warning: commands will be executed using /bin/sh
job 2587 at Mon Sep 22 14:27:00 2014
FileBase	/buz4/andresg/Cicero/Cicero08212014_reo/Cicero08212014_reo
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	1111111111111111111111111111110
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 1395505 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 465168 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 24449 members 
Mstep: Class 3 contains 24425 members 
Mstep: Class 4 contains 24617 members 
Mstep: Class 5 contains 24403 members 
Mstep: Class 6 contains 24680 members 
Mstep: Class 7 contains 24116 members 
Mstep: Class 8 contains 24368 members 
Mstep: Class 9 contains 24558 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 24585 members 
Mstep: Class 12 contains 24418 members 
Mstep: Class 13 contains 24437 members 
Mstep: Class 14 contains 24421 members 
Mstep: Class 15 contains 24601 members 
Mstep: Class 16 contains 24476 members 
Mstep: Class 17 contains 24505 members 
Mstep: Class 18 contains 24494 members 
Mstep: Class 19 contains 24404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 753.786255 but Gain 3236.437500
Score: -35677192.000000 Penalty: 58255.886719
Iteration 0F: 19 clusters Score -3.567719e+07 nChanged 436789
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 20585 members 
Mstep: Class 3 contains 20088 members 
Mstep: Class 4 contains 28281 members 
Mstep: Class 5 contains 17710 members 
Mstep: Class 6 contains 29267 members 
Mstep: Class 8 contains 19260 members 
Mstep: Class 9 contains 28184 members 
Mstep: Class 10 contains 21075 members 
Mstep: Class 11 contains 21816 members 
Mstep: Class 12 contains 18375 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 42016 members 
Mstep: Class 15 contains 49711 members 
Mstep: Class 16 contains 15099 members 
Mstep: Class 17 contains 21886 members 
Mstep: Class 18 contains 15401 members 
Mstep: Class 19 contains 42811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36810700.000000 Penalty: 58255.886719
Iteration 1F: 19 clusters Score -3.68107e+07 nChanged 187048
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 19264 members 
Mstep: Class 3 contains 21119 members 
Mstep: Class 4 contains 25398 members 
Mstep: Class 5 contains 21109 members 
Mstep: Class 6 contains 41454 members 
Mstep: Class 8 contains 16536 members 
Mstep: Class 9 contains 38061 members 
Mstep: Class 10 contains 20669 members 
Mstep: Class 11 contains 17431 members 
Mstep: Class 12 contains 13940 members 
Mstep: Class 13 contains 13026 members 
Mstep: Class 14 contains 45583 members 
Mstep: Class 15 contains 63402 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 28834 members 
Mstep: Class 18 contains 10743 members 
Mstep: Class 19 contains 35429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37310892.000000 Penalty: 58255.886719
Iteration 2F: 19 clusters Score -3.731089e+07 nChanged 143900
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 19523 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 21177 members 
Mstep: Class 5 contains 24130 members 
Mstep: Class 6 contains 52512 members 
Mstep: Class 8 contains 11817 members 
Mstep: Class 9 contains 41781 members 
Mstep: Class 10 contains 18266 members 
Mstep: Class 11 contains 14452 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 18169 members 
Mstep: Class 14 contains 53616 members 
Mstep: Class 15 contains 70585 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 34550 members 
Mstep: Class 18 contains 7976 members 
Mstep: Class 19 contains 27176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37558832.000000 Penalty: 58255.886719
Iteration 3F: 19 clusters Score -3.755883e+07 nChanged 100337
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 20623 members 
Mstep: Class 3 contains 18745 members 
Mstep: Class 4 contains 17991 members 
Mstep: Class 5 contains 22771 members 
Mstep: Class 6 contains 59411 members 
Mstep: Class 8 contains 7821 members 
Mstep: Class 9 contains 41068 members 
Mstep: Class 10 contains 15979 members 
Mstep: Class 11 contains 15308 members 
Mstep: Class 12 contains 7419 members 
Mstep: Class 13 contains 25060 members 
Mstep: Class 14 contains 58550 members 
Mstep: Class 15 contains 72025 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 39645 members 
Mstep: Class 18 contains 6632 members 
Mstep: Class 19 contains 21439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3196.064941 but Gain 3236.437500
Score: -37694580.000000 Penalty: 55019.449219
Iteration 4F: 18 clusters Score -3.769458e+07 nChanged 73182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 17697 members 
Mstep: Class 4 contains 16356 members 
Mstep: Class 5 contains 20118 members 
Mstep: Class 6 contains 60397 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 40697 members 
Mstep: Class 10 contains 15185 members 
Mstep: Class 11 contains 18165 members 
Mstep: Class 12 contains 6761 members 
Mstep: Class 13 contains 30246 members 
Mstep: Class 14 contains 59442 members 
Mstep: Class 15 contains 71272 members 
Mstep: Class 17 contains 45545 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 19 contains 18199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37774256.000000 Penalty: 55019.449219
Iteration 5F: 18 clusters Score -3.777426e+07 nChanged 54344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 23567 members 
Mstep: Class 3 contains 17041 members 
Mstep: Class 4 contains 15356 members 
Mstep: Class 5 contains 17303 members 
Mstep: Class 6 contains 58179 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 40578 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 21927 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 33328 members 
Mstep: Class 14 contains 56423 members 
Mstep: Class 15 contains 70927 members 
Mstep: Class 17 contains 51751 members 
Mstep: Class 18 contains 6124 members 
Mstep: Class 19 contains 15816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37823912.000000 Penalty: 55019.449219
Iteration 6F: 18 clusters Score -3.782391e+07 nChanged 43758
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 25363 members 
Mstep: Class 3 contains 16449 members 
Mstep: Class 4 contains 14921 members 
Mstep: Class 5 contains 15028 members 
Mstep: Class 6 contains 54298 members 
Mstep: Class 8 contains 2901 members 
Mstep: Class 9 contains 41004 members 
Mstep: Class 10 contains 15659 members 
Mstep: Class 11 contains 25180 members 
Mstep: Class 12 contains 6080 members 
Mstep: Class 13 contains 35598 members 
Mstep: Class 14 contains 52050 members 
Mstep: Class 15 contains 71471 members 
Mstep: Class 17 contains 57794 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 13870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3115.039062 but Gain 3236.437500
Score: -37858820.000000 Penalty: 51783.011719
Iteration 7F: 17 clusters Score -3.785882e+07 nChanged 37778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 27064 members 
Mstep: Class 3 contains 15915 members 
Mstep: Class 4 contains 14583 members 
Mstep: Class 5 contains 13451 members 
Mstep: Class 6 contains 50427 members 
Mstep: Class 9 contains 42403 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 27522 members 
Mstep: Class 12 contains 6095 members 
Mstep: Class 13 contains 37316 members 
Mstep: Class 14 contains 47804 members 
Mstep: Class 15 contains 72451 members 
Mstep: Class 17 contains 63552 members 
Mstep: Class 18 contains 5885 members 
Mstep: Class 19 contains 12965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37887956.000000 Penalty: 51783.011719
Iteration 8F: 17 clusters Score -3.788796e+07 nChanged 29803
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 28445 members 
Mstep: Class 3 contains 15556 members 
Mstep: Class 4 contains 14307 members 
Mstep: Class 5 contains 12206 members 
Mstep: Class 6 contains 45678 members 
Mstep: Class 9 contains 42723 members 
Mstep: Class 10 contains 16533 members 
Mstep: Class 11 contains 28942 members 
Mstep: Class 12 contains 6071 members 
Mstep: Class 13 contains 38639 members 
Mstep: Class 14 contains 44104 members 
Mstep: Class 15 contains 73819 members 
Mstep: Class 17 contains 68612 members 
Mstep: Class 18 contains 5575 members 
Mstep: Class 19 contains 12113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37907848.000000 Penalty: 51783.011719
Iteration 9F: 17 clusters Score -3.790785e+07 nChanged 24861
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 29479 members 
Mstep: Class 3 contains 15272 members 
Mstep: Class 4 contains 14053 members 
Mstep: Class 5 contains 11373 members 
Mstep: Class 6 contains 42109 members 
Mstep: Class 9 contains 42437 members 
Mstep: Class 10 contains 16856 members 
Mstep: Class 11 contains 29856 members 
Mstep: Class 12 contains 6131 members 
Mstep: Class 13 contains 39666 members 
Mstep: Class 14 contains 41140 members 
Mstep: Class 15 contains 74993 members 
Mstep: Class 17 contains 72752 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 19 contains 11511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37924980.000000 Penalty: 51783.011719
Iteration 10F: 17 clusters Score -3.792498e+07 nChanged 20927
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 30336 members 
Mstep: Class 3 contains 14989 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 10720 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 17289 members 
Mstep: Class 11 contains 30493 members 
Mstep: Class 12 contains 6226 members 
Mstep: Class 13 contains 40489 members 
Mstep: Class 14 contains 38627 members 
Mstep: Class 15 contains 75207 members 
Mstep: Class 17 contains 75880 members 
Mstep: Class 18 contains 4739 members 
Mstep: Class 19 contains 11083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37936732.000000 Penalty: 51783.011719
Iteration 11Q: 17 clusters Score -3.793673e+07 nChanged 18125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 30902 members 
Mstep: Class 3 contains 14740 members 
Mstep: Class 4 contains 13600 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 40909 members 
Mstep: Class 9 contains 39945 members 
Mstep: Class 10 contains 17845 members 
Mstep: Class 11 contains 30963 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 41321 members 
Mstep: Class 14 contains 36472 members 
Mstep: Class 15 contains 74760 members 
Mstep: Class 17 contains 78295 members 
Mstep: Class 18 contains 4374 members 
Mstep: Class 19 contains 10879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37946336.000000 Penalty: 51783.011719
Iteration 12Q: 17 clusters Score -3.794634e+07 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 31201 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 4 contains 13411 members 
Mstep: Class 5 contains 9904 members 
Mstep: Class 6 contains 41274 members 
Mstep: Class 9 contains 38213 members 
Mstep: Class 10 contains 18620 members 
Mstep: Class 11 contains 31316 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 42091 members 
Mstep: Class 14 contains 34675 members 
Mstep: Class 15 contains 74240 members 
Mstep: Class 17 contains 80478 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 10745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37954204.000000 Penalty: 51783.011719
Iteration 13Q: 17 clusters Score -3.79542e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 31118 members 
Mstep: Class 3 contains 14299 members 
Mstep: Class 4 contains 13271 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 41760 members 
Mstep: Class 9 contains 36233 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 31583 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 13 contains 42882 members 
Mstep: Class 14 contains 33155 members 
Mstep: Class 15 contains 73833 members 
Mstep: Class 17 contains 82556 members 
Mstep: Class 18 contains 3913 members 
Mstep: Class 19 contains 10636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37961212.000000 Penalty: 51783.011719
Iteration 14Q: 17 clusters Score -3.796121e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 30727 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 13162 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 42303 members 
Mstep: Class 9 contains 34078 members 
Mstep: Class 10 contains 20347 members 
Mstep: Class 11 contains 31837 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 43669 members 
Mstep: Class 14 contains 32039 members 
Mstep: Class 15 contains 73425 members 
Mstep: Class 17 contains 84602 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37968012.000000 Penalty: 51783.011719
Iteration 15Q: 17 clusters Score -3.796801e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 30263 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 13085 members 
Mstep: Class 5 contains 9312 members 
Mstep: Class 6 contains 42895 members 
Mstep: Class 9 contains 31808 members 
Mstep: Class 10 contains 20886 members 
Mstep: Class 11 contains 32103 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 13 contains 44418 members 
Mstep: Class 14 contains 31208 members 
Mstep: Class 15 contains 73066 members 
Mstep: Class 17 contains 86618 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37974732.000000 Penalty: 51783.011719
Iteration 16Q: 17 clusters Score -3.797473e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 30111 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 13025 members 
Mstep: Class 5 contains 9205 members 
Mstep: Class 6 contains 43411 members 
Mstep: Class 9 contains 29533 members 
Mstep: Class 10 contains 20823 members 
Mstep: Class 11 contains 32424 members 
Mstep: Class 12 contains 7790 members 
Mstep: Class 13 contains 45086 members 
Mstep: Class 14 contains 30455 members 
Mstep: Class 15 contains 72716 members 
Mstep: Class 17 contains 88765 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 10189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37980584.000000 Penalty: 51783.011719
Iteration 17Q: 17 clusters Score -3.798058e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 30145 members 
Mstep: Class 3 contains 13749 members 
Mstep: Class 4 contains 12991 members 
Mstep: Class 5 contains 9115 members 
Mstep: Class 6 contains 44249 members 
Mstep: Class 9 contains 27201 members 
Mstep: Class 10 contains 20406 members 
Mstep: Class 11 contains 32834 members 
Mstep: Class 12 contains 8301 members 
Mstep: Class 13 contains 45696 members 
Mstep: Class 14 contains 29672 members 
Mstep: Class 15 contains 72352 members 
Mstep: Class 17 contains 90748 members 
Mstep: Class 18 contains 4147 members 
Mstep: Class 19 contains 9933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37985960.000000 Penalty: 51783.011719
Iteration 18Q: 17 clusters Score -3.798596e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 30256 members 
Mstep: Class 3 contains 13645 members 
Mstep: Class 4 contains 12985 members 
Mstep: Class 5 contains 9031 members 
Mstep: Class 6 contains 45346 members 
Mstep: Class 9 contains 24910 members 
Mstep: Class 10 contains 19763 members 
Mstep: Class 11 contains 33288 members 
Mstep: Class 12 contains 8828 members 
Mstep: Class 13 contains 46253 members 
Mstep: Class 14 contains 28898 members 
Mstep: Class 15 contains 71959 members 
Mstep: Class 17 contains 92514 members 
Mstep: Class 18 contains 4371 members 
Mstep: Class 19 contains 9690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37989860.000000 Penalty: 51783.011719
Iteration 19Q: 17 clusters Score -3.798986e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 30382 members 
Mstep: Class 3 contains 13558 members 
Mstep: Class 4 contains 12970 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 6 contains 46555 members 
Mstep: Class 9 contains 22783 members 
Mstep: Class 10 contains 19024 members 
Mstep: Class 11 contains 33587 members 
Mstep: Class 12 contains 9354 members 
Mstep: Class 13 contains 46759 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 71514 members 
Mstep: Class 17 contains 94089 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 9437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37992836.000000 Penalty: 51783.011719
Iteration 20F: 17 clusters Score -3.799284e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 30478 members 
Mstep: Class 3 contains 13513 members 
Mstep: Class 4 contains 12954 members 
Mstep: Class 5 contains 8931 members 
Mstep: Class 6 contains 47850 members 
Mstep: Class 9 contains 20864 members 
Mstep: Class 10 contains 18288 members 
Mstep: Class 11 contains 33704 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 47222 members 
Mstep: Class 14 contains 27914 members 
Mstep: Class 15 contains 71054 members 
Mstep: Class 17 contains 95310 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 9243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37995444.000000 Penalty: 51783.011719
Iteration 21Q: 17 clusters Score -3.799544e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 30548 members 
Mstep: Class 3 contains 13488 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 8898 members 
Mstep: Class 6 contains 49149 members 
Mstep: Class 9 contains 19174 members 
Mstep: Class 10 contains 17546 members 
Mstep: Class 11 contains 33674 members 
Mstep: Class 12 contains 10416 members 
Mstep: Class 13 contains 47661 members 
Mstep: Class 14 contains 27685 members 
Mstep: Class 15 contains 70536 members 
Mstep: Class 17 contains 96248 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37997588.000000 Penalty: 51783.011719
Iteration 22Q: 17 clusters Score -3.799759e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 30576 members 
Mstep: Class 3 contains 13490 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 8881 members 
Mstep: Class 6 contains 50431 members 
Mstep: Class 9 contains 17690 members 
Mstep: Class 10 contains 16829 members 
Mstep: Class 11 contains 33571 members 
Mstep: Class 12 contains 11016 members 
Mstep: Class 13 contains 48078 members 
Mstep: Class 14 contains 27571 members 
Mstep: Class 15 contains 69914 members 
Mstep: Class 17 contains 96969 members 
Mstep: Class 18 contains 5497 members 
Mstep: Class 19 contains 8957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37999224.000000 Penalty: 51783.011719
Iteration 23Q: 17 clusters Score -3.799922e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 30622 members 
Mstep: Class 3 contains 13578 members 
Mstep: Class 4 contains 12943 members 
Mstep: Class 5 contains 8848 members 
Mstep: Class 6 contains 51575 members 
Mstep: Class 9 contains 16392 members 
Mstep: Class 10 contains 16034 members 
Mstep: Class 11 contains 33464 members 
Mstep: Class 12 contains 11633 members 
Mstep: Class 13 contains 48475 members 
Mstep: Class 14 contains 27504 members 
Mstep: Class 15 contains 69200 members 
Mstep: Class 17 contains 97614 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 8856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38001316.000000 Penalty: 51783.011719
Iteration 24Q: 17 clusters Score -3.800132e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 30644 members 
Mstep: Class 3 contains 13706 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 8822 members 
Mstep: Class 6 contains 52637 members 
Mstep: Class 9 contains 15307 members 
Mstep: Class 10 contains 15153 members 
Mstep: Class 11 contains 33364 members 
Mstep: Class 12 contains 12326 members 
Mstep: Class 13 contains 48895 members 
Mstep: Class 14 contains 27451 members 
Mstep: Class 15 contains 68340 members 
Mstep: Class 17 contains 98162 members 
Mstep: Class 18 contains 6267 members 
Mstep: Class 19 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38003752.000000 Penalty: 51783.011719
Iteration 25Q: 17 clusters Score -3.800375e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 30648 members 
Mstep: Class 3 contains 13916 members 
Mstep: Class 4 contains 12963 members 
Mstep: Class 5 contains 8824 members 
Mstep: Class 6 contains 53580 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 14130 members 
Mstep: Class 11 contains 33250 members 
Mstep: Class 12 contains 13098 members 
Mstep: Class 13 contains 49339 members 
Mstep: Class 14 contains 27407 members 
Mstep: Class 15 contains 67348 members 
Mstep: Class 17 contains 98702 members 
Mstep: Class 18 contains 6666 members 
Mstep: Class 19 contains 8737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38006816.000000 Penalty: 51783.011719
Iteration 26Q: 17 clusters Score -3.800682e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 30613 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 12972 members 
Mstep: Class 5 contains 8822 members 
Mstep: Class 6 contains 54523 members 
Mstep: Class 9 contains 13695 members 
Mstep: Class 10 contains 12955 members 
Mstep: Class 11 contains 33145 members 
Mstep: Class 12 contains 14002 members 
Mstep: Class 13 contains 49770 members 
Mstep: Class 14 contains 27362 members 
Mstep: Class 15 contains 66229 members 
Mstep: Class 17 contains 99202 members 
Mstep: Class 18 contains 7045 members 
Mstep: Class 19 contains 8677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38012408.000000 Penalty: 51783.011719
Iteration 27Q: 17 clusters Score -3.801241e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 30565 members 
Mstep: Class 3 contains 14425 members 
Mstep: Class 4 contains 12961 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 6 contains 55435 members 
Mstep: Class 9 contains 13122 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 11 contains 33038 members 
Mstep: Class 12 contains 14708 members 
Mstep: Class 13 contains 50150 members 
Mstep: Class 14 contains 27310 members 
Mstep: Class 15 contains 65233 members 
Mstep: Class 17 contains 99521 members 
Mstep: Class 18 contains 7422 members 
Mstep: Class 19 contains 8591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38022884.000000 Penalty: 51783.011719
Iteration 28Q: 17 clusters Score -3.802288e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 30487 members 
Mstep: Class 3 contains 14330 members 
Mstep: Class 4 contains 12956 members 
Mstep: Class 5 contains 8876 members 
Mstep: Class 6 contains 56318 members 
Mstep: Class 9 contains 12703 members 
Mstep: Class 10 contains 12171 members 
Mstep: Class 11 contains 32931 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 50345 members 
Mstep: Class 14 contains 27286 members 
Mstep: Class 15 contains 64568 members 
Mstep: Class 17 contains 99335 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 8367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38024860.000000 Penalty: 51783.011719
Iteration 29Q: 17 clusters Score -3.802486e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 30453 members 
Mstep: Class 3 contains 14253 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 8883 members 
Mstep: Class 6 contains 57160 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 12179 members 
Mstep: Class 11 contains 32822 members 
Mstep: Class 12 contains 15122 members 
Mstep: Class 13 contains 50567 members 
Mstep: Class 14 contains 27326 members 
Mstep: Class 15 contains 64213 members 
Mstep: Class 17 contains 99054 members 
Mstep: Class 18 contains 8243 members 
Mstep: Class 19 contains 8230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38025380.000000 Penalty: 51783.011719
Iteration 30Q: 17 clusters Score -3.802538e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 30433 members 
Mstep: Class 3 contains 14198 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 8872 members 
Mstep: Class 6 contains 58009 members 
Mstep: Class 9 contains 12006 members 
Mstep: Class 10 contains 12186 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 50794 members 
Mstep: Class 14 contains 27367 members 
Mstep: Class 15 contains 64006 members 
Mstep: Class 17 contains 98678 members 
Mstep: Class 18 contains 8671 members 
Mstep: Class 19 contains 8134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38026136.000000 Penalty: 51783.011719
Iteration 31Q: 17 clusters Score -3.802614e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 30417 members 
Mstep: Class 3 contains 14159 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 8872 members 
Mstep: Class 6 contains 58873 members 
Mstep: Class 9 contains 11737 members 
Mstep: Class 10 contains 12184 members 
Mstep: Class 11 contains 32572 members 
Mstep: Class 12 contains 14805 members 
Mstep: Class 13 contains 51021 members 
Mstep: Class 14 contains 27415 members 
Mstep: Class 15 contains 63825 members 
Mstep: Class 17 contains 98195 members 
Mstep: Class 18 contains 9101 members 
Mstep: Class 19 contains 8048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38026492.000000 Penalty: 51783.011719
Iteration 32Q: 17 clusters Score -3.802649e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 30399 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 12957 members 
Mstep: Class 5 contains 8864 members 
Mstep: Class 6 contains 59707 members 
Mstep: Class 9 contains 11481 members 
Mstep: Class 10 contains 12182 members 
Mstep: Class 11 contains 32462 members 
Mstep: Class 12 contains 14598 members 
Mstep: Class 13 contains 51236 members 
Mstep: Class 14 contains 27468 members 
Mstep: Class 15 contains 63672 members 
Mstep: Class 17 contains 97671 members 
Mstep: Class 18 contains 9534 members 
Mstep: Class 19 contains 7980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38027324.000000 Penalty: 51783.011719
Iteration 33Q: 17 clusters Score -3.802732e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 30393 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 12965 members 
Mstep: Class 5 contains 8866 members 
Mstep: Class 6 contains 60564 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 12183 members 
Mstep: Class 11 contains 32315 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 51430 members 
Mstep: Class 14 contains 27515 members 
Mstep: Class 15 contains 63533 members 
Mstep: Class 17 contains 97085 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 7921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38027908.000000 Penalty: 51783.011719
Iteration 34Q: 17 clusters Score -3.802791e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 30387 members 
Mstep: Class 3 contains 14083 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 8869 members 
Mstep: Class 6 contains 61387 members 
Mstep: Class 9 contains 11055 members 
Mstep: Class 10 contains 12186 members 
Mstep: Class 11 contains 32177 members 
Mstep: Class 12 contains 14225 members 
Mstep: Class 13 contains 51654 members 
Mstep: Class 14 contains 27562 members 
Mstep: Class 15 contains 63389 members 
Mstep: Class 17 contains 96493 members 
Mstep: Class 18 contains 10346 members 
Mstep: Class 19 contains 7860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38028436.000000 Penalty: 51783.011719
Iteration 35Q: 17 clusters Score -3.802844e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 30384 members 
Mstep: Class 3 contains 14057 members 
Mstep: Class 4 contains 12976 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 62155 members 
Mstep: Class 9 contains 10942 members 
Mstep: Class 10 contains 12185 members 
Mstep: Class 11 contains 32016 members 
Mstep: Class 12 contains 14063 members 
Mstep: Class 13 contains 51846 members 
Mstep: Class 14 contains 27617 members 
Mstep: Class 15 contains 63238 members 
Mstep: Class 17 contains 95904 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 7799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38028780.000000 Penalty: 51783.011719
Iteration 36Q: 17 clusters Score -3.802878e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 30361 members 
Mstep: Class 3 contains 14047 members 
Mstep: Class 4 contains 12984 members 
Mstep: Class 5 contains 8841 members 
Mstep: Class 6 contains 62903 members 
Mstep: Class 9 contains 10820 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 31844 members 
Mstep: Class 12 contains 13914 members 
Mstep: Class 13 contains 52038 members 
Mstep: Class 14 contains 27660 members 
Mstep: Class 15 contains 63121 members 
Mstep: Class 17 contains 95315 members 
Mstep: Class 18 contains 11058 members 
Mstep: Class 19 contains 7754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38029076.000000 Penalty: 51783.011719
Iteration 37Q: 17 clusters Score -3.802908e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 30360 members 
Mstep: Class 3 contains 14033 members 
Mstep: Class 4 contains 12990 members 
Mstep: Class 5 contains 8824 members 
Mstep: Class 6 contains 63662 members 
Mstep: Class 9 contains 10737 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 31682 members 
Mstep: Class 12 contains 13781 members 
Mstep: Class 13 contains 52197 members 
Mstep: Class 14 contains 27711 members 
Mstep: Class 15 contains 63010 members 
Mstep: Class 17 contains 94665 members 
Mstep: Class 18 contains 11367 members 
Mstep: Class 19 contains 7721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38029336.000000 Penalty: 51783.011719
Iteration 38Q: 17 clusters Score -3.802934e+07 nChanged 1934
Entering ConstructFrom: 
Score: -38029336.000000 Penalty: 51783.011719
Entering ConstructFrom: 
Trying to split cluster 1 (10157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Entering Unmasked Estep 
Score: -836468.312500 Penalty: 2288.027832
	Iteration 0F: 2 clusters Score -836468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -828711.437500 Penalty: 4576.055664
	Iteration 0F: 3 clusters Score -828711.4 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -830994.000000 Penalty: 4576.055664
	Iteration 1F: 3 clusters Score -830994 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -831347.312500 Penalty: 4576.055664
	Iteration 2F: 3 clusters Score -831347.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -831617.750000 Penalty: 4576.055664
	Iteration 3F: 3 clusters Score -831617.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -831845.375000 Penalty: 4576.055664
	Iteration 4Q: 3 clusters Score -831845.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -832044.187500 Penalty: 4576.055664
	Iteration 5Q: 3 clusters Score -832044.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -832283.437500 Penalty: 4576.055664
	Iteration 6Q: 3 clusters Score -832283.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -832539.937500 Penalty: 4576.055664
	Iteration 7Q: 3 clusters Score -832539.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -832867.187500 Penalty: 4576.055664
	Iteration 8Q: 3 clusters Score -832867.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -833255.750000 Penalty: 4576.055664
	Iteration 9F: 3 clusters Score -833255.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -833647.562500 Penalty: 4576.055664
	Iteration 10F: 3 clusters Score -833647.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -834067.437500 Penalty: 4576.055664
	Iteration 11Q: 3 clusters Score -834067.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -834524.562500 Penalty: 4576.055664
	Iteration 12Q: 3 clusters Score -834524.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -835014.750000 Penalty: 4576.055664
	Iteration 13Q: 3 clusters Score -835014.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -835562.937500 Penalty: 4576.055664
	Iteration 14Q: 3 clusters Score -835562.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -836091.125000 Penalty: 4576.055664
	Iteration 15Q: 3 clusters Score -836091.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -836601.250000 Penalty: 4576.055664
	Iteration 16Q: 3 clusters Score -836601.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -837085.687500 Penalty: 4576.055664
	Iteration 17Q: 3 clusters Score -837085.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -837438.062500 Penalty: 4576.055664
	Iteration 18Q: 3 clusters Score -837438.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -837653.937500 Penalty: 4576.055664
	Iteration 19Q: 3 clusters Score -837653.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -837775.312500 Penalty: 4576.055664
	Iteration 20F: 3 clusters Score -837775.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -837838.000000 Penalty: 4576.055664
	Iteration 21Q: 3 clusters Score -837838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -837867.625000 Penalty: 4576.055664
	Iteration 22Q: 3 clusters Score -837867.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -837881.937500 Penalty: 4576.055664
	Iteration 23Q: 3 clusters Score -837881.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -837886.062500 Penalty: 4576.055664
	Iteration 24Q: 3 clusters Score -837886.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -837889.312500 Penalty: 4576.055664
	Iteration 25Q: 3 clusters Score -837889.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -837891.000000 Penalty: 4576.055664
	Iteration 26Q: 3 clusters Score -837891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -837892.000000 Penalty: 4576.055664
	Iteration 27Q: 3 clusters Score -837892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -837894.375000 Penalty: 4576.055664
	Iteration 28Q: 3 clusters Score -837894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -837892.437500 Penalty: 4576.055664
	Iteration 29Q: 3 clusters Score -837892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -837893.062500 Penalty: 4576.055664
	Iteration 30Q: 3 clusters Score -837893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -837893.062500 Penalty: 4576.055664
	Iteration 31F: 3 clusters Score -837893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 30344 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 31506 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 27752 members 
Mstep: Class 15 contains 62909 members 
Mstep: Class 17 contains 93952 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 7721 members 
Entering Unmasked Estep 
Score: -38029676.000000 Penalty: 55019.449219
Splitting cluster 1 changes total score from -38029336.000000 to -38029676.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (30344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Entering Unmasked Estep 
Score: -2586478.250000 Penalty: 2559.447998
	Iteration 0F: 2 clusters Score -2586478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2565760.500000 Penalty: 5118.895996
	Iteration 0F: 3 clusters Score -2565760 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2573688.750000 Penalty: 5118.895996
	Iteration 1F: 3 clusters Score -2573689 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2574576.750000 Penalty: 5118.895996
	Iteration 2F: 3 clusters Score -2574577 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2575589.000000 Penalty: 5118.895996
	Iteration 3F: 3 clusters Score -2575589 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2576596.750000 Penalty: 5118.895996
	Iteration 4F: 3 clusters Score -2576597 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2577606.750000 Penalty: 5118.895996
	Iteration 5F: 3 clusters Score -2577607 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2578688.500000 Penalty: 5118.895996
	Iteration 6F: 3 clusters Score -2578688 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2580263.000000 Penalty: 5118.895996
	Iteration 7F: 3 clusters Score -2580263 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2583206.750000 Penalty: 5118.895996
	Iteration 8F: 3 clusters Score -2583207 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2588419.000000 Penalty: 5118.895996
	Iteration 9F: 3 clusters Score -2588419 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2594045.250000 Penalty: 5118.895996
	Iteration 10F: 3 clusters Score -2594045 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2596935.250000 Penalty: 5118.895996
	Iteration 11Q: 3 clusters Score -2596935 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2597278.500000 Penalty: 5118.895996
	Iteration 12Q: 3 clusters Score -2597278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2597291.750000 Penalty: 5118.895996
	Iteration 13Q: 3 clusters Score -2597292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2597291.500000 Penalty: 5118.895996
	Iteration 14Q: 3 clusters Score -2597292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2597288.500000 Penalty: 5118.895996
	Iteration 15Q: 3 clusters Score -2597288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2597288.500000 Penalty: 5118.895996
	Iteration 16F: 3 clusters Score -2597288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 31506 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 27752 members 
Mstep: Class 15 contains 62909 members 
Mstep: Class 17 contains 93952 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 7721 members 
Entering Unmasked Estep 
Score: -38040124.000000 Penalty: 58255.886719
Splitting cluster 2 changes total score from -38029336.000000 to -38040124.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (14031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Entering Unmasked Estep 
Score: -1159705.000000 Penalty: 2368.158203
	Iteration 0F: 2 clusters Score -1159705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1149462.375000 Penalty: 4736.316406
	Iteration 0F: 3 clusters Score -1149462 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1152766.375000 Penalty: 4736.316406
	Iteration 1F: 3 clusters Score -1152766 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1153349.000000 Penalty: 4736.316406
	Iteration 2F: 3 clusters Score -1153349 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1154035.375000 Penalty: 4736.316406
	Iteration 3F: 3 clusters Score -1154035 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1154858.500000 Penalty: 4736.316406
	Iteration 4F: 3 clusters Score -1154858 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1155732.375000 Penalty: 4736.316406
	Iteration 5F: 3 clusters Score -1155732 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1156493.625000 Penalty: 4736.316406
	Iteration 6F: 3 clusters Score -1156494 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1157069.250000 Penalty: 4736.316406
	Iteration 7F: 3 clusters Score -1157069 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1157530.000000 Penalty: 4736.316406
	Iteration 8Q: 3 clusters Score -1157530 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1157877.875000 Penalty: 4736.316406
	Iteration 9Q: 3 clusters Score -1157878 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1158142.750000 Penalty: 4736.316406
	Iteration 10Q: 3 clusters Score -1158143 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1158332.250000 Penalty: 4736.316406
	Iteration 11Q: 3 clusters Score -1158332 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1158448.625000 Penalty: 4736.316406
	Iteration 12Q: 3 clusters Score -1158449 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1158532.625000 Penalty: 4736.316406
	Iteration 13Q: 3 clusters Score -1158533 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1158573.250000 Penalty: 4736.316406
	Iteration 14Q: 3 clusters Score -1158573 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1158607.500000 Penalty: 4736.316406
	Iteration 15Q: 3 clusters Score -1158608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1158629.375000 Penalty: 4736.316406
	Iteration 16Q: 3 clusters Score -1158629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1158642.375000 Penalty: 4736.316406
	Iteration 17Q: 3 clusters Score -1158642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1158651.625000 Penalty: 4736.316406
	Iteration 18Q: 3 clusters Score -1158652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1158661.375000 Penalty: 4736.316406
	Iteration 19Q: 3 clusters Score -1158661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1158665.625000 Penalty: 4736.316406
	Iteration 20F: 3 clusters Score -1158666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1158672.375000 Penalty: 4736.316406
	Iteration 21Q: 3 clusters Score -1158672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1158678.875000 Penalty: 4736.316406
	Iteration 22Q: 3 clusters Score -1158679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1158679.375000 Penalty: 4736.316406
	Iteration 23Q: 3 clusters Score -1158679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1158681.875000 Penalty: 4736.316406
	Iteration 24Q: 3 clusters Score -1158682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1158685.750000 Penalty: 4736.316406
	Iteration 25Q: 3 clusters Score -1158686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1158686.250000 Penalty: 4736.316406
	Iteration 26Q: 3 clusters Score -1158686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1158687.000000 Penalty: 4736.316406
	Iteration 27Q: 3 clusters Score -1158687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1158687.500000 Penalty: 4736.316406
	Iteration 28Q: 3 clusters Score -1158688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1158690.875000 Penalty: 4736.316406
	Iteration 29Q: 3 clusters Score -1158691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1158694.625000 Penalty: 4736.316406
	Iteration 30Q: 3 clusters Score -1158695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1158697.375000 Penalty: 4736.316406
	Iteration 31Q: 3 clusters Score -1158697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1158701.250000 Penalty: 4736.316406
	Iteration 32Q: 3 clusters Score -1158701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1158701.875000 Penalty: 4736.316406
	Iteration 33Q: 3 clusters Score -1158702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1158699.750000 Penalty: 4736.316406
	Iteration 34Q: 3 clusters Score -1158700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1158700.375000 Penalty: 4736.316406
	Iteration 35Q: 3 clusters Score -1158700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1158704.125000 Penalty: 4736.316406
	Iteration 36Q: 3 clusters Score -1158704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1158703.000000 Penalty: 4736.316406
	Iteration 37Q: 3 clusters Score -1158703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1158702.625000 Penalty: 4736.316406
	Iteration 38Q: 3 clusters Score -1158703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1158704.375000 Penalty: 4736.316406
	Iteration 39Q: 3 clusters Score -1158704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1158704.875000 Penalty: 4736.316406
	Iteration 40F: 3 clusters Score -1158705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1158705.000000 Penalty: 4736.316406
	Iteration 41Q: 3 clusters Score -1158705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1158705.000000 Penalty: 4736.316406
	Iteration 42F: 3 clusters Score -1158705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Entering Unmasked Estep 
Score: -1019674.250000 Penalty: 2349.154297
	Iteration 0F: 2 clusters Score -1019674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1010172.750000 Penalty: 4698.308594
	Iteration 0F: 3 clusters Score -1010173 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1013448.437500 Penalty: 4698.308594
	Iteration 1F: 3 clusters Score -1013448 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1014144.312500 Penalty: 4698.308594
	Iteration 2F: 3 clusters Score -1014144 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1014926.187500 Penalty: 4698.308594
	Iteration 3F: 3 clusters Score -1014926 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1015781.562500 Penalty: 4698.308594
	Iteration 4F: 3 clusters Score -1015782 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1016567.687500 Penalty: 4698.308594
	Iteration 5F: 3 clusters Score -1016568 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1017230.437500 Penalty: 4698.308594
	Iteration 6F: 3 clusters Score -1017230 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1017663.000000 Penalty: 4698.308594
	Iteration 7F: 3 clusters Score -1017663 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1017955.750000 Penalty: 4698.308594
	Iteration 8Q: 3 clusters Score -1017956 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1018139.687500 Penalty: 4698.308594
	Iteration 9Q: 3 clusters Score -1018140 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1018252.375000 Penalty: 4698.308594
	Iteration 10Q: 3 clusters Score -1018252 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1018327.125000 Penalty: 4698.308594
	Iteration 11Q: 3 clusters Score -1018327 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1018390.875000 Penalty: 4698.308594
	Iteration 12Q: 3 clusters Score -1018391 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1018463.875000 Penalty: 4698.308594
	Iteration 13Q: 3 clusters Score -1018464 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1018524.625000 Penalty: 4698.308594
	Iteration 14Q: 3 clusters Score -1018525 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1018572.500000 Penalty: 4698.308594
	Iteration 15Q: 3 clusters Score -1018572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1018611.312500 Penalty: 4698.308594
	Iteration 16Q: 3 clusters Score -1018611 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1018640.375000 Penalty: 4698.308594
	Iteration 17Q: 3 clusters Score -1018640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1018670.187500 Penalty: 4698.308594
	Iteration 18Q: 3 clusters Score -1018670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1018705.812500 Penalty: 4698.308594
	Iteration 19Q: 3 clusters Score -1018706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1018734.562500 Penalty: 4698.308594
	Iteration 20F: 3 clusters Score -1018735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1018758.562500 Penalty: 4698.308594
	Iteration 21Q: 3 clusters Score -1018759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1018784.250000 Penalty: 4698.308594
	Iteration 22Q: 3 clusters Score -1018784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1018820.250000 Penalty: 4698.308594
	Iteration 23Q: 3 clusters Score -1018820 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1018863.562500 Penalty: 4698.308594
	Iteration 24Q: 3 clusters Score -1018864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1018919.312500 Penalty: 4698.308594
	Iteration 25Q: 3 clusters Score -1018919 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1019002.312500 Penalty: 4698.308594
	Iteration 26Q: 3 clusters Score -1019002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1019110.375000 Penalty: 4698.308594
	Iteration 27Q: 3 clusters Score -1019110 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1019234.625000 Penalty: 4698.308594
	Iteration 28Q: 3 clusters Score -1019235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1019330.937500 Penalty: 4698.308594
	Iteration 29Q: 3 clusters Score -1019331 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1019370.250000 Penalty: 4698.308594
	Iteration 30Q: 3 clusters Score -1019370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1019384.125000 Penalty: 4698.308594
	Iteration 31Q: 3 clusters Score -1019384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1019387.250000 Penalty: 4698.308594
	Iteration 32Q: 3 clusters Score -1019387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1019393.375000 Penalty: 4698.308594
	Iteration 33Q: 3 clusters Score -1019393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1019396.312500 Penalty: 4698.308594
	Iteration 34Q: 3 clusters Score -1019396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1019395.000000 Penalty: 4698.308594
	Iteration 35Q: 3 clusters Score -1019395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1019395.875000 Penalty: 4698.308594
	Iteration 36Q: 3 clusters Score -1019396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1019396.875000 Penalty: 4698.308594
	Iteration 37Q: 3 clusters Score -1019397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1019396.875000 Penalty: 4698.308594
	Iteration 38F: 3 clusters Score -1019397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -636843.687500 Penalty: 2252.940430
	Iteration 0F: 2 clusters Score -636843.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -629986.625000 Penalty: 4505.880859
	Iteration 0F: 3 clusters Score -629986.6 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -632160.687500 Penalty: 4505.880859
	Iteration 1F: 3 clusters Score -632160.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -632739.625000 Penalty: 4505.880859
	Iteration 2F: 3 clusters Score -632739.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -633280.312500 Penalty: 4505.880859
	Iteration 3F: 3 clusters Score -633280.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -633784.437500 Penalty: 4505.880859
	Iteration 4F: 3 clusters Score -633784.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -634259.562500 Penalty: 4505.880859
	Iteration 5F: 3 clusters Score -634259.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -634661.500000 Penalty: 4505.880859
	Iteration 6F: 3 clusters Score -634661.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -634982.062500 Penalty: 4505.880859
	Iteration 7Q: 3 clusters Score -634982.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -635251.875000 Penalty: 4505.880859
	Iteration 8Q: 3 clusters Score -635251.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -635471.625000 Penalty: 4505.880859
	Iteration 9Q: 3 clusters Score -635471.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -635642.062500 Penalty: 4505.880859
	Iteration 10Q: 3 clusters Score -635642.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -635821.687500 Penalty: 4505.880859
	Iteration 11Q: 3 clusters Score -635821.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -635990.187500 Penalty: 4505.880859
	Iteration 12Q: 3 clusters Score -635990.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -636143.187500 Penalty: 4505.880859
	Iteration 13Q: 3 clusters Score -636143.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -636271.062500 Penalty: 4505.880859
	Iteration 14Q: 3 clusters Score -636271.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -636414.125000 Penalty: 4505.880859
	Iteration 15Q: 3 clusters Score -636414.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -636553.625000 Penalty: 4505.880859
	Iteration 16Q: 3 clusters Score -636553.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -636686.250000 Penalty: 4505.880859
	Iteration 17Q: 3 clusters Score -636686.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -636802.375000 Penalty: 4505.880859
	Iteration 18Q: 3 clusters Score -636802.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -636893.500000 Penalty: 4505.880859
	Iteration 19Q: 3 clusters Score -636893.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -636997.000000 Penalty: 4505.880859
	Iteration 20F: 3 clusters Score -636997 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -637111.312500 Penalty: 4505.880859
	Iteration 21Q: 3 clusters Score -637111.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -637229.375000 Penalty: 4505.880859
	Iteration 22Q: 3 clusters Score -637229.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -637324.687500 Penalty: 4505.880859
	Iteration 23Q: 3 clusters Score -637324.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -637369.562500 Penalty: 4505.880859
	Iteration 24Q: 3 clusters Score -637369.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -637391.250000 Penalty: 4505.880859
	Iteration 25Q: 3 clusters Score -637391.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -637402.562500 Penalty: 4505.880859
	Iteration 26Q: 3 clusters Score -637402.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -637408.250000 Penalty: 4505.880859
	Iteration 27Q: 3 clusters Score -637408.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -637414.375000 Penalty: 4505.880859
	Iteration 28Q: 3 clusters Score -637414.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -637424.375000 Penalty: 4505.880859
	Iteration 29Q: 3 clusters Score -637424.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -637432.062500 Penalty: 4505.880859
	Iteration 30Q: 3 clusters Score -637432.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -637437.125000 Penalty: 4505.880859
	Iteration 31Q: 3 clusters Score -637437.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -637437.937500 Penalty: 4505.880859
	Iteration 32Q: 3 clusters Score -637437.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -637442.625000 Penalty: 4505.880859
	Iteration 33Q: 3 clusters Score -637442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -637444.062500 Penalty: 4505.880859
	Iteration 34Q: 3 clusters Score -637444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -637446.062500 Penalty: 4505.880859
	Iteration 35Q: 3 clusters Score -637446.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -637447.437500 Penalty: 4505.880859
	Iteration 36Q: 3 clusters Score -637447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -637448.250000 Penalty: 4505.880859
	Iteration 37Q: 3 clusters Score -637448.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -637455.125000 Penalty: 4505.880859
	Iteration 38Q: 3 clusters Score -637455.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -637456.937500 Penalty: 4505.880859
	Iteration 39Q: 3 clusters Score -637456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -637456.437500 Penalty: 4505.880859
	Iteration 40F: 3 clusters Score -637456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -637458.187500 Penalty: 4505.880859
	Iteration 41Q: 3 clusters Score -637458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -637458.187500 Penalty: 4505.880859
	Iteration 42F: 3 clusters Score -637458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 31506 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 27752 members 
Mstep: Class 15 contains 62909 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 93952 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 7721 members 
Entering Unmasked Estep 
Score: -38039852.000000 Penalty: 61492.324219
Splitting cluster 5 changes total score from -38029336.000000 to -38039852.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (64419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Entering Unmasked Estep 
Score: -5516459.500000 Penalty: 2746.144775
	Iteration 0F: 2 clusters Score -5516460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -5473207.000000 Penalty: 5492.289551
	Iteration 0F: 3 clusters Score -5473207 nChanged 30158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -5490645.000000 Penalty: 5492.289551
	Iteration 1F: 3 clusters Score -5490645 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -5492285.000000 Penalty: 5492.289551
	Iteration 2F: 3 clusters Score -5492285 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -5494722.500000 Penalty: 5492.289551
	Iteration 3F: 3 clusters Score -5494722 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5497733.000000 Penalty: 5492.289551
	Iteration 4F: 3 clusters Score -5497733 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5500563.000000 Penalty: 5492.289551
	Iteration 5F: 3 clusters Score -5500563 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5502619.000000 Penalty: 5492.289551
	Iteration 6F: 3 clusters Score -5502619 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5503936.000000 Penalty: 5492.289551
	Iteration 7Q: 3 clusters Score -5503936 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -5504736.500000 Penalty: 5492.289551
	Iteration 8Q: 3 clusters Score -5504736 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5505288.500000 Penalty: 5492.289551
	Iteration 9Q: 3 clusters Score -5505288 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -5505709.000000 Penalty: 5492.289551
	Iteration 10Q: 3 clusters Score -5505709 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -5506105.500000 Penalty: 5492.289551
	Iteration 11Q: 3 clusters Score -5506106 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -5506562.500000 Penalty: 5492.289551
	Iteration 12Q: 3 clusters Score -5506562 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -5507104.500000 Penalty: 5492.289551
	Iteration 13Q: 3 clusters Score -5507104 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -5507830.000000 Penalty: 5492.289551
	Iteration 14Q: 3 clusters Score -5507830 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -5508602.500000 Penalty: 5492.289551
	Iteration 15Q: 3 clusters Score -5508602 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -5509539.000000 Penalty: 5492.289551
	Iteration 16Q: 3 clusters Score -5509539 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -5510444.500000 Penalty: 5492.289551
	Iteration 17Q: 3 clusters Score -5510444 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -5511378.500000 Penalty: 5492.289551
	Iteration 18Q: 3 clusters Score -5511378 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -5512204.500000 Penalty: 5492.289551
	Iteration 19Q: 3 clusters Score -5512204 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -5512825.500000 Penalty: 5492.289551
	Iteration 20F: 3 clusters Score -5512826 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -5513262.000000 Penalty: 5492.289551
	Iteration 21Q: 3 clusters Score -5513262 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -5513549.500000 Penalty: 5492.289551
	Iteration 22Q: 3 clusters Score -5513550 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -5513768.000000 Penalty: 5492.289551
	Iteration 23Q: 3 clusters Score -5513768 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -5513875.000000 Penalty: 5492.289551
	Iteration 24Q: 3 clusters Score -5513875 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -5513956.000000 Penalty: 5492.289551
	Iteration 25Q: 3 clusters Score -5513956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -5514013.000000 Penalty: 5492.289551
	Iteration 26Q: 3 clusters Score -5514013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -5514040.500000 Penalty: 5492.289551
	Iteration 27Q: 3 clusters Score -5514040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -5514062.500000 Penalty: 5492.289551
	Iteration 28Q: 3 clusters Score -5514062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -5514078.500000 Penalty: 5492.289551
	Iteration 29Q: 3 clusters Score -5514078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -5514083.500000 Penalty: 5492.289551
	Iteration 30Q: 3 clusters Score -5514084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -5514095.500000 Penalty: 5492.289551
	Iteration 31Q: 3 clusters Score -5514096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -5514120.500000 Penalty: 5492.289551
	Iteration 32Q: 3 clusters Score -5514120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -5514125.000000 Penalty: 5492.289551
	Iteration 33Q: 3 clusters Score -5514125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -5514136.500000 Penalty: 5492.289551
	Iteration 34Q: 3 clusters Score -5514136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -5514152.000000 Penalty: 5492.289551
	Iteration 35Q: 3 clusters Score -5514152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -5514159.000000 Penalty: 5492.289551
	Iteration 36Q: 3 clusters Score -5514159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -5514163.500000 Penalty: 5492.289551
	Iteration 37Q: 3 clusters Score -5514164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -5514175.500000 Penalty: 5492.289551
	Iteration 38Q: 3 clusters Score -5514176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -5514181.500000 Penalty: 5492.289551
	Iteration 39Q: 3 clusters Score -5514182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -5514182.000000 Penalty: 5492.289551
	Iteration 40F: 3 clusters Score -5514182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -5514181.000000 Penalty: 5492.289551
	Iteration 41Q: 3 clusters Score -5514181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -5514182.500000 Penalty: 5492.289551
	Iteration 42Q: 3 clusters Score -5514182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -5514182.000000 Penalty: 5492.289551
	Iteration 43Q: 3 clusters Score -5514182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -5514187.500000 Penalty: 5492.289551
	Iteration 44Q: 3 clusters Score -5514188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -5514192.500000 Penalty: 5492.289551
	Iteration 45Q: 3 clusters Score -5514192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -5514191.500000 Penalty: 5492.289551
	Iteration 46Q: 3 clusters Score -5514192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -5514190.500000 Penalty: 5492.289551
	Iteration 47Q: 3 clusters Score -5514190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -5514190.500000 Penalty: 5492.289551
	Iteration 48F: 3 clusters Score -5514190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Entering Unmasked Estep 
Score: -860872.125000 Penalty: 2300.177734
	Iteration 0F: 2 clusters Score -860872.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -852679.625000 Penalty: 4600.355469
	Iteration 0F: 3 clusters Score -852679.6 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -855328.812500 Penalty: 4600.355469
	Iteration 1F: 3 clusters Score -855328.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -855781.625000 Penalty: 4600.355469
	Iteration 2F: 3 clusters Score -855781.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -856166.187500 Penalty: 4600.355469
	Iteration 3F: 3 clusters Score -856166.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -856513.437500 Penalty: 4600.355469
	Iteration 4F: 3 clusters Score -856513.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -856860.187500 Penalty: 4600.355469
	Iteration 5F: 3 clusters Score -856860.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -857148.125000 Penalty: 4600.355469
	Iteration 6Q: 3 clusters Score -857148.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -857422.750000 Penalty: 4600.355469
	Iteration 7Q: 3 clusters Score -857422.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -857692.312500 Penalty: 4600.355469
	Iteration 8Q: 3 clusters Score -857692.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -857934.687500 Penalty: 4600.355469
	Iteration 9Q: 3 clusters Score -857934.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -858160.500000 Penalty: 4600.355469
	Iteration 10Q: 3 clusters Score -858160.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -858330.875000 Penalty: 4600.355469
	Iteration 11Q: 3 clusters Score -858330.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -858483.000000 Penalty: 4600.355469
	Iteration 12Q: 3 clusters Score -858483 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -858604.812500 Penalty: 4600.355469
	Iteration 13Q: 3 clusters Score -858604.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -858707.562500 Penalty: 4600.355469
	Iteration 14Q: 3 clusters Score -858707.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -858782.625000 Penalty: 4600.355469
	Iteration 15Q: 3 clusters Score -858782.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -858837.625000 Penalty: 4600.355469
	Iteration 16Q: 3 clusters Score -858837.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -858888.937500 Penalty: 4600.355469
	Iteration 17Q: 3 clusters Score -858888.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -858931.375000 Penalty: 4600.355469
	Iteration 18Q: 3 clusters Score -858931.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -858966.812500 Penalty: 4600.355469
	Iteration 19Q: 3 clusters Score -858966.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -858990.125000 Penalty: 4600.355469
	Iteration 20F: 3 clusters Score -858990.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -859003.312500 Penalty: 4600.355469
	Iteration 21Q: 3 clusters Score -859003.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -859014.000000 Penalty: 4600.355469
	Iteration 22Q: 3 clusters Score -859014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -859020.312500 Penalty: 4600.355469
	Iteration 23Q: 3 clusters Score -859020.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -859029.687500 Penalty: 4600.355469
	Iteration 24Q: 3 clusters Score -859029.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -859037.937500 Penalty: 4600.355469
	Iteration 25Q: 3 clusters Score -859037.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -859044.750000 Penalty: 4600.355469
	Iteration 26Q: 3 clusters Score -859044.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -859050.500000 Penalty: 4600.355469
	Iteration 27Q: 3 clusters Score -859050.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -859054.875000 Penalty: 4600.355469
	Iteration 28Q: 3 clusters Score -859054.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -859056.625000 Penalty: 4600.355469
	Iteration 29Q: 3 clusters Score -859056.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -859060.312500 Penalty: 4600.355469
	Iteration 30Q: 3 clusters Score -859060.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -859060.125000 Penalty: 4600.355469
	Iteration 31Q: 3 clusters Score -859060.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -859062.875000 Penalty: 4600.355469
	Iteration 32Q: 3 clusters Score -859062.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -859064.250000 Penalty: 4600.355469
	Iteration 33Q: 3 clusters Score -859064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -859064.687500 Penalty: 4600.355469
	Iteration 34Q: 3 clusters Score -859064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -859067.750000 Penalty: 4600.355469
	Iteration 35Q: 3 clusters Score -859067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -859067.312500 Penalty: 4600.355469
	Iteration 36Q: 3 clusters Score -859067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -859064.937500 Penalty: 4600.355469
	Iteration 37Q: 3 clusters Score -859064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -859066.562500 Penalty: 4600.355469
	Iteration 38Q: 3 clusters Score -859066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -859067.250000 Penalty: 4600.355469
	Iteration 39Q: 3 clusters Score -859067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -859067.250000 Penalty: 4600.355469
	Iteration 40F: 3 clusters Score -859067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Entering Unmasked Estep 
Score: -1068531.125000 Penalty: 2333.215088
	Iteration 0F: 2 clusters Score -1068531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1059465.500000 Penalty: 4666.430176
	Iteration 0F: 3 clusters Score -1059466 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1062314.750000 Penalty: 4666.430176
	Iteration 1F: 3 clusters Score -1062315 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1062814.000000 Penalty: 4666.430176
	Iteration 2F: 3 clusters Score -1062814 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1063211.375000 Penalty: 4666.430176
	Iteration 3F: 3 clusters Score -1063211 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1063519.250000 Penalty: 4666.430176
	Iteration 4F: 3 clusters Score -1063519 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1063827.000000 Penalty: 4666.430176
	Iteration 5Q: 3 clusters Score -1063827 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1064151.875000 Penalty: 4666.430176
	Iteration 6Q: 3 clusters Score -1064152 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1064512.375000 Penalty: 4666.430176
	Iteration 7Q: 3 clusters Score -1064512 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1064895.500000 Penalty: 4666.430176
	Iteration 8Q: 3 clusters Score -1064896 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1065277.375000 Penalty: 4666.430176
	Iteration 9Q: 3 clusters Score -1065277 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1065601.500000 Penalty: 4666.430176
	Iteration 10Q: 3 clusters Score -1065602 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1065864.000000 Penalty: 4666.430176
	Iteration 11Q: 3 clusters Score -1065864 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1066073.500000 Penalty: 4666.430176
	Iteration 12Q: 3 clusters Score -1066074 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1066225.125000 Penalty: 4666.430176
	Iteration 13Q: 3 clusters Score -1066225 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1066333.000000 Penalty: 4666.430176
	Iteration 14Q: 3 clusters Score -1066333 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1066409.750000 Penalty: 4666.430176
	Iteration 15Q: 3 clusters Score -1066410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1066477.250000 Penalty: 4666.430176
	Iteration 16Q: 3 clusters Score -1066477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1066518.750000 Penalty: 4666.430176
	Iteration 17Q: 3 clusters Score -1066519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1066562.125000 Penalty: 4666.430176
	Iteration 18Q: 3 clusters Score -1066562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1066593.250000 Penalty: 4666.430176
	Iteration 19Q: 3 clusters Score -1066593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1066622.500000 Penalty: 4666.430176
	Iteration 20F: 3 clusters Score -1066622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1066635.000000 Penalty: 4666.430176
	Iteration 21Q: 3 clusters Score -1066635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1066652.375000 Penalty: 4666.430176
	Iteration 22Q: 3 clusters Score -1066652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1066671.750000 Penalty: 4666.430176
	Iteration 23Q: 3 clusters Score -1066672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1066683.875000 Penalty: 4666.430176
	Iteration 24Q: 3 clusters Score -1066684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1066692.375000 Penalty: 4666.430176
	Iteration 25Q: 3 clusters Score -1066692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1066696.000000 Penalty: 4666.430176
	Iteration 26Q: 3 clusters Score -1066696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1066700.875000 Penalty: 4666.430176
	Iteration 27Q: 3 clusters Score -1066701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1066705.250000 Penalty: 4666.430176
	Iteration 28Q: 3 clusters Score -1066705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1066708.500000 Penalty: 4666.430176
	Iteration 29Q: 3 clusters Score -1066708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1066711.875000 Penalty: 4666.430176
	Iteration 30Q: 3 clusters Score -1066712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1066712.375000 Penalty: 4666.430176
	Iteration 31Q: 3 clusters Score -1066712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1066711.625000 Penalty: 4666.430176
	Iteration 32Q: 3 clusters Score -1066712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1066711.875000 Penalty: 4666.430176
	Iteration 33Q: 3 clusters Score -1066712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1066711.875000 Penalty: 4666.430176
	Iteration 34F: 3 clusters Score -1066712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Entering Unmasked Estep 
Score: -2704658.750000 Penalty: 2568.767334
	Iteration 0F: 2 clusters Score -2704659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2683095.250000 Penalty: 5137.534668
	Iteration 0F: 3 clusters Score -2683095 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2690897.000000 Penalty: 5137.534668
	Iteration 1F: 3 clusters Score -2690897 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2691451.000000 Penalty: 5137.534668
	Iteration 2Q: 3 clusters Score -2691451 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2692060.500000 Penalty: 5137.534668
	Iteration 3Q: 3 clusters Score -2692060 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2692834.750000 Penalty: 5137.534668
	Iteration 4Q: 3 clusters Score -2692835 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2694074.500000 Penalty: 5137.534668
	Iteration 5F: 3 clusters Score -2694074 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2696362.750000 Penalty: 5137.534668
	Iteration 6F: 3 clusters Score -2696363 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2700164.000000 Penalty: 5137.534668
	Iteration 7F: 3 clusters Score -2700164 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2705455.750000 Penalty: 5137.534668
	Iteration 8F: 3 clusters Score -2705456 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2711055.000000 Penalty: 5137.534668
	Iteration 9F: 3 clusters Score -2711055 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2715036.500000 Penalty: 5137.534668
	Iteration 10F: 3 clusters Score -2715036 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2716712.750000 Penalty: 5137.534668
	Iteration 11Q: 3 clusters Score -2716713 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2717479.750000 Penalty: 5137.534668
	Iteration 12Q: 3 clusters Score -2717480 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2717756.250000 Penalty: 5137.534668
	Iteration 13Q: 3 clusters Score -2717756 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2717838.500000 Penalty: 5137.534668
	Iteration 14Q: 3 clusters Score -2717838 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2717870.000000 Penalty: 5137.534668
	Iteration 15Q: 3 clusters Score -2717870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2717872.750000 Penalty: 5137.534668
	Iteration 16Q: 3 clusters Score -2717873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2717881.000000 Penalty: 5137.534668
	Iteration 17Q: 3 clusters Score -2717881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2717876.250000 Penalty: 5137.534668
	Iteration 18Q: 3 clusters Score -2717876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2717874.750000 Penalty: 5137.534668
	Iteration 19Q: 3 clusters Score -2717875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2717878.750000 Penalty: 5137.534668
	Iteration 20F: 3 clusters Score -2717879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2717879.750000 Penalty: 5137.534668
	Iteration 21Q: 3 clusters Score -2717880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2717879.750000 Penalty: 5137.534668
	Iteration 22F: 3 clusters Score -2717880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 27752 members 
Mstep: Class 15 contains 62909 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 93952 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 16861 members 
Entering Unmasked Estep 
Score: -38052424.000000 Penalty: 64728.761719
Splitting cluster 11 changes total score from -38029336.000000 to -38052424.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (13675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Entering Unmasked Estep 
Score: -1170726.125000 Penalty: 2361.784668
	Iteration 0F: 2 clusters Score -1170726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1160679.000000 Penalty: 4723.569336
	Iteration 0F: 3 clusters Score -1160679 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1163824.250000 Penalty: 4723.569336
	Iteration 1F: 3 clusters Score -1163824 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1164172.125000 Penalty: 4723.569336
	Iteration 2F: 3 clusters Score -1164172 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1164537.875000 Penalty: 4723.569336
	Iteration 3F: 3 clusters Score -1164538 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1165079.125000 Penalty: 4723.569336
	Iteration 4F: 3 clusters Score -1165079 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1165930.500000 Penalty: 4723.569336
	Iteration 5F: 3 clusters Score -1165930 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1167140.125000 Penalty: 4723.569336
	Iteration 6F: 3 clusters Score -1167140 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1168708.625000 Penalty: 4723.569336
	Iteration 7F: 3 clusters Score -1168709 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1170710.250000 Penalty: 4723.569336
	Iteration 8F: 3 clusters Score -1170710 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1172663.375000 Penalty: 4723.569336
	Iteration 9F: 3 clusters Score -1172663 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1173692.000000 Penalty: 4723.569336
	Iteration 10Q: 3 clusters Score -1173692 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1173855.125000 Penalty: 4723.569336
	Iteration 11Q: 3 clusters Score -1173855 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1173884.500000 Penalty: 4723.569336
	Iteration 12Q: 3 clusters Score -1173884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1173892.625000 Penalty: 4723.569336
	Iteration 13Q: 3 clusters Score -1173893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1173898.000000 Penalty: 4723.569336
	Iteration 14Q: 3 clusters Score -1173898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1173896.000000 Penalty: 4723.569336
	Iteration 15Q: 3 clusters Score -1173896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1173899.000000 Penalty: 4723.569336
	Iteration 16Q: 3 clusters Score -1173899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1173899.000000 Penalty: 4723.569336
	Iteration 17F: 3 clusters Score -1173899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 27752 members 
Mstep: Class 15 contains 62909 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 93952 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 16861 members 
Mstep: Class 21 contains 5826 members 
Entering Unmasked Estep 
Score: -38054668.000000 Penalty: 67965.203125
Splitting cluster 12 changes total score from -38029336.000000 to -38054668.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (52374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Entering Unmasked Estep 
Score: -4271672.000000 Penalty: 2694.809082
	Iteration 0F: 2 clusters Score -4271672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4236377.000000 Penalty: 5389.618164
	Iteration 0F: 3 clusters Score -4236377 nChanged 24316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4250005.000000 Penalty: 5389.618164
	Iteration 1F: 3 clusters Score -4250005 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -4250801.500000 Penalty: 5389.618164
	Iteration 2Q: 3 clusters Score -4250802 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -4251902.000000 Penalty: 5389.618164
	Iteration 3Q: 3 clusters Score -4251902 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -4253417.500000 Penalty: 5389.618164
	Iteration 4F: 3 clusters Score -4253418 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -4255341.500000 Penalty: 5389.618164
	Iteration 5F: 3 clusters Score -4255342 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4257579.000000 Penalty: 5389.618164
	Iteration 6F: 3 clusters Score -4257579 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4259858.000000 Penalty: 5389.618164
	Iteration 7F: 3 clusters Score -4259858 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -4261777.500000 Penalty: 5389.618164
	Iteration 8F: 3 clusters Score -4261778 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4263291.500000 Penalty: 5389.618164
	Iteration 9F: 3 clusters Score -4263292 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4264564.500000 Penalty: 5389.618164
	Iteration 10Q: 3 clusters Score -4264564 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4265438.000000 Penalty: 5389.618164
	Iteration 11Q: 3 clusters Score -4265438 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4265971.500000 Penalty: 5389.618164
	Iteration 12Q: 3 clusters Score -4265972 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -4266319.000000 Penalty: 5389.618164
	Iteration 13Q: 3 clusters Score -4266319 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4266631.500000 Penalty: 5389.618164
	Iteration 14Q: 3 clusters Score -4266632 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4266888.000000 Penalty: 5389.618164
	Iteration 15Q: 3 clusters Score -4266888 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4267023.000000 Penalty: 5389.618164
	Iteration 16Q: 3 clusters Score -4267023 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4267161.000000 Penalty: 5389.618164
	Iteration 17Q: 3 clusters Score -4267161 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4267249.000000 Penalty: 5389.618164
	Iteration 18Q: 3 clusters Score -4267249 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -4267342.000000 Penalty: 5389.618164
	Iteration 19Q: 3 clusters Score -4267342 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4267445.000000 Penalty: 5389.618164
	Iteration 20F: 3 clusters Score -4267445 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4267497.000000 Penalty: 5389.618164
	Iteration 21Q: 3 clusters Score -4267497 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4267562.500000 Penalty: 5389.618164
	Iteration 22Q: 3 clusters Score -4267562 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4267612.000000 Penalty: 5389.618164
	Iteration 23Q: 3 clusters Score -4267612 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4267660.000000 Penalty: 5389.618164
	Iteration 24Q: 3 clusters Score -4267660 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4267703.000000 Penalty: 5389.618164
	Iteration 25Q: 3 clusters Score -4267703 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4267741.000000 Penalty: 5389.618164
	Iteration 26Q: 3 clusters Score -4267741 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4267763.000000 Penalty: 5389.618164
	Iteration 27Q: 3 clusters Score -4267763 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4267796.500000 Penalty: 5389.618164
	Iteration 28Q: 3 clusters Score -4267796 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4267838.000000 Penalty: 5389.618164
	Iteration 29Q: 3 clusters Score -4267838 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4267851.500000 Penalty: 5389.618164
	Iteration 30Q: 3 clusters Score -4267852 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4267874.500000 Penalty: 5389.618164
	Iteration 31Q: 3 clusters Score -4267874 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4267905.000000 Penalty: 5389.618164
	Iteration 32Q: 3 clusters Score -4267905 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -4267927.500000 Penalty: 5389.618164
	Iteration 33Q: 3 clusters Score -4267928 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4267932.500000 Penalty: 5389.618164
	Iteration 34Q: 3 clusters Score -4267932 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4267955.500000 Penalty: 5389.618164
	Iteration 35Q: 3 clusters Score -4267956 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4267967.000000 Penalty: 5389.618164
	Iteration 36Q: 3 clusters Score -4267967 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -4268003.000000 Penalty: 5389.618164
	Iteration 37Q: 3 clusters Score -4268003 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4268028.500000 Penalty: 5389.618164
	Iteration 38Q: 3 clusters Score -4268028 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4268049.000000 Penalty: 5389.618164
	Iteration 39Q: 3 clusters Score -4268049 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4268057.000000 Penalty: 5389.618164
	Iteration 40F: 3 clusters Score -4268057 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4268098.500000 Penalty: 5389.618164
	Iteration 41Q: 3 clusters Score -4268098 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4268093.000000 Penalty: 5389.618164
	Iteration 42Q: 3 clusters Score -4268093 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4268099.500000 Penalty: 5389.618164
	Iteration 43Q: 3 clusters Score -4268100 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4268131.500000 Penalty: 5389.618164
	Iteration 44Q: 3 clusters Score -4268132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -4268145.000000 Penalty: 5389.618164
	Iteration 45Q: 3 clusters Score -4268145 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -4268159.500000 Penalty: 5389.618164
	Iteration 46Q: 3 clusters Score -4268160 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4268172.500000 Penalty: 5389.618164
	Iteration 47Q: 3 clusters Score -4268172 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4268203.500000 Penalty: 5389.618164
	Iteration 48Q: 3 clusters Score -4268204 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4268216.500000 Penalty: 5389.618164
	Iteration 49Q: 3 clusters Score -4268216 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4268216.500000 Penalty: 5389.618164
	Iteration 50Q: 3 clusters Score -4268216 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -4268258.000000 Penalty: 5389.618164
	Iteration 51Q: 3 clusters Score -4268258 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4268283.000000 Penalty: 5389.618164
	Iteration 52Q: 3 clusters Score -4268283 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -4268306.000000 Penalty: 5389.618164
	Iteration 53Q: 3 clusters Score -4268306 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4268324.500000 Penalty: 5389.618164
	Iteration 54Q: 3 clusters Score -4268324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4268333.500000 Penalty: 5389.618164
	Iteration 55Q: 3 clusters Score -4268334 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -4268370.500000 Penalty: 5389.618164
	Iteration 56Q: 3 clusters Score -4268370 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4268404.000000 Penalty: 5389.618164
	Iteration 57Q: 3 clusters Score -4268404 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4268420.500000 Penalty: 5389.618164
	Iteration 58Q: 3 clusters Score -4268420 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -4268410.500000 Penalty: 5389.618164
	Iteration 59Q: 3 clusters Score -4268410 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -4268442.000000 Penalty: 5389.618164
	Iteration 60F: 3 clusters Score -4268442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4268467.500000 Penalty: 5389.618164
	Iteration 61Q: 3 clusters Score -4268468 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4268504.000000 Penalty: 5389.618164
	Iteration 62Q: 3 clusters Score -4268504 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -4268527.500000 Penalty: 5389.618164
	Iteration 63Q: 3 clusters Score -4268528 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4268538.000000 Penalty: 5389.618164
	Iteration 64Q: 3 clusters Score -4268538 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4268572 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4268610 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4268624 nChanged 156
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Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4268634 nChanged 153
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Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4268644 nChanged 169
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Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4268676 nChanged 177
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Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4268720 nChanged 186
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Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4268748 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4268785 nChanged 201
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Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4268800 nChanged 201
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Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4268838 nChanged 215
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Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4268886 nChanged 226
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Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4268958 nChanged 215
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Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4269006 nChanged 206
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Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4269033 nChanged 216
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Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4269096 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4269148 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4269218 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4269286 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4269320 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -4269353.500000 Penalty: 5389.618164
	Iteration 85Q: 3 clusters Score -4269354 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -4269406.500000 Penalty: 5389.618164
	Iteration 86Q: 3 clusters Score -4269406 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4269470 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4269516 nChanged 186
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Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4269562 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4269594 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4269623 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4269648 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4269680 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4269708 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4269712.500000 Penalty: 5389.618164
	Iteration 95Q: 3 clusters Score -4269712 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4269708 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4269715.000000 Penalty: 5389.618164
	Iteration 97Q: 3 clusters Score -4269715 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -4269726.000000 Penalty: 5389.618164
	Iteration 98Q: 3 clusters Score -4269726 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4269724 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -4269717.000000 Penalty: 5389.618164
	Iteration 100F: 3 clusters Score -4269717 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4269716 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4269729 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4269737 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4269746 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4269746 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4269738.000000 Penalty: 5389.618164
	Iteration 106Q: 3 clusters Score -4269738 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4269744.500000 Penalty: 5389.618164
	Iteration 107Q: 3 clusters Score -4269744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4269750.500000 Penalty: 5389.618164
	Iteration 108Q: 3 clusters Score -4269750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4269761.500000 Penalty: 5389.618164
	Iteration 109Q: 3 clusters Score -4269762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -4269753.000000 Penalty: 5389.618164
	Iteration 110Q: 3 clusters Score -4269753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4269762.000000 Penalty: 5389.618164
	Iteration 111Q: 3 clusters Score -4269762 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4269762 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4269762.500000 Penalty: 5389.618164
	Iteration 113Q: 3 clusters Score -4269762 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4269765.000000 Penalty: 5389.618164
	Iteration 114Q: 3 clusters Score -4269765 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -4269772.000000 Penalty: 5389.618164
	Iteration 115Q: 3 clusters Score -4269772 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4269781.000000 Penalty: 5389.618164
	Iteration 116Q: 3 clusters Score -4269781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4269787.000000 Penalty: 5389.618164
	Iteration 117Q: 3 clusters Score -4269787 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -4269799.000000 Penalty: 5389.618164
	Iteration 118Q: 3 clusters Score -4269799 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -4269800.500000 Penalty: 5389.618164
	Iteration 119Q: 3 clusters Score -4269800 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4269808.000000 Penalty: 5389.618164
	Iteration 120F: 3 clusters Score -4269808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4269811.500000 Penalty: 5389.618164
	Iteration 121Q: 3 clusters Score -4269812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4269813.500000 Penalty: 5389.618164
	Iteration 122Q: 3 clusters Score -4269814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -4269828.000000 Penalty: 5389.618164
	Iteration 123Q: 3 clusters Score -4269828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4269829.000000 Penalty: 5389.618164
	Iteration 124Q: 3 clusters Score -4269829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4269840.500000 Penalty: 5389.618164
	Iteration 125Q: 3 clusters Score -4269840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4269848.000000 Penalty: 5389.618164
	Iteration 126Q: 3 clusters Score -4269848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -4269849.500000 Penalty: 5389.618164
	Iteration 127Q: 3 clusters Score -4269850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4269853.000000 Penalty: 5389.618164
	Iteration 128Q: 3 clusters Score -4269853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4269862.000000 Penalty: 5389.618164
	Iteration 129Q: 3 clusters Score -4269862 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4269859.000000 Penalty: 5389.618164
	Iteration 130Q: 3 clusters Score -4269859 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4269861.500000 Penalty: 5389.618164
	Iteration 131Q: 3 clusters Score -4269862 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4269873.000000 Penalty: 5389.618164
	Iteration 132Q: 3 clusters Score -4269873 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4269873.000000 Penalty: 5389.618164
	Iteration 133Q: 3 clusters Score -4269873 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4269871.000000 Penalty: 5389.618164
	Iteration 134Q: 3 clusters Score -4269871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4269864.500000 Penalty: 5389.618164
	Iteration 135Q: 3 clusters Score -4269864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4269866.500000 Penalty: 5389.618164
	Iteration 136Q: 3 clusters Score -4269866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4269872.500000 Penalty: 5389.618164
	Iteration 137Q: 3 clusters Score -4269872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4269863.500000 Penalty: 5389.618164
	Iteration 138Q: 3 clusters Score -4269864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4269866.000000 Penalty: 5389.618164
	Iteration 139Q: 3 clusters Score -4269866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -4269880.000000 Penalty: 5389.618164
	Iteration 140F: 3 clusters Score -4269880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -4269892.000000 Penalty: 5389.618164
	Iteration 141Q: 3 clusters Score -4269892 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -4269889.000000 Penalty: 5389.618164
	Iteration 142Q: 3 clusters Score -4269889 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -4269886.000000 Penalty: 5389.618164
	Iteration 143Q: 3 clusters Score -4269886 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4269891.500000 Penalty: 5389.618164
	Iteration 144Q: 3 clusters Score -4269892 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -4269892.500000 Penalty: 5389.618164
	Iteration 145Q: 3 clusters Score -4269892 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4269897.500000 Penalty: 5389.618164
	Iteration 146Q: 3 clusters Score -4269898 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -4269893.500000 Penalty: 5389.618164
	Iteration 147Q: 3 clusters Score -4269894 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4269885.500000 Penalty: 5389.618164
	Iteration 148Q: 3 clusters Score -4269886 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4269885.000000 Penalty: 5389.618164
	Iteration 149Q: 3 clusters Score -4269885 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -4269883.500000 Penalty: 5389.618164
	Iteration 150Q: 3 clusters Score -4269884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4269881.000000 Penalty: 5389.618164
	Iteration 151Q: 3 clusters Score -4269881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4269874.500000 Penalty: 5389.618164
	Iteration 152Q: 3 clusters Score -4269874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4269877.000000 Penalty: 5389.618164
	Iteration 153Q: 3 clusters Score -4269877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4269874.500000 Penalty: 5389.618164
	Iteration 154Q: 3 clusters Score -4269874 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4269876 nChanged 0
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Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4269876.500000 Penalty: 5389.618164
	Iteration 156F: 3 clusters Score -4269876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27752 members 
Entering Unmasked Estep 
Score: -2370598.250000 Penalty: 2537.303711
	Iteration 0F: 2 clusters Score -2370598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2351582 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2359375.000000 Penalty: 5074.607422
	Iteration 1F: 3 clusters Score -2359375 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2361911.500000 Penalty: 5074.607422
	Iteration 2F: 3 clusters Score -2361912 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2365314.500000 Penalty: 5074.607422
	Iteration 3F: 3 clusters Score -2365314 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2367909.250000 Penalty: 5074.607422
	Iteration 4F: 3 clusters Score -2367909 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2369531.000000 Penalty: 5074.607422
	Iteration 5F: 3 clusters Score -2369531 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2370821.500000 Penalty: 5074.607422
	Iteration 6Q: 3 clusters Score -2370822 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2371979.250000 Penalty: 5074.607422
	Iteration 7Q: 3 clusters Score -2371979 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2373570.750000 Penalty: 5074.607422
	Iteration 8Q: 3 clusters Score -2373571 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2375464.750000 Penalty: 5074.607422
	Iteration 9Q: 3 clusters Score -2375465 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2375816.500000 Penalty: 5074.607422
	Iteration 10Q: 3 clusters Score -2375816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2375858.750000 Penalty: 5074.607422
	Iteration 11Q: 3 clusters Score -2375859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -2375869.000000 Penalty: 5074.607422
	Iteration 12Q: 3 clusters Score -2375869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -2375871.750000 Penalty: 5074.607422
	Iteration 13Q: 3 clusters Score -2375872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -2375878.250000 Penalty: 5074.607422
	Iteration 14Q: 3 clusters Score -2375878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -2375878.250000 Penalty: 5074.607422
	Iteration 15F: 3 clusters Score -2375878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 62909 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 93952 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 16861 members 
Mstep: Class 21 contains 5826 members 
Mstep: Class 22 contains 24932 members 
Entering Unmasked Estep 
Score: -38059312.000000 Penalty: 71201.640625
Splitting cluster 14 changes total score from -38029336.000000 to -38059312.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (62909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Entering Unmasked Estep 
Score: -5333659.000000 Penalty: 2740.262207
	Iteration 0F: 2 clusters Score -5333659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -5291454.000000 Penalty: 5480.524414
	Iteration 0F: 3 clusters Score -5291454 nChanged 29246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -5309233.000000 Penalty: 5480.524414
	Iteration 1F: 3 clusters Score -5309233 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -5312843.500000 Penalty: 5480.524414
	Iteration 2F: 3 clusters Score -5312844 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -5320663.500000 Penalty: 5480.524414
	Iteration 3F: 3 clusters Score -5320664 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -5334509.000000 Penalty: 5480.524414
	Iteration 4F: 3 clusters Score -5334509 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -5347328.000000 Penalty: 5480.524414
	Iteration 5F: 3 clusters Score -5347328 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -5352836.500000 Penalty: 5480.524414
	Iteration 6F: 3 clusters Score -5352836 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5356065.000000 Penalty: 5480.524414
	Iteration 7Q: 3 clusters Score -5356065 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -5359433.000000 Penalty: 5480.524414
	Iteration 8Q: 3 clusters Score -5359433 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -5362972.000000 Penalty: 5480.524414
	Iteration 9Q: 3 clusters Score -5362972 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -5364931.000000 Penalty: 5480.524414
	Iteration 10Q: 3 clusters Score -5364931 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -5365155.000000 Penalty: 5480.524414
	Iteration 11Q: 3 clusters Score -5365155 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -5365183.000000 Penalty: 5480.524414
	Iteration 12Q: 3 clusters Score -5365183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -5365184.000000 Penalty: 5480.524414
	Iteration 13Q: 3 clusters Score -5365184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -5365180.000000 Penalty: 5480.524414
	Iteration 14Q: 3 clusters Score -5365180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -5365182.000000 Penalty: 5480.524414
	Iteration 15Q: 3 clusters Score -5365182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -5365182.000000 Penalty: 5480.524414
	Iteration 16F: 3 clusters Score -5365182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 93952 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 16861 members 
Mstep: Class 21 contains 5826 members 
Mstep: Class 22 contains 24932 members 
Mstep: Class 23 contains 46534 members 
Entering Unmasked Estep 
Score: -38090272.000000 Penalty: 74438.078125
Splitting cluster 15 changes total score from -38029336.000000 to -38090272.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (93952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Entering Unmasked Estep 
Score: -8086048.500000 Penalty: 2839.733887
	Iteration 0F: 2 clusters Score -8086048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -8023286.000000 Penalty: 5679.467773
	Iteration 0F: 3 clusters Score -8023286 nChanged 44370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8049898.500000 Penalty: 5679.467773
	Iteration 1F: 3 clusters Score -8049898 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8052562.000000 Penalty: 5679.467773
	Iteration 2F: 3 clusters Score -8052562 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -8056566.500000 Penalty: 5679.467773
	Iteration 3F: 3 clusters Score -8056566 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -8061921.000000 Penalty: 5679.467773
	Iteration 4F: 3 clusters Score -8061921 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -8067853.000000 Penalty: 5679.467773
	Iteration 5F: 3 clusters Score -8067853 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -8073357.500000 Penalty: 5679.467773
	Iteration 6F: 3 clusters Score -8073358 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -8077912.000000 Penalty: 5679.467773
	Iteration 7F: 3 clusters Score -8077912 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -8081485.500000 Penalty: 5679.467773
	Iteration 8Q: 3 clusters Score -8081486 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -8083431.500000 Penalty: 5679.467773
	Iteration 9Q: 3 clusters Score -8083432 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -8084238.500000 Penalty: 5679.467773
	Iteration 10Q: 3 clusters Score -8084238 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -8084634.000000 Penalty: 5679.467773
	Iteration 11Q: 3 clusters Score -8084634 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -8084915.000000 Penalty: 5679.467773
	Iteration 12Q: 3 clusters Score -8084915 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -8085116.500000 Penalty: 5679.467773
	Iteration 13Q: 3 clusters Score -8085116 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -8085207.500000 Penalty: 5679.467773
	Iteration 14Q: 3 clusters Score -8085208 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -8085307.500000 Penalty: 5679.467773
	Iteration 15Q: 3 clusters Score -8085308 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -8085414.000000 Penalty: 5679.467773
	Iteration 16Q: 3 clusters Score -8085414 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -8085487.000000 Penalty: 5679.467773
	Iteration 17Q: 3 clusters Score -8085487 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -8085555.000000 Penalty: 5679.467773
	Iteration 18Q: 3 clusters Score -8085555 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -8085608.500000 Penalty: 5679.467773
	Iteration 19Q: 3 clusters Score -8085608 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -8085652.500000 Penalty: 5679.467773
	Iteration 20F: 3 clusters Score -8085652 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -8085680.000000 Penalty: 5679.467773
	Iteration 21Q: 3 clusters Score -8085680 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -8085739.500000 Penalty: 5679.467773
	Iteration 22Q: 3 clusters Score -8085740 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -8085774.000000 Penalty: 5679.467773
	Iteration 23Q: 3 clusters Score -8085774 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -8085806.000000 Penalty: 5679.467773
	Iteration 24Q: 3 clusters Score -8085806 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -8085846.500000 Penalty: 5679.467773
	Iteration 25Q: 3 clusters Score -8085846 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -8085877.500000 Penalty: 5679.467773
	Iteration 26Q: 3 clusters Score -8085878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -8085921.500000 Penalty: 5679.467773
	Iteration 27Q: 3 clusters Score -8085922 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -8085932.000000 Penalty: 5679.467773
	Iteration 28Q: 3 clusters Score -8085932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -8085928.500000 Penalty: 5679.467773
	Iteration 29Q: 3 clusters Score -8085928 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -8085937.000000 Penalty: 5679.467773
	Iteration 30Q: 3 clusters Score -8085937 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -8085973.000000 Penalty: 5679.467773
	Iteration 31Q: 3 clusters Score -8085973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8085989.500000 Penalty: 5679.467773
	Iteration 32Q: 3 clusters Score -8085990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -8086010.500000 Penalty: 5679.467773
	Iteration 33Q: 3 clusters Score -8086010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -8086015.000000 Penalty: 5679.467773
	Iteration 34Q: 3 clusters Score -8086015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -8086025.000000 Penalty: 5679.467773
	Iteration 35Q: 3 clusters Score -8086025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -8086021.500000 Penalty: 5679.467773
	Iteration 36Q: 3 clusters Score -8086022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -8086032.500000 Penalty: 5679.467773
	Iteration 37Q: 3 clusters Score -8086032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -8086025.000000 Penalty: 5679.467773
	Iteration 38Q: 3 clusters Score -8086025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -8086034.000000 Penalty: 5679.467773
	Iteration 39Q: 3 clusters Score -8086034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -8086048.000000 Penalty: 5679.467773
	Iteration 40F: 3 clusters Score -8086048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -8086060.000000 Penalty: 5679.467773
	Iteration 41Q: 3 clusters Score -8086060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -8086053.500000 Penalty: 5679.467773
	Iteration 42Q: 3 clusters Score -8086054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -8086061.000000 Penalty: 5679.467773
	Iteration 43Q: 3 clusters Score -8086061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -8086055.500000 Penalty: 5679.467773
	Iteration 44Q: 3 clusters Score -8086056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -8086073.500000 Penalty: 5679.467773
	Iteration 45Q: 3 clusters Score -8086074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -8086085.000000 Penalty: 5679.467773
	Iteration 46Q: 3 clusters Score -8086085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -8086083.000000 Penalty: 5679.467773
	Iteration 47Q: 3 clusters Score -8086083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -8086078.000000 Penalty: 5679.467773
	Iteration 48Q: 3 clusters Score -8086078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -8086084.500000 Penalty: 5679.467773
	Iteration 49Q: 3 clusters Score -8086084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -8086073.500000 Penalty: 5679.467773
	Iteration 50Q: 3 clusters Score -8086074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -8086086.500000 Penalty: 5679.467773
	Iteration 51Q: 3 clusters Score -8086086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -8086082.000000 Penalty: 5679.467773
	Iteration 52Q: 3 clusters Score -8086082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -8086080.500000 Penalty: 5679.467773
	Iteration 53Q: 3 clusters Score -8086080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -8086081.000000 Penalty: 5679.467773
	Iteration 54Q: 3 clusters Score -8086081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -8086084.000000 Penalty: 5679.467773
	Iteration 55Q: 3 clusters Score -8086084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -8086089.500000 Penalty: 5679.467773
	Iteration 56Q: 3 clusters Score -8086090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -8086088.500000 Penalty: 5679.467773
	Iteration 57Q: 3 clusters Score -8086088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87164 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -8086085.000000 Penalty: 5679.467773
	Iteration 58Q: 3 clusters Score -8086085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -8086090.500000 Penalty: 5679.467773
	Iteration 59Q: 3 clusters Score -8086090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -8086089.500000 Penalty: 5679.467773
	Iteration 60F: 3 clusters Score -8086090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -8086099.500000 Penalty: 5679.467773
	Iteration 61Q: 3 clusters Score -8086100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -8086094.000000 Penalty: 5679.467773
	Iteration 62Q: 3 clusters Score -8086094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -8086100.500000 Penalty: 5679.467773
	Iteration 63Q: 3 clusters Score -8086100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -8086092.000000 Penalty: 5679.467773
	Iteration 64Q: 3 clusters Score -8086092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8086100.000000 Penalty: 5679.467773
	Iteration 65Q: 3 clusters Score -8086100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -8086102.000000 Penalty: 5679.467773
	Iteration 66Q: 3 clusters Score -8086102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -8086106.500000 Penalty: 5679.467773
	Iteration 67Q: 3 clusters Score -8086106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -8086111.000000 Penalty: 5679.467773
	Iteration 68Q: 3 clusters Score -8086111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -8086106.000000 Penalty: 5679.467773
	Iteration 69Q: 3 clusters Score -8086106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -8086108.000000 Penalty: 5679.467773
	Iteration 70Q: 3 clusters Score -8086108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -8086103.500000 Penalty: 5679.467773
	Iteration 71Q: 3 clusters Score -8086104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87382 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -8086099.500000 Penalty: 5679.467773
	Iteration 72Q: 3 clusters Score -8086100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -8086103.500000 Penalty: 5679.467773
	Iteration 73Q: 3 clusters Score -8086104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -8086100.000000 Penalty: 5679.467773
	Iteration 74Q: 3 clusters Score -8086100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8086097.000000 Penalty: 5679.467773
	Iteration 75Q: 3 clusters Score -8086097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -8086102.000000 Penalty: 5679.467773
	Iteration 76Q: 3 clusters Score -8086102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -8086102.000000 Penalty: 5679.467773
	Iteration 77Q: 3 clusters Score -8086102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -8086102.000000 Penalty: 5679.467773
	Iteration 78Q: 3 clusters Score -8086102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -8086102.500000 Penalty: 5679.467773
	Iteration 79Q: 3 clusters Score -8086102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -8086100.500000 Penalty: 5679.467773
	Iteration 80F: 3 clusters Score -8086100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -8086104.500000 Penalty: 5679.467773
	Iteration 81Q: 3 clusters Score -8086104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -8086104.500000 Penalty: 5679.467773
	Iteration 82F: 3 clusters Score -8086104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 87405 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 16861 members 
Mstep: Class 21 contains 5826 members 
Mstep: Class 22 contains 24932 members 
Mstep: Class 23 contains 46534 members 
Mstep: Class 24 contains 6547 members 
Entering Unmasked Estep 
Score: -38089940.000000 Penalty: 77674.515625
Splitting cluster 17 changes total score from -38029336.000000 to -38089940.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (11646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Entering Unmasked Estep 
Score: -971441.125000 Penalty: 2321.953857
	Iteration 0F: 2 clusters Score -971441.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -962705.125000 Penalty: 4643.907715
	Iteration 0F: 3 clusters Score -962705.1 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -965308.437500 Penalty: 4643.907715
	Iteration 1F: 3 clusters Score -965308.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -965666.625000 Penalty: 4643.907715
	Iteration 2F: 3 clusters Score -965666.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -965946.437500 Penalty: 4643.907715
	Iteration 3F: 3 clusters Score -965946.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -966195.062500 Penalty: 4643.907715
	Iteration 4Q: 3 clusters Score -966195.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -966429.687500 Penalty: 4643.907715
	Iteration 5Q: 3 clusters Score -966429.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -966702.375000 Penalty: 4643.907715
	Iteration 6Q: 3 clusters Score -966702.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -967007.000000 Penalty: 4643.907715
	Iteration 7Q: 3 clusters Score -967007 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -967323.562500 Penalty: 4643.907715
	Iteration 8Q: 3 clusters Score -967323.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -967624.437500 Penalty: 4643.907715
	Iteration 9Q: 3 clusters Score -967624.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -967955.625000 Penalty: 4643.907715
	Iteration 10Q: 3 clusters Score -967955.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -968290.875000 Penalty: 4643.907715
	Iteration 11Q: 3 clusters Score -968290.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -968572.375000 Penalty: 4643.907715
	Iteration 12Q: 3 clusters Score -968572.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -968800.750000 Penalty: 4643.907715
	Iteration 13Q: 3 clusters Score -968800.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -968951.187500 Penalty: 4643.907715
	Iteration 14Q: 3 clusters Score -968951.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -969064.375000 Penalty: 4643.907715
	Iteration 15Q: 3 clusters Score -969064.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -969146.562500 Penalty: 4643.907715
	Iteration 16Q: 3 clusters Score -969146.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -969202.062500 Penalty: 4643.907715
	Iteration 17Q: 3 clusters Score -969202.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -969233.187500 Penalty: 4643.907715
	Iteration 18Q: 3 clusters Score -969233.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -969249.500000 Penalty: 4643.907715
	Iteration 19Q: 3 clusters Score -969249.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -969262.750000 Penalty: 4643.907715
	Iteration 20F: 3 clusters Score -969262.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -969278.312500 Penalty: 4643.907715
	Iteration 21Q: 3 clusters Score -969278.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -969290.000000 Penalty: 4643.907715
	Iteration 22Q: 3 clusters Score -969290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -969308.500000 Penalty: 4643.907715
	Iteration 23Q: 3 clusters Score -969308.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -969316.562500 Penalty: 4643.907715
	Iteration 24Q: 3 clusters Score -969316.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -969324.812500 Penalty: 4643.907715
	Iteration 25Q: 3 clusters Score -969324.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -969329.500000 Penalty: 4643.907715
	Iteration 26Q: 3 clusters Score -969329.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -969335.187500 Penalty: 4643.907715
	Iteration 27Q: 3 clusters Score -969335.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -969337.125000 Penalty: 4643.907715
	Iteration 28Q: 3 clusters Score -969337.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -969344.250000 Penalty: 4643.907715
	Iteration 29Q: 3 clusters Score -969344.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -969348.250000 Penalty: 4643.907715
	Iteration 30Q: 3 clusters Score -969348.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -969354.500000 Penalty: 4643.907715
	Iteration 31Q: 3 clusters Score -969354.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -969359.187500 Penalty: 4643.907715
	Iteration 32Q: 3 clusters Score -969359.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -969364.375000 Penalty: 4643.907715
	Iteration 33Q: 3 clusters Score -969364.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -969367.625000 Penalty: 4643.907715
	Iteration 34Q: 3 clusters Score -969367.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -969368.750000 Penalty: 4643.907715
	Iteration 35Q: 3 clusters Score -969368.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -969370.250000 Penalty: 4643.907715
	Iteration 36Q: 3 clusters Score -969370.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -969368.437500 Penalty: 4643.907715
	Iteration 37Q: 3 clusters Score -969368.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -969369.875000 Penalty: 4643.907715
	Iteration 38Q: 3 clusters Score -969369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -969370.125000 Penalty: 4643.907715
	Iteration 39Q: 3 clusters Score -969370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -969375.187500 Penalty: 4643.907715
	Iteration 40F: 3 clusters Score -969375.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -969376.875000 Penalty: 4643.907715
	Iteration 41Q: 3 clusters Score -969376.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -969375.875000 Penalty: 4643.907715
	Iteration 42Q: 3 clusters Score -969375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -969376.687500 Penalty: 4643.907715
	Iteration 43Q: 3 clusters Score -969376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -969377.437500 Penalty: 4643.907715
	Iteration 44Q: 3 clusters Score -969377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -969376.937500 Penalty: 4643.907715
	Iteration 45Q: 3 clusters Score -969376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -969376.625000 Penalty: 4643.907715
	Iteration 46Q: 3 clusters Score -969376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -969378.250000 Penalty: 4643.907715
	Iteration 47Q: 3 clusters Score -969378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -969378.187500 Penalty: 4643.907715
	Iteration 48Q: 3 clusters Score -969378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -969380.312500 Penalty: 4643.907715
	Iteration 49Q: 3 clusters Score -969380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -969379.875000 Penalty: 4643.907715
	Iteration 50Q: 3 clusters Score -969379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -969381.500000 Penalty: 4643.907715
	Iteration 51Q: 3 clusters Score -969381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -969381.500000 Penalty: 4643.907715
	Iteration 52F: 3 clusters Score -969381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -588806.562500 Penalty: 2220.021484
	Iteration 0F: 2 clusters Score -588806.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -582642.312500 Penalty: 4440.042969
	Iteration 0F: 3 clusters Score -582642.3 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -584578.750000 Penalty: 4440.042969
	Iteration 1F: 3 clusters Score -584578.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -585105.250000 Penalty: 4440.042969
	Iteration 2F: 3 clusters Score -585105.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -585534.375000 Penalty: 4440.042969
	Iteration 3F: 3 clusters Score -585534.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -585886.937500 Penalty: 4440.042969
	Iteration 4F: 3 clusters Score -585886.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -586166.250000 Penalty: 4440.042969
	Iteration 5Q: 3 clusters Score -586166.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -586427.187500 Penalty: 4440.042969
	Iteration 6Q: 3 clusters Score -586427.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -586661.875000 Penalty: 4440.042969
	Iteration 7Q: 3 clusters Score -586661.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -586916.250000 Penalty: 4440.042969
	Iteration 8Q: 3 clusters Score -586916.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -587148.000000 Penalty: 4440.042969
	Iteration 9Q: 3 clusters Score -587148 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -587328.750000 Penalty: 4440.042969
	Iteration 10Q: 3 clusters Score -587328.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -587508.562500 Penalty: 4440.042969
	Iteration 11Q: 3 clusters Score -587508.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -587672.875000 Penalty: 4440.042969
	Iteration 12Q: 3 clusters Score -587672.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -587840.437500 Penalty: 4440.042969
	Iteration 13Q: 3 clusters Score -587840.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -587993.875000 Penalty: 4440.042969
	Iteration 14Q: 3 clusters Score -587993.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -588128.000000 Penalty: 4440.042969
	Iteration 15Q: 3 clusters Score -588128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -588251.312500 Penalty: 4440.042969
	Iteration 16Q: 3 clusters Score -588251.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -588430.062500 Penalty: 4440.042969
	Iteration 17Q: 3 clusters Score -588430.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -588745.562500 Penalty: 4440.042969
	Iteration 18Q: 3 clusters Score -588745.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -589213.187500 Penalty: 4440.042969
	Iteration 19Q: 3 clusters Score -589213.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -589639.812500 Penalty: 4440.042969
	Iteration 20F: 3 clusters Score -589639.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -589740.250000 Penalty: 4440.042969
	Iteration 21Q: 3 clusters Score -589740.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -589773.812500 Penalty: 4440.042969
	Iteration 22Q: 3 clusters Score -589773.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -589791.000000 Penalty: 4440.042969
	Iteration 23Q: 3 clusters Score -589791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -589799.750000 Penalty: 4440.042969
	Iteration 24Q: 3 clusters Score -589799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -589803.750000 Penalty: 4440.042969
	Iteration 25Q: 3 clusters Score -589803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -589806.625000 Penalty: 4440.042969
	Iteration 26Q: 3 clusters Score -589806.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -589808.937500 Penalty: 4440.042969
	Iteration 27Q: 3 clusters Score -589808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -589812.125000 Penalty: 4440.042969
	Iteration 28Q: 3 clusters Score -589812.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -589813.062500 Penalty: 4440.042969
	Iteration 29Q: 3 clusters Score -589813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -589814.562500 Penalty: 4440.042969
	Iteration 30Q: 3 clusters Score -589814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -589815.687500 Penalty: 4440.042969
	Iteration 31Q: 3 clusters Score -589815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -589817.500000 Penalty: 4440.042969
	Iteration 32Q: 3 clusters Score -589817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -589817.437500 Penalty: 4440.042969
	Iteration 33Q: 3 clusters Score -589817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -589818.500000 Penalty: 4440.042969
	Iteration 34Q: 3 clusters Score -589818.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -589821.312500 Penalty: 4440.042969
	Iteration 35Q: 3 clusters Score -589821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -589823.750000 Penalty: 4440.042969
	Iteration 36Q: 3 clusters Score -589823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -589825.562500 Penalty: 4440.042969
	Iteration 37Q: 3 clusters Score -589825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -589826.187500 Penalty: 4440.042969
	Iteration 38Q: 3 clusters Score -589826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -589828.250000 Penalty: 4440.042969
	Iteration 39Q: 3 clusters Score -589828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -589828.875000 Penalty: 4440.042969
	Iteration 40F: 3 clusters Score -589828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -589830.750000 Penalty: 4440.042969
	Iteration 41Q: 3 clusters Score -589830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -589831.437500 Penalty: 4440.042969
	Iteration 42Q: 3 clusters Score -589831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -589832.062500 Penalty: 4440.042969
	Iteration 43Q: 3 clusters Score -589832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -589832.812500 Penalty: 4440.042969
	Iteration 44Q: 3 clusters Score -589832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -589832.812500 Penalty: 4440.042969
	Iteration 45Q: 3 clusters Score -589832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -589832.812500 Penalty: 4440.042969
	Iteration 46F: 3 clusters Score -589832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 20372 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 87405 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 2257 members 
Mstep: Class 20 contains 16861 members 
Mstep: Class 21 contains 5826 members 
Mstep: Class 22 contains 24932 members 
Mstep: Class 23 contains 46534 members 
Mstep: Class 24 contains 6547 members 
Mstep: Class 25 contains 5464 members 
Entering Unmasked Estep 
Score: -38090012.000000 Penalty: 80910.953125
Splitting cluster 19 changes total score from -38029336.000000 to -38090012.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 17 contains 87405 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38099472.000000 Penalty: 80910.953125
Iteration 39Q: 26 clusters Score -3.809947e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9992 members 
Mstep: Class 3 contains 13926 members 
Mstep: Class 4 contains 12938 members 
Mstep: Class 5 contains 4319 members 
Mstep: Class 6 contains 64657 members 
Mstep: Class 7 contains 5468 members 
Mstep: Class 8 contains 20023 members 
Mstep: Class 9 contains 10828 members 
Mstep: Class 10 contains 12073 members 
Mstep: Class 11 contains 15391 members 
Mstep: Class 12 contains 8157 members 
Mstep: Class 13 contains 52730 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 16764 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 17 contains 87221 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 16454 members 
Mstep: Class 21 contains 5879 members 
Mstep: Class 22 contains 24638 members 
Mstep: Class 23 contains 45740 members 
Mstep: Class 24 contains 6586 members 
Mstep: Class 25 contains 4904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38106148.000000 Penalty: 80910.953125
Iteration 40F: 26 clusters Score -3.810615e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9916 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 6 contains 64796 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 20109 members 
Mstep: Class 9 contains 10481 members 
Mstep: Class 10 contains 11985 members 
Mstep: Class 11 contains 15626 members 
Mstep: Class 12 contains 8231 members 
Mstep: Class 13 contains 51192 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 16726 members 
Mstep: Class 16 contains 4926 members 
Mstep: Class 17 contains 86896 members 
Mstep: Class 18 contains 11148 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 17400 members 
Mstep: Class 21 contains 6330 members 
Mstep: Class 22 contains 24649 members 
Mstep: Class 23 contains 45703 members 
Mstep: Class 24 contains 6866 members 
Mstep: Class 25 contains 4876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38108168.000000 Penalty: 80910.953125
Iteration 41Q: 26 clusters Score -3.810817e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 13491 members 
Mstep: Class 4 contains 12637 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 6 contains 65031 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 20027 members 
Mstep: Class 9 contains 10246 members 
Mstep: Class 10 contains 11933 members 
Mstep: Class 11 contains 15853 members 
Mstep: Class 12 contains 8303 members 
Mstep: Class 13 contains 49982 members 
Mstep: Class 14 contains 3097 members 
Mstep: Class 15 contains 16737 members 
Mstep: Class 16 contains 5144 members 
Mstep: Class 17 contains 86618 members 
Mstep: Class 18 contains 11005 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 18056 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 24552 members 
Mstep: Class 23 contains 45681 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38109592.000000 Penalty: 80910.953125
Iteration 42Q: 26 clusters Score -3.810959e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 9889 members 
Mstep: Class 3 contains 13349 members 
Mstep: Class 4 contains 12550 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 65257 members 
Mstep: Class 7 contains 5739 members 
Mstep: Class 8 contains 19868 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 11886 members 
Mstep: Class 11 contains 16044 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 49023 members 
Mstep: Class 14 contains 3121 members 
Mstep: Class 15 contains 16746 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 86383 members 
Mstep: Class 18 contains 10874 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 18596 members 
Mstep: Class 21 contains 7140 members 
Mstep: Class 22 contains 24443 members 
Mstep: Class 23 contains 45657 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 4830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38110168.000000 Penalty: 80910.953125
Iteration 43Q: 26 clusters Score -3.811017e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9882 members 
Mstep: Class 3 contains 13218 members 
Mstep: Class 4 contains 12493 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 6 contains 65508 members 
Mstep: Class 7 contains 5815 members 
Mstep: Class 8 contains 19634 members 
Mstep: Class 9 contains 9981 members 
Mstep: Class 10 contains 11854 members 
Mstep: Class 11 contains 16208 members 
Mstep: Class 12 contains 8431 members 
Mstep: Class 13 contains 48190 members 
Mstep: Class 14 contains 3142 members 
Mstep: Class 15 contains 16751 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 86095 members 
Mstep: Class 18 contains 10796 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 19054 members 
Mstep: Class 21 contains 7544 members 
Mstep: Class 22 contains 24343 members 
Mstep: Class 23 contains 45627 members 
Mstep: Class 24 contains 7220 members 
Mstep: Class 25 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38111012.000000 Penalty: 80910.953125
Iteration 44Q: 26 clusters Score -3.811101e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9868 members 
Mstep: Class 3 contains 13126 members 
Mstep: Class 4 contains 12449 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 65729 members 
Mstep: Class 7 contains 5873 members 
Mstep: Class 8 contains 19348 members 
Mstep: Class 9 contains 9880 members 
Mstep: Class 10 contains 11821 members 
Mstep: Class 11 contains 16322 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 47545 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 16759 members 
Mstep: Class 16 contains 5491 members 
Mstep: Class 17 contains 85828 members 
Mstep: Class 18 contains 10747 members 
Mstep: Class 19 contains 3217 members 
Mstep: Class 20 contains 19393 members 
Mstep: Class 21 contains 7994 members 
Mstep: Class 22 contains 24243 members 
Mstep: Class 23 contains 45599 members 
Mstep: Class 24 contains 7304 members 
Mstep: Class 25 contains 4814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38111724.000000 Penalty: 80910.953125
Iteration 45Q: 26 clusters Score -3.811172e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9861 members 
Mstep: Class 3 contains 13075 members 
Mstep: Class 4 contains 12422 members 
Mstep: Class 5 contains 5051 members 
Mstep: Class 6 contains 65965 members 
Mstep: Class 7 contains 5936 members 
Mstep: Class 8 contains 18979 members 
Mstep: Class 9 contains 9783 members 
Mstep: Class 10 contains 11790 members 
Mstep: Class 11 contains 16420 members 
Mstep: Class 12 contains 8532 members 
Mstep: Class 13 contains 46995 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 16766 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 85548 members 
Mstep: Class 18 contains 10702 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 19668 members 
Mstep: Class 21 contains 8474 members 
Mstep: Class 22 contains 24157 members 
Mstep: Class 23 contains 45548 members 
Mstep: Class 24 contains 7377 members 
Mstep: Class 25 contains 4817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38112464.000000 Penalty: 80910.953125
Iteration 46Q: 26 clusters Score -3.811246e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 13012 members 
Mstep: Class 4 contains 12383 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 66238 members 
Mstep: Class 7 contains 5972 members 
Mstep: Class 8 contains 18484 members 
Mstep: Class 9 contains 9703 members 
Mstep: Class 10 contains 11759 members 
Mstep: Class 11 contains 16492 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 46561 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 15 contains 16769 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 85256 members 
Mstep: Class 18 contains 10666 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 19900 members 
Mstep: Class 21 contains 9043 members 
Mstep: Class 22 contains 24100 members 
Mstep: Class 23 contains 45483 members 
Mstep: Class 24 contains 7440 members 
Mstep: Class 25 contains 4829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38113376.000000 Penalty: 80910.953125
Iteration 47Q: 26 clusters Score -3.811338e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9846 members 
Mstep: Class 3 contains 12956 members 
Mstep: Class 4 contains 12356 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 66539 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 17837 members 
Mstep: Class 9 contains 9622 members 
Mstep: Class 10 contains 11733 members 
Mstep: Class 11 contains 16554 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 46156 members 
Mstep: Class 14 contains 3206 members 
Mstep: Class 15 contains 16778 members 
Mstep: Class 16 contains 5656 members 
Mstep: Class 17 contains 84949 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 20120 members 
Mstep: Class 21 contains 9728 members 
Mstep: Class 22 contains 24047 members 
Mstep: Class 23 contains 45414 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38114740.000000 Penalty: 80910.953125
Iteration 48Q: 26 clusters Score -3.811474e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9844 members 
Mstep: Class 3 contains 12899 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 5278 members 
Mstep: Class 6 contains 66827 members 
Mstep: Class 7 contains 6042 members 
Mstep: Class 8 contains 17053 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 11712 members 
Mstep: Class 11 contains 16613 members 
Mstep: Class 12 contains 8652 members 
Mstep: Class 13 contains 45794 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 84628 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 3523 members 
Mstep: Class 20 contains 20321 members 
Mstep: Class 21 contains 10535 members 
Mstep: Class 22 contains 23991 members 
Mstep: Class 23 contains 45340 members 
Mstep: Class 24 contains 7531 members 
Mstep: Class 25 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 26 clusters Score -3.811677e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 12289 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 67152 members 
Mstep: Class 7 contains 6097 members 
Mstep: Class 8 contains 16314 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 11694 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 8683 members 
Mstep: Class 13 contains 45477 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 16769 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 84275 members 
Mstep: Class 18 contains 10666 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 20487 members 
Mstep: Class 21 contains 11260 members 
Mstep: Class 22 contains 23943 members 
Mstep: Class 23 contains 45240 members 
Mstep: Class 24 contains 7567 members 
Mstep: Class 25 contains 4856 members 
Entering Unmasked Estep 
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Iteration 50Q: 26 clusters Score -3.811876e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 12824 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 67491 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 15893 members 
Mstep: Class 9 contains 9500 members 
Mstep: Class 10 contains 11678 members 
Mstep: Class 11 contains 16717 members 
Mstep: Class 12 contains 8705 members 
Mstep: Class 13 contains 45246 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 16755 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 83896 members 
Mstep: Class 18 contains 10673 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 20 contains 20654 members 
Mstep: Class 21 contains 11603 members 
Mstep: Class 22 contains 23946 members 
Mstep: Class 23 contains 45158 members 
Mstep: Class 24 contains 7610 members 
Mstep: Class 25 contains 4844 members 
Entering Unmasked Estep 
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Iteration 51Q: 26 clusters Score -3.811976e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 9854 members 
Mstep: Class 3 contains 12806 members 
Mstep: Class 4 contains 12247 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 67835 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 15739 members 
Mstep: Class 9 contains 9461 members 
Mstep: Class 10 contains 11675 members 
Mstep: Class 11 contains 16757 members 
Mstep: Class 12 contains 8719 members 
Mstep: Class 13 contains 45082 members 
Mstep: Class 14 contains 3242 members 
Mstep: Class 15 contains 16752 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 83511 members 
Mstep: Class 18 contains 10672 members 
Mstep: Class 19 contains 3646 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 21 contains 11582 members 
Mstep: Class 22 contains 23968 members 
Mstep: Class 23 contains 45057 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 4849 members 
Entering Unmasked Estep 
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Iteration 52Q: 26 clusters Score -3.812016e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9860 members 
Mstep: Class 3 contains 12781 members 
Mstep: Class 4 contains 12239 members 
Mstep: Class 5 contains 5479 members 
Mstep: Class 6 contains 68165 members 
Mstep: Class 7 contains 6360 members 
Mstep: Class 8 contains 15707 members 
Mstep: Class 9 contains 9446 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 13 contains 44944 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 16745 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 83146 members 
Mstep: Class 18 contains 10665 members 
Mstep: Class 19 contains 3656 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 21 contains 11425 members 
Mstep: Class 22 contains 24012 members 
Mstep: Class 23 contains 44957 members 
Mstep: Class 24 contains 7681 members 
Mstep: Class 25 contains 4846 members 
Entering Unmasked Estep 
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Iteration 53Q: 26 clusters Score -3.812031e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9860 members 
Mstep: Class 3 contains 12772 members 
Mstep: Class 4 contains 12236 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 68503 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 15693 members 
Mstep: Class 9 contains 9423 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 16816 members 
Mstep: Class 12 contains 8733 members 
Mstep: Class 13 contains 44807 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 16741 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 82778 members 
Mstep: Class 18 contains 10665 members 
Mstep: Class 19 contains 3668 members 
Mstep: Class 20 contains 21012 members 
Mstep: Class 21 contains 11232 members 
Mstep: Class 22 contains 24092 members 
Mstep: Class 23 contains 44846 members 
Mstep: Class 24 contains 7713 members 
Mstep: Class 25 contains 4845 members 
Entering Unmasked Estep 
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Iteration 54Q: 26 clusters Score -3.812059e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9860 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 12238 members 
Mstep: Class 5 contains 5540 members 
Mstep: Class 6 contains 68865 members 
Mstep: Class 7 contains 6569 members 
Mstep: Class 8 contains 15688 members 
Mstep: Class 9 contains 9398 members 
Mstep: Class 10 contains 11673 members 
Mstep: Class 11 contains 16830 members 
Mstep: Class 12 contains 8736 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 16737 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 82413 members 
Mstep: Class 18 contains 10655 members 
Mstep: Class 19 contains 3676 members 
Mstep: Class 20 contains 21113 members 
Mstep: Class 21 contains 11020 members 
Mstep: Class 22 contains 24195 members 
Mstep: Class 23 contains 44751 members 
Mstep: Class 24 contains 7738 members 
Mstep: Class 25 contains 4847 members 
Entering Unmasked Estep 
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Iteration 55Q: 26 clusters Score -3.812081e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 12220 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 69243 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 15681 members 
Mstep: Class 9 contains 9383 members 
Mstep: Class 10 contains 11672 members 
Mstep: Class 11 contains 16849 members 
Mstep: Class 12 contains 8739 members 
Mstep: Class 13 contains 44521 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 16735 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 82021 members 
Mstep: Class 18 contains 10656 members 
Mstep: Class 19 contains 3677 members 
Mstep: Class 20 contains 21194 members 
Mstep: Class 21 contains 10826 members 
Mstep: Class 22 contains 24305 members 
Mstep: Class 23 contains 44644 members 
Mstep: Class 24 contains 7759 members 
Mstep: Class 25 contains 4840 members 
Entering Unmasked Estep 
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Iteration 56Q: 26 clusters Score -3.812102e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9855 members 
Mstep: Class 3 contains 12724 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 5605 members 
Mstep: Class 6 contains 69601 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 15673 members 
Mstep: Class 9 contains 9375 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 16865 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 3279 members 
Mstep: Class 15 contains 16730 members 
Mstep: Class 16 contains 5932 members 
Mstep: Class 17 contains 81639 members 
Mstep: Class 18 contains 10653 members 
Mstep: Class 19 contains 3673 members 
Mstep: Class 20 contains 21291 members 
Mstep: Class 21 contains 10637 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 44525 members 
Mstep: Class 24 contains 7784 members 
Mstep: Class 25 contains 4831 members 
Entering Unmasked Estep 
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Iteration 57Q: 26 clusters Score -3.81212e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9854 members 
Mstep: Class 3 contains 12709 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 5630 members 
Mstep: Class 6 contains 69957 members 
Mstep: Class 7 contains 6889 members 
Mstep: Class 8 contains 15670 members 
Mstep: Class 9 contains 9371 members 
Mstep: Class 10 contains 11673 members 
Mstep: Class 11 contains 16882 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 44261 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 16730 members 
Mstep: Class 16 contains 5953 members 
Mstep: Class 17 contains 81257 members 
Mstep: Class 18 contains 10656 members 
Mstep: Class 19 contains 3674 members 
Mstep: Class 20 contains 21379 members 
Mstep: Class 21 contains 10453 members 
Mstep: Class 22 contains 24490 members 
Mstep: Class 23 contains 44420 members 
Mstep: Class 24 contains 7806 members 
Mstep: Class 25 contains 4819 members 
Entering Unmasked Estep 
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Iteration 58Q: 26 clusters Score -3.812143e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 9855 members 
Mstep: Class 3 contains 12691 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 5643 members 
Mstep: Class 6 contains 70321 members 
Mstep: Class 7 contains 7018 members 
Mstep: Class 8 contains 15673 members 
Mstep: Class 9 contains 9358 members 
Mstep: Class 10 contains 11673 members 
Mstep: Class 11 contains 16890 members 
Mstep: Class 12 contains 8732 members 
Mstep: Class 13 contains 44124 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 16725 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 80886 members 
Mstep: Class 18 contains 10658 members 
Mstep: Class 19 contains 3677 members 
Mstep: Class 20 contains 21462 members 
Mstep: Class 21 contains 10265 members 
Mstep: Class 22 contains 24586 members 
Mstep: Class 23 contains 44304 members 
Mstep: Class 24 contains 7827 members 
Mstep: Class 25 contains 4812 members 
Entering Unmasked Estep 
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Iteration 59Q: 26 clusters Score -3.812158e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 9855 members 
Mstep: Class 3 contains 12677 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 70717 members 
Mstep: Class 7 contains 7153 members 
Mstep: Class 8 contains 15675 members 
Mstep: Class 9 contains 9352 members 
Mstep: Class 10 contains 11673 members 
Mstep: Class 11 contains 16899 members 
Mstep: Class 12 contains 8729 members 
Mstep: Class 13 contains 43988 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 16722 members 
Mstep: Class 16 contains 5984 members 
Mstep: Class 17 contains 80467 members 
Mstep: Class 18 contains 10662 members 
Mstep: Class 19 contains 3677 members 
Mstep: Class 20 contains 21540 members 
Mstep: Class 21 contains 10079 members 
Mstep: Class 22 contains 24670 members 
Mstep: Class 23 contains 44185 members 
Mstep: Class 24 contains 7858 members 
Mstep: Class 25 contains 4799 members 
Entering Unmasked Estep 
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Iteration 60F: 26 clusters Score -3.812187e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 12671 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 71126 members 
Mstep: Class 7 contains 7284 members 
Mstep: Class 8 contains 15665 members 
Mstep: Class 9 contains 9344 members 
Mstep: Class 10 contains 11671 members 
Mstep: Class 11 contains 16905 members 
Mstep: Class 12 contains 8733 members 
Mstep: Class 13 contains 43869 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 16718 members 
Mstep: Class 16 contains 5998 members 
Mstep: Class 17 contains 80034 members 
Mstep: Class 18 contains 10676 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 24762 members 
Mstep: Class 23 contains 44071 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 4785 members 
Entering Unmasked Estep 
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Iteration 61Q: 26 clusters Score -3.812213e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 12660 members 
Mstep: Class 4 contains 12214 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 71549 members 
Mstep: Class 7 contains 7446 members 
Mstep: Class 8 contains 15663 members 
Mstep: Class 9 contains 9330 members 
Mstep: Class 10 contains 11672 members 
Mstep: Class 11 contains 16915 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 43739 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 16719 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 79592 members 
Mstep: Class 18 contains 10699 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 21678 members 
Mstep: Class 21 contains 9679 members 
Mstep: Class 22 contains 24841 members 
Mstep: Class 23 contains 43945 members 
Mstep: Class 24 contains 7921 members 
Mstep: Class 25 contains 4767 members 
Entering Unmasked Estep 
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Iteration 62Q: 26 clusters Score -3.812258e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9854 members 
Mstep: Class 3 contains 12648 members 
Mstep: Class 4 contains 12229 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 71995 members 
Mstep: Class 7 contains 7626 members 
Mstep: Class 8 contains 15659 members 
Mstep: Class 9 contains 9325 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 16921 members 
Mstep: Class 12 contains 8719 members 
Mstep: Class 13 contains 43611 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 16721 members 
Mstep: Class 16 contains 6021 members 
Mstep: Class 17 contains 79136 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 21737 members 
Mstep: Class 21 contains 9476 members 
Mstep: Class 22 contains 24920 members 
Mstep: Class 23 contains 43819 members 
Mstep: Class 24 contains 7950 members 
Mstep: Class 25 contains 4744 members 
Entering Unmasked Estep 
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Iteration 63Q: 26 clusters Score -3.812298e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9850 members 
Mstep: Class 3 contains 12641 members 
Mstep: Class 4 contains 12243 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 72437 members 
Mstep: Class 7 contains 7818 members 
Mstep: Class 8 contains 15654 members 
Mstep: Class 9 contains 9318 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 16922 members 
Mstep: Class 12 contains 8711 members 
Mstep: Class 13 contains 43493 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 16719 members 
Mstep: Class 16 contains 6035 members 
Mstep: Class 17 contains 78674 members 
Mstep: Class 18 contains 10738 members 
Mstep: Class 19 contains 3702 members 
Mstep: Class 20 contains 21780 members 
Mstep: Class 21 contains 9293 members 
Mstep: Class 22 contains 24962 members 
Mstep: Class 23 contains 43717 members 
Mstep: Class 24 contains 7981 members 
Mstep: Class 25 contains 4720 members 
Entering Unmasked Estep 
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Iteration 64Q: 26 clusters Score -3.812334e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 9843 members 
Mstep: Class 3 contains 12644 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 5715 members 
Mstep: Class 6 contains 72904 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 15655 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 11675 members 
Mstep: Class 11 contains 16927 members 
Mstep: Class 12 contains 8705 members 
Mstep: Class 13 contains 43363 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 16721 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 78193 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 3708 members 
Mstep: Class 20 contains 21821 members 
Mstep: Class 21 contains 9150 members 
Mstep: Class 22 contains 24973 members 
Mstep: Class 23 contains 43598 members 
Mstep: Class 24 contains 8009 members 
Mstep: Class 25 contains 4701 members 
Entering Unmasked Estep 
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Iteration 65Q: 26 clusters Score -3.812354e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 9841 members 
Mstep: Class 3 contains 12636 members 
Mstep: Class 4 contains 12262 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 73368 members 
Mstep: Class 7 contains 8129 members 
Mstep: Class 8 contains 15648 members 
Mstep: Class 9 contains 9288 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 16934 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 43269 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 16722 members 
Mstep: Class 16 contains 6050 members 
Mstep: Class 17 contains 77724 members 
Mstep: Class 18 contains 10765 members 
Mstep: Class 19 contains 3710 members 
Mstep: Class 20 contains 21855 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 24973 members 
Mstep: Class 23 contains 43442 members 
Mstep: Class 24 contains 8037 members 
Mstep: Class 25 contains 4684 members 
Entering Unmasked Estep 
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Iteration 66Q: 26 clusters Score -3.812368e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 9839 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 73888 members 
Mstep: Class 7 contains 8272 members 
Mstep: Class 8 contains 15648 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 11676 members 
Mstep: Class 11 contains 16940 members 
Mstep: Class 12 contains 8700 members 
Mstep: Class 13 contains 43181 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 16722 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 77199 members 
Mstep: Class 18 contains 10776 members 
Mstep: Class 19 contains 3708 members 
Mstep: Class 20 contains 21883 members 
Mstep: Class 21 contains 8972 members 
Mstep: Class 22 contains 24953 members 
Mstep: Class 23 contains 43273 members 
Mstep: Class 24 contains 8064 members 
Mstep: Class 25 contains 4673 members 
Entering Unmasked Estep 
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Iteration 67Q: 26 clusters Score -3.812385e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 74411 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 15655 members 
Mstep: Class 9 contains 9254 members 
Mstep: Class 10 contains 11676 members 
Mstep: Class 11 contains 16955 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 43097 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 16724 members 
Mstep: Class 16 contains 6070 members 
Mstep: Class 17 contains 76655 members 
Mstep: Class 18 contains 10786 members 
Mstep: Class 19 contains 3708 members 
Mstep: Class 20 contains 21911 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 24938 members 
Mstep: Class 23 contains 43092 members 
Mstep: Class 24 contains 8103 members 
Mstep: Class 25 contains 4667 members 
Entering Unmasked Estep 
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Iteration 68Q: 26 clusters Score -3.812392e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 12601 members 
Mstep: Class 4 contains 12282 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 74939 members 
Mstep: Class 7 contains 8478 members 
Mstep: Class 8 contains 15659 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 11676 members 
Mstep: Class 11 contains 16964 members 
Mstep: Class 12 contains 8690 members 
Mstep: Class 13 contains 43017 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 16723 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 76091 members 
Mstep: Class 18 contains 10799 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 21934 members 
Mstep: Class 21 contains 8874 members 
Mstep: Class 22 contains 24911 members 
Mstep: Class 23 contains 42891 members 
Mstep: Class 24 contains 8134 members 
Mstep: Class 25 contains 4653 members 
Entering Unmasked Estep 
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Iteration 69Q: 26 clusters Score -3.812401e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 12593 members 
Mstep: Class 4 contains 12284 members 
Mstep: Class 5 contains 5782 members 
Mstep: Class 6 contains 75473 members 
Mstep: Class 7 contains 8555 members 
Mstep: Class 8 contains 15660 members 
Mstep: Class 9 contains 9247 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 16970 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 42933 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 16725 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 75523 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 3719 members 
Mstep: Class 20 contains 21957 members 
Mstep: Class 21 contains 8851 members 
Mstep: Class 22 contains 24880 members 
Mstep: Class 23 contains 42659 members 
Mstep: Class 24 contains 8177 members 
Mstep: Class 25 contains 4653 members 
Entering Unmasked Estep 
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Iteration 70Q: 26 clusters Score -3.812404e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9832 members 
Mstep: Class 3 contains 12583 members 
Mstep: Class 4 contains 12286 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 76053 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 15653 members 
Mstep: Class 9 contains 9247 members 
Mstep: Class 10 contains 11672 members 
Mstep: Class 11 contains 16974 members 
Mstep: Class 12 contains 8679 members 
Mstep: Class 13 contains 42869 members 
Mstep: Class 14 contains 3315 members 
Mstep: Class 15 contains 16725 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 74904 members 
Mstep: Class 18 contains 10843 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 21979 members 
Mstep: Class 21 contains 8816 members 
Mstep: Class 22 contains 24856 members 
Mstep: Class 23 contains 42449 members 
Mstep: Class 24 contains 8237 members 
Mstep: Class 25 contains 4645 members 
Entering Unmasked Estep 
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Iteration 71Q: 26 clusters Score -3.812434e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9831 members 
Mstep: Class 3 contains 12579 members 
Mstep: Class 4 contains 12288 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 76664 members 
Mstep: Class 7 contains 8680 members 
Mstep: Class 8 contains 15649 members 
Mstep: Class 9 contains 9252 members 
Mstep: Class 10 contains 11671 members 
Mstep: Class 11 contains 16979 members 
Mstep: Class 12 contains 8679 members 
Mstep: Class 13 contains 42799 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 16726 members 
Mstep: Class 16 contains 6104 members 
Mstep: Class 17 contains 74248 members 
Mstep: Class 18 contains 10871 members 
Mstep: Class 19 contains 3729 members 
Mstep: Class 20 contains 21999 members 
Mstep: Class 21 contains 8793 members 
Mstep: Class 22 contains 24835 members 
Mstep: Class 23 contains 42192 members 
Mstep: Class 24 contains 8290 members 
Mstep: Class 25 contains 4632 members 
Entering Unmasked Estep 
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Iteration 72Q: 26 clusters Score -3.812452e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 9832 members 
Mstep: Class 3 contains 12567 members 
Mstep: Class 4 contains 12288 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 77290 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 15653 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 11667 members 
Mstep: Class 11 contains 16980 members 
Mstep: Class 12 contains 8678 members 
Mstep: Class 13 contains 42745 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 16726 members 
Mstep: Class 16 contains 6111 members 
Mstep: Class 17 contains 73582 members 
Mstep: Class 18 contains 10905 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 21999 members 
Mstep: Class 21 contains 8772 members 
Mstep: Class 22 contains 24817 members 
Mstep: Class 23 contains 41939 members 
Mstep: Class 24 contains 8359 members 
Mstep: Class 25 contains 4622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38124740.000000 Penalty: 80910.953125
Iteration 73Q: 26 clusters Score -3.812474e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9832 members 
Mstep: Class 3 contains 12552 members 
Mstep: Class 4 contains 12290 members 
Mstep: Class 5 contains 5801 members 
Mstep: Class 6 contains 77941 members 
Mstep: Class 7 contains 8734 members 
Mstep: Class 8 contains 15654 members 
Mstep: Class 9 contains 9245 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 16989 members 
Mstep: Class 12 contains 8680 members 
Mstep: Class 13 contains 42705 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 16724 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 72872 members 
Mstep: Class 18 contains 10921 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 22004 members 
Mstep: Class 21 contains 8756 members 
Mstep: Class 22 contains 24807 members 
Mstep: Class 23 contains 41692 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 4627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125096.000000 Penalty: 80910.953125
Iteration 74Q: 26 clusters Score -3.81251e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 12545 members 
Mstep: Class 4 contains 12292 members 
Mstep: Class 5 contains 5801 members 
Mstep: Class 6 contains 78591 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 15649 members 
Mstep: Class 9 contains 9245 members 
Mstep: Class 10 contains 11663 members 
Mstep: Class 11 contains 16996 members 
Mstep: Class 12 contains 8679 members 
Mstep: Class 13 contains 42661 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 16724 members 
Mstep: Class 16 contains 6113 members 
Mstep: Class 17 contains 72159 members 
Mstep: Class 18 contains 10927 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 22013 members 
Mstep: Class 21 contains 8749 members 
Mstep: Class 22 contains 24803 members 
Mstep: Class 23 contains 41447 members 
Mstep: Class 24 contains 8506 members 
Mstep: Class 25 contains 4627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125204.000000 Penalty: 80910.953125
Iteration 75Q: 26 clusters Score -3.81252e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 12541 members 
Mstep: Class 4 contains 12290 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 6 contains 79251 members 
Mstep: Class 7 contains 8775 members 
Mstep: Class 8 contains 15649 members 
Mstep: Class 9 contains 9239 members 
Mstep: Class 10 contains 11663 members 
Mstep: Class 11 contains 17006 members 
Mstep: Class 12 contains 8678 members 
Mstep: Class 13 contains 42619 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 16724 members 
Mstep: Class 16 contains 6110 members 
Mstep: Class 17 contains 71438 members 
Mstep: Class 18 contains 10941 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 22022 members 
Mstep: Class 21 contains 8739 members 
Mstep: Class 22 contains 24797 members 
Mstep: Class 23 contains 41210 members 
Mstep: Class 24 contains 8588 members 
Mstep: Class 25 contains 4617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125368.000000 Penalty: 80910.953125
Iteration 76Q: 26 clusters Score -3.812537e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9833 members 
Mstep: Class 3 contains 12533 members 
Mstep: Class 4 contains 12301 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 79925 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 15649 members 
Mstep: Class 9 contains 9234 members 
Mstep: Class 10 contains 11664 members 
Mstep: Class 11 contains 17015 members 
Mstep: Class 12 contains 8676 members 
Mstep: Class 13 contains 42575 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 16725 members 
Mstep: Class 16 contains 6108 members 
Mstep: Class 17 contains 70713 members 
Mstep: Class 18 contains 10957 members 
Mstep: Class 19 contains 3769 members 
Mstep: Class 20 contains 22035 members 
Mstep: Class 21 contains 8732 members 
Mstep: Class 22 contains 24788 members 
Mstep: Class 23 contains 40959 members 
Mstep: Class 24 contains 8659 members 
Mstep: Class 25 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125480.000000 Penalty: 80910.953125
Iteration 77Q: 26 clusters Score -3.812548e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9832 members 
Mstep: Class 3 contains 12538 members 
Mstep: Class 4 contains 12309 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 80659 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 15647 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 10 contains 11664 members 
Mstep: Class 11 contains 17020 members 
Mstep: Class 12 contains 8676 members 
Mstep: Class 13 contains 42509 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 16727 members 
Mstep: Class 16 contains 6103 members 
Mstep: Class 17 contains 69924 members 
Mstep: Class 18 contains 10971 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 22051 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 24785 members 
Mstep: Class 23 contains 40687 members 
Mstep: Class 24 contains 8743 members 
Mstep: Class 25 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125788.000000 Penalty: 80910.953125
Iteration 78Q: 26 clusters Score -3.812579e+07 nChanged 1450
Entering ConstructFrom: 
Score: -38125788.000000 Penalty: 80910.953125
Entering ConstructFrom: 
Trying to split cluster 1 (10326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Entering Unmasked Estep 
Score: -884193.187500 Penalty: 2292.120117
	Iteration 0F: 2 clusters Score -884193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -876413.187500 Penalty: 4584.240234
	Iteration 0F: 3 clusters Score -876413.2 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -878622.875000 Penalty: 4584.240234
	Iteration 1F: 3 clusters Score -878622.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -878929.500000 Penalty: 4584.240234
	Iteration 2F: 3 clusters Score -878929.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -879131.437500 Penalty: 4584.240234
	Iteration 3Q: 3 clusters Score -879131.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -879295.812500 Penalty: 4584.240234
	Iteration 4Q: 3 clusters Score -879295.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -879413.125000 Penalty: 4584.240234
	Iteration 5Q: 3 clusters Score -879413.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -879518.125000 Penalty: 4584.240234
	Iteration 6Q: 3 clusters Score -879518.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -879610.875000 Penalty: 4584.240234
	Iteration 7Q: 3 clusters Score -879610.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -879728.812500 Penalty: 4584.240234
	Iteration 8Q: 3 clusters Score -879728.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -879918.562500 Penalty: 4584.240234
	Iteration 9Q: 3 clusters Score -879918.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -880234.125000 Penalty: 4584.240234
	Iteration 10Q: 3 clusters Score -880234.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -880735.937500 Penalty: 4584.240234
	Iteration 11F: 3 clusters Score -880735.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -881416.750000 Penalty: 4584.240234
	Iteration 12F: 3 clusters Score -881416.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -882095.437500 Penalty: 4584.240234
	Iteration 13F: 3 clusters Score -882095.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -882630.750000 Penalty: 4584.240234
	Iteration 14F: 3 clusters Score -882630.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -882965.625000 Penalty: 4584.240234
	Iteration 15Q: 3 clusters Score -882965.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -883189.250000 Penalty: 4584.240234
	Iteration 16Q: 3 clusters Score -883189.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -883290.312500 Penalty: 4584.240234
	Iteration 17Q: 3 clusters Score -883290.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -883347.687500 Penalty: 4584.240234
	Iteration 18Q: 3 clusters Score -883347.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -883381.375000 Penalty: 4584.240234
	Iteration 19Q: 3 clusters Score -883381.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -883404.187500 Penalty: 4584.240234
	Iteration 20F: 3 clusters Score -883404.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -883418.687500 Penalty: 4584.240234
	Iteration 21Q: 3 clusters Score -883418.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -883429.000000 Penalty: 4584.240234
	Iteration 22Q: 3 clusters Score -883429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -883438.125000 Penalty: 4584.240234
	Iteration 23Q: 3 clusters Score -883438.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -883441.312500 Penalty: 4584.240234
	Iteration 24Q: 3 clusters Score -883441.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -883444.500000 Penalty: 4584.240234
	Iteration 25Q: 3 clusters Score -883444.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -883448.125000 Penalty: 4584.240234
	Iteration 26Q: 3 clusters Score -883448.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -883446.500000 Penalty: 4584.240234
	Iteration 27Q: 3 clusters Score -883446.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -883453.000000 Penalty: 4584.240234
	Iteration 28Q: 3 clusters Score -883453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -883455.937500 Penalty: 4584.240234
	Iteration 29Q: 3 clusters Score -883455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -883455.000000 Penalty: 4584.240234
	Iteration 30Q: 3 clusters Score -883455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -883456.750000 Penalty: 4584.240234
	Iteration 31Q: 3 clusters Score -883456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -883457.500000 Penalty: 4584.240234
	Iteration 32Q: 3 clusters Score -883457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -883458.750000 Penalty: 4584.240234
	Iteration 33Q: 3 clusters Score -883458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -883457.375000 Penalty: 4584.240234
	Iteration 34Q: 3 clusters Score -883457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -883458.500000 Penalty: 4584.240234
	Iteration 35Q: 3 clusters Score -883458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -883457.062500 Penalty: 4584.240234
	Iteration 36Q: 3 clusters Score -883457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -883458.312500 Penalty: 4584.240234
	Iteration 37Q: 3 clusters Score -883458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -883459.187500 Penalty: 4584.240234
	Iteration 38Q: 3 clusters Score -883459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -883458.937500 Penalty: 4584.240234
	Iteration 39Q: 3 clusters Score -883458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -883457.062500 Penalty: 4584.240234
	Iteration 40F: 3 clusters Score -883457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -883457.812500 Penalty: 4584.240234
	Iteration 41Q: 3 clusters Score -883457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -883457.687500 Penalty: 4584.240234
	Iteration 42Q: 3 clusters Score -883457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -883457.687500 Penalty: 4584.240234
	Iteration 43F: 3 clusters Score -883457.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -851168.062500 Penalty: 2279.937256
	Iteration 0F: 2 clusters Score -851168.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -843496.812500 Penalty: 4559.874512
	Iteration 0F: 3 clusters Score -843496.8 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -845691.375000 Penalty: 4559.874512
	Iteration 1F: 3 clusters Score -845691.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -845939.375000 Penalty: 4559.874512
	Iteration 2F: 3 clusters Score -845939.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -846108.125000 Penalty: 4559.874512
	Iteration 3Q: 3 clusters Score -846108.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -846237.437500 Penalty: 4559.874512
	Iteration 4Q: 3 clusters Score -846237.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -846347.750000 Penalty: 4559.874512
	Iteration 5Q: 3 clusters Score -846347.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -846444.937500 Penalty: 4559.874512
	Iteration 6Q: 3 clusters Score -846444.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -846530.750000 Penalty: 4559.874512
	Iteration 7Q: 3 clusters Score -846530.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -846598.437500 Penalty: 4559.874512
	Iteration 8Q: 3 clusters Score -846598.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -846670.375000 Penalty: 4559.874512
	Iteration 9Q: 3 clusters Score -846670.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -846753.750000 Penalty: 4559.874512
	Iteration 10Q: 3 clusters Score -846753.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -846843.062500 Penalty: 4559.874512
	Iteration 11Q: 3 clusters Score -846843.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -846925.125000 Penalty: 4559.874512
	Iteration 12Q: 3 clusters Score -846925.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -847030.437500 Penalty: 4559.874512
	Iteration 13Q: 3 clusters Score -847030.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -847154.437500 Penalty: 4559.874512
	Iteration 14Q: 3 clusters Score -847154.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -847287.500000 Penalty: 4559.874512
	Iteration 15Q: 3 clusters Score -847287.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -847414.125000 Penalty: 4559.874512
	Iteration 16Q: 3 clusters Score -847414.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -847564.187500 Penalty: 4559.874512
	Iteration 17Q: 3 clusters Score -847564.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -847720.437500 Penalty: 4559.874512
	Iteration 18Q: 3 clusters Score -847720.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -847902.375000 Penalty: 4559.874512
	Iteration 19Q: 3 clusters Score -847902.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -848107.250000 Penalty: 4559.874512
	Iteration 20F: 3 clusters Score -848107.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -848299.375000 Penalty: 4559.874512
	Iteration 21Q: 3 clusters Score -848299.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -848467.687500 Penalty: 4559.874512
	Iteration 22Q: 3 clusters Score -848467.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -848603.312500 Penalty: 4559.874512
	Iteration 23Q: 3 clusters Score -848603.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -848715.250000 Penalty: 4559.874512
	Iteration 24Q: 3 clusters Score -848715.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -848816.625000 Penalty: 4559.874512
	Iteration 25Q: 3 clusters Score -848816.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -848904.312500 Penalty: 4559.874512
	Iteration 26Q: 3 clusters Score -848904.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -848971.875000 Penalty: 4559.874512
	Iteration 27Q: 3 clusters Score -848971.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -849025.937500 Penalty: 4559.874512
	Iteration 28Q: 3 clusters Score -849025.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -849065.625000 Penalty: 4559.874512
	Iteration 29Q: 3 clusters Score -849065.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -849095.625000 Penalty: 4559.874512
	Iteration 30Q: 3 clusters Score -849095.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -849109.312500 Penalty: 4559.874512
	Iteration 31Q: 3 clusters Score -849109.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -849121.812500 Penalty: 4559.874512
	Iteration 32Q: 3 clusters Score -849121.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -849129.750000 Penalty: 4559.874512
	Iteration 33Q: 3 clusters Score -849129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -849136.125000 Penalty: 4559.874512
	Iteration 34Q: 3 clusters Score -849136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -849142.437500 Penalty: 4559.874512
	Iteration 35Q: 3 clusters Score -849142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -849147.437500 Penalty: 4559.874512
	Iteration 36Q: 3 clusters Score -849147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -849152.500000 Penalty: 4559.874512
	Iteration 37Q: 3 clusters Score -849152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -849153.562500 Penalty: 4559.874512
	Iteration 38Q: 3 clusters Score -849153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -849157.437500 Penalty: 4559.874512
	Iteration 39Q: 3 clusters Score -849157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -849163.875000 Penalty: 4559.874512
	Iteration 40F: 3 clusters Score -849163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -849169.312500 Penalty: 4559.874512
	Iteration 41Q: 3 clusters Score -849169.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -849177.125000 Penalty: 4559.874512
	Iteration 42Q: 3 clusters Score -849177.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -849183.750000 Penalty: 4559.874512
	Iteration 43Q: 3 clusters Score -849183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -849191.312500 Penalty: 4559.874512
	Iteration 44Q: 3 clusters Score -849191.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -849195.750000 Penalty: 4559.874512
	Iteration 45Q: 3 clusters Score -849195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -849196.750000 Penalty: 4559.874512
	Iteration 46Q: 3 clusters Score -849196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -849196.750000 Penalty: 4559.874512
	Iteration 47F: 3 clusters Score -849196.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Entering Unmasked Estep 
Score: -1043376.687500 Penalty: 2340.296387
	Iteration 0F: 2 clusters Score -1043377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1034048.937500 Penalty: 4680.592773
	Iteration 0F: 3 clusters Score -1034049 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1036990.187500 Penalty: 4680.592773
	Iteration 1F: 3 clusters Score -1036990 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1037475.937500 Penalty: 4680.592773
	Iteration 2F: 3 clusters Score -1037476 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1037962.437500 Penalty: 4680.592773
	Iteration 3F: 3 clusters Score -1037962 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1038496.625000 Penalty: 4680.592773
	Iteration 4F: 3 clusters Score -1038497 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1039038.562500 Penalty: 4680.592773
	Iteration 5F: 3 clusters Score -1039039 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1039528.062500 Penalty: 4680.592773
	Iteration 6F: 3 clusters Score -1039528 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1040031.125000 Penalty: 4680.592773
	Iteration 7F: 3 clusters Score -1040031 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1040490.937500 Penalty: 4680.592773
	Iteration 8Q: 3 clusters Score -1040491 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1040937.250000 Penalty: 4680.592773
	Iteration 9Q: 3 clusters Score -1040937 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1041336.625000 Penalty: 4680.592773
	Iteration 10Q: 3 clusters Score -1041337 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1041566.750000 Penalty: 4680.592773
	Iteration 11Q: 3 clusters Score -1041567 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1041677.000000 Penalty: 4680.592773
	Iteration 12Q: 3 clusters Score -1041677 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1041748.062500 Penalty: 4680.592773
	Iteration 13Q: 3 clusters Score -1041748 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1041789.375000 Penalty: 4680.592773
	Iteration 14Q: 3 clusters Score -1041789 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1041814.437500 Penalty: 4680.592773
	Iteration 15Q: 3 clusters Score -1041814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1041842.000000 Penalty: 4680.592773
	Iteration 16Q: 3 clusters Score -1041842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1041855.875000 Penalty: 4680.592773
	Iteration 17Q: 3 clusters Score -1041856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1041867.187500 Penalty: 4680.592773
	Iteration 18Q: 3 clusters Score -1041867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1041879.625000 Penalty: 4680.592773
	Iteration 19Q: 3 clusters Score -1041880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1041888.625000 Penalty: 4680.592773
	Iteration 20F: 3 clusters Score -1041889 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1041899.187500 Penalty: 4680.592773
	Iteration 21Q: 3 clusters Score -1041899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1041907.687500 Penalty: 4680.592773
	Iteration 22Q: 3 clusters Score -1041908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1041913.875000 Penalty: 4680.592773
	Iteration 23Q: 3 clusters Score -1041914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1041919.125000 Penalty: 4680.592773
	Iteration 24Q: 3 clusters Score -1041919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1041925.312500 Penalty: 4680.592773
	Iteration 25Q: 3 clusters Score -1041925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1041928.000000 Penalty: 4680.592773
	Iteration 26Q: 3 clusters Score -1041928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1041928.000000 Penalty: 4680.592773
	Iteration 27Q: 3 clusters Score -1041928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1041928.875000 Penalty: 4680.592773
	Iteration 28Q: 3 clusters Score -1041929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1041929.000000 Penalty: 4680.592773
	Iteration 29Q: 3 clusters Score -1041929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1041935.312500 Penalty: 4680.592773
	Iteration 30Q: 3 clusters Score -1041935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1041936.937500 Penalty: 4680.592773
	Iteration 31Q: 3 clusters Score -1041937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1041939.125000 Penalty: 4680.592773
	Iteration 32Q: 3 clusters Score -1041939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1041941.875000 Penalty: 4680.592773
	Iteration 33Q: 3 clusters Score -1041942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1041941.625000 Penalty: 4680.592773
	Iteration 34Q: 3 clusters Score -1041942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1041945.750000 Penalty: 4680.592773
	Iteration 35Q: 3 clusters Score -1041946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1041947.812500 Penalty: 4680.592773
	Iteration 36Q: 3 clusters Score -1041948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1041949.437500 Penalty: 4680.592773
	Iteration 37Q: 3 clusters Score -1041949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1041955.250000 Penalty: 4680.592773
	Iteration 38Q: 3 clusters Score -1041955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1041956.062500 Penalty: 4680.592773
	Iteration 39Q: 3 clusters Score -1041956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1041956.375000 Penalty: 4680.592773
	Iteration 40F: 3 clusters Score -1041956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1041956.562500 Penalty: 4680.592773
	Iteration 41Q: 3 clusters Score -1041957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1041955.812500 Penalty: 4680.592773
	Iteration 42Q: 3 clusters Score -1041956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1041954.812500 Penalty: 4680.592773
	Iteration 43Q: 3 clusters Score -1041955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1041954.812500 Penalty: 4680.592773
	Iteration 44F: 3 clusters Score -1041955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Entering Unmasked Estep 
Score: -969997.250000 Penalty: 2335.705566
	Iteration 0F: 2 clusters Score -969997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -960901.562500 Penalty: 4671.411133
	Iteration 0F: 3 clusters Score -960901.6 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -963887.437500 Penalty: 4671.411133
	Iteration 1F: 3 clusters Score -963887.4 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -964492.125000 Penalty: 4671.411133
	Iteration 2F: 3 clusters Score -964492.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -965158.375000 Penalty: 4671.411133
	Iteration 3F: 3 clusters Score -965158.4 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -965945.687500 Penalty: 4671.411133
	Iteration 4F: 3 clusters Score -965945.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -966727.312500 Penalty: 4671.411133
	Iteration 5F: 3 clusters Score -966727.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -967393.625000 Penalty: 4671.411133
	Iteration 6F: 3 clusters Score -967393.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -967883.312500 Penalty: 4671.411133
	Iteration 7F: 3 clusters Score -967883.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -968291.187500 Penalty: 4671.411133
	Iteration 8Q: 3 clusters Score -968291.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -968601.937500 Penalty: 4671.411133
	Iteration 9Q: 3 clusters Score -968601.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -968849.562500 Penalty: 4671.411133
	Iteration 10Q: 3 clusters Score -968849.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -969013.000000 Penalty: 4671.411133
	Iteration 11Q: 3 clusters Score -969013 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -969131.562500 Penalty: 4671.411133
	Iteration 12Q: 3 clusters Score -969131.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -969214.375000 Penalty: 4671.411133
	Iteration 13Q: 3 clusters Score -969214.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -969272.562500 Penalty: 4671.411133
	Iteration 14Q: 3 clusters Score -969272.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -969305.937500 Penalty: 4671.411133
	Iteration 15Q: 3 clusters Score -969305.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -969325.937500 Penalty: 4671.411133
	Iteration 16Q: 3 clusters Score -969325.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -969335.437500 Penalty: 4671.411133
	Iteration 17Q: 3 clusters Score -969335.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -969346.312500 Penalty: 4671.411133
	Iteration 18Q: 3 clusters Score -969346.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -969359.875000 Penalty: 4671.411133
	Iteration 19Q: 3 clusters Score -969359.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -969374.625000 Penalty: 4671.411133
	Iteration 20F: 3 clusters Score -969374.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -969382.062500 Penalty: 4671.411133
	Iteration 21Q: 3 clusters Score -969382.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -969393.062500 Penalty: 4671.411133
	Iteration 22Q: 3 clusters Score -969393.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -969398.875000 Penalty: 4671.411133
	Iteration 23Q: 3 clusters Score -969398.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -969402.437500 Penalty: 4671.411133
	Iteration 24Q: 3 clusters Score -969402.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -969408.125000 Penalty: 4671.411133
	Iteration 25Q: 3 clusters Score -969408.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -969409.312500 Penalty: 4671.411133
	Iteration 26Q: 3 clusters Score -969409.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -969412.562500 Penalty: 4671.411133
	Iteration 27Q: 3 clusters Score -969412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -969417.000000 Penalty: 4671.411133
	Iteration 28Q: 3 clusters Score -969417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -969418.312500 Penalty: 4671.411133
	Iteration 29Q: 3 clusters Score -969418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -969422.125000 Penalty: 4671.411133
	Iteration 30Q: 3 clusters Score -969422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -969422.000000 Penalty: 4671.411133
	Iteration 31Q: 3 clusters Score -969422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -969422.812500 Penalty: 4671.411133
	Iteration 32Q: 3 clusters Score -969422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -969422.812500 Penalty: 4671.411133
	Iteration 33F: 3 clusters Score -969422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -431221.468750 Penalty: 2148.901123
	Iteration 0F: 2 clusters Score -431221.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -426273.343750 Penalty: 4297.802246
	Iteration 0F: 3 clusters Score -426273.3 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -427995.531250 Penalty: 4297.802246
	Iteration 1F: 3 clusters Score -427995.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -429093.593750 Penalty: 4297.802246
	Iteration 2F: 3 clusters Score -429093.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -430320.468750 Penalty: 4297.802246
	Iteration 3F: 3 clusters Score -430320.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -431108.875000 Penalty: 4297.802246
	Iteration 4F: 3 clusters Score -431108.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -431404.156250 Penalty: 4297.802246
	Iteration 5F: 3 clusters Score -431404.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -431509.375000 Penalty: 4297.802246
	Iteration 6Q: 3 clusters Score -431509.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -431552.062500 Penalty: 4297.802246
	Iteration 7Q: 3 clusters Score -431552.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -431569.812500 Penalty: 4297.802246
	Iteration 8Q: 3 clusters Score -431569.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -431578.625000 Penalty: 4297.802246
	Iteration 9Q: 3 clusters Score -431578.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -431581.750000 Penalty: 4297.802246
	Iteration 10Q: 3 clusters Score -431581.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -431585.906250 Penalty: 4297.802246
	Iteration 11Q: 3 clusters Score -431585.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -431590.187500 Penalty: 4297.802246
	Iteration 12Q: 3 clusters Score -431590.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -431593.437500 Penalty: 4297.802246
	Iteration 13Q: 3 clusters Score -431593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -431595.687500 Penalty: 4297.802246
	Iteration 14Q: 3 clusters Score -431595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -431596.375000 Penalty: 4297.802246
	Iteration 15Q: 3 clusters Score -431596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -431598.093750 Penalty: 4297.802246
	Iteration 16Q: 3 clusters Score -431598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -431598.500000 Penalty: 4297.802246
	Iteration 17Q: 3 clusters Score -431598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -431599.718750 Penalty: 4297.802246
	Iteration 18Q: 3 clusters Score -431599.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -431601.343750 Penalty: 4297.802246
	Iteration 19Q: 3 clusters Score -431601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -431603.250000 Penalty: 4297.802246
	Iteration 20F: 3 clusters Score -431603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -431604.062500 Penalty: 4297.802246
	Iteration 21Q: 3 clusters Score -431604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -431604.687500 Penalty: 4297.802246
	Iteration 22Q: 3 clusters Score -431604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -431606.000000 Penalty: 4297.802246
	Iteration 23Q: 3 clusters Score -431606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -431606.406250 Penalty: 4297.802246
	Iteration 24Q: 3 clusters Score -431606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -431606.406250 Penalty: 4297.802246
	Iteration 25F: 3 clusters Score -431606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9831 members 
Mstep: Class 3 contains 12540 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 2022 members 
Mstep: Class 6 contains 81412 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 15645 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 17023 members 
Mstep: Class 12 contains 8675 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 16728 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 69095 members 
Mstep: Class 18 contains 10982 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 22068 members 
Mstep: Class 21 contains 8724 members 
Mstep: Class 22 contains 24785 members 
Mstep: Class 23 contains 40417 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 4607 members 
Mstep: Class 26 contains 3774 members 
Entering Unmasked Estep 
Score: -38125148.000000 Penalty: 84147.390625
Splitting cluster 5 changes total score from -38125788.000000 to -38125148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (81412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Entering Unmasked Estep 
Score: -6976264.000000 Penalty: 2804.204834
	Iteration 0F: 2 clusters Score -6976264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -6921617.500000 Penalty: 5608.409668
	Iteration 0F: 3 clusters Score -6921618 nChanged 38316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6943337.500000 Penalty: 5608.409668
	Iteration 1F: 3 clusters Score -6943338 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -6944101.000000 Penalty: 5608.409668
	Iteration 2Q: 3 clusters Score -6944101 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -6945007.000000 Penalty: 5608.409668
	Iteration 3Q: 3 clusters Score -6945007 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -6946148.000000 Penalty: 5608.409668
	Iteration 4Q: 3 clusters Score -6946148 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -6947654.000000 Penalty: 5608.409668
	Iteration 5Q: 3 clusters Score -6947654 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -6949808.000000 Penalty: 5608.409668
	Iteration 6Q: 3 clusters Score -6949808 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -6952927.000000 Penalty: 5608.409668
	Iteration 7F: 3 clusters Score -6952927 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -6956852.500000 Penalty: 5608.409668
	Iteration 8F: 3 clusters Score -6956852 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -6960930.000000 Penalty: 5608.409668
	Iteration 9F: 3 clusters Score -6960930 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -6964483.000000 Penalty: 5608.409668
	Iteration 10F: 3 clusters Score -6964483 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -6967530.000000 Penalty: 5608.409668
	Iteration 11F: 3 clusters Score -6967530 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -6969880.500000 Penalty: 5608.409668
	Iteration 12Q: 3 clusters Score -6969880 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -6971716.000000 Penalty: 5608.409668
	Iteration 13Q: 3 clusters Score -6971716 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -6973177.000000 Penalty: 5608.409668
	Iteration 14Q: 3 clusters Score -6973177 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -6974236.000000 Penalty: 5608.409668
	Iteration 15Q: 3 clusters Score -6974236 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -6974995.000000 Penalty: 5608.409668
	Iteration 16Q: 3 clusters Score -6974995 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -6975490.000000 Penalty: 5608.409668
	Iteration 17Q: 3 clusters Score -6975490 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -6975893.500000 Penalty: 5608.409668
	Iteration 18Q: 3 clusters Score -6975894 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -6976155.500000 Penalty: 5608.409668
	Iteration 19Q: 3 clusters Score -6976156 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -6976355.000000 Penalty: 5608.409668
	Iteration 20F: 3 clusters Score -6976355 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -6976498.000000 Penalty: 5608.409668
	Iteration 21Q: 3 clusters Score -6976498 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -6976583.500000 Penalty: 5608.409668
	Iteration 22Q: 3 clusters Score -6976584 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -6976682.000000 Penalty: 5608.409668
	Iteration 23Q: 3 clusters Score -6976682 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -6976720.000000 Penalty: 5608.409668
	Iteration 24Q: 3 clusters Score -6976720 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -6976776.500000 Penalty: 5608.409668
	Iteration 25Q: 3 clusters Score -6976776 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -6976816.000000 Penalty: 5608.409668
	Iteration 26Q: 3 clusters Score -6976816 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -6976831.000000 Penalty: 5608.409668
	Iteration 27Q: 3 clusters Score -6976831 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -6976851.000000 Penalty: 5608.409668
	Iteration 28Q: 3 clusters Score -6976851 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -6976847.500000 Penalty: 5608.409668
	Iteration 29Q: 3 clusters Score -6976848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -6976844.500000 Penalty: 5608.409668
	Iteration 30Q: 3 clusters Score -6976844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -6976855.000000 Penalty: 5608.409668
	Iteration 31Q: 3 clusters Score -6976855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -6976861.000000 Penalty: 5608.409668
	Iteration 32Q: 3 clusters Score -6976861 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -6976860.500000 Penalty: 5608.409668
	Iteration 33Q: 3 clusters Score -6976860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -6976860.000000 Penalty: 5608.409668
	Iteration 34Q: 3 clusters Score -6976860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -6976883.000000 Penalty: 5608.409668
	Iteration 35Q: 3 clusters Score -6976883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -6976877.500000 Penalty: 5608.409668
	Iteration 36Q: 3 clusters Score -6976878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -6976873.500000 Penalty: 5608.409668
	Iteration 37Q: 3 clusters Score -6976874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -6976878.500000 Penalty: 5608.409668
	Iteration 38Q: 3 clusters Score -6976878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -6976871.000000 Penalty: 5608.409668
	Iteration 39Q: 3 clusters Score -6976871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -6976873.000000 Penalty: 5608.409668
	Iteration 40F: 3 clusters Score -6976873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -6976871.500000 Penalty: 5608.409668
	Iteration 41Q: 3 clusters Score -6976872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -6976880.000000 Penalty: 5608.409668
	Iteration 42Q: 3 clusters Score -6976880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -6976890.000000 Penalty: 5608.409668
	Iteration 43Q: 3 clusters Score -6976890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -6976883.500000 Penalty: 5608.409668
	Iteration 44Q: 3 clusters Score -6976884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -6976886.000000 Penalty: 5608.409668
	Iteration 45Q: 3 clusters Score -6976886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -6976885.500000 Penalty: 5608.409668
	Iteration 46Q: 3 clusters Score -6976886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -6976881.500000 Penalty: 5608.409668
	Iteration 47Q: 3 clusters Score -6976882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -6976886.000000 Penalty: 5608.409668
	Iteration 48Q: 3 clusters Score -6976886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -6976887.000000 Penalty: 5608.409668
	Iteration 49Q: 3 clusters Score -6976887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -6976884.500000 Penalty: 5608.409668
	Iteration 50Q: 3 clusters Score -6976884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -6976884.000000 Penalty: 5608.409668
	Iteration 51Q: 3 clusters Score -6976884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -6976882.000000 Penalty: 5608.409668
	Iteration 52Q: 3 clusters Score -6976882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -6976881.000000 Penalty: 5608.409668
	Iteration 53Q: 3 clusters Score -6976881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -6976883.500000 Penalty: 5608.409668
	Iteration 54Q: 3 clusters Score -6976884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -6976880.000000 Penalty: 5608.409668
	Iteration 55Q: 3 clusters Score -6976880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -6976880.000000 Penalty: 5608.409668
	Iteration 56F: 3 clusters Score -6976880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9831 members 
Mstep: Class 3 contains 12540 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 15645 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 17023 members 
Mstep: Class 12 contains 8675 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 16728 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 69095 members 
Mstep: Class 18 contains 10982 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 22068 members 
Mstep: Class 21 contains 8724 members 
Mstep: Class 22 contains 24785 members 
Mstep: Class 23 contains 40417 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 4607 members 
Mstep: Class 26 contains 77509 members 
Entering Unmasked Estep 
Score: -38125972.000000 Penalty: 84147.390625
Splitting cluster 6 changes total score from -38125788.000000 to -38125972.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (8791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Entering Unmasked Estep 
Score: -718395.625000 Penalty: 2252.208008
	Iteration 0F: 2 clusters Score -718395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -711442.750000 Penalty: 4504.416016
	Iteration 0F: 3 clusters Score -711442.8 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -713452.375000 Penalty: 4504.416016
	Iteration 1F: 3 clusters Score -713452.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -713726.437500 Penalty: 4504.416016
	Iteration 2F: 3 clusters Score -713726.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -713884.625000 Penalty: 4504.416016
	Iteration 3Q: 3 clusters Score -713884.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -714005.812500 Penalty: 4504.416016
	Iteration 4Q: 3 clusters Score -714005.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -714116.187500 Penalty: 4504.416016
	Iteration 5Q: 3 clusters Score -714116.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -714215.375000 Penalty: 4504.416016
	Iteration 6Q: 3 clusters Score -714215.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -714294.187500 Penalty: 4504.416016
	Iteration 7Q: 3 clusters Score -714294.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -714358.500000 Penalty: 4504.416016
	Iteration 8Q: 3 clusters Score -714358.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -714418.625000 Penalty: 4504.416016
	Iteration 9Q: 3 clusters Score -714418.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -714479.937500 Penalty: 4504.416016
	Iteration 10Q: 3 clusters Score -714479.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -714538.750000 Penalty: 4504.416016
	Iteration 11Q: 3 clusters Score -714538.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -714605.437500 Penalty: 4504.416016
	Iteration 12Q: 3 clusters Score -714605.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -714691.125000 Penalty: 4504.416016
	Iteration 13Q: 3 clusters Score -714691.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -714781.812500 Penalty: 4504.416016
	Iteration 14Q: 3 clusters Score -714781.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -714891.312500 Penalty: 4504.416016
	Iteration 15Q: 3 clusters Score -714891.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -715006.500000 Penalty: 4504.416016
	Iteration 16Q: 3 clusters Score -715006.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -715136.937500 Penalty: 4504.416016
	Iteration 17Q: 3 clusters Score -715136.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -715255.750000 Penalty: 4504.416016
	Iteration 18Q: 3 clusters Score -715255.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -715375.750000 Penalty: 4504.416016
	Iteration 19Q: 3 clusters Score -715375.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -715497.187500 Penalty: 4504.416016
	Iteration 20F: 3 clusters Score -715497.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -715617.062500 Penalty: 4504.416016
	Iteration 21Q: 3 clusters Score -715617.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -715708.562500 Penalty: 4504.416016
	Iteration 22Q: 3 clusters Score -715708.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -715792.187500 Penalty: 4504.416016
	Iteration 23Q: 3 clusters Score -715792.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -715865.562500 Penalty: 4504.416016
	Iteration 24Q: 3 clusters Score -715865.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -715927.125000 Penalty: 4504.416016
	Iteration 25Q: 3 clusters Score -715927.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -715974.125000 Penalty: 4504.416016
	Iteration 26Q: 3 clusters Score -715974.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -716002.312500 Penalty: 4504.416016
	Iteration 27Q: 3 clusters Score -716002.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -716023.187500 Penalty: 4504.416016
	Iteration 28Q: 3 clusters Score -716023.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -716047.812500 Penalty: 4504.416016
	Iteration 29Q: 3 clusters Score -716047.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -716067.187500 Penalty: 4504.416016
	Iteration 30Q: 3 clusters Score -716067.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -716086.062500 Penalty: 4504.416016
	Iteration 31Q: 3 clusters Score -716086.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -716099.125000 Penalty: 4504.416016
	Iteration 32Q: 3 clusters Score -716099.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -716111.375000 Penalty: 4504.416016
	Iteration 33Q: 3 clusters Score -716111.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -716123.000000 Penalty: 4504.416016
	Iteration 34Q: 3 clusters Score -716123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -716134.437500 Penalty: 4504.416016
	Iteration 35Q: 3 clusters Score -716134.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -716152.187500 Penalty: 4504.416016
	Iteration 36Q: 3 clusters Score -716152.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -716167.687500 Penalty: 4504.416016
	Iteration 37Q: 3 clusters Score -716167.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -716176.687500 Penalty: 4504.416016
	Iteration 38Q: 3 clusters Score -716176.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -716185.562500 Penalty: 4504.416016
	Iteration 39Q: 3 clusters Score -716185.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -716196.500000 Penalty: 4504.416016
	Iteration 40F: 3 clusters Score -716196.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -716212.625000 Penalty: 4504.416016
	Iteration 41Q: 3 clusters Score -716212.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -716222.125000 Penalty: 4504.416016
	Iteration 42Q: 3 clusters Score -716222.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -716230.812500 Penalty: 4504.416016
	Iteration 43Q: 3 clusters Score -716230.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -716240.187500 Penalty: 4504.416016
	Iteration 44Q: 3 clusters Score -716240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -716249.625000 Penalty: 4504.416016
	Iteration 45Q: 3 clusters Score -716249.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -716254.375000 Penalty: 4504.416016
	Iteration 46Q: 3 clusters Score -716254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -716261.562500 Penalty: 4504.416016
	Iteration 47Q: 3 clusters Score -716261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -716269.812500 Penalty: 4504.416016
	Iteration 48Q: 3 clusters Score -716269.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -716278.375000 Penalty: 4504.416016
	Iteration 49Q: 3 clusters Score -716278.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -716284.437500 Penalty: 4504.416016
	Iteration 50Q: 3 clusters Score -716284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -716288.437500 Penalty: 4504.416016
	Iteration 51Q: 3 clusters Score -716288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -716294.375000 Penalty: 4504.416016
	Iteration 52Q: 3 clusters Score -716294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -716297.500000 Penalty: 4504.416016
	Iteration 53Q: 3 clusters Score -716297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -716297.062500 Penalty: 4504.416016
	Iteration 54Q: 3 clusters Score -716297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -716297.875000 Penalty: 4504.416016
	Iteration 55Q: 3 clusters Score -716297.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -716297.875000 Penalty: 4504.416016
	Iteration 56F: 3 clusters Score -716297.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Entering Unmasked Estep 
Score: -1357592.625000 Penalty: 2395.160889
	Iteration 0F: 2 clusters Score -1357593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1346436.375000 Penalty: 4790.321777
	Iteration 0F: 3 clusters Score -1346436 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1350061.000000 Penalty: 4790.321777
	Iteration 1F: 3 clusters Score -1350061 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1350397.500000 Penalty: 4790.321777
	Iteration 2F: 3 clusters Score -1350398 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1350655.625000 Penalty: 4790.321777
	Iteration 3Q: 3 clusters Score -1350656 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1350884.625000 Penalty: 4790.321777
	Iteration 4Q: 3 clusters Score -1350885 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1351131.625000 Penalty: 4790.321777
	Iteration 5Q: 3 clusters Score -1351132 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1351404.625000 Penalty: 4790.321777
	Iteration 6Q: 3 clusters Score -1351405 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1351738.375000 Penalty: 4790.321777
	Iteration 7Q: 3 clusters Score -1351738 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1352218.750000 Penalty: 4790.321777
	Iteration 8Q: 3 clusters Score -1352219 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1353080.125000 Penalty: 4790.321777
	Iteration 9Q: 3 clusters Score -1353080 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1354801.750000 Penalty: 4790.321777
	Iteration 10Q: 3 clusters Score -1354802 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1357070.375000 Penalty: 4790.321777
	Iteration 11F: 3 clusters Score -1357070 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1358367.750000 Penalty: 4790.321777
	Iteration 12F: 3 clusters Score -1358368 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1359666.750000 Penalty: 4790.321777
	Iteration 13F: 3 clusters Score -1359667 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1361120.375000 Penalty: 4790.321777
	Iteration 14F: 3 clusters Score -1361120 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1362813.875000 Penalty: 4790.321777
	Iteration 15F: 3 clusters Score -1362814 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1364656.375000 Penalty: 4790.321777
	Iteration 16Q: 3 clusters Score -1364656 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1365856.125000 Penalty: 4790.321777
	Iteration 17Q: 3 clusters Score -1365856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1365960.000000 Penalty: 4790.321777
	Iteration 18Q: 3 clusters Score -1365960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1365965.250000 Penalty: 4790.321777
	Iteration 19Q: 3 clusters Score -1365965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1365968.250000 Penalty: 4790.321777
	Iteration 20F: 3 clusters Score -1365968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1365970.500000 Penalty: 4790.321777
	Iteration 21Q: 3 clusters Score -1365970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1365970.500000 Penalty: 4790.321777
	Iteration 22F: 3 clusters Score -1365970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9831 members 
Mstep: Class 3 contains 12540 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 9877 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 17023 members 
Mstep: Class 12 contains 8675 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 16728 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 69095 members 
Mstep: Class 18 contains 10982 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 22068 members 
Mstep: Class 21 contains 8724 members 
Mstep: Class 22 contains 24785 members 
Mstep: Class 23 contains 40417 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 4607 members 
Mstep: Class 26 contains 77509 members 
Mstep: Class 27 contains 5768 members 
Entering Unmasked Estep 
Score: -38133352.000000 Penalty: 87383.828125
Splitting cluster 8 changes total score from -38125788.000000 to -38133352.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (9224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Entering Unmasked Estep 
Score: -746689.625000 Penalty: 2264.131836
	Iteration 0F: 2 clusters Score -746689.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -739501.250000 Penalty: 4528.263672
	Iteration 0F: 3 clusters Score -739501.2 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -741564.500000 Penalty: 4528.263672
	Iteration 1F: 3 clusters Score -741564.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -741946.875000 Penalty: 4528.263672
	Iteration 2F: 3 clusters Score -741946.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -742248.437500 Penalty: 4528.263672
	Iteration 3F: 3 clusters Score -742248.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -742504.062500 Penalty: 4528.263672
	Iteration 4F: 3 clusters Score -742504.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -742729.250000 Penalty: 4528.263672
	Iteration 5Q: 3 clusters Score -742729.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -742918.625000 Penalty: 4528.263672
	Iteration 6Q: 3 clusters Score -742918.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -743091.000000 Penalty: 4528.263672
	Iteration 7Q: 3 clusters Score -743091 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -743236.375000 Penalty: 4528.263672
	Iteration 8Q: 3 clusters Score -743236.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -743354.687500 Penalty: 4528.263672
	Iteration 9Q: 3 clusters Score -743354.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -743471.000000 Penalty: 4528.263672
	Iteration 10Q: 3 clusters Score -743471 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -743575.500000 Penalty: 4528.263672
	Iteration 11Q: 3 clusters Score -743575.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -743700.937500 Penalty: 4528.263672
	Iteration 12Q: 3 clusters Score -743700.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -743825.437500 Penalty: 4528.263672
	Iteration 13Q: 3 clusters Score -743825.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -743943.562500 Penalty: 4528.263672
	Iteration 14Q: 3 clusters Score -743943.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -744039.375000 Penalty: 4528.263672
	Iteration 15Q: 3 clusters Score -744039.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -744125.125000 Penalty: 4528.263672
	Iteration 16Q: 3 clusters Score -744125.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -744201.125000 Penalty: 4528.263672
	Iteration 17Q: 3 clusters Score -744201.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -744257.437500 Penalty: 4528.263672
	Iteration 18Q: 3 clusters Score -744257.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -744316.687500 Penalty: 4528.263672
	Iteration 19Q: 3 clusters Score -744316.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -744372.812500 Penalty: 4528.263672
	Iteration 20F: 3 clusters Score -744372.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -744430.812500 Penalty: 4528.263672
	Iteration 21Q: 3 clusters Score -744430.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -744486.750000 Penalty: 4528.263672
	Iteration 22Q: 3 clusters Score -744486.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -744532.500000 Penalty: 4528.263672
	Iteration 23Q: 3 clusters Score -744532.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -744574.812500 Penalty: 4528.263672
	Iteration 24Q: 3 clusters Score -744574.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -744615.187500 Penalty: 4528.263672
	Iteration 25Q: 3 clusters Score -744615.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -744658.562500 Penalty: 4528.263672
	Iteration 26Q: 3 clusters Score -744658.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -744693.937500 Penalty: 4528.263672
	Iteration 27Q: 3 clusters Score -744693.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -744723.187500 Penalty: 4528.263672
	Iteration 28Q: 3 clusters Score -744723.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -744743.312500 Penalty: 4528.263672
	Iteration 29Q: 3 clusters Score -744743.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -744755.875000 Penalty: 4528.263672
	Iteration 30Q: 3 clusters Score -744755.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -744765.375000 Penalty: 4528.263672
	Iteration 31Q: 3 clusters Score -744765.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -744776.500000 Penalty: 4528.263672
	Iteration 32Q: 3 clusters Score -744776.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -744779.687500 Penalty: 4528.263672
	Iteration 33Q: 3 clusters Score -744779.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -744783.250000 Penalty: 4528.263672
	Iteration 34Q: 3 clusters Score -744783.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -744789.187500 Penalty: 4528.263672
	Iteration 35Q: 3 clusters Score -744789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -744794.312500 Penalty: 4528.263672
	Iteration 36Q: 3 clusters Score -744794.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -744799.125000 Penalty: 4528.263672
	Iteration 37Q: 3 clusters Score -744799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -744803.125000 Penalty: 4528.263672
	Iteration 38Q: 3 clusters Score -744803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -744801.250000 Penalty: 4528.263672
	Iteration 39Q: 3 clusters Score -744801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -744803.625000 Penalty: 4528.263672
	Iteration 40F: 3 clusters Score -744803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -744805.750000 Penalty: 4528.263672
	Iteration 41Q: 3 clusters Score -744805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -744808.375000 Penalty: 4528.263672
	Iteration 42Q: 3 clusters Score -744808.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -744810.125000 Penalty: 4528.263672
	Iteration 43Q: 3 clusters Score -744810.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -744814.187500 Penalty: 4528.263672
	Iteration 44Q: 3 clusters Score -744814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -744815.625000 Penalty: 4528.263672
	Iteration 45Q: 3 clusters Score -744815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -744818.062500 Penalty: 4528.263672
	Iteration 46Q: 3 clusters Score -744818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -744821.687500 Penalty: 4528.263672
	Iteration 47Q: 3 clusters Score -744821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -744824.750000 Penalty: 4528.263672
	Iteration 48Q: 3 clusters Score -744824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -744825.375000 Penalty: 4528.263672
	Iteration 49Q: 3 clusters Score -744825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -744827.000000 Penalty: 4528.263672
	Iteration 50Q: 3 clusters Score -744827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -744828.937500 Penalty: 4528.263672
	Iteration 51Q: 3 clusters Score -744828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -744828.437500 Penalty: 4528.263672
	Iteration 52Q: 3 clusters Score -744828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -744828.437500 Penalty: 4528.263672
	Iteration 53F: 3 clusters Score -744828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Entering Unmasked Estep 
Score: -1025515.375000 Penalty: 2322.358398
	Iteration 0F: 2 clusters Score -1025515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1016852.062500 Penalty: 4644.716797
	Iteration 0F: 3 clusters Score -1016852 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1019417.437500 Penalty: 4644.716797
	Iteration 1F: 3 clusters Score -1019417 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1019782.500000 Penalty: 4644.716797
	Iteration 2F: 3 clusters Score -1019782 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1020036.125000 Penalty: 4644.716797
	Iteration 3F: 3 clusters Score -1020036 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1020254.125000 Penalty: 4644.716797
	Iteration 4Q: 3 clusters Score -1020254 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1020405.250000 Penalty: 4644.716797
	Iteration 5Q: 3 clusters Score -1020405 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1020511.687500 Penalty: 4644.716797
	Iteration 6Q: 3 clusters Score -1020512 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1020603.750000 Penalty: 4644.716797
	Iteration 7Q: 3 clusters Score -1020604 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1020683.562500 Penalty: 4644.716797
	Iteration 8Q: 3 clusters Score -1020684 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1020756.312500 Penalty: 4644.716797
	Iteration 9Q: 3 clusters Score -1020756 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1020830.187500 Penalty: 4644.716797
	Iteration 10Q: 3 clusters Score -1020830 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1020908.750000 Penalty: 4644.716797
	Iteration 11Q: 3 clusters Score -1020909 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1020999.312500 Penalty: 4644.716797
	Iteration 12Q: 3 clusters Score -1020999 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1021091.125000 Penalty: 4644.716797
	Iteration 13Q: 3 clusters Score -1021091 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1021184.812500 Penalty: 4644.716797
	Iteration 14Q: 3 clusters Score -1021185 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1021272.437500 Penalty: 4644.716797
	Iteration 15Q: 3 clusters Score -1021272 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1021362.312500 Penalty: 4644.716797
	Iteration 16Q: 3 clusters Score -1021362 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1021442.062500 Penalty: 4644.716797
	Iteration 17Q: 3 clusters Score -1021442 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1021520.375000 Penalty: 4644.716797
	Iteration 18Q: 3 clusters Score -1021520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1021592.500000 Penalty: 4644.716797
	Iteration 19Q: 3 clusters Score -1021592 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1021664.937500 Penalty: 4644.716797
	Iteration 20F: 3 clusters Score -1021665 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1021720.937500 Penalty: 4644.716797
	Iteration 21Q: 3 clusters Score -1021721 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1021768.687500 Penalty: 4644.716797
	Iteration 22Q: 3 clusters Score -1021769 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1021807.875000 Penalty: 4644.716797
	Iteration 23Q: 3 clusters Score -1021808 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1021850.125000 Penalty: 4644.716797
	Iteration 24Q: 3 clusters Score -1021850 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1021900.937500 Penalty: 4644.716797
	Iteration 25Q: 3 clusters Score -1021901 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1021943.875000 Penalty: 4644.716797
	Iteration 26Q: 3 clusters Score -1021944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1021987.562500 Penalty: 4644.716797
	Iteration 27Q: 3 clusters Score -1021988 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1022025.625000 Penalty: 4644.716797
	Iteration 28Q: 3 clusters Score -1022026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1022063.000000 Penalty: 4644.716797
	Iteration 29Q: 3 clusters Score -1022063 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1022101.875000 Penalty: 4644.716797
	Iteration 30Q: 3 clusters Score -1022102 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1022151.000000 Penalty: 4644.716797
	Iteration 31Q: 3 clusters Score -1022151 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1022202.125000 Penalty: 4644.716797
	Iteration 32Q: 3 clusters Score -1022202 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1022241.812500 Penalty: 4644.716797
	Iteration 33Q: 3 clusters Score -1022242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1022286.437500 Penalty: 4644.716797
	Iteration 34Q: 3 clusters Score -1022286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1022333.625000 Penalty: 4644.716797
	Iteration 35Q: 3 clusters Score -1022334 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1022383.750000 Penalty: 4644.716797
	Iteration 36Q: 3 clusters Score -1022384 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1022433.125000 Penalty: 4644.716797
	Iteration 37Q: 3 clusters Score -1022433 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1022492.812500 Penalty: 4644.716797
	Iteration 38Q: 3 clusters Score -1022493 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1022544.750000 Penalty: 4644.716797
	Iteration 39Q: 3 clusters Score -1022545 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1022604.687500 Penalty: 4644.716797
	Iteration 40F: 3 clusters Score -1022605 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1022667.937500 Penalty: 4644.716797
	Iteration 41Q: 3 clusters Score -1022668 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1022729.812500 Penalty: 4644.716797
	Iteration 42Q: 3 clusters Score -1022730 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1022779.687500 Penalty: 4644.716797
	Iteration 43Q: 3 clusters Score -1022780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1022827.250000 Penalty: 4644.716797
	Iteration 44Q: 3 clusters Score -1022827 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1022871.750000 Penalty: 4644.716797
	Iteration 45Q: 3 clusters Score -1022872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1022913.250000 Penalty: 4644.716797
	Iteration 46Q: 3 clusters Score -1022913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1022937.625000 Penalty: 4644.716797
	Iteration 47Q: 3 clusters Score -1022938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1022962.125000 Penalty: 4644.716797
	Iteration 48Q: 3 clusters Score -1022962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1022983.625000 Penalty: 4644.716797
	Iteration 49Q: 3 clusters Score -1022984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1022998.437500 Penalty: 4644.716797
	Iteration 50Q: 3 clusters Score -1022998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1023013.375000 Penalty: 4644.716797
	Iteration 51Q: 3 clusters Score -1023013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1023022.500000 Penalty: 4644.716797
	Iteration 52Q: 3 clusters Score -1023022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1023035.625000 Penalty: 4644.716797
	Iteration 53Q: 3 clusters Score -1023036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1023038.812500 Penalty: 4644.716797
	Iteration 54Q: 3 clusters Score -1023039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1023049.062500 Penalty: 4644.716797
	Iteration 55Q: 3 clusters Score -1023049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1023061.750000 Penalty: 4644.716797
	Iteration 56Q: 3 clusters Score -1023062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1023073.125000 Penalty: 4644.716797
	Iteration 57Q: 3 clusters Score -1023073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1023081.437500 Penalty: 4644.716797
	Iteration 58Q: 3 clusters Score -1023081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1023088.937500 Penalty: 4644.716797
	Iteration 59Q: 3 clusters Score -1023089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1023091.500000 Penalty: 4644.716797
	Iteration 60F: 3 clusters Score -1023092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1023098.875000 Penalty: 4644.716797
	Iteration 61Q: 3 clusters Score -1023099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1023105.562500 Penalty: 4644.716797
	Iteration 62Q: 3 clusters Score -1023106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1023105.875000 Penalty: 4644.716797
	Iteration 63Q: 3 clusters Score -1023106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1023109.000000 Penalty: 4644.716797
	Iteration 64Q: 3 clusters Score -1023109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1023113.000000 Penalty: 4644.716797
	Iteration 65Q: 3 clusters Score -1023113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1023120.500000 Penalty: 4644.716797
	Iteration 66Q: 3 clusters Score -1023120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1023127.875000 Penalty: 4644.716797
	Iteration 67Q: 3 clusters Score -1023128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1023135.375000 Penalty: 4644.716797
	Iteration 68Q: 3 clusters Score -1023135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1023144.500000 Penalty: 4644.716797
	Iteration 69Q: 3 clusters Score -1023144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1023151.562500 Penalty: 4644.716797
	Iteration 70Q: 3 clusters Score -1023152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1023158.250000 Penalty: 4644.716797
	Iteration 71Q: 3 clusters Score -1023158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1023168.500000 Penalty: 4644.716797
	Iteration 72Q: 3 clusters Score -1023168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1023182.375000 Penalty: 4644.716797
	Iteration 73Q: 3 clusters Score -1023182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1023185.875000 Penalty: 4644.716797
	Iteration 74Q: 3 clusters Score -1023186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1023195.187500 Penalty: 4644.716797
	Iteration 75Q: 3 clusters Score -1023195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1023208.562500 Penalty: 4644.716797
	Iteration 76Q: 3 clusters Score -1023209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1023216.750000 Penalty: 4644.716797
	Iteration 77Q: 3 clusters Score -1023217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1023225.687500 Penalty: 4644.716797
	Iteration 78Q: 3 clusters Score -1023226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1023233.562500 Penalty: 4644.716797
	Iteration 79Q: 3 clusters Score -1023234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1023238.687500 Penalty: 4644.716797
	Iteration 80F: 3 clusters Score -1023239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1023249.562500 Penalty: 4644.716797
	Iteration 81Q: 3 clusters Score -1023250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1023251.812500 Penalty: 4644.716797
	Iteration 82Q: 3 clusters Score -1023252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1023260.187500 Penalty: 4644.716797
	Iteration 83Q: 3 clusters Score -1023260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1023266.562500 Penalty: 4644.716797
	Iteration 84Q: 3 clusters Score -1023267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1023270.687500 Penalty: 4644.716797
	Iteration 85Q: 3 clusters Score -1023271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1023271.812500 Penalty: 4644.716797
	Iteration 86Q: 3 clusters Score -1023272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1023272.250000 Penalty: 4644.716797
	Iteration 87Q: 3 clusters Score -1023272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1023274.812500 Penalty: 4644.716797
	Iteration 88Q: 3 clusters Score -1023275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1023274.125000 Penalty: 4644.716797
	Iteration 89Q: 3 clusters Score -1023274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1023277.500000 Penalty: 4644.716797
	Iteration 90Q: 3 clusters Score -1023278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1023277.375000 Penalty: 4644.716797
	Iteration 91Q: 3 clusters Score -1023277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1023279.125000 Penalty: 4644.716797
	Iteration 92Q: 3 clusters Score -1023279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1023279.375000 Penalty: 4644.716797
	Iteration 93Q: 3 clusters Score -1023279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1023278.812500 Penalty: 4644.716797
	Iteration 94Q: 3 clusters Score -1023279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1023281.500000 Penalty: 4644.716797
	Iteration 95Q: 3 clusters Score -1023282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1023281.562500 Penalty: 4644.716797
	Iteration 96Q: 3 clusters Score -1023282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1023282.312500 Penalty: 4644.716797
	Iteration 97Q: 3 clusters Score -1023282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1023284.687500 Penalty: 4644.716797
	Iteration 98Q: 3 clusters Score -1023285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1023284.500000 Penalty: 4644.716797
	Iteration 99Q: 3 clusters Score -1023284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1023284.937500 Penalty: 4644.716797
	Iteration 100F: 3 clusters Score -1023285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1023286.250000 Penalty: 4644.716797
	Iteration 101Q: 3 clusters Score -1023286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1023292.562500 Penalty: 4644.716797
	Iteration 102Q: 3 clusters Score -1023293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1023297.937500 Penalty: 4644.716797
	Iteration 103Q: 3 clusters Score -1023298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1023302.937500 Penalty: 4644.716797
	Iteration 104Q: 3 clusters Score -1023303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1023308.375000 Penalty: 4644.716797
	Iteration 105Q: 3 clusters Score -1023308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1023317.062500 Penalty: 4644.716797
	Iteration 106Q: 3 clusters Score -1023317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1023323.250000 Penalty: 4644.716797
	Iteration 107Q: 3 clusters Score -1023323 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1023329.250000 Penalty: 4644.716797
	Iteration 108Q: 3 clusters Score -1023329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1023334.250000 Penalty: 4644.716797
	Iteration 109Q: 3 clusters Score -1023334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1023335.437500 Penalty: 4644.716797
	Iteration 110Q: 3 clusters Score -1023335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1023340.312500 Penalty: 4644.716797
	Iteration 111Q: 3 clusters Score -1023340 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1023342.312500 Penalty: 4644.716797
	Iteration 112Q: 3 clusters Score -1023342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1023344.437500 Penalty: 4644.716797
	Iteration 113Q: 3 clusters Score -1023344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1023348.437500 Penalty: 4644.716797
	Iteration 114Q: 3 clusters Score -1023348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1023350.500000 Penalty: 4644.716797
	Iteration 115Q: 3 clusters Score -1023350 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1023348.812500 Penalty: 4644.716797
	Iteration 116Q: 3 clusters Score -1023349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1023353.687500 Penalty: 4644.716797
	Iteration 117Q: 3 clusters Score -1023354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1023356.062500 Penalty: 4644.716797
	Iteration 118Q: 3 clusters Score -1023356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1023359.625000 Penalty: 4644.716797
	Iteration 119Q: 3 clusters Score -1023360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1023360.937500 Penalty: 4644.716797
	Iteration 120F: 3 clusters Score -1023361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1023361.937500 Penalty: 4644.716797
	Iteration 121Q: 3 clusters Score -1023362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1023362.875000 Penalty: 4644.716797
	Iteration 122Q: 3 clusters Score -1023363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1023362.875000 Penalty: 4644.716797
	Iteration 123F: 3 clusters Score -1023363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Entering Unmasked Estep 
Score: -1483550.750000 Penalty: 2416.095703
	Iteration 0F: 2 clusters Score -1483551 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 8455 members 
Entering Unmasked Estep 
Score: -1471423.000000 Penalty: 4832.191406
	Iteration 0F: 3 clusters Score -1471423 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1475564.750000 Penalty: 4832.191406
	Iteration 1F: 3 clusters Score -1475565 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1475998.000000 Penalty: 4832.191406
	Iteration 2F: 3 clusters Score -1475998 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1476332.625000 Penalty: 4832.191406
	Iteration 3F: 3 clusters Score -1476333 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1476635.750000 Penalty: 4832.191406
	Iteration 4Q: 3 clusters Score -1476636 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1476943.875000 Penalty: 4832.191406
	Iteration 5Q: 3 clusters Score -1476944 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1477264.875000 Penalty: 4832.191406
	Iteration 6Q: 3 clusters Score -1477265 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1477631.250000 Penalty: 4832.191406
	Iteration 7Q: 3 clusters Score -1477631 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1478040.875000 Penalty: 4832.191406
	Iteration 8Q: 3 clusters Score -1478041 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1478479.125000 Penalty: 4832.191406
	Iteration 9Q: 3 clusters Score -1478479 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1478909.625000 Penalty: 4832.191406
	Iteration 10Q: 3 clusters Score -1478910 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1479337.625000 Penalty: 4832.191406
	Iteration 11Q: 3 clusters Score -1479338 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1479729.875000 Penalty: 4832.191406
	Iteration 12Q: 3 clusters Score -1479730 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1480041.500000 Penalty: 4832.191406
	Iteration 13Q: 3 clusters Score -1480042 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1480258.750000 Penalty: 4832.191406
	Iteration 14Q: 3 clusters Score -1480259 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1480423.750000 Penalty: 4832.191406
	Iteration 15Q: 3 clusters Score -1480424 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1480530.625000 Penalty: 4832.191406
	Iteration 16Q: 3 clusters Score -1480531 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1480613.375000 Penalty: 4832.191406
	Iteration 17Q: 3 clusters Score -1480613 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1480686.875000 Penalty: 4832.191406
	Iteration 18Q: 3 clusters Score -1480687 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1480735.625000 Penalty: 4832.191406
	Iteration 19Q: 3 clusters Score -1480736 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1480779.500000 Penalty: 4832.191406
	Iteration 20F: 3 clusters Score -1480780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1480806.375000 Penalty: 4832.191406
	Iteration 21Q: 3 clusters Score -1480806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1480826.375000 Penalty: 4832.191406
	Iteration 22Q: 3 clusters Score -1480826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1480843.375000 Penalty: 4832.191406
	Iteration 23Q: 3 clusters Score -1480843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1480864.000000 Penalty: 4832.191406
	Iteration 24Q: 3 clusters Score -1480864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1480884.875000 Penalty: 4832.191406
	Iteration 25Q: 3 clusters Score -1480885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1480906.375000 Penalty: 4832.191406
	Iteration 26Q: 3 clusters Score -1480906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1480926.500000 Penalty: 4832.191406
	Iteration 27Q: 3 clusters Score -1480926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1480943.625000 Penalty: 4832.191406
	Iteration 28Q: 3 clusters Score -1480944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1480953.375000 Penalty: 4832.191406
	Iteration 29Q: 3 clusters Score -1480953 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1480964.375000 Penalty: 4832.191406
	Iteration 30Q: 3 clusters Score -1480964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1480984.625000 Penalty: 4832.191406
	Iteration 31Q: 3 clusters Score -1480985 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1480997.250000 Penalty: 4832.191406
	Iteration 32Q: 3 clusters Score -1480997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1481023.875000 Penalty: 4832.191406
	Iteration 33Q: 3 clusters Score -1481024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1481032.000000 Penalty: 4832.191406
	Iteration 34Q: 3 clusters Score -1481032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1481045.875000 Penalty: 4832.191406
	Iteration 35Q: 3 clusters Score -1481046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1481059.625000 Penalty: 4832.191406
	Iteration 36Q: 3 clusters Score -1481060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1481072.500000 Penalty: 4832.191406
	Iteration 37Q: 3 clusters Score -1481072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1481087.875000 Penalty: 4832.191406
	Iteration 38Q: 3 clusters Score -1481088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1481095.875000 Penalty: 4832.191406
	Iteration 39Q: 3 clusters Score -1481096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1481104.000000 Penalty: 4832.191406
	Iteration 40F: 3 clusters Score -1481104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1481115.125000 Penalty: 4832.191406
	Iteration 41Q: 3 clusters Score -1481115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1481128.000000 Penalty: 4832.191406
	Iteration 42Q: 3 clusters Score -1481128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1481141.000000 Penalty: 4832.191406
	Iteration 43Q: 3 clusters Score -1481141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1481152.375000 Penalty: 4832.191406
	Iteration 44Q: 3 clusters Score -1481152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1481166.500000 Penalty: 4832.191406
	Iteration 45Q: 3 clusters Score -1481166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1481174.500000 Penalty: 4832.191406
	Iteration 46Q: 3 clusters Score -1481174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1481182.625000 Penalty: 4832.191406
	Iteration 47Q: 3 clusters Score -1481183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1481196.000000 Penalty: 4832.191406
	Iteration 48Q: 3 clusters Score -1481196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1481204.500000 Penalty: 4832.191406
	Iteration 49Q: 3 clusters Score -1481204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1481212.500000 Penalty: 4832.191406
	Iteration 50Q: 3 clusters Score -1481212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1481223.500000 Penalty: 4832.191406
	Iteration 51Q: 3 clusters Score -1481224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1481233.375000 Penalty: 4832.191406
	Iteration 52Q: 3 clusters Score -1481233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1481257.125000 Penalty: 4832.191406
	Iteration 53Q: 3 clusters Score -1481257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1481281.875000 Penalty: 4832.191406
	Iteration 54Q: 3 clusters Score -1481282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1481298.250000 Penalty: 4832.191406
	Iteration 55Q: 3 clusters Score -1481298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1481314.125000 Penalty: 4832.191406
	Iteration 56Q: 3 clusters Score -1481314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1481330.750000 Penalty: 4832.191406
	Iteration 57Q: 3 clusters Score -1481331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1481342.250000 Penalty: 4832.191406
	Iteration 58Q: 3 clusters Score -1481342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1481358.250000 Penalty: 4832.191406
	Iteration 59Q: 3 clusters Score -1481358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1481373.750000 Penalty: 4832.191406
	Iteration 60F: 3 clusters Score -1481374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1481381.875000 Penalty: 4832.191406
	Iteration 61Q: 3 clusters Score -1481382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1481388.375000 Penalty: 4832.191406
	Iteration 62Q: 3 clusters Score -1481388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1481391.125000 Penalty: 4832.191406
	Iteration 63Q: 3 clusters Score -1481391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1481396.250000 Penalty: 4832.191406
	Iteration 64Q: 3 clusters Score -1481396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1481400.000000 Penalty: 4832.191406
	Iteration 65Q: 3 clusters Score -1481400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1481407.000000 Penalty: 4832.191406
	Iteration 66Q: 3 clusters Score -1481407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1481411.125000 Penalty: 4832.191406
	Iteration 67Q: 3 clusters Score -1481411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1481409.250000 Penalty: 4832.191406
	Iteration 68Q: 3 clusters Score -1481409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1481411.250000 Penalty: 4832.191406
	Iteration 69Q: 3 clusters Score -1481411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1481413.875000 Penalty: 4832.191406
	Iteration 70Q: 3 clusters Score -1481414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1481416.000000 Penalty: 4832.191406
	Iteration 71Q: 3 clusters Score -1481416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1481417.000000 Penalty: 4832.191406
	Iteration 72Q: 3 clusters Score -1481417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1481420.375000 Penalty: 4832.191406
	Iteration 73Q: 3 clusters Score -1481420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1481420.000000 Penalty: 4832.191406
	Iteration 74Q: 3 clusters Score -1481420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1481420.625000 Penalty: 4832.191406
	Iteration 75Q: 3 clusters Score -1481421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1481420.125000 Penalty: 4832.191406
	Iteration 76Q: 3 clusters Score -1481420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1481423.750000 Penalty: 4832.191406
	Iteration 77Q: 3 clusters Score -1481424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1481422.750000 Penalty: 4832.191406
	Iteration 78Q: 3 clusters Score -1481423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1481422.750000 Penalty: 4832.191406
	Iteration 79F: 3 clusters Score -1481423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Entering Unmasked Estep 
Score: -760085.750000 Penalty: 2248.913818
	Iteration 0F: 2 clusters Score -760085.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -753274.625000 Penalty: 4497.827637
	Iteration 0F: 3 clusters Score -753274.6 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -755100.812500 Penalty: 4497.827637
	Iteration 1F: 3 clusters Score -755100.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -755355.000000 Penalty: 4497.827637
	Iteration 2F: 3 clusters Score -755355 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -755529.375000 Penalty: 4497.827637
	Iteration 3Q: 3 clusters Score -755529.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -755666.062500 Penalty: 4497.827637
	Iteration 4Q: 3 clusters Score -755666.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -755756.687500 Penalty: 4497.827637
	Iteration 5Q: 3 clusters Score -755756.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -755837.187500 Penalty: 4497.827637
	Iteration 6Q: 3 clusters Score -755837.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -755907.687500 Penalty: 4497.827637
	Iteration 7Q: 3 clusters Score -755907.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -755976.000000 Penalty: 4497.827637
	Iteration 8Q: 3 clusters Score -755976 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -756044.062500 Penalty: 4497.827637
	Iteration 9Q: 3 clusters Score -756044.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -756116.687500 Penalty: 4497.827637
	Iteration 10Q: 3 clusters Score -756116.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -756193.875000 Penalty: 4497.827637
	Iteration 11Q: 3 clusters Score -756193.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -756292.812500 Penalty: 4497.827637
	Iteration 12Q: 3 clusters Score -756292.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -756396.062500 Penalty: 4497.827637
	Iteration 13Q: 3 clusters Score -756396.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -756480.687500 Penalty: 4497.827637
	Iteration 14Q: 3 clusters Score -756480.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -756572.750000 Penalty: 4497.827637
	Iteration 15Q: 3 clusters Score -756572.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -756653.125000 Penalty: 4497.827637
	Iteration 16Q: 3 clusters Score -756653.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -756728.312500 Penalty: 4497.827637
	Iteration 17Q: 3 clusters Score -756728.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -756794.000000 Penalty: 4497.827637
	Iteration 18Q: 3 clusters Score -756794 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -756866.062500 Penalty: 4497.827637
	Iteration 19Q: 3 clusters Score -756866.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -756928.250000 Penalty: 4497.827637
	Iteration 20F: 3 clusters Score -756928.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -756988.125000 Penalty: 4497.827637
	Iteration 21Q: 3 clusters Score -756988.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -757047.062500 Penalty: 4497.827637
	Iteration 22Q: 3 clusters Score -757047.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -757106.062500 Penalty: 4497.827637
	Iteration 23Q: 3 clusters Score -757106.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -757160.937500 Penalty: 4497.827637
	Iteration 24Q: 3 clusters Score -757160.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -757209.000000 Penalty: 4497.827637
	Iteration 25Q: 3 clusters Score -757209 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -757254.375000 Penalty: 4497.827637
	Iteration 26Q: 3 clusters Score -757254.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -757293.187500 Penalty: 4497.827637
	Iteration 27Q: 3 clusters Score -757293.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -757325.375000 Penalty: 4497.827637
	Iteration 28Q: 3 clusters Score -757325.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -757363.562500 Penalty: 4497.827637
	Iteration 29Q: 3 clusters Score -757363.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -757402.125000 Penalty: 4497.827637
	Iteration 30Q: 3 clusters Score -757402.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -757430.437500 Penalty: 4497.827637
	Iteration 31Q: 3 clusters Score -757430.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -757455.562500 Penalty: 4497.827637
	Iteration 32Q: 3 clusters Score -757455.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -757476.750000 Penalty: 4497.827637
	Iteration 33Q: 3 clusters Score -757476.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -757507.062500 Penalty: 4497.827637
	Iteration 34Q: 3 clusters Score -757507.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -757538.187500 Penalty: 4497.827637
	Iteration 35Q: 3 clusters Score -757538.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -757561.000000 Penalty: 4497.827637
	Iteration 36Q: 3 clusters Score -757561 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -757592.000000 Penalty: 4497.827637
	Iteration 37Q: 3 clusters Score -757592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -757612.687500 Penalty: 4497.827637
	Iteration 38Q: 3 clusters Score -757612.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -757634.187500 Penalty: 4497.827637
	Iteration 39Q: 3 clusters Score -757634.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -757653.937500 Penalty: 4497.827637
	Iteration 40F: 3 clusters Score -757653.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -757675.125000 Penalty: 4497.827637
	Iteration 41Q: 3 clusters Score -757675.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -757692.250000 Penalty: 4497.827637
	Iteration 42Q: 3 clusters Score -757692.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -757716.625000 Penalty: 4497.827637
	Iteration 43Q: 3 clusters Score -757716.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -757742.562500 Penalty: 4497.827637
	Iteration 44Q: 3 clusters Score -757742.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -757779.000000 Penalty: 4497.827637
	Iteration 45Q: 3 clusters Score -757779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -757803.500000 Penalty: 4497.827637
	Iteration 46Q: 3 clusters Score -757803.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -757822.000000 Penalty: 4497.827637
	Iteration 47Q: 3 clusters Score -757822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -757842.062500 Penalty: 4497.827637
	Iteration 48Q: 3 clusters Score -757842.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -757852.375000 Penalty: 4497.827637
	Iteration 49Q: 3 clusters Score -757852.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -757857.187500 Penalty: 4497.827637
	Iteration 50Q: 3 clusters Score -757857.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -757865.375000 Penalty: 4497.827637
	Iteration 51Q: 3 clusters Score -757865.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -757870.812500 Penalty: 4497.827637
	Iteration 52Q: 3 clusters Score -757870.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -757875.125000 Penalty: 4497.827637
	Iteration 53Q: 3 clusters Score -757875.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -757882.937500 Penalty: 4497.827637
	Iteration 54Q: 3 clusters Score -757882.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -757888.875000 Penalty: 4497.827637
	Iteration 55Q: 3 clusters Score -757888.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -757897.625000 Penalty: 4497.827637
	Iteration 56Q: 3 clusters Score -757897.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -757907.812500 Penalty: 4497.827637
	Iteration 57Q: 3 clusters Score -757907.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -757916.500000 Penalty: 4497.827637
	Iteration 58Q: 3 clusters Score -757916.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -757926.000000 Penalty: 4497.827637
	Iteration 59Q: 3 clusters Score -757926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -757935.750000 Penalty: 4497.827637
	Iteration 60F: 3 clusters Score -757935.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -757946.687500 Penalty: 4497.827637
	Iteration 61Q: 3 clusters Score -757946.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -757955.125000 Penalty: 4497.827637
	Iteration 62Q: 3 clusters Score -757955.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -757965.250000 Penalty: 4497.827637
	Iteration 63Q: 3 clusters Score -757965.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -757972.375000 Penalty: 4497.827637
	Iteration 64Q: 3 clusters Score -757972.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -757978.000000 Penalty: 4497.827637
	Iteration 65Q: 3 clusters Score -757978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -757986.062500 Penalty: 4497.827637
	Iteration 66Q: 3 clusters Score -757986.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -757996.437500 Penalty: 4497.827637
	Iteration 67Q: 3 clusters Score -757996.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -758001.062500 Penalty: 4497.827637
	Iteration 68Q: 3 clusters Score -758001.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -758006.687500 Penalty: 4497.827637
	Iteration 69Q: 3 clusters Score -758006.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -758010.625000 Penalty: 4497.827637
	Iteration 70Q: 3 clusters Score -758010.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -758014.062500 Penalty: 4497.827637
	Iteration 71Q: 3 clusters Score -758014.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -758018.062500 Penalty: 4497.827637
	Iteration 72Q: 3 clusters Score -758018.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -758018.687500 Penalty: 4497.827637
	Iteration 73Q: 3 clusters Score -758018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -758022.312500 Penalty: 4497.827637
	Iteration 74Q: 3 clusters Score -758022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -758023.125000 Penalty: 4497.827637
	Iteration 75Q: 3 clusters Score -758023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -758024.937500 Penalty: 4497.827637
	Iteration 76Q: 3 clusters Score -758024.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -758030.500000 Penalty: 4497.827637
	Iteration 77Q: 3 clusters Score -758030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -758030.000000 Penalty: 4497.827637
	Iteration 78Q: 3 clusters Score -758030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -758031.937500 Penalty: 4497.827637
	Iteration 79Q: 3 clusters Score -758031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -758033.062500 Penalty: 4497.827637
	Iteration 80F: 3 clusters Score -758033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -758033.187500 Penalty: 4497.827637
	Iteration 81Q: 3 clusters Score -758033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -758032.000000 Penalty: 4497.827637
	Iteration 82Q: 3 clusters Score -758032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -758033.250000 Penalty: 4497.827637
	Iteration 83Q: 3 clusters Score -758033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -758035.625000 Penalty: 4497.827637
	Iteration 84Q: 3 clusters Score -758035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -758035.625000 Penalty: 4497.827637
	Iteration 85Q: 3 clusters Score -758035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -758035.812500 Penalty: 4497.827637
	Iteration 86Q: 3 clusters Score -758035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -758036.312500 Penalty: 4497.827637
	Iteration 87Q: 3 clusters Score -758036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -758036.062500 Penalty: 4497.827637
	Iteration 88Q: 3 clusters Score -758036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -758036.062500 Penalty: 4497.827637
	Iteration 89F: 3 clusters Score -758036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Entering Unmasked Estep 
Score: -3464793.750000 Penalty: 2642.661621
	Iteration 0F: 2 clusters Score -3464794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3436175.500000 Penalty: 5285.323242
	Iteration 0F: 3 clusters Score -3436176 nChanged 19316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3446976.500000 Penalty: 5285.323242
	Iteration 1F: 3 clusters Score -3446976 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3447646.250000 Penalty: 5285.323242
	Iteration 2Q: 3 clusters Score -3447646 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3448305.500000 Penalty: 5285.323242
	Iteration 3Q: 3 clusters Score -3448306 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3448963.000000 Penalty: 5285.323242
	Iteration 4Q: 3 clusters Score -3448963 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3449645.250000 Penalty: 5285.323242
	Iteration 5Q: 3 clusters Score -3449645 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3450376.250000 Penalty: 5285.323242
	Iteration 6Q: 3 clusters Score -3450376 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3451280.250000 Penalty: 5285.323242
	Iteration 7Q: 3 clusters Score -3451280 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3452268.250000 Penalty: 5285.323242
	Iteration 8Q: 3 clusters Score -3452268 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3453385.000000 Penalty: 5285.323242
	Iteration 9Q: 3 clusters Score -3453385 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3454681.250000 Penalty: 5285.323242
	Iteration 10F: 3 clusters Score -3454681 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3456149.000000 Penalty: 5285.323242
	Iteration 11F: 3 clusters Score -3456149 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3457494.500000 Penalty: 5285.323242
	Iteration 12F: 3 clusters Score -3457494 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3458491.250000 Penalty: 5285.323242
	Iteration 13Q: 3 clusters Score -3458491 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -3459267.250000 Penalty: 5285.323242
	Iteration 14Q: 3 clusters Score -3459267 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3459868.250000 Penalty: 5285.323242
	Iteration 15Q: 3 clusters Score -3459868 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3460480.750000 Penalty: 5285.323242
	Iteration 16Q: 3 clusters Score -3460481 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -3461059.000000 Penalty: 5285.323242
	Iteration 17Q: 3 clusters Score -3461059 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -3461516.750000 Penalty: 5285.323242
	Iteration 18Q: 3 clusters Score -3461517 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3461883.750000 Penalty: 5285.323242
	Iteration 19Q: 3 clusters Score -3461884 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -3462152.750000 Penalty: 5285.323242
	Iteration 20F: 3 clusters Score -3462153 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3462366.250000 Penalty: 5285.323242
	Iteration 21Q: 3 clusters Score -3462366 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -3462523.250000 Penalty: 5285.323242
	Iteration 22Q: 3 clusters Score -3462523 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -3462640.000000 Penalty: 5285.323242
	Iteration 23Q: 3 clusters Score -3462640 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -3462742.000000 Penalty: 5285.323242
	Iteration 24Q: 3 clusters Score -3462742 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -3462811.250000 Penalty: 5285.323242
	Iteration 25Q: 3 clusters Score -3462811 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -3462888.000000 Penalty: 5285.323242
	Iteration 26Q: 3 clusters Score -3462888 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -3462933.250000 Penalty: 5285.323242
	Iteration 27Q: 3 clusters Score -3462933 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -3462988.000000 Penalty: 5285.323242
	Iteration 28Q: 3 clusters Score -3462988 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -3463026.750000 Penalty: 5285.323242
	Iteration 29Q: 3 clusters Score -3463027 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -3463076.750000 Penalty: 5285.323242
	Iteration 30Q: 3 clusters Score -3463077 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3463099.000000 Penalty: 5285.323242
	Iteration 31Q: 3 clusters Score -3463099 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -3463138.750000 Penalty: 5285.323242
	Iteration 32Q: 3 clusters Score -3463139 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -3463171.500000 Penalty: 5285.323242
	Iteration 33Q: 3 clusters Score -3463172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -3463214.250000 Penalty: 5285.323242
	Iteration 34Q: 3 clusters Score -3463214 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -3463242.500000 Penalty: 5285.323242
	Iteration 35Q: 3 clusters Score -3463242 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -3463265.000000 Penalty: 5285.323242
	Iteration 36Q: 3 clusters Score -3463265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -3463301.250000 Penalty: 5285.323242
	Iteration 37Q: 3 clusters Score -3463301 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -3463329.250000 Penalty: 5285.323242
	Iteration 38Q: 3 clusters Score -3463329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -3463332.500000 Penalty: 5285.323242
	Iteration 39Q: 3 clusters Score -3463332 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -3463360.250000 Penalty: 5285.323242
	Iteration 40F: 3 clusters Score -3463360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -3463377.000000 Penalty: 5285.323242
	Iteration 41Q: 3 clusters Score -3463377 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -3463377.500000 Penalty: 5285.323242
	Iteration 42Q: 3 clusters Score -3463378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -3463386.000000 Penalty: 5285.323242
	Iteration 43Q: 3 clusters Score -3463386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -3463401.250000 Penalty: 5285.323242
	Iteration 44Q: 3 clusters Score -3463401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -3463406.750000 Penalty: 5285.323242
	Iteration 45Q: 3 clusters Score -3463407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -3463413.000000 Penalty: 5285.323242
	Iteration 46Q: 3 clusters Score -3463413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -3463436.750000 Penalty: 5285.323242
	Iteration 47Q: 3 clusters Score -3463437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -3463444.000000 Penalty: 5285.323242
	Iteration 48Q: 3 clusters Score -3463444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -3463440.250000 Penalty: 5285.323242
	Iteration 49Q: 3 clusters Score -3463440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -3463440.250000 Penalty: 5285.323242
	Iteration 50Q: 3 clusters Score -3463440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -3463456.250000 Penalty: 5285.323242
	Iteration 51Q: 3 clusters Score -3463456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -3463462.750000 Penalty: 5285.323242
	Iteration 52Q: 3 clusters Score -3463463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -3463473.000000 Penalty: 5285.323242
	Iteration 53Q: 3 clusters Score -3463473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -3463468.000000 Penalty: 5285.323242
	Iteration 54Q: 3 clusters Score -3463468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -3463472.000000 Penalty: 5285.323242
	Iteration 55Q: 3 clusters Score -3463472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -3463482.750000 Penalty: 5285.323242
	Iteration 56Q: 3 clusters Score -3463483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -3463480.500000 Penalty: 5285.323242
	Iteration 57Q: 3 clusters Score -3463480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -3463493.250000 Penalty: 5285.323242
	Iteration 58Q: 3 clusters Score -3463493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -3463495.000000 Penalty: 5285.323242
	Iteration 59Q: 3 clusters Score -3463495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -3463494.250000 Penalty: 5285.323242
	Iteration 60F: 3 clusters Score -3463494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -3463489.250000 Penalty: 5285.323242
	Iteration 61Q: 3 clusters Score -3463489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -3463499.250000 Penalty: 5285.323242
	Iteration 62Q: 3 clusters Score -3463499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -3463503.250000 Penalty: 5285.323242
	Iteration 63Q: 3 clusters Score -3463503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -3463505.250000 Penalty: 5285.323242
	Iteration 64Q: 3 clusters Score -3463505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -3463499.750000 Penalty: 5285.323242
	Iteration 65Q: 3 clusters Score -3463500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -3463504.000000 Penalty: 5285.323242
	Iteration 66Q: 3 clusters Score -3463504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -3463499.500000 Penalty: 5285.323242
	Iteration 67Q: 3 clusters Score -3463500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -3463503.250000 Penalty: 5285.323242
	Iteration 68Q: 3 clusters Score -3463503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -3463499.250000 Penalty: 5285.323242
	Iteration 69Q: 3 clusters Score -3463499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -3463502.500000 Penalty: 5285.323242
	Iteration 70Q: 3 clusters Score -3463502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -3463501.250000 Penalty: 5285.323242
	Iteration 71Q: 3 clusters Score -3463501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -3463503.500000 Penalty: 5285.323242
	Iteration 72Q: 3 clusters Score -3463504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -3463506.000000 Penalty: 5285.323242
	Iteration 73Q: 3 clusters Score -3463506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -3463505.750000 Penalty: 5285.323242
	Iteration 74Q: 3 clusters Score -3463506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -3463505.500000 Penalty: 5285.323242
	Iteration 75Q: 3 clusters Score -3463506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -3463505.250000 Penalty: 5285.323242
	Iteration 76Q: 3 clusters Score -3463505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -3463509.500000 Penalty: 5285.323242
	Iteration 77Q: 3 clusters Score -3463510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -3463509.500000 Penalty: 5285.323242
	Iteration 78Q: 3 clusters Score -3463510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -3463506.500000 Penalty: 5285.323242
	Iteration 79Q: 3 clusters Score -3463506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -3463508.250000 Penalty: 5285.323242
	Iteration 80F: 3 clusters Score -3463508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -3463507.250000 Penalty: 5285.323242
	Iteration 81Q: 3 clusters Score -3463507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -3463505.000000 Penalty: 5285.323242
	Iteration 82Q: 3 clusters Score -3463505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -3463507.500000 Penalty: 5285.323242
	Iteration 83Q: 3 clusters Score -3463508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -3463510.000000 Penalty: 5285.323242
	Iteration 84Q: 3 clusters Score -3463510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -3463508.000000 Penalty: 5285.323242
	Iteration 85Q: 3 clusters Score -3463508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -3463508.000000 Penalty: 5285.323242
	Iteration 86F: 3 clusters Score -3463508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -289993.843750 Penalty: 2010.714600
	Iteration 0F: 2 clusters Score -289993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -286536.093750 Penalty: 4021.429199
	Iteration 0F: 3 clusters Score -286536.1 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -287199.906250 Penalty: 4021.429199
	Iteration 1F: 3 clusters Score -287199.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -287351.343750 Penalty: 4021.429199
	Iteration 2F: 3 clusters Score -287351.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -287442.093750 Penalty: 4021.429199
	Iteration 3Q: 3 clusters Score -287442.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -287508.343750 Penalty: 4021.429199
	Iteration 4Q: 3 clusters Score -287508.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -287551.062500 Penalty: 4021.429199
	Iteration 5Q: 3 clusters Score -287551.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -287580.968750 Penalty: 4021.429199
	Iteration 6Q: 3 clusters Score -287581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -287603.156250 Penalty: 4021.429199
	Iteration 7Q: 3 clusters Score -287603.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -287616.875000 Penalty: 4021.429199
	Iteration 8Q: 3 clusters Score -287616.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -287629.156250 Penalty: 4021.429199
	Iteration 9Q: 3 clusters Score -287629.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -287641.500000 Penalty: 4021.429199
	Iteration 10Q: 3 clusters Score -287641.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -287656.343750 Penalty: 4021.429199
	Iteration 11Q: 3 clusters Score -287656.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -287664.375000 Penalty: 4021.429199
	Iteration 12Q: 3 clusters Score -287664.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -287670.593750 Penalty: 4021.429199
	Iteration 13Q: 3 clusters Score -287670.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -287674.875000 Penalty: 4021.429199
	Iteration 14Q: 3 clusters Score -287674.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -287682.625000 Penalty: 4021.429199
	Iteration 15Q: 3 clusters Score -287682.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -287691.687500 Penalty: 4021.429199
	Iteration 16Q: 3 clusters Score -287691.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -287699.031250 Penalty: 4021.429199
	Iteration 17Q: 3 clusters Score -287699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -287706.437500 Penalty: 4021.429199
	Iteration 18Q: 3 clusters Score -287706.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -287713.687500 Penalty: 4021.429199
	Iteration 19Q: 3 clusters Score -287713.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -287720.562500 Penalty: 4021.429199
	Iteration 20F: 3 clusters Score -287720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -287725.187500 Penalty: 4021.429199
	Iteration 21Q: 3 clusters Score -287725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -287727.843750 Penalty: 4021.429199
	Iteration 22Q: 3 clusters Score -287727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -287730.781250 Penalty: 4021.429199
	Iteration 23Q: 3 clusters Score -287730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -287734.656250 Penalty: 4021.429199
	Iteration 24Q: 3 clusters Score -287734.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -287737.125000 Penalty: 4021.429199
	Iteration 25Q: 3 clusters Score -287737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -287737.968750 Penalty: 4021.429199
	Iteration 26Q: 3 clusters Score -287738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -287738.875000 Penalty: 4021.429199
	Iteration 27Q: 3 clusters Score -287738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -287738.937500 Penalty: 4021.429199
	Iteration 28Q: 3 clusters Score -287738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -287740.656250 Penalty: 4021.429199
	Iteration 29Q: 3 clusters Score -287740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -287742.750000 Penalty: 4021.429199
	Iteration 30Q: 3 clusters Score -287742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -287743.937500 Penalty: 4021.429199
	Iteration 31Q: 3 clusters Score -287743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -287744.812500 Penalty: 4021.429199
	Iteration 32Q: 3 clusters Score -287744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -287745.218750 Penalty: 4021.429199
	Iteration 33Q: 3 clusters Score -287745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -287745.406250 Penalty: 4021.429199
	Iteration 34Q: 3 clusters Score -287745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -287745.812500 Penalty: 4021.429199
	Iteration 35Q: 3 clusters Score -287745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -287745.812500 Penalty: 4021.429199
	Iteration 36F: 3 clusters Score -287745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Entering Unmasked Estep 
Score: -1440773.250000 Penalty: 2411.760010
	Iteration 0F: 2 clusters Score -1440773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1428770.750000 Penalty: 4823.520020
	Iteration 0F: 3 clusters Score -1428771 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1432730.000000 Penalty: 4823.520020
	Iteration 1F: 3 clusters Score -1432730 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1433183.000000 Penalty: 4823.520020
	Iteration 2F: 3 clusters Score -1433183 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1433645.000000 Penalty: 4823.520020
	Iteration 3F: 3 clusters Score -1433645 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1434380.625000 Penalty: 4823.520020
	Iteration 4F: 3 clusters Score -1434381 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1435804.625000 Penalty: 4823.520020
	Iteration 5F: 3 clusters Score -1435805 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1437967.250000 Penalty: 4823.520020
	Iteration 6F: 3 clusters Score -1437967 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1439829.375000 Penalty: 4823.520020
	Iteration 7F: 3 clusters Score -1439829 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1441289.125000 Penalty: 4823.520020
	Iteration 8F: 3 clusters Score -1441289 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1442649.375000 Penalty: 4823.520020
	Iteration 9F: 3 clusters Score -1442649 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1443890.000000 Penalty: 4823.520020
	Iteration 10Q: 3 clusters Score -1443890 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1445073.750000 Penalty: 4823.520020
	Iteration 11Q: 3 clusters Score -1445074 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1446128.250000 Penalty: 4823.520020
	Iteration 12Q: 3 clusters Score -1446128 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1446844.375000 Penalty: 4823.520020
	Iteration 13Q: 3 clusters Score -1446844 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1447156.500000 Penalty: 4823.520020
	Iteration 14Q: 3 clusters Score -1447156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1447232.125000 Penalty: 4823.520020
	Iteration 15Q: 3 clusters Score -1447232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1447235.375000 Penalty: 4823.520020
	Iteration 16Q: 3 clusters Score -1447235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1447239.250000 Penalty: 4823.520020
	Iteration 17Q: 3 clusters Score -1447239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1447238.875000 Penalty: 4823.520020
	Iteration 18Q: 3 clusters Score -1447239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1447237.500000 Penalty: 4823.520020
	Iteration 19Q: 3 clusters Score -1447238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1447238.000000 Penalty: 4823.520020
	Iteration 20F: 3 clusters Score -1447238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1447236.750000 Penalty: 4823.520020
	Iteration 21Q: 3 clusters Score -1447237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1447236.750000 Penalty: 4823.520020
	Iteration 22F: 3 clusters Score -1447237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9831 members 
Mstep: Class 3 contains 12540 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 9877 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 17023 members 
Mstep: Class 12 contains 8675 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 69095 members 
Mstep: Class 18 contains 10982 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 22068 members 
Mstep: Class 21 contains 8724 members 
Mstep: Class 22 contains 24785 members 
Mstep: Class 23 contains 40417 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 4607 members 
Mstep: Class 26 contains 77509 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 12133 members 
Entering Unmasked Estep 
Score: -38138980.000000 Penalty: 90620.265625
Splitting cluster 15 changes total score from -38125788.000000 to -38138980.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -452965.562500 Penalty: 2162.390625
	Iteration 0F: 2 clusters Score -452965.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -447771.875000 Penalty: 4324.781250
	Iteration 0F: 3 clusters Score -447771.9 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -449383.468750 Penalty: 4324.781250
	Iteration 1F: 3 clusters Score -449383.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -449939.406250 Penalty: 4324.781250
	Iteration 2F: 3 clusters Score -449939.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -450407.031250 Penalty: 4324.781250
	Iteration 3F: 3 clusters Score -450407 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -450857.250000 Penalty: 4324.781250
	Iteration 4F: 3 clusters Score -450857.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -451300.281250 Penalty: 4324.781250
	Iteration 5F: 3 clusters Score -451300.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -451659.968750 Penalty: 4324.781250
	Iteration 6F: 3 clusters Score -451660 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -451864.218750 Penalty: 4324.781250
	Iteration 7Q: 3 clusters Score -451864.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -451972.093750 Penalty: 4324.781250
	Iteration 8Q: 3 clusters Score -451972.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -452027.500000 Penalty: 4324.781250
	Iteration 9Q: 3 clusters Score -452027.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -452053.375000 Penalty: 4324.781250
	Iteration 10Q: 3 clusters Score -452053.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -452071.093750 Penalty: 4324.781250
	Iteration 11Q: 3 clusters Score -452071.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -452085.875000 Penalty: 4324.781250
	Iteration 12Q: 3 clusters Score -452085.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -452093.093750 Penalty: 4324.781250
	Iteration 13Q: 3 clusters Score -452093.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -452097.125000 Penalty: 4324.781250
	Iteration 14Q: 3 clusters Score -452097.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -452101.218750 Penalty: 4324.781250
	Iteration 15Q: 3 clusters Score -452101.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -452106.250000 Penalty: 4324.781250
	Iteration 16Q: 3 clusters Score -452106.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -452108.843750 Penalty: 4324.781250
	Iteration 17Q: 3 clusters Score -452108.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -452114.187500 Penalty: 4324.781250
	Iteration 18Q: 3 clusters Score -452114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -452115.062500 Penalty: 4324.781250
	Iteration 19Q: 3 clusters Score -452115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -452117.093750 Penalty: 4324.781250
	Iteration 20F: 3 clusters Score -452117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -452119.218750 Penalty: 4324.781250
	Iteration 21Q: 3 clusters Score -452119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -452119.437500 Penalty: 4324.781250
	Iteration 22Q: 3 clusters Score -452119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -452120.750000 Penalty: 4324.781250
	Iteration 23Q: 3 clusters Score -452120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -452120.312500 Penalty: 4324.781250
	Iteration 24Q: 3 clusters Score -452120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -452121.250000 Penalty: 4324.781250
	Iteration 25Q: 3 clusters Score -452121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -452120.468750 Penalty: 4324.781250
	Iteration 26Q: 3 clusters Score -452120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -452122.312500 Penalty: 4324.781250
	Iteration 27Q: 3 clusters Score -452122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -452123.250000 Penalty: 4324.781250
	Iteration 28Q: 3 clusters Score -452123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -452123.250000 Penalty: 4324.781250
	Iteration 29F: 3 clusters Score -452123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Entering Unmasked Estep 
Score: -5982205.000000 Penalty: 2763.522949
	Iteration 0F: 2 clusters Score -5982205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -5935819.500000 Penalty: 5527.045898
	Iteration 0F: 3 clusters Score -5935820 nChanged 32342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -5954595.500000 Penalty: 5527.045898
	Iteration 1F: 3 clusters Score -5954596 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -5956055.500000 Penalty: 5527.045898
	Iteration 2F: 3 clusters Score -5956056 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -5957846.500000 Penalty: 5527.045898
	Iteration 3F: 3 clusters Score -5957846 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -5959947.500000 Penalty: 5527.045898
	Iteration 4F: 3 clusters Score -5959948 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5962345.500000 Penalty: 5527.045898
	Iteration 5F: 3 clusters Score -5962346 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -5964779.000000 Penalty: 5527.045898
	Iteration 6F: 3 clusters Score -5964779 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -5967005.000000 Penalty: 5527.045898
	Iteration 7F: 3 clusters Score -5967005 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -5968795.000000 Penalty: 5527.045898
	Iteration 8Q: 3 clusters Score -5968795 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -5970290.500000 Penalty: 5527.045898
	Iteration 9Q: 3 clusters Score -5970290 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -5971364.500000 Penalty: 5527.045898
	Iteration 10Q: 3 clusters Score -5971364 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5972291.500000 Penalty: 5527.045898
	Iteration 11Q: 3 clusters Score -5972292 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -5973255.500000 Penalty: 5527.045898
	Iteration 12Q: 3 clusters Score -5973256 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -5974268.500000 Penalty: 5527.045898
	Iteration 13Q: 3 clusters Score -5974268 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -5975329.000000 Penalty: 5527.045898
	Iteration 14Q: 3 clusters Score -5975329 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -5976451.500000 Penalty: 5527.045898
	Iteration 15Q: 3 clusters Score -5976452 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -5977638.000000 Penalty: 5527.045898
	Iteration 16Q: 3 clusters Score -5977638 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -5978740.000000 Penalty: 5527.045898
	Iteration 17Q: 3 clusters Score -5978740 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -5979673.500000 Penalty: 5527.045898
	Iteration 18Q: 3 clusters Score -5979674 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -5980324.500000 Penalty: 5527.045898
	Iteration 19Q: 3 clusters Score -5980324 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -5980821.500000 Penalty: 5527.045898
	Iteration 20F: 3 clusters Score -5980822 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5981203.500000 Penalty: 5527.045898
	Iteration 21Q: 3 clusters Score -5981204 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -5981454.500000 Penalty: 5527.045898
	Iteration 22Q: 3 clusters Score -5981454 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -5981648.000000 Penalty: 5527.045898
	Iteration 23Q: 3 clusters Score -5981648 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -5981809.000000 Penalty: 5527.045898
	Iteration 24Q: 3 clusters Score -5981809 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -5981909.000000 Penalty: 5527.045898
	Iteration 25Q: 3 clusters Score -5981909 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5981969.500000 Penalty: 5527.045898
	Iteration 26Q: 3 clusters Score -5981970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5982007.500000 Penalty: 5527.045898
	Iteration 27Q: 3 clusters Score -5982008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5982037.500000 Penalty: 5527.045898
	Iteration 28Q: 3 clusters Score -5982038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5982057.500000 Penalty: 5527.045898
	Iteration 29Q: 3 clusters Score -5982058 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5982079.000000 Penalty: 5527.045898
	Iteration 30Q: 3 clusters Score -5982079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5982102.000000 Penalty: 5527.045898
	Iteration 31Q: 3 clusters Score -5982102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5982119.000000 Penalty: 5527.045898
	Iteration 32Q: 3 clusters Score -5982119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5982130.500000 Penalty: 5527.045898
	Iteration 33Q: 3 clusters Score -5982130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5982126.500000 Penalty: 5527.045898
	Iteration 34Q: 3 clusters Score -5982126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5982137.500000 Penalty: 5527.045898
	Iteration 35Q: 3 clusters Score -5982138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5982140.000000 Penalty: 5527.045898
	Iteration 36Q: 3 clusters Score -5982140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5982149.000000 Penalty: 5527.045898
	Iteration 37Q: 3 clusters Score -5982149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5982149.000000 Penalty: 5527.045898
	Iteration 38Q: 3 clusters Score -5982149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5982158.500000 Penalty: 5527.045898
	Iteration 39Q: 3 clusters Score -5982158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5982153.000000 Penalty: 5527.045898
	Iteration 40F: 3 clusters Score -5982153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5982151.500000 Penalty: 5527.045898
	Iteration 41Q: 3 clusters Score -5982152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5982153.000000 Penalty: 5527.045898
	Iteration 42Q: 3 clusters Score -5982153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5982152.000000 Penalty: 5527.045898
	Iteration 43Q: 3 clusters Score -5982152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5982155.500000 Penalty: 5527.045898
	Iteration 44Q: 3 clusters Score -5982156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5982157.000000 Penalty: 5527.045898
	Iteration 45Q: 3 clusters Score -5982157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5982158.000000 Penalty: 5527.045898
	Iteration 46Q: 3 clusters Score -5982158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5982157.000000 Penalty: 5527.045898
	Iteration 47Q: 3 clusters Score -5982157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5982153.500000 Penalty: 5527.045898
	Iteration 48Q: 3 clusters Score -5982154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5982155.000000 Penalty: 5527.045898
	Iteration 49Q: 3 clusters Score -5982155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5982159.500000 Penalty: 5527.045898
	Iteration 50Q: 3 clusters Score -5982160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5982159.500000 Penalty: 5527.045898
	Iteration 51F: 3 clusters Score -5982160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Entering Unmasked Estep 
Score: -913303.500000 Penalty: 2307.395264
	Iteration 0F: 2 clusters Score -913303.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -905082.250000 Penalty: 4614.790527
	Iteration 0F: 3 clusters Score -905082.2 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -907589.125000 Penalty: 4614.790527
	Iteration 1F: 3 clusters Score -907589.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -907957.562500 Penalty: 4614.790527
	Iteration 2F: 3 clusters Score -907957.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -908232.312500 Penalty: 4614.790527
	Iteration 3F: 3 clusters Score -908232.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -908462.750000 Penalty: 4614.790527
	Iteration 4Q: 3 clusters Score -908462.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -908656.062500 Penalty: 4614.790527
	Iteration 5Q: 3 clusters Score -908656.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -908809.125000 Penalty: 4614.790527
	Iteration 6Q: 3 clusters Score -908809.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -908957.687500 Penalty: 4614.790527
	Iteration 7Q: 3 clusters Score -908957.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -909096.000000 Penalty: 4614.790527
	Iteration 8Q: 3 clusters Score -909096 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -909231.000000 Penalty: 4614.790527
	Iteration 9Q: 3 clusters Score -909231 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -909349.812500 Penalty: 4614.790527
	Iteration 10Q: 3 clusters Score -909349.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -909472.000000 Penalty: 4614.790527
	Iteration 11Q: 3 clusters Score -909472 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -909599.437500 Penalty: 4614.790527
	Iteration 12Q: 3 clusters Score -909599.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -909710.062500 Penalty: 4614.790527
	Iteration 13Q: 3 clusters Score -909710.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -909812.062500 Penalty: 4614.790527
	Iteration 14Q: 3 clusters Score -909812.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -909913.000000 Penalty: 4614.790527
	Iteration 15Q: 3 clusters Score -909913 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -910030.625000 Penalty: 4614.790527
	Iteration 16Q: 3 clusters Score -910030.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -910137.125000 Penalty: 4614.790527
	Iteration 17Q: 3 clusters Score -910137.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -910257.000000 Penalty: 4614.790527
	Iteration 18Q: 3 clusters Score -910257 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -910380.687500 Penalty: 4614.790527
	Iteration 19Q: 3 clusters Score -910380.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -910493.500000 Penalty: 4614.790527
	Iteration 20F: 3 clusters Score -910493.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -910579.812500 Penalty: 4614.790527
	Iteration 21Q: 3 clusters Score -910579.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -910639.062500 Penalty: 4614.790527
	Iteration 22Q: 3 clusters Score -910639.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -910689.187500 Penalty: 4614.790527
	Iteration 23Q: 3 clusters Score -910689.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -910743.937500 Penalty: 4614.790527
	Iteration 24Q: 3 clusters Score -910743.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -910777.000000 Penalty: 4614.790527
	Iteration 25Q: 3 clusters Score -910777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -910813.375000 Penalty: 4614.790527
	Iteration 26Q: 3 clusters Score -910813.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -910837.750000 Penalty: 4614.790527
	Iteration 27Q: 3 clusters Score -910837.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -910858.000000 Penalty: 4614.790527
	Iteration 28Q: 3 clusters Score -910858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -910882.187500 Penalty: 4614.790527
	Iteration 29Q: 3 clusters Score -910882.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -910897.062500 Penalty: 4614.790527
	Iteration 30Q: 3 clusters Score -910897.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -910913.125000 Penalty: 4614.790527
	Iteration 31Q: 3 clusters Score -910913.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -910929.812500 Penalty: 4614.790527
	Iteration 32Q: 3 clusters Score -910929.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -910952.250000 Penalty: 4614.790527
	Iteration 33Q: 3 clusters Score -910952.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -910969.250000 Penalty: 4614.790527
	Iteration 34Q: 3 clusters Score -910969.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -910978.812500 Penalty: 4614.790527
	Iteration 35Q: 3 clusters Score -910978.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -910987.062500 Penalty: 4614.790527
	Iteration 36Q: 3 clusters Score -910987.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -910992.687500 Penalty: 4614.790527
	Iteration 37Q: 3 clusters Score -910992.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -910996.937500 Penalty: 4614.790527
	Iteration 38Q: 3 clusters Score -910996.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -911000.750000 Penalty: 4614.790527
	Iteration 39Q: 3 clusters Score -911000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -911005.562500 Penalty: 4614.790527
	Iteration 40F: 3 clusters Score -911005.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -911006.312500 Penalty: 4614.790527
	Iteration 41Q: 3 clusters Score -911006.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -911011.125000 Penalty: 4614.790527
	Iteration 42Q: 3 clusters Score -911011.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -911016.187500 Penalty: 4614.790527
	Iteration 43Q: 3 clusters Score -911016.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -911025.375000 Penalty: 4614.790527
	Iteration 44Q: 3 clusters Score -911025.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -911032.625000 Penalty: 4614.790527
	Iteration 45Q: 3 clusters Score -911032.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -911038.625000 Penalty: 4614.790527
	Iteration 46Q: 3 clusters Score -911038.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -911041.750000 Penalty: 4614.790527
	Iteration 47Q: 3 clusters Score -911041.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -911046.812500 Penalty: 4614.790527
	Iteration 48Q: 3 clusters Score -911046.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -911050.375000 Penalty: 4614.790527
	Iteration 49Q: 3 clusters Score -911050.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -911052.875000 Penalty: 4614.790527
	Iteration 50Q: 3 clusters Score -911052.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -911053.125000 Penalty: 4614.790527
	Iteration 51Q: 3 clusters Score -911053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -911058.812500 Penalty: 4614.790527
	Iteration 52Q: 3 clusters Score -911058.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -911063.812500 Penalty: 4614.790527
	Iteration 53Q: 3 clusters Score -911063.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -911070.875000 Penalty: 4614.790527
	Iteration 54Q: 3 clusters Score -911070.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -911078.562500 Penalty: 4614.790527
	Iteration 55Q: 3 clusters Score -911078.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -911088.187500 Penalty: 4614.790527
	Iteration 56Q: 3 clusters Score -911088.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -911094.312500 Penalty: 4614.790527
	Iteration 57Q: 3 clusters Score -911094.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -911103.500000 Penalty: 4614.790527
	Iteration 58Q: 3 clusters Score -911103.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -911107.812500 Penalty: 4614.790527
	Iteration 59Q: 3 clusters Score -911107.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -911112.437500 Penalty: 4614.790527
	Iteration 60F: 3 clusters Score -911112.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -911120.125000 Penalty: 4614.790527
	Iteration 61Q: 3 clusters Score -911120.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -911126.750000 Penalty: 4614.790527
	Iteration 62Q: 3 clusters Score -911126.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -911131.312500 Penalty: 4614.790527
	Iteration 63Q: 3 clusters Score -911131.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -911136.125000 Penalty: 4614.790527
	Iteration 64Q: 3 clusters Score -911136.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -911140.000000 Penalty: 4614.790527
	Iteration 65Q: 3 clusters Score -911140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -911142.187500 Penalty: 4614.790527
	Iteration 66Q: 3 clusters Score -911142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -911150.375000 Penalty: 4614.790527
	Iteration 67Q: 3 clusters Score -911150.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -911156.812500 Penalty: 4614.790527
	Iteration 68Q: 3 clusters Score -911156.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -911160.125000 Penalty: 4614.790527
	Iteration 69Q: 3 clusters Score -911160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -911164.062500 Penalty: 4614.790527
	Iteration 70Q: 3 clusters Score -911164.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -911171.750000 Penalty: 4614.790527
	Iteration 71Q: 3 clusters Score -911171.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -911181.875000 Penalty: 4614.790527
	Iteration 72Q: 3 clusters Score -911181.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -911188.687500 Penalty: 4614.790527
	Iteration 73Q: 3 clusters Score -911188.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -911196.500000 Penalty: 4614.790527
	Iteration 74Q: 3 clusters Score -911196.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -911204.062500 Penalty: 4614.790527
	Iteration 75Q: 3 clusters Score -911204.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -911212.750000 Penalty: 4614.790527
	Iteration 76Q: 3 clusters Score -911212.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -911219.312500 Penalty: 4614.790527
	Iteration 77Q: 3 clusters Score -911219.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -911227.062500 Penalty: 4614.790527
	Iteration 78Q: 3 clusters Score -911227.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -911230.187500 Penalty: 4614.790527
	Iteration 79Q: 3 clusters Score -911230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -911235.312500 Penalty: 4614.790527
	Iteration 80F: 3 clusters Score -911235.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -911241.437500 Penalty: 4614.790527
	Iteration 81Q: 3 clusters Score -911241.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -911242.625000 Penalty: 4614.790527
	Iteration 82Q: 3 clusters Score -911242.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -911247.687500 Penalty: 4614.790527
	Iteration 83Q: 3 clusters Score -911247.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -911251.937500 Penalty: 4614.790527
	Iteration 84Q: 3 clusters Score -911251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -911253.000000 Penalty: 4614.790527
	Iteration 85Q: 3 clusters Score -911253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -911256.750000 Penalty: 4614.790527
	Iteration 86Q: 3 clusters Score -911256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -911259.187500 Penalty: 4614.790527
	Iteration 87Q: 3 clusters Score -911259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -911263.312500 Penalty: 4614.790527
	Iteration 88Q: 3 clusters Score -911263.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -911266.000000 Penalty: 4614.790527
	Iteration 89Q: 3 clusters Score -911266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -911267.625000 Penalty: 4614.790527
	Iteration 90Q: 3 clusters Score -911267.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -911276.187500 Penalty: 4614.790527
	Iteration 91Q: 3 clusters Score -911276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -911281.437500 Penalty: 4614.790527
	Iteration 92Q: 3 clusters Score -911281.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -911286.000000 Penalty: 4614.790527
	Iteration 93Q: 3 clusters Score -911286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -911290.250000 Penalty: 4614.790527
	Iteration 94Q: 3 clusters Score -911290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -911291.937500 Penalty: 4614.790527
	Iteration 95Q: 3 clusters Score -911291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -911293.875000 Penalty: 4614.790527
	Iteration 96Q: 3 clusters Score -911293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -911295.625000 Penalty: 4614.790527
	Iteration 97Q: 3 clusters Score -911295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -911295.625000 Penalty: 4614.790527
	Iteration 98F: 3 clusters Score -911295.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -303519.031250 Penalty: 2042.698120
	Iteration 0F: 2 clusters Score -303519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -299793.562500 Penalty: 4085.396240
	Iteration 0F: 3 clusters Score -299793.6 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -300689.343750 Penalty: 4085.396240
	Iteration 1F: 3 clusters Score -300689.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -300905.687500 Penalty: 4085.396240
	Iteration 2F: 3 clusters Score -300905.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -301041.718750 Penalty: 4085.396240
	Iteration 3F: 3 clusters Score -301041.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -301133.937500 Penalty: 4085.396240
	Iteration 4Q: 3 clusters Score -301133.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -301194.312500 Penalty: 4085.396240
	Iteration 5Q: 3 clusters Score -301194.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -301258.718750 Penalty: 4085.396240
	Iteration 6Q: 3 clusters Score -301258.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -301306.625000 Penalty: 4085.396240
	Iteration 7Q: 3 clusters Score -301306.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -301346.500000 Penalty: 4085.396240
	Iteration 8Q: 3 clusters Score -301346.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -301372.781250 Penalty: 4085.396240
	Iteration 9Q: 3 clusters Score -301372.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -301397.500000 Penalty: 4085.396240
	Iteration 10Q: 3 clusters Score -301397.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -301413.281250 Penalty: 4085.396240
	Iteration 11Q: 3 clusters Score -301413.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -301431.718750 Penalty: 4085.396240
	Iteration 12Q: 3 clusters Score -301431.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -301453.531250 Penalty: 4085.396240
	Iteration 13Q: 3 clusters Score -301453.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -301471.718750 Penalty: 4085.396240
	Iteration 14Q: 3 clusters Score -301471.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -301491.218750 Penalty: 4085.396240
	Iteration 15Q: 3 clusters Score -301491.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -301506.812500 Penalty: 4085.396240
	Iteration 16Q: 3 clusters Score -301506.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -301523.656250 Penalty: 4085.396240
	Iteration 17Q: 3 clusters Score -301523.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -301537.125000 Penalty: 4085.396240
	Iteration 18Q: 3 clusters Score -301537.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -301545.062500 Penalty: 4085.396240
	Iteration 19Q: 3 clusters Score -301545.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -301554.500000 Penalty: 4085.396240
	Iteration 20F: 3 clusters Score -301554.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -301560.343750 Penalty: 4085.396240
	Iteration 21Q: 3 clusters Score -301560.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -301567.625000 Penalty: 4085.396240
	Iteration 22Q: 3 clusters Score -301567.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -301577.656250 Penalty: 4085.396240
	Iteration 23Q: 3 clusters Score -301577.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -301587.312500 Penalty: 4085.396240
	Iteration 24Q: 3 clusters Score -301587.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -301599.312500 Penalty: 4085.396240
	Iteration 25Q: 3 clusters Score -301599.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -301612.156250 Penalty: 4085.396240
	Iteration 26Q: 3 clusters Score -301612.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -301621.562500 Penalty: 4085.396240
	Iteration 27Q: 3 clusters Score -301621.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -301632.593750 Penalty: 4085.396240
	Iteration 28Q: 3 clusters Score -301632.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -301649.468750 Penalty: 4085.396240
	Iteration 29Q: 3 clusters Score -301649.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -301670.593750 Penalty: 4085.396240
	Iteration 30Q: 3 clusters Score -301670.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -301692.781250 Penalty: 4085.396240
	Iteration 31Q: 3 clusters Score -301692.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -301714.343750 Penalty: 4085.396240
	Iteration 32Q: 3 clusters Score -301714.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -301741.062500 Penalty: 4085.396240
	Iteration 33Q: 3 clusters Score -301741.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -301759.218750 Penalty: 4085.396240
	Iteration 34Q: 3 clusters Score -301759.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -301769.031250 Penalty: 4085.396240
	Iteration 35Q: 3 clusters Score -301769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -301778.281250 Penalty: 4085.396240
	Iteration 36Q: 3 clusters Score -301778.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -301783.062500 Penalty: 4085.396240
	Iteration 37Q: 3 clusters Score -301783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -301787.000000 Penalty: 4085.396240
	Iteration 38Q: 3 clusters Score -301787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -301793.781250 Penalty: 4085.396240
	Iteration 39Q: 3 clusters Score -301793.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -301801.156250 Penalty: 4085.396240
	Iteration 40F: 3 clusters Score -301801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -301808.843750 Penalty: 4085.396240
	Iteration 41Q: 3 clusters Score -301808.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -301816.906250 Penalty: 4085.396240
	Iteration 42Q: 3 clusters Score -301816.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -301822.406250 Penalty: 4085.396240
	Iteration 43Q: 3 clusters Score -301822.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -301829.437500 Penalty: 4085.396240
	Iteration 44Q: 3 clusters Score -301829.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -301838.343750 Penalty: 4085.396240
	Iteration 45Q: 3 clusters Score -301838.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -301851.187500 Penalty: 4085.396240
	Iteration 46Q: 3 clusters Score -301851.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -301865.687500 Penalty: 4085.396240
	Iteration 47Q: 3 clusters Score -301865.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -301874.531250 Penalty: 4085.396240
	Iteration 48Q: 3 clusters Score -301874.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -301881.593750 Penalty: 4085.396240
	Iteration 49Q: 3 clusters Score -301881.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -301887.843750 Penalty: 4085.396240
	Iteration 50Q: 3 clusters Score -301887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -301893.093750 Penalty: 4085.396240
	Iteration 51Q: 3 clusters Score -301893.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -301898.750000 Penalty: 4085.396240
	Iteration 52Q: 3 clusters Score -301898.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -301907.906250 Penalty: 4085.396240
	Iteration 53Q: 3 clusters Score -301907.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -301915.625000 Penalty: 4085.396240
	Iteration 54Q: 3 clusters Score -301915.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -301923.406250 Penalty: 4085.396240
	Iteration 55Q: 3 clusters Score -301923.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -301930.781250 Penalty: 4085.396240
	Iteration 56Q: 3 clusters Score -301930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -301936.656250 Penalty: 4085.396240
	Iteration 57Q: 3 clusters Score -301936.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -301945.500000 Penalty: 4085.396240
	Iteration 58Q: 3 clusters Score -301945.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -301954.156250 Penalty: 4085.396240
	Iteration 59Q: 3 clusters Score -301954.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -301960.218750 Penalty: 4085.396240
	Iteration 60F: 3 clusters Score -301960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -301962.593750 Penalty: 4085.396240
	Iteration 61Q: 3 clusters Score -301962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -301965.093750 Penalty: 4085.396240
	Iteration 62Q: 3 clusters Score -301965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -301966.093750 Penalty: 4085.396240
	Iteration 63Q: 3 clusters Score -301966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -301965.937500 Penalty: 4085.396240
	Iteration 64Q: 3 clusters Score -301965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -301965.937500 Penalty: 4085.396240
	Iteration 65F: 3 clusters Score -301965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Entering Unmasked Estep 
Score: -1897084.875000 Penalty: 2480.467041
	Iteration 0F: 2 clusters Score -1897085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1881671.500000 Penalty: 4960.934082
	Iteration 0F: 3 clusters Score -1881672 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1887109.000000 Penalty: 4960.934082
	Iteration 1F: 3 clusters Score -1887109 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1887838.875000 Penalty: 4960.934082
	Iteration 2F: 3 clusters Score -1887839 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1888751.625000 Penalty: 4960.934082
	Iteration 3F: 3 clusters Score -1888752 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1889825.125000 Penalty: 4960.934082
	Iteration 4F: 3 clusters Score -1889825 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1891041.250000 Penalty: 4960.934082
	Iteration 5F: 3 clusters Score -1891041 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1892217.750000 Penalty: 4960.934082
	Iteration 6F: 3 clusters Score -1892218 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -1893265.250000 Penalty: 4960.934082
	Iteration 7F: 3 clusters Score -1893265 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1894004.375000 Penalty: 4960.934082
	Iteration 8Q: 3 clusters Score -1894004 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1894474.500000 Penalty: 4960.934082
	Iteration 9Q: 3 clusters Score -1894474 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -1894779.375000 Penalty: 4960.934082
	Iteration 10Q: 3 clusters Score -1894779 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -1894947.375000 Penalty: 4960.934082
	Iteration 11Q: 3 clusters Score -1894947 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1895042.375000 Penalty: 4960.934082
	Iteration 12Q: 3 clusters Score -1895042 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1895110.000000 Penalty: 4960.934082
	Iteration 13Q: 3 clusters Score -1895110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1895145.500000 Penalty: 4960.934082
	Iteration 14Q: 3 clusters Score -1895146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -1895179.500000 Penalty: 4960.934082
	Iteration 15Q: 3 clusters Score -1895180 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1895207.500000 Penalty: 4960.934082
	Iteration 16Q: 3 clusters Score -1895208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -1895223.375000 Penalty: 4960.934082
	Iteration 17Q: 3 clusters Score -1895223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -1895239.750000 Penalty: 4960.934082
	Iteration 18Q: 3 clusters Score -1895240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -1895249.750000 Penalty: 4960.934082
	Iteration 19Q: 3 clusters Score -1895250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -1895257.125000 Penalty: 4960.934082
	Iteration 20F: 3 clusters Score -1895257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -1895263.375000 Penalty: 4960.934082
	Iteration 21Q: 3 clusters Score -1895263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -1895268.375000 Penalty: 4960.934082
	Iteration 22Q: 3 clusters Score -1895268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -1895272.625000 Penalty: 4960.934082
	Iteration 23Q: 3 clusters Score -1895273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -1895278.500000 Penalty: 4960.934082
	Iteration 24Q: 3 clusters Score -1895278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1895282.250000 Penalty: 4960.934082
	Iteration 25Q: 3 clusters Score -1895282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -1895283.500000 Penalty: 4960.934082
	Iteration 26Q: 3 clusters Score -1895284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -1895282.500000 Penalty: 4960.934082
	Iteration 27Q: 3 clusters Score -1895282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -1895284.250000 Penalty: 4960.934082
	Iteration 28Q: 3 clusters Score -1895284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -1895283.125000 Penalty: 4960.934082
	Iteration 29Q: 3 clusters Score -1895283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -1895283.125000 Penalty: 4960.934082
	Iteration 30F: 3 clusters Score -1895283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Entering Unmasked Estep 
Score: -757766.250000 Penalty: 2250.310791
	Iteration 0F: 2 clusters Score -757766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -750922.000000 Penalty: 4500.621582
	Iteration 0F: 3 clusters Score -750922 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -752889.187500 Penalty: 4500.621582
	Iteration 1F: 3 clusters Score -752889.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -753167.625000 Penalty: 4500.621582
	Iteration 2F: 3 clusters Score -753167.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -753329.000000 Penalty: 4500.621582
	Iteration 3Q: 3 clusters Score -753329 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -753458.187500 Penalty: 4500.621582
	Iteration 4Q: 3 clusters Score -753458.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -753565.062500 Penalty: 4500.621582
	Iteration 5Q: 3 clusters Score -753565.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -753668.062500 Penalty: 4500.621582
	Iteration 6Q: 3 clusters Score -753668.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -753760.875000 Penalty: 4500.621582
	Iteration 7Q: 3 clusters Score -753760.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -753843.375000 Penalty: 4500.621582
	Iteration 8Q: 3 clusters Score -753843.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -753936.187500 Penalty: 4500.621582
	Iteration 9Q: 3 clusters Score -753936.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -754050.812500 Penalty: 4500.621582
	Iteration 10Q: 3 clusters Score -754050.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -754182.312500 Penalty: 4500.621582
	Iteration 11Q: 3 clusters Score -754182.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -754333.437500 Penalty: 4500.621582
	Iteration 12Q: 3 clusters Score -754333.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -754488.062500 Penalty: 4500.621582
	Iteration 13Q: 3 clusters Score -754488.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -754634.750000 Penalty: 4500.621582
	Iteration 14Q: 3 clusters Score -754634.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -754794.250000 Penalty: 4500.621582
	Iteration 15Q: 3 clusters Score -754794.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -754944.562500 Penalty: 4500.621582
	Iteration 16Q: 3 clusters Score -754944.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -755065.437500 Penalty: 4500.621582
	Iteration 17Q: 3 clusters Score -755065.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -755194.250000 Penalty: 4500.621582
	Iteration 18Q: 3 clusters Score -755194.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -755325.437500 Penalty: 4500.621582
	Iteration 19Q: 3 clusters Score -755325.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -755421.937500 Penalty: 4500.621582
	Iteration 20F: 3 clusters Score -755421.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -755494.375000 Penalty: 4500.621582
	Iteration 21Q: 3 clusters Score -755494.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -755546.312500 Penalty: 4500.621582
	Iteration 22Q: 3 clusters Score -755546.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -755586.375000 Penalty: 4500.621582
	Iteration 23Q: 3 clusters Score -755586.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -755607.875000 Penalty: 4500.621582
	Iteration 24Q: 3 clusters Score -755607.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -755621.000000 Penalty: 4500.621582
	Iteration 25Q: 3 clusters Score -755621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -755634.812500 Penalty: 4500.621582
	Iteration 26Q: 3 clusters Score -755634.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -755642.750000 Penalty: 4500.621582
	Iteration 27Q: 3 clusters Score -755642.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -755646.437500 Penalty: 4500.621582
	Iteration 28Q: 3 clusters Score -755646.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -755648.812500 Penalty: 4500.621582
	Iteration 29Q: 3 clusters Score -755648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -755651.500000 Penalty: 4500.621582
	Iteration 30Q: 3 clusters Score -755651.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -755654.312500 Penalty: 4500.621582
	Iteration 31Q: 3 clusters Score -755654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -755655.937500 Penalty: 4500.621582
	Iteration 32Q: 3 clusters Score -755655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -755655.812500 Penalty: 4500.621582
	Iteration 33Q: 3 clusters Score -755655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -755655.125000 Penalty: 4500.621582
	Iteration 34Q: 3 clusters Score -755655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -755657.187500 Penalty: 4500.621582
	Iteration 35Q: 3 clusters Score -755657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -755657.437500 Penalty: 4500.621582
	Iteration 36Q: 3 clusters Score -755657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -755660.562500 Penalty: 4500.621582
	Iteration 37Q: 3 clusters Score -755660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -755660.687500 Penalty: 4500.621582
	Iteration 38Q: 3 clusters Score -755660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -755662.250000 Penalty: 4500.621582
	Iteration 39Q: 3 clusters Score -755662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -755661.562500 Penalty: 4500.621582
	Iteration 40F: 3 clusters Score -755661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -755662.625000 Penalty: 4500.621582
	Iteration 41Q: 3 clusters Score -755662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -755663.375000 Penalty: 4500.621582
	Iteration 42Q: 3 clusters Score -755663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -755663.937500 Penalty: 4500.621582
	Iteration 43Q: 3 clusters Score -755663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -755665.687500 Penalty: 4500.621582
	Iteration 44Q: 3 clusters Score -755665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -755664.125000 Penalty: 4500.621582
	Iteration 45Q: 3 clusters Score -755664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -755664.375000 Penalty: 4500.621582
	Iteration 46Q: 3 clusters Score -755664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -755664.375000 Penalty: 4500.621582
	Iteration 47F: 3 clusters Score -755664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Entering Unmasked Estep 
Score: -2131595.000000 Penalty: 2509.262695
	Iteration 0F: 2 clusters Score -2131595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2114521.250000 Penalty: 5018.525391
	Iteration 0F: 3 clusters Score -2114521 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2120602.000000 Penalty: 5018.525391
	Iteration 1F: 3 clusters Score -2120602 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2121066.750000 Penalty: 5018.525391
	Iteration 2F: 3 clusters Score -2121067 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2121492.750000 Penalty: 5018.525391
	Iteration 3Q: 3 clusters Score -2121493 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2121958.500000 Penalty: 5018.525391
	Iteration 4Q: 3 clusters Score -2121958 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2122594.750000 Penalty: 5018.525391
	Iteration 5Q: 3 clusters Score -2122595 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2123512.000000 Penalty: 5018.525391
	Iteration 6F: 3 clusters Score -2123512 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2124695.000000 Penalty: 5018.525391
	Iteration 7F: 3 clusters Score -2124695 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2126069.000000 Penalty: 5018.525391
	Iteration 8F: 3 clusters Score -2126069 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2127378.500000 Penalty: 5018.525391
	Iteration 9F: 3 clusters Score -2127378 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2128259.250000 Penalty: 5018.525391
	Iteration 10Q: 3 clusters Score -2128259 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2128758.000000 Penalty: 5018.525391
	Iteration 11Q: 3 clusters Score -2128758 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2129031.250000 Penalty: 5018.525391
	Iteration 12Q: 3 clusters Score -2129031 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2129142.250000 Penalty: 5018.525391
	Iteration 13Q: 3 clusters Score -2129142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2129227.500000 Penalty: 5018.525391
	Iteration 14Q: 3 clusters Score -2129228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2129278.000000 Penalty: 5018.525391
	Iteration 15Q: 3 clusters Score -2129278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2129312.000000 Penalty: 5018.525391
	Iteration 16Q: 3 clusters Score -2129312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2129344.250000 Penalty: 5018.525391
	Iteration 17Q: 3 clusters Score -2129344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2129361.750000 Penalty: 5018.525391
	Iteration 18Q: 3 clusters Score -2129362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2129376.250000 Penalty: 5018.525391
	Iteration 19Q: 3 clusters Score -2129376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2129383.250000 Penalty: 5018.525391
	Iteration 20F: 3 clusters Score -2129383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2129389.000000 Penalty: 5018.525391
	Iteration 21Q: 3 clusters Score -2129389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2129400.250000 Penalty: 5018.525391
	Iteration 22Q: 3 clusters Score -2129400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2129410.500000 Penalty: 5018.525391
	Iteration 23Q: 3 clusters Score -2129410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2129413.000000 Penalty: 5018.525391
	Iteration 24Q: 3 clusters Score -2129413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2129411.500000 Penalty: 5018.525391
	Iteration 25Q: 3 clusters Score -2129412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2129414.250000 Penalty: 5018.525391
	Iteration 26Q: 3 clusters Score -2129414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2129414.250000 Penalty: 5018.525391
	Iteration 27F: 3 clusters Score -2129414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Entering Unmasked Estep 
Score: -3472819.750000 Penalty: 2630.537598
	Iteration 0F: 2 clusters Score -3472820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3445477.000000 Penalty: 5261.075195
	Iteration 0F: 3 clusters Score -3445477 nChanged 18487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3456057.500000 Penalty: 5261.075195
	Iteration 1F: 3 clusters Score -3456058 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3456801.250000 Penalty: 5261.075195
	Iteration 2F: 3 clusters Score -3456801 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3457650.500000 Penalty: 5261.075195
	Iteration 3Q: 3 clusters Score -3457650 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3458719.500000 Penalty: 5261.075195
	Iteration 4F: 3 clusters Score -3458720 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3460009.500000 Penalty: 5261.075195
	Iteration 5F: 3 clusters Score -3460010 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3461348.250000 Penalty: 5261.075195
	Iteration 6F: 3 clusters Score -3461348 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3462751.000000 Penalty: 5261.075195
	Iteration 7F: 3 clusters Score -3462751 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3464137.750000 Penalty: 5261.075195
	Iteration 8F: 3 clusters Score -3464138 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3465547.500000 Penalty: 5261.075195
	Iteration 9F: 3 clusters Score -3465548 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3466838.750000 Penalty: 5261.075195
	Iteration 10Q: 3 clusters Score -3466839 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3468045.250000 Penalty: 5261.075195
	Iteration 11Q: 3 clusters Score -3468045 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3469100.750000 Penalty: 5261.075195
	Iteration 12Q: 3 clusters Score -3469101 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -3470244.250000 Penalty: 5261.075195
	Iteration 13Q: 3 clusters Score -3470244 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3471836.000000 Penalty: 5261.075195
	Iteration 14Q: 3 clusters Score -3471836 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3474737.250000 Penalty: 5261.075195
	Iteration 15Q: 3 clusters Score -3474737 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3478190.000000 Penalty: 5261.075195
	Iteration 16Q: 3 clusters Score -3478190 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -3478850.750000 Penalty: 5261.075195
	Iteration 17Q: 3 clusters Score -3478851 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3479257.750000 Penalty: 5261.075195
	Iteration 18Q: 3 clusters Score -3479258 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3479579.000000 Penalty: 5261.075195
	Iteration 19Q: 3 clusters Score -3479579 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3479898.000000 Penalty: 5261.075195
	Iteration 20F: 3 clusters Score -3479898 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3480270.500000 Penalty: 5261.075195
	Iteration 21Q: 3 clusters Score -3480270 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3480650.000000 Penalty: 5261.075195
	Iteration 22Q: 3 clusters Score -3480650 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3481043.500000 Penalty: 5261.075195
	Iteration 23Q: 3 clusters Score -3481044 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3481392.250000 Penalty: 5261.075195
	Iteration 24Q: 3 clusters Score -3481392 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3481748.500000 Penalty: 5261.075195
	Iteration 25Q: 3 clusters Score -3481748 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3482061.000000 Penalty: 5261.075195
	Iteration 26Q: 3 clusters Score -3482061 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3482304.000000 Penalty: 5261.075195
	Iteration 27Q: 3 clusters Score -3482304 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3482538.750000 Penalty: 5261.075195
	Iteration 28Q: 3 clusters Score -3482539 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3482675.250000 Penalty: 5261.075195
	Iteration 29Q: 3 clusters Score -3482675 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3482774.250000 Penalty: 5261.075195
	Iteration 30Q: 3 clusters Score -3482774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3482842.750000 Penalty: 5261.075195
	Iteration 31Q: 3 clusters Score -3482843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3482882.250000 Penalty: 5261.075195
	Iteration 32Q: 3 clusters Score -3482882 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3482898.000000 Penalty: 5261.075195
	Iteration 33Q: 3 clusters Score -3482898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3482911.750000 Penalty: 5261.075195
	Iteration 34Q: 3 clusters Score -3482912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3482925.750000 Penalty: 5261.075195
	Iteration 35Q: 3 clusters Score -3482926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3482939.500000 Penalty: 5261.075195
	Iteration 36Q: 3 clusters Score -3482940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3482933.250000 Penalty: 5261.075195
	Iteration 37Q: 3 clusters Score -3482933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3482940.250000 Penalty: 5261.075195
	Iteration 38Q: 3 clusters Score -3482940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3482944.250000 Penalty: 5261.075195
	Iteration 39Q: 3 clusters Score -3482944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3483012.250000 Penalty: 5261.075195
	Iteration 40F: 3 clusters Score -3483012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3483045.250000 Penalty: 5261.075195
	Iteration 41Q: 3 clusters Score -3483045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3483055.250000 Penalty: 5261.075195
	Iteration 42Q: 3 clusters Score -3483055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3483058.750000 Penalty: 5261.075195
	Iteration 43Q: 3 clusters Score -3483059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3483065.250000 Penalty: 5261.075195
	Iteration 44Q: 3 clusters Score -3483065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3483068.250000 Penalty: 5261.075195
	Iteration 45Q: 3 clusters Score -3483068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3483071.250000 Penalty: 5261.075195
	Iteration 46Q: 3 clusters Score -3483071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3483057.250000 Penalty: 5261.075195
	Iteration 47Q: 3 clusters Score -3483057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3483072.500000 Penalty: 5261.075195
	Iteration 48Q: 3 clusters Score -3483072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3483069.000000 Penalty: 5261.075195
	Iteration 49Q: 3 clusters Score -3483069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3483072.250000 Penalty: 5261.075195
	Iteration 50Q: 3 clusters Score -3483072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3483071.000000 Penalty: 5261.075195
	Iteration 51Q: 3 clusters Score -3483071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3483071.750000 Penalty: 5261.075195
	Iteration 52Q: 3 clusters Score -3483072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3483075.500000 Penalty: 5261.075195
	Iteration 53Q: 3 clusters Score -3483076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3483074.500000 Penalty: 5261.075195
	Iteration 54Q: 3 clusters Score -3483074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3483072.250000 Penalty: 5261.075195
	Iteration 55Q: 3 clusters Score -3483072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3483077.000000 Penalty: 5261.075195
	Iteration 56Q: 3 clusters Score -3483077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3483076.000000 Penalty: 5261.075195
	Iteration 57Q: 3 clusters Score -3483076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3483076.000000 Penalty: 5261.075195
	Iteration 58F: 3 clusters Score -3483076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9831 members 
Mstep: Class 3 contains 12540 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 9877 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 17023 members 
Mstep: Class 12 contains 8675 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 69095 members 
Mstep: Class 18 contains 10982 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 22068 members 
Mstep: Class 21 contains 8724 members 
Mstep: Class 22 contains 24785 members 
Mstep: Class 23 contains 17261 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 4607 members 
Mstep: Class 26 contains 77509 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 12133 members 
Mstep: Class 29 contains 23156 members 
Entering Unmasked Estep 
Score: -38148532.000000 Penalty: 93856.703125
Splitting cluster 23 changes total score from -38125788.000000 to -38148532.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 24 (8850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Entering Unmasked Estep 
Score: -759040.250000 Penalty: 2253.866943
	Iteration 0F: 2 clusters Score -759040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -752120.312500 Penalty: 4507.733887
	Iteration 0F: 3 clusters Score -752120.3 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -754142.187500 Penalty: 4507.733887
	Iteration 1F: 3 clusters Score -754142.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -754482.437500 Penalty: 4507.733887
	Iteration 2F: 3 clusters Score -754482.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -754796.625000 Penalty: 4507.733887
	Iteration 3F: 3 clusters Score -754796.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -755105.312500 Penalty: 4507.733887
	Iteration 4F: 3 clusters Score -755105.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -755433.625000 Penalty: 4507.733887
	Iteration 5F: 3 clusters Score -755433.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -755751.125000 Penalty: 4507.733887
	Iteration 6F: 3 clusters Score -755751.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -756037.000000 Penalty: 4507.733887
	Iteration 7Q: 3 clusters Score -756037 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -756306.937500 Penalty: 4507.733887
	Iteration 8Q: 3 clusters Score -756306.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -756526.375000 Penalty: 4507.733887
	Iteration 9Q: 3 clusters Score -756526.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -756712.937500 Penalty: 4507.733887
	Iteration 10Q: 3 clusters Score -756712.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -756850.625000 Penalty: 4507.733887
	Iteration 11Q: 3 clusters Score -756850.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -756951.312500 Penalty: 4507.733887
	Iteration 12Q: 3 clusters Score -756951.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -757017.625000 Penalty: 4507.733887
	Iteration 13Q: 3 clusters Score -757017.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -757077.750000 Penalty: 4507.733887
	Iteration 14Q: 3 clusters Score -757077.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -757103.250000 Penalty: 4507.733887
	Iteration 15Q: 3 clusters Score -757103.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -757125.687500 Penalty: 4507.733887
	Iteration 16Q: 3 clusters Score -757125.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -757146.125000 Penalty: 4507.733887
	Iteration 17Q: 3 clusters Score -757146.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -757164.250000 Penalty: 4507.733887
	Iteration 18Q: 3 clusters Score -757164.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -757180.312500 Penalty: 4507.733887
	Iteration 19Q: 3 clusters Score -757180.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -757187.375000 Penalty: 4507.733887
	Iteration 20F: 3 clusters Score -757187.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -757193.750000 Penalty: 4507.733887
	Iteration 21Q: 3 clusters Score -757193.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -757200.437500 Penalty: 4507.733887
	Iteration 22Q: 3 clusters Score -757200.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -757209.687500 Penalty: 4507.733887
	Iteration 23Q: 3 clusters Score -757209.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -757217.875000 Penalty: 4507.733887
	Iteration 24Q: 3 clusters Score -757217.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -757221.187500 Penalty: 4507.733887
	Iteration 25Q: 3 clusters Score -757221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -757225.812500 Penalty: 4507.733887
	Iteration 26Q: 3 clusters Score -757225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -757227.687500 Penalty: 4507.733887
	Iteration 27Q: 3 clusters Score -757227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -757230.750000 Penalty: 4507.733887
	Iteration 28Q: 3 clusters Score -757230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -757231.375000 Penalty: 4507.733887
	Iteration 29Q: 3 clusters Score -757231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -757231.375000 Penalty: 4507.733887
	Iteration 30F: 3 clusters Score -757231.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Entering Unmasked Estep 
Score: -347795.281250 Penalty: 2091.962402
	Iteration 0F: 2 clusters Score -347795.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -343420.437500 Penalty: 4183.924805
	Iteration 0F: 3 clusters Score -343420.4 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -344568.906250 Penalty: 4183.924805
	Iteration 1F: 3 clusters Score -344568.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -344895.093750 Penalty: 4183.924805
	Iteration 2F: 3 clusters Score -344895.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -345101.656250 Penalty: 4183.924805
	Iteration 3F: 3 clusters Score -345101.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -345233.531250 Penalty: 4183.924805
	Iteration 4Q: 3 clusters Score -345233.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -345325.437500 Penalty: 4183.924805
	Iteration 5Q: 3 clusters Score -345325.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -345406.718750 Penalty: 4183.924805
	Iteration 6Q: 3 clusters Score -345406.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -345468.781250 Penalty: 4183.924805
	Iteration 7Q: 3 clusters Score -345468.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -345516.875000 Penalty: 4183.924805
	Iteration 8Q: 3 clusters Score -345516.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -345555.968750 Penalty: 4183.924805
	Iteration 9Q: 3 clusters Score -345556 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -345588.500000 Penalty: 4183.924805
	Iteration 10Q: 3 clusters Score -345588.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -345614.281250 Penalty: 4183.924805
	Iteration 11Q: 3 clusters Score -345614.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -345640.656250 Penalty: 4183.924805
	Iteration 12Q: 3 clusters Score -345640.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -345665.218750 Penalty: 4183.924805
	Iteration 13Q: 3 clusters Score -345665.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -345690.281250 Penalty: 4183.924805
	Iteration 14Q: 3 clusters Score -345690.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -345709.375000 Penalty: 4183.924805
	Iteration 15Q: 3 clusters Score -345709.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -345725.437500 Penalty: 4183.924805
	Iteration 16Q: 3 clusters Score -345725.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -345743.843750 Penalty: 4183.924805
	Iteration 17Q: 3 clusters Score -345743.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -345761.562500 Penalty: 4183.924805
	Iteration 18Q: 3 clusters Score -345761.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -345778.468750 Penalty: 4183.924805
	Iteration 19Q: 3 clusters Score -345778.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -345785.437500 Penalty: 4183.924805
	Iteration 20F: 3 clusters Score -345785.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -345791.000000 Penalty: 4183.924805
	Iteration 21Q: 3 clusters Score -345791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -345796.250000 Penalty: 4183.924805
	Iteration 22Q: 3 clusters Score -345796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -345799.875000 Penalty: 4183.924805
	Iteration 23Q: 3 clusters Score -345799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -345802.031250 Penalty: 4183.924805
	Iteration 24Q: 3 clusters Score -345802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -345805.968750 Penalty: 4183.924805
	Iteration 25Q: 3 clusters Score -345806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -345808.125000 Penalty: 4183.924805
	Iteration 26Q: 3 clusters Score -345808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -345810.093750 Penalty: 4183.924805
	Iteration 27Q: 3 clusters Score -345810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -345811.906250 Penalty: 4183.924805
	Iteration 28Q: 3 clusters Score -345811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -345813.843750 Penalty: 4183.924805
	Iteration 29Q: 3 clusters Score -345813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -345814.781250 Penalty: 4183.924805
	Iteration 30Q: 3 clusters Score -345814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -345816.343750 Penalty: 4183.924805
	Iteration 31Q: 3 clusters Score -345816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -345818.156250 Penalty: 4183.924805
	Iteration 32Q: 3 clusters Score -345818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -345820.750000 Penalty: 4183.924805
	Iteration 33Q: 3 clusters Score -345820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -345822.125000 Penalty: 4183.924805
	Iteration 34Q: 3 clusters Score -345822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -345822.750000 Penalty: 4183.924805
	Iteration 35Q: 3 clusters Score -345822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -345823.062500 Penalty: 4183.924805
	Iteration 36Q: 3 clusters Score -345823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -345823.062500 Penalty: 4183.924805
	Iteration 37F: 3 clusters Score -345823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9831 members 
Mstep: Class 3 contains 12540 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 9877 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 17023 members 
Mstep: Class 12 contains 8675 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 69095 members 
Mstep: Class 18 contains 10982 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 22068 members 
Mstep: Class 21 contains 8724 members 
Mstep: Class 22 contains 24785 members 
Mstep: Class 23 contains 17261 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 4607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38151892.000000 Penalty: 93856.703125
Iteration 79Q: 30 clusters Score -3.815189e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 12528 members 
Mstep: Class 4 contains 12305 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 11671 members 
Mstep: Class 11 contains 17031 members 
Mstep: Class 12 contains 8748 members 
Mstep: Class 13 contains 42409 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 68342 members 
Mstep: Class 18 contains 10990 members 
Mstep: Class 19 contains 3710 members 
Mstep: Class 20 contains 22094 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 24946 members 
Mstep: Class 23 contains 17461 members 
Mstep: Class 24 contains 8997 members 
Mstep: Class 25 contains 4645 members 
Mstep: Class 26 contains 77310 members 
Mstep: Class 27 contains 5628 members 
Mstep: Class 28 contains 12010 members 
Mstep: Class 29 contains 23006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154400.000000 Penalty: 93856.703125
Iteration 80F: 30 clusters Score -3.81544e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 12504 members 
Mstep: Class 4 contains 12306 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 8768 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 11662 members 
Mstep: Class 11 contains 17005 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 41755 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 67110 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 3688 members 
Mstep: Class 20 contains 22089 members 
Mstep: Class 21 contains 8723 members 
Mstep: Class 22 contains 24939 members 
Mstep: Class 23 contains 17617 members 
Mstep: Class 24 contains 9110 members 
Mstep: Class 25 contains 4515 members 
Mstep: Class 26 contains 78162 members 
Mstep: Class 27 contains 6371 members 
Mstep: Class 28 contains 12120 members 
Mstep: Class 29 contains 23120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38156028.000000 Penalty: 93856.703125
Iteration 81Q: 30 clusters Score -3.815603e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 12475 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 5782 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 8724 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 8832 members 
Mstep: Class 10 contains 11660 members 
Mstep: Class 11 contains 17002 members 
Mstep: Class 12 contains 8757 members 
Mstep: Class 13 contains 41133 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6136 members 
Mstep: Class 17 contains 66060 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 3665 members 
Mstep: Class 20 contains 22130 members 
Mstep: Class 21 contains 8718 members 
Mstep: Class 22 contains 24947 members 
Mstep: Class 23 contains 17799 members 
Mstep: Class 24 contains 9250 members 
Mstep: Class 25 contains 4439 members 
Mstep: Class 26 contains 78959 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 12146 members 
Mstep: Class 29 contains 23160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38157044.000000 Penalty: 93856.703125
Iteration 82Q: 30 clusters Score -3.815704e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 12288 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 8691 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 8670 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 17014 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 40487 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 4608 members 
Mstep: Class 16 contains 6129 members 
Mstep: Class 17 contains 65137 members 
Mstep: Class 18 contains 11026 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 22222 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 24965 members 
Mstep: Class 23 contains 18006 members 
Mstep: Class 24 contains 9401 members 
Mstep: Class 25 contains 4380 members 
Mstep: Class 26 contains 79796 members 
Mstep: Class 27 contains 7438 members 
Mstep: Class 28 contains 12152 members 
Mstep: Class 29 contains 23195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38157868.000000 Penalty: 93856.703125
Iteration 83Q: 30 clusters Score -3.815787e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9812 members 
Mstep: Class 3 contains 12423 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 5729 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 8679 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 8536 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 17023 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 39977 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 4609 members 
Mstep: Class 16 contains 6124 members 
Mstep: Class 17 contains 64205 members 
Mstep: Class 18 contains 11023 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 22320 members 
Mstep: Class 21 contains 8719 members 
Mstep: Class 22 contains 24963 members 
Mstep: Class 23 contains 18231 members 
Mstep: Class 24 contains 9555 members 
Mstep: Class 25 contains 4364 members 
Mstep: Class 26 contains 80634 members 
Mstep: Class 27 contains 7843 members 
Mstep: Class 28 contains 12156 members 
Mstep: Class 29 contains 23213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38158332.000000 Penalty: 93856.703125
Iteration 84Q: 30 clusters Score -3.815833e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 12407 members 
Mstep: Class 4 contains 12252 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 6349 members 
Mstep: Class 7 contains 8669 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 8420 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 17034 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 39454 members 
Mstep: Class 14 contains 3327 members 
Mstep: Class 15 contains 4609 members 
Mstep: Class 16 contains 6129 members 
Mstep: Class 17 contains 63252 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 20 contains 22404 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 24971 members 
Mstep: Class 23 contains 18510 members 
Mstep: Class 24 contains 9758 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 81467 members 
Mstep: Class 27 contains 8216 members 
Mstep: Class 28 contains 12159 members 
Mstep: Class 29 contains 23233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38159052.000000 Penalty: 93856.703125
Iteration 85Q: 30 clusters Score -3.815905e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 12386 members 
Mstep: Class 4 contains 12230 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 6505 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 9965 members 
Mstep: Class 9 contains 8342 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17048 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 38929 members 
Mstep: Class 14 contains 3327 members 
Mstep: Class 15 contains 4609 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 62310 members 
Mstep: Class 18 contains 11050 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 20 contains 22487 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 24986 members 
Mstep: Class 23 contains 18762 members 
Mstep: Class 24 contains 9972 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 82265 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 12159 members 
Mstep: Class 29 contains 23256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38159592.000000 Penalty: 93856.703125
Iteration 86Q: 30 clusters Score -3.815959e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 12377 members 
Mstep: Class 4 contains 12205 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 17062 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 13 contains 38468 members 
Mstep: Class 14 contains 3327 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 61302 members 
Mstep: Class 18 contains 11064 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 22562 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 24991 members 
Mstep: Class 23 contains 19014 members 
Mstep: Class 24 contains 10171 members 
Mstep: Class 25 contains 4325 members 
Mstep: Class 26 contains 83151 members 
Mstep: Class 27 contains 8859 members 
Mstep: Class 28 contains 12161 members 
Mstep: Class 29 contains 23275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38159968.000000 Penalty: 93856.703125
Iteration 87Q: 30 clusters Score -3.815997e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 12179 members 
Mstep: Class 5 contains 5523 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 8622 members 
Mstep: Class 8 contains 9971 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17079 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 38005 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 4611 members 
Mstep: Class 16 contains 6161 members 
Mstep: Class 17 contains 60303 members 
Mstep: Class 18 contains 11059 members 
Mstep: Class 19 contains 3665 members 
Mstep: Class 20 contains 22664 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25000 members 
Mstep: Class 23 contains 19272 members 
Mstep: Class 24 contains 10390 members 
Mstep: Class 25 contains 4313 members 
Mstep: Class 26 contains 84032 members 
Mstep: Class 27 contains 9116 members 
Mstep: Class 28 contains 12165 members 
Mstep: Class 29 contains 23288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38160376.000000 Penalty: 93856.703125
Iteration 88Q: 30 clusters Score -3.816038e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 12141 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 6840 members 
Mstep: Class 7 contains 8616 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 8180 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 13 contains 37553 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6175 members 
Mstep: Class 17 contains 59281 members 
Mstep: Class 18 contains 11050 members 
Mstep: Class 19 contains 3670 members 
Mstep: Class 20 contains 22781 members 
Mstep: Class 21 contains 8749 members 
Mstep: Class 22 contains 24999 members 
Mstep: Class 23 contains 19533 members 
Mstep: Class 24 contains 10618 members 
Mstep: Class 25 contains 4302 members 
Mstep: Class 26 contains 84958 members 
Mstep: Class 27 contains 9363 members 
Mstep: Class 28 contains 12168 members 
Mstep: Class 29 contains 23299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38161012.000000 Penalty: 93856.703125
Iteration 89Q: 30 clusters Score -3.816101e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 12093 members 
Mstep: Class 5 contains 5440 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 8616 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 8137 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 37130 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6180 members 
Mstep: Class 17 contains 58256 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 3676 members 
Mstep: Class 20 contains 22900 members 
Mstep: Class 21 contains 8757 members 
Mstep: Class 22 contains 24996 members 
Mstep: Class 23 contains 19754 members 
Mstep: Class 24 contains 10884 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 85879 members 
Mstep: Class 27 contains 9551 members 
Mstep: Class 28 contains 12170 members 
Mstep: Class 29 contains 23313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38161712.000000 Penalty: 93856.703125
Iteration 90Q: 30 clusters Score -3.816171e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 12040 members 
Mstep: Class 5 contains 5393 members 
Mstep: Class 6 contains 6978 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 9975 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 17113 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 36789 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6181 members 
Mstep: Class 17 contains 57204 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 3678 members 
Mstep: Class 20 contains 23022 members 
Mstep: Class 21 contains 8759 members 
Mstep: Class 22 contains 25000 members 
Mstep: Class 23 contains 19945 members 
Mstep: Class 24 contains 11168 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 86789 members 
Mstep: Class 27 contains 9708 members 
Mstep: Class 28 contains 12169 members 
Mstep: Class 29 contains 23324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162388.000000 Penalty: 93856.703125
Iteration 91Q: 30 clusters Score -3.816239e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 12337 members 
Mstep: Class 4 contains 11998 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 7044 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 9976 members 
Mstep: Class 9 contains 8043 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 17113 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 36462 members 
Mstep: Class 14 contains 3331 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 17 contains 56166 members 
Mstep: Class 18 contains 11046 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 23139 members 
Mstep: Class 21 contains 8769 members 
Mstep: Class 22 contains 25004 members 
Mstep: Class 23 contains 20143 members 
Mstep: Class 24 contains 11505 members 
Mstep: Class 25 contains 4267 members 
Mstep: Class 26 contains 87678 members 
Mstep: Class 27 contains 9841 members 
Mstep: Class 28 contains 12170 members 
Mstep: Class 29 contains 23332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163036.000000 Penalty: 93856.703125
Iteration 92Q: 30 clusters Score -3.816304e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 12322 members 
Mstep: Class 4 contains 11960 members 
Mstep: Class 5 contains 5286 members 
Mstep: Class 6 contains 7104 members 
Mstep: Class 7 contains 8579 members 
Mstep: Class 8 contains 9977 members 
Mstep: Class 9 contains 8003 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 17110 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 36154 members 
Mstep: Class 14 contains 3331 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 55135 members 
Mstep: Class 18 contains 11054 members 
Mstep: Class 19 contains 3689 members 
Mstep: Class 20 contains 23272 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 25006 members 
Mstep: Class 23 contains 20346 members 
Mstep: Class 24 contains 11831 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 88541 members 
Mstep: Class 27 contains 9968 members 
Mstep: Class 28 contains 12171 members 
Mstep: Class 29 contains 23332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163692.000000 Penalty: 93856.703125
Iteration 93Q: 30 clusters Score -3.816369e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 12312 members 
Mstep: Class 4 contains 11939 members 
Mstep: Class 5 contains 5220 members 
Mstep: Class 6 contains 7156 members 
Mstep: Class 7 contains 8569 members 
Mstep: Class 8 contains 9977 members 
Mstep: Class 9 contains 7980 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 17111 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 35866 members 
Mstep: Class 14 contains 3331 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 53992 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 23390 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 25018 members 
Mstep: Class 23 contains 20548 members 
Mstep: Class 24 contains 12171 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 89499 members 
Mstep: Class 27 contains 10072 members 
Mstep: Class 28 contains 12168 members 
Mstep: Class 29 contains 23337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38164448.000000 Penalty: 93856.703125
Iteration 94Q: 30 clusters Score -3.816445e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 12311 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 8560 members 
Mstep: Class 8 contains 9978 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 10 contains 11658 members 
Mstep: Class 11 contains 17113 members 
Mstep: Class 12 contains 8767 members 
Mstep: Class 13 contains 35573 members 
Mstep: Class 14 contains 3331 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6064 members 
Mstep: Class 17 contains 52855 members 
Mstep: Class 18 contains 11053 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 23507 members 
Mstep: Class 21 contains 8787 members 
Mstep: Class 22 contains 25025 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 12522 members 
Mstep: Class 25 contains 4250 members 
Mstep: Class 26 contains 90511 members 
Mstep: Class 27 contains 10147 members 
Mstep: Class 28 contains 12169 members 
Mstep: Class 29 contains 23340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38164872.000000 Penalty: 93856.703125
Iteration 95Q: 30 clusters Score -3.816487e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 12300 members 
Mstep: Class 4 contains 11868 members 
Mstep: Class 5 contains 5111 members 
Mstep: Class 6 contains 7242 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 9979 members 
Mstep: Class 9 contains 7933 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17115 members 
Mstep: Class 12 contains 8770 members 
Mstep: Class 13 contains 35330 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 6023 members 
Mstep: Class 17 contains 51639 members 
Mstep: Class 18 contains 11058 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 23619 members 
Mstep: Class 21 contains 8790 members 
Mstep: Class 22 contains 25034 members 
Mstep: Class 23 contains 20907 members 
Mstep: Class 24 contains 12886 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 91546 members 
Mstep: Class 27 contains 10212 members 
Mstep: Class 28 contains 12172 members 
Mstep: Class 29 contains 23340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38165644.000000 Penalty: 93856.703125
Iteration 96Q: 30 clusters Score -3.816564e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 12296 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 7284 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 9979 members 
Mstep: Class 9 contains 7934 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17116 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 35098 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 5979 members 
Mstep: Class 17 contains 50484 members 
Mstep: Class 18 contains 11062 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 23730 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 25043 members 
Mstep: Class 23 contains 21073 members 
Mstep: Class 24 contains 13238 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 92514 members 
Mstep: Class 27 contains 10283 members 
Mstep: Class 28 contains 12173 members 
Mstep: Class 29 contains 23347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38166360.000000 Penalty: 93856.703125
Iteration 97Q: 30 clusters Score -3.816636e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 12299 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 7322 members 
Mstep: Class 7 contains 8496 members 
Mstep: Class 8 contains 9979 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17121 members 
Mstep: Class 12 contains 8781 members 
Mstep: Class 13 contains 34868 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 5933 members 
Mstep: Class 17 contains 49376 members 
Mstep: Class 18 contains 11066 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 23836 members 
Mstep: Class 21 contains 8803 members 
Mstep: Class 22 contains 25042 members 
Mstep: Class 23 contains 21222 members 
Mstep: Class 24 contains 13582 members 
Mstep: Class 25 contains 4223 members 
Mstep: Class 26 contains 93461 members 
Mstep: Class 27 contains 10326 members 
Mstep: Class 28 contains 12174 members 
Mstep: Class 29 contains 23345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38166944.000000 Penalty: 93856.703125
Iteration 98Q: 30 clusters Score -3.816694e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 12297 members 
Mstep: Class 4 contains 11710 members 
Mstep: Class 5 contains 5004 members 
Mstep: Class 6 contains 7350 members 
Mstep: Class 7 contains 8482 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 7947 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 17128 members 
Mstep: Class 12 contains 8783 members 
Mstep: Class 13 contains 34671 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 5869 members 
Mstep: Class 17 contains 48338 members 
Mstep: Class 18 contains 11061 members 
Mstep: Class 19 contains 3699 members 
Mstep: Class 20 contains 23934 members 
Mstep: Class 21 contains 8813 members 
Mstep: Class 22 contains 25038 members 
Mstep: Class 23 contains 21361 members 
Mstep: Class 24 contains 13932 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 94310 members 
Mstep: Class 27 contains 10351 members 
Mstep: Class 28 contains 12174 members 
Mstep: Class 29 contains 23340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38167476.000000 Penalty: 93856.703125
Iteration 99Q: 30 clusters Score -3.816748e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 12294 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 4984 members 
Mstep: Class 6 contains 7358 members 
Mstep: Class 7 contains 8478 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 7969 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17134 members 
Mstep: Class 12 contains 8783 members 
Mstep: Class 13 contains 34493 members 
Mstep: Class 14 contains 3334 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 47334 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 24013 members 
Mstep: Class 21 contains 8824 members 
Mstep: Class 22 contains 25035 members 
Mstep: Class 23 contains 21479 members 
Mstep: Class 24 contains 14261 members 
Mstep: Class 25 contains 4210 members 
Mstep: Class 26 contains 95154 members 
Mstep: Class 27 contains 10376 members 
Mstep: Class 28 contains 12173 members 
Mstep: Class 29 contains 23341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168072.000000 Penalty: 93856.703125
Iteration 100F: 30 clusters Score -3.816807e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 12293 members 
Mstep: Class 4 contains 11631 members 
Mstep: Class 5 contains 4954 members 
Mstep: Class 6 contains 7367 members 
Mstep: Class 7 contains 8475 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 7982 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17135 members 
Mstep: Class 12 contains 8784 members 
Mstep: Class 13 contains 34198 members 
Mstep: Class 14 contains 3334 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 46398 members 
Mstep: Class 18 contains 11051 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 24089 members 
Mstep: Class 21 contains 8828 members 
Mstep: Class 22 contains 25033 members 
Mstep: Class 23 contains 21583 members 
Mstep: Class 24 contains 14574 members 
Mstep: Class 25 contains 4198 members 
Mstep: Class 26 contains 95926 members 
Mstep: Class 27 contains 10548 members 
Mstep: Class 28 contains 12173 members 
Mstep: Class 29 contains 23337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168488.000000 Penalty: 93856.703125
Iteration 101Q: 30 clusters Score -3.816849e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12302 members 
Mstep: Class 4 contains 11594 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 8462 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 7992 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17143 members 
Mstep: Class 12 contains 8784 members 
Mstep: Class 13 contains 33928 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 5709 members 
Mstep: Class 17 contains 45547 members 
Mstep: Class 18 contains 11043 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 24174 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 25035 members 
Mstep: Class 23 contains 21666 members 
Mstep: Class 24 contains 14886 members 
Mstep: Class 25 contains 4204 members 
Mstep: Class 26 contains 96611 members 
Mstep: Class 27 contains 10685 members 
Mstep: Class 28 contains 12172 members 
Mstep: Class 29 contains 23340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168816.000000 Penalty: 93856.703125
Iteration 102Q: 30 clusters Score -3.816882e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12304 members 
Mstep: Class 4 contains 11554 members 
Mstep: Class 5 contains 4873 members 
Mstep: Class 6 contains 7393 members 
Mstep: Class 7 contains 8457 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17145 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 33674 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 5656 members 
Mstep: Class 17 contains 44801 members 
Mstep: Class 18 contains 11039 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 24248 members 
Mstep: Class 21 contains 8837 members 
Mstep: Class 22 contains 25040 members 
Mstep: Class 23 contains 21749 members 
Mstep: Class 24 contains 15196 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 97206 members 
Mstep: Class 27 contains 10810 members 
Mstep: Class 28 contains 12175 members 
Mstep: Class 29 contains 23352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169312.000000 Penalty: 93856.703125
Iteration 103Q: 30 clusters Score -3.816931e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12302 members 
Mstep: Class 4 contains 11514 members 
Mstep: Class 5 contains 4851 members 
Mstep: Class 6 contains 7410 members 
Mstep: Class 7 contains 8454 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 7988 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17147 members 
Mstep: Class 12 contains 8792 members 
Mstep: Class 13 contains 33377 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 44166 members 
Mstep: Class 18 contains 11038 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 24322 members 
Mstep: Class 21 contains 8844 members 
Mstep: Class 22 contains 25038 members 
Mstep: Class 23 contains 21827 members 
Mstep: Class 24 contains 15442 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 97802 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 12177 members 
Mstep: Class 29 contains 23354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169768.000000 Penalty: 93856.703125
Iteration 104Q: 30 clusters Score -3.816977e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12307 members 
Mstep: Class 4 contains 11476 members 
Mstep: Class 5 contains 4848 members 
Mstep: Class 6 contains 7416 members 
Mstep: Class 7 contains 8441 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 7973 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17147 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 33091 members 
Mstep: Class 14 contains 3340 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 43600 members 
Mstep: Class 18 contains 11049 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 24391 members 
Mstep: Class 21 contains 8852 members 
Mstep: Class 22 contains 25033 members 
Mstep: Class 23 contains 21896 members 
Mstep: Class 24 contains 15651 members 
Mstep: Class 25 contains 4206 members 
Mstep: Class 26 contains 98348 members 
Mstep: Class 27 contains 11029 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 23359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169876.000000 Penalty: 93856.703125
Iteration 105Q: 30 clusters Score -3.816988e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12296 members 
Mstep: Class 4 contains 11446 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 7419 members 
Mstep: Class 7 contains 8434 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 7961 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 17152 members 
Mstep: Class 12 contains 8790 members 
Mstep: Class 13 contains 32838 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 43073 members 
Mstep: Class 18 contains 11043 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 24465 members 
Mstep: Class 21 contains 8870 members 
Mstep: Class 22 contains 25030 members 
Mstep: Class 23 contains 21965 members 
Mstep: Class 24 contains 15829 members 
Mstep: Class 25 contains 4210 members 
Mstep: Class 26 contains 98874 members 
Mstep: Class 27 contains 11118 members 
Mstep: Class 28 contains 12177 members 
Mstep: Class 29 contains 23373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170152.000000 Penalty: 93856.703125
Iteration 106Q: 30 clusters Score -3.817015e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12278 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 7419 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 9983 members 
Mstep: Class 9 contains 7956 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 17147 members 
Mstep: Class 12 contains 8790 members 
Mstep: Class 13 contains 32628 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 42599 members 
Mstep: Class 18 contains 11050 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 24529 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 25029 members 
Mstep: Class 23 contains 22021 members 
Mstep: Class 24 contains 15984 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 99339 members 
Mstep: Class 27 contains 11200 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 23378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170272.000000 Penalty: 93856.703125
Iteration 107Q: 30 clusters Score -3.817027e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12260 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 7419 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 9983 members 
Mstep: Class 9 contains 7952 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 17153 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 32441 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 5425 members 
Mstep: Class 17 contains 42165 members 
Mstep: Class 18 contains 11051 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 24584 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 25027 members 
Mstep: Class 23 contains 22064 members 
Mstep: Class 24 contains 16085 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 99799 members 
Mstep: Class 27 contains 11277 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 23389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170304.000000 Penalty: 93856.703125
Iteration 108Q: 30 clusters Score -3.81703e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 7411 members 
Mstep: Class 7 contains 8403 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 17153 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 32280 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 5378 members 
Mstep: Class 17 contains 41799 members 
Mstep: Class 18 contains 11053 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 24643 members 
Mstep: Class 21 contains 8895 members 
Mstep: Class 22 contains 25028 members 
Mstep: Class 23 contains 22107 members 
Mstep: Class 24 contains 16174 members 
Mstep: Class 25 contains 4251 members 
Mstep: Class 26 contains 100193 members 
Mstep: Class 27 contains 11361 members 
Mstep: Class 28 contains 12179 members 
Mstep: Class 29 contains 23390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170472.000000 Penalty: 93856.703125
Iteration 109Q: 30 clusters Score -3.817047e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 12237 members 
Mstep: Class 4 contains 11350 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 7407 members 
Mstep: Class 7 contains 8392 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 7959 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 17157 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 32139 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 5321 members 
Mstep: Class 17 contains 41500 members 
Mstep: Class 18 contains 11063 members 
Mstep: Class 19 contains 3698 members 
Mstep: Class 20 contains 24699 members 
Mstep: Class 21 contains 8897 members 
Mstep: Class 22 contains 25023 members 
Mstep: Class 23 contains 22138 members 
Mstep: Class 24 contains 16246 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 100505 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 12179 members 
Mstep: Class 29 contains 23393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170584.000000 Penalty: 93856.703125
Iteration 110Q: 30 clusters Score -3.817058e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 12255 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 4749 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 8379 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17160 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 31993 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 5263 members 
Mstep: Class 17 contains 41229 members 
Mstep: Class 18 contains 11077 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 24747 members 
Mstep: Class 21 contains 8902 members 
Mstep: Class 22 contains 25022 members 
Mstep: Class 23 contains 22163 members 
Mstep: Class 24 contains 16297 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 100778 members 
Mstep: Class 27 contains 11511 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170696.000000 Penalty: 93856.703125
Iteration 111Q: 30 clusters Score -3.81707e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 12260 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 4720 members 
Mstep: Class 6 contains 7406 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 7985 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17160 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 31868 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 40982 members 
Mstep: Class 18 contains 11092 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 24793 members 
Mstep: Class 21 contains 8902 members 
Mstep: Class 22 contains 25023 members 
Mstep: Class 23 contains 22190 members 
Mstep: Class 24 contains 16354 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 101034 members 
Mstep: Class 27 contains 11596 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170768.000000 Penalty: 93856.703125
Iteration 112Q: 30 clusters Score -3.817077e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 12269 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 7404 members 
Mstep: Class 7 contains 8348 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 7993 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17159 members 
Mstep: Class 12 contains 8793 members 
Mstep: Class 13 contains 31764 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 40729 members 
Mstep: Class 18 contains 11107 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 24840 members 
Mstep: Class 21 contains 8905 members 
Mstep: Class 22 contains 25027 members 
Mstep: Class 23 contains 22217 members 
Mstep: Class 24 contains 16387 members 
Mstep: Class 25 contains 4270 members 
Mstep: Class 26 contains 101316 members 
Mstep: Class 27 contains 11668 members 
Mstep: Class 28 contains 12179 members 
Mstep: Class 29 contains 23405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170920.000000 Penalty: 93856.703125
Iteration 113Q: 30 clusters Score -3.817092e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 12264 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 4681 members 
Mstep: Class 6 contains 7396 members 
Mstep: Class 7 contains 8332 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 8016 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17163 members 
Mstep: Class 12 contains 8793 members 
Mstep: Class 13 contains 31665 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 5091 members 
Mstep: Class 17 contains 40541 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 24891 members 
Mstep: Class 21 contains 8903 members 
Mstep: Class 22 contains 25027 members 
Mstep: Class 23 contains 22247 members 
Mstep: Class 24 contains 16416 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 101553 members 
Mstep: Class 27 contains 11717 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 23406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171004.000000 Penalty: 93856.703125
Iteration 114Q: 30 clusters Score -3.8171e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12273 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 7392 members 
Mstep: Class 7 contains 8312 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 8023 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17160 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 31547 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 5051 members 
Mstep: Class 17 contains 40380 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 24938 members 
Mstep: Class 21 contains 8904 members 
Mstep: Class 22 contains 25034 members 
Mstep: Class 23 contains 22274 members 
Mstep: Class 24 contains 16440 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 101759 members 
Mstep: Class 27 contains 11770 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 23409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171028.000000 Penalty: 93856.703125
Iteration 115Q: 30 clusters Score -3.817103e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12291 members 
Mstep: Class 4 contains 11259 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 7394 members 
Mstep: Class 7 contains 8300 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 8033 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17159 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 31449 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 5004 members 
Mstep: Class 17 contains 40248 members 
Mstep: Class 18 contains 11144 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 24970 members 
Mstep: Class 21 contains 8905 members 
Mstep: Class 22 contains 25030 members 
Mstep: Class 23 contains 22304 members 
Mstep: Class 24 contains 16453 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 101942 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 23410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171092.000000 Penalty: 93856.703125
Iteration 116Q: 30 clusters Score -3.817109e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12310 members 
Mstep: Class 4 contains 11244 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 7392 members 
Mstep: Class 7 contains 8290 members 
Mstep: Class 8 contains 9985 members 
Mstep: Class 9 contains 8049 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17153 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 31368 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 4954 members 
Mstep: Class 17 contains 40136 members 
Mstep: Class 18 contains 11157 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 24996 members 
Mstep: Class 21 contains 8911 members 
Mstep: Class 22 contains 25031 members 
Mstep: Class 23 contains 22329 members 
Mstep: Class 24 contains 16459 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 102100 members 
Mstep: Class 27 contains 11853 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 23412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171168.000000 Penalty: 93856.703125
Iteration 117Q: 30 clusters Score -3.817117e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 11227 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 6 contains 7391 members 
Mstep: Class 7 contains 8282 members 
Mstep: Class 8 contains 9986 members 
Mstep: Class 9 contains 8054 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17148 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 31299 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 4915 members 
Mstep: Class 17 contains 40043 members 
Mstep: Class 18 contains 11178 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 25014 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 25035 members 
Mstep: Class 23 contains 22353 members 
Mstep: Class 24 contains 16458 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 102224 members 
Mstep: Class 27 contains 11901 members 
Mstep: Class 28 contains 12177 members 
Mstep: Class 29 contains 23411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171204.000000 Penalty: 93856.703125
Iteration 118Q: 30 clusters Score -3.81712e+07 nChanged 518
Entering ConstructFrom: 
Score: -38171204.000000 Penalty: 93856.703125
Entering ConstructFrom: 
Trying to split cluster 1 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -423399.781250 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -423399.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -418878.156250 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -418878.2 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -419963.812500 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -419963.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -420162.093750 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -420162.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -420290.062500 Penalty: 4224.527832
	Iteration 3Q: 3 clusters Score -420290.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -420399.812500 Penalty: 4224.527832
	Iteration 4Q: 3 clusters Score -420399.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -420488.750000 Penalty: 4224.527832
	Iteration 5Q: 3 clusters Score -420488.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -420549.062500 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -420549.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -420585.906250 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -420585.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -420621.156250 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -420621.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -420651.000000 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -420651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -420676.562500 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -420676.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -420705.593750 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -420705.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -420736.875000 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -420736.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -420764.750000 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -420764.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -420791.218750 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -420791.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -420823.343750 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -420823.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -420846.000000 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -420846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -420868.625000 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -420868.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -420889.968750 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -420890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -420911.062500 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -420911.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -420930.968750 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -420931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -420946.500000 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -420946.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -420960.187500 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -420960.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -420975.750000 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -420975.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -420991.156250 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -420991.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -421007.062500 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -421007.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -421016.593750 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -421016.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -421027.500000 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -421027.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -421037.812500 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -421037.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -421050.187500 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -421050.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -421065.187500 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -421065.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -421077.281250 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -421077.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -421084.937500 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -421084.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -421092.093750 Penalty: 4224.527832
	Iteration 33Q: 3 clusters Score -421092.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -421099.906250 Penalty: 4224.527832
	Iteration 34Q: 3 clusters Score -421099.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -421112.125000 Penalty: 4224.527832
	Iteration 35Q: 3 clusters Score -421112.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -421123.093750 Penalty: 4224.527832
	Iteration 36Q: 3 clusters Score -421123.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -421132.593750 Penalty: 4224.527832
	Iteration 37Q: 3 clusters Score -421132.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -421144.468750 Penalty: 4224.527832
	Iteration 38Q: 3 clusters Score -421144.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -421155.375000 Penalty: 4224.527832
	Iteration 39Q: 3 clusters Score -421155.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -421165.375000 Penalty: 4224.527832
	Iteration 40F: 3 clusters Score -421165.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -421173.625000 Penalty: 4224.527832
	Iteration 41Q: 3 clusters Score -421173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -421180.312500 Penalty: 4224.527832
	Iteration 42Q: 3 clusters Score -421180.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -421185.125000 Penalty: 4224.527832
	Iteration 43Q: 3 clusters Score -421185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -421188.968750 Penalty: 4224.527832
	Iteration 44Q: 3 clusters Score -421189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -421191.750000 Penalty: 4224.527832
	Iteration 45Q: 3 clusters Score -421191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -421194.312500 Penalty: 4224.527832
	Iteration 46Q: 3 clusters Score -421194.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -421198.593750 Penalty: 4224.527832
	Iteration 47Q: 3 clusters Score -421198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -421200.250000 Penalty: 4224.527832
	Iteration 48Q: 3 clusters Score -421200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -421202.812500 Penalty: 4224.527832
	Iteration 49Q: 3 clusters Score -421202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -421204.250000 Penalty: 4224.527832
	Iteration 50Q: 3 clusters Score -421204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -421206.406250 Penalty: 4224.527832
	Iteration 51Q: 3 clusters Score -421206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -421207.718750 Penalty: 4224.527832
	Iteration 52Q: 3 clusters Score -421207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -421211.500000 Penalty: 4224.527832
	Iteration 53Q: 3 clusters Score -421211.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -421214.437500 Penalty: 4224.527832
	Iteration 54Q: 3 clusters Score -421214.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -421218.406250 Penalty: 4224.527832
	Iteration 55Q: 3 clusters Score -421218.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -421221.468750 Penalty: 4224.527832
	Iteration 56Q: 3 clusters Score -421221.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -421221.968750 Penalty: 4224.527832
	Iteration 57Q: 3 clusters Score -421222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -421222.718750 Penalty: 4224.527832
	Iteration 58Q: 3 clusters Score -421222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -421223.781250 Penalty: 4224.527832
	Iteration 59Q: 3 clusters Score -421223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -421224.718750 Penalty: 4224.527832
	Iteration 60F: 3 clusters Score -421224.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -421227.812500 Penalty: 4224.527832
	Iteration 61Q: 3 clusters Score -421227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -421230.218750 Penalty: 4224.527832
	Iteration 62Q: 3 clusters Score -421230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -421231.625000 Penalty: 4224.527832
	Iteration 63Q: 3 clusters Score -421231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -421232.218750 Penalty: 4224.527832
	Iteration 64Q: 3 clusters Score -421232.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -421233.781250 Penalty: 4224.527832
	Iteration 65Q: 3 clusters Score -421233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -421233.468750 Penalty: 4224.527832
	Iteration 66Q: 3 clusters Score -421233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -421234.156250 Penalty: 4224.527832
	Iteration 67Q: 3 clusters Score -421234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -421234.187500 Penalty: 4224.527832
	Iteration 68Q: 3 clusters Score -421234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -421234.875000 Penalty: 4224.527832
	Iteration 69Q: 3 clusters Score -421234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -421235.687500 Penalty: 4224.527832
	Iteration 70Q: 3 clusters Score -421235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -421236.656250 Penalty: 4224.527832
	Iteration 71Q: 3 clusters Score -421236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -421238.406250 Penalty: 4224.527832
	Iteration 72Q: 3 clusters Score -421238.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -421241.875000 Penalty: 4224.527832
	Iteration 73Q: 3 clusters Score -421241.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -421245.093750 Penalty: 4224.527832
	Iteration 74Q: 3 clusters Score -421245.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -421247.843750 Penalty: 4224.527832
	Iteration 75Q: 3 clusters Score -421247.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -421251.218750 Penalty: 4224.527832
	Iteration 76Q: 3 clusters Score -421251.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -421256.312500 Penalty: 4224.527832
	Iteration 77Q: 3 clusters Score -421256.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -421259.906250 Penalty: 4224.527832
	Iteration 78Q: 3 clusters Score -421259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -421260.875000 Penalty: 4224.527832
	Iteration 79Q: 3 clusters Score -421260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -421263.031250 Penalty: 4224.527832
	Iteration 80F: 3 clusters Score -421263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -421265.500000 Penalty: 4224.527832
	Iteration 81Q: 3 clusters Score -421265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -421268.718750 Penalty: 4224.527832
	Iteration 82Q: 3 clusters Score -421268.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -421271.156250 Penalty: 4224.527832
	Iteration 83Q: 3 clusters Score -421271.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -421276.312500 Penalty: 4224.527832
	Iteration 84Q: 3 clusters Score -421276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -421279.437500 Penalty: 4224.527832
	Iteration 85Q: 3 clusters Score -421279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -421283.187500 Penalty: 4224.527832
	Iteration 86Q: 3 clusters Score -421283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -421285.375000 Penalty: 4224.527832
	Iteration 87Q: 3 clusters Score -421285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -421288.656250 Penalty: 4224.527832
	Iteration 88Q: 3 clusters Score -421288.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -421290.343750 Penalty: 4224.527832
	Iteration 89Q: 3 clusters Score -421290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -421292.406250 Penalty: 4224.527832
	Iteration 90Q: 3 clusters Score -421292.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -421294.281250 Penalty: 4224.527832
	Iteration 91Q: 3 clusters Score -421294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -421294.281250 Penalty: 4224.527832
	Iteration 92Q: 3 clusters Score -421294.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -421296.437500 Penalty: 4224.527832
	Iteration 93Q: 3 clusters Score -421296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -421298.187500 Penalty: 4224.527832
	Iteration 94Q: 3 clusters Score -421298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -421299.218750 Penalty: 4224.527832
	Iteration 95Q: 3 clusters Score -421299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -421300.187500 Penalty: 4224.527832
	Iteration 96Q: 3 clusters Score -421300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -421300.875000 Penalty: 4224.527832
	Iteration 97Q: 3 clusters Score -421300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -421301.593750 Penalty: 4224.527832
	Iteration 98Q: 3 clusters Score -421301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -421302.687500 Penalty: 4224.527832
	Iteration 99Q: 3 clusters Score -421302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -421301.750000 Penalty: 4224.527832
	Iteration 100F: 3 clusters Score -421301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -421302.156250 Penalty: 4224.527832
	Iteration 101Q: 3 clusters Score -421302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -421302.750000 Penalty: 4224.527832
	Iteration 102Q: 3 clusters Score -421302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -421303.468750 Penalty: 4224.527832
	Iteration 103Q: 3 clusters Score -421303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -421304.000000 Penalty: 4224.527832
	Iteration 104Q: 3 clusters Score -421304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -421305.843750 Penalty: 4224.527832
	Iteration 105Q: 3 clusters Score -421305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -421306.187500 Penalty: 4224.527832
	Iteration 106Q: 3 clusters Score -421306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -421306.625000 Penalty: 4224.527832
	Iteration 107Q: 3 clusters Score -421306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -421308.125000 Penalty: 4224.527832
	Iteration 108Q: 3 clusters Score -421308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -421308.562500 Penalty: 4224.527832
	Iteration 109Q: 3 clusters Score -421308.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -421310.562500 Penalty: 4224.527832
	Iteration 110Q: 3 clusters Score -421310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -421310.937500 Penalty: 4224.527832
	Iteration 111Q: 3 clusters Score -421310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -421311.468750 Penalty: 4224.527832
	Iteration 112Q: 3 clusters Score -421311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -421315.000000 Penalty: 4224.527832
	Iteration 113Q: 3 clusters Score -421315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -421315.843750 Penalty: 4224.527832
	Iteration 114Q: 3 clusters Score -421315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -421317.687500 Penalty: 4224.527832
	Iteration 115Q: 3 clusters Score -421317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -421318.156250 Penalty: 4224.527832
	Iteration 116Q: 3 clusters Score -421318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -421318.000000 Penalty: 4224.527832
	Iteration 117Q: 3 clusters Score -421318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -421318.000000 Penalty: 4224.527832
	Iteration 118F: 3 clusters Score -421318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Entering Unmasked Estep 
Score: -848280.187500 Penalty: 2279.052979
	Iteration 0F: 2 clusters Score -848280.2 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 4932 members 
Entering Unmasked Estep 
Score: -840812.500000 Penalty: 4558.105957
	Iteration 0F: 3 clusters Score -840812.5 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -842871.687500 Penalty: 4558.105957
	Iteration 1F: 3 clusters Score -842871.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -843209.250000 Penalty: 4558.105957
	Iteration 2F: 3 clusters Score -843209.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -843483.937500 Penalty: 4558.105957
	Iteration 3F: 3 clusters Score -843483.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -843690.250000 Penalty: 4558.105957
	Iteration 4Q: 3 clusters Score -843690.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -843895.812500 Penalty: 4558.105957
	Iteration 5Q: 3 clusters Score -843895.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -844086.750000 Penalty: 4558.105957
	Iteration 6Q: 3 clusters Score -844086.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -844315.812500 Penalty: 4558.105957
	Iteration 7Q: 3 clusters Score -844315.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -844563.625000 Penalty: 4558.105957
	Iteration 8Q: 3 clusters Score -844563.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -844861.500000 Penalty: 4558.105957
	Iteration 9Q: 3 clusters Score -844861.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -845158.375000 Penalty: 4558.105957
	Iteration 10Q: 3 clusters Score -845158.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -845444.125000 Penalty: 4558.105957
	Iteration 11Q: 3 clusters Score -845444.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -845665.312500 Penalty: 4558.105957
	Iteration 12Q: 3 clusters Score -845665.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -845828.562500 Penalty: 4558.105957
	Iteration 13Q: 3 clusters Score -845828.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -845940.812500 Penalty: 4558.105957
	Iteration 14Q: 3 clusters Score -845940.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -846015.500000 Penalty: 4558.105957
	Iteration 15Q: 3 clusters Score -846015.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -846078.437500 Penalty: 4558.105957
	Iteration 16Q: 3 clusters Score -846078.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -846122.250000 Penalty: 4558.105957
	Iteration 17Q: 3 clusters Score -846122.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -846156.750000 Penalty: 4558.105957
	Iteration 18Q: 3 clusters Score -846156.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -846180.312500 Penalty: 4558.105957
	Iteration 19Q: 3 clusters Score -846180.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -846201.125000 Penalty: 4558.105957
	Iteration 20F: 3 clusters Score -846201.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -846214.812500 Penalty: 4558.105957
	Iteration 21Q: 3 clusters Score -846214.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -846228.750000 Penalty: 4558.105957
	Iteration 22Q: 3 clusters Score -846228.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -846238.625000 Penalty: 4558.105957
	Iteration 23Q: 3 clusters Score -846238.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -846252.250000 Penalty: 4558.105957
	Iteration 24Q: 3 clusters Score -846252.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -846262.250000 Penalty: 4558.105957
	Iteration 25Q: 3 clusters Score -846262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -846270.937500 Penalty: 4558.105957
	Iteration 26Q: 3 clusters Score -846270.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -846277.312500 Penalty: 4558.105957
	Iteration 27Q: 3 clusters Score -846277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -846286.187500 Penalty: 4558.105957
	Iteration 28Q: 3 clusters Score -846286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -846297.000000 Penalty: 4558.105957
	Iteration 29Q: 3 clusters Score -846297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -846309.062500 Penalty: 4558.105957
	Iteration 30Q: 3 clusters Score -846309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -846315.875000 Penalty: 4558.105957
	Iteration 31Q: 3 clusters Score -846315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -846319.062500 Penalty: 4558.105957
	Iteration 32Q: 3 clusters Score -846319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -846320.000000 Penalty: 4558.105957
	Iteration 33Q: 3 clusters Score -846320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -846323.000000 Penalty: 4558.105957
	Iteration 34Q: 3 clusters Score -846323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -846327.750000 Penalty: 4558.105957
	Iteration 35Q: 3 clusters Score -846327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -846328.062500 Penalty: 4558.105957
	Iteration 36Q: 3 clusters Score -846328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -846328.062500 Penalty: 4558.105957
	Iteration 37F: 3 clusters Score -846328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Entering Unmasked Estep 
Score: -1020370.687500 Penalty: 2336.389404
	Iteration 0F: 2 clusters Score -1020371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1011277.437500 Penalty: 4672.778809
	Iteration 0F: 3 clusters Score -1011277 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1014147.437500 Penalty: 4672.778809
	Iteration 1F: 3 clusters Score -1014147 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1014594.812500 Penalty: 4672.778809
	Iteration 2F: 3 clusters Score -1014595 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1015032.500000 Penalty: 4672.778809
	Iteration 3F: 3 clusters Score -1015032 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1015485.250000 Penalty: 4672.778809
	Iteration 4F: 3 clusters Score -1015485 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1015985.625000 Penalty: 4672.778809
	Iteration 5F: 3 clusters Score -1015986 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1016479.812500 Penalty: 4672.778809
	Iteration 6F: 3 clusters Score -1016480 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1016891.187500 Penalty: 4672.778809
	Iteration 7F: 3 clusters Score -1016891 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1017257.437500 Penalty: 4672.778809
	Iteration 8Q: 3 clusters Score -1017257 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1017589.062500 Penalty: 4672.778809
	Iteration 9Q: 3 clusters Score -1017589 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1017829.125000 Penalty: 4672.778809
	Iteration 10Q: 3 clusters Score -1017829 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1017988.500000 Penalty: 4672.778809
	Iteration 11Q: 3 clusters Score -1017988 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1018097.625000 Penalty: 4672.778809
	Iteration 12Q: 3 clusters Score -1018098 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1018176.937500 Penalty: 4672.778809
	Iteration 13Q: 3 clusters Score -1018177 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1018228.875000 Penalty: 4672.778809
	Iteration 14Q: 3 clusters Score -1018229 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1018267.437500 Penalty: 4672.778809
	Iteration 15Q: 3 clusters Score -1018267 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1018303.250000 Penalty: 4672.778809
	Iteration 16Q: 3 clusters Score -1018303 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1018334.875000 Penalty: 4672.778809
	Iteration 17Q: 3 clusters Score -1018335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1018361.312500 Penalty: 4672.778809
	Iteration 18Q: 3 clusters Score -1018361 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1018393.562500 Penalty: 4672.778809
	Iteration 19Q: 3 clusters Score -1018394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1018420.500000 Penalty: 4672.778809
	Iteration 20F: 3 clusters Score -1018420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1018435.812500 Penalty: 4672.778809
	Iteration 21Q: 3 clusters Score -1018436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1018451.250000 Penalty: 4672.778809
	Iteration 22Q: 3 clusters Score -1018451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1018468.750000 Penalty: 4672.778809
	Iteration 23Q: 3 clusters Score -1018469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1018491.750000 Penalty: 4672.778809
	Iteration 24Q: 3 clusters Score -1018492 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1018524.937500 Penalty: 4672.778809
	Iteration 25Q: 3 clusters Score -1018525 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1018560.187500 Penalty: 4672.778809
	Iteration 26Q: 3 clusters Score -1018560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1018586.562500 Penalty: 4672.778809
	Iteration 27Q: 3 clusters Score -1018587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1018611.187500 Penalty: 4672.778809
	Iteration 28Q: 3 clusters Score -1018611 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1018636.875000 Penalty: 4672.778809
	Iteration 29Q: 3 clusters Score -1018637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1018668.000000 Penalty: 4672.778809
	Iteration 30Q: 3 clusters Score -1018668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1018691.187500 Penalty: 4672.778809
	Iteration 31Q: 3 clusters Score -1018691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1018715.437500 Penalty: 4672.778809
	Iteration 32Q: 3 clusters Score -1018715 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1018740.687500 Penalty: 4672.778809
	Iteration 33Q: 3 clusters Score -1018741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1018762.500000 Penalty: 4672.778809
	Iteration 34Q: 3 clusters Score -1018762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1018777.875000 Penalty: 4672.778809
	Iteration 35Q: 3 clusters Score -1018778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1018794.562500 Penalty: 4672.778809
	Iteration 36Q: 3 clusters Score -1018795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1018807.562500 Penalty: 4672.778809
	Iteration 37Q: 3 clusters Score -1018808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1018818.437500 Penalty: 4672.778809
	Iteration 38Q: 3 clusters Score -1018818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1018824.437500 Penalty: 4672.778809
	Iteration 39Q: 3 clusters Score -1018824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1018838.000000 Penalty: 4672.778809
	Iteration 40F: 3 clusters Score -1018838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1018842.250000 Penalty: 4672.778809
	Iteration 41Q: 3 clusters Score -1018842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1018848.687500 Penalty: 4672.778809
	Iteration 42Q: 3 clusters Score -1018849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1018856.000000 Penalty: 4672.778809
	Iteration 43Q: 3 clusters Score -1018856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1018862.000000 Penalty: 4672.778809
	Iteration 44Q: 3 clusters Score -1018862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1018867.062500 Penalty: 4672.778809
	Iteration 45Q: 3 clusters Score -1018867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1018875.062500 Penalty: 4672.778809
	Iteration 46Q: 3 clusters Score -1018875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1018881.250000 Penalty: 4672.778809
	Iteration 47Q: 3 clusters Score -1018881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1018888.062500 Penalty: 4672.778809
	Iteration 48Q: 3 clusters Score -1018888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1018893.437500 Penalty: 4672.778809
	Iteration 49Q: 3 clusters Score -1018893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1018893.562500 Penalty: 4672.778809
	Iteration 50Q: 3 clusters Score -1018894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1018900.937500 Penalty: 4672.778809
	Iteration 51Q: 3 clusters Score -1018901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1018905.312500 Penalty: 4672.778809
	Iteration 52Q: 3 clusters Score -1018905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1018908.562500 Penalty: 4672.778809
	Iteration 53Q: 3 clusters Score -1018909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1018909.812500 Penalty: 4672.778809
	Iteration 54Q: 3 clusters Score -1018910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1018913.312500 Penalty: 4672.778809
	Iteration 55Q: 3 clusters Score -1018913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1018917.562500 Penalty: 4672.778809
	Iteration 56Q: 3 clusters Score -1018918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1018916.875000 Penalty: 4672.778809
	Iteration 57Q: 3 clusters Score -1018917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1018920.000000 Penalty: 4672.778809
	Iteration 58Q: 3 clusters Score -1018920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1018917.937500 Penalty: 4672.778809
	Iteration 59Q: 3 clusters Score -1018918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1018919.687500 Penalty: 4672.778809
	Iteration 60F: 3 clusters Score -1018920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1018919.875000 Penalty: 4672.778809
	Iteration 61Q: 3 clusters Score -1018920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1018921.375000 Penalty: 4672.778809
	Iteration 62Q: 3 clusters Score -1018921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1018920.312500 Penalty: 4672.778809
	Iteration 63Q: 3 clusters Score -1018920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1018918.750000 Penalty: 4672.778809
	Iteration 64Q: 3 clusters Score -1018919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1018919.625000 Penalty: 4672.778809
	Iteration 65Q: 3 clusters Score -1018920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1018922.875000 Penalty: 4672.778809
	Iteration 66Q: 3 clusters Score -1018923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1018921.937500 Penalty: 4672.778809
	Iteration 67Q: 3 clusters Score -1018922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1018921.937500 Penalty: 4672.778809
	Iteration 68F: 3 clusters Score -1018922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Entering Unmasked Estep 
Score: -883874.187500 Penalty: 2312.535400
	Iteration 0F: 2 clusters Score -883874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -875491.500000 Penalty: 4625.070801
	Iteration 0F: 3 clusters Score -875491.5 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -878421.437500 Penalty: 4625.070801
	Iteration 1F: 3 clusters Score -878421.4 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -879240.750000 Penalty: 4625.070801
	Iteration 2F: 3 clusters Score -879240.8 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -880078.625000 Penalty: 4625.070801
	Iteration 3F: 3 clusters Score -880078.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -880872.437500 Penalty: 4625.070801
	Iteration 4F: 3 clusters Score -880872.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -881462.750000 Penalty: 4625.070801
	Iteration 5F: 3 clusters Score -881462.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -881851.250000 Penalty: 4625.070801
	Iteration 6Q: 3 clusters Score -881851.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -882128.500000 Penalty: 4625.070801
	Iteration 7Q: 3 clusters Score -882128.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -882367.125000 Penalty: 4625.070801
	Iteration 8Q: 3 clusters Score -882367.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -882581.812500 Penalty: 4625.070801
	Iteration 9Q: 3 clusters Score -882581.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -882741.750000 Penalty: 4625.070801
	Iteration 10Q: 3 clusters Score -882741.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -882863.375000 Penalty: 4625.070801
	Iteration 11Q: 3 clusters Score -882863.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -882966.312500 Penalty: 4625.070801
	Iteration 12Q: 3 clusters Score -882966.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -883043.937500 Penalty: 4625.070801
	Iteration 13Q: 3 clusters Score -883043.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -883095.437500 Penalty: 4625.070801
	Iteration 14Q: 3 clusters Score -883095.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -883141.375000 Penalty: 4625.070801
	Iteration 15Q: 3 clusters Score -883141.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -883191.000000 Penalty: 4625.070801
	Iteration 16Q: 3 clusters Score -883191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -883223.125000 Penalty: 4625.070801
	Iteration 17Q: 3 clusters Score -883223.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -883253.250000 Penalty: 4625.070801
	Iteration 18Q: 3 clusters Score -883253.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -883272.125000 Penalty: 4625.070801
	Iteration 19Q: 3 clusters Score -883272.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -883287.312500 Penalty: 4625.070801
	Iteration 20F: 3 clusters Score -883287.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -883301.687500 Penalty: 4625.070801
	Iteration 21Q: 3 clusters Score -883301.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -883312.000000 Penalty: 4625.070801
	Iteration 22Q: 3 clusters Score -883312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -883321.687500 Penalty: 4625.070801
	Iteration 23Q: 3 clusters Score -883321.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -883326.250000 Penalty: 4625.070801
	Iteration 24Q: 3 clusters Score -883326.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -883337.125000 Penalty: 4625.070801
	Iteration 25Q: 3 clusters Score -883337.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -883340.062500 Penalty: 4625.070801
	Iteration 26Q: 3 clusters Score -883340.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -883347.000000 Penalty: 4625.070801
	Iteration 27Q: 3 clusters Score -883347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -883354.125000 Penalty: 4625.070801
	Iteration 28Q: 3 clusters Score -883354.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -883357.250000 Penalty: 4625.070801
	Iteration 29Q: 3 clusters Score -883357.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -883361.875000 Penalty: 4625.070801
	Iteration 30Q: 3 clusters Score -883361.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -883364.125000 Penalty: 4625.070801
	Iteration 31Q: 3 clusters Score -883364.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -883365.125000 Penalty: 4625.070801
	Iteration 32Q: 3 clusters Score -883365.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -883368.000000 Penalty: 4625.070801
	Iteration 33Q: 3 clusters Score -883368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -883367.062500 Penalty: 4625.070801
	Iteration 34Q: 3 clusters Score -883367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -883367.750000 Penalty: 4625.070801
	Iteration 35Q: 3 clusters Score -883367.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -883367.750000 Penalty: 4625.070801
	Iteration 36F: 3 clusters Score -883367.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -353668.968750 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -353669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -349438.468750 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -349438.5 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -350431.750000 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -350431.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -350654.750000 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -350654.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -350789.250000 Penalty: 4181.442383
	Iteration 3F: 3 clusters Score -350789.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -350897.750000 Penalty: 4181.442383
	Iteration 4Q: 3 clusters Score -350897.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -350979.593750 Penalty: 4181.442383
	Iteration 5Q: 3 clusters Score -350979.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -351046.937500 Penalty: 4181.442383
	Iteration 6Q: 3 clusters Score -351046.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -351094.187500 Penalty: 4181.442383
	Iteration 7Q: 3 clusters Score -351094.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -351146.937500 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -351146.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -351204.218750 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -351204.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -351268.062500 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -351268.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -351337.531250 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -351337.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -351425.437500 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -351425.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -351525.218750 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -351525.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -351636.843750 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -351636.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -351748.468750 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -351748.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -351888.875000 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -351888.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -352023.437500 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -352023.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -352158.437500 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -352158.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -352295.062500 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -352295.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -352435.218750 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -352435.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -352556.781250 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -352556.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -352640.125000 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -352640.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -352678.343750 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -352678.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -352704.312500 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -352704.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -352718.718750 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -352718.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -352731.468750 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -352731.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -352740.593750 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -352740.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -352746.812500 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -352746.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -352757.812500 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -352757.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -352765.500000 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -352765.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -352770.625000 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -352770.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -352773.406250 Penalty: 4181.442383
	Iteration 32Q: 3 clusters Score -352773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -352776.406250 Penalty: 4181.442383
	Iteration 33Q: 3 clusters Score -352776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -352778.625000 Penalty: 4181.442383
	Iteration 34Q: 3 clusters Score -352778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -352778.468750 Penalty: 4181.442383
	Iteration 35Q: 3 clusters Score -352778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -352779.562500 Penalty: 4181.442383
	Iteration 36Q: 3 clusters Score -352779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -352780.156250 Penalty: 4181.442383
	Iteration 37Q: 3 clusters Score -352780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -352780.156250 Penalty: 4181.442383
	Iteration 38F: 3 clusters Score -352780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Entering Unmasked Estep 
Score: -705996.250000 Penalty: 2209.087891
	Iteration 0F: 2 clusters Score -705996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -699984.437500 Penalty: 4418.175781
	Iteration 0F: 3 clusters Score -699984.4 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -701571.875000 Penalty: 4418.175781
	Iteration 1F: 3 clusters Score -701571.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -701890.750000 Penalty: 4418.175781
	Iteration 2F: 3 clusters Score -701890.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -702145.312500 Penalty: 4418.175781
	Iteration 3F: 3 clusters Score -702145.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -702364.000000 Penalty: 4418.175781
	Iteration 4F: 3 clusters Score -702364 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -702570.500000 Penalty: 4418.175781
	Iteration 5Q: 3 clusters Score -702570.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -702773.625000 Penalty: 4418.175781
	Iteration 6Q: 3 clusters Score -702773.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -702966.375000 Penalty: 4418.175781
	Iteration 7Q: 3 clusters Score -702966.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -703156.562500 Penalty: 4418.175781
	Iteration 8Q: 3 clusters Score -703156.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -703323.937500 Penalty: 4418.175781
	Iteration 9Q: 3 clusters Score -703323.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -703464.875000 Penalty: 4418.175781
	Iteration 10Q: 3 clusters Score -703464.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -703585.750000 Penalty: 4418.175781
	Iteration 11Q: 3 clusters Score -703585.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -703693.250000 Penalty: 4418.175781
	Iteration 12Q: 3 clusters Score -703693.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -703775.375000 Penalty: 4418.175781
	Iteration 13Q: 3 clusters Score -703775.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -703829.937500 Penalty: 4418.175781
	Iteration 14Q: 3 clusters Score -703829.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -703882.125000 Penalty: 4418.175781
	Iteration 15Q: 3 clusters Score -703882.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -703923.500000 Penalty: 4418.175781
	Iteration 16Q: 3 clusters Score -703923.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -703960.312500 Penalty: 4418.175781
	Iteration 17Q: 3 clusters Score -703960.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -703989.562500 Penalty: 4418.175781
	Iteration 18Q: 3 clusters Score -703989.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -704016.937500 Penalty: 4418.175781
	Iteration 19Q: 3 clusters Score -704016.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -704037.625000 Penalty: 4418.175781
	Iteration 20F: 3 clusters Score -704037.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -704058.875000 Penalty: 4418.175781
	Iteration 21Q: 3 clusters Score -704058.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -704074.312500 Penalty: 4418.175781
	Iteration 22Q: 3 clusters Score -704074.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -704092.000000 Penalty: 4418.175781
	Iteration 23Q: 3 clusters Score -704092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -704101.625000 Penalty: 4418.175781
	Iteration 24Q: 3 clusters Score -704101.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -704114.375000 Penalty: 4418.175781
	Iteration 25Q: 3 clusters Score -704114.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -704124.187500 Penalty: 4418.175781
	Iteration 26Q: 3 clusters Score -704124.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -704129.437500 Penalty: 4418.175781
	Iteration 27Q: 3 clusters Score -704129.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -704136.000000 Penalty: 4418.175781
	Iteration 28Q: 3 clusters Score -704136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -704139.750000 Penalty: 4418.175781
	Iteration 29Q: 3 clusters Score -704139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -704144.562500 Penalty: 4418.175781
	Iteration 30Q: 3 clusters Score -704144.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -704152.000000 Penalty: 4418.175781
	Iteration 31Q: 3 clusters Score -704152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -704156.687500 Penalty: 4418.175781
	Iteration 32Q: 3 clusters Score -704156.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -704162.687500 Penalty: 4418.175781
	Iteration 33Q: 3 clusters Score -704162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -704165.062500 Penalty: 4418.175781
	Iteration 34Q: 3 clusters Score -704165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -704167.625000 Penalty: 4418.175781
	Iteration 35Q: 3 clusters Score -704167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -704170.000000 Penalty: 4418.175781
	Iteration 36Q: 3 clusters Score -704170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -704170.000000 Penalty: 4418.175781
	Iteration 37Q: 3 clusters Score -704170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -704173.250000 Penalty: 4418.175781
	Iteration 38Q: 3 clusters Score -704173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -704175.750000 Penalty: 4418.175781
	Iteration 39Q: 3 clusters Score -704175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -704178.187500 Penalty: 4418.175781
	Iteration 40F: 3 clusters Score -704178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -704178.812500 Penalty: 4418.175781
	Iteration 41Q: 3 clusters Score -704178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -704179.625000 Penalty: 4418.175781
	Iteration 42Q: 3 clusters Score -704179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -704180.187500 Penalty: 4418.175781
	Iteration 43Q: 3 clusters Score -704180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -704182.625000 Penalty: 4418.175781
	Iteration 44Q: 3 clusters Score -704182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -704183.062500 Penalty: 4418.175781
	Iteration 45Q: 3 clusters Score -704183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -704183.062500 Penalty: 4418.175781
	Iteration 46F: 3 clusters Score -704183.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Entering Unmasked Estep 
Score: -673825.562500 Penalty: 2236.546387
	Iteration 0F: 2 clusters Score -673825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -667221.875000 Penalty: 4473.092773
	Iteration 0F: 3 clusters Score -667221.9 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -669085.000000 Penalty: 4473.092773
	Iteration 1F: 3 clusters Score -669085 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -669375.625000 Penalty: 4473.092773
	Iteration 2F: 3 clusters Score -669375.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -669577.187500 Penalty: 4473.092773
	Iteration 3F: 3 clusters Score -669577.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -669719.687500 Penalty: 4473.092773
	Iteration 4Q: 3 clusters Score -669719.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -669849.687500 Penalty: 4473.092773
	Iteration 5Q: 3 clusters Score -669849.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -669969.687500 Penalty: 4473.092773
	Iteration 6Q: 3 clusters Score -669969.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -670092.687500 Penalty: 4473.092773
	Iteration 7Q: 3 clusters Score -670092.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -670213.500000 Penalty: 4473.092773
	Iteration 8Q: 3 clusters Score -670213.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -670345.812500 Penalty: 4473.092773
	Iteration 9Q: 3 clusters Score -670345.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -670472.000000 Penalty: 4473.092773
	Iteration 10Q: 3 clusters Score -670472 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -670594.625000 Penalty: 4473.092773
	Iteration 11Q: 3 clusters Score -670594.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -670707.437500 Penalty: 4473.092773
	Iteration 12Q: 3 clusters Score -670707.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -670830.312500 Penalty: 4473.092773
	Iteration 13Q: 3 clusters Score -670830.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -670937.125000 Penalty: 4473.092773
	Iteration 14Q: 3 clusters Score -670937.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -671038.000000 Penalty: 4473.092773
	Iteration 15Q: 3 clusters Score -671038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -671124.750000 Penalty: 4473.092773
	Iteration 16Q: 3 clusters Score -671124.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -671186.000000 Penalty: 4473.092773
	Iteration 17Q: 3 clusters Score -671186 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -671232.625000 Penalty: 4473.092773
	Iteration 18Q: 3 clusters Score -671232.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -671287.187500 Penalty: 4473.092773
	Iteration 19Q: 3 clusters Score -671287.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -671333.812500 Penalty: 4473.092773
	Iteration 20F: 3 clusters Score -671333.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -671376.250000 Penalty: 4473.092773
	Iteration 21Q: 3 clusters Score -671376.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -671417.125000 Penalty: 4473.092773
	Iteration 22Q: 3 clusters Score -671417.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -671453.625000 Penalty: 4473.092773
	Iteration 23Q: 3 clusters Score -671453.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -671484.937500 Penalty: 4473.092773
	Iteration 24Q: 3 clusters Score -671484.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -671512.812500 Penalty: 4473.092773
	Iteration 25Q: 3 clusters Score -671512.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -671538.062500 Penalty: 4473.092773
	Iteration 26Q: 3 clusters Score -671538.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -671559.437500 Penalty: 4473.092773
	Iteration 27Q: 3 clusters Score -671559.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -671571.187500 Penalty: 4473.092773
	Iteration 28Q: 3 clusters Score -671571.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -671582.437500 Penalty: 4473.092773
	Iteration 29Q: 3 clusters Score -671582.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -671590.625000 Penalty: 4473.092773
	Iteration 30Q: 3 clusters Score -671590.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -671599.187500 Penalty: 4473.092773
	Iteration 31Q: 3 clusters Score -671599.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -671604.500000 Penalty: 4473.092773
	Iteration 32Q: 3 clusters Score -671604.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -671608.562500 Penalty: 4473.092773
	Iteration 33Q: 3 clusters Score -671608.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -671616.000000 Penalty: 4473.092773
	Iteration 34Q: 3 clusters Score -671616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -671622.750000 Penalty: 4473.092773
	Iteration 35Q: 3 clusters Score -671622.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -671625.312500 Penalty: 4473.092773
	Iteration 36Q: 3 clusters Score -671625.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -671632.312500 Penalty: 4473.092773
	Iteration 37Q: 3 clusters Score -671632.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -671635.312500 Penalty: 4473.092773
	Iteration 38Q: 3 clusters Score -671635.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -671640.812500 Penalty: 4473.092773
	Iteration 39Q: 3 clusters Score -671640.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -671644.875000 Penalty: 4473.092773
	Iteration 40F: 3 clusters Score -671644.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -671649.812500 Penalty: 4473.092773
	Iteration 41Q: 3 clusters Score -671649.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -671656.750000 Penalty: 4473.092773
	Iteration 42Q: 3 clusters Score -671656.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -671662.812500 Penalty: 4473.092773
	Iteration 43Q: 3 clusters Score -671662.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -671666.312500 Penalty: 4473.092773
	Iteration 44Q: 3 clusters Score -671666.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -671669.875000 Penalty: 4473.092773
	Iteration 45Q: 3 clusters Score -671669.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -671674.125000 Penalty: 4473.092773
	Iteration 46Q: 3 clusters Score -671674.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -671677.750000 Penalty: 4473.092773
	Iteration 47Q: 3 clusters Score -671677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -671684.812500 Penalty: 4473.092773
	Iteration 48Q: 3 clusters Score -671684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -671689.437500 Penalty: 4473.092773
	Iteration 49Q: 3 clusters Score -671689.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -671691.312500 Penalty: 4473.092773
	Iteration 50Q: 3 clusters Score -671691.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -671693.750000 Penalty: 4473.092773
	Iteration 51Q: 3 clusters Score -671693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -671694.625000 Penalty: 4473.092773
	Iteration 52Q: 3 clusters Score -671694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -671697.437500 Penalty: 4473.092773
	Iteration 53Q: 3 clusters Score -671697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -671698.500000 Penalty: 4473.092773
	Iteration 54Q: 3 clusters Score -671698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -671698.562500 Penalty: 4473.092773
	Iteration 55Q: 3 clusters Score -671698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -671697.437500 Penalty: 4473.092773
	Iteration 56Q: 3 clusters Score -671697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -671698.125000 Penalty: 4473.092773
	Iteration 57Q: 3 clusters Score -671698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -671698.437500 Penalty: 4473.092773
	Iteration 58Q: 3 clusters Score -671698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -671698.812500 Penalty: 4473.092773
	Iteration 59Q: 3 clusters Score -671698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -671700.000000 Penalty: 4473.092773
	Iteration 60F: 3 clusters Score -671700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -671700.750000 Penalty: 4473.092773
	Iteration 61Q: 3 clusters Score -671700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -671703.875000 Penalty: 4473.092773
	Iteration 62Q: 3 clusters Score -671703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -671703.625000 Penalty: 4473.092773
	Iteration 63Q: 3 clusters Score -671703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -671704.625000 Penalty: 4473.092773
	Iteration 64Q: 3 clusters Score -671704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -671704.187500 Penalty: 4473.092773
	Iteration 65Q: 3 clusters Score -671704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -671705.687500 Penalty: 4473.092773
	Iteration 66Q: 3 clusters Score -671705.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -671705.687500 Penalty: 4473.092773
	Iteration 67F: 3 clusters Score -671705.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Entering Unmasked Estep 
Score: -878735.375000 Penalty: 2283.816895
	Iteration 0F: 2 clusters Score -878735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -871087.125000 Penalty: 4567.633789
	Iteration 0F: 3 clusters Score -871087.1 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -873436.000000 Penalty: 4567.633789
	Iteration 1F: 3 clusters Score -873436 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -873835.500000 Penalty: 4567.633789
	Iteration 2F: 3 clusters Score -873835.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -874147.312500 Penalty: 4567.633789
	Iteration 3F: 3 clusters Score -874147.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -874431.437500 Penalty: 4567.633789
	Iteration 4F: 3 clusters Score -874431.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -874669.125000 Penalty: 4567.633789
	Iteration 5Q: 3 clusters Score -874669.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -874872.500000 Penalty: 4567.633789
	Iteration 6Q: 3 clusters Score -874872.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -875031.062500 Penalty: 4567.633789
	Iteration 7Q: 3 clusters Score -875031.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -875165.687500 Penalty: 4567.633789
	Iteration 8Q: 3 clusters Score -875165.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -875301.812500 Penalty: 4567.633789
	Iteration 9Q: 3 clusters Score -875301.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -875419.187500 Penalty: 4567.633789
	Iteration 10Q: 3 clusters Score -875419.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -875527.687500 Penalty: 4567.633789
	Iteration 11Q: 3 clusters Score -875527.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -875618.125000 Penalty: 4567.633789
	Iteration 12Q: 3 clusters Score -875618.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -875703.375000 Penalty: 4567.633789
	Iteration 13Q: 3 clusters Score -875703.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -875785.312500 Penalty: 4567.633789
	Iteration 14Q: 3 clusters Score -875785.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -875856.062500 Penalty: 4567.633789
	Iteration 15Q: 3 clusters Score -875856.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -875936.937500 Penalty: 4567.633789
	Iteration 16Q: 3 clusters Score -875936.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -876014.625000 Penalty: 4567.633789
	Iteration 17Q: 3 clusters Score -876014.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -876093.062500 Penalty: 4567.633789
	Iteration 18Q: 3 clusters Score -876093.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -876166.687500 Penalty: 4567.633789
	Iteration 19Q: 3 clusters Score -876166.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -876227.687500 Penalty: 4567.633789
	Iteration 20F: 3 clusters Score -876227.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -876271.000000 Penalty: 4567.633789
	Iteration 21Q: 3 clusters Score -876271 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -876314.250000 Penalty: 4567.633789
	Iteration 22Q: 3 clusters Score -876314.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -876362.437500 Penalty: 4567.633789
	Iteration 23Q: 3 clusters Score -876362.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -876417.562500 Penalty: 4567.633789
	Iteration 24Q: 3 clusters Score -876417.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -876452.875000 Penalty: 4567.633789
	Iteration 25Q: 3 clusters Score -876452.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -876492.000000 Penalty: 4567.633789
	Iteration 26Q: 3 clusters Score -876492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -876518.125000 Penalty: 4567.633789
	Iteration 27Q: 3 clusters Score -876518.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -876539.875000 Penalty: 4567.633789
	Iteration 28Q: 3 clusters Score -876539.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -876560.875000 Penalty: 4567.633789
	Iteration 29Q: 3 clusters Score -876560.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -876575.937500 Penalty: 4567.633789
	Iteration 30Q: 3 clusters Score -876575.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -876587.187500 Penalty: 4567.633789
	Iteration 31Q: 3 clusters Score -876587.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -876595.312500 Penalty: 4567.633789
	Iteration 32Q: 3 clusters Score -876595.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -876606.375000 Penalty: 4567.633789
	Iteration 33Q: 3 clusters Score -876606.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -876617.875000 Penalty: 4567.633789
	Iteration 34Q: 3 clusters Score -876617.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -876633.000000 Penalty: 4567.633789
	Iteration 35Q: 3 clusters Score -876633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -876645.437500 Penalty: 4567.633789
	Iteration 36Q: 3 clusters Score -876645.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -876659.250000 Penalty: 4567.633789
	Iteration 37Q: 3 clusters Score -876659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -876668.500000 Penalty: 4567.633789
	Iteration 38Q: 3 clusters Score -876668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -876674.625000 Penalty: 4567.633789
	Iteration 39Q: 3 clusters Score -876674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -876678.250000 Penalty: 4567.633789
	Iteration 40F: 3 clusters Score -876678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -876677.187500 Penalty: 4567.633789
	Iteration 41Q: 3 clusters Score -876677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -876678.312500 Penalty: 4567.633789
	Iteration 42Q: 3 clusters Score -876678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -876680.437500 Penalty: 4567.633789
	Iteration 43Q: 3 clusters Score -876680.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -876680.437500 Penalty: 4567.633789
	Iteration 44F: 3 clusters Score -876680.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Entering Unmasked Estep 
Score: -644881.937500 Penalty: 2230.770020
	Iteration 0F: 2 clusters Score -644881.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -638402.812500 Penalty: 4461.540039
	Iteration 0F: 3 clusters Score -638402.8 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -640245.500000 Penalty: 4461.540039
	Iteration 1F: 3 clusters Score -640245.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -640548.562500 Penalty: 4461.540039
	Iteration 2F: 3 clusters Score -640548.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -640771.375000 Penalty: 4461.540039
	Iteration 3F: 3 clusters Score -640771.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -640948.875000 Penalty: 4461.540039
	Iteration 4Q: 3 clusters Score -640948.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -641098.250000 Penalty: 4461.540039
	Iteration 5Q: 3 clusters Score -641098.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -641252.437500 Penalty: 4461.540039
	Iteration 6Q: 3 clusters Score -641252.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -641409.812500 Penalty: 4461.540039
	Iteration 7Q: 3 clusters Score -641409.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -641561.125000 Penalty: 4461.540039
	Iteration 8Q: 3 clusters Score -641561.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -641717.437500 Penalty: 4461.540039
	Iteration 9Q: 3 clusters Score -641717.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -641878.937500 Penalty: 4461.540039
	Iteration 10Q: 3 clusters Score -641878.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -642046.000000 Penalty: 4461.540039
	Iteration 11Q: 3 clusters Score -642046 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -642216.812500 Penalty: 4461.540039
	Iteration 12Q: 3 clusters Score -642216.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -642382.437500 Penalty: 4461.540039
	Iteration 13Q: 3 clusters Score -642382.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -642526.125000 Penalty: 4461.540039
	Iteration 14Q: 3 clusters Score -642526.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -642660.875000 Penalty: 4461.540039
	Iteration 15Q: 3 clusters Score -642660.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -642770.625000 Penalty: 4461.540039
	Iteration 16Q: 3 clusters Score -642770.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -642870.812500 Penalty: 4461.540039
	Iteration 17Q: 3 clusters Score -642870.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -642944.437500 Penalty: 4461.540039
	Iteration 18Q: 3 clusters Score -642944.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -643000.875000 Penalty: 4461.540039
	Iteration 19Q: 3 clusters Score -643000.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -643053.375000 Penalty: 4461.540039
	Iteration 20F: 3 clusters Score -643053.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -643096.250000 Penalty: 4461.540039
	Iteration 21Q: 3 clusters Score -643096.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -643136.937500 Penalty: 4461.540039
	Iteration 22Q: 3 clusters Score -643136.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -643172.375000 Penalty: 4461.540039
	Iteration 23Q: 3 clusters Score -643172.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -643206.000000 Penalty: 4461.540039
	Iteration 24Q: 3 clusters Score -643206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -643237.000000 Penalty: 4461.540039
	Iteration 25Q: 3 clusters Score -643237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -643259.375000 Penalty: 4461.540039
	Iteration 26Q: 3 clusters Score -643259.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -643276.312500 Penalty: 4461.540039
	Iteration 27Q: 3 clusters Score -643276.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -643294.687500 Penalty: 4461.540039
	Iteration 28Q: 3 clusters Score -643294.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -643306.687500 Penalty: 4461.540039
	Iteration 29Q: 3 clusters Score -643306.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -643313.062500 Penalty: 4461.540039
	Iteration 30Q: 3 clusters Score -643313.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -643315.875000 Penalty: 4461.540039
	Iteration 31Q: 3 clusters Score -643315.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -643323.125000 Penalty: 4461.540039
	Iteration 32Q: 3 clusters Score -643323.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -643324.500000 Penalty: 4461.540039
	Iteration 33Q: 3 clusters Score -643324.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -643328.937500 Penalty: 4461.540039
	Iteration 34Q: 3 clusters Score -643328.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -643330.500000 Penalty: 4461.540039
	Iteration 35Q: 3 clusters Score -643330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -643332.875000 Penalty: 4461.540039
	Iteration 36Q: 3 clusters Score -643332.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -643334.562500 Penalty: 4461.540039
	Iteration 37Q: 3 clusters Score -643334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -643338.000000 Penalty: 4461.540039
	Iteration 38Q: 3 clusters Score -643338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -643338.375000 Penalty: 4461.540039
	Iteration 39Q: 3 clusters Score -643338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -643339.937500 Penalty: 4461.540039
	Iteration 40F: 3 clusters Score -643339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -643338.375000 Penalty: 4461.540039
	Iteration 41Q: 3 clusters Score -643338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -643340.812500 Penalty: 4461.540039
	Iteration 42Q: 3 clusters Score -643340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -643340.250000 Penalty: 4461.540039
	Iteration 43Q: 3 clusters Score -643340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -643340.312500 Penalty: 4461.540039
	Iteration 44Q: 3 clusters Score -643340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -643341.687500 Penalty: 4461.540039
	Iteration 45Q: 3 clusters Score -643341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -643342.062500 Penalty: 4461.540039
	Iteration 46Q: 3 clusters Score -643342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -643342.625000 Penalty: 4461.540039
	Iteration 47Q: 3 clusters Score -643342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -643342.000000 Penalty: 4461.540039
	Iteration 48Q: 3 clusters Score -643342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -643341.312500 Penalty: 4461.540039
	Iteration 49Q: 3 clusters Score -643341.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -643341.312500 Penalty: 4461.540039
	Iteration 50F: 3 clusters Score -643341.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1024820.875000 Penalty: 2322.166748
	Iteration 0F: 2 clusters Score -1024821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1016093.250000 Penalty: 4644.333496
	Iteration 0F: 3 clusters Score -1016093 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1018802.250000 Penalty: 4644.333496
	Iteration 1F: 3 clusters Score -1018802 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1019141.437500 Penalty: 4644.333496
	Iteration 2F: 3 clusters Score -1019141 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1019392.625000 Penalty: 4644.333496
	Iteration 3F: 3 clusters Score -1019393 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1019609.250000 Penalty: 4644.333496
	Iteration 4Q: 3 clusters Score -1019609 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1019793.500000 Penalty: 4644.333496
	Iteration 5Q: 3 clusters Score -1019794 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1019965.375000 Penalty: 4644.333496
	Iteration 6Q: 3 clusters Score -1019965 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1020120.250000 Penalty: 4644.333496
	Iteration 7Q: 3 clusters Score -1020120 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1020256.187500 Penalty: 4644.333496
	Iteration 8Q: 3 clusters Score -1020256 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1020377.625000 Penalty: 4644.333496
	Iteration 9Q: 3 clusters Score -1020378 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1020483.562500 Penalty: 4644.333496
	Iteration 10Q: 3 clusters Score -1020484 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1020572.125000 Penalty: 4644.333496
	Iteration 11Q: 3 clusters Score -1020572 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1020652.312500 Penalty: 4644.333496
	Iteration 12Q: 3 clusters Score -1020652 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1020725.312500 Penalty: 4644.333496
	Iteration 13Q: 3 clusters Score -1020725 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1020790.125000 Penalty: 4644.333496
	Iteration 14Q: 3 clusters Score -1020790 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1020849.812500 Penalty: 4644.333496
	Iteration 15Q: 3 clusters Score -1020850 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1020912.687500 Penalty: 4644.333496
	Iteration 16Q: 3 clusters Score -1020913 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1020956.250000 Penalty: 4644.333496
	Iteration 17Q: 3 clusters Score -1020956 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1021006.187500 Penalty: 4644.333496
	Iteration 18Q: 3 clusters Score -1021006 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1021061.750000 Penalty: 4644.333496
	Iteration 19Q: 3 clusters Score -1021062 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1021104.937500 Penalty: 4644.333496
	Iteration 20F: 3 clusters Score -1021105 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1021153.125000 Penalty: 4644.333496
	Iteration 21Q: 3 clusters Score -1021153 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1021213.437500 Penalty: 4644.333496
	Iteration 22Q: 3 clusters Score -1021213 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1021277.625000 Penalty: 4644.333496
	Iteration 23Q: 3 clusters Score -1021278 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1021334.312500 Penalty: 4644.333496
	Iteration 24Q: 3 clusters Score -1021334 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1021392.250000 Penalty: 4644.333496
	Iteration 25Q: 3 clusters Score -1021392 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1021448.750000 Penalty: 4644.333496
	Iteration 26Q: 3 clusters Score -1021449 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1021509.187500 Penalty: 4644.333496
	Iteration 27Q: 3 clusters Score -1021509 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1021575.875000 Penalty: 4644.333496
	Iteration 28Q: 3 clusters Score -1021576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1021642.687500 Penalty: 4644.333496
	Iteration 29Q: 3 clusters Score -1021643 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1021718.625000 Penalty: 4644.333496
	Iteration 30Q: 3 clusters Score -1021719 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1021804.000000 Penalty: 4644.333496
	Iteration 31Q: 3 clusters Score -1021804 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1021884.437500 Penalty: 4644.333496
	Iteration 32Q: 3 clusters Score -1021884 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1021960.437500 Penalty: 4644.333496
	Iteration 33Q: 3 clusters Score -1021960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1022038.875000 Penalty: 4644.333496
	Iteration 34Q: 3 clusters Score -1022039 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1022115.375000 Penalty: 4644.333496
	Iteration 35Q: 3 clusters Score -1022115 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1022186.687500 Penalty: 4644.333496
	Iteration 36Q: 3 clusters Score -1022187 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1022274.312500 Penalty: 4644.333496
	Iteration 37Q: 3 clusters Score -1022274 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1022365.312500 Penalty: 4644.333496
	Iteration 38Q: 3 clusters Score -1022365 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1022451.687500 Penalty: 4644.333496
	Iteration 39Q: 3 clusters Score -1022452 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1022516.375000 Penalty: 4644.333496
	Iteration 40F: 3 clusters Score -1022516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1022573.312500 Penalty: 4644.333496
	Iteration 41Q: 3 clusters Score -1022573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1022620.562500 Penalty: 4644.333496
	Iteration 42Q: 3 clusters Score -1022621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1022662.125000 Penalty: 4644.333496
	Iteration 43Q: 3 clusters Score -1022662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1022696.812500 Penalty: 4644.333496
	Iteration 44Q: 3 clusters Score -1022697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1022724.000000 Penalty: 4644.333496
	Iteration 45Q: 3 clusters Score -1022724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1022750.250000 Penalty: 4644.333496
	Iteration 46Q: 3 clusters Score -1022750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1022766.812500 Penalty: 4644.333496
	Iteration 47Q: 3 clusters Score -1022767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1022784.437500 Penalty: 4644.333496
	Iteration 48Q: 3 clusters Score -1022784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1022792.562500 Penalty: 4644.333496
	Iteration 49Q: 3 clusters Score -1022793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1022797.062500 Penalty: 4644.333496
	Iteration 50Q: 3 clusters Score -1022797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1022807.937500 Penalty: 4644.333496
	Iteration 51Q: 3 clusters Score -1022808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1022816.437500 Penalty: 4644.333496
	Iteration 52Q: 3 clusters Score -1022816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1022820.562500 Penalty: 4644.333496
	Iteration 53Q: 3 clusters Score -1022821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1022826.937500 Penalty: 4644.333496
	Iteration 54Q: 3 clusters Score -1022827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1022827.812500 Penalty: 4644.333496
	Iteration 55Q: 3 clusters Score -1022828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1022827.812500 Penalty: 4644.333496
	Iteration 56F: 3 clusters Score -1022828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Entering Unmasked Estep 
Score: -1494147.500000 Penalty: 2417.967773
	Iteration 0F: 2 clusters Score -1494148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1481874.375000 Penalty: 4835.935547
	Iteration 0F: 3 clusters Score -1481874 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1485952.500000 Penalty: 4835.935547
	Iteration 1F: 3 clusters Score -1485952 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1486341.375000 Penalty: 4835.935547
	Iteration 2F: 3 clusters Score -1486341 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1486667.625000 Penalty: 4835.935547
	Iteration 3Q: 3 clusters Score -1486668 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1486951.875000 Penalty: 4835.935547
	Iteration 4Q: 3 clusters Score -1486952 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1487246.500000 Penalty: 4835.935547
	Iteration 5Q: 3 clusters Score -1487246 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1487516.625000 Penalty: 4835.935547
	Iteration 6Q: 3 clusters Score -1487517 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1487831.375000 Penalty: 4835.935547
	Iteration 7Q: 3 clusters Score -1487831 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1488166.500000 Penalty: 4835.935547
	Iteration 8Q: 3 clusters Score -1488166 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1488573.625000 Penalty: 4835.935547
	Iteration 9Q: 3 clusters Score -1488574 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1489015.875000 Penalty: 4835.935547
	Iteration 10Q: 3 clusters Score -1489016 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1489496.000000 Penalty: 4835.935547
	Iteration 11Q: 3 clusters Score -1489496 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1489915.750000 Penalty: 4835.935547
	Iteration 12Q: 3 clusters Score -1489916 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1490291.875000 Penalty: 4835.935547
	Iteration 13Q: 3 clusters Score -1490292 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1490637.125000 Penalty: 4835.935547
	Iteration 14Q: 3 clusters Score -1490637 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1490938.500000 Penalty: 4835.935547
	Iteration 15Q: 3 clusters Score -1490938 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1491165.125000 Penalty: 4835.935547
	Iteration 16Q: 3 clusters Score -1491165 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1491287.875000 Penalty: 4835.935547
	Iteration 17Q: 3 clusters Score -1491288 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1491343.250000 Penalty: 4835.935547
	Iteration 18Q: 3 clusters Score -1491343 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1491377.375000 Penalty: 4835.935547
	Iteration 19Q: 3 clusters Score -1491377 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1491403.000000 Penalty: 4835.935547
	Iteration 20F: 3 clusters Score -1491403 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1491423.000000 Penalty: 4835.935547
	Iteration 21Q: 3 clusters Score -1491423 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1491437.375000 Penalty: 4835.935547
	Iteration 22Q: 3 clusters Score -1491437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1491449.625000 Penalty: 4835.935547
	Iteration 23Q: 3 clusters Score -1491450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1491462.375000 Penalty: 4835.935547
	Iteration 24Q: 3 clusters Score -1491462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1491475.500000 Penalty: 4835.935547
	Iteration 25Q: 3 clusters Score -1491476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1491481.125000 Penalty: 4835.935547
	Iteration 26Q: 3 clusters Score -1491481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1491491.500000 Penalty: 4835.935547
	Iteration 27Q: 3 clusters Score -1491492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1491499.000000 Penalty: 4835.935547
	Iteration 28Q: 3 clusters Score -1491499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1491498.750000 Penalty: 4835.935547
	Iteration 29Q: 3 clusters Score -1491499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1491511.000000 Penalty: 4835.935547
	Iteration 30Q: 3 clusters Score -1491511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1491516.000000 Penalty: 4835.935547
	Iteration 31Q: 3 clusters Score -1491516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1491526.125000 Penalty: 4835.935547
	Iteration 32Q: 3 clusters Score -1491526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1491533.875000 Penalty: 4835.935547
	Iteration 33Q: 3 clusters Score -1491534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1491544.500000 Penalty: 4835.935547
	Iteration 34Q: 3 clusters Score -1491544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1491555.250000 Penalty: 4835.935547
	Iteration 35Q: 3 clusters Score -1491555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1491559.875000 Penalty: 4835.935547
	Iteration 36Q: 3 clusters Score -1491560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1491564.875000 Penalty: 4835.935547
	Iteration 37Q: 3 clusters Score -1491565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1491566.750000 Penalty: 4835.935547
	Iteration 38Q: 3 clusters Score -1491567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1491569.250000 Penalty: 4835.935547
	Iteration 39Q: 3 clusters Score -1491569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1491576.000000 Penalty: 4835.935547
	Iteration 40F: 3 clusters Score -1491576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1491582.750000 Penalty: 4835.935547
	Iteration 41Q: 3 clusters Score -1491583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1491591.500000 Penalty: 4835.935547
	Iteration 42Q: 3 clusters Score -1491592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1491596.000000 Penalty: 4835.935547
	Iteration 43Q: 3 clusters Score -1491596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1491601.000000 Penalty: 4835.935547
	Iteration 44Q: 3 clusters Score -1491601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1491606.375000 Penalty: 4835.935547
	Iteration 45Q: 3 clusters Score -1491606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1491611.500000 Penalty: 4835.935547
	Iteration 46Q: 3 clusters Score -1491612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1491612.250000 Penalty: 4835.935547
	Iteration 47Q: 3 clusters Score -1491612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1491616.500000 Penalty: 4835.935547
	Iteration 48Q: 3 clusters Score -1491616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1491620.125000 Penalty: 4835.935547
	Iteration 49Q: 3 clusters Score -1491620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1491623.250000 Penalty: 4835.935547
	Iteration 50Q: 3 clusters Score -1491623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1491630.500000 Penalty: 4835.935547
	Iteration 51Q: 3 clusters Score -1491630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1491632.875000 Penalty: 4835.935547
	Iteration 52Q: 3 clusters Score -1491633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1491629.875000 Penalty: 4835.935547
	Iteration 53Q: 3 clusters Score -1491630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1491629.875000 Penalty: 4835.935547
	Iteration 54Q: 3 clusters Score -1491630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1491631.375000 Penalty: 4835.935547
	Iteration 55Q: 3 clusters Score -1491631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1491636.250000 Penalty: 4835.935547
	Iteration 56Q: 3 clusters Score -1491636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1491632.375000 Penalty: 4835.935547
	Iteration 57Q: 3 clusters Score -1491632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1491634.750000 Penalty: 4835.935547
	Iteration 58Q: 3 clusters Score -1491635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1491638.125000 Penalty: 4835.935547
	Iteration 59Q: 3 clusters Score -1491638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1491636.125000 Penalty: 4835.935547
	Iteration 60F: 3 clusters Score -1491636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1491638.250000 Penalty: 4835.935547
	Iteration 61Q: 3 clusters Score -1491638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1491642.000000 Penalty: 4835.935547
	Iteration 62Q: 3 clusters Score -1491642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1491643.750000 Penalty: 4835.935547
	Iteration 63Q: 3 clusters Score -1491644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1491645.375000 Penalty: 4835.935547
	Iteration 64Q: 3 clusters Score -1491645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1491642.000000 Penalty: 4835.935547
	Iteration 65Q: 3 clusters Score -1491642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1491649.375000 Penalty: 4835.935547
	Iteration 66Q: 3 clusters Score -1491649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1491652.125000 Penalty: 4835.935547
	Iteration 67Q: 3 clusters Score -1491652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1491654.750000 Penalty: 4835.935547
	Iteration 68Q: 3 clusters Score -1491655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1491658.875000 Penalty: 4835.935547
	Iteration 69Q: 3 clusters Score -1491659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1491658.375000 Penalty: 4835.935547
	Iteration 70Q: 3 clusters Score -1491658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1491659.750000 Penalty: 4835.935547
	Iteration 71Q: 3 clusters Score -1491660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1491662.125000 Penalty: 4835.935547
	Iteration 72Q: 3 clusters Score -1491662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1491661.625000 Penalty: 4835.935547
	Iteration 73Q: 3 clusters Score -1491662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1491662.875000 Penalty: 4835.935547
	Iteration 74Q: 3 clusters Score -1491663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1491663.500000 Penalty: 4835.935547
	Iteration 75Q: 3 clusters Score -1491664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1491662.875000 Penalty: 4835.935547
	Iteration 76Q: 3 clusters Score -1491663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1491663.625000 Penalty: 4835.935547
	Iteration 77Q: 3 clusters Score -1491664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1491663.125000 Penalty: 4835.935547
	Iteration 78Q: 3 clusters Score -1491663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1491663.125000 Penalty: 4835.935547
	Iteration 79F: 3 clusters Score -1491663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -769506.062500 Penalty: 2252.179932
	Iteration 0F: 2 clusters Score -769506.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -762661.062500 Penalty: 4504.359863
	Iteration 0F: 3 clusters Score -762661.1 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -764542.437500 Penalty: 4504.359863
	Iteration 1F: 3 clusters Score -764542.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -764872.875000 Penalty: 4504.359863
	Iteration 2F: 3 clusters Score -764872.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -765138.875000 Penalty: 4504.359863
	Iteration 3F: 3 clusters Score -765138.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -765388.937500 Penalty: 4504.359863
	Iteration 4F: 3 clusters Score -765388.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -765600.750000 Penalty: 4504.359863
	Iteration 5Q: 3 clusters Score -765600.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -765817.125000 Penalty: 4504.359863
	Iteration 6Q: 3 clusters Score -765817.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -766043.187500 Penalty: 4504.359863
	Iteration 7Q: 3 clusters Score -766043.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -766271.125000 Penalty: 4504.359863
	Iteration 8Q: 3 clusters Score -766271.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -766500.125000 Penalty: 4504.359863
	Iteration 9Q: 3 clusters Score -766500.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -766700.062500 Penalty: 4504.359863
	Iteration 10Q: 3 clusters Score -766700.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -766873.000000 Penalty: 4504.359863
	Iteration 11Q: 3 clusters Score -766873 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -767042.437500 Penalty: 4504.359863
	Iteration 12Q: 3 clusters Score -767042.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -767170.312500 Penalty: 4504.359863
	Iteration 13Q: 3 clusters Score -767170.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -767250.062500 Penalty: 4504.359863
	Iteration 14Q: 3 clusters Score -767250.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -767316.562500 Penalty: 4504.359863
	Iteration 15Q: 3 clusters Score -767316.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -767372.625000 Penalty: 4504.359863
	Iteration 16Q: 3 clusters Score -767372.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -767415.187500 Penalty: 4504.359863
	Iteration 17Q: 3 clusters Score -767415.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -767447.500000 Penalty: 4504.359863
	Iteration 18Q: 3 clusters Score -767447.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -767465.000000 Penalty: 4504.359863
	Iteration 19Q: 3 clusters Score -767465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -767479.000000 Penalty: 4504.359863
	Iteration 20F: 3 clusters Score -767479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -767500.750000 Penalty: 4504.359863
	Iteration 21Q: 3 clusters Score -767500.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -767513.062500 Penalty: 4504.359863
	Iteration 22Q: 3 clusters Score -767513.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -767524.437500 Penalty: 4504.359863
	Iteration 23Q: 3 clusters Score -767524.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -767540.375000 Penalty: 4504.359863
	Iteration 24Q: 3 clusters Score -767540.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -767554.750000 Penalty: 4504.359863
	Iteration 25Q: 3 clusters Score -767554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -767561.375000 Penalty: 4504.359863
	Iteration 26Q: 3 clusters Score -767561.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -767572.125000 Penalty: 4504.359863
	Iteration 27Q: 3 clusters Score -767572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -767583.500000 Penalty: 4504.359863
	Iteration 28Q: 3 clusters Score -767583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -767586.812500 Penalty: 4504.359863
	Iteration 29Q: 3 clusters Score -767586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -767591.062500 Penalty: 4504.359863
	Iteration 30Q: 3 clusters Score -767591.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -767593.375000 Penalty: 4504.359863
	Iteration 31Q: 3 clusters Score -767593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -767596.687500 Penalty: 4504.359863
	Iteration 32Q: 3 clusters Score -767596.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -767600.062500 Penalty: 4504.359863
	Iteration 33Q: 3 clusters Score -767600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -767604.062500 Penalty: 4504.359863
	Iteration 34Q: 3 clusters Score -767604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -767605.375000 Penalty: 4504.359863
	Iteration 35Q: 3 clusters Score -767605.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -767609.187500 Penalty: 4504.359863
	Iteration 36Q: 3 clusters Score -767609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -767612.437500 Penalty: 4504.359863
	Iteration 37Q: 3 clusters Score -767612.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -767621.000000 Penalty: 4504.359863
	Iteration 38Q: 3 clusters Score -767621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -767626.687500 Penalty: 4504.359863
	Iteration 39Q: 3 clusters Score -767626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -767627.625000 Penalty: 4504.359863
	Iteration 40F: 3 clusters Score -767627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -767629.437500 Penalty: 4504.359863
	Iteration 41Q: 3 clusters Score -767629.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -767629.437500 Penalty: 4504.359863
	Iteration 42F: 3 clusters Score -767629.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Entering Unmasked Estep 
Score: -2532769.000000 Penalty: 2566.744141
	Iteration 0F: 2 clusters Score -2532769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2511450.500000 Penalty: 5133.488281
	Iteration 0F: 3 clusters Score -2511450 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2519257.500000 Penalty: 5133.488281
	Iteration 1F: 3 clusters Score -2519258 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2519950.250000 Penalty: 5133.488281
	Iteration 2F: 3 clusters Score -2519950 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2520588.000000 Penalty: 5133.488281
	Iteration 3Q: 3 clusters Score -2520588 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2521355.250000 Penalty: 5133.488281
	Iteration 4Q: 3 clusters Score -2521355 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2522252.500000 Penalty: 5133.488281
	Iteration 5Q: 3 clusters Score -2522252 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2523298.000000 Penalty: 5133.488281
	Iteration 6Q: 3 clusters Score -2523298 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2524409.500000 Penalty: 5133.488281
	Iteration 7Q: 3 clusters Score -2524410 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2525353.750000 Penalty: 5133.488281
	Iteration 8Q: 3 clusters Score -2525354 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2526154.000000 Penalty: 5133.488281
	Iteration 9Q: 3 clusters Score -2526154 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2526678.250000 Penalty: 5133.488281
	Iteration 10Q: 3 clusters Score -2526678 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2527076.750000 Penalty: 5133.488281
	Iteration 11Q: 3 clusters Score -2527077 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2527372.750000 Penalty: 5133.488281
	Iteration 12Q: 3 clusters Score -2527373 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2527601.500000 Penalty: 5133.488281
	Iteration 13Q: 3 clusters Score -2527602 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2527807.000000 Penalty: 5133.488281
	Iteration 14Q: 3 clusters Score -2527807 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2527957.000000 Penalty: 5133.488281
	Iteration 15Q: 3 clusters Score -2527957 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2528099.750000 Penalty: 5133.488281
	Iteration 16Q: 3 clusters Score -2528100 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2528242.250000 Penalty: 5133.488281
	Iteration 17Q: 3 clusters Score -2528242 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2528417.250000 Penalty: 5133.488281
	Iteration 18Q: 3 clusters Score -2528417 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2528607.250000 Penalty: 5133.488281
	Iteration 19Q: 3 clusters Score -2528607 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2528753.750000 Penalty: 5133.488281
	Iteration 20F: 3 clusters Score -2528754 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2528896.500000 Penalty: 5133.488281
	Iteration 21Q: 3 clusters Score -2528896 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2529034.000000 Penalty: 5133.488281
	Iteration 22Q: 3 clusters Score -2529034 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2529140.000000 Penalty: 5133.488281
	Iteration 23Q: 3 clusters Score -2529140 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2529249.250000 Penalty: 5133.488281
	Iteration 24Q: 3 clusters Score -2529249 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2529349.500000 Penalty: 5133.488281
	Iteration 25Q: 3 clusters Score -2529350 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2529442.750000 Penalty: 5133.488281
	Iteration 26Q: 3 clusters Score -2529443 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2529530.250000 Penalty: 5133.488281
	Iteration 27Q: 3 clusters Score -2529530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2529588.500000 Penalty: 5133.488281
	Iteration 28Q: 3 clusters Score -2529588 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2529661.500000 Penalty: 5133.488281
	Iteration 29Q: 3 clusters Score -2529662 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2529734.750000 Penalty: 5133.488281
	Iteration 30Q: 3 clusters Score -2529735 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2529801.000000 Penalty: 5133.488281
	Iteration 31Q: 3 clusters Score -2529801 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2529873.000000 Penalty: 5133.488281
	Iteration 32Q: 3 clusters Score -2529873 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2529944.500000 Penalty: 5133.488281
	Iteration 33Q: 3 clusters Score -2529944 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2530006.250000 Penalty: 5133.488281
	Iteration 34Q: 3 clusters Score -2530006 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2530064.250000 Penalty: 5133.488281
	Iteration 35Q: 3 clusters Score -2530064 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2530120.500000 Penalty: 5133.488281
	Iteration 36Q: 3 clusters Score -2530120 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2530184.500000 Penalty: 5133.488281
	Iteration 37Q: 3 clusters Score -2530184 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2530251.000000 Penalty: 5133.488281
	Iteration 38Q: 3 clusters Score -2530251 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2530321.000000 Penalty: 5133.488281
	Iteration 39Q: 3 clusters Score -2530321 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2530372.500000 Penalty: 5133.488281
	Iteration 40F: 3 clusters Score -2530372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2530415.250000 Penalty: 5133.488281
	Iteration 41Q: 3 clusters Score -2530415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2530455.000000 Penalty: 5133.488281
	Iteration 42Q: 3 clusters Score -2530455 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2530486.000000 Penalty: 5133.488281
	Iteration 43Q: 3 clusters Score -2530486 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2530515.250000 Penalty: 5133.488281
	Iteration 44Q: 3 clusters Score -2530515 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2530531.000000 Penalty: 5133.488281
	Iteration 45Q: 3 clusters Score -2530531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2530555.250000 Penalty: 5133.488281
	Iteration 46Q: 3 clusters Score -2530555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2530579.000000 Penalty: 5133.488281
	Iteration 47Q: 3 clusters Score -2530579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2530590.000000 Penalty: 5133.488281
	Iteration 48Q: 3 clusters Score -2530590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2530605.250000 Penalty: 5133.488281
	Iteration 49Q: 3 clusters Score -2530605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2530616.250000 Penalty: 5133.488281
	Iteration 50Q: 3 clusters Score -2530616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2530634.250000 Penalty: 5133.488281
	Iteration 51Q: 3 clusters Score -2530634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2530641.000000 Penalty: 5133.488281
	Iteration 52Q: 3 clusters Score -2530641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2530654.750000 Penalty: 5133.488281
	Iteration 53Q: 3 clusters Score -2530655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2530666.250000 Penalty: 5133.488281
	Iteration 54Q: 3 clusters Score -2530666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2530672.750000 Penalty: 5133.488281
	Iteration 55Q: 3 clusters Score -2530673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2530674.500000 Penalty: 5133.488281
	Iteration 56Q: 3 clusters Score -2530674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2530679.000000 Penalty: 5133.488281
	Iteration 57Q: 3 clusters Score -2530679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2530682.250000 Penalty: 5133.488281
	Iteration 58Q: 3 clusters Score -2530682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2530682.750000 Penalty: 5133.488281
	Iteration 59Q: 3 clusters Score -2530683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2530679.750000 Penalty: 5133.488281
	Iteration 60F: 3 clusters Score -2530680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2530688.750000 Penalty: 5133.488281
	Iteration 61Q: 3 clusters Score -2530689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2530690.500000 Penalty: 5133.488281
	Iteration 62Q: 3 clusters Score -2530690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2530691.750000 Penalty: 5133.488281
	Iteration 63Q: 3 clusters Score -2530692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2530693.000000 Penalty: 5133.488281
	Iteration 64Q: 3 clusters Score -2530693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2530692.500000 Penalty: 5133.488281
	Iteration 65Q: 3 clusters Score -2530692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2530702.750000 Penalty: 5133.488281
	Iteration 66Q: 3 clusters Score -2530703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2530707.250000 Penalty: 5133.488281
	Iteration 67Q: 3 clusters Score -2530707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2530706.250000 Penalty: 5133.488281
	Iteration 68Q: 3 clusters Score -2530706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2530707.000000 Penalty: 5133.488281
	Iteration 69Q: 3 clusters Score -2530707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2530708.250000 Penalty: 5133.488281
	Iteration 70Q: 3 clusters Score -2530708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2530715.250000 Penalty: 5133.488281
	Iteration 71Q: 3 clusters Score -2530715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2530720.500000 Penalty: 5133.488281
	Iteration 72Q: 3 clusters Score -2530720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2530719.250000 Penalty: 5133.488281
	Iteration 73Q: 3 clusters Score -2530719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2530719.250000 Penalty: 5133.488281
	Iteration 74Q: 3 clusters Score -2530719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2530729.250000 Penalty: 5133.488281
	Iteration 75Q: 3 clusters Score -2530729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2530728.250000 Penalty: 5133.488281
	Iteration 76Q: 3 clusters Score -2530728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2530726.750000 Penalty: 5133.488281
	Iteration 77Q: 3 clusters Score -2530727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2530730.750000 Penalty: 5133.488281
	Iteration 78Q: 3 clusters Score -2530731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2530727.500000 Penalty: 5133.488281
	Iteration 79Q: 3 clusters Score -2530728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2530731.500000 Penalty: 5133.488281
	Iteration 80F: 3 clusters Score -2530732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2530738.250000 Penalty: 5133.488281
	Iteration 81Q: 3 clusters Score -2530738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2530737.250000 Penalty: 5133.488281
	Iteration 82Q: 3 clusters Score -2530737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2530739.750000 Penalty: 5133.488281
	Iteration 83Q: 3 clusters Score -2530740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2530744.000000 Penalty: 5133.488281
	Iteration 84Q: 3 clusters Score -2530744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2530742.250000 Penalty: 5133.488281
	Iteration 85Q: 3 clusters Score -2530742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2530746.250000 Penalty: 5133.488281
	Iteration 86Q: 3 clusters Score -2530746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2530750.750000 Penalty: 5133.488281
	Iteration 87Q: 3 clusters Score -2530751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2530751.000000 Penalty: 5133.488281
	Iteration 88Q: 3 clusters Score -2530751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2530752.500000 Penalty: 5133.488281
	Iteration 89Q: 3 clusters Score -2530752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2530752.500000 Penalty: 5133.488281
	Iteration 90Q: 3 clusters Score -2530752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2530752.250000 Penalty: 5133.488281
	Iteration 91Q: 3 clusters Score -2530752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2530751.500000 Penalty: 5133.488281
	Iteration 92Q: 3 clusters Score -2530752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2530749.250000 Penalty: 5133.488281
	Iteration 93Q: 3 clusters Score -2530749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2530751.250000 Penalty: 5133.488281
	Iteration 94Q: 3 clusters Score -2530751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2530750.000000 Penalty: 5133.488281
	Iteration 95Q: 3 clusters Score -2530750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2530752.500000 Penalty: 5133.488281
	Iteration 96Q: 3 clusters Score -2530752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2530750.750000 Penalty: 5133.488281
	Iteration 97Q: 3 clusters Score -2530751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2530753.750000 Penalty: 5133.488281
	Iteration 98Q: 3 clusters Score -2530754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2530756.000000 Penalty: 5133.488281
	Iteration 99Q: 3 clusters Score -2530756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2530756.000000 Penalty: 5133.488281
	Iteration 100F: 3 clusters Score -2530756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Entering Unmasked Estep 
Score: -292407.093750 Penalty: 2012.871338
	Iteration 0F: 2 clusters Score -292407.1 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 1664 members 
Entering Unmasked Estep 
Score: -288931.093750 Penalty: 4025.742676
	Iteration 0F: 3 clusters Score -288931.1 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -289641.156250 Penalty: 4025.742676
	Iteration 1F: 3 clusters Score -289641.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -289787.718750 Penalty: 4025.742676
	Iteration 2F: 3 clusters Score -289787.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -289877.968750 Penalty: 4025.742676
	Iteration 3Q: 3 clusters Score -289878 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -289943.343750 Penalty: 4025.742676
	Iteration 4Q: 3 clusters Score -289943.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -289984.312500 Penalty: 4025.742676
	Iteration 5Q: 3 clusters Score -289984.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -290024.343750 Penalty: 4025.742676
	Iteration 6Q: 3 clusters Score -290024.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -290054.250000 Penalty: 4025.742676
	Iteration 7Q: 3 clusters Score -290054.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -290076.093750 Penalty: 4025.742676
	Iteration 8Q: 3 clusters Score -290076.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -290097.593750 Penalty: 4025.742676
	Iteration 9Q: 3 clusters Score -290097.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -290119.562500 Penalty: 4025.742676
	Iteration 10Q: 3 clusters Score -290119.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -290137.093750 Penalty: 4025.742676
	Iteration 11Q: 3 clusters Score -290137.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -290150.687500 Penalty: 4025.742676
	Iteration 12Q: 3 clusters Score -290150.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -290161.531250 Penalty: 4025.742676
	Iteration 13Q: 3 clusters Score -290161.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -290165.968750 Penalty: 4025.742676
	Iteration 14Q: 3 clusters Score -290166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -290169.312500 Penalty: 4025.742676
	Iteration 15Q: 3 clusters Score -290169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -290171.968750 Penalty: 4025.742676
	Iteration 16Q: 3 clusters Score -290172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -290173.468750 Penalty: 4025.742676
	Iteration 17Q: 3 clusters Score -290173.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -290175.531250 Penalty: 4025.742676
	Iteration 18Q: 3 clusters Score -290175.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -290177.343750 Penalty: 4025.742676
	Iteration 19Q: 3 clusters Score -290177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -290178.781250 Penalty: 4025.742676
	Iteration 20F: 3 clusters Score -290178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -290180.218750 Penalty: 4025.742676
	Iteration 21Q: 3 clusters Score -290180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -290180.875000 Penalty: 4025.742676
	Iteration 22Q: 3 clusters Score -290180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -290181.437500 Penalty: 4025.742676
	Iteration 23Q: 3 clusters Score -290181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -290182.593750 Penalty: 4025.742676
	Iteration 24Q: 3 clusters Score -290182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -290182.812500 Penalty: 4025.742676
	Iteration 25Q: 3 clusters Score -290182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -290182.812500 Penalty: 4025.742676
	Iteration 26F: 3 clusters Score -290182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -405007.031250 Penalty: 2092.285156
	Iteration 0F: 2 clusters Score -405007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -400721.593750 Penalty: 4184.570312
	Iteration 0F: 3 clusters Score -400721.6 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -401645.906250 Penalty: 4184.570312
	Iteration 1F: 3 clusters Score -401645.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -401818.281250 Penalty: 4184.570312
	Iteration 2F: 3 clusters Score -401818.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -401935.375000 Penalty: 4184.570312
	Iteration 3Q: 3 clusters Score -401935.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -402040.750000 Penalty: 4184.570312
	Iteration 4Q: 3 clusters Score -402040.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -402136.562500 Penalty: 4184.570312
	Iteration 5Q: 3 clusters Score -402136.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -402227.156250 Penalty: 4184.570312
	Iteration 6Q: 3 clusters Score -402227.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -402302.093750 Penalty: 4184.570312
	Iteration 7Q: 3 clusters Score -402302.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -402376.031250 Penalty: 4184.570312
	Iteration 8Q: 3 clusters Score -402376 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -402462.687500 Penalty: 4184.570312
	Iteration 9Q: 3 clusters Score -402462.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -402550.343750 Penalty: 4184.570312
	Iteration 10Q: 3 clusters Score -402550.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -402637.843750 Penalty: 4184.570312
	Iteration 11Q: 3 clusters Score -402637.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -402727.093750 Penalty: 4184.570312
	Iteration 12Q: 3 clusters Score -402727.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -402810.968750 Penalty: 4184.570312
	Iteration 13Q: 3 clusters Score -402811 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -402886.031250 Penalty: 4184.570312
	Iteration 14Q: 3 clusters Score -402886 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -402951.062500 Penalty: 4184.570312
	Iteration 15Q: 3 clusters Score -402951.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -402993.656250 Penalty: 4184.570312
	Iteration 16Q: 3 clusters Score -402993.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -403022.281250 Penalty: 4184.570312
	Iteration 17Q: 3 clusters Score -403022.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -403041.781250 Penalty: 4184.570312
	Iteration 18Q: 3 clusters Score -403041.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -403062.218750 Penalty: 4184.570312
	Iteration 19Q: 3 clusters Score -403062.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -403076.031250 Penalty: 4184.570312
	Iteration 20F: 3 clusters Score -403076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -403088.593750 Penalty: 4184.570312
	Iteration 21Q: 3 clusters Score -403088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -403096.406250 Penalty: 4184.570312
	Iteration 22Q: 3 clusters Score -403096.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -403102.718750 Penalty: 4184.570312
	Iteration 23Q: 3 clusters Score -403102.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -403108.625000 Penalty: 4184.570312
	Iteration 24Q: 3 clusters Score -403108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -403113.031250 Penalty: 4184.570312
	Iteration 25Q: 3 clusters Score -403113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -403114.593750 Penalty: 4184.570312
	Iteration 26Q: 3 clusters Score -403114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -403116.562500 Penalty: 4184.570312
	Iteration 27Q: 3 clusters Score -403116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -403120.156250 Penalty: 4184.570312
	Iteration 28Q: 3 clusters Score -403120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -403124.875000 Penalty: 4184.570312
	Iteration 29Q: 3 clusters Score -403124.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -403132.406250 Penalty: 4184.570312
	Iteration 30Q: 3 clusters Score -403132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -403137.875000 Penalty: 4184.570312
	Iteration 31Q: 3 clusters Score -403137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -403140.812500 Penalty: 4184.570312
	Iteration 32Q: 3 clusters Score -403140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -403143.062500 Penalty: 4184.570312
	Iteration 33Q: 3 clusters Score -403143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -403146.750000 Penalty: 4184.570312
	Iteration 34Q: 3 clusters Score -403146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -403150.125000 Penalty: 4184.570312
	Iteration 35Q: 3 clusters Score -403150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -403154.968750 Penalty: 4184.570312
	Iteration 36Q: 3 clusters Score -403155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -403159.531250 Penalty: 4184.570312
	Iteration 37Q: 3 clusters Score -403159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -403161.812500 Penalty: 4184.570312
	Iteration 38Q: 3 clusters Score -403161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -403164.500000 Penalty: 4184.570312
	Iteration 39Q: 3 clusters Score -403164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -403164.968750 Penalty: 4184.570312
	Iteration 40F: 3 clusters Score -403165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -403167.312500 Penalty: 4184.570312
	Iteration 41Q: 3 clusters Score -403167.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -403170.468750 Penalty: 4184.570312
	Iteration 42Q: 3 clusters Score -403170.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -403179.281250 Penalty: 4184.570312
	Iteration 43Q: 3 clusters Score -403179.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -403184.156250 Penalty: 4184.570312
	Iteration 44Q: 3 clusters Score -403184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -403186.062500 Penalty: 4184.570312
	Iteration 45Q: 3 clusters Score -403186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -403190.031250 Penalty: 4184.570312
	Iteration 46Q: 3 clusters Score -403190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -403191.656250 Penalty: 4184.570312
	Iteration 47Q: 3 clusters Score -403191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -403191.656250 Penalty: 4184.570312
	Iteration 48F: 3 clusters Score -403191.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -346581.000000 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -346581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -342186.687500 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -342186.7 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -343725.687500 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -343725.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -344470.500000 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -344470.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -345186.093750 Penalty: 4211.562988
	Iteration 3F: 3 clusters Score -345186.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -345661.281250 Penalty: 4211.562988
	Iteration 4F: 3 clusters Score -345661.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -345945.562500 Penalty: 4211.562988
	Iteration 5F: 3 clusters Score -345945.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -346051.031250 Penalty: 4211.562988
	Iteration 6Q: 3 clusters Score -346051 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -346093.781250 Penalty: 4211.562988
	Iteration 7Q: 3 clusters Score -346093.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -346111.406250 Penalty: 4211.562988
	Iteration 8Q: 3 clusters Score -346111.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -346118.250000 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -346118.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -346124.093750 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -346124.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -346129.750000 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -346129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -346137.281250 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -346137.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -346145.187500 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -346145.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -346152.343750 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -346152.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -346157.000000 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -346157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -346157.968750 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -346158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -346158.875000 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -346158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -346159.781250 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -346159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -346160.531250 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -346160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -346161.000000 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -346161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -346163.468750 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -346163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -346164.187500 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -346164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -346165.906250 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -346165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -346166.750000 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -346166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -346167.437500 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -346167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -346169.937500 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -346169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -346170.968750 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -346171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -346172.593750 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -346172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -346173.343750 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -346173.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -346173.343750 Penalty: 4211.562988
	Iteration 30F: 3 clusters Score -346173.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Entering Unmasked Estep 
Score: -3451296.750000 Penalty: 2627.729736
	Iteration 0F: 2 clusters Score -3451297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3424028.000000 Penalty: 5255.459473
	Iteration 0F: 3 clusters Score -3424028 nChanged 18280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3434193.250000 Penalty: 5255.459473
	Iteration 1F: 3 clusters Score -3434193 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3434900.750000 Penalty: 5255.459473
	Iteration 2F: 3 clusters Score -3434901 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3435615.500000 Penalty: 5255.459473
	Iteration 3Q: 3 clusters Score -3435616 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3436362.250000 Penalty: 5255.459473
	Iteration 4Q: 3 clusters Score -3436362 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3437149.500000 Penalty: 5255.459473
	Iteration 5Q: 3 clusters Score -3437150 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3438046.750000 Penalty: 5255.459473
	Iteration 6Q: 3 clusters Score -3438047 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3439111.750000 Penalty: 5255.459473
	Iteration 7F: 3 clusters Score -3439112 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3440348.750000 Penalty: 5255.459473
	Iteration 8F: 3 clusters Score -3440349 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3441606.000000 Penalty: 5255.459473
	Iteration 9F: 3 clusters Score -3441606 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3442998.750000 Penalty: 5255.459473
	Iteration 10F: 3 clusters Score -3442999 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3444363.750000 Penalty: 5255.459473
	Iteration 11Q: 3 clusters Score -3444364 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3445663.500000 Penalty: 5255.459473
	Iteration 12Q: 3 clusters Score -3445664 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3446722.250000 Penalty: 5255.459473
	Iteration 13Q: 3 clusters Score -3446722 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3447496.500000 Penalty: 5255.459473
	Iteration 14Q: 3 clusters Score -3447496 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3448057.000000 Penalty: 5255.459473
	Iteration 15Q: 3 clusters Score -3448057 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3448443.250000 Penalty: 5255.459473
	Iteration 16Q: 3 clusters Score -3448443 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3448626.750000 Penalty: 5255.459473
	Iteration 17Q: 3 clusters Score -3448627 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3448729.250000 Penalty: 5255.459473
	Iteration 18Q: 3 clusters Score -3448729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3448797.500000 Penalty: 5255.459473
	Iteration 19Q: 3 clusters Score -3448798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3448860.750000 Penalty: 5255.459473
	Iteration 20F: 3 clusters Score -3448861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3448888.000000 Penalty: 5255.459473
	Iteration 21Q: 3 clusters Score -3448888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3448918.250000 Penalty: 5255.459473
	Iteration 22Q: 3 clusters Score -3448918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3448944.750000 Penalty: 5255.459473
	Iteration 23Q: 3 clusters Score -3448945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3448957.750000 Penalty: 5255.459473
	Iteration 24Q: 3 clusters Score -3448958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3448970.250000 Penalty: 5255.459473
	Iteration 25Q: 3 clusters Score -3448970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3448985.500000 Penalty: 5255.459473
	Iteration 26Q: 3 clusters Score -3448986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3448995.750000 Penalty: 5255.459473
	Iteration 27Q: 3 clusters Score -3448996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3449010.250000 Penalty: 5255.459473
	Iteration 28Q: 3 clusters Score -3449010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3449016.250000 Penalty: 5255.459473
	Iteration 29Q: 3 clusters Score -3449016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3449017.250000 Penalty: 5255.459473
	Iteration 30Q: 3 clusters Score -3449017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3449019.750000 Penalty: 5255.459473
	Iteration 31Q: 3 clusters Score -3449020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3449027.000000 Penalty: 5255.459473
	Iteration 32Q: 3 clusters Score -3449027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3449035.000000 Penalty: 5255.459473
	Iteration 33Q: 3 clusters Score -3449035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3449042.500000 Penalty: 5255.459473
	Iteration 34Q: 3 clusters Score -3449042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3449040.250000 Penalty: 5255.459473
	Iteration 35Q: 3 clusters Score -3449040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3449037.750000 Penalty: 5255.459473
	Iteration 36Q: 3 clusters Score -3449038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3449039.000000 Penalty: 5255.459473
	Iteration 37Q: 3 clusters Score -3449039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3449039.000000 Penalty: 5255.459473
	Iteration 38F: 3 clusters Score -3449039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Entering Unmasked Estep 
Score: -931696.937500 Penalty: 2312.181396
	Iteration 0F: 2 clusters Score -931696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -923161.187500 Penalty: 4624.362793
	Iteration 0F: 3 clusters Score -923161.2 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -925732.562500 Penalty: 4624.362793
	Iteration 1F: 3 clusters Score -925732.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -926131.187500 Penalty: 4624.362793
	Iteration 2F: 3 clusters Score -926131.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -926414.000000 Penalty: 4624.362793
	Iteration 3F: 3 clusters Score -926414 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -926649.812500 Penalty: 4624.362793
	Iteration 4Q: 3 clusters Score -926649.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -926878.562500 Penalty: 4624.362793
	Iteration 5Q: 3 clusters Score -926878.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -927107.250000 Penalty: 4624.362793
	Iteration 6Q: 3 clusters Score -927107.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -927323.312500 Penalty: 4624.362793
	Iteration 7Q: 3 clusters Score -927323.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -927521.750000 Penalty: 4624.362793
	Iteration 8Q: 3 clusters Score -927521.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -927734.937500 Penalty: 4624.362793
	Iteration 9Q: 3 clusters Score -927734.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -927958.937500 Penalty: 4624.362793
	Iteration 10Q: 3 clusters Score -927958.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -928190.562500 Penalty: 4624.362793
	Iteration 11Q: 3 clusters Score -928190.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -928410.750000 Penalty: 4624.362793
	Iteration 12Q: 3 clusters Score -928410.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -928602.375000 Penalty: 4624.362793
	Iteration 13Q: 3 clusters Score -928602.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -928773.750000 Penalty: 4624.362793
	Iteration 14Q: 3 clusters Score -928773.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -928926.125000 Penalty: 4624.362793
	Iteration 15Q: 3 clusters Score -928926.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -929064.375000 Penalty: 4624.362793
	Iteration 16Q: 3 clusters Score -929064.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -929182.500000 Penalty: 4624.362793
	Iteration 17Q: 3 clusters Score -929182.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -929273.250000 Penalty: 4624.362793
	Iteration 18Q: 3 clusters Score -929273.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -929354.250000 Penalty: 4624.362793
	Iteration 19Q: 3 clusters Score -929354.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -929413.812500 Penalty: 4624.362793
	Iteration 20F: 3 clusters Score -929413.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -929461.562500 Penalty: 4624.362793
	Iteration 21Q: 3 clusters Score -929461.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -929506.875000 Penalty: 4624.362793
	Iteration 22Q: 3 clusters Score -929506.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -929540.625000 Penalty: 4624.362793
	Iteration 23Q: 3 clusters Score -929540.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -929572.250000 Penalty: 4624.362793
	Iteration 24Q: 3 clusters Score -929572.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -929598.500000 Penalty: 4624.362793
	Iteration 25Q: 3 clusters Score -929598.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -929621.500000 Penalty: 4624.362793
	Iteration 26Q: 3 clusters Score -929621.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -929644.187500 Penalty: 4624.362793
	Iteration 27Q: 3 clusters Score -929644.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -929654.875000 Penalty: 4624.362793
	Iteration 28Q: 3 clusters Score -929654.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -929667.312500 Penalty: 4624.362793
	Iteration 29Q: 3 clusters Score -929667.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -929683.562500 Penalty: 4624.362793
	Iteration 30Q: 3 clusters Score -929683.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -929698.562500 Penalty: 4624.362793
	Iteration 31Q: 3 clusters Score -929698.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -929712.812500 Penalty: 4624.362793
	Iteration 32Q: 3 clusters Score -929712.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -929727.062500 Penalty: 4624.362793
	Iteration 33Q: 3 clusters Score -929727.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -929749.187500 Penalty: 4624.362793
	Iteration 34Q: 3 clusters Score -929749.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -929773.562500 Penalty: 4624.362793
	Iteration 35Q: 3 clusters Score -929773.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -929796.250000 Penalty: 4624.362793
	Iteration 36Q: 3 clusters Score -929796.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -929826.312500 Penalty: 4624.362793
	Iteration 37Q: 3 clusters Score -929826.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -929852.625000 Penalty: 4624.362793
	Iteration 38Q: 3 clusters Score -929852.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -929878.937500 Penalty: 4624.362793
	Iteration 39Q: 3 clusters Score -929878.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -929896.625000 Penalty: 4624.362793
	Iteration 40F: 3 clusters Score -929896.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -929910.250000 Penalty: 4624.362793
	Iteration 41Q: 3 clusters Score -929910.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -929931.437500 Penalty: 4624.362793
	Iteration 42Q: 3 clusters Score -929931.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -929947.250000 Penalty: 4624.362793
	Iteration 43Q: 3 clusters Score -929947.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -929955.437500 Penalty: 4624.362793
	Iteration 44Q: 3 clusters Score -929955.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -929965.937500 Penalty: 4624.362793
	Iteration 45Q: 3 clusters Score -929965.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -929973.750000 Penalty: 4624.362793
	Iteration 46Q: 3 clusters Score -929973.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -929976.437500 Penalty: 4624.362793
	Iteration 47Q: 3 clusters Score -929976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -929982.062500 Penalty: 4624.362793
	Iteration 48Q: 3 clusters Score -929982.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -929987.250000 Penalty: 4624.362793
	Iteration 49Q: 3 clusters Score -929987.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -929988.000000 Penalty: 4624.362793
	Iteration 50Q: 3 clusters Score -929988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -929993.250000 Penalty: 4624.362793
	Iteration 51Q: 3 clusters Score -929993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -929994.125000 Penalty: 4624.362793
	Iteration 52Q: 3 clusters Score -929994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -929997.125000 Penalty: 4624.362793
	Iteration 53Q: 3 clusters Score -929997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -929999.125000 Penalty: 4624.362793
	Iteration 54Q: 3 clusters Score -929999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -929998.562500 Penalty: 4624.362793
	Iteration 55Q: 3 clusters Score -929998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -929999.937500 Penalty: 4624.362793
	Iteration 56Q: 3 clusters Score -929999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -930000.312500 Penalty: 4624.362793
	Iteration 57Q: 3 clusters Score -930000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -929998.937500 Penalty: 4624.362793
	Iteration 58Q: 3 clusters Score -929998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -929999.312500 Penalty: 4624.362793
	Iteration 59Q: 3 clusters Score -929999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -930000.750000 Penalty: 4624.362793
	Iteration 60F: 3 clusters Score -930000.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -296045.406250 Penalty: 2037.321655
	Iteration 0F: 2 clusters Score -296045.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -292304.156250 Penalty: 4074.643311
	Iteration 0F: 3 clusters Score -292304.2 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -293142.031250 Penalty: 4074.643311
	Iteration 1F: 3 clusters Score -293142 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -293340.406250 Penalty: 4074.643311
	Iteration 2F: 3 clusters Score -293340.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -293476.218750 Penalty: 4074.643311
	Iteration 3F: 3 clusters Score -293476.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -293576.187500 Penalty: 4074.643311
	Iteration 4Q: 3 clusters Score -293576.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -293644.312500 Penalty: 4074.643311
	Iteration 5Q: 3 clusters Score -293644.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -293694.843750 Penalty: 4074.643311
	Iteration 6Q: 3 clusters Score -293694.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -293733.562500 Penalty: 4074.643311
	Iteration 7Q: 3 clusters Score -293733.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -293767.250000 Penalty: 4074.643311
	Iteration 8Q: 3 clusters Score -293767.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -293803.812500 Penalty: 4074.643311
	Iteration 9Q: 3 clusters Score -293803.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -293830.687500 Penalty: 4074.643311
	Iteration 10Q: 3 clusters Score -293830.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -293854.375000 Penalty: 4074.643311
	Iteration 11Q: 3 clusters Score -293854.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -293881.312500 Penalty: 4074.643311
	Iteration 12Q: 3 clusters Score -293881.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -293905.937500 Penalty: 4074.643311
	Iteration 13Q: 3 clusters Score -293905.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -293926.875000 Penalty: 4074.643311
	Iteration 14Q: 3 clusters Score -293926.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -293945.125000 Penalty: 4074.643311
	Iteration 15Q: 3 clusters Score -293945.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -293962.312500 Penalty: 4074.643311
	Iteration 16Q: 3 clusters Score -293962.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -293982.625000 Penalty: 4074.643311
	Iteration 17Q: 3 clusters Score -293982.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -294002.843750 Penalty: 4074.643311
	Iteration 18Q: 3 clusters Score -294002.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -294019.750000 Penalty: 4074.643311
	Iteration 19Q: 3 clusters Score -294019.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -294034.968750 Penalty: 4074.643311
	Iteration 20F: 3 clusters Score -294035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -294043.000000 Penalty: 4074.643311
	Iteration 21Q: 3 clusters Score -294043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -294053.656250 Penalty: 4074.643311
	Iteration 22Q: 3 clusters Score -294053.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -294061.875000 Penalty: 4074.643311
	Iteration 23Q: 3 clusters Score -294061.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -294075.000000 Penalty: 4074.643311
	Iteration 24Q: 3 clusters Score -294075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -294086.718750 Penalty: 4074.643311
	Iteration 25Q: 3 clusters Score -294086.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -294104.062500 Penalty: 4074.643311
	Iteration 26Q: 3 clusters Score -294104.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -294132.062500 Penalty: 4074.643311
	Iteration 27Q: 3 clusters Score -294132.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -294158.000000 Penalty: 4074.643311
	Iteration 28Q: 3 clusters Score -294158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -294191.750000 Penalty: 4074.643311
	Iteration 29Q: 3 clusters Score -294191.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -294216.218750 Penalty: 4074.643311
	Iteration 30Q: 3 clusters Score -294216.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -294229.875000 Penalty: 4074.643311
	Iteration 31Q: 3 clusters Score -294229.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -294238.250000 Penalty: 4074.643311
	Iteration 32Q: 3 clusters Score -294238.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -294245.875000 Penalty: 4074.643311
	Iteration 33Q: 3 clusters Score -294245.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -294252.125000 Penalty: 4074.643311
	Iteration 34Q: 3 clusters Score -294252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -294255.437500 Penalty: 4074.643311
	Iteration 35Q: 3 clusters Score -294255.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -294259.750000 Penalty: 4074.643311
	Iteration 36Q: 3 clusters Score -294259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -294263.125000 Penalty: 4074.643311
	Iteration 37Q: 3 clusters Score -294263.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -294269.375000 Penalty: 4074.643311
	Iteration 38Q: 3 clusters Score -294269.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -294277.093750 Penalty: 4074.643311
	Iteration 39Q: 3 clusters Score -294277.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -294283.843750 Penalty: 4074.643311
	Iteration 40F: 3 clusters Score -294283.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -294287.906250 Penalty: 4074.643311
	Iteration 41Q: 3 clusters Score -294287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -294291.437500 Penalty: 4074.643311
	Iteration 42Q: 3 clusters Score -294291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -294297.250000 Penalty: 4074.643311
	Iteration 43Q: 3 clusters Score -294297.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -294301.531250 Penalty: 4074.643311
	Iteration 44Q: 3 clusters Score -294301.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -294306.500000 Penalty: 4074.643311
	Iteration 45Q: 3 clusters Score -294306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -294311.187500 Penalty: 4074.643311
	Iteration 46Q: 3 clusters Score -294311.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -294317.031250 Penalty: 4074.643311
	Iteration 47Q: 3 clusters Score -294317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -294325.000000 Penalty: 4074.643311
	Iteration 48Q: 3 clusters Score -294325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -294330.312500 Penalty: 4074.643311
	Iteration 49Q: 3 clusters Score -294330.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -294335.250000 Penalty: 4074.643311
	Iteration 50Q: 3 clusters Score -294335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -294337.781250 Penalty: 4074.643311
	Iteration 51Q: 3 clusters Score -294337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -294339.062500 Penalty: 4074.643311
	Iteration 52Q: 3 clusters Score -294339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -294339.062500 Penalty: 4074.643311
	Iteration 53F: 3 clusters Score -294339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Entering Unmasked Estep 
Score: -2142726.750000 Penalty: 2511.731689
	Iteration 0F: 2 clusters Score -2142727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2125433.500000 Penalty: 5023.463379
	Iteration 0F: 3 clusters Score -2125434 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2131504.250000 Penalty: 5023.463379
	Iteration 1F: 3 clusters Score -2131504 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2132028.250000 Penalty: 5023.463379
	Iteration 2F: 3 clusters Score -2132028 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2132487.000000 Penalty: 5023.463379
	Iteration 3Q: 3 clusters Score -2132487 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2132941.000000 Penalty: 5023.463379
	Iteration 4Q: 3 clusters Score -2132941 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2133418.750000 Penalty: 5023.463379
	Iteration 5Q: 3 clusters Score -2133419 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2133970.000000 Penalty: 5023.463379
	Iteration 6Q: 3 clusters Score -2133970 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2134526.250000 Penalty: 5023.463379
	Iteration 7Q: 3 clusters Score -2134526 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2135129.750000 Penalty: 5023.463379
	Iteration 8Q: 3 clusters Score -2135130 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2135756.500000 Penalty: 5023.463379
	Iteration 9Q: 3 clusters Score -2135756 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2136456.250000 Penalty: 5023.463379
	Iteration 10Q: 3 clusters Score -2136456 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2137176.500000 Penalty: 5023.463379
	Iteration 11Q: 3 clusters Score -2137176 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2137896.250000 Penalty: 5023.463379
	Iteration 12Q: 3 clusters Score -2137896 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2138550.750000 Penalty: 5023.463379
	Iteration 13Q: 3 clusters Score -2138551 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2139092.750000 Penalty: 5023.463379
	Iteration 14Q: 3 clusters Score -2139093 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2139482.250000 Penalty: 5023.463379
	Iteration 15Q: 3 clusters Score -2139482 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2139795.750000 Penalty: 5023.463379
	Iteration 16Q: 3 clusters Score -2139796 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2140013.250000 Penalty: 5023.463379
	Iteration 17Q: 3 clusters Score -2140013 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2140168.250000 Penalty: 5023.463379
	Iteration 18Q: 3 clusters Score -2140168 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2140275.000000 Penalty: 5023.463379
	Iteration 19Q: 3 clusters Score -2140275 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2140351.750000 Penalty: 5023.463379
	Iteration 20F: 3 clusters Score -2140352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2140389.250000 Penalty: 5023.463379
	Iteration 21Q: 3 clusters Score -2140389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2140423.750000 Penalty: 5023.463379
	Iteration 22Q: 3 clusters Score -2140424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2140460.500000 Penalty: 5023.463379
	Iteration 23Q: 3 clusters Score -2140460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2140488.250000 Penalty: 5023.463379
	Iteration 24Q: 3 clusters Score -2140488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2140504.500000 Penalty: 5023.463379
	Iteration 25Q: 3 clusters Score -2140504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2140522.500000 Penalty: 5023.463379
	Iteration 26Q: 3 clusters Score -2140522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2140543.250000 Penalty: 5023.463379
	Iteration 27Q: 3 clusters Score -2140543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -2140556.250000 Penalty: 5023.463379
	Iteration 28Q: 3 clusters Score -2140556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -2140564.000000 Penalty: 5023.463379
	Iteration 29Q: 3 clusters Score -2140564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2140572.250000 Penalty: 5023.463379
	Iteration 30Q: 3 clusters Score -2140572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2140582.250000 Penalty: 5023.463379
	Iteration 31Q: 3 clusters Score -2140582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2140590.500000 Penalty: 5023.463379
	Iteration 32Q: 3 clusters Score -2140590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2140598.000000 Penalty: 5023.463379
	Iteration 33Q: 3 clusters Score -2140598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2140605.250000 Penalty: 5023.463379
	Iteration 34Q: 3 clusters Score -2140605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2140604.000000 Penalty: 5023.463379
	Iteration 35Q: 3 clusters Score -2140604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -2140603.250000 Penalty: 5023.463379
	Iteration 36Q: 3 clusters Score -2140603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -2140608.000000 Penalty: 5023.463379
	Iteration 37Q: 3 clusters Score -2140608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -2140610.250000 Penalty: 5023.463379
	Iteration 38Q: 3 clusters Score -2140610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2140610.250000 Penalty: 5023.463379
	Iteration 39Q: 3 clusters Score -2140610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -2140611.500000 Penalty: 5023.463379
	Iteration 40F: 3 clusters Score -2140612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -2140613.750000 Penalty: 5023.463379
	Iteration 41Q: 3 clusters Score -2140614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -2140616.500000 Penalty: 5023.463379
	Iteration 42Q: 3 clusters Score -2140616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2140621.250000 Penalty: 5023.463379
	Iteration 43Q: 3 clusters Score -2140621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2140625.250000 Penalty: 5023.463379
	Iteration 44Q: 3 clusters Score -2140625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -2140624.000000 Penalty: 5023.463379
	Iteration 45Q: 3 clusters Score -2140624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -2140624.000000 Penalty: 5023.463379
	Iteration 46Q: 3 clusters Score -2140624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2140626.750000 Penalty: 5023.463379
	Iteration 47Q: 3 clusters Score -2140627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -2140625.750000 Penalty: 5023.463379
	Iteration 48Q: 3 clusters Score -2140626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -2140625.750000 Penalty: 5023.463379
	Iteration 49F: 3 clusters Score -2140626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Entering Unmasked Estep 
Score: -774411.062500 Penalty: 2255.820801
	Iteration 0F: 2 clusters Score -774411.1 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 4458 members 
Entering Unmasked Estep 
Score: -767501.625000 Penalty: 4511.641602
	Iteration 0F: 3 clusters Score -767501.6 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -769547.750000 Penalty: 4511.641602
	Iteration 1F: 3 clusters Score -769547.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -769923.500000 Penalty: 4511.641602
	Iteration 2F: 3 clusters Score -769923.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -770202.187500 Penalty: 4511.641602
	Iteration 3F: 3 clusters Score -770202.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -770435.125000 Penalty: 4511.641602
	Iteration 4Q: 3 clusters Score -770435.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -770657.687500 Penalty: 4511.641602
	Iteration 5Q: 3 clusters Score -770657.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -770896.750000 Penalty: 4511.641602
	Iteration 6Q: 3 clusters Score -770896.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -771130.187500 Penalty: 4511.641602
	Iteration 7Q: 3 clusters Score -771130.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -771383.125000 Penalty: 4511.641602
	Iteration 8Q: 3 clusters Score -771383.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -771633.562500 Penalty: 4511.641602
	Iteration 9Q: 3 clusters Score -771633.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -771862.687500 Penalty: 4511.641602
	Iteration 10Q: 3 clusters Score -771862.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -772015.187500 Penalty: 4511.641602
	Iteration 11Q: 3 clusters Score -772015.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -772130.250000 Penalty: 4511.641602
	Iteration 12Q: 3 clusters Score -772130.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -772226.312500 Penalty: 4511.641602
	Iteration 13Q: 3 clusters Score -772226.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -772281.250000 Penalty: 4511.641602
	Iteration 14Q: 3 clusters Score -772281.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -772310.750000 Penalty: 4511.641602
	Iteration 15Q: 3 clusters Score -772310.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -772325.750000 Penalty: 4511.641602
	Iteration 16Q: 3 clusters Score -772325.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -772334.750000 Penalty: 4511.641602
	Iteration 17Q: 3 clusters Score -772334.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -772346.625000 Penalty: 4511.641602
	Iteration 18Q: 3 clusters Score -772346.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -772359.687500 Penalty: 4511.641602
	Iteration 19Q: 3 clusters Score -772359.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -772370.187500 Penalty: 4511.641602
	Iteration 20F: 3 clusters Score -772370.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -772372.375000 Penalty: 4511.641602
	Iteration 21Q: 3 clusters Score -772372.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -772374.625000 Penalty: 4511.641602
	Iteration 22Q: 3 clusters Score -772374.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -772383.500000 Penalty: 4511.641602
	Iteration 23Q: 3 clusters Score -772383.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -772385.062500 Penalty: 4511.641602
	Iteration 24Q: 3 clusters Score -772385.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -772390.437500 Penalty: 4511.641602
	Iteration 25Q: 3 clusters Score -772390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -772393.062500 Penalty: 4511.641602
	Iteration 26Q: 3 clusters Score -772393.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -772393.125000 Penalty: 4511.641602
	Iteration 27Q: 3 clusters Score -772393.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -772395.875000 Penalty: 4511.641602
	Iteration 28Q: 3 clusters Score -772395.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -772398.812500 Penalty: 4511.641602
	Iteration 29Q: 3 clusters Score -772398.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -772400.562500 Penalty: 4511.641602
	Iteration 30Q: 3 clusters Score -772400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -772401.312500 Penalty: 4511.641602
	Iteration 31Q: 3 clusters Score -772401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -772401.750000 Penalty: 4511.641602
	Iteration 32Q: 3 clusters Score -772401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -772402.562500 Penalty: 4511.641602
	Iteration 33Q: 3 clusters Score -772402.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -772400.750000 Penalty: 4511.641602
	Iteration 34Q: 3 clusters Score -772400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -772401.375000 Penalty: 4511.641602
	Iteration 35Q: 3 clusters Score -772401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -772402.187500 Penalty: 4511.641602
	Iteration 36Q: 3 clusters Score -772402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -772401.937500 Penalty: 4511.641602
	Iteration 37Q: 3 clusters Score -772401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -772403.062500 Penalty: 4511.641602
	Iteration 38Q: 3 clusters Score -772403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -772404.000000 Penalty: 4511.641602
	Iteration 39Q: 3 clusters Score -772404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -772404.625000 Penalty: 4511.641602
	Iteration 40F: 3 clusters Score -772404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Entering Unmasked Estep 
Score: -2152864.750000 Penalty: 2511.811035
	Iteration 0F: 2 clusters Score -2152865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2135375.000000 Penalty: 5023.622070
	Iteration 0F: 3 clusters Score -2135375 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2141428.750000 Penalty: 5023.622070
	Iteration 1F: 3 clusters Score -2141429 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2141824.000000 Penalty: 5023.622070
	Iteration 2Q: 3 clusters Score -2141824 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2142191.500000 Penalty: 5023.622070
	Iteration 3Q: 3 clusters Score -2142192 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2142531.250000 Penalty: 5023.622070
	Iteration 4Q: 3 clusters Score -2142531 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2142951.000000 Penalty: 5023.622070
	Iteration 5Q: 3 clusters Score -2142951 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2143536.500000 Penalty: 5023.622070
	Iteration 6Q: 3 clusters Score -2143536 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2144290.000000 Penalty: 5023.622070
	Iteration 7F: 3 clusters Score -2144290 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2145356.250000 Penalty: 5023.622070
	Iteration 8F: 3 clusters Score -2145356 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2146694.250000 Penalty: 5023.622070
	Iteration 9F: 3 clusters Score -2146694 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2148142.250000 Penalty: 5023.622070
	Iteration 10F: 3 clusters Score -2148142 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2149309.000000 Penalty: 5023.622070
	Iteration 11Q: 3 clusters Score -2149309 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2149970.750000 Penalty: 5023.622070
	Iteration 12Q: 3 clusters Score -2149971 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2150288.750000 Penalty: 5023.622070
	Iteration 13Q: 3 clusters Score -2150289 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2150442.750000 Penalty: 5023.622070
	Iteration 14Q: 3 clusters Score -2150443 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2150531.750000 Penalty: 5023.622070
	Iteration 15Q: 3 clusters Score -2150532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2150566.500000 Penalty: 5023.622070
	Iteration 16Q: 3 clusters Score -2150566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2150587.500000 Penalty: 5023.622070
	Iteration 17Q: 3 clusters Score -2150588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2150613.500000 Penalty: 5023.622070
	Iteration 18Q: 3 clusters Score -2150614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2150630.500000 Penalty: 5023.622070
	Iteration 19Q: 3 clusters Score -2150630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2150646.750000 Penalty: 5023.622070
	Iteration 20F: 3 clusters Score -2150647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2150657.000000 Penalty: 5023.622070
	Iteration 21Q: 3 clusters Score -2150657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2150659.000000 Penalty: 5023.622070
	Iteration 22Q: 3 clusters Score -2150659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2150663.250000 Penalty: 5023.622070
	Iteration 23Q: 3 clusters Score -2150663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2150664.250000 Penalty: 5023.622070
	Iteration 24Q: 3 clusters Score -2150664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2150664.500000 Penalty: 5023.622070
	Iteration 25Q: 3 clusters Score -2150664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2150664.500000 Penalty: 5023.622070
	Iteration 26Q: 3 clusters Score -2150664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2150664.500000 Penalty: 5023.622070
	Iteration 27F: 3 clusters Score -2150664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Entering Unmasked Estep 
Score: -1935792.000000 Penalty: 2483.815918
	Iteration 0F: 2 clusters Score -1935792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1920128.625000 Penalty: 4967.631836
	Iteration 0F: 3 clusters Score -1920129 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1925537.625000 Penalty: 4967.631836
	Iteration 1F: 3 clusters Score -1925538 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1925921.000000 Penalty: 4967.631836
	Iteration 2Q: 3 clusters Score -1925921 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1926250.500000 Penalty: 4967.631836
	Iteration 3Q: 3 clusters Score -1926250 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1926531.750000 Penalty: 4967.631836
	Iteration 4Q: 3 clusters Score -1926532 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1926814.000000 Penalty: 4967.631836
	Iteration 5Q: 3 clusters Score -1926814 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1927201.250000 Penalty: 4967.631836
	Iteration 6Q: 3 clusters Score -1927201 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1927773.000000 Penalty: 4967.631836
	Iteration 7Q: 3 clusters Score -1927773 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1928589.000000 Penalty: 4967.631836
	Iteration 8F: 3 clusters Score -1928589 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1929613.750000 Penalty: 4967.631836
	Iteration 9F: 3 clusters Score -1929614 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1930780.125000 Penalty: 4967.631836
	Iteration 10F: 3 clusters Score -1930780 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1931818.500000 Penalty: 4967.631836
	Iteration 11F: 3 clusters Score -1931818 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -1932558.375000 Penalty: 4967.631836
	Iteration 12Q: 3 clusters Score -1932558 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1933031.500000 Penalty: 4967.631836
	Iteration 13Q: 3 clusters Score -1933032 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -1933355.625000 Penalty: 4967.631836
	Iteration 14Q: 3 clusters Score -1933356 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -1933513.875000 Penalty: 4967.631836
	Iteration 15Q: 3 clusters Score -1933514 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -1933605.625000 Penalty: 4967.631836
	Iteration 16Q: 3 clusters Score -1933606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -1933665.375000 Penalty: 4967.631836
	Iteration 17Q: 3 clusters Score -1933665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1933704.000000 Penalty: 4967.631836
	Iteration 18Q: 3 clusters Score -1933704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -1933721.000000 Penalty: 4967.631836
	Iteration 19Q: 3 clusters Score -1933721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1933741.875000 Penalty: 4967.631836
	Iteration 20F: 3 clusters Score -1933742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -1933764.875000 Penalty: 4967.631836
	Iteration 21Q: 3 clusters Score -1933765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -1933776.375000 Penalty: 4967.631836
	Iteration 22Q: 3 clusters Score -1933776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -1933792.750000 Penalty: 4967.631836
	Iteration 23Q: 3 clusters Score -1933793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -1933800.000000 Penalty: 4967.631836
	Iteration 24Q: 3 clusters Score -1933800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -1933809.875000 Penalty: 4967.631836
	Iteration 25Q: 3 clusters Score -1933810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -1933824.000000 Penalty: 4967.631836
	Iteration 26Q: 3 clusters Score -1933824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -1933831.000000 Penalty: 4967.631836
	Iteration 27Q: 3 clusters Score -1933831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1933836.125000 Penalty: 4967.631836
	Iteration 28Q: 3 clusters Score -1933836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -1933841.125000 Penalty: 4967.631836
	Iteration 29Q: 3 clusters Score -1933841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -1933849.125000 Penalty: 4967.631836
	Iteration 30Q: 3 clusters Score -1933849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -1933854.250000 Penalty: 4967.631836
	Iteration 31Q: 3 clusters Score -1933854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -1933854.500000 Penalty: 4967.631836
	Iteration 32Q: 3 clusters Score -1933854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1933852.875000 Penalty: 4967.631836
	Iteration 33Q: 3 clusters Score -1933853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1933852.875000 Penalty: 4967.631836
	Iteration 34F: 3 clusters Score -1933853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Entering Unmasked Estep 
Score: -1417222.375000 Penalty: 2407.589111
	Iteration 0F: 2 clusters Score -1417222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1405467.250000 Penalty: 4815.178223
	Iteration 0F: 3 clusters Score -1405467 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1409410.250000 Penalty: 4815.178223
	Iteration 1F: 3 clusters Score -1409410 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1409979.750000 Penalty: 4815.178223
	Iteration 2F: 3 clusters Score -1409980 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1410525.750000 Penalty: 4815.178223
	Iteration 3F: 3 clusters Score -1410526 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1411062.750000 Penalty: 4815.178223
	Iteration 4F: 3 clusters Score -1411063 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1411634.500000 Penalty: 4815.178223
	Iteration 5F: 3 clusters Score -1411634 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1412180.625000 Penalty: 4815.178223
	Iteration 6F: 3 clusters Score -1412181 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1412742.375000 Penalty: 4815.178223
	Iteration 7F: 3 clusters Score -1412742 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1413172.125000 Penalty: 4815.178223
	Iteration 8Q: 3 clusters Score -1413172 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1413540.500000 Penalty: 4815.178223
	Iteration 9Q: 3 clusters Score -1413540 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1413874.125000 Penalty: 4815.178223
	Iteration 10Q: 3 clusters Score -1413874 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1414152.875000 Penalty: 4815.178223
	Iteration 11Q: 3 clusters Score -1414153 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1414361.125000 Penalty: 4815.178223
	Iteration 12Q: 3 clusters Score -1414361 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1414548.250000 Penalty: 4815.178223
	Iteration 13Q: 3 clusters Score -1414548 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1414682.875000 Penalty: 4815.178223
	Iteration 14Q: 3 clusters Score -1414683 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1414786.375000 Penalty: 4815.178223
	Iteration 15Q: 3 clusters Score -1414786 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1414871.750000 Penalty: 4815.178223
	Iteration 16Q: 3 clusters Score -1414872 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1414934.750000 Penalty: 4815.178223
	Iteration 17Q: 3 clusters Score -1414935 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1414994.000000 Penalty: 4815.178223
	Iteration 18Q: 3 clusters Score -1414994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1415025.875000 Penalty: 4815.178223
	Iteration 19Q: 3 clusters Score -1415026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1415060.500000 Penalty: 4815.178223
	Iteration 20F: 3 clusters Score -1415060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1415081.750000 Penalty: 4815.178223
	Iteration 21Q: 3 clusters Score -1415082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1415108.125000 Penalty: 4815.178223
	Iteration 22Q: 3 clusters Score -1415108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1415122.250000 Penalty: 4815.178223
	Iteration 23Q: 3 clusters Score -1415122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1415136.250000 Penalty: 4815.178223
	Iteration 24Q: 3 clusters Score -1415136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1415147.375000 Penalty: 4815.178223
	Iteration 25Q: 3 clusters Score -1415147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1415162.625000 Penalty: 4815.178223
	Iteration 26Q: 3 clusters Score -1415163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1415168.625000 Penalty: 4815.178223
	Iteration 27Q: 3 clusters Score -1415169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1415172.250000 Penalty: 4815.178223
	Iteration 28Q: 3 clusters Score -1415172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1415188.375000 Penalty: 4815.178223
	Iteration 29Q: 3 clusters Score -1415188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1415200.500000 Penalty: 4815.178223
	Iteration 30Q: 3 clusters Score -1415200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1415213.000000 Penalty: 4815.178223
	Iteration 31Q: 3 clusters Score -1415213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1415219.750000 Penalty: 4815.178223
	Iteration 32Q: 3 clusters Score -1415220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1415231.125000 Penalty: 4815.178223
	Iteration 33Q: 3 clusters Score -1415231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1415233.500000 Penalty: 4815.178223
	Iteration 34Q: 3 clusters Score -1415234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1415234.625000 Penalty: 4815.178223
	Iteration 35Q: 3 clusters Score -1415235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1415235.625000 Penalty: 4815.178223
	Iteration 36Q: 3 clusters Score -1415236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1415239.500000 Penalty: 4815.178223
	Iteration 37Q: 3 clusters Score -1415240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1415240.125000 Penalty: 4815.178223
	Iteration 38Q: 3 clusters Score -1415240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1415245.875000 Penalty: 4815.178223
	Iteration 39Q: 3 clusters Score -1415246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1415255.500000 Penalty: 4815.178223
	Iteration 40F: 3 clusters Score -1415256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1415257.875000 Penalty: 4815.178223
	Iteration 41Q: 3 clusters Score -1415258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1415259.750000 Penalty: 4815.178223
	Iteration 42Q: 3 clusters Score -1415260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1415261.125000 Penalty: 4815.178223
	Iteration 43Q: 3 clusters Score -1415261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1415266.250000 Penalty: 4815.178223
	Iteration 44Q: 3 clusters Score -1415266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1415268.875000 Penalty: 4815.178223
	Iteration 45Q: 3 clusters Score -1415269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1415273.000000 Penalty: 4815.178223
	Iteration 46Q: 3 clusters Score -1415273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1415273.375000 Penalty: 4815.178223
	Iteration 47Q: 3 clusters Score -1415273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1415275.000000 Penalty: 4815.178223
	Iteration 48Q: 3 clusters Score -1415275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1415274.750000 Penalty: 4815.178223
	Iteration 49Q: 3 clusters Score -1415275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1415275.000000 Penalty: 4815.178223
	Iteration 50Q: 3 clusters Score -1415275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1415275.250000 Penalty: 4815.178223
	Iteration 51Q: 3 clusters Score -1415275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1415274.750000 Penalty: 4815.178223
	Iteration 52Q: 3 clusters Score -1415275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1415276.625000 Penalty: 4815.178223
	Iteration 53Q: 3 clusters Score -1415277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1415276.625000 Penalty: 4815.178223
	Iteration 54F: 3 clusters Score -1415277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -323380.750000 Penalty: 2074.513672
	Iteration 0F: 2 clusters Score -323380.8 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 2182 members 
Entering Unmasked Estep 
Score: -319302.937500 Penalty: 4149.027344
	Iteration 0F: 3 clusters Score -319302.9 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -320326.500000 Penalty: 4149.027344
	Iteration 1F: 3 clusters Score -320326.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -320558.500000 Penalty: 4149.027344
	Iteration 2F: 3 clusters Score -320558.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -320718.812500 Penalty: 4149.027344
	Iteration 3F: 3 clusters Score -320718.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -320853.343750 Penalty: 4149.027344
	Iteration 4Q: 3 clusters Score -320853.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -320957.937500 Penalty: 4149.027344
	Iteration 5Q: 3 clusters Score -320957.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -321031.281250 Penalty: 4149.027344
	Iteration 6Q: 3 clusters Score -321031.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -321095.281250 Penalty: 4149.027344
	Iteration 7Q: 3 clusters Score -321095.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -321143.812500 Penalty: 4149.027344
	Iteration 8Q: 3 clusters Score -321143.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -321187.843750 Penalty: 4149.027344
	Iteration 9Q: 3 clusters Score -321187.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -321222.468750 Penalty: 4149.027344
	Iteration 10Q: 3 clusters Score -321222.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -321255.000000 Penalty: 4149.027344
	Iteration 11Q: 3 clusters Score -321255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -321278.593750 Penalty: 4149.027344
	Iteration 12Q: 3 clusters Score -321278.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -321299.312500 Penalty: 4149.027344
	Iteration 13Q: 3 clusters Score -321299.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -321311.718750 Penalty: 4149.027344
	Iteration 14Q: 3 clusters Score -321311.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -321323.250000 Penalty: 4149.027344
	Iteration 15Q: 3 clusters Score -321323.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -321330.781250 Penalty: 4149.027344
	Iteration 16Q: 3 clusters Score -321330.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -321335.156250 Penalty: 4149.027344
	Iteration 17Q: 3 clusters Score -321335.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -321340.843750 Penalty: 4149.027344
	Iteration 18Q: 3 clusters Score -321340.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -321346.687500 Penalty: 4149.027344
	Iteration 19Q: 3 clusters Score -321346.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -321352.250000 Penalty: 4149.027344
	Iteration 20F: 3 clusters Score -321352.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -321357.156250 Penalty: 4149.027344
	Iteration 21Q: 3 clusters Score -321357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -321362.687500 Penalty: 4149.027344
	Iteration 22Q: 3 clusters Score -321362.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -321367.718750 Penalty: 4149.027344
	Iteration 23Q: 3 clusters Score -321367.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -321372.625000 Penalty: 4149.027344
	Iteration 24Q: 3 clusters Score -321372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -321376.312500 Penalty: 4149.027344
	Iteration 25Q: 3 clusters Score -321376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -321378.843750 Penalty: 4149.027344
	Iteration 26Q: 3 clusters Score -321378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -321380.343750 Penalty: 4149.027344
	Iteration 27Q: 3 clusters Score -321380.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -321383.406250 Penalty: 4149.027344
	Iteration 28Q: 3 clusters Score -321383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -321385.031250 Penalty: 4149.027344
	Iteration 29Q: 3 clusters Score -321385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -321386.250000 Penalty: 4149.027344
	Iteration 30Q: 3 clusters Score -321386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -321387.812500 Penalty: 4149.027344
	Iteration 31Q: 3 clusters Score -321387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -321388.781250 Penalty: 4149.027344
	Iteration 32Q: 3 clusters Score -321388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -321390.937500 Penalty: 4149.027344
	Iteration 33Q: 3 clusters Score -321390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -321390.468750 Penalty: 4149.027344
	Iteration 34Q: 3 clusters Score -321390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -321390.687500 Penalty: 4149.027344
	Iteration 35Q: 3 clusters Score -321390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -321391.656250 Penalty: 4149.027344
	Iteration 36Q: 3 clusters Score -321391.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -321392.375000 Penalty: 4149.027344
	Iteration 37Q: 3 clusters Score -321392.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -321392.375000 Penalty: 4149.027344
	Iteration 38F: 3 clusters Score -321392.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (102353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Entering Unmasked Estep 
Score: -8729727.000000 Penalty: 2860.973389
	Iteration 0F: 2 clusters Score -8729727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -8661343.000000 Penalty: 5721.946777
	Iteration 0F: 3 clusters Score -8661343 nChanged 48266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -8689092.000000 Penalty: 5721.946777
	Iteration 1F: 3 clusters Score -8689092 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -8690087.000000 Penalty: 5721.946777
	Iteration 2Q: 3 clusters Score -8690087 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -8690870.000000 Penalty: 5721.946777
	Iteration 3Q: 3 clusters Score -8690870 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -8691788.000000 Penalty: 5721.946777
	Iteration 4Q: 3 clusters Score -8691788 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -8692745.000000 Penalty: 5721.946777
	Iteration 5Q: 3 clusters Score -8692745 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -8693671.000000 Penalty: 5721.946777
	Iteration 6Q: 3 clusters Score -8693671 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -8694738.000000 Penalty: 5721.946777
	Iteration 7Q: 3 clusters Score -8694738 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -8695805.000000 Penalty: 5721.946777
	Iteration 8Q: 3 clusters Score -8695805 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -8697119.000000 Penalty: 5721.946777
	Iteration 9Q: 3 clusters Score -8697119 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -8698655.000000 Penalty: 5721.946777
	Iteration 10Q: 3 clusters Score -8698655 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -8700239.000000 Penalty: 5721.946777
	Iteration 11Q: 3 clusters Score -8700239 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -8701890.000000 Penalty: 5721.946777
	Iteration 12Q: 3 clusters Score -8701890 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -8703949.000000 Penalty: 5721.946777
	Iteration 13Q: 3 clusters Score -8703949 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -8706261.000000 Penalty: 5721.946777
	Iteration 14Q: 3 clusters Score -8706261 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -8708927.000000 Penalty: 5721.946777
	Iteration 15Q: 3 clusters Score -8708927 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -8711898.000000 Penalty: 5721.946777
	Iteration 16F: 3 clusters Score -8711898 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -8715139.000000 Penalty: 5721.946777
	Iteration 17F: 3 clusters Score -8715139 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -8718435.000000 Penalty: 5721.946777
	Iteration 18F: 3 clusters Score -8718435 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -8721615.000000 Penalty: 5721.946777
	Iteration 19Q: 3 clusters Score -8721615 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
Score: -8724010.000000 Penalty: 5721.946777
	Iteration 20F: 3 clusters Score -8724010 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -8725418.000000 Penalty: 5721.946777
	Iteration 21Q: 3 clusters Score -8725418 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -8726186.000000 Penalty: 5721.946777
	Iteration 22Q: 3 clusters Score -8726186 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -8726609.000000 Penalty: 5721.946777
	Iteration 23Q: 3 clusters Score -8726609 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -8726863.000000 Penalty: 5721.946777
	Iteration 24Q: 3 clusters Score -8726863 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -8727011.000000 Penalty: 5721.946777
	Iteration 25Q: 3 clusters Score -8727011 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 101595 members 
Entering Unmasked Estep 
Score: -8727090.000000 Penalty: 5721.946777
	Iteration 26Q: 3 clusters Score -8727090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -8727145.000000 Penalty: 5721.946777
	Iteration 27Q: 3 clusters Score -8727145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -8727209.000000 Penalty: 5721.946777
	Iteration 28Q: 3 clusters Score -8727209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -8727248.000000 Penalty: 5721.946777
	Iteration 29Q: 3 clusters Score -8727248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -8727267.000000 Penalty: 5721.946777
	Iteration 30Q: 3 clusters Score -8727267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -8727279.000000 Penalty: 5721.946777
	Iteration 31Q: 3 clusters Score -8727279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
Score: -8727284.000000 Penalty: 5721.946777
	Iteration 32Q: 3 clusters Score -8727284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -8727289.000000 Penalty: 5721.946777
	Iteration 33Q: 3 clusters Score -8727289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 101790 members 
Entering Unmasked Estep 
Score: -8727297.000000 Penalty: 5721.946777
	Iteration 34Q: 3 clusters Score -8727297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -8727304.000000 Penalty: 5721.946777
	Iteration 35Q: 3 clusters Score -8727304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 101798 members 
Entering Unmasked Estep 
Score: -8727308.000000 Penalty: 5721.946777
	Iteration 36Q: 3 clusters Score -8727308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -8727308.000000 Penalty: 5721.946777
	Iteration 37Q: 3 clusters Score -8727308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 101810 members 
Entering Unmasked Estep 
Score: -8727309.000000 Penalty: 5721.946777
	Iteration 38Q: 3 clusters Score -8727309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -8727319.000000 Penalty: 5721.946777
	Iteration 39Q: 3 clusters Score -8727319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -8727321.000000 Penalty: 5721.946777
	Iteration 40F: 3 clusters Score -8727321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 101823 members 
Entering Unmasked Estep 
Score: -8727322.000000 Penalty: 5721.946777
	Iteration 41Q: 3 clusters Score -8727322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -8727328.000000 Penalty: 5721.946777
	Iteration 42Q: 3 clusters Score -8727328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -8727335.000000 Penalty: 5721.946777
	Iteration 43Q: 3 clusters Score -8727335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -8727334.000000 Penalty: 5721.946777
	Iteration 44Q: 3 clusters Score -8727334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -8727340.000000 Penalty: 5721.946777
	Iteration 45Q: 3 clusters Score -8727340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 101827 members 
Entering Unmasked Estep 
Score: -8727333.000000 Penalty: 5721.946777
	Iteration 46Q: 3 clusters Score -8727333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 101828 members 
Entering Unmasked Estep 
Score: -8727341.000000 Penalty: 5721.946777
	Iteration 47Q: 3 clusters Score -8727341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 101829 members 
Entering Unmasked Estep 
Score: -8727344.000000 Penalty: 5721.946777
	Iteration 48Q: 3 clusters Score -8727344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 101829 members 
Entering Unmasked Estep 
Score: -8727344.000000 Penalty: 5721.946777
	Iteration 49F: 3 clusters Score -8727344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Entering Unmasked Estep 
Score: -1027468.937500 Penalty: 2328.220215
	Iteration 0F: 2 clusters Score -1027469 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 5965 members 
Entering Unmasked Estep 
Score: -1018538.062500 Penalty: 4656.440430
	Iteration 0F: 3 clusters Score -1018538 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1021106.562500 Penalty: 4656.440430
	Iteration 1F: 3 clusters Score -1021107 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1021413.937500 Penalty: 4656.440430
	Iteration 2F: 3 clusters Score -1021414 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1021653.437500 Penalty: 4656.440430
	Iteration 3Q: 3 clusters Score -1021653 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1021823.687500 Penalty: 4656.440430
	Iteration 4Q: 3 clusters Score -1021824 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1021941.562500 Penalty: 4656.440430
	Iteration 5Q: 3 clusters Score -1021942 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1022034.062500 Penalty: 4656.440430
	Iteration 6Q: 3 clusters Score -1022034 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1022114.812500 Penalty: 4656.440430
	Iteration 7Q: 3 clusters Score -1022115 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1022176.625000 Penalty: 4656.440430
	Iteration 8Q: 3 clusters Score -1022177 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1022229.375000 Penalty: 4656.440430
	Iteration 9Q: 3 clusters Score -1022229 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1022278.750000 Penalty: 4656.440430
	Iteration 10Q: 3 clusters Score -1022279 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1022324.500000 Penalty: 4656.440430
	Iteration 11Q: 3 clusters Score -1022324 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1022371.000000 Penalty: 4656.440430
	Iteration 12Q: 3 clusters Score -1022371 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1022409.375000 Penalty: 4656.440430
	Iteration 13Q: 3 clusters Score -1022409 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1022446.437500 Penalty: 4656.440430
	Iteration 14Q: 3 clusters Score -1022446 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1022484.250000 Penalty: 4656.440430
	Iteration 15Q: 3 clusters Score -1022484 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1022510.750000 Penalty: 4656.440430
	Iteration 16Q: 3 clusters Score -1022511 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1022535.750000 Penalty: 4656.440430
	Iteration 17Q: 3 clusters Score -1022536 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1022562.187500 Penalty: 4656.440430
	Iteration 18Q: 3 clusters Score -1022562 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1022582.625000 Penalty: 4656.440430
	Iteration 19Q: 3 clusters Score -1022583 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1022603.250000 Penalty: 4656.440430
	Iteration 20F: 3 clusters Score -1022603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1022623.250000 Penalty: 4656.440430
	Iteration 21Q: 3 clusters Score -1022623 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1022639.687500 Penalty: 4656.440430
	Iteration 22Q: 3 clusters Score -1022640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1022661.875000 Penalty: 4656.440430
	Iteration 23Q: 3 clusters Score -1022662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1022681.000000 Penalty: 4656.440430
	Iteration 24Q: 3 clusters Score -1022681 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1022702.625000 Penalty: 4656.440430
	Iteration 25Q: 3 clusters Score -1022703 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1022725.562500 Penalty: 4656.440430
	Iteration 26Q: 3 clusters Score -1022726 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1022754.750000 Penalty: 4656.440430
	Iteration 27Q: 3 clusters Score -1022755 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1022780.375000 Penalty: 4656.440430
	Iteration 28Q: 3 clusters Score -1022780 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1022813.875000 Penalty: 4656.440430
	Iteration 29Q: 3 clusters Score -1022814 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1022845.750000 Penalty: 4656.440430
	Iteration 30Q: 3 clusters Score -1022846 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1022881.750000 Penalty: 4656.440430
	Iteration 31Q: 3 clusters Score -1022882 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1022932.312500 Penalty: 4656.440430
	Iteration 32Q: 3 clusters Score -1022932 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1022993.125000 Penalty: 4656.440430
	Iteration 33Q: 3 clusters Score -1022993 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1023076.937500 Penalty: 4656.440430
	Iteration 34Q: 3 clusters Score -1023077 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1023192.875000 Penalty: 4656.440430
	Iteration 35Q: 3 clusters Score -1023193 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1023334.937500 Penalty: 4656.440430
	Iteration 36Q: 3 clusters Score -1023335 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1023510.750000 Penalty: 4656.440430
	Iteration 37Q: 3 clusters Score -1023511 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1023721.250000 Penalty: 4656.440430
	Iteration 38Q: 3 clusters Score -1023721 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1023991.375000 Penalty: 4656.440430
	Iteration 39Q: 3 clusters Score -1023991 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1024299.875000 Penalty: 4656.440430
	Iteration 40F: 3 clusters Score -1024300 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1024578.250000 Penalty: 4656.440430
	Iteration 41Q: 3 clusters Score -1024578 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1024785.375000 Penalty: 4656.440430
	Iteration 42Q: 3 clusters Score -1024785 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1024941.437500 Penalty: 4656.440430
	Iteration 43Q: 3 clusters Score -1024941 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1025082.000000 Penalty: 4656.440430
	Iteration 44Q: 3 clusters Score -1025082 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1025241.000000 Penalty: 4656.440430
	Iteration 45Q: 3 clusters Score -1025241 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1025366.000000 Penalty: 4656.440430
	Iteration 46Q: 3 clusters Score -1025366 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1025437.000000 Penalty: 4656.440430
	Iteration 47Q: 3 clusters Score -1025437 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1025483.312500 Penalty: 4656.440430
	Iteration 48Q: 3 clusters Score -1025483 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1025522.750000 Penalty: 4656.440430
	Iteration 49Q: 3 clusters Score -1025523 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1025544.500000 Penalty: 4656.440430
	Iteration 50Q: 3 clusters Score -1025544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1025564.187500 Penalty: 4656.440430
	Iteration 51Q: 3 clusters Score -1025564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1025574.687500 Penalty: 4656.440430
	Iteration 52Q: 3 clusters Score -1025575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1025581.062500 Penalty: 4656.440430
	Iteration 53Q: 3 clusters Score -1025581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1025587.375000 Penalty: 4656.440430
	Iteration 54Q: 3 clusters Score -1025587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1025592.875000 Penalty: 4656.440430
	Iteration 55Q: 3 clusters Score -1025593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1025597.937500 Penalty: 4656.440430
	Iteration 56Q: 3 clusters Score -1025598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1025601.687500 Penalty: 4656.440430
	Iteration 57Q: 3 clusters Score -1025602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1025602.062500 Penalty: 4656.440430
	Iteration 58Q: 3 clusters Score -1025602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1025601.187500 Penalty: 4656.440430
	Iteration 59Q: 3 clusters Score -1025601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1025602.375000 Penalty: 4656.440430
	Iteration 60F: 3 clusters Score -1025602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Entering Unmasked Estep 
Score: -1057576.625000 Penalty: 2333.031982
	Iteration 0F: 2 clusters Score -1057577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1048524.312500 Penalty: 4666.063965
	Iteration 0F: 3 clusters Score -1048524 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1051418.500000 Penalty: 4666.063965
	Iteration 1F: 3 clusters Score -1051418 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1051813.000000 Penalty: 4666.063965
	Iteration 2F: 3 clusters Score -1051813 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1052143.375000 Penalty: 4666.063965
	Iteration 3F: 3 clusters Score -1052143 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1052479.875000 Penalty: 4666.063965
	Iteration 4F: 3 clusters Score -1052480 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1052833.750000 Penalty: 4666.063965
	Iteration 5F: 3 clusters Score -1052834 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1053162.750000 Penalty: 4666.063965
	Iteration 6Q: 3 clusters Score -1053163 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1053452.750000 Penalty: 4666.063965
	Iteration 7Q: 3 clusters Score -1053453 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1053685.500000 Penalty: 4666.063965
	Iteration 8Q: 3 clusters Score -1053686 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1053875.875000 Penalty: 4666.063965
	Iteration 9Q: 3 clusters Score -1053876 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1054019.625000 Penalty: 4666.063965
	Iteration 10Q: 3 clusters Score -1054020 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1054124.750000 Penalty: 4666.063965
	Iteration 11Q: 3 clusters Score -1054125 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1054230.875000 Penalty: 4666.063965
	Iteration 12Q: 3 clusters Score -1054231 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1054329.625000 Penalty: 4666.063965
	Iteration 13Q: 3 clusters Score -1054330 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1054428.250000 Penalty: 4666.063965
	Iteration 14Q: 3 clusters Score -1054428 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1054511.375000 Penalty: 4666.063965
	Iteration 15Q: 3 clusters Score -1054511 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1054589.875000 Penalty: 4666.063965
	Iteration 16Q: 3 clusters Score -1054590 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1054644.375000 Penalty: 4666.063965
	Iteration 17Q: 3 clusters Score -1054644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1054694.125000 Penalty: 4666.063965
	Iteration 18Q: 3 clusters Score -1054694 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1054741.250000 Penalty: 4666.063965
	Iteration 19Q: 3 clusters Score -1054741 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1054786.750000 Penalty: 4666.063965
	Iteration 20F: 3 clusters Score -1054787 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1054827.125000 Penalty: 4666.063965
	Iteration 21Q: 3 clusters Score -1054827 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1054873.875000 Penalty: 4666.063965
	Iteration 22Q: 3 clusters Score -1054874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1054924.875000 Penalty: 4666.063965
	Iteration 23Q: 3 clusters Score -1054925 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1054962.125000 Penalty: 4666.063965
	Iteration 24Q: 3 clusters Score -1054962 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1055008.000000 Penalty: 4666.063965
	Iteration 25Q: 3 clusters Score -1055008 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1055051.625000 Penalty: 4666.063965
	Iteration 26Q: 3 clusters Score -1055052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1055091.750000 Penalty: 4666.063965
	Iteration 27Q: 3 clusters Score -1055092 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1055137.375000 Penalty: 4666.063965
	Iteration 28Q: 3 clusters Score -1055137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1055176.875000 Penalty: 4666.063965
	Iteration 29Q: 3 clusters Score -1055177 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1055215.750000 Penalty: 4666.063965
	Iteration 30Q: 3 clusters Score -1055216 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1055250.125000 Penalty: 4666.063965
	Iteration 31Q: 3 clusters Score -1055250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1055280.250000 Penalty: 4666.063965
	Iteration 32Q: 3 clusters Score -1055280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1055300.250000 Penalty: 4666.063965
	Iteration 33Q: 3 clusters Score -1055300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1055324.125000 Penalty: 4666.063965
	Iteration 34Q: 3 clusters Score -1055324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1055342.750000 Penalty: 4666.063965
	Iteration 35Q: 3 clusters Score -1055343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1055353.625000 Penalty: 4666.063965
	Iteration 36Q: 3 clusters Score -1055354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1055363.875000 Penalty: 4666.063965
	Iteration 37Q: 3 clusters Score -1055364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1055375.500000 Penalty: 4666.063965
	Iteration 38Q: 3 clusters Score -1055376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1055387.375000 Penalty: 4666.063965
	Iteration 39Q: 3 clusters Score -1055387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1055400.875000 Penalty: 4666.063965
	Iteration 40F: 3 clusters Score -1055401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1055414.000000 Penalty: 4666.063965
	Iteration 41Q: 3 clusters Score -1055414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1055428.625000 Penalty: 4666.063965
	Iteration 42Q: 3 clusters Score -1055429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1055439.875000 Penalty: 4666.063965
	Iteration 43Q: 3 clusters Score -1055440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1055457.000000 Penalty: 4666.063965
	Iteration 44Q: 3 clusters Score -1055457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1055477.125000 Penalty: 4666.063965
	Iteration 45Q: 3 clusters Score -1055477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1055489.250000 Penalty: 4666.063965
	Iteration 46Q: 3 clusters Score -1055489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1055501.125000 Penalty: 4666.063965
	Iteration 47Q: 3 clusters Score -1055501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1055512.375000 Penalty: 4666.063965
	Iteration 48Q: 3 clusters Score -1055512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1055522.750000 Penalty: 4666.063965
	Iteration 49Q: 3 clusters Score -1055523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1055533.875000 Penalty: 4666.063965
	Iteration 50Q: 3 clusters Score -1055534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1055543.250000 Penalty: 4666.063965
	Iteration 51Q: 3 clusters Score -1055543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1055555.000000 Penalty: 4666.063965
	Iteration 52Q: 3 clusters Score -1055555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1055566.000000 Penalty: 4666.063965
	Iteration 53Q: 3 clusters Score -1055566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1055572.250000 Penalty: 4666.063965
	Iteration 54Q: 3 clusters Score -1055572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1055580.500000 Penalty: 4666.063965
	Iteration 55Q: 3 clusters Score -1055580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1055590.125000 Penalty: 4666.063965
	Iteration 56Q: 3 clusters Score -1055590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1055606.250000 Penalty: 4666.063965
	Iteration 57Q: 3 clusters Score -1055606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1055613.250000 Penalty: 4666.063965
	Iteration 58Q: 3 clusters Score -1055613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1055617.000000 Penalty: 4666.063965
	Iteration 59Q: 3 clusters Score -1055617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1055619.250000 Penalty: 4666.063965
	Iteration 60F: 3 clusters Score -1055619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1055621.500000 Penalty: 4666.063965
	Iteration 61Q: 3 clusters Score -1055622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1055627.125000 Penalty: 4666.063965
	Iteration 62Q: 3 clusters Score -1055627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1055630.750000 Penalty: 4666.063965
	Iteration 63Q: 3 clusters Score -1055631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1055631.875000 Penalty: 4666.063965
	Iteration 64Q: 3 clusters Score -1055632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1055635.500000 Penalty: 4666.063965
	Iteration 65Q: 3 clusters Score -1055636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1055636.375000 Penalty: 4666.063965
	Iteration 66Q: 3 clusters Score -1055636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1055636.375000 Penalty: 4666.063965
	Iteration 67F: 3 clusters Score -1055636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Entering Unmasked Estep 
Score: -2037125.375000 Penalty: 2495.128906
	Iteration 0F: 2 clusters Score -2037125 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 11797 members 
Entering Unmasked Estep 
Score: -2020714.750000 Penalty: 4990.257812
	Iteration 0F: 3 clusters Score -2020715 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2026468.125000 Penalty: 4990.257812
	Iteration 1F: 3 clusters Score -2026468 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2026890.875000 Penalty: 4990.257812
	Iteration 2F: 3 clusters Score -2026891 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2027264.625000 Penalty: 4990.257812
	Iteration 3Q: 3 clusters Score -2027265 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2027633.500000 Penalty: 4990.257812
	Iteration 4Q: 3 clusters Score -2027634 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2028038.250000 Penalty: 4990.257812
	Iteration 5Q: 3 clusters Score -2028038 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2028541.500000 Penalty: 4990.257812
	Iteration 6Q: 3 clusters Score -2028542 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2029177.500000 Penalty: 4990.257812
	Iteration 7Q: 3 clusters Score -2029178 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2029916.375000 Penalty: 4990.257812
	Iteration 8Q: 3 clusters Score -2029916 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2030646.000000 Penalty: 4990.257812
	Iteration 9F: 3 clusters Score -2030646 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2031351.375000 Penalty: 4990.257812
	Iteration 10Q: 3 clusters Score -2031351 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2031866.875000 Penalty: 4990.257812
	Iteration 11Q: 3 clusters Score -2031867 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2032252.750000 Penalty: 4990.257812
	Iteration 12Q: 3 clusters Score -2032253 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2032554.000000 Penalty: 4990.257812
	Iteration 13Q: 3 clusters Score -2032554 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2032784.625000 Penalty: 4990.257812
	Iteration 14Q: 3 clusters Score -2032785 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2032943.375000 Penalty: 4990.257812
	Iteration 15Q: 3 clusters Score -2032943 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2033075.500000 Penalty: 4990.257812
	Iteration 16Q: 3 clusters Score -2033076 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2033192.750000 Penalty: 4990.257812
	Iteration 17Q: 3 clusters Score -2033193 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2033296.375000 Penalty: 4990.257812
	Iteration 18Q: 3 clusters Score -2033296 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2033377.875000 Penalty: 4990.257812
	Iteration 19Q: 3 clusters Score -2033378 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2033444.000000 Penalty: 4990.257812
	Iteration 20F: 3 clusters Score -2033444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2033505.500000 Penalty: 4990.257812
	Iteration 21Q: 3 clusters Score -2033506 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2033548.000000 Penalty: 4990.257812
	Iteration 22Q: 3 clusters Score -2033548 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2033614.250000 Penalty: 4990.257812
	Iteration 23Q: 3 clusters Score -2033614 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2033663.375000 Penalty: 4990.257812
	Iteration 24Q: 3 clusters Score -2033663 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2033707.500000 Penalty: 4990.257812
	Iteration 25Q: 3 clusters Score -2033708 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2033759.125000 Penalty: 4990.257812
	Iteration 26Q: 3 clusters Score -2033759 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2033822.625000 Penalty: 4990.257812
	Iteration 27Q: 3 clusters Score -2033823 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2033892.250000 Penalty: 4990.257812
	Iteration 28Q: 3 clusters Score -2033892 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2033972.500000 Penalty: 4990.257812
	Iteration 29Q: 3 clusters Score -2033972 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2034043.750000 Penalty: 4990.257812
	Iteration 30Q: 3 clusters Score -2034044 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2034117.500000 Penalty: 4990.257812
	Iteration 31Q: 3 clusters Score -2034118 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2034180.125000 Penalty: 4990.257812
	Iteration 32Q: 3 clusters Score -2034180 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2034252.125000 Penalty: 4990.257812
	Iteration 33Q: 3 clusters Score -2034252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2034312.000000 Penalty: 4990.257812
	Iteration 34Q: 3 clusters Score -2034312 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2034386.250000 Penalty: 4990.257812
	Iteration 35Q: 3 clusters Score -2034386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2034465.875000 Penalty: 4990.257812
	Iteration 36Q: 3 clusters Score -2034466 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2034539.875000 Penalty: 4990.257812
	Iteration 37Q: 3 clusters Score -2034540 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2034609.375000 Penalty: 4990.257812
	Iteration 38Q: 3 clusters Score -2034609 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2034677.250000 Penalty: 4990.257812
	Iteration 39Q: 3 clusters Score -2034677 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2034736.125000 Penalty: 4990.257812
	Iteration 40F: 3 clusters Score -2034736 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2034786.000000 Penalty: 4990.257812
	Iteration 41Q: 3 clusters Score -2034786 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2034835.250000 Penalty: 4990.257812
	Iteration 42Q: 3 clusters Score -2034835 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2034879.125000 Penalty: 4990.257812
	Iteration 43Q: 3 clusters Score -2034879 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2034916.500000 Penalty: 4990.257812
	Iteration 44Q: 3 clusters Score -2034916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2034966.250000 Penalty: 4990.257812
	Iteration 45Q: 3 clusters Score -2034966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2035017.500000 Penalty: 4990.257812
	Iteration 46Q: 3 clusters Score -2035018 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2035052.625000 Penalty: 4990.257812
	Iteration 47Q: 3 clusters Score -2035053 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2035092.000000 Penalty: 4990.257812
	Iteration 48Q: 3 clusters Score -2035092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2035137.750000 Penalty: 4990.257812
	Iteration 49Q: 3 clusters Score -2035138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2035170.000000 Penalty: 4990.257812
	Iteration 50Q: 3 clusters Score -2035170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2035198.125000 Penalty: 4990.257812
	Iteration 51Q: 3 clusters Score -2035198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2035222.500000 Penalty: 4990.257812
	Iteration 52Q: 3 clusters Score -2035222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2035243.250000 Penalty: 4990.257812
	Iteration 53Q: 3 clusters Score -2035243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2035261.875000 Penalty: 4990.257812
	Iteration 54Q: 3 clusters Score -2035262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2035270.250000 Penalty: 4990.257812
	Iteration 55Q: 3 clusters Score -2035270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2035289.875000 Penalty: 4990.257812
	Iteration 56Q: 3 clusters Score -2035290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2035300.750000 Penalty: 4990.257812
	Iteration 57Q: 3 clusters Score -2035301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2035312.625000 Penalty: 4990.257812
	Iteration 58Q: 3 clusters Score -2035313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2035319.500000 Penalty: 4990.257812
	Iteration 59Q: 3 clusters Score -2035320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2035332.250000 Penalty: 4990.257812
	Iteration 60F: 3 clusters Score -2035332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2035339.000000 Penalty: 4990.257812
	Iteration 61Q: 3 clusters Score -2035339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2035342.000000 Penalty: 4990.257812
	Iteration 62Q: 3 clusters Score -2035342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2035346.250000 Penalty: 4990.257812
	Iteration 63Q: 3 clusters Score -2035346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2035350.750000 Penalty: 4990.257812
	Iteration 64Q: 3 clusters Score -2035351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2035350.875000 Penalty: 4990.257812
	Iteration 65Q: 3 clusters Score -2035351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2035354.625000 Penalty: 4990.257812
	Iteration 66Q: 3 clusters Score -2035355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2035354.750000 Penalty: 4990.257812
	Iteration 67Q: 3 clusters Score -2035355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2035354.750000 Penalty: 4990.257812
	Iteration 68F: 3 clusters Score -2035355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12344 members 
Mstep: Class 4 contains 11212 members 
Mstep: Class 5 contains 4584 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 7 contains 8253 members 
Mstep: Class 8 contains 9986 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17152 members 
Mstep: Class 12 contains 8790 members 
Mstep: Class 13 contains 31250 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 4871 members 
Mstep: Class 17 contains 39962 members 
Mstep: Class 18 contains 11196 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 25033 members 
Mstep: Class 21 contains 8920 members 
Mstep: Class 22 contains 25041 members 
Mstep: Class 23 contains 22368 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 4294 members 
Mstep: Class 26 contains 102353 members 
Mstep: Class 27 contains 11944 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 23412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171276.000000 Penalty: 93856.703125
Iteration 119Q: 30 clusters Score -3.817128e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12349 members 
Mstep: Class 4 contains 11204 members 
Mstep: Class 5 contains 4549 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 9986 members 
Mstep: Class 9 contains 8084 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17150 members 
Mstep: Class 12 contains 8790 members 
Mstep: Class 13 contains 31212 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4614 members 
Mstep: Class 16 contains 4827 members 
Mstep: Class 17 contains 39904 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 25046 members 
Mstep: Class 21 contains 8920 members 
Mstep: Class 22 contains 25048 members 
Mstep: Class 23 contains 22378 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 102464 members 
Mstep: Class 27 contains 11979 members 
Mstep: Class 28 contains 12177 members 
Mstep: Class 29 contains 23414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171328.000000 Penalty: 93856.703125
Iteration 120F: 30 clusters Score -3.817133e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12355 members 
Mstep: Class 4 contains 11193 members 
Mstep: Class 5 contains 4530 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 9987 members 
Mstep: Class 9 contains 8083 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17148 members 
Mstep: Class 12 contains 8790 members 
Mstep: Class 13 contains 31181 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4614 members 
Mstep: Class 16 contains 4789 members 
Mstep: Class 17 contains 39860 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 25059 members 
Mstep: Class 21 contains 8921 members 
Mstep: Class 22 contains 25051 members 
Mstep: Class 23 contains 22383 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 4313 members 
Mstep: Class 26 contains 102582 members 
Mstep: Class 27 contains 12006 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 23414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171368.000000 Penalty: 93856.703125
Iteration 121Q: 30 clusters Score -3.817137e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12351 members 
Mstep: Class 4 contains 11184 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 7362 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17149 members 
Mstep: Class 12 contains 8790 members 
Mstep: Class 13 contains 31137 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4614 members 
Mstep: Class 16 contains 4752 members 
Mstep: Class 17 contains 39847 members 
Mstep: Class 18 contains 11226 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25073 members 
Mstep: Class 21 contains 8924 members 
Mstep: Class 22 contains 25052 members 
Mstep: Class 23 contains 22386 members 
Mstep: Class 24 contains 16403 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 102667 members 
Mstep: Class 27 contains 12030 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 23416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171344.000000 Penalty: 93856.703125
Iteration 122Q: 30 clusters Score -3.817134e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12351 members 
Mstep: Class 4 contains 11187 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 6 contains 7352 members 
Mstep: Class 7 contains 8206 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8099 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17150 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 31086 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4614 members 
Mstep: Class 16 contains 4717 members 
Mstep: Class 17 contains 39829 members 
Mstep: Class 18 contains 11241 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25093 members 
Mstep: Class 21 contains 8925 members 
Mstep: Class 22 contains 25051 members 
Mstep: Class 23 contains 22389 members 
Mstep: Class 24 contains 16386 members 
Mstep: Class 25 contains 4332 members 
Mstep: Class 26 contains 102746 members 
Mstep: Class 27 contains 12054 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 23419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171432.000000 Penalty: 93856.703125
Iteration 123Q: 30 clusters Score -3.817143e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12344 members 
Mstep: Class 4 contains 11185 members 
Mstep: Class 5 contains 4505 members 
Mstep: Class 6 contains 7348 members 
Mstep: Class 7 contains 8189 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8107 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17155 members 
Mstep: Class 12 contains 8792 members 
Mstep: Class 13 contains 31049 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4614 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 39814 members 
Mstep: Class 18 contains 11256 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25108 members 
Mstep: Class 21 contains 8923 members 
Mstep: Class 22 contains 25051 members 
Mstep: Class 23 contains 22392 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 4342 members 
Mstep: Class 26 contains 102793 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 23419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171428.000000 Penalty: 93856.703125
Iteration 124Q: 30 clusters Score -3.817143e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12344 members 
Mstep: Class 4 contains 11181 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 7343 members 
Mstep: Class 7 contains 8179 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17157 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 31022 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 39802 members 
Mstep: Class 18 contains 11262 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 25121 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 25056 members 
Mstep: Class 23 contains 22399 members 
Mstep: Class 24 contains 16362 members 
Mstep: Class 25 contains 4346 members 
Mstep: Class 26 contains 102838 members 
Mstep: Class 27 contains 12107 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 23420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171468.000000 Penalty: 93856.703125
Iteration 125Q: 30 clusters Score -3.817147e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12350 members 
Mstep: Class 4 contains 11177 members 
Mstep: Class 5 contains 4475 members 
Mstep: Class 6 contains 7334 members 
Mstep: Class 7 contains 8162 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8133 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17165 members 
Mstep: Class 12 contains 8787 members 
Mstep: Class 13 contains 31001 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 39803 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 25127 members 
Mstep: Class 21 contains 8921 members 
Mstep: Class 22 contains 25061 members 
Mstep: Class 23 contains 22402 members 
Mstep: Class 24 contains 16355 members 
Mstep: Class 25 contains 4345 members 
Mstep: Class 26 contains 102880 members 
Mstep: Class 27 contains 12126 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 23424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171548.000000 Penalty: 93856.703125
Iteration 126Q: 30 clusters Score -3.817155e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12351 members 
Mstep: Class 4 contains 11169 members 
Mstep: Class 5 contains 4470 members 
Mstep: Class 6 contains 7327 members 
Mstep: Class 7 contains 8135 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8161 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17165 members 
Mstep: Class 12 contains 8786 members 
Mstep: Class 13 contains 30969 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4600 members 
Mstep: Class 17 contains 39795 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 25140 members 
Mstep: Class 21 contains 8921 members 
Mstep: Class 22 contains 25068 members 
Mstep: Class 23 contains 22405 members 
Mstep: Class 24 contains 16348 members 
Mstep: Class 25 contains 4347 members 
Mstep: Class 26 contains 102914 members 
Mstep: Class 27 contains 12141 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 23424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171588.000000 Penalty: 93856.703125
Iteration 127Q: 30 clusters Score -3.817159e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 11158 members 
Mstep: Class 5 contains 4466 members 
Mstep: Class 6 contains 7322 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8181 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17167 members 
Mstep: Class 12 contains 8785 members 
Mstep: Class 13 contains 30929 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4581 members 
Mstep: Class 17 contains 39777 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 25158 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 25076 members 
Mstep: Class 23 contains 22407 members 
Mstep: Class 24 contains 16341 members 
Mstep: Class 25 contains 4348 members 
Mstep: Class 26 contains 102951 members 
Mstep: Class 27 contains 12156 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171648.000000 Penalty: 93856.703125
Iteration 128Q: 30 clusters Score -3.817165e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 11149 members 
Mstep: Class 5 contains 4456 members 
Mstep: Class 6 contains 7314 members 
Mstep: Class 7 contains 8087 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8186 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 8785 members 
Mstep: Class 13 contains 30903 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4559 members 
Mstep: Class 17 contains 39779 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 25174 members 
Mstep: Class 21 contains 8921 members 
Mstep: Class 22 contains 25081 members 
Mstep: Class 23 contains 22409 members 
Mstep: Class 24 contains 16345 members 
Mstep: Class 25 contains 4344 members 
Mstep: Class 26 contains 102981 members 
Mstep: Class 27 contains 12164 members 
Mstep: Class 28 contains 12179 members 
Mstep: Class 29 contains 23426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171616.000000 Penalty: 93856.703125
Iteration 129Q: 30 clusters Score -3.817162e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12373 members 
Mstep: Class 4 contains 11142 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 8070 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 8785 members 
Mstep: Class 13 contains 30880 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4537 members 
Mstep: Class 17 contains 39770 members 
Mstep: Class 18 contains 11360 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 25186 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 22410 members 
Mstep: Class 24 contains 16345 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 103003 members 
Mstep: Class 27 contains 12175 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171632.000000 Penalty: 93856.703125
Iteration 130Q: 30 clusters Score -3.817163e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12381 members 
Mstep: Class 4 contains 11133 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 7308 members 
Mstep: Class 7 contains 8051 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17179 members 
Mstep: Class 12 contains 8784 members 
Mstep: Class 13 contains 30839 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4513 members 
Mstep: Class 17 contains 39769 members 
Mstep: Class 18 contains 11375 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 25196 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 25095 members 
Mstep: Class 23 contains 22411 members 
Mstep: Class 24 contains 16345 members 
Mstep: Class 25 contains 4337 members 
Mstep: Class 26 contains 103024 members 
Mstep: Class 27 contains 12187 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171588.000000 Penalty: 93856.703125
Iteration 131Q: 30 clusters Score -3.817159e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12384 members 
Mstep: Class 4 contains 11124 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 17182 members 
Mstep: Class 12 contains 8781 members 
Mstep: Class 13 contains 30818 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4486 members 
Mstep: Class 17 contains 39756 members 
Mstep: Class 18 contains 11399 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 25207 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 25099 members 
Mstep: Class 23 contains 22414 members 
Mstep: Class 24 contains 16344 members 
Mstep: Class 25 contains 4333 members 
Mstep: Class 26 contains 103057 members 
Mstep: Class 27 contains 12193 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171708.000000 Penalty: 93856.703125
Iteration 132Q: 30 clusters Score -3.817171e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12387 members 
Mstep: Class 4 contains 11116 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 7307 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8232 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17181 members 
Mstep: Class 12 contains 8777 members 
Mstep: Class 13 contains 30784 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4468 members 
Mstep: Class 17 contains 39750 members 
Mstep: Class 18 contains 11435 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 25225 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 25103 members 
Mstep: Class 23 contains 22415 members 
Mstep: Class 24 contains 16338 members 
Mstep: Class 25 contains 4326 members 
Mstep: Class 26 contains 103092 members 
Mstep: Class 27 contains 12203 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171736.000000 Penalty: 93856.703125
Iteration 133Q: 30 clusters Score -3.817174e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12393 members 
Mstep: Class 4 contains 11112 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 7985 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17181 members 
Mstep: Class 12 contains 8772 members 
Mstep: Class 13 contains 30747 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4453 members 
Mstep: Class 17 contains 39737 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 25236 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 25106 members 
Mstep: Class 23 contains 22419 members 
Mstep: Class 24 contains 16331 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 103124 members 
Mstep: Class 27 contains 12214 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171708.000000 Penalty: 93856.703125
Iteration 134Q: 30 clusters Score -3.817171e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 11110 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 7304 members 
Mstep: Class 7 contains 7963 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8250 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 8768 members 
Mstep: Class 13 contains 30715 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4437 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 25250 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 25110 members 
Mstep: Class 23 contains 22422 members 
Mstep: Class 24 contains 16328 members 
Mstep: Class 25 contains 4319 members 
Mstep: Class 26 contains 103154 members 
Mstep: Class 27 contains 12225 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171792.000000 Penalty: 93856.703125
Iteration 135Q: 30 clusters Score -3.817179e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12393 members 
Mstep: Class 4 contains 11110 members 
Mstep: Class 5 contains 4436 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17177 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 30687 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4420 members 
Mstep: Class 17 contains 39729 members 
Mstep: Class 18 contains 11525 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25263 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 25107 members 
Mstep: Class 23 contains 22423 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 103175 members 
Mstep: Class 27 contains 12237 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171712.000000 Penalty: 93856.703125
Iteration 136Q: 30 clusters Score -3.817171e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12397 members 
Mstep: Class 4 contains 11109 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 7926 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 30657 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4409 members 
Mstep: Class 17 contains 39723 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25274 members 
Mstep: Class 21 contains 8924 members 
Mstep: Class 22 contains 25110 members 
Mstep: Class 23 contains 22422 members 
Mstep: Class 24 contains 16321 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 103194 members 
Mstep: Class 27 contains 12246 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171708.000000 Penalty: 93856.703125
Iteration 137Q: 30 clusters Score -3.817171e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 11109 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 7901 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17188 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 30626 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4399 members 
Mstep: Class 17 contains 39719 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25292 members 
Mstep: Class 21 contains 8926 members 
Mstep: Class 22 contains 25112 members 
Mstep: Class 23 contains 22422 members 
Mstep: Class 24 contains 16315 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 103212 members 
Mstep: Class 27 contains 12254 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171740.000000 Penalty: 93856.703125
Iteration 138Q: 30 clusters Score -3.817174e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 11106 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 7306 members 
Mstep: Class 7 contains 7889 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 30607 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 39708 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25308 members 
Mstep: Class 21 contains 8927 members 
Mstep: Class 22 contains 25109 members 
Mstep: Class 23 contains 22425 members 
Mstep: Class 24 contains 16311 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 103230 members 
Mstep: Class 27 contains 12259 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171712.000000 Penalty: 93856.703125
Iteration 139Q: 30 clusters Score -3.817171e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 11105 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 7306 members 
Mstep: Class 7 contains 7878 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17187 members 
Mstep: Class 12 contains 8757 members 
Mstep: Class 13 contains 30590 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 17 contains 39696 members 
Mstep: Class 18 contains 11596 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25319 members 
Mstep: Class 21 contains 8928 members 
Mstep: Class 22 contains 25113 members 
Mstep: Class 23 contains 22425 members 
Mstep: Class 24 contains 16304 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 103246 members 
Mstep: Class 27 contains 12265 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171720.000000 Penalty: 93856.703125
Iteration 140F: 30 clusters Score -3.817172e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 11105 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 7307 members 
Mstep: Class 7 contains 7874 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8247 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17187 members 
Mstep: Class 12 contains 8752 members 
Mstep: Class 13 contains 30565 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4386 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 11598 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25334 members 
Mstep: Class 21 contains 8932 members 
Mstep: Class 22 contains 25119 members 
Mstep: Class 23 contains 22425 members 
Mstep: Class 24 contains 16304 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 103256 members 
Mstep: Class 27 contains 12271 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171748.000000 Penalty: 93856.703125
Iteration 141Q: 30 clusters Score -3.817175e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 11105 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 7308 members 
Mstep: Class 7 contains 7872 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17185 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 30549 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4382 members 
Mstep: Class 17 contains 39689 members 
Mstep: Class 18 contains 11600 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25340 members 
Mstep: Class 21 contains 8935 members 
Mstep: Class 22 contains 25122 members 
Mstep: Class 23 contains 22424 members 
Mstep: Class 24 contains 16300 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 103270 members 
Mstep: Class 27 contains 12278 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171780.000000 Penalty: 93856.703125
Iteration 142Q: 30 clusters Score -3.817178e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 7308 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17185 members 
Mstep: Class 12 contains 8743 members 
Mstep: Class 13 contains 30528 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4379 members 
Mstep: Class 17 contains 39693 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25348 members 
Mstep: Class 21 contains 8937 members 
Mstep: Class 22 contains 25127 members 
Mstep: Class 23 contains 22423 members 
Mstep: Class 24 contains 16296 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 103278 members 
Mstep: Class 27 contains 12282 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171752.000000 Penalty: 93856.703125
Iteration 143Q: 30 clusters Score -3.817175e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 7 contains 7872 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 30507 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4378 members 
Mstep: Class 17 contains 39689 members 
Mstep: Class 18 contains 11618 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25353 members 
Mstep: Class 21 contains 8935 members 
Mstep: Class 22 contains 25131 members 
Mstep: Class 23 contains 22421 members 
Mstep: Class 24 contains 16293 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 103290 members 
Mstep: Class 27 contains 12286 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171720.000000 Penalty: 93856.703125
Iteration 144Q: 30 clusters Score -3.817172e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 7 contains 7867 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 30486 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4376 members 
Mstep: Class 17 contains 39688 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25359 members 
Mstep: Class 21 contains 8933 members 
Mstep: Class 22 contains 25135 members 
Mstep: Class 23 contains 22421 members 
Mstep: Class 24 contains 16291 members 
Mstep: Class 25 contains 4326 members 
Mstep: Class 26 contains 103299 members 
Mstep: Class 27 contains 12293 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171760.000000 Penalty: 93856.703125
Iteration 145Q: 30 clusters Score -3.817176e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 13 contains 30459 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4375 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 18 contains 11647 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25363 members 
Mstep: Class 21 contains 8935 members 
Mstep: Class 22 contains 25141 members 
Mstep: Class 23 contains 22421 members 
Mstep: Class 24 contains 16290 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 103305 members 
Mstep: Class 27 contains 12301 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171808.000000 Penalty: 93856.703125
Iteration 146Q: 30 clusters Score -3.817181e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7860 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8239 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17179 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 30438 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4374 members 
Mstep: Class 17 contains 39682 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 25366 members 
Mstep: Class 21 contains 8932 members 
Mstep: Class 22 contains 25152 members 
Mstep: Class 23 contains 22421 members 
Mstep: Class 24 contains 16288 members 
Mstep: Class 25 contains 4318 members 
Mstep: Class 26 contains 103316 members 
Mstep: Class 27 contains 12314 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171796.000000 Penalty: 93856.703125
Iteration 147Q: 30 clusters Score -3.81718e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12402 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8238 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17175 members 
Mstep: Class 12 contains 8715 members 
Mstep: Class 13 contains 30423 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4372 members 
Mstep: Class 17 contains 39676 members 
Mstep: Class 18 contains 11678 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 25368 members 
Mstep: Class 21 contains 8926 members 
Mstep: Class 22 contains 25158 members 
Mstep: Class 23 contains 22423 members 
Mstep: Class 24 contains 16283 members 
Mstep: Class 25 contains 4308 members 
Mstep: Class 26 contains 103328 members 
Mstep: Class 27 contains 12324 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171748.000000 Penalty: 93856.703125
Iteration 148Q: 30 clusters Score -3.817175e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12403 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 7 contains 7866 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8239 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 12 contains 8713 members 
Mstep: Class 13 contains 30399 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4368 members 
Mstep: Class 17 contains 39674 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 25381 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 25166 members 
Mstep: Class 23 contains 22428 members 
Mstep: Class 24 contains 16280 members 
Mstep: Class 25 contains 4302 members 
Mstep: Class 26 contains 103338 members 
Mstep: Class 27 contains 12329 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171796.000000 Penalty: 93856.703125
Iteration 149Q: 30 clusters Score -3.81718e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12399 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 7 contains 7864 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8238 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 30386 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4366 members 
Mstep: Class 17 contains 39673 members 
Mstep: Class 18 contains 11703 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 25391 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 25177 members 
Mstep: Class 23 contains 22430 members 
Mstep: Class 24 contains 16275 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 103345 members 
Mstep: Class 27 contains 12340 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171780.000000 Penalty: 93856.703125
Iteration 150Q: 30 clusters Score -3.817178e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 12398 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7849 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8239 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 30370 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4365 members 
Mstep: Class 17 contains 39671 members 
Mstep: Class 18 contains 11718 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 25398 members 
Mstep: Class 21 contains 8909 members 
Mstep: Class 22 contains 25187 members 
Mstep: Class 23 contains 22435 members 
Mstep: Class 24 contains 16271 members 
Mstep: Class 25 contains 4288 members 
Mstep: Class 26 contains 103352 members 
Mstep: Class 27 contains 12345 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171744.000000 Penalty: 93856.703125
Iteration 151Q: 30 clusters Score -3.817174e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 12397 members 
Mstep: Class 4 contains 11101 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7835 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8238 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17185 members 
Mstep: Class 12 contains 8703 members 
Mstep: Class 13 contains 30365 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4364 members 
Mstep: Class 17 contains 39666 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 3699 members 
Mstep: Class 20 contains 25401 members 
Mstep: Class 21 contains 8907 members 
Mstep: Class 22 contains 25199 members 
Mstep: Class 23 contains 22440 members 
Mstep: Class 24 contains 16266 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 103367 members 
Mstep: Class 27 contains 12353 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171788.000000 Penalty: 93856.703125
Iteration 152Q: 30 clusters Score -3.817179e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 12395 members 
Mstep: Class 4 contains 11101 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7835 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8240 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 30351 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 39672 members 
Mstep: Class 18 contains 11755 members 
Mstep: Class 19 contains 3702 members 
Mstep: Class 20 contains 25403 members 
Mstep: Class 21 contains 8906 members 
Mstep: Class 22 contains 25206 members 
Mstep: Class 23 contains 22443 members 
Mstep: Class 24 contains 16263 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 103371 members 
Mstep: Class 27 contains 12357 members 
Mstep: Class 28 contains 12182 members 
Mstep: Class 29 contains 23412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171800.000000 Penalty: 93856.703125
Iteration 153Q: 30 clusters Score -3.81718e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 12398 members 
Mstep: Class 4 contains 11100 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7822 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8238 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 8691 members 
Mstep: Class 13 contains 30331 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 39677 members 
Mstep: Class 18 contains 11769 members 
Mstep: Class 19 contains 3707 members 
Mstep: Class 20 contains 25411 members 
Mstep: Class 21 contains 8903 members 
Mstep: Class 22 contains 25215 members 
Mstep: Class 23 contains 22448 members 
Mstep: Class 24 contains 16260 members 
Mstep: Class 25 contains 4247 members 
Mstep: Class 26 contains 103378 members 
Mstep: Class 27 contains 12362 members 
Mstep: Class 28 contains 12182 members 
Mstep: Class 29 contains 23410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171756.000000 Penalty: 93856.703125
Iteration 154Q: 30 clusters Score -3.817176e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 12399 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7810 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 8234 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17181 members 
Mstep: Class 12 contains 8690 members 
Mstep: Class 13 contains 30310 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 39680 members 
Mstep: Class 18 contains 11786 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 25417 members 
Mstep: Class 21 contains 8901 members 
Mstep: Class 22 contains 25220 members 
Mstep: Class 23 contains 22456 members 
Mstep: Class 24 contains 16259 members 
Mstep: Class 25 contains 4244 members 
Mstep: Class 26 contains 103386 members 
Mstep: Class 27 contains 12367 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171728.000000 Penalty: 93856.703125
Iteration 155Q: 30 clusters Score -3.817173e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 12399 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 8689 members 
Mstep: Class 13 contains 30306 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4358 members 
Mstep: Class 17 contains 39681 members 
Mstep: Class 18 contains 11801 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 25420 members 
Mstep: Class 21 contains 8898 members 
Mstep: Class 22 contains 25228 members 
Mstep: Class 23 contains 22462 members 
Mstep: Class 24 contains 16254 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 103395 members 
Mstep: Class 27 contains 12373 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171736.000000 Penalty: 93856.703125
Iteration 156Q: 30 clusters Score -3.817174e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 12397 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 7768 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17185 members 
Mstep: Class 12 contains 8688 members 
Mstep: Class 13 contains 30284 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 17 contains 39679 members 
Mstep: Class 18 contains 11819 members 
Mstep: Class 19 contains 3708 members 
Mstep: Class 20 contains 25427 members 
Mstep: Class 21 contains 8895 members 
Mstep: Class 22 contains 25236 members 
Mstep: Class 23 contains 22466 members 
Mstep: Class 24 contains 16252 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 103408 members 
Mstep: Class 27 contains 12384 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171780.000000 Penalty: 93856.703125
Iteration 157Q: 30 clusters Score -3.817178e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 12398 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 7750 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 8686 members 
Mstep: Class 13 contains 30269 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 17 contains 39673 members 
Mstep: Class 18 contains 11835 members 
Mstep: Class 19 contains 3709 members 
Mstep: Class 20 contains 25433 members 
Mstep: Class 21 contains 8896 members 
Mstep: Class 22 contains 25244 members 
Mstep: Class 23 contains 22469 members 
Mstep: Class 24 contains 16248 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 103420 members 
Mstep: Class 27 contains 12389 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38171796.000000 Penalty: 93856.703125
Iteration 158Q: 30 clusters Score -3.81718e+07 nChanged 100
Entering ConstructFrom: 
Score: -38171796.000000 Penalty: 93856.703125
Entering ConstructFrom: 
Trying to split cluster 1 (4906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Entering Unmasked Estep 
Score: -415394.656250 Penalty: 2107.557129
	Iteration 0F: 2 clusters Score -415394.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -410950.250000 Penalty: 4215.114258
	Iteration 0F: 3 clusters Score -410950.2 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -411989.562500 Penalty: 4215.114258
	Iteration 1F: 3 clusters Score -411989.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -412231.437500 Penalty: 4215.114258
	Iteration 2F: 3 clusters Score -412231.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -412380.062500 Penalty: 4215.114258
	Iteration 3F: 3 clusters Score -412380.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -412473.687500 Penalty: 4215.114258
	Iteration 4Q: 3 clusters Score -412473.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -412558.031250 Penalty: 4215.114258
	Iteration 5Q: 3 clusters Score -412558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -412633.000000 Penalty: 4215.114258
	Iteration 6Q: 3 clusters Score -412633 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -412694.000000 Penalty: 4215.114258
	Iteration 7Q: 3 clusters Score -412694 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -412752.937500 Penalty: 4215.114258
	Iteration 8Q: 3 clusters Score -412752.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -412799.531250 Penalty: 4215.114258
	Iteration 9Q: 3 clusters Score -412799.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -412845.718750 Penalty: 4215.114258
	Iteration 10Q: 3 clusters Score -412845.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -412886.406250 Penalty: 4215.114258
	Iteration 11Q: 3 clusters Score -412886.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -412933.031250 Penalty: 4215.114258
	Iteration 12Q: 3 clusters Score -412933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -412979.593750 Penalty: 4215.114258
	Iteration 13Q: 3 clusters Score -412979.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -413017.625000 Penalty: 4215.114258
	Iteration 14Q: 3 clusters Score -413017.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -413059.843750 Penalty: 4215.114258
	Iteration 15Q: 3 clusters Score -413059.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -413098.500000 Penalty: 4215.114258
	Iteration 16Q: 3 clusters Score -413098.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -413126.187500 Penalty: 4215.114258
	Iteration 17Q: 3 clusters Score -413126.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -413154.875000 Penalty: 4215.114258
	Iteration 18Q: 3 clusters Score -413154.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -413175.687500 Penalty: 4215.114258
	Iteration 19Q: 3 clusters Score -413175.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -413193.937500 Penalty: 4215.114258
	Iteration 20F: 3 clusters Score -413193.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -413210.125000 Penalty: 4215.114258
	Iteration 21Q: 3 clusters Score -413210.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -413234.875000 Penalty: 4215.114258
	Iteration 22Q: 3 clusters Score -413234.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -413262.531250 Penalty: 4215.114258
	Iteration 23Q: 3 clusters Score -413262.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -413288.250000 Penalty: 4215.114258
	Iteration 24Q: 3 clusters Score -413288.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -413312.875000 Penalty: 4215.114258
	Iteration 25Q: 3 clusters Score -413312.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -413330.718750 Penalty: 4215.114258
	Iteration 26Q: 3 clusters Score -413330.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -413352.406250 Penalty: 4215.114258
	Iteration 27Q: 3 clusters Score -413352.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -413367.406250 Penalty: 4215.114258
	Iteration 28Q: 3 clusters Score -413367.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -413380.218750 Penalty: 4215.114258
	Iteration 29Q: 3 clusters Score -413380.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -413392.125000 Penalty: 4215.114258
	Iteration 30Q: 3 clusters Score -413392.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -413404.906250 Penalty: 4215.114258
	Iteration 31Q: 3 clusters Score -413404.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -413418.031250 Penalty: 4215.114258
	Iteration 32Q: 3 clusters Score -413418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -413429.031250 Penalty: 4215.114258
	Iteration 33Q: 3 clusters Score -413429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -413437.750000 Penalty: 4215.114258
	Iteration 34Q: 3 clusters Score -413437.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -413451.656250 Penalty: 4215.114258
	Iteration 35Q: 3 clusters Score -413451.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -413461.750000 Penalty: 4215.114258
	Iteration 36Q: 3 clusters Score -413461.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -413471.812500 Penalty: 4215.114258
	Iteration 37Q: 3 clusters Score -413471.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -413479.218750 Penalty: 4215.114258
	Iteration 38Q: 3 clusters Score -413479.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -413483.906250 Penalty: 4215.114258
	Iteration 39Q: 3 clusters Score -413483.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -413487.437500 Penalty: 4215.114258
	Iteration 40F: 3 clusters Score -413487.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -413491.000000 Penalty: 4215.114258
	Iteration 41Q: 3 clusters Score -413491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -413492.937500 Penalty: 4215.114258
	Iteration 42Q: 3 clusters Score -413492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -413493.875000 Penalty: 4215.114258
	Iteration 43Q: 3 clusters Score -413493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -413495.437500 Penalty: 4215.114258
	Iteration 44Q: 3 clusters Score -413495.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -413498.906250 Penalty: 4215.114258
	Iteration 45Q: 3 clusters Score -413498.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -413501.531250 Penalty: 4215.114258
	Iteration 46Q: 3 clusters Score -413501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -413502.500000 Penalty: 4215.114258
	Iteration 47Q: 3 clusters Score -413502.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -413504.031250 Penalty: 4215.114258
	Iteration 48Q: 3 clusters Score -413504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -413506.562500 Penalty: 4215.114258
	Iteration 49Q: 3 clusters Score -413506.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -413507.718750 Penalty: 4215.114258
	Iteration 50Q: 3 clusters Score -413507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -413508.468750 Penalty: 4215.114258
	Iteration 51Q: 3 clusters Score -413508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -413509.750000 Penalty: 4215.114258
	Iteration 52Q: 3 clusters Score -413509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -413511.750000 Penalty: 4215.114258
	Iteration 53Q: 3 clusters Score -413511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -413513.875000 Penalty: 4215.114258
	Iteration 54Q: 3 clusters Score -413513.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -413515.562500 Penalty: 4215.114258
	Iteration 55Q: 3 clusters Score -413515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -413519.531250 Penalty: 4215.114258
	Iteration 56Q: 3 clusters Score -413519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -413521.593750 Penalty: 4215.114258
	Iteration 57Q: 3 clusters Score -413521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -413523.531250 Penalty: 4215.114258
	Iteration 58Q: 3 clusters Score -413523.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -413526.000000 Penalty: 4215.114258
	Iteration 59Q: 3 clusters Score -413526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -413527.500000 Penalty: 4215.114258
	Iteration 60F: 3 clusters Score -413527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413528.343750 Penalty: 4215.114258
	Iteration 61Q: 3 clusters Score -413528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -413531.625000 Penalty: 4215.114258
	Iteration 62Q: 3 clusters Score -413531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -413533.781250 Penalty: 4215.114258
	Iteration 63Q: 3 clusters Score -413533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -413537.406250 Penalty: 4215.114258
	Iteration 64Q: 3 clusters Score -413537.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -413538.625000 Penalty: 4215.114258
	Iteration 65Q: 3 clusters Score -413538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -413539.125000 Penalty: 4215.114258
	Iteration 66Q: 3 clusters Score -413539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -413540.968750 Penalty: 4215.114258
	Iteration 67Q: 3 clusters Score -413541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -413542.375000 Penalty: 4215.114258
	Iteration 68Q: 3 clusters Score -413542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -413543.281250 Penalty: 4215.114258
	Iteration 69Q: 3 clusters Score -413543.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -413545.375000 Penalty: 4215.114258
	Iteration 70Q: 3 clusters Score -413545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -413546.125000 Penalty: 4215.114258
	Iteration 71Q: 3 clusters Score -413546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -413545.812500 Penalty: 4215.114258
	Iteration 72Q: 3 clusters Score -413545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -413547.343750 Penalty: 4215.114258
	Iteration 73Q: 3 clusters Score -413547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -413547.687500 Penalty: 4215.114258
	Iteration 74Q: 3 clusters Score -413547.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -413547.687500 Penalty: 4215.114258
	Iteration 75F: 3 clusters Score -413547.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Entering Unmasked Estep 
Score: -848054.187500 Penalty: 2278.977051
	Iteration 0F: 2 clusters Score -848054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -840493.562500 Penalty: 4557.954102
	Iteration 0F: 3 clusters Score -840493.6 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -842612.687500 Penalty: 4557.954102
	Iteration 1F: 3 clusters Score -842612.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -842893.250000 Penalty: 4557.954102
	Iteration 2F: 3 clusters Score -842893.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -843122.937500 Penalty: 4557.954102
	Iteration 3F: 3 clusters Score -843122.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -843306.937500 Penalty: 4557.954102
	Iteration 4Q: 3 clusters Score -843306.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -843461.312500 Penalty: 4557.954102
	Iteration 5Q: 3 clusters Score -843461.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -843618.375000 Penalty: 4557.954102
	Iteration 6Q: 3 clusters Score -843618.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -843766.562500 Penalty: 4557.954102
	Iteration 7Q: 3 clusters Score -843766.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -843914.250000 Penalty: 4557.954102
	Iteration 8Q: 3 clusters Score -843914.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -844070.437500 Penalty: 4557.954102
	Iteration 9Q: 3 clusters Score -844070.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -844270.062500 Penalty: 4557.954102
	Iteration 10Q: 3 clusters Score -844270.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -844525.625000 Penalty: 4557.954102
	Iteration 11Q: 3 clusters Score -844525.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -844860.812500 Penalty: 4557.954102
	Iteration 12Q: 3 clusters Score -844860.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -845289.312500 Penalty: 4557.954102
	Iteration 13Q: 3 clusters Score -845289.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -845904.750000 Penalty: 4557.954102
	Iteration 14Q: 3 clusters Score -845904.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -846849.812500 Penalty: 4557.954102
	Iteration 15F: 3 clusters Score -846849.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -847840.062500 Penalty: 4557.954102
	Iteration 16F: 3 clusters Score -847840.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -848825.812500 Penalty: 4557.954102
	Iteration 17F: 3 clusters Score -848825.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -849844.750000 Penalty: 4557.954102
	Iteration 18Q: 3 clusters Score -849844.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -850645.625000 Penalty: 4557.954102
	Iteration 19Q: 3 clusters Score -850645.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -851063.687500 Penalty: 4557.954102
	Iteration 20F: 3 clusters Score -851063.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -851170.250000 Penalty: 4557.954102
	Iteration 21Q: 3 clusters Score -851170.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -851197.875000 Penalty: 4557.954102
	Iteration 22Q: 3 clusters Score -851197.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -851206.312500 Penalty: 4557.954102
	Iteration 23Q: 3 clusters Score -851206.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -851207.250000 Penalty: 4557.954102
	Iteration 24Q: 3 clusters Score -851207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -851206.500000 Penalty: 4557.954102
	Iteration 25Q: 3 clusters Score -851206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -851206.750000 Penalty: 4557.954102
	Iteration 26Q: 3 clusters Score -851206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -851206.750000 Penalty: 4557.954102
	Iteration 27F: 3 clusters Score -851206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 11100 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 7741 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 8683 members 
Mstep: Class 13 contains 30259 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 39675 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 3709 members 
Mstep: Class 20 contains 25437 members 
Mstep: Class 21 contains 8893 members 
Mstep: Class 22 contains 25247 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 16245 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 103427 members 
Mstep: Class 27 contains 12396 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23414 members 
Mstep: Class 30 contains 4404 members 
Entering Unmasked Estep 
Score: -38173784.000000 Penalty: 97093.140625
Splitting cluster 2 changes total score from -38171796.000000 to -38173784.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (12394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Entering Unmasked Estep 
Score: -1022755.187500 Penalty: 2337.392090
	Iteration 0F: 2 clusters Score -1022755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1013581.375000 Penalty: 4674.784180
	Iteration 0F: 3 clusters Score -1013581 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1016434.000000 Penalty: 4674.784180
	Iteration 1F: 3 clusters Score -1016434 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1016952.750000 Penalty: 4674.784180
	Iteration 2F: 3 clusters Score -1016953 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1017523.125000 Penalty: 4674.784180
	Iteration 3F: 3 clusters Score -1017523 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1018194.812500 Penalty: 4674.784180
	Iteration 4F: 3 clusters Score -1018195 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1018948.937500 Penalty: 4674.784180
	Iteration 5F: 3 clusters Score -1018949 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1019686.687500 Penalty: 4674.784180
	Iteration 6F: 3 clusters Score -1019687 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1020249.500000 Penalty: 4674.784180
	Iteration 7F: 3 clusters Score -1020250 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1020715.625000 Penalty: 4674.784180
	Iteration 8Q: 3 clusters Score -1020716 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1021038.062500 Penalty: 4674.784180
	Iteration 9Q: 3 clusters Score -1021038 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1021222.562500 Penalty: 4674.784180
	Iteration 10Q: 3 clusters Score -1021223 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1021332.250000 Penalty: 4674.784180
	Iteration 11Q: 3 clusters Score -1021332 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1021396.187500 Penalty: 4674.784180
	Iteration 12Q: 3 clusters Score -1021396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1021418.937500 Penalty: 4674.784180
	Iteration 13Q: 3 clusters Score -1021419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1021426.687500 Penalty: 4674.784180
	Iteration 14Q: 3 clusters Score -1021427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1021437.250000 Penalty: 4674.784180
	Iteration 15Q: 3 clusters Score -1021437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1021445.625000 Penalty: 4674.784180
	Iteration 16Q: 3 clusters Score -1021446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1021452.437500 Penalty: 4674.784180
	Iteration 17Q: 3 clusters Score -1021452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1021459.750000 Penalty: 4674.784180
	Iteration 18Q: 3 clusters Score -1021460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1021458.875000 Penalty: 4674.784180
	Iteration 19Q: 3 clusters Score -1021459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1021463.687500 Penalty: 4674.784180
	Iteration 20F: 3 clusters Score -1021464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1021463.500000 Penalty: 4674.784180
	Iteration 21Q: 3 clusters Score -1021464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1021464.250000 Penalty: 4674.784180
	Iteration 22Q: 3 clusters Score -1021464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1021467.062500 Penalty: 4674.784180
	Iteration 23Q: 3 clusters Score -1021467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1021468.750000 Penalty: 4674.784180
	Iteration 24Q: 3 clusters Score -1021469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1021468.875000 Penalty: 4674.784180
	Iteration 25Q: 3 clusters Score -1021469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1021467.437500 Penalty: 4674.784180
	Iteration 26Q: 3 clusters Score -1021467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1021470.000000 Penalty: 4674.784180
	Iteration 27Q: 3 clusters Score -1021470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1021469.875000 Penalty: 4674.784180
	Iteration 28Q: 3 clusters Score -1021470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1021470.937500 Penalty: 4674.784180
	Iteration 29Q: 3 clusters Score -1021471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1021471.000000 Penalty: 4674.784180
	Iteration 30Q: 3 clusters Score -1021471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1021471.625000 Penalty: 4674.784180
	Iteration 31Q: 3 clusters Score -1021472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1021471.625000 Penalty: 4674.784180
	Iteration 32F: 3 clusters Score -1021472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Entering Unmasked Estep 
Score: -875251.250000 Penalty: 2310.045654
	Iteration 0F: 2 clusters Score -875251.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -866917.937500 Penalty: 4620.091309
	Iteration 0F: 3 clusters Score -866917.9 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -869854.812500 Penalty: 4620.091309
	Iteration 1F: 3 clusters Score -869854.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -870564.000000 Penalty: 4620.091309
	Iteration 2F: 3 clusters Score -870564 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -871171.625000 Penalty: 4620.091309
	Iteration 3F: 3 clusters Score -871171.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -871704.750000 Penalty: 4620.091309
	Iteration 4F: 3 clusters Score -871704.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -872124.687500 Penalty: 4620.091309
	Iteration 5F: 3 clusters Score -872124.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -872458.875000 Penalty: 4620.091309
	Iteration 6Q: 3 clusters Score -872458.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -872773.187500 Penalty: 4620.091309
	Iteration 7Q: 3 clusters Score -872773.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -873007.750000 Penalty: 4620.091309
	Iteration 8Q: 3 clusters Score -873007.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -873197.125000 Penalty: 4620.091309
	Iteration 9Q: 3 clusters Score -873197.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -873356.437500 Penalty: 4620.091309
	Iteration 10Q: 3 clusters Score -873356.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -873508.125000 Penalty: 4620.091309
	Iteration 11Q: 3 clusters Score -873508.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -873650.437500 Penalty: 4620.091309
	Iteration 12Q: 3 clusters Score -873650.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -873791.687500 Penalty: 4620.091309
	Iteration 13Q: 3 clusters Score -873791.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -873942.062500 Penalty: 4620.091309
	Iteration 14Q: 3 clusters Score -873942.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -874057.812500 Penalty: 4620.091309
	Iteration 15Q: 3 clusters Score -874057.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -874154.312500 Penalty: 4620.091309
	Iteration 16Q: 3 clusters Score -874154.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -874255.437500 Penalty: 4620.091309
	Iteration 17Q: 3 clusters Score -874255.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -874334.187500 Penalty: 4620.091309
	Iteration 18Q: 3 clusters Score -874334.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -874397.062500 Penalty: 4620.091309
	Iteration 19Q: 3 clusters Score -874397.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -874450.500000 Penalty: 4620.091309
	Iteration 20F: 3 clusters Score -874450.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -874486.375000 Penalty: 4620.091309
	Iteration 21Q: 3 clusters Score -874486.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -874514.687500 Penalty: 4620.091309
	Iteration 22Q: 3 clusters Score -874514.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -874531.937500 Penalty: 4620.091309
	Iteration 23Q: 3 clusters Score -874531.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -874548.062500 Penalty: 4620.091309
	Iteration 24Q: 3 clusters Score -874548.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -874560.125000 Penalty: 4620.091309
	Iteration 25Q: 3 clusters Score -874560.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -874569.312500 Penalty: 4620.091309
	Iteration 26Q: 3 clusters Score -874569.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -874577.500000 Penalty: 4620.091309
	Iteration 27Q: 3 clusters Score -874577.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -874586.312500 Penalty: 4620.091309
	Iteration 28Q: 3 clusters Score -874586.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -874596.000000 Penalty: 4620.091309
	Iteration 29Q: 3 clusters Score -874596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -874600.437500 Penalty: 4620.091309
	Iteration 30Q: 3 clusters Score -874600.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -874609.437500 Penalty: 4620.091309
	Iteration 31Q: 3 clusters Score -874609.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -874613.187500 Penalty: 4620.091309
	Iteration 32Q: 3 clusters Score -874613.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -874619.375000 Penalty: 4620.091309
	Iteration 33Q: 3 clusters Score -874619.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -874629.250000 Penalty: 4620.091309
	Iteration 34Q: 3 clusters Score -874629.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -874633.937500 Penalty: 4620.091309
	Iteration 35Q: 3 clusters Score -874633.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -874637.312500 Penalty: 4620.091309
	Iteration 36Q: 3 clusters Score -874637.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -874640.000000 Penalty: 4620.091309
	Iteration 37Q: 3 clusters Score -874640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -874642.437500 Penalty: 4620.091309
	Iteration 38Q: 3 clusters Score -874642.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -874648.937500 Penalty: 4620.091309
	Iteration 39Q: 3 clusters Score -874648.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -874653.437500 Penalty: 4620.091309
	Iteration 40F: 3 clusters Score -874653.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -874656.250000 Penalty: 4620.091309
	Iteration 41Q: 3 clusters Score -874656.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -874660.312500 Penalty: 4620.091309
	Iteration 42Q: 3 clusters Score -874660.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -874667.375000 Penalty: 4620.091309
	Iteration 43Q: 3 clusters Score -874667.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -874674.500000 Penalty: 4620.091309
	Iteration 44Q: 3 clusters Score -874674.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -874680.812500 Penalty: 4620.091309
	Iteration 45Q: 3 clusters Score -874680.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -874685.625000 Penalty: 4620.091309
	Iteration 46Q: 3 clusters Score -874685.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -874690.187500 Penalty: 4620.091309
	Iteration 47Q: 3 clusters Score -874690.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -874693.312500 Penalty: 4620.091309
	Iteration 48Q: 3 clusters Score -874693.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -874703.250000 Penalty: 4620.091309
	Iteration 49Q: 3 clusters Score -874703.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -874713.562500 Penalty: 4620.091309
	Iteration 50Q: 3 clusters Score -874713.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -874724.375000 Penalty: 4620.091309
	Iteration 51Q: 3 clusters Score -874724.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -874738.125000 Penalty: 4620.091309
	Iteration 52Q: 3 clusters Score -874738.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -874749.500000 Penalty: 4620.091309
	Iteration 53Q: 3 clusters Score -874749.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -874764.000000 Penalty: 4620.091309
	Iteration 54Q: 3 clusters Score -874764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -874777.000000 Penalty: 4620.091309
	Iteration 55Q: 3 clusters Score -874777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -874791.062500 Penalty: 4620.091309
	Iteration 56Q: 3 clusters Score -874791.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -874798.562500 Penalty: 4620.091309
	Iteration 57Q: 3 clusters Score -874798.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -874811.125000 Penalty: 4620.091309
	Iteration 58Q: 3 clusters Score -874811.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -874819.500000 Penalty: 4620.091309
	Iteration 59Q: 3 clusters Score -874819.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -874828.562500 Penalty: 4620.091309
	Iteration 60F: 3 clusters Score -874828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -874835.937500 Penalty: 4620.091309
	Iteration 61Q: 3 clusters Score -874835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -874845.500000 Penalty: 4620.091309
	Iteration 62Q: 3 clusters Score -874845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -874847.625000 Penalty: 4620.091309
	Iteration 63Q: 3 clusters Score -874847.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -874850.062500 Penalty: 4620.091309
	Iteration 64Q: 3 clusters Score -874850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -874851.937500 Penalty: 4620.091309
	Iteration 65Q: 3 clusters Score -874851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -874852.812500 Penalty: 4620.091309
	Iteration 66Q: 3 clusters Score -874852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -874855.562500 Penalty: 4620.091309
	Iteration 67Q: 3 clusters Score -874855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -874854.875000 Penalty: 4620.091309
	Iteration 68Q: 3 clusters Score -874854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -874859.062500 Penalty: 4620.091309
	Iteration 69Q: 3 clusters Score -874859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -874861.937500 Penalty: 4620.091309
	Iteration 70Q: 3 clusters Score -874861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -874861.437500 Penalty: 4620.091309
	Iteration 71Q: 3 clusters Score -874861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -874861.437500 Penalty: 4620.091309
	Iteration 72F: 3 clusters Score -874861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -342101.656250 Penalty: 2081.292969
	Iteration 0F: 2 clusters Score -342101.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -337950.781250 Penalty: 4162.585938
	Iteration 0F: 3 clusters Score -337950.8 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -338921.437500 Penalty: 4162.585938
	Iteration 1F: 3 clusters Score -338921.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -339156.906250 Penalty: 4162.585938
	Iteration 2F: 3 clusters Score -339156.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -339328.687500 Penalty: 4162.585938
	Iteration 3F: 3 clusters Score -339328.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -339532.968750 Penalty: 4162.585938
	Iteration 4Q: 3 clusters Score -339533 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -339772.875000 Penalty: 4162.585938
	Iteration 5F: 3 clusters Score -339772.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -340051.593750 Penalty: 4162.585938
	Iteration 6F: 3 clusters Score -340051.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -340289.406250 Penalty: 4162.585938
	Iteration 7F: 3 clusters Score -340289.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -340479.468750 Penalty: 4162.585938
	Iteration 8Q: 3 clusters Score -340479.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -340625.718750 Penalty: 4162.585938
	Iteration 9Q: 3 clusters Score -340625.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -340744.656250 Penalty: 4162.585938
	Iteration 10Q: 3 clusters Score -340744.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -340818.312500 Penalty: 4162.585938
	Iteration 11Q: 3 clusters Score -340818.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -340863.968750 Penalty: 4162.585938
	Iteration 12Q: 3 clusters Score -340864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -340894.468750 Penalty: 4162.585938
	Iteration 13Q: 3 clusters Score -340894.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -340915.843750 Penalty: 4162.585938
	Iteration 14Q: 3 clusters Score -340915.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -340933.125000 Penalty: 4162.585938
	Iteration 15Q: 3 clusters Score -340933.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -340948.906250 Penalty: 4162.585938
	Iteration 16Q: 3 clusters Score -340948.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -340963.093750 Penalty: 4162.585938
	Iteration 17Q: 3 clusters Score -340963.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -340972.468750 Penalty: 4162.585938
	Iteration 18Q: 3 clusters Score -340972.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -340978.656250 Penalty: 4162.585938
	Iteration 19Q: 3 clusters Score -340978.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -340983.781250 Penalty: 4162.585938
	Iteration 20F: 3 clusters Score -340983.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -340988.218750 Penalty: 4162.585938
	Iteration 21Q: 3 clusters Score -340988.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -340992.125000 Penalty: 4162.585938
	Iteration 22Q: 3 clusters Score -340992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -340996.187500 Penalty: 4162.585938
	Iteration 23Q: 3 clusters Score -340996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -340999.812500 Penalty: 4162.585938
	Iteration 24Q: 3 clusters Score -340999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -341000.625000 Penalty: 4162.585938
	Iteration 25Q: 3 clusters Score -341000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -341002.375000 Penalty: 4162.585938
	Iteration 26Q: 3 clusters Score -341002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -341003.500000 Penalty: 4162.585938
	Iteration 27Q: 3 clusters Score -341003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -341004.343750 Penalty: 4162.585938
	Iteration 28Q: 3 clusters Score -341004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -341004.312500 Penalty: 4162.585938
	Iteration 29Q: 3 clusters Score -341004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -341004.312500 Penalty: 4162.585938
	Iteration 30F: 3 clusters Score -341004.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -698771.437500 Penalty: 2206.489746
	Iteration 0F: 2 clusters Score -698771.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -692737.062500 Penalty: 4412.979492
	Iteration 0F: 3 clusters Score -692737.1 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -694364.250000 Penalty: 4412.979492
	Iteration 1F: 3 clusters Score -694364.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -694660.062500 Penalty: 4412.979492
	Iteration 2F: 3 clusters Score -694660.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -694868.125000 Penalty: 4412.979492
	Iteration 3F: 3 clusters Score -694868.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -695066.687500 Penalty: 4412.979492
	Iteration 4Q: 3 clusters Score -695066.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -695245.062500 Penalty: 4412.979492
	Iteration 5Q: 3 clusters Score -695245.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -695402.500000 Penalty: 4412.979492
	Iteration 6Q: 3 clusters Score -695402.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -695535.187500 Penalty: 4412.979492
	Iteration 7Q: 3 clusters Score -695535.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -695660.625000 Penalty: 4412.979492
	Iteration 8Q: 3 clusters Score -695660.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -695772.062500 Penalty: 4412.979492
	Iteration 9Q: 3 clusters Score -695772.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -695897.000000 Penalty: 4412.979492
	Iteration 10Q: 3 clusters Score -695897 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -696040.937500 Penalty: 4412.979492
	Iteration 11Q: 3 clusters Score -696040.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -696154.875000 Penalty: 4412.979492
	Iteration 12Q: 3 clusters Score -696154.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -696252.125000 Penalty: 4412.979492
	Iteration 13Q: 3 clusters Score -696252.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -696355.250000 Penalty: 4412.979492
	Iteration 14Q: 3 clusters Score -696355.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -696450.750000 Penalty: 4412.979492
	Iteration 15Q: 3 clusters Score -696450.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -696525.500000 Penalty: 4412.979492
	Iteration 16Q: 3 clusters Score -696525.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -696588.875000 Penalty: 4412.979492
	Iteration 17Q: 3 clusters Score -696588.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -696639.625000 Penalty: 4412.979492
	Iteration 18Q: 3 clusters Score -696639.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -696698.625000 Penalty: 4412.979492
	Iteration 19Q: 3 clusters Score -696698.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -696741.312500 Penalty: 4412.979492
	Iteration 20F: 3 clusters Score -696741.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -696775.812500 Penalty: 4412.979492
	Iteration 21Q: 3 clusters Score -696775.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -696803.062500 Penalty: 4412.979492
	Iteration 22Q: 3 clusters Score -696803.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -696822.750000 Penalty: 4412.979492
	Iteration 23Q: 3 clusters Score -696822.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -696832.500000 Penalty: 4412.979492
	Iteration 24Q: 3 clusters Score -696832.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -696850.937500 Penalty: 4412.979492
	Iteration 25Q: 3 clusters Score -696850.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -696868.187500 Penalty: 4412.979492
	Iteration 26Q: 3 clusters Score -696868.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -696881.937500 Penalty: 4412.979492
	Iteration 27Q: 3 clusters Score -696881.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -696892.062500 Penalty: 4412.979492
	Iteration 28Q: 3 clusters Score -696892.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -696908.250000 Penalty: 4412.979492
	Iteration 29Q: 3 clusters Score -696908.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -696914.812500 Penalty: 4412.979492
	Iteration 30Q: 3 clusters Score -696914.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -696920.437500 Penalty: 4412.979492
	Iteration 31Q: 3 clusters Score -696920.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -696926.062500 Penalty: 4412.979492
	Iteration 32Q: 3 clusters Score -696926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -696930.125000 Penalty: 4412.979492
	Iteration 33Q: 3 clusters Score -696930.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -696934.312500 Penalty: 4412.979492
	Iteration 34Q: 3 clusters Score -696934.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -696941.875000 Penalty: 4412.979492
	Iteration 35Q: 3 clusters Score -696941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -696942.375000 Penalty: 4412.979492
	Iteration 36Q: 3 clusters Score -696942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -696946.750000 Penalty: 4412.979492
	Iteration 37Q: 3 clusters Score -696946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -696950.937500 Penalty: 4412.979492
	Iteration 38Q: 3 clusters Score -696950.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -696956.375000 Penalty: 4412.979492
	Iteration 39Q: 3 clusters Score -696956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -696962.187500 Penalty: 4412.979492
	Iteration 40F: 3 clusters Score -696962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -696963.687500 Penalty: 4412.979492
	Iteration 41Q: 3 clusters Score -696963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -696970.062500 Penalty: 4412.979492
	Iteration 42Q: 3 clusters Score -696970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -696971.875000 Penalty: 4412.979492
	Iteration 43Q: 3 clusters Score -696971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -696974.000000 Penalty: 4412.979492
	Iteration 44Q: 3 clusters Score -696974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -696974.812500 Penalty: 4412.979492
	Iteration 45Q: 3 clusters Score -696974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -696976.625000 Penalty: 4412.979492
	Iteration 46Q: 3 clusters Score -696976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -696978.687500 Penalty: 4412.979492
	Iteration 47Q: 3 clusters Score -696978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -696980.562500 Penalty: 4412.979492
	Iteration 48Q: 3 clusters Score -696980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -696986.187500 Penalty: 4412.979492
	Iteration 49Q: 3 clusters Score -696986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -696988.937500 Penalty: 4412.979492
	Iteration 50Q: 3 clusters Score -696988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -696991.062500 Penalty: 4412.979492
	Iteration 51Q: 3 clusters Score -696991.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -696993.125000 Penalty: 4412.979492
	Iteration 52Q: 3 clusters Score -696993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -696996.125000 Penalty: 4412.979492
	Iteration 53Q: 3 clusters Score -696996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -696997.687500 Penalty: 4412.979492
	Iteration 54Q: 3 clusters Score -696997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -696998.812500 Penalty: 4412.979492
	Iteration 55Q: 3 clusters Score -696998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -697001.937500 Penalty: 4412.979492
	Iteration 56Q: 3 clusters Score -697001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -697001.687500 Penalty: 4412.979492
	Iteration 57Q: 3 clusters Score -697001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -697003.875000 Penalty: 4412.979492
	Iteration 58Q: 3 clusters Score -697003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -697003.187500 Penalty: 4412.979492
	Iteration 59Q: 3 clusters Score -697003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -697008.875000 Penalty: 4412.979492
	Iteration 60F: 3 clusters Score -697008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -697010.312500 Penalty: 4412.979492
	Iteration 61Q: 3 clusters Score -697010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -697013.437500 Penalty: 4412.979492
	Iteration 62Q: 3 clusters Score -697013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -697013.687500 Penalty: 4412.979492
	Iteration 63Q: 3 clusters Score -697013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -697015.187500 Penalty: 4412.979492
	Iteration 64Q: 3 clusters Score -697015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -697015.875000 Penalty: 4412.979492
	Iteration 65Q: 3 clusters Score -697015.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -697015.875000 Penalty: 4412.979492
	Iteration 66F: 3 clusters Score -697015.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -630815.500000 Penalty: 2220.663086
	Iteration 0F: 2 clusters Score -630815.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -624584.000000 Penalty: 4441.326172
	Iteration 0F: 3 clusters Score -624584 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -626267.125000 Penalty: 4441.326172
	Iteration 1F: 3 clusters Score -626267.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -626518.500000 Penalty: 4441.326172
	Iteration 2F: 3 clusters Score -626518.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -626694.937500 Penalty: 4441.326172
	Iteration 3F: 3 clusters Score -626694.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -626840.062500 Penalty: 4441.326172
	Iteration 4Q: 3 clusters Score -626840.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -626972.875000 Penalty: 4441.326172
	Iteration 5Q: 3 clusters Score -626972.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -627109.062500 Penalty: 4441.326172
	Iteration 6Q: 3 clusters Score -627109.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -627232.687500 Penalty: 4441.326172
	Iteration 7Q: 3 clusters Score -627232.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -627354.187500 Penalty: 4441.326172
	Iteration 8Q: 3 clusters Score -627354.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -627498.875000 Penalty: 4441.326172
	Iteration 9Q: 3 clusters Score -627498.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -627653.062500 Penalty: 4441.326172
	Iteration 10Q: 3 clusters Score -627653.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -627808.937500 Penalty: 4441.326172
	Iteration 11Q: 3 clusters Score -627808.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -627954.000000 Penalty: 4441.326172
	Iteration 12Q: 3 clusters Score -627954 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -628102.312500 Penalty: 4441.326172
	Iteration 13Q: 3 clusters Score -628102.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -628249.562500 Penalty: 4441.326172
	Iteration 14Q: 3 clusters Score -628249.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -628379.062500 Penalty: 4441.326172
	Iteration 15Q: 3 clusters Score -628379.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -628472.875000 Penalty: 4441.326172
	Iteration 16Q: 3 clusters Score -628472.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -628548.812500 Penalty: 4441.326172
	Iteration 17Q: 3 clusters Score -628548.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -628606.625000 Penalty: 4441.326172
	Iteration 18Q: 3 clusters Score -628606.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -628668.000000 Penalty: 4441.326172
	Iteration 19Q: 3 clusters Score -628668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -628717.187500 Penalty: 4441.326172
	Iteration 20F: 3 clusters Score -628717.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -628765.812500 Penalty: 4441.326172
	Iteration 21Q: 3 clusters Score -628765.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -628816.125000 Penalty: 4441.326172
	Iteration 22Q: 3 clusters Score -628816.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -628861.062500 Penalty: 4441.326172
	Iteration 23Q: 3 clusters Score -628861.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -628893.562500 Penalty: 4441.326172
	Iteration 24Q: 3 clusters Score -628893.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -628923.375000 Penalty: 4441.326172
	Iteration 25Q: 3 clusters Score -628923.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -628947.562500 Penalty: 4441.326172
	Iteration 26Q: 3 clusters Score -628947.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -628972.375000 Penalty: 4441.326172
	Iteration 27Q: 3 clusters Score -628972.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -628985.437500 Penalty: 4441.326172
	Iteration 28Q: 3 clusters Score -628985.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -628998.500000 Penalty: 4441.326172
	Iteration 29Q: 3 clusters Score -628998.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -629010.687500 Penalty: 4441.326172
	Iteration 30Q: 3 clusters Score -629010.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -629023.000000 Penalty: 4441.326172
	Iteration 31Q: 3 clusters Score -629023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -629030.375000 Penalty: 4441.326172
	Iteration 32Q: 3 clusters Score -629030.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -629040.187500 Penalty: 4441.326172
	Iteration 33Q: 3 clusters Score -629040.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -629046.500000 Penalty: 4441.326172
	Iteration 34Q: 3 clusters Score -629046.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -629054.000000 Penalty: 4441.326172
	Iteration 35Q: 3 clusters Score -629054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -629061.875000 Penalty: 4441.326172
	Iteration 36Q: 3 clusters Score -629061.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -629069.500000 Penalty: 4441.326172
	Iteration 37Q: 3 clusters Score -629069.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -629076.562500 Penalty: 4441.326172
	Iteration 38Q: 3 clusters Score -629076.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -629082.875000 Penalty: 4441.326172
	Iteration 39Q: 3 clusters Score -629082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -629093.062500 Penalty: 4441.326172
	Iteration 40F: 3 clusters Score -629093.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -629100.437500 Penalty: 4441.326172
	Iteration 41Q: 3 clusters Score -629100.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -629106.250000 Penalty: 4441.326172
	Iteration 42Q: 3 clusters Score -629106.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -629113.375000 Penalty: 4441.326172
	Iteration 43Q: 3 clusters Score -629113.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -629115.375000 Penalty: 4441.326172
	Iteration 44Q: 3 clusters Score -629115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -629119.875000 Penalty: 4441.326172
	Iteration 45Q: 3 clusters Score -629119.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -629124.812500 Penalty: 4441.326172
	Iteration 46Q: 3 clusters Score -629124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -629127.500000 Penalty: 4441.326172
	Iteration 47Q: 3 clusters Score -629127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -629131.125000 Penalty: 4441.326172
	Iteration 48Q: 3 clusters Score -629131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -629133.875000 Penalty: 4441.326172
	Iteration 49Q: 3 clusters Score -629133.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -629136.625000 Penalty: 4441.326172
	Iteration 50Q: 3 clusters Score -629136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -629138.375000 Penalty: 4441.326172
	Iteration 51Q: 3 clusters Score -629138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -629140.625000 Penalty: 4441.326172
	Iteration 52Q: 3 clusters Score -629140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -629141.062500 Penalty: 4441.326172
	Iteration 53Q: 3 clusters Score -629141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -629141.625000 Penalty: 4441.326172
	Iteration 54Q: 3 clusters Score -629141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -629143.375000 Penalty: 4441.326172
	Iteration 55Q: 3 clusters Score -629143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -629145.812500 Penalty: 4441.326172
	Iteration 56Q: 3 clusters Score -629145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -629148.937500 Penalty: 4441.326172
	Iteration 57Q: 3 clusters Score -629148.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -629153.562500 Penalty: 4441.326172
	Iteration 58Q: 3 clusters Score -629153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -629157.375000 Penalty: 4441.326172
	Iteration 59Q: 3 clusters Score -629157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -629160.187500 Penalty: 4441.326172
	Iteration 60F: 3 clusters Score -629160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -629163.812500 Penalty: 4441.326172
	Iteration 61Q: 3 clusters Score -629163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -629164.375000 Penalty: 4441.326172
	Iteration 62Q: 3 clusters Score -629164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -629165.875000 Penalty: 4441.326172
	Iteration 63Q: 3 clusters Score -629165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -629166.437500 Penalty: 4441.326172
	Iteration 64Q: 3 clusters Score -629166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -629166.437500 Penalty: 4441.326172
	Iteration 65F: 3 clusters Score -629166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Entering Unmasked Estep 
Score: -878882.562500 Penalty: 2283.866699
	Iteration 0F: 2 clusters Score -878882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -871275.250000 Penalty: 4567.733398
	Iteration 0F: 3 clusters Score -871275.2 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -873503.187500 Penalty: 4567.733398
	Iteration 1F: 3 clusters Score -873503.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -873798.875000 Penalty: 4567.733398
	Iteration 2F: 3 clusters Score -873798.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -874039.187500 Penalty: 4567.733398
	Iteration 3F: 3 clusters Score -874039.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -874233.437500 Penalty: 4567.733398
	Iteration 4Q: 3 clusters Score -874233.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -874419.500000 Penalty: 4567.733398
	Iteration 5Q: 3 clusters Score -874419.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -874609.562500 Penalty: 4567.733398
	Iteration 6Q: 3 clusters Score -874609.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -874820.312500 Penalty: 4567.733398
	Iteration 7Q: 3 clusters Score -874820.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -875064.937500 Penalty: 4567.733398
	Iteration 8Q: 3 clusters Score -875064.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -875328.375000 Penalty: 4567.733398
	Iteration 9Q: 3 clusters Score -875328.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -875614.625000 Penalty: 4567.733398
	Iteration 10Q: 3 clusters Score -875614.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -875886.375000 Penalty: 4567.733398
	Iteration 11Q: 3 clusters Score -875886.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -876118.750000 Penalty: 4567.733398
	Iteration 12Q: 3 clusters Score -876118.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -876288.312500 Penalty: 4567.733398
	Iteration 13Q: 3 clusters Score -876288.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -876434.437500 Penalty: 4567.733398
	Iteration 14Q: 3 clusters Score -876434.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -876530.437500 Penalty: 4567.733398
	Iteration 15Q: 3 clusters Score -876530.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -876605.687500 Penalty: 4567.733398
	Iteration 16Q: 3 clusters Score -876605.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -876673.062500 Penalty: 4567.733398
	Iteration 17Q: 3 clusters Score -876673.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -876714.750000 Penalty: 4567.733398
	Iteration 18Q: 3 clusters Score -876714.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -876744.562500 Penalty: 4567.733398
	Iteration 19Q: 3 clusters Score -876744.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -876770.625000 Penalty: 4567.733398
	Iteration 20F: 3 clusters Score -876770.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -876799.750000 Penalty: 4567.733398
	Iteration 21Q: 3 clusters Score -876799.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -876815.812500 Penalty: 4567.733398
	Iteration 22Q: 3 clusters Score -876815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -876828.187500 Penalty: 4567.733398
	Iteration 23Q: 3 clusters Score -876828.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -876836.875000 Penalty: 4567.733398
	Iteration 24Q: 3 clusters Score -876836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -876845.625000 Penalty: 4567.733398
	Iteration 25Q: 3 clusters Score -876845.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -876853.250000 Penalty: 4567.733398
	Iteration 26Q: 3 clusters Score -876853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -876860.500000 Penalty: 4567.733398
	Iteration 27Q: 3 clusters Score -876860.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -876868.250000 Penalty: 4567.733398
	Iteration 28Q: 3 clusters Score -876868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -876877.750000 Penalty: 4567.733398
	Iteration 29Q: 3 clusters Score -876877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -876880.750000 Penalty: 4567.733398
	Iteration 30Q: 3 clusters Score -876880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -876886.000000 Penalty: 4567.733398
	Iteration 31Q: 3 clusters Score -876886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -876888.500000 Penalty: 4567.733398
	Iteration 32Q: 3 clusters Score -876888.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -876890.625000 Penalty: 4567.733398
	Iteration 33Q: 3 clusters Score -876890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -876891.000000 Penalty: 4567.733398
	Iteration 34Q: 3 clusters Score -876891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -876889.750000 Penalty: 4567.733398
	Iteration 35Q: 3 clusters Score -876889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -876889.750000 Penalty: 4567.733398
	Iteration 36F: 3 clusters Score -876889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Entering Unmasked Estep 
Score: -655488.250000 Penalty: 2236.034912
	Iteration 0F: 2 clusters Score -655488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -649005.375000 Penalty: 4472.069824
	Iteration 0F: 3 clusters Score -649005.4 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -650857.125000 Penalty: 4472.069824
	Iteration 1F: 3 clusters Score -650857.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -651132.062500 Penalty: 4472.069824
	Iteration 2F: 3 clusters Score -651132.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -651308.187500 Penalty: 4472.069824
	Iteration 3Q: 3 clusters Score -651308.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -651444.000000 Penalty: 4472.069824
	Iteration 4Q: 3 clusters Score -651444 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -651558.125000 Penalty: 4472.069824
	Iteration 5Q: 3 clusters Score -651558.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -651659.500000 Penalty: 4472.069824
	Iteration 6Q: 3 clusters Score -651659.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -651751.125000 Penalty: 4472.069824
	Iteration 7Q: 3 clusters Score -651751.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -651831.187500 Penalty: 4472.069824
	Iteration 8Q: 3 clusters Score -651831.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -651916.625000 Penalty: 4472.069824
	Iteration 9Q: 3 clusters Score -651916.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -652001.625000 Penalty: 4472.069824
	Iteration 10Q: 3 clusters Score -652001.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -652085.437500 Penalty: 4472.069824
	Iteration 11Q: 3 clusters Score -652085.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -652167.625000 Penalty: 4472.069824
	Iteration 12Q: 3 clusters Score -652167.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -652268.312500 Penalty: 4472.069824
	Iteration 13Q: 3 clusters Score -652268.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -652352.687500 Penalty: 4472.069824
	Iteration 14Q: 3 clusters Score -652352.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -652437.562500 Penalty: 4472.069824
	Iteration 15Q: 3 clusters Score -652437.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -652520.500000 Penalty: 4472.069824
	Iteration 16Q: 3 clusters Score -652520.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -652607.937500 Penalty: 4472.069824
	Iteration 17Q: 3 clusters Score -652607.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -652685.750000 Penalty: 4472.069824
	Iteration 18Q: 3 clusters Score -652685.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -652752.687500 Penalty: 4472.069824
	Iteration 19Q: 3 clusters Score -652752.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -652804.000000 Penalty: 4472.069824
	Iteration 20F: 3 clusters Score -652804 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -652844.187500 Penalty: 4472.069824
	Iteration 21Q: 3 clusters Score -652844.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -652884.000000 Penalty: 4472.069824
	Iteration 22Q: 3 clusters Score -652884 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -652923.875000 Penalty: 4472.069824
	Iteration 23Q: 3 clusters Score -652923.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -652959.750000 Penalty: 4472.069824
	Iteration 24Q: 3 clusters Score -652959.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -652995.875000 Penalty: 4472.069824
	Iteration 25Q: 3 clusters Score -652995.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -653037.250000 Penalty: 4472.069824
	Iteration 26Q: 3 clusters Score -653037.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -653078.437500 Penalty: 4472.069824
	Iteration 27Q: 3 clusters Score -653078.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -653117.250000 Penalty: 4472.069824
	Iteration 28Q: 3 clusters Score -653117.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -653146.875000 Penalty: 4472.069824
	Iteration 29Q: 3 clusters Score -653146.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -653179.000000 Penalty: 4472.069824
	Iteration 30Q: 3 clusters Score -653179 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -653209.000000 Penalty: 4472.069824
	Iteration 31Q: 3 clusters Score -653209 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -653238.687500 Penalty: 4472.069824
	Iteration 32Q: 3 clusters Score -653238.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -653268.375000 Penalty: 4472.069824
	Iteration 33Q: 3 clusters Score -653268.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -653292.250000 Penalty: 4472.069824
	Iteration 34Q: 3 clusters Score -653292.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -653311.312500 Penalty: 4472.069824
	Iteration 35Q: 3 clusters Score -653311.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -653328.125000 Penalty: 4472.069824
	Iteration 36Q: 3 clusters Score -653328.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -653339.437500 Penalty: 4472.069824
	Iteration 37Q: 3 clusters Score -653339.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -653350.812500 Penalty: 4472.069824
	Iteration 38Q: 3 clusters Score -653350.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -653362.750000 Penalty: 4472.069824
	Iteration 39Q: 3 clusters Score -653362.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -653376.375000 Penalty: 4472.069824
	Iteration 40F: 3 clusters Score -653376.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -653390.750000 Penalty: 4472.069824
	Iteration 41Q: 3 clusters Score -653390.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -653403.125000 Penalty: 4472.069824
	Iteration 42Q: 3 clusters Score -653403.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -653416.500000 Penalty: 4472.069824
	Iteration 43Q: 3 clusters Score -653416.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -653432.250000 Penalty: 4472.069824
	Iteration 44Q: 3 clusters Score -653432.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -653443.250000 Penalty: 4472.069824
	Iteration 45Q: 3 clusters Score -653443.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -653452.875000 Penalty: 4472.069824
	Iteration 46Q: 3 clusters Score -653452.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -653459.250000 Penalty: 4472.069824
	Iteration 47Q: 3 clusters Score -653459.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -653470.437500 Penalty: 4472.069824
	Iteration 48Q: 3 clusters Score -653470.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -653479.250000 Penalty: 4472.069824
	Iteration 49Q: 3 clusters Score -653479.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -653485.562500 Penalty: 4472.069824
	Iteration 50Q: 3 clusters Score -653485.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -653491.625000 Penalty: 4472.069824
	Iteration 51Q: 3 clusters Score -653491.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -653499.062500 Penalty: 4472.069824
	Iteration 52Q: 3 clusters Score -653499.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -653510.500000 Penalty: 4472.069824
	Iteration 53Q: 3 clusters Score -653510.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -653518.750000 Penalty: 4472.069824
	Iteration 54Q: 3 clusters Score -653518.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -653530.375000 Penalty: 4472.069824
	Iteration 55Q: 3 clusters Score -653530.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -653542.250000 Penalty: 4472.069824
	Iteration 56Q: 3 clusters Score -653542.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -653551.750000 Penalty: 4472.069824
	Iteration 57Q: 3 clusters Score -653551.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -653564.375000 Penalty: 4472.069824
	Iteration 58Q: 3 clusters Score -653564.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -653577.812500 Penalty: 4472.069824
	Iteration 59Q: 3 clusters Score -653577.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -653586.562500 Penalty: 4472.069824
	Iteration 60F: 3 clusters Score -653586.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -653595.187500 Penalty: 4472.069824
	Iteration 61Q: 3 clusters Score -653595.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -653602.000000 Penalty: 4472.069824
	Iteration 62Q: 3 clusters Score -653602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -653604.625000 Penalty: 4472.069824
	Iteration 63Q: 3 clusters Score -653604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -653605.187500 Penalty: 4472.069824
	Iteration 64Q: 3 clusters Score -653605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -653607.937500 Penalty: 4472.069824
	Iteration 65Q: 3 clusters Score -653607.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -653612.062500 Penalty: 4472.069824
	Iteration 66Q: 3 clusters Score -653612.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -653618.187500 Penalty: 4472.069824
	Iteration 67Q: 3 clusters Score -653618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -653621.687500 Penalty: 4472.069824
	Iteration 68Q: 3 clusters Score -653621.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -653627.875000 Penalty: 4472.069824
	Iteration 69Q: 3 clusters Score -653627.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -653634.750000 Penalty: 4472.069824
	Iteration 70Q: 3 clusters Score -653634.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -653640.375000 Penalty: 4472.069824
	Iteration 71Q: 3 clusters Score -653640.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -653648.125000 Penalty: 4472.069824
	Iteration 72Q: 3 clusters Score -653648.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -653657.875000 Penalty: 4472.069824
	Iteration 73Q: 3 clusters Score -653657.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -653663.875000 Penalty: 4472.069824
	Iteration 74Q: 3 clusters Score -653663.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -653669.312500 Penalty: 4472.069824
	Iteration 75Q: 3 clusters Score -653669.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -653673.937500 Penalty: 4472.069824
	Iteration 76Q: 3 clusters Score -653673.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -653682.750000 Penalty: 4472.069824
	Iteration 77Q: 3 clusters Score -653682.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -653686.875000 Penalty: 4472.069824
	Iteration 78Q: 3 clusters Score -653686.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -653689.750000 Penalty: 4472.069824
	Iteration 79Q: 3 clusters Score -653689.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -653693.937500 Penalty: 4472.069824
	Iteration 80F: 3 clusters Score -653693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -653697.750000 Penalty: 4472.069824
	Iteration 81Q: 3 clusters Score -653697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -653705.500000 Penalty: 4472.069824
	Iteration 82Q: 3 clusters Score -653705.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -653708.500000 Penalty: 4472.069824
	Iteration 83Q: 3 clusters Score -653708.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -653715.187500 Penalty: 4472.069824
	Iteration 84Q: 3 clusters Score -653715.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -653720.562500 Penalty: 4472.069824
	Iteration 85Q: 3 clusters Score -653720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -653726.062500 Penalty: 4472.069824
	Iteration 86Q: 3 clusters Score -653726.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -653730.750000 Penalty: 4472.069824
	Iteration 87Q: 3 clusters Score -653730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -653734.000000 Penalty: 4472.069824
	Iteration 88Q: 3 clusters Score -653734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -653735.500000 Penalty: 4472.069824
	Iteration 89Q: 3 clusters Score -653735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -653739.250000 Penalty: 4472.069824
	Iteration 90Q: 3 clusters Score -653739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -653745.000000 Penalty: 4472.069824
	Iteration 91Q: 3 clusters Score -653745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -653750.500000 Penalty: 4472.069824
	Iteration 92Q: 3 clusters Score -653750.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -653758.125000 Penalty: 4472.069824
	Iteration 93Q: 3 clusters Score -653758.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -653762.875000 Penalty: 4472.069824
	Iteration 94Q: 3 clusters Score -653762.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -653767.437500 Penalty: 4472.069824
	Iteration 95Q: 3 clusters Score -653767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -653771.125000 Penalty: 4472.069824
	Iteration 96Q: 3 clusters Score -653771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -653772.312500 Penalty: 4472.069824
	Iteration 97Q: 3 clusters Score -653772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -653774.500000 Penalty: 4472.069824
	Iteration 98Q: 3 clusters Score -653774.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -653779.812500 Penalty: 4472.069824
	Iteration 99Q: 3 clusters Score -653779.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -653784.250000 Penalty: 4472.069824
	Iteration 100F: 3 clusters Score -653784.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -653788.000000 Penalty: 4472.069824
	Iteration 101Q: 3 clusters Score -653788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -653793.125000 Penalty: 4472.069824
	Iteration 102Q: 3 clusters Score -653793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -653797.937500 Penalty: 4472.069824
	Iteration 103Q: 3 clusters Score -653797.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -653800.812500 Penalty: 4472.069824
	Iteration 104Q: 3 clusters Score -653800.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -653807.375000 Penalty: 4472.069824
	Iteration 105Q: 3 clusters Score -653807.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -653812.062500 Penalty: 4472.069824
	Iteration 106Q: 3 clusters Score -653812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -653817.500000 Penalty: 4472.069824
	Iteration 107Q: 3 clusters Score -653817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -653819.062500 Penalty: 4472.069824
	Iteration 108Q: 3 clusters Score -653819.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -653822.437500 Penalty: 4472.069824
	Iteration 109Q: 3 clusters Score -653822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -653826.562500 Penalty: 4472.069824
	Iteration 110Q: 3 clusters Score -653826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -653829.062500 Penalty: 4472.069824
	Iteration 111Q: 3 clusters Score -653829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -653830.687500 Penalty: 4472.069824
	Iteration 112Q: 3 clusters Score -653830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -653831.125000 Penalty: 4472.069824
	Iteration 113Q: 3 clusters Score -653831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -653833.000000 Penalty: 4472.069824
	Iteration 114Q: 3 clusters Score -653833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -653835.500000 Penalty: 4472.069824
	Iteration 115Q: 3 clusters Score -653835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -653837.937500 Penalty: 4472.069824
	Iteration 116Q: 3 clusters Score -653837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -653838.062500 Penalty: 4472.069824
	Iteration 117Q: 3 clusters Score -653838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -653839.062500 Penalty: 4472.069824
	Iteration 118Q: 3 clusters Score -653839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -653838.125000 Penalty: 4472.069824
	Iteration 119Q: 3 clusters Score -653838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -653838.625000 Penalty: 4472.069824
	Iteration 120F: 3 clusters Score -653838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Entering Unmasked Estep 
Score: -1024734.687500 Penalty: 2322.145508
	Iteration 0F: 2 clusters Score -1024735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1015969.875000 Penalty: 4644.291016
	Iteration 0F: 3 clusters Score -1015970 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1018676.687500 Penalty: 4644.291016
	Iteration 1F: 3 clusters Score -1018677 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1019105.875000 Penalty: 4644.291016
	Iteration 2F: 3 clusters Score -1019106 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1019475.250000 Penalty: 4644.291016
	Iteration 3F: 3 clusters Score -1019475 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1019790.937500 Penalty: 4644.291016
	Iteration 4Q: 3 clusters Score -1019791 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1020029.812500 Penalty: 4644.291016
	Iteration 5Q: 3 clusters Score -1020030 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1020213.937500 Penalty: 4644.291016
	Iteration 6Q: 3 clusters Score -1020214 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1020356.250000 Penalty: 4644.291016
	Iteration 7Q: 3 clusters Score -1020356 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1020481.375000 Penalty: 4644.291016
	Iteration 8Q: 3 clusters Score -1020481 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1020594.562500 Penalty: 4644.291016
	Iteration 9Q: 3 clusters Score -1020595 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1020699.812500 Penalty: 4644.291016
	Iteration 10Q: 3 clusters Score -1020700 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1020805.875000 Penalty: 4644.291016
	Iteration 11Q: 3 clusters Score -1020806 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1020891.687500 Penalty: 4644.291016
	Iteration 12Q: 3 clusters Score -1020892 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1020968.000000 Penalty: 4644.291016
	Iteration 13Q: 3 clusters Score -1020968 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1021030.125000 Penalty: 4644.291016
	Iteration 14Q: 3 clusters Score -1021030 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1021074.250000 Penalty: 4644.291016
	Iteration 15Q: 3 clusters Score -1021074 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1021117.875000 Penalty: 4644.291016
	Iteration 16Q: 3 clusters Score -1021118 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1021154.562500 Penalty: 4644.291016
	Iteration 17Q: 3 clusters Score -1021155 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1021181.937500 Penalty: 4644.291016
	Iteration 18Q: 3 clusters Score -1021182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1021210.687500 Penalty: 4644.291016
	Iteration 19Q: 3 clusters Score -1021211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1021235.437500 Penalty: 4644.291016
	Iteration 20F: 3 clusters Score -1021235 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1021260.062500 Penalty: 4644.291016
	Iteration 21Q: 3 clusters Score -1021260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1021285.000000 Penalty: 4644.291016
	Iteration 22Q: 3 clusters Score -1021285 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1021307.000000 Penalty: 4644.291016
	Iteration 23Q: 3 clusters Score -1021307 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1021324.750000 Penalty: 4644.291016
	Iteration 24Q: 3 clusters Score -1021325 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1021341.875000 Penalty: 4644.291016
	Iteration 25Q: 3 clusters Score -1021342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1021360.625000 Penalty: 4644.291016
	Iteration 26Q: 3 clusters Score -1021361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1021386.375000 Penalty: 4644.291016
	Iteration 27Q: 3 clusters Score -1021386 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1021415.062500 Penalty: 4644.291016
	Iteration 28Q: 3 clusters Score -1021415 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1021446.312500 Penalty: 4644.291016
	Iteration 29Q: 3 clusters Score -1021446 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1021480.187500 Penalty: 4644.291016
	Iteration 30Q: 3 clusters Score -1021480 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1021509.562500 Penalty: 4644.291016
	Iteration 31Q: 3 clusters Score -1021510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1021549.125000 Penalty: 4644.291016
	Iteration 32Q: 3 clusters Score -1021549 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1021593.312500 Penalty: 4644.291016
	Iteration 33Q: 3 clusters Score -1021593 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1021645.437500 Penalty: 4644.291016
	Iteration 34Q: 3 clusters Score -1021645 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1021694.312500 Penalty: 4644.291016
	Iteration 35Q: 3 clusters Score -1021694 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1021759.562500 Penalty: 4644.291016
	Iteration 36Q: 3 clusters Score -1021760 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1021828.250000 Penalty: 4644.291016
	Iteration 37Q: 3 clusters Score -1021828 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1021905.000000 Penalty: 4644.291016
	Iteration 38Q: 3 clusters Score -1021905 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1021982.312500 Penalty: 4644.291016
	Iteration 39Q: 3 clusters Score -1021982 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1022072.125000 Penalty: 4644.291016
	Iteration 40F: 3 clusters Score -1022072 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1022169.937500 Penalty: 4644.291016
	Iteration 41Q: 3 clusters Score -1022170 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1022260.812500 Penalty: 4644.291016
	Iteration 42Q: 3 clusters Score -1022261 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1022341.187500 Penalty: 4644.291016
	Iteration 43Q: 3 clusters Score -1022341 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1022403.625000 Penalty: 4644.291016
	Iteration 44Q: 3 clusters Score -1022404 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1022455.000000 Penalty: 4644.291016
	Iteration 45Q: 3 clusters Score -1022455 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1022496.812500 Penalty: 4644.291016
	Iteration 46Q: 3 clusters Score -1022497 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1022534.437500 Penalty: 4644.291016
	Iteration 47Q: 3 clusters Score -1022534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1022573.687500 Penalty: 4644.291016
	Iteration 48Q: 3 clusters Score -1022574 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1022606.062500 Penalty: 4644.291016
	Iteration 49Q: 3 clusters Score -1022606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1022643.562500 Penalty: 4644.291016
	Iteration 50Q: 3 clusters Score -1022644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1022673.312500 Penalty: 4644.291016
	Iteration 51Q: 3 clusters Score -1022673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1022696.812500 Penalty: 4644.291016
	Iteration 52Q: 3 clusters Score -1022697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1022718.750000 Penalty: 4644.291016
	Iteration 53Q: 3 clusters Score -1022719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1022738.187500 Penalty: 4644.291016
	Iteration 54Q: 3 clusters Score -1022738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1022755.125000 Penalty: 4644.291016
	Iteration 55Q: 3 clusters Score -1022755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1022765.375000 Penalty: 4644.291016
	Iteration 56Q: 3 clusters Score -1022765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1022774.625000 Penalty: 4644.291016
	Iteration 57Q: 3 clusters Score -1022775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1022788.875000 Penalty: 4644.291016
	Iteration 58Q: 3 clusters Score -1022789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1022799.437500 Penalty: 4644.291016
	Iteration 59Q: 3 clusters Score -1022799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1022809.187500 Penalty: 4644.291016
	Iteration 60F: 3 clusters Score -1022809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1022815.937500 Penalty: 4644.291016
	Iteration 61Q: 3 clusters Score -1022816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1022829.000000 Penalty: 4644.291016
	Iteration 62Q: 3 clusters Score -1022829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1022836.375000 Penalty: 4644.291016
	Iteration 63Q: 3 clusters Score -1022836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1022839.250000 Penalty: 4644.291016
	Iteration 64Q: 3 clusters Score -1022839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1022840.500000 Penalty: 4644.291016
	Iteration 65Q: 3 clusters Score -1022840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1022842.750000 Penalty: 4644.291016
	Iteration 66Q: 3 clusters Score -1022843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1022845.812500 Penalty: 4644.291016
	Iteration 67Q: 3 clusters Score -1022846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1022849.812500 Penalty: 4644.291016
	Iteration 68Q: 3 clusters Score -1022850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1022854.437500 Penalty: 4644.291016
	Iteration 69Q: 3 clusters Score -1022854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1022859.937500 Penalty: 4644.291016
	Iteration 70Q: 3 clusters Score -1022860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1022863.187500 Penalty: 4644.291016
	Iteration 71Q: 3 clusters Score -1022863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1022865.812500 Penalty: 4644.291016
	Iteration 72Q: 3 clusters Score -1022866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1022868.125000 Penalty: 4644.291016
	Iteration 73Q: 3 clusters Score -1022868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1022871.875000 Penalty: 4644.291016
	Iteration 74Q: 3 clusters Score -1022872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1022871.437500 Penalty: 4644.291016
	Iteration 75Q: 3 clusters Score -1022871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1022872.437500 Penalty: 4644.291016
	Iteration 76Q: 3 clusters Score -1022872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1022872.250000 Penalty: 4644.291016
	Iteration 77Q: 3 clusters Score -1022872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1022874.187500 Penalty: 4644.291016
	Iteration 78Q: 3 clusters Score -1022874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1022874.187500 Penalty: 4644.291016
	Iteration 79F: 3 clusters Score -1022874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Entering Unmasked Estep 
Score: -1496749.250000 Penalty: 2418.429932
	Iteration 0F: 2 clusters Score -1496749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1484462.500000 Penalty: 4836.859863
	Iteration 0F: 3 clusters Score -1484462 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1488410.500000 Penalty: 4836.859863
	Iteration 1F: 3 clusters Score -1488410 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1488810.875000 Penalty: 4836.859863
	Iteration 2F: 3 clusters Score -1488811 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1489091.375000 Penalty: 4836.859863
	Iteration 3Q: 3 clusters Score -1489091 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1489327.125000 Penalty: 4836.859863
	Iteration 4Q: 3 clusters Score -1489327 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1489535.000000 Penalty: 4836.859863
	Iteration 5Q: 3 clusters Score -1489535 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1489716.375000 Penalty: 4836.859863
	Iteration 6Q: 3 clusters Score -1489716 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1489925.125000 Penalty: 4836.859863
	Iteration 7Q: 3 clusters Score -1489925 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1490175.125000 Penalty: 4836.859863
	Iteration 8Q: 3 clusters Score -1490175 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1490465.375000 Penalty: 4836.859863
	Iteration 9Q: 3 clusters Score -1490465 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1490838.500000 Penalty: 4836.859863
	Iteration 10Q: 3 clusters Score -1490838 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1491242.375000 Penalty: 4836.859863
	Iteration 11Q: 3 clusters Score -1491242 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1491687.250000 Penalty: 4836.859863
	Iteration 12Q: 3 clusters Score -1491687 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1492159.375000 Penalty: 4836.859863
	Iteration 13Q: 3 clusters Score -1492159 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1492619.375000 Penalty: 4836.859863
	Iteration 14Q: 3 clusters Score -1492619 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1493022.875000 Penalty: 4836.859863
	Iteration 15Q: 3 clusters Score -1493023 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1493368.875000 Penalty: 4836.859863
	Iteration 16Q: 3 clusters Score -1493369 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1493644.250000 Penalty: 4836.859863
	Iteration 17Q: 3 clusters Score -1493644 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1493884.500000 Penalty: 4836.859863
	Iteration 18Q: 3 clusters Score -1493884 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1494108.000000 Penalty: 4836.859863
	Iteration 19Q: 3 clusters Score -1494108 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1494281.250000 Penalty: 4836.859863
	Iteration 20F: 3 clusters Score -1494281 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1494403.750000 Penalty: 4836.859863
	Iteration 21Q: 3 clusters Score -1494404 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1494505.750000 Penalty: 4836.859863
	Iteration 22Q: 3 clusters Score -1494506 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1494584.000000 Penalty: 4836.859863
	Iteration 23Q: 3 clusters Score -1494584 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1494655.125000 Penalty: 4836.859863
	Iteration 24Q: 3 clusters Score -1494655 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1494692.250000 Penalty: 4836.859863
	Iteration 25Q: 3 clusters Score -1494692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1494732.375000 Penalty: 4836.859863
	Iteration 26Q: 3 clusters Score -1494732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1494750.625000 Penalty: 4836.859863
	Iteration 27Q: 3 clusters Score -1494751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1494766.375000 Penalty: 4836.859863
	Iteration 28Q: 3 clusters Score -1494766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1494777.750000 Penalty: 4836.859863
	Iteration 29Q: 3 clusters Score -1494778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1494790.250000 Penalty: 4836.859863
	Iteration 30Q: 3 clusters Score -1494790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1494809.000000 Penalty: 4836.859863
	Iteration 31Q: 3 clusters Score -1494809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1494824.750000 Penalty: 4836.859863
	Iteration 32Q: 3 clusters Score -1494825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1494837.750000 Penalty: 4836.859863
	Iteration 33Q: 3 clusters Score -1494838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1494844.500000 Penalty: 4836.859863
	Iteration 34Q: 3 clusters Score -1494844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1494848.250000 Penalty: 4836.859863
	Iteration 35Q: 3 clusters Score -1494848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1494845.750000 Penalty: 4836.859863
	Iteration 36Q: 3 clusters Score -1494846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1494853.375000 Penalty: 4836.859863
	Iteration 37Q: 3 clusters Score -1494853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1494857.250000 Penalty: 4836.859863
	Iteration 38Q: 3 clusters Score -1494857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1494862.500000 Penalty: 4836.859863
	Iteration 39Q: 3 clusters Score -1494862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1494870.125000 Penalty: 4836.859863
	Iteration 40F: 3 clusters Score -1494870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1494869.500000 Penalty: 4836.859863
	Iteration 41Q: 3 clusters Score -1494870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1494874.250000 Penalty: 4836.859863
	Iteration 42Q: 3 clusters Score -1494874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1494875.625000 Penalty: 4836.859863
	Iteration 43Q: 3 clusters Score -1494876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1494883.875000 Penalty: 4836.859863
	Iteration 44Q: 3 clusters Score -1494884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1494886.000000 Penalty: 4836.859863
	Iteration 45Q: 3 clusters Score -1494886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1494885.125000 Penalty: 4836.859863
	Iteration 46Q: 3 clusters Score -1494885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1494892.000000 Penalty: 4836.859863
	Iteration 47Q: 3 clusters Score -1494892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1494896.875000 Penalty: 4836.859863
	Iteration 48Q: 3 clusters Score -1494897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1494898.125000 Penalty: 4836.859863
	Iteration 49Q: 3 clusters Score -1494898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1494901.875000 Penalty: 4836.859863
	Iteration 50Q: 3 clusters Score -1494902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1494903.125000 Penalty: 4836.859863
	Iteration 51Q: 3 clusters Score -1494903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1494903.625000 Penalty: 4836.859863
	Iteration 52Q: 3 clusters Score -1494904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1494906.125000 Penalty: 4836.859863
	Iteration 53Q: 3 clusters Score -1494906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1494906.125000 Penalty: 4836.859863
	Iteration 54Q: 3 clusters Score -1494906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1494908.000000 Penalty: 4836.859863
	Iteration 55Q: 3 clusters Score -1494908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1494908.125000 Penalty: 4836.859863
	Iteration 56Q: 3 clusters Score -1494908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1494911.000000 Penalty: 4836.859863
	Iteration 57Q: 3 clusters Score -1494911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1494911.625000 Penalty: 4836.859863
	Iteration 58Q: 3 clusters Score -1494912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1494912.250000 Penalty: 4836.859863
	Iteration 59Q: 3 clusters Score -1494912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1494911.625000 Penalty: 4836.859863
	Iteration 60F: 3 clusters Score -1494912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1494911.125000 Penalty: 4836.859863
	Iteration 61Q: 3 clusters Score -1494911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1494910.625000 Penalty: 4836.859863
	Iteration 62Q: 3 clusters Score -1494911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1494909.500000 Penalty: 4836.859863
	Iteration 63Q: 3 clusters Score -1494910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1494911.625000 Penalty: 4836.859863
	Iteration 64Q: 3 clusters Score -1494912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1494912.750000 Penalty: 4836.859863
	Iteration 65Q: 3 clusters Score -1494913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1494913.500000 Penalty: 4836.859863
	Iteration 66Q: 3 clusters Score -1494914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1494913.500000 Penalty: 4836.859863
	Iteration 67F: 3 clusters Score -1494914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Entering Unmasked Estep 
Score: -760800.312500 Penalty: 2249.142334
	Iteration 0F: 2 clusters Score -760800.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -754001.562500 Penalty: 4498.284668
	Iteration 0F: 3 clusters Score -754001.6 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -755859.250000 Penalty: 4498.284668
	Iteration 1F: 3 clusters Score -755859.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -756132.562500 Penalty: 4498.284668
	Iteration 2F: 3 clusters Score -756132.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -756301.062500 Penalty: 4498.284668
	Iteration 3Q: 3 clusters Score -756301.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -756453.250000 Penalty: 4498.284668
	Iteration 4Q: 3 clusters Score -756453.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -756577.812500 Penalty: 4498.284668
	Iteration 5Q: 3 clusters Score -756577.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -756722.312500 Penalty: 4498.284668
	Iteration 6Q: 3 clusters Score -756722.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -756884.187500 Penalty: 4498.284668
	Iteration 7Q: 3 clusters Score -756884.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -757032.062500 Penalty: 4498.284668
	Iteration 8Q: 3 clusters Score -757032.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -757180.187500 Penalty: 4498.284668
	Iteration 9Q: 3 clusters Score -757180.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -757350.250000 Penalty: 4498.284668
	Iteration 10Q: 3 clusters Score -757350.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -757519.937500 Penalty: 4498.284668
	Iteration 11Q: 3 clusters Score -757519.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -757667.500000 Penalty: 4498.284668
	Iteration 12Q: 3 clusters Score -757667.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -757809.562500 Penalty: 4498.284668
	Iteration 13Q: 3 clusters Score -757809.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -757940.375000 Penalty: 4498.284668
	Iteration 14Q: 3 clusters Score -757940.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -758050.187500 Penalty: 4498.284668
	Iteration 15Q: 3 clusters Score -758050.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -758140.562500 Penalty: 4498.284668
	Iteration 16Q: 3 clusters Score -758140.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -758224.437500 Penalty: 4498.284668
	Iteration 17Q: 3 clusters Score -758224.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -758302.062500 Penalty: 4498.284668
	Iteration 18Q: 3 clusters Score -758302.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -758372.000000 Penalty: 4498.284668
	Iteration 19Q: 3 clusters Score -758372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -758442.375000 Penalty: 4498.284668
	Iteration 20F: 3 clusters Score -758442.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -758498.875000 Penalty: 4498.284668
	Iteration 21Q: 3 clusters Score -758498.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -758546.750000 Penalty: 4498.284668
	Iteration 22Q: 3 clusters Score -758546.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -758587.375000 Penalty: 4498.284668
	Iteration 23Q: 3 clusters Score -758587.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -758610.875000 Penalty: 4498.284668
	Iteration 24Q: 3 clusters Score -758610.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -758630.062500 Penalty: 4498.284668
	Iteration 25Q: 3 clusters Score -758630.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -758648.750000 Penalty: 4498.284668
	Iteration 26Q: 3 clusters Score -758648.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -758662.750000 Penalty: 4498.284668
	Iteration 27Q: 3 clusters Score -758662.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -758672.437500 Penalty: 4498.284668
	Iteration 28Q: 3 clusters Score -758672.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -758679.562500 Penalty: 4498.284668
	Iteration 29Q: 3 clusters Score -758679.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -758690.375000 Penalty: 4498.284668
	Iteration 30Q: 3 clusters Score -758690.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -758701.937500 Penalty: 4498.284668
	Iteration 31Q: 3 clusters Score -758701.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -758712.000000 Penalty: 4498.284668
	Iteration 32Q: 3 clusters Score -758712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -758718.625000 Penalty: 4498.284668
	Iteration 33Q: 3 clusters Score -758718.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -758723.875000 Penalty: 4498.284668
	Iteration 34Q: 3 clusters Score -758723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -758730.750000 Penalty: 4498.284668
	Iteration 35Q: 3 clusters Score -758730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -758738.187500 Penalty: 4498.284668
	Iteration 36Q: 3 clusters Score -758738.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -758741.937500 Penalty: 4498.284668
	Iteration 37Q: 3 clusters Score -758741.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -758747.125000 Penalty: 4498.284668
	Iteration 38Q: 3 clusters Score -758747.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -758747.875000 Penalty: 4498.284668
	Iteration 39Q: 3 clusters Score -758747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -758750.687500 Penalty: 4498.284668
	Iteration 40F: 3 clusters Score -758750.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -758752.250000 Penalty: 4498.284668
	Iteration 41Q: 3 clusters Score -758752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -758753.500000 Penalty: 4498.284668
	Iteration 42Q: 3 clusters Score -758753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -758758.250000 Penalty: 4498.284668
	Iteration 43Q: 3 clusters Score -758758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -758763.125000 Penalty: 4498.284668
	Iteration 44Q: 3 clusters Score -758763.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -758766.625000 Penalty: 4498.284668
	Iteration 45Q: 3 clusters Score -758766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -758766.437500 Penalty: 4498.284668
	Iteration 46Q: 3 clusters Score -758766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -758768.250000 Penalty: 4498.284668
	Iteration 47Q: 3 clusters Score -758768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -758776.500000 Penalty: 4498.284668
	Iteration 48Q: 3 clusters Score -758776.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -758781.000000 Penalty: 4498.284668
	Iteration 49Q: 3 clusters Score -758781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -758785.687500 Penalty: 4498.284668
	Iteration 50Q: 3 clusters Score -758785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -758788.187500 Penalty: 4498.284668
	Iteration 51Q: 3 clusters Score -758788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -758789.687500 Penalty: 4498.284668
	Iteration 52Q: 3 clusters Score -758789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -758794.875000 Penalty: 4498.284668
	Iteration 53Q: 3 clusters Score -758794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -758798.750000 Penalty: 4498.284668
	Iteration 54Q: 3 clusters Score -758798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -758798.812500 Penalty: 4498.284668
	Iteration 55Q: 3 clusters Score -758798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -758800.562500 Penalty: 4498.284668
	Iteration 56Q: 3 clusters Score -758800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -758803.250000 Penalty: 4498.284668
	Iteration 57Q: 3 clusters Score -758803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -758805.500000 Penalty: 4498.284668
	Iteration 58Q: 3 clusters Score -758805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -758807.312500 Penalty: 4498.284668
	Iteration 59Q: 3 clusters Score -758807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -758808.312500 Penalty: 4498.284668
	Iteration 60F: 3 clusters Score -758808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -758809.062500 Penalty: 4498.284668
	Iteration 61Q: 3 clusters Score -758809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -758809.062500 Penalty: 4498.284668
	Iteration 62F: 3 clusters Score -758809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Entering Unmasked Estep 
Score: -2450454.000000 Penalty: 2558.752197
	Iteration 0F: 2 clusters Score -2450454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2429796.250000 Penalty: 5117.504395
	Iteration 0F: 3 clusters Score -2429796 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2437780.500000 Penalty: 5117.504395
	Iteration 1F: 3 clusters Score -2437780 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2438722.750000 Penalty: 5117.504395
	Iteration 2F: 3 clusters Score -2438723 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2439817.250000 Penalty: 5117.504395
	Iteration 3F: 3 clusters Score -2439817 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2441096.000000 Penalty: 5117.504395
	Iteration 4F: 3 clusters Score -2441096 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2442528.000000 Penalty: 5117.504395
	Iteration 5F: 3 clusters Score -2442528 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2443996.000000 Penalty: 5117.504395
	Iteration 6F: 3 clusters Score -2443996 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2445371.000000 Penalty: 5117.504395
	Iteration 7F: 3 clusters Score -2445371 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2446516.250000 Penalty: 5117.504395
	Iteration 8F: 3 clusters Score -2446516 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2447521.250000 Penalty: 5117.504395
	Iteration 9Q: 3 clusters Score -2447521 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2448495.500000 Penalty: 5117.504395
	Iteration 10Q: 3 clusters Score -2448496 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2449236.750000 Penalty: 5117.504395
	Iteration 11Q: 3 clusters Score -2449237 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2449636.500000 Penalty: 5117.504395
	Iteration 12Q: 3 clusters Score -2449636 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2449852.000000 Penalty: 5117.504395
	Iteration 13Q: 3 clusters Score -2449852 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2449976.250000 Penalty: 5117.504395
	Iteration 14Q: 3 clusters Score -2449976 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2450065.250000 Penalty: 5117.504395
	Iteration 15Q: 3 clusters Score -2450065 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2450121.750000 Penalty: 5117.504395
	Iteration 16Q: 3 clusters Score -2450122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2450162.000000 Penalty: 5117.504395
	Iteration 17Q: 3 clusters Score -2450162 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2450215.250000 Penalty: 5117.504395
	Iteration 18Q: 3 clusters Score -2450215 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2450260.750000 Penalty: 5117.504395
	Iteration 19Q: 3 clusters Score -2450261 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2450289.000000 Penalty: 5117.504395
	Iteration 20F: 3 clusters Score -2450289 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2450318.500000 Penalty: 5117.504395
	Iteration 21Q: 3 clusters Score -2450318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2450339.750000 Penalty: 5117.504395
	Iteration 22Q: 3 clusters Score -2450340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2450338.750000 Penalty: 5117.504395
	Iteration 23Q: 3 clusters Score -2450339 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2450361.250000 Penalty: 5117.504395
	Iteration 24Q: 3 clusters Score -2450361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2450379.250000 Penalty: 5117.504395
	Iteration 25Q: 3 clusters Score -2450379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2450386.000000 Penalty: 5117.504395
	Iteration 26Q: 3 clusters Score -2450386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2450402.250000 Penalty: 5117.504395
	Iteration 27Q: 3 clusters Score -2450402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2450417.750000 Penalty: 5117.504395
	Iteration 28Q: 3 clusters Score -2450418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2450431.000000 Penalty: 5117.504395
	Iteration 29Q: 3 clusters Score -2450431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2450432.500000 Penalty: 5117.504395
	Iteration 30Q: 3 clusters Score -2450432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2450442.250000 Penalty: 5117.504395
	Iteration 31Q: 3 clusters Score -2450442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2450439.500000 Penalty: 5117.504395
	Iteration 32Q: 3 clusters Score -2450440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2450447.500000 Penalty: 5117.504395
	Iteration 33Q: 3 clusters Score -2450448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2450463.750000 Penalty: 5117.504395
	Iteration 34Q: 3 clusters Score -2450464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2450466.750000 Penalty: 5117.504395
	Iteration 35Q: 3 clusters Score -2450467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2450467.250000 Penalty: 5117.504395
	Iteration 36Q: 3 clusters Score -2450467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2450463.250000 Penalty: 5117.504395
	Iteration 37Q: 3 clusters Score -2450463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2450461.250000 Penalty: 5117.504395
	Iteration 38Q: 3 clusters Score -2450461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2450464.000000 Penalty: 5117.504395
	Iteration 39Q: 3 clusters Score -2450464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2450469.750000 Penalty: 5117.504395
	Iteration 40F: 3 clusters Score -2450470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2450464.500000 Penalty: 5117.504395
	Iteration 41Q: 3 clusters Score -2450464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2450465.000000 Penalty: 5117.504395
	Iteration 42Q: 3 clusters Score -2450465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2450466.500000 Penalty: 5117.504395
	Iteration 43Q: 3 clusters Score -2450466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2450465.250000 Penalty: 5117.504395
	Iteration 44Q: 3 clusters Score -2450465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2450464.000000 Penalty: 5117.504395
	Iteration 45Q: 3 clusters Score -2450464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2450466.500000 Penalty: 5117.504395
	Iteration 46Q: 3 clusters Score -2450466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2450468.750000 Penalty: 5117.504395
	Iteration 47Q: 3 clusters Score -2450469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2450467.000000 Penalty: 5117.504395
	Iteration 48Q: 3 clusters Score -2450467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2450469.000000 Penalty: 5117.504395
	Iteration 49Q: 3 clusters Score -2450469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2450470.000000 Penalty: 5117.504395
	Iteration 50Q: 3 clusters Score -2450470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2450470.750000 Penalty: 5117.504395
	Iteration 51Q: 3 clusters Score -2450471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2450469.750000 Penalty: 5117.504395
	Iteration 52Q: 3 clusters Score -2450470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2450469.750000 Penalty: 5117.504395
	Iteration 53F: 3 clusters Score -2450470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 11100 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 7741 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 8683 members 
Mstep: Class 13 contains 27049 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 39675 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 3709 members 
Mstep: Class 20 contains 25437 members 
Mstep: Class 21 contains 8893 members 
Mstep: Class 22 contains 25247 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 16245 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 103427 members 
Mstep: Class 27 contains 12396 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23414 members 
Mstep: Class 30 contains 4404 members 
Mstep: Class 31 contains 3210 members 
Entering Unmasked Estep 
Score: -38173032.000000 Penalty: 100329.578125
Splitting cluster 13 changes total score from -38171796.000000 to -38173032.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -292493.312500 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -292493.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -288994.312500 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -288994.3 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -289729.875000 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -289729.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -289879.218750 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -289879.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -289973.875000 Penalty: 4025.890869
	Iteration 3Q: 3 clusters Score -289973.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -290051.531250 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -290051.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -290111.656250 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -290111.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -290151.156250 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -290151.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -290179.375000 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -290179.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -290205.218750 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -290205.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -290227.312500 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -290227.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -290250.093750 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -290250.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -290277.500000 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -290277.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -290297.906250 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -290297.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -290317.093750 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -290317.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -290338.468750 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -290338.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -290358.593750 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -290358.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -290381.906250 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -290381.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -290399.875000 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -290399.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -290410.187500 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -290410.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -290417.468750 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -290417.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -290422.468750 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -290422.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -290427.875000 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -290427.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -290436.156250 Penalty: 4025.890869
	Iteration 22Q: 3 clusters Score -290436.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -290445.937500 Penalty: 4025.890869
	Iteration 23Q: 3 clusters Score -290445.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -290453.281250 Penalty: 4025.890869
	Iteration 24Q: 3 clusters Score -290453.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -290455.750000 Penalty: 4025.890869
	Iteration 25Q: 3 clusters Score -290455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -290457.843750 Penalty: 4025.890869
	Iteration 26Q: 3 clusters Score -290457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -290458.687500 Penalty: 4025.890869
	Iteration 27Q: 3 clusters Score -290458.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -290458.312500 Penalty: 4025.890869
	Iteration 28Q: 3 clusters Score -290458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -290458.312500 Penalty: 4025.890869
	Iteration 29F: 3 clusters Score -290458.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -405242.812500 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -405242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -401029.093750 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -401029.1 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -401963.031250 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -401963 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -402142.750000 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -402142.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -402232.125000 Penalty: 4184.892578
	Iteration 3Q: 3 clusters Score -402232.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -402295.812500 Penalty: 4184.892578
	Iteration 4Q: 3 clusters Score -402295.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -402345.000000 Penalty: 4184.892578
	Iteration 5Q: 3 clusters Score -402345 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -402381.593750 Penalty: 4184.892578
	Iteration 6Q: 3 clusters Score -402381.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -402410.812500 Penalty: 4184.892578
	Iteration 7Q: 3 clusters Score -402410.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -402437.906250 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -402437.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -402456.562500 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -402456.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -402472.937500 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -402472.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -402480.562500 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -402480.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -402492.687500 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -402492.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -402500.156250 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -402500.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -402506.500000 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -402506.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -402509.781250 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -402509.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -402513.906250 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -402513.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -402516.750000 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -402516.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -402520.093750 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -402520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -402524.125000 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -402524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -402526.812500 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -402526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -402529.343750 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -402529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -402529.656250 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -402529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -402530.000000 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -402530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -402530.281250 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -402530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -402532.718750 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -402532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -402533.656250 Penalty: 4184.892578
	Iteration 26Q: 3 clusters Score -402533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -402533.375000 Penalty: 4184.892578
	Iteration 27Q: 3 clusters Score -402533.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -402537.031250 Penalty: 4184.892578
	Iteration 28Q: 3 clusters Score -402537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -402543.687500 Penalty: 4184.892578
	Iteration 29Q: 3 clusters Score -402543.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -402553.312500 Penalty: 4184.892578
	Iteration 30Q: 3 clusters Score -402553.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -402563.000000 Penalty: 4184.892578
	Iteration 31Q: 3 clusters Score -402563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -402567.562500 Penalty: 4184.892578
	Iteration 32Q: 3 clusters Score -402567.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -402571.906250 Penalty: 4184.892578
	Iteration 33Q: 3 clusters Score -402571.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -402576.468750 Penalty: 4184.892578
	Iteration 34Q: 3 clusters Score -402576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -402578.937500 Penalty: 4184.892578
	Iteration 35Q: 3 clusters Score -402578.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -402582.187500 Penalty: 4184.892578
	Iteration 36Q: 3 clusters Score -402582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -402584.937500 Penalty: 4184.892578
	Iteration 37Q: 3 clusters Score -402584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -402586.562500 Penalty: 4184.892578
	Iteration 38Q: 3 clusters Score -402586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -402589.468750 Penalty: 4184.892578
	Iteration 39Q: 3 clusters Score -402589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -402590.750000 Penalty: 4184.892578
	Iteration 40F: 3 clusters Score -402590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -402592.250000 Penalty: 4184.892578
	Iteration 41Q: 3 clusters Score -402592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -402593.562500 Penalty: 4184.892578
	Iteration 42Q: 3 clusters Score -402593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -402594.812500 Penalty: 4184.892578
	Iteration 43Q: 3 clusters Score -402594.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -402597.593750 Penalty: 4184.892578
	Iteration 44Q: 3 clusters Score -402597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -402597.750000 Penalty: 4184.892578
	Iteration 45Q: 3 clusters Score -402597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -402598.750000 Penalty: 4184.892578
	Iteration 46Q: 3 clusters Score -402598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -402600.718750 Penalty: 4184.892578
	Iteration 47Q: 3 clusters Score -402600.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -402602.468750 Penalty: 4184.892578
	Iteration 48Q: 3 clusters Score -402602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -402603.031250 Penalty: 4184.892578
	Iteration 49Q: 3 clusters Score -402603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -402605.593750 Penalty: 4184.892578
	Iteration 50Q: 3 clusters Score -402605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -402606.781250 Penalty: 4184.892578
	Iteration 51Q: 3 clusters Score -402606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -402607.156250 Penalty: 4184.892578
	Iteration 52Q: 3 clusters Score -402607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -402607.156250 Penalty: 4184.892578
	Iteration 53F: 3 clusters Score -402607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -307190.250000 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -307190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -303121.812500 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -303121.8 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -304272.281250 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -304272.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -304913.250000 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -304913.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -305597.406250 Penalty: 4156.023438
	Iteration 3F: 3 clusters Score -305597.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -306120.218750 Penalty: 4156.023438
	Iteration 4F: 3 clusters Score -306120.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -306391.750000 Penalty: 4156.023438
	Iteration 5F: 3 clusters Score -306391.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -306515.218750 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -306515.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -306575.500000 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -306575.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -306613.625000 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -306613.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -306635.406250 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -306635.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -306651.687500 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -306651.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -306663.687500 Penalty: 4156.023438
	Iteration 11Q: 3 clusters Score -306663.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -306670.156250 Penalty: 4156.023438
	Iteration 12Q: 3 clusters Score -306670.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -306674.156250 Penalty: 4156.023438
	Iteration 13Q: 3 clusters Score -306674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -306676.718750 Penalty: 4156.023438
	Iteration 14Q: 3 clusters Score -306676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -306678.343750 Penalty: 4156.023438
	Iteration 15Q: 3 clusters Score -306678.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -306679.937500 Penalty: 4156.023438
	Iteration 16Q: 3 clusters Score -306679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -306682.468750 Penalty: 4156.023438
	Iteration 17Q: 3 clusters Score -306682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -306683.031250 Penalty: 4156.023438
	Iteration 18Q: 3 clusters Score -306683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -306684.093750 Penalty: 4156.023438
	Iteration 19Q: 3 clusters Score -306684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -306685.187500 Penalty: 4156.023438
	Iteration 20F: 3 clusters Score -306685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -306685.906250 Penalty: 4156.023438
	Iteration 21Q: 3 clusters Score -306685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -306687.156250 Penalty: 4156.023438
	Iteration 22Q: 3 clusters Score -306687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -306686.781250 Penalty: 4156.023438
	Iteration 23Q: 3 clusters Score -306686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -306686.781250 Penalty: 4156.023438
	Iteration 24F: 3 clusters Score -306686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Entering Unmasked Estep 
Score: -3424424.750000 Penalty: 2625.942139
	Iteration 0F: 2 clusters Score -3424425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3397502.750000 Penalty: 5251.884277
	Iteration 0F: 3 clusters Score -3397503 nChanged 18025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3407882.250000 Penalty: 5251.884277
	Iteration 1F: 3 clusters Score -3407882 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3408680.250000 Penalty: 5251.884277
	Iteration 2F: 3 clusters Score -3408680 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3409586.000000 Penalty: 5251.884277
	Iteration 3F: 3 clusters Score -3409586 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3410503.250000 Penalty: 5251.884277
	Iteration 4F: 3 clusters Score -3410503 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3411509.000000 Penalty: 5251.884277
	Iteration 5F: 3 clusters Score -3411509 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3412453.750000 Penalty: 5251.884277
	Iteration 6F: 3 clusters Score -3412454 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3413346.750000 Penalty: 5251.884277
	Iteration 7Q: 3 clusters Score -3413347 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3414289.250000 Penalty: 5251.884277
	Iteration 8Q: 3 clusters Score -3414289 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3415297.000000 Penalty: 5251.884277
	Iteration 9Q: 3 clusters Score -3415297 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3416466.750000 Penalty: 5251.884277
	Iteration 10Q: 3 clusters Score -3416467 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3417827.000000 Penalty: 5251.884277
	Iteration 11Q: 3 clusters Score -3417827 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3419198.250000 Penalty: 5251.884277
	Iteration 12Q: 3 clusters Score -3419198 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3420127.000000 Penalty: 5251.884277
	Iteration 13Q: 3 clusters Score -3420127 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3420529.250000 Penalty: 5251.884277
	Iteration 14Q: 3 clusters Score -3420529 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3420741.250000 Penalty: 5251.884277
	Iteration 15Q: 3 clusters Score -3420741 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3420904.000000 Penalty: 5251.884277
	Iteration 16Q: 3 clusters Score -3420904 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3421014.250000 Penalty: 5251.884277
	Iteration 17Q: 3 clusters Score -3421014 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3421118.500000 Penalty: 5251.884277
	Iteration 18Q: 3 clusters Score -3421118 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3421219.000000 Penalty: 5251.884277
	Iteration 19Q: 3 clusters Score -3421219 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3421330.500000 Penalty: 5251.884277
	Iteration 20F: 3 clusters Score -3421330 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3421418.750000 Penalty: 5251.884277
	Iteration 21Q: 3 clusters Score -3421419 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3421479.500000 Penalty: 5251.884277
	Iteration 22Q: 3 clusters Score -3421480 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3421569.500000 Penalty: 5251.884277
	Iteration 23Q: 3 clusters Score -3421570 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3421600.750000 Penalty: 5251.884277
	Iteration 24Q: 3 clusters Score -3421601 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3421651.750000 Penalty: 5251.884277
	Iteration 25Q: 3 clusters Score -3421652 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3421681.750000 Penalty: 5251.884277
	Iteration 26Q: 3 clusters Score -3421682 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3421720.750000 Penalty: 5251.884277
	Iteration 27Q: 3 clusters Score -3421721 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3421740.500000 Penalty: 5251.884277
	Iteration 28Q: 3 clusters Score -3421740 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3421765.000000 Penalty: 5251.884277
	Iteration 29Q: 3 clusters Score -3421765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3421776.500000 Penalty: 5251.884277
	Iteration 30Q: 3 clusters Score -3421776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3421802.750000 Penalty: 5251.884277
	Iteration 31Q: 3 clusters Score -3421803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3421826.000000 Penalty: 5251.884277
	Iteration 32Q: 3 clusters Score -3421826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3421821.500000 Penalty: 5251.884277
	Iteration 33Q: 3 clusters Score -3421822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3421849.500000 Penalty: 5251.884277
	Iteration 34Q: 3 clusters Score -3421850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3421867.250000 Penalty: 5251.884277
	Iteration 35Q: 3 clusters Score -3421867 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3421875.000000 Penalty: 5251.884277
	Iteration 36Q: 3 clusters Score -3421875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3421894.250000 Penalty: 5251.884277
	Iteration 37Q: 3 clusters Score -3421894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3421910.000000 Penalty: 5251.884277
	Iteration 38Q: 3 clusters Score -3421910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3421919.250000 Penalty: 5251.884277
	Iteration 39Q: 3 clusters Score -3421919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3421945.750000 Penalty: 5251.884277
	Iteration 40F: 3 clusters Score -3421946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3421943.250000 Penalty: 5251.884277
	Iteration 41Q: 3 clusters Score -3421943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3421942.250000 Penalty: 5251.884277
	Iteration 42Q: 3 clusters Score -3421942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3421960.750000 Penalty: 5251.884277
	Iteration 43Q: 3 clusters Score -3421961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3421968.750000 Penalty: 5251.884277
	Iteration 44Q: 3 clusters Score -3421969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3421973.250000 Penalty: 5251.884277
	Iteration 45Q: 3 clusters Score -3421973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3421973.000000 Penalty: 5251.884277
	Iteration 46Q: 3 clusters Score -3421973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3421985.750000 Penalty: 5251.884277
	Iteration 47Q: 3 clusters Score -3421986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3421996.750000 Penalty: 5251.884277
	Iteration 48Q: 3 clusters Score -3421997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3422000.000000 Penalty: 5251.884277
	Iteration 49Q: 3 clusters Score -3422000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3422003.000000 Penalty: 5251.884277
	Iteration 50Q: 3 clusters Score -3422003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3422003.500000 Penalty: 5251.884277
	Iteration 51Q: 3 clusters Score -3422004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -3422009.250000 Penalty: 5251.884277
	Iteration 52Q: 3 clusters Score -3422009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3422019.250000 Penalty: 5251.884277
	Iteration 53Q: 3 clusters Score -3422019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3422021.750000 Penalty: 5251.884277
	Iteration 54Q: 3 clusters Score -3422022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3422017.000000 Penalty: 5251.884277
	Iteration 55Q: 3 clusters Score -3422017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3422017.750000 Penalty: 5251.884277
	Iteration 56Q: 3 clusters Score -3422018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3422019.250000 Penalty: 5251.884277
	Iteration 57Q: 3 clusters Score -3422019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3422030.500000 Penalty: 5251.884277
	Iteration 58Q: 3 clusters Score -3422030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3422018.750000 Penalty: 5251.884277
	Iteration 59Q: 3 clusters Score -3422019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3422018.000000 Penalty: 5251.884277
	Iteration 60F: 3 clusters Score -3422018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3422019.750000 Penalty: 5251.884277
	Iteration 61Q: 3 clusters Score -3422020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3422023.250000 Penalty: 5251.884277
	Iteration 62Q: 3 clusters Score -3422023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3422027.750000 Penalty: 5251.884277
	Iteration 63Q: 3 clusters Score -3422028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3422032.000000 Penalty: 5251.884277
	Iteration 64Q: 3 clusters Score -3422032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3422043.500000 Penalty: 5251.884277
	Iteration 65Q: 3 clusters Score -3422044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3422039.750000 Penalty: 5251.884277
	Iteration 66Q: 3 clusters Score -3422040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3422036.750000 Penalty: 5251.884277
	Iteration 67Q: 3 clusters Score -3422037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3422042.750000 Penalty: 5251.884277
	Iteration 68Q: 3 clusters Score -3422043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3422043.750000 Penalty: 5251.884277
	Iteration 69Q: 3 clusters Score -3422044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3422052.750000 Penalty: 5251.884277
	Iteration 70Q: 3 clusters Score -3422053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3422056.000000 Penalty: 5251.884277
	Iteration 71Q: 3 clusters Score -3422056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3422048.500000 Penalty: 5251.884277
	Iteration 72Q: 3 clusters Score -3422048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3422051.750000 Penalty: 5251.884277
	Iteration 73Q: 3 clusters Score -3422052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3422060.250000 Penalty: 5251.884277
	Iteration 74Q: 3 clusters Score -3422060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3422074.500000 Penalty: 5251.884277
	Iteration 75Q: 3 clusters Score -3422074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3422073.750000 Penalty: 5251.884277
	Iteration 76Q: 3 clusters Score -3422074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3422072.500000 Penalty: 5251.884277
	Iteration 77Q: 3 clusters Score -3422072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3422081.000000 Penalty: 5251.884277
	Iteration 78Q: 3 clusters Score -3422081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3422076.000000 Penalty: 5251.884277
	Iteration 79Q: 3 clusters Score -3422076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3422079.500000 Penalty: 5251.884277
	Iteration 80F: 3 clusters Score -3422080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3422072.500000 Penalty: 5251.884277
	Iteration 81Q: 3 clusters Score -3422072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3422079.000000 Penalty: 5251.884277
	Iteration 82Q: 3 clusters Score -3422079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3422078.750000 Penalty: 5251.884277
	Iteration 83Q: 3 clusters Score -3422079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3422074.250000 Penalty: 5251.884277
	Iteration 84Q: 3 clusters Score -3422074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3422076.500000 Penalty: 5251.884277
	Iteration 85Q: 3 clusters Score -3422076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3422079.000000 Penalty: 5251.884277
	Iteration 86Q: 3 clusters Score -3422079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3422078.750000 Penalty: 5251.884277
	Iteration 87Q: 3 clusters Score -3422079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3422075.250000 Penalty: 5251.884277
	Iteration 88Q: 3 clusters Score -3422075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3422073.250000 Penalty: 5251.884277
	Iteration 89Q: 3 clusters Score -3422073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3422077.500000 Penalty: 5251.884277
	Iteration 90Q: 3 clusters Score -3422078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3422077.000000 Penalty: 5251.884277
	Iteration 91Q: 3 clusters Score -3422077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3422077.000000 Penalty: 5251.884277
	Iteration 92F: 3 clusters Score -3422077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Entering Unmasked Estep 
Score: -984789.000000 Penalty: 2326.197998
	Iteration 0F: 2 clusters Score -984789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -975927.062500 Penalty: 4652.395996
	Iteration 0F: 3 clusters Score -975927.1 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -978672.937500 Penalty: 4652.395996
	Iteration 1F: 3 clusters Score -978672.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -979087.625000 Penalty: 4652.395996
	Iteration 2F: 3 clusters Score -979087.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -979472.000000 Penalty: 4652.395996
	Iteration 3F: 3 clusters Score -979472 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -979810.500000 Penalty: 4652.395996
	Iteration 4F: 3 clusters Score -979810.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -980149.062500 Penalty: 4652.395996
	Iteration 5Q: 3 clusters Score -980149.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -980449.937500 Penalty: 4652.395996
	Iteration 6Q: 3 clusters Score -980449.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -980744.937500 Penalty: 4652.395996
	Iteration 7Q: 3 clusters Score -980744.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -981024.875000 Penalty: 4652.395996
	Iteration 8Q: 3 clusters Score -981024.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -981288.312500 Penalty: 4652.395996
	Iteration 9Q: 3 clusters Score -981288.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -981528.187500 Penalty: 4652.395996
	Iteration 10Q: 3 clusters Score -981528.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -981738.437500 Penalty: 4652.395996
	Iteration 11Q: 3 clusters Score -981738.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -981892.750000 Penalty: 4652.395996
	Iteration 12Q: 3 clusters Score -981892.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -981987.500000 Penalty: 4652.395996
	Iteration 13Q: 3 clusters Score -981987.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -982043.000000 Penalty: 4652.395996
	Iteration 14Q: 3 clusters Score -982043 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -982080.437500 Penalty: 4652.395996
	Iteration 15Q: 3 clusters Score -982080.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -982103.375000 Penalty: 4652.395996
	Iteration 16Q: 3 clusters Score -982103.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -982121.812500 Penalty: 4652.395996
	Iteration 17Q: 3 clusters Score -982121.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -982140.812500 Penalty: 4652.395996
	Iteration 18Q: 3 clusters Score -982140.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -982153.937500 Penalty: 4652.395996
	Iteration 19Q: 3 clusters Score -982153.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -982164.375000 Penalty: 4652.395996
	Iteration 20F: 3 clusters Score -982164.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -982170.875000 Penalty: 4652.395996
	Iteration 21Q: 3 clusters Score -982170.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -982178.812500 Penalty: 4652.395996
	Iteration 22Q: 3 clusters Score -982178.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -982184.875000 Penalty: 4652.395996
	Iteration 23Q: 3 clusters Score -982184.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -982192.750000 Penalty: 4652.395996
	Iteration 24Q: 3 clusters Score -982192.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -982200.625000 Penalty: 4652.395996
	Iteration 25Q: 3 clusters Score -982200.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -982203.500000 Penalty: 4652.395996
	Iteration 26Q: 3 clusters Score -982203.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -982204.937500 Penalty: 4652.395996
	Iteration 27Q: 3 clusters Score -982204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -982211.312500 Penalty: 4652.395996
	Iteration 28Q: 3 clusters Score -982211.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -982210.125000 Penalty: 4652.395996
	Iteration 29Q: 3 clusters Score -982210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -982213.250000 Penalty: 4652.395996
	Iteration 30Q: 3 clusters Score -982213.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -982214.312500 Penalty: 4652.395996
	Iteration 31Q: 3 clusters Score -982214.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -982216.187500 Penalty: 4652.395996
	Iteration 32Q: 3 clusters Score -982216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -982217.062500 Penalty: 4652.395996
	Iteration 33Q: 3 clusters Score -982217.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -982218.250000 Penalty: 4652.395996
	Iteration 34Q: 3 clusters Score -982218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -982220.375000 Penalty: 4652.395996
	Iteration 35Q: 3 clusters Score -982220.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -982223.750000 Penalty: 4652.395996
	Iteration 36Q: 3 clusters Score -982223.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -982225.062500 Penalty: 4652.395996
	Iteration 37Q: 3 clusters Score -982225.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -982225.625000 Penalty: 4652.395996
	Iteration 38Q: 3 clusters Score -982225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -982224.937500 Penalty: 4652.395996
	Iteration 39Q: 3 clusters Score -982224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -982227.187500 Penalty: 4652.395996
	Iteration 40F: 3 clusters Score -982227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -982228.437500 Penalty: 4652.395996
	Iteration 41Q: 3 clusters Score -982228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -982226.687500 Penalty: 4652.395996
	Iteration 42Q: 3 clusters Score -982226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -982228.125000 Penalty: 4652.395996
	Iteration 43Q: 3 clusters Score -982228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -982227.500000 Penalty: 4652.395996
	Iteration 44Q: 3 clusters Score -982227.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -982228.750000 Penalty: 4652.395996
	Iteration 45Q: 3 clusters Score -982228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -982228.750000 Penalty: 4652.395996
	Iteration 46F: 3 clusters Score -982228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -296933.562500 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -296933.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -293284.187500 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -293284.2 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -294057.812500 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -294057.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -294270.281250 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -294270.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -294387.125000 Penalty: 4076.384521
	Iteration 3Q: 3 clusters Score -294387.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -294488.375000 Penalty: 4076.384521
	Iteration 4Q: 3 clusters Score -294488.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -294609.468750 Penalty: 4076.384521
	Iteration 5Q: 3 clusters Score -294609.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -294732.093750 Penalty: 4076.384521
	Iteration 6Q: 3 clusters Score -294732.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -294864.281250 Penalty: 4076.384521
	Iteration 7Q: 3 clusters Score -294864.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -294990.156250 Penalty: 4076.384521
	Iteration 8Q: 3 clusters Score -294990.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -295067.718750 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -295067.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -295136.656250 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -295136.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -295194.500000 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -295194.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -295238.093750 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -295238.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -295274.062500 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -295274.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -295296.781250 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -295296.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -295311.968750 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -295312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -295324.312500 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -295324.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -295334.656250 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -295334.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -295340.593750 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -295340.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -295345.187500 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -295345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -295350.937500 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -295350.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -295358.531250 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -295358.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -295361.218750 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -295361.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -295365.281250 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -295365.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -295368.187500 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -295368.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -295371.968750 Penalty: 4076.384521
	Iteration 25Q: 3 clusters Score -295372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -295373.531250 Penalty: 4076.384521
	Iteration 26Q: 3 clusters Score -295373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -295376.468750 Penalty: 4076.384521
	Iteration 27Q: 3 clusters Score -295376.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -295381.437500 Penalty: 4076.384521
	Iteration 28Q: 3 clusters Score -295381.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -295386.562500 Penalty: 4076.384521
	Iteration 29Q: 3 clusters Score -295386.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -295391.156250 Penalty: 4076.384521
	Iteration 30Q: 3 clusters Score -295391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -295395.625000 Penalty: 4076.384521
	Iteration 31Q: 3 clusters Score -295395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -295400.031250 Penalty: 4076.384521
	Iteration 32Q: 3 clusters Score -295400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -295402.093750 Penalty: 4076.384521
	Iteration 33Q: 3 clusters Score -295402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -295404.562500 Penalty: 4076.384521
	Iteration 34Q: 3 clusters Score -295404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -295405.687500 Penalty: 4076.384521
	Iteration 35Q: 3 clusters Score -295405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -295406.406250 Penalty: 4076.384521
	Iteration 36Q: 3 clusters Score -295406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -295407.875000 Penalty: 4076.384521
	Iteration 37Q: 3 clusters Score -295407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -295407.531250 Penalty: 4076.384521
	Iteration 38Q: 3 clusters Score -295407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -295408.375000 Penalty: 4076.384521
	Iteration 39Q: 3 clusters Score -295408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -295409.968750 Penalty: 4076.384521
	Iteration 40F: 3 clusters Score -295410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -295410.625000 Penalty: 4076.384521
	Iteration 41Q: 3 clusters Score -295410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -295410.625000 Penalty: 4076.384521
	Iteration 42F: 3 clusters Score -295410.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Entering Unmasked Estep 
Score: -2175994.000000 Penalty: 2515.702148
	Iteration 0F: 2 clusters Score -2175994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2158407.500000 Penalty: 5031.404297
	Iteration 0F: 3 clusters Score -2158408 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2164381.000000 Penalty: 5031.404297
	Iteration 1F: 3 clusters Score -2164381 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2164953.250000 Penalty: 5031.404297
	Iteration 2F: 3 clusters Score -2164953 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2165574.750000 Penalty: 5031.404297
	Iteration 3F: 3 clusters Score -2165575 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2166202.750000 Penalty: 5031.404297
	Iteration 4F: 3 clusters Score -2166203 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2166808.500000 Penalty: 5031.404297
	Iteration 5F: 3 clusters Score -2166808 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2167420.750000 Penalty: 5031.404297
	Iteration 6Q: 3 clusters Score -2167421 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2168136.750000 Penalty: 5031.404297
	Iteration 7Q: 3 clusters Score -2168137 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2169002.500000 Penalty: 5031.404297
	Iteration 8F: 3 clusters Score -2169002 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2170025.500000 Penalty: 5031.404297
	Iteration 9F: 3 clusters Score -2170026 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2171123.750000 Penalty: 5031.404297
	Iteration 10F: 3 clusters Score -2171124 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2172155.750000 Penalty: 5031.404297
	Iteration 11F: 3 clusters Score -2172156 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2172875.500000 Penalty: 5031.404297
	Iteration 12Q: 3 clusters Score -2172876 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2173308.500000 Penalty: 5031.404297
	Iteration 13Q: 3 clusters Score -2173308 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2173545.000000 Penalty: 5031.404297
	Iteration 14Q: 3 clusters Score -2173545 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2173688.250000 Penalty: 5031.404297
	Iteration 15Q: 3 clusters Score -2173688 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2173794.000000 Penalty: 5031.404297
	Iteration 16Q: 3 clusters Score -2173794 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2173858.250000 Penalty: 5031.404297
	Iteration 17Q: 3 clusters Score -2173858 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2173892.000000 Penalty: 5031.404297
	Iteration 18Q: 3 clusters Score -2173892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2173927.500000 Penalty: 5031.404297
	Iteration 19Q: 3 clusters Score -2173928 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2173952.750000 Penalty: 5031.404297
	Iteration 20F: 3 clusters Score -2173953 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2173976.000000 Penalty: 5031.404297
	Iteration 21Q: 3 clusters Score -2173976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2173983.000000 Penalty: 5031.404297
	Iteration 22Q: 3 clusters Score -2173983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2173983.750000 Penalty: 5031.404297
	Iteration 23Q: 3 clusters Score -2173984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2173995.000000 Penalty: 5031.404297
	Iteration 24Q: 3 clusters Score -2173995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2173999.500000 Penalty: 5031.404297
	Iteration 25Q: 3 clusters Score -2174000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2174013.250000 Penalty: 5031.404297
	Iteration 26Q: 3 clusters Score -2174013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2174014.500000 Penalty: 5031.404297
	Iteration 27Q: 3 clusters Score -2174014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2174014.750000 Penalty: 5031.404297
	Iteration 28Q: 3 clusters Score -2174015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2174011.750000 Penalty: 5031.404297
	Iteration 29Q: 3 clusters Score -2174012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2174008.500000 Penalty: 5031.404297
	Iteration 30Q: 3 clusters Score -2174008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2174017.750000 Penalty: 5031.404297
	Iteration 31Q: 3 clusters Score -2174018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2174014.750000 Penalty: 5031.404297
	Iteration 32Q: 3 clusters Score -2174015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2174021.500000 Penalty: 5031.404297
	Iteration 33Q: 3 clusters Score -2174022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2174022.750000 Penalty: 5031.404297
	Iteration 34Q: 3 clusters Score -2174023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2174020.250000 Penalty: 5031.404297
	Iteration 35Q: 3 clusters Score -2174020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2174023.750000 Penalty: 5031.404297
	Iteration 36Q: 3 clusters Score -2174024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2174025.250000 Penalty: 5031.404297
	Iteration 37Q: 3 clusters Score -2174025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2174023.750000 Penalty: 5031.404297
	Iteration 38Q: 3 clusters Score -2174024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2174023.250000 Penalty: 5031.404297
	Iteration 39Q: 3 clusters Score -2174023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2174022.500000 Penalty: 5031.404297
	Iteration 40F: 3 clusters Score -2174022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2174023.250000 Penalty: 5031.404297
	Iteration 41Q: 3 clusters Score -2174023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2174025.250000 Penalty: 5031.404297
	Iteration 42Q: 3 clusters Score -2174025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2174018.750000 Penalty: 5031.404297
	Iteration 43Q: 3 clusters Score -2174019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2174025.000000 Penalty: 5031.404297
	Iteration 44Q: 3 clusters Score -2174025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2174027.500000 Penalty: 5031.404297
	Iteration 45Q: 3 clusters Score -2174028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2174024.500000 Penalty: 5031.404297
	Iteration 46Q: 3 clusters Score -2174024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2174031.500000 Penalty: 5031.404297
	Iteration 47Q: 3 clusters Score -2174032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2174032.000000 Penalty: 5031.404297
	Iteration 48Q: 3 clusters Score -2174032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2174031.000000 Penalty: 5031.404297
	Iteration 49Q: 3 clusters Score -2174031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2174027.250000 Penalty: 5031.404297
	Iteration 50Q: 3 clusters Score -2174027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2174031.250000 Penalty: 5031.404297
	Iteration 51Q: 3 clusters Score -2174031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2174036.500000 Penalty: 5031.404297
	Iteration 52Q: 3 clusters Score -2174036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2174038.500000 Penalty: 5031.404297
	Iteration 53Q: 3 clusters Score -2174038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2174039.500000 Penalty: 5031.404297
	Iteration 54Q: 3 clusters Score -2174040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2174043.000000 Penalty: 5031.404297
	Iteration 55Q: 3 clusters Score -2174043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2174045.750000 Penalty: 5031.404297
	Iteration 56Q: 3 clusters Score -2174046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2174042.000000 Penalty: 5031.404297
	Iteration 57Q: 3 clusters Score -2174042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2174042.000000 Penalty: 5031.404297
	Iteration 58Q: 3 clusters Score -2174042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2174044.000000 Penalty: 5031.404297
	Iteration 59Q: 3 clusters Score -2174044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2174051.000000 Penalty: 5031.404297
	Iteration 60F: 3 clusters Score -2174051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2174049.750000 Penalty: 5031.404297
	Iteration 61Q: 3 clusters Score -2174050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2174046.250000 Penalty: 5031.404297
	Iteration 62Q: 3 clusters Score -2174046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2174044.250000 Penalty: 5031.404297
	Iteration 63Q: 3 clusters Score -2174044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2174051.250000 Penalty: 5031.404297
	Iteration 64Q: 3 clusters Score -2174051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2174049.750000 Penalty: 5031.404297
	Iteration 65Q: 3 clusters Score -2174050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2174049.750000 Penalty: 5031.404297
	Iteration 66Q: 3 clusters Score -2174050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2174050.500000 Penalty: 5031.404297
	Iteration 67Q: 3 clusters Score -2174050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2174049.000000 Penalty: 5031.404297
	Iteration 68Q: 3 clusters Score -2174049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2174048.750000 Penalty: 5031.404297
	Iteration 69Q: 3 clusters Score -2174049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2174052.000000 Penalty: 5031.404297
	Iteration 70Q: 3 clusters Score -2174052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2174056.250000 Penalty: 5031.404297
	Iteration 71Q: 3 clusters Score -2174056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2174056.250000 Penalty: 5031.404297
	Iteration 72Q: 3 clusters Score -2174056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2174056.500000 Penalty: 5031.404297
	Iteration 73Q: 3 clusters Score -2174056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2174056.000000 Penalty: 5031.404297
	Iteration 74Q: 3 clusters Score -2174056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2174057.000000 Penalty: 5031.404297
	Iteration 75Q: 3 clusters Score -2174057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2174058.250000 Penalty: 5031.404297
	Iteration 76Q: 3 clusters Score -2174058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2174060.250000 Penalty: 5031.404297
	Iteration 77Q: 3 clusters Score -2174060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2174053.000000 Penalty: 5031.404297
	Iteration 78Q: 3 clusters Score -2174053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2174057.250000 Penalty: 5031.404297
	Iteration 79Q: 3 clusters Score -2174057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2174056.500000 Penalty: 5031.404297
	Iteration 80F: 3 clusters Score -2174056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2174056.000000 Penalty: 5031.404297
	Iteration 81Q: 3 clusters Score -2174056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2174057.250000 Penalty: 5031.404297
	Iteration 82Q: 3 clusters Score -2174057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2174059.750000 Penalty: 5031.404297
	Iteration 83Q: 3 clusters Score -2174060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2174060.250000 Penalty: 5031.404297
	Iteration 84Q: 3 clusters Score -2174060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2174060.000000 Penalty: 5031.404297
	Iteration 85Q: 3 clusters Score -2174060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2174061.000000 Penalty: 5031.404297
	Iteration 86Q: 3 clusters Score -2174061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2174068.000000 Penalty: 5031.404297
	Iteration 87Q: 3 clusters Score -2174068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2174069.000000 Penalty: 5031.404297
	Iteration 88Q: 3 clusters Score -2174069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2174071.500000 Penalty: 5031.404297
	Iteration 89Q: 3 clusters Score -2174072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2174069.500000 Penalty: 5031.404297
	Iteration 90Q: 3 clusters Score -2174070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2174069.250000 Penalty: 5031.404297
	Iteration 91Q: 3 clusters Score -2174069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2174069.500000 Penalty: 5031.404297
	Iteration 92Q: 3 clusters Score -2174070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2174069.500000 Penalty: 5031.404297
	Iteration 93F: 3 clusters Score -2174070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Entering Unmasked Estep 
Score: -772355.187500 Penalty: 2255.068848
	Iteration 0F: 2 clusters Score -772355.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -765399.437500 Penalty: 4510.137695
	Iteration 0F: 3 clusters Score -765399.4 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -767361.250000 Penalty: 4510.137695
	Iteration 1F: 3 clusters Score -767361.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -767638.125000 Penalty: 4510.137695
	Iteration 2F: 3 clusters Score -767638.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -767829.375000 Penalty: 4510.137695
	Iteration 3Q: 3 clusters Score -767829.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -767956.312500 Penalty: 4510.137695
	Iteration 4Q: 3 clusters Score -767956.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -768055.625000 Penalty: 4510.137695
	Iteration 5Q: 3 clusters Score -768055.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -768127.437500 Penalty: 4510.137695
	Iteration 6Q: 3 clusters Score -768127.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -768185.125000 Penalty: 4510.137695
	Iteration 7Q: 3 clusters Score -768185.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -768232.312500 Penalty: 4510.137695
	Iteration 8Q: 3 clusters Score -768232.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -768281.625000 Penalty: 4510.137695
	Iteration 9Q: 3 clusters Score -768281.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -768332.250000 Penalty: 4510.137695
	Iteration 10Q: 3 clusters Score -768332.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -768377.000000 Penalty: 4510.137695
	Iteration 11Q: 3 clusters Score -768377 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -768422.000000 Penalty: 4510.137695
	Iteration 12Q: 3 clusters Score -768422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -768489.500000 Penalty: 4510.137695
	Iteration 13Q: 3 clusters Score -768489.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -768592.062500 Penalty: 4510.137695
	Iteration 14Q: 3 clusters Score -768592.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -768735.500000 Penalty: 4510.137695
	Iteration 15Q: 3 clusters Score -768735.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -768915.125000 Penalty: 4510.137695
	Iteration 16Q: 3 clusters Score -768915.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -769105.375000 Penalty: 4510.137695
	Iteration 17Q: 3 clusters Score -769105.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -769274.312500 Penalty: 4510.137695
	Iteration 18Q: 3 clusters Score -769274.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -769440.875000 Penalty: 4510.137695
	Iteration 19Q: 3 clusters Score -769440.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -769605.250000 Penalty: 4510.137695
	Iteration 20F: 3 clusters Score -769605.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -769755.437500 Penalty: 4510.137695
	Iteration 21Q: 3 clusters Score -769755.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -769887.187500 Penalty: 4510.137695
	Iteration 22Q: 3 clusters Score -769887.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -770004.812500 Penalty: 4510.137695
	Iteration 23Q: 3 clusters Score -770004.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -770080.875000 Penalty: 4510.137695
	Iteration 24Q: 3 clusters Score -770080.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -770132.750000 Penalty: 4510.137695
	Iteration 25Q: 3 clusters Score -770132.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -770186.562500 Penalty: 4510.137695
	Iteration 26Q: 3 clusters Score -770186.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -770228.500000 Penalty: 4510.137695
	Iteration 27Q: 3 clusters Score -770228.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -770261.125000 Penalty: 4510.137695
	Iteration 28Q: 3 clusters Score -770261.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -770283.937500 Penalty: 4510.137695
	Iteration 29Q: 3 clusters Score -770283.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -770306.500000 Penalty: 4510.137695
	Iteration 30Q: 3 clusters Score -770306.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -770329.687500 Penalty: 4510.137695
	Iteration 31Q: 3 clusters Score -770329.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -770349.250000 Penalty: 4510.137695
	Iteration 32Q: 3 clusters Score -770349.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -770365.125000 Penalty: 4510.137695
	Iteration 33Q: 3 clusters Score -770365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -770378.000000 Penalty: 4510.137695
	Iteration 34Q: 3 clusters Score -770378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -770383.250000 Penalty: 4510.137695
	Iteration 35Q: 3 clusters Score -770383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -770383.937500 Penalty: 4510.137695
	Iteration 36Q: 3 clusters Score -770383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -770389.187500 Penalty: 4510.137695
	Iteration 37Q: 3 clusters Score -770389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -770394.000000 Penalty: 4510.137695
	Iteration 38Q: 3 clusters Score -770394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -770395.750000 Penalty: 4510.137695
	Iteration 39Q: 3 clusters Score -770395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -770397.750000 Penalty: 4510.137695
	Iteration 40F: 3 clusters Score -770397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -770401.750000 Penalty: 4510.137695
	Iteration 41Q: 3 clusters Score -770401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -770406.625000 Penalty: 4510.137695
	Iteration 42Q: 3 clusters Score -770406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -770414.375000 Penalty: 4510.137695
	Iteration 43Q: 3 clusters Score -770414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -770420.875000 Penalty: 4510.137695
	Iteration 44Q: 3 clusters Score -770420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -770424.687500 Penalty: 4510.137695
	Iteration 45Q: 3 clusters Score -770424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -770428.812500 Penalty: 4510.137695
	Iteration 46Q: 3 clusters Score -770428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -770430.000000 Penalty: 4510.137695
	Iteration 47Q: 3 clusters Score -770430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -770433.000000 Penalty: 4510.137695
	Iteration 48Q: 3 clusters Score -770433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -770432.875000 Penalty: 4510.137695
	Iteration 49Q: 3 clusters Score -770432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -770434.937500 Penalty: 4510.137695
	Iteration 50Q: 3 clusters Score -770434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -770435.500000 Penalty: 4510.137695
	Iteration 51Q: 3 clusters Score -770435.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -770436.062500 Penalty: 4510.137695
	Iteration 52Q: 3 clusters Score -770436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -770436.062500 Penalty: 4510.137695
	Iteration 53F: 3 clusters Score -770436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Entering Unmasked Estep 
Score: -2169579.750000 Penalty: 2513.842529
	Iteration 0F: 2 clusters Score -2169580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2152224.000000 Penalty: 5027.685059
	Iteration 0F: 3 clusters Score -2152224 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2158159.250000 Penalty: 5027.685059
	Iteration 1F: 3 clusters Score -2158159 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2158646.750000 Penalty: 5027.685059
	Iteration 2F: 3 clusters Score -2158647 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2159043.000000 Penalty: 5027.685059
	Iteration 3Q: 3 clusters Score -2159043 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2159381.750000 Penalty: 5027.685059
	Iteration 4Q: 3 clusters Score -2159382 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2159674.750000 Penalty: 5027.685059
	Iteration 5Q: 3 clusters Score -2159675 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2159953.500000 Penalty: 5027.685059
	Iteration 6Q: 3 clusters Score -2159954 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2160177.000000 Penalty: 5027.685059
	Iteration 7Q: 3 clusters Score -2160177 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2160388.000000 Penalty: 5027.685059
	Iteration 8Q: 3 clusters Score -2160388 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2160621.250000 Penalty: 5027.685059
	Iteration 9Q: 3 clusters Score -2160621 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2160845.250000 Penalty: 5027.685059
	Iteration 10Q: 3 clusters Score -2160845 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2161051.250000 Penalty: 5027.685059
	Iteration 11Q: 3 clusters Score -2161051 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2161275.250000 Penalty: 5027.685059
	Iteration 12Q: 3 clusters Score -2161275 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2161546.000000 Penalty: 5027.685059
	Iteration 13Q: 3 clusters Score -2161546 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2161832.000000 Penalty: 5027.685059
	Iteration 14Q: 3 clusters Score -2161832 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2162145.500000 Penalty: 5027.685059
	Iteration 15Q: 3 clusters Score -2162146 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2162528.000000 Penalty: 5027.685059
	Iteration 16Q: 3 clusters Score -2162528 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2162967.250000 Penalty: 5027.685059
	Iteration 17Q: 3 clusters Score -2162967 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2163490.250000 Penalty: 5027.685059
	Iteration 18Q: 3 clusters Score -2163490 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2164151.500000 Penalty: 5027.685059
	Iteration 19Q: 3 clusters Score -2164152 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2164912.750000 Penalty: 5027.685059
	Iteration 20F: 3 clusters Score -2164913 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2165624.250000 Penalty: 5027.685059
	Iteration 21Q: 3 clusters Score -2165624 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2166216.000000 Penalty: 5027.685059
	Iteration 22Q: 3 clusters Score -2166216 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2166614.500000 Penalty: 5027.685059
	Iteration 23Q: 3 clusters Score -2166614 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2166877.500000 Penalty: 5027.685059
	Iteration 24Q: 3 clusters Score -2166878 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2167051.250000 Penalty: 5027.685059
	Iteration 25Q: 3 clusters Score -2167051 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2167136.000000 Penalty: 5027.685059
	Iteration 26Q: 3 clusters Score -2167136 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2167216.250000 Penalty: 5027.685059
	Iteration 27Q: 3 clusters Score -2167216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2167270.750000 Penalty: 5027.685059
	Iteration 28Q: 3 clusters Score -2167271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2167312.750000 Penalty: 5027.685059
	Iteration 29Q: 3 clusters Score -2167313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2167334.500000 Penalty: 5027.685059
	Iteration 30Q: 3 clusters Score -2167334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2167357.000000 Penalty: 5027.685059
	Iteration 31Q: 3 clusters Score -2167357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2167368.750000 Penalty: 5027.685059
	Iteration 32Q: 3 clusters Score -2167369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2167375.500000 Penalty: 5027.685059
	Iteration 33Q: 3 clusters Score -2167376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2167378.000000 Penalty: 5027.685059
	Iteration 34Q: 3 clusters Score -2167378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2167385.250000 Penalty: 5027.685059
	Iteration 35Q: 3 clusters Score -2167385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2167386.500000 Penalty: 5027.685059
	Iteration 36Q: 3 clusters Score -2167386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2167387.000000 Penalty: 5027.685059
	Iteration 37Q: 3 clusters Score -2167387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2167392.500000 Penalty: 5027.685059
	Iteration 38Q: 3 clusters Score -2167392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2167393.250000 Penalty: 5027.685059
	Iteration 39Q: 3 clusters Score -2167393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2167396.500000 Penalty: 5027.685059
	Iteration 40F: 3 clusters Score -2167396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Entering Unmasked Estep 
Score: -1944269.500000 Penalty: 2484.955078
	Iteration 0F: 2 clusters Score -1944270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1928597.875000 Penalty: 4969.910156
	Iteration 0F: 3 clusters Score -1928598 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1933944.125000 Penalty: 4969.910156
	Iteration 1F: 3 clusters Score -1933944 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1934447.125000 Penalty: 4969.910156
	Iteration 2F: 3 clusters Score -1934447 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1934987.625000 Penalty: 4969.910156
	Iteration 3F: 3 clusters Score -1934988 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1935543.500000 Penalty: 4969.910156
	Iteration 4Q: 3 clusters Score -1935544 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1936162.125000 Penalty: 4969.910156
	Iteration 5F: 3 clusters Score -1936162 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1936730.250000 Penalty: 4969.910156
	Iteration 6Q: 3 clusters Score -1936730 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1937247.875000 Penalty: 4969.910156
	Iteration 7Q: 3 clusters Score -1937248 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1937697.500000 Penalty: 4969.910156
	Iteration 8Q: 3 clusters Score -1937698 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1938092.000000 Penalty: 4969.910156
	Iteration 9Q: 3 clusters Score -1938092 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1938445.500000 Penalty: 4969.910156
	Iteration 10Q: 3 clusters Score -1938446 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1938807.625000 Penalty: 4969.910156
	Iteration 11Q: 3 clusters Score -1938808 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1939148.500000 Penalty: 4969.910156
	Iteration 12Q: 3 clusters Score -1939148 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1939466.250000 Penalty: 4969.910156
	Iteration 13Q: 3 clusters Score -1939466 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1939777.875000 Penalty: 4969.910156
	Iteration 14Q: 3 clusters Score -1939778 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1940105.125000 Penalty: 4969.910156
	Iteration 15Q: 3 clusters Score -1940105 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1940412.375000 Penalty: 4969.910156
	Iteration 16Q: 3 clusters Score -1940412 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1940670.125000 Penalty: 4969.910156
	Iteration 17Q: 3 clusters Score -1940670 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1940905.750000 Penalty: 4969.910156
	Iteration 18Q: 3 clusters Score -1940906 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1941112.125000 Penalty: 4969.910156
	Iteration 19Q: 3 clusters Score -1941112 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1941275.375000 Penalty: 4969.910156
	Iteration 20F: 3 clusters Score -1941275 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1941414.250000 Penalty: 4969.910156
	Iteration 21Q: 3 clusters Score -1941414 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1941547.875000 Penalty: 4969.910156
	Iteration 22Q: 3 clusters Score -1941548 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1941667.000000 Penalty: 4969.910156
	Iteration 23Q: 3 clusters Score -1941667 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1941778.000000 Penalty: 4969.910156
	Iteration 24Q: 3 clusters Score -1941778 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1941854.000000 Penalty: 4969.910156
	Iteration 25Q: 3 clusters Score -1941854 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1941920.000000 Penalty: 4969.910156
	Iteration 26Q: 3 clusters Score -1941920 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1941972.875000 Penalty: 4969.910156
	Iteration 27Q: 3 clusters Score -1941973 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1942017.875000 Penalty: 4969.910156
	Iteration 28Q: 3 clusters Score -1942018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1942056.125000 Penalty: 4969.910156
	Iteration 29Q: 3 clusters Score -1942056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1942091.875000 Penalty: 4969.910156
	Iteration 30Q: 3 clusters Score -1942092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1942114.000000 Penalty: 4969.910156
	Iteration 31Q: 3 clusters Score -1942114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1942128.375000 Penalty: 4969.910156
	Iteration 32Q: 3 clusters Score -1942128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1942141.500000 Penalty: 4969.910156
	Iteration 33Q: 3 clusters Score -1942142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1942155.375000 Penalty: 4969.910156
	Iteration 34Q: 3 clusters Score -1942155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1942167.875000 Penalty: 4969.910156
	Iteration 35Q: 3 clusters Score -1942168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1942179.250000 Penalty: 4969.910156
	Iteration 36Q: 3 clusters Score -1942179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1942197.000000 Penalty: 4969.910156
	Iteration 37Q: 3 clusters Score -1942197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1942205.625000 Penalty: 4969.910156
	Iteration 38Q: 3 clusters Score -1942206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1942209.625000 Penalty: 4969.910156
	Iteration 39Q: 3 clusters Score -1942210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1942213.875000 Penalty: 4969.910156
	Iteration 40F: 3 clusters Score -1942214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1942212.125000 Penalty: 4969.910156
	Iteration 41Q: 3 clusters Score -1942212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1942214.750000 Penalty: 4969.910156
	Iteration 42Q: 3 clusters Score -1942215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1942219.500000 Penalty: 4969.910156
	Iteration 43Q: 3 clusters Score -1942220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1942219.250000 Penalty: 4969.910156
	Iteration 44Q: 3 clusters Score -1942219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1942220.625000 Penalty: 4969.910156
	Iteration 45Q: 3 clusters Score -1942221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1942220.875000 Penalty: 4969.910156
	Iteration 46Q: 3 clusters Score -1942221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1942222.250000 Penalty: 4969.910156
	Iteration 47Q: 3 clusters Score -1942222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1942224.375000 Penalty: 4969.910156
	Iteration 48Q: 3 clusters Score -1942224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1942225.375000 Penalty: 4969.910156
	Iteration 49Q: 3 clusters Score -1942225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1942227.000000 Penalty: 4969.910156
	Iteration 50Q: 3 clusters Score -1942227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1942232.750000 Penalty: 4969.910156
	Iteration 51Q: 3 clusters Score -1942233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1942236.875000 Penalty: 4969.910156
	Iteration 52Q: 3 clusters Score -1942237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1942243.000000 Penalty: 4969.910156
	Iteration 53Q: 3 clusters Score -1942243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1942247.000000 Penalty: 4969.910156
	Iteration 54Q: 3 clusters Score -1942247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1942252.125000 Penalty: 4969.910156
	Iteration 55Q: 3 clusters Score -1942252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1942252.875000 Penalty: 4969.910156
	Iteration 56Q: 3 clusters Score -1942253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1942260.375000 Penalty: 4969.910156
	Iteration 57Q: 3 clusters Score -1942260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1942267.500000 Penalty: 4969.910156
	Iteration 58Q: 3 clusters Score -1942268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1942269.125000 Penalty: 4969.910156
	Iteration 59Q: 3 clusters Score -1942269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1942269.000000 Penalty: 4969.910156
	Iteration 60F: 3 clusters Score -1942269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1942270.125000 Penalty: 4969.910156
	Iteration 61Q: 3 clusters Score -1942270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1942272.375000 Penalty: 4969.910156
	Iteration 62Q: 3 clusters Score -1942272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1942273.375000 Penalty: 4969.910156
	Iteration 63Q: 3 clusters Score -1942273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1942274.750000 Penalty: 4969.910156
	Iteration 64Q: 3 clusters Score -1942275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1942274.250000 Penalty: 4969.910156
	Iteration 65Q: 3 clusters Score -1942274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1942275.250000 Penalty: 4969.910156
	Iteration 66Q: 3 clusters Score -1942275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1942274.875000 Penalty: 4969.910156
	Iteration 67Q: 3 clusters Score -1942275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1942278.750000 Penalty: 4969.910156
	Iteration 68Q: 3 clusters Score -1942279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1942278.000000 Penalty: 4969.910156
	Iteration 69Q: 3 clusters Score -1942278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1942281.500000 Penalty: 4969.910156
	Iteration 70Q: 3 clusters Score -1942282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1942281.375000 Penalty: 4969.910156
	Iteration 71Q: 3 clusters Score -1942281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1942281.375000 Penalty: 4969.910156
	Iteration 72F: 3 clusters Score -1942281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Entering Unmasked Estep 
Score: -1399039.875000 Penalty: 2404.494141
	Iteration 0F: 2 clusters Score -1399040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1387314.125000 Penalty: 4808.988281
	Iteration 0F: 3 clusters Score -1387314 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1391249.625000 Penalty: 4808.988281
	Iteration 1F: 3 clusters Score -1391250 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1391652.875000 Penalty: 4808.988281
	Iteration 2F: 3 clusters Score -1391653 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1391987.375000 Penalty: 4808.988281
	Iteration 3F: 3 clusters Score -1391987 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1392290.625000 Penalty: 4808.988281
	Iteration 4Q: 3 clusters Score -1392291 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1392629.500000 Penalty: 4808.988281
	Iteration 5Q: 3 clusters Score -1392630 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1392986.750000 Penalty: 4808.988281
	Iteration 6Q: 3 clusters Score -1392987 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1393400.375000 Penalty: 4808.988281
	Iteration 7Q: 3 clusters Score -1393400 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1393886.375000 Penalty: 4808.988281
	Iteration 8Q: 3 clusters Score -1393886 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1394365.375000 Penalty: 4808.988281
	Iteration 9Q: 3 clusters Score -1394365 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1394856.125000 Penalty: 4808.988281
	Iteration 10Q: 3 clusters Score -1394856 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1395293.625000 Penalty: 4808.988281
	Iteration 11Q: 3 clusters Score -1395294 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1395710.375000 Penalty: 4808.988281
	Iteration 12Q: 3 clusters Score -1395710 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1396044.000000 Penalty: 4808.988281
	Iteration 13Q: 3 clusters Score -1396044 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1396294.250000 Penalty: 4808.988281
	Iteration 14Q: 3 clusters Score -1396294 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1396472.750000 Penalty: 4808.988281
	Iteration 15Q: 3 clusters Score -1396473 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1396592.625000 Penalty: 4808.988281
	Iteration 16Q: 3 clusters Score -1396593 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1396675.125000 Penalty: 4808.988281
	Iteration 17Q: 3 clusters Score -1396675 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1396738.375000 Penalty: 4808.988281
	Iteration 18Q: 3 clusters Score -1396738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1396788.500000 Penalty: 4808.988281
	Iteration 19Q: 3 clusters Score -1396788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1396834.500000 Penalty: 4808.988281
	Iteration 20F: 3 clusters Score -1396834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1396872.125000 Penalty: 4808.988281
	Iteration 21Q: 3 clusters Score -1396872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1396913.625000 Penalty: 4808.988281
	Iteration 22Q: 3 clusters Score -1396914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1396949.500000 Penalty: 4808.988281
	Iteration 23Q: 3 clusters Score -1396950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1396974.625000 Penalty: 4808.988281
	Iteration 24Q: 3 clusters Score -1396975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1396996.000000 Penalty: 4808.988281
	Iteration 25Q: 3 clusters Score -1396996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1397007.625000 Penalty: 4808.988281
	Iteration 26Q: 3 clusters Score -1397008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1397027.000000 Penalty: 4808.988281
	Iteration 27Q: 3 clusters Score -1397027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1397043.625000 Penalty: 4808.988281
	Iteration 28Q: 3 clusters Score -1397044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1397049.500000 Penalty: 4808.988281
	Iteration 29Q: 3 clusters Score -1397050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1397058.625000 Penalty: 4808.988281
	Iteration 30Q: 3 clusters Score -1397059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1397069.250000 Penalty: 4808.988281
	Iteration 31Q: 3 clusters Score -1397069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1397079.625000 Penalty: 4808.988281
	Iteration 32Q: 3 clusters Score -1397080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1397085.000000 Penalty: 4808.988281
	Iteration 33Q: 3 clusters Score -1397085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1397091.000000 Penalty: 4808.988281
	Iteration 34Q: 3 clusters Score -1397091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1397098.000000 Penalty: 4808.988281
	Iteration 35Q: 3 clusters Score -1397098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1397099.500000 Penalty: 4808.988281
	Iteration 36Q: 3 clusters Score -1397100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1397104.750000 Penalty: 4808.988281
	Iteration 37Q: 3 clusters Score -1397105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1397104.000000 Penalty: 4808.988281
	Iteration 38Q: 3 clusters Score -1397104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1397101.500000 Penalty: 4808.988281
	Iteration 39Q: 3 clusters Score -1397102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1397103.000000 Penalty: 4808.988281
	Iteration 40F: 3 clusters Score -1397103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1397103.500000 Penalty: 4808.988281
	Iteration 41Q: 3 clusters Score -1397104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1397104.625000 Penalty: 4808.988281
	Iteration 42Q: 3 clusters Score -1397105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1397104.625000 Penalty: 4808.988281
	Iteration 43F: 3 clusters Score -1397105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -318825.281250 Penalty: 2070.789551
	Iteration 0F: 2 clusters Score -318825.3 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 2084 members 
Entering Unmasked Estep 
Score: -314840.031250 Penalty: 4141.579102
	Iteration 0F: 3 clusters Score -314840 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315813.062500 Penalty: 4141.579102
	Iteration 1F: 3 clusters Score -315813.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -316058.093750 Penalty: 4141.579102
	Iteration 2F: 3 clusters Score -316058.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -316197.593750 Penalty: 4141.579102
	Iteration 3F: 3 clusters Score -316197.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -316281.875000 Penalty: 4141.579102
	Iteration 4Q: 3 clusters Score -316281.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -316345.843750 Penalty: 4141.579102
	Iteration 5Q: 3 clusters Score -316345.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -316393.281250 Penalty: 4141.579102
	Iteration 6Q: 3 clusters Score -316393.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -316445.906250 Penalty: 4141.579102
	Iteration 7Q: 3 clusters Score -316445.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -316491.625000 Penalty: 4141.579102
	Iteration 8Q: 3 clusters Score -316491.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -316523.250000 Penalty: 4141.579102
	Iteration 9Q: 3 clusters Score -316523.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -316550.468750 Penalty: 4141.579102
	Iteration 10Q: 3 clusters Score -316550.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -316575.750000 Penalty: 4141.579102
	Iteration 11Q: 3 clusters Score -316575.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -316599.093750 Penalty: 4141.579102
	Iteration 12Q: 3 clusters Score -316599.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -316622.812500 Penalty: 4141.579102
	Iteration 13Q: 3 clusters Score -316622.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -316645.781250 Penalty: 4141.579102
	Iteration 14Q: 3 clusters Score -316645.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -316671.375000 Penalty: 4141.579102
	Iteration 15Q: 3 clusters Score -316671.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -316700.937500 Penalty: 4141.579102
	Iteration 16Q: 3 clusters Score -316700.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -316729.656250 Penalty: 4141.579102
	Iteration 17Q: 3 clusters Score -316729.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -316760.687500 Penalty: 4141.579102
	Iteration 18Q: 3 clusters Score -316760.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -316791.218750 Penalty: 4141.579102
	Iteration 19Q: 3 clusters Score -316791.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -316818.906250 Penalty: 4141.579102
	Iteration 20F: 3 clusters Score -316818.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -316845.968750 Penalty: 4141.579102
	Iteration 21Q: 3 clusters Score -316846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -316890.531250 Penalty: 4141.579102
	Iteration 22Q: 3 clusters Score -316890.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -316936.687500 Penalty: 4141.579102
	Iteration 23Q: 3 clusters Score -316936.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -316987.218750 Penalty: 4141.579102
	Iteration 24Q: 3 clusters Score -316987.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -317042.750000 Penalty: 4141.579102
	Iteration 25Q: 3 clusters Score -317042.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -317095.000000 Penalty: 4141.579102
	Iteration 26Q: 3 clusters Score -317095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -317147.500000 Penalty: 4141.579102
	Iteration 27Q: 3 clusters Score -317147.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -317190.593750 Penalty: 4141.579102
	Iteration 28Q: 3 clusters Score -317190.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -317221.312500 Penalty: 4141.579102
	Iteration 29Q: 3 clusters Score -317221.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -317242.937500 Penalty: 4141.579102
	Iteration 30Q: 3 clusters Score -317242.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -317263.156250 Penalty: 4141.579102
	Iteration 31Q: 3 clusters Score -317263.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -317285.750000 Penalty: 4141.579102
	Iteration 32Q: 3 clusters Score -317285.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -317309.687500 Penalty: 4141.579102
	Iteration 33Q: 3 clusters Score -317309.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -317334.781250 Penalty: 4141.579102
	Iteration 34Q: 3 clusters Score -317334.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -317364.968750 Penalty: 4141.579102
	Iteration 35Q: 3 clusters Score -317365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -317390.562500 Penalty: 4141.579102
	Iteration 36Q: 3 clusters Score -317390.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -317399.593750 Penalty: 4141.579102
	Iteration 37Q: 3 clusters Score -317399.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -317408.218750 Penalty: 4141.579102
	Iteration 38Q: 3 clusters Score -317408.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -317415.250000 Penalty: 4141.579102
	Iteration 39Q: 3 clusters Score -317415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -317417.281250 Penalty: 4141.579102
	Iteration 40F: 3 clusters Score -317417.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -317418.843750 Penalty: 4141.579102
	Iteration 41Q: 3 clusters Score -317418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -317420.437500 Penalty: 4141.579102
	Iteration 42Q: 3 clusters Score -317420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -317422.187500 Penalty: 4141.579102
	Iteration 43Q: 3 clusters Score -317422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -317422.187500 Penalty: 4141.579102
	Iteration 44F: 3 clusters Score -317422.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (103427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Entering Unmasked Estep 
Score: -8822668.000000 Penalty: 2863.562012
	Iteration 0F: 2 clusters Score -8822668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -8753545.000000 Penalty: 5727.124023
	Iteration 0F: 3 clusters Score -8753545 nChanged 49105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -8782424.000000 Penalty: 5727.124023
	Iteration 1F: 3 clusters Score -8782424 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -8783983.000000 Penalty: 5727.124023
	Iteration 2Q: 3 clusters Score -8783983 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 60034 members 
Entering Unmasked Estep 
Score: -8786188.000000 Penalty: 5727.124023
	Iteration 3F: 3 clusters Score -8786188 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -8789621.000000 Penalty: 5727.124023
	Iteration 4F: 3 clusters Score -8789621 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -8794266.000000 Penalty: 5727.124023
	Iteration 5F: 3 clusters Score -8794266 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -8799471.000000 Penalty: 5727.124023
	Iteration 6F: 3 clusters Score -8799471 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -8804584.000000 Penalty: 5727.124023
	Iteration 7F: 3 clusters Score -8804584 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -8809074.000000 Penalty: 5727.124023
	Iteration 8F: 3 clusters Score -8809074 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -8812778.000000 Penalty: 5727.124023
	Iteration 9Q: 3 clusters Score -8812778 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -8815613.000000 Penalty: 5727.124023
	Iteration 10Q: 3 clusters Score -8815613 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -8817465.000000 Penalty: 5727.124023
	Iteration 11Q: 3 clusters Score -8817465 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
Score: -8818658.000000 Penalty: 5727.124023
	Iteration 12Q: 3 clusters Score -8818658 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -8819325.000000 Penalty: 5727.124023
	Iteration 13Q: 3 clusters Score -8819325 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 101758 members 
Entering Unmasked Estep 
Score: -8819628.000000 Penalty: 5727.124023
	Iteration 14Q: 3 clusters Score -8819628 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -8819857.000000 Penalty: 5727.124023
	Iteration 15Q: 3 clusters Score -8819857 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -8820000.000000 Penalty: 5727.124023
	Iteration 16Q: 3 clusters Score -8820000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -8820079.000000 Penalty: 5727.124023
	Iteration 17Q: 3 clusters Score -8820079 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -8820165.000000 Penalty: 5727.124023
	Iteration 18Q: 3 clusters Score -8820165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -8820213.000000 Penalty: 5727.124023
	Iteration 19Q: 3 clusters Score -8820213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -8820221.000000 Penalty: 5727.124023
	Iteration 20F: 3 clusters Score -8820221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -8820246.000000 Penalty: 5727.124023
	Iteration 21Q: 3 clusters Score -8820246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 102657 members 
Entering Unmasked Estep 
Score: -8820257.000000 Penalty: 5727.124023
	Iteration 22Q: 3 clusters Score -8820257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 102676 members 
Entering Unmasked Estep 
Score: -8820266.000000 Penalty: 5727.124023
	Iteration 23Q: 3 clusters Score -8820266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 102689 members 
Entering Unmasked Estep 
Score: -8820286.000000 Penalty: 5727.124023
	Iteration 24Q: 3 clusters Score -8820286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -8820290.000000 Penalty: 5727.124023
	Iteration 25Q: 3 clusters Score -8820290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -8820295.000000 Penalty: 5727.124023
	Iteration 26Q: 3 clusters Score -8820295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 102710 members 
Entering Unmasked Estep 
Score: -8820302.000000 Penalty: 5727.124023
	Iteration 27Q: 3 clusters Score -8820302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -8820310.000000 Penalty: 5727.124023
	Iteration 28Q: 3 clusters Score -8820310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 102718 members 
Entering Unmasked Estep 
Score: -8820312.000000 Penalty: 5727.124023
	Iteration 29Q: 3 clusters Score -8820312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -8820306.000000 Penalty: 5727.124023
	Iteration 30Q: 3 clusters Score -8820306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 102721 members 
Entering Unmasked Estep 
Score: -8820308.000000 Penalty: 5727.124023
	Iteration 31Q: 3 clusters Score -8820308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -8820313.000000 Penalty: 5727.124023
	Iteration 32Q: 3 clusters Score -8820313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -8820305.000000 Penalty: 5727.124023
	Iteration 33Q: 3 clusters Score -8820305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 102727 members 
Entering Unmasked Estep 
Score: -8820312.000000 Penalty: 5727.124023
	Iteration 34Q: 3 clusters Score -8820312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -8820322.000000 Penalty: 5727.124023
	Iteration 35Q: 3 clusters Score -8820322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -8820327.000000 Penalty: 5727.124023
	Iteration 36Q: 3 clusters Score -8820327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -8820327.000000 Penalty: 5727.124023
	Iteration 37Q: 3 clusters Score -8820327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 102745 members 
Entering Unmasked Estep 
Score: -8820321.000000 Penalty: 5727.124023
	Iteration 38Q: 3 clusters Score -8820321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 102745 members 
Entering Unmasked Estep 
Score: -8820321.000000 Penalty: 5727.124023
	Iteration 39F: 3 clusters Score -8820321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Entering Unmasked Estep 
Score: -1064681.750000 Penalty: 2337.431885
	Iteration 0F: 2 clusters Score -1064682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1055527.625000 Penalty: 4674.863770
	Iteration 0F: 3 clusters Score -1055528 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1058341.875000 Penalty: 4674.863770
	Iteration 1F: 3 clusters Score -1058342 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1058652.375000 Penalty: 4674.863770
	Iteration 2F: 3 clusters Score -1058652 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1058900.375000 Penalty: 4674.863770
	Iteration 3Q: 3 clusters Score -1058900 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1059136.875000 Penalty: 4674.863770
	Iteration 4Q: 3 clusters Score -1059137 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1059359.625000 Penalty: 4674.863770
	Iteration 5Q: 3 clusters Score -1059360 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1059612.875000 Penalty: 4674.863770
	Iteration 6Q: 3 clusters Score -1059613 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1059905.750000 Penalty: 4674.863770
	Iteration 7Q: 3 clusters Score -1059906 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1060260.250000 Penalty: 4674.863770
	Iteration 8Q: 3 clusters Score -1060260 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1060646.250000 Penalty: 4674.863770
	Iteration 9Q: 3 clusters Score -1060646 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1061029.375000 Penalty: 4674.863770
	Iteration 10Q: 3 clusters Score -1061029 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1061391.125000 Penalty: 4674.863770
	Iteration 11Q: 3 clusters Score -1061391 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1061686.750000 Penalty: 4674.863770
	Iteration 12Q: 3 clusters Score -1061687 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1061902.000000 Penalty: 4674.863770
	Iteration 13Q: 3 clusters Score -1061902 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1062064.625000 Penalty: 4674.863770
	Iteration 14Q: 3 clusters Score -1062065 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1062177.375000 Penalty: 4674.863770
	Iteration 15Q: 3 clusters Score -1062177 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1062262.375000 Penalty: 4674.863770
	Iteration 16Q: 3 clusters Score -1062262 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1062318.500000 Penalty: 4674.863770
	Iteration 17Q: 3 clusters Score -1062318 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1062365.625000 Penalty: 4674.863770
	Iteration 18Q: 3 clusters Score -1062366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1062407.375000 Penalty: 4674.863770
	Iteration 19Q: 3 clusters Score -1062407 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1062446.625000 Penalty: 4674.863770
	Iteration 20F: 3 clusters Score -1062447 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1062483.875000 Penalty: 4674.863770
	Iteration 21Q: 3 clusters Score -1062484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1062521.750000 Penalty: 4674.863770
	Iteration 22Q: 3 clusters Score -1062522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1062552.375000 Penalty: 4674.863770
	Iteration 23Q: 3 clusters Score -1062552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1062580.500000 Penalty: 4674.863770
	Iteration 24Q: 3 clusters Score -1062580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1062601.000000 Penalty: 4674.863770
	Iteration 25Q: 3 clusters Score -1062601 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1062619.875000 Penalty: 4674.863770
	Iteration 26Q: 3 clusters Score -1062620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1062639.750000 Penalty: 4674.863770
	Iteration 27Q: 3 clusters Score -1062640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1062653.000000 Penalty: 4674.863770
	Iteration 28Q: 3 clusters Score -1062653 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1062668.375000 Penalty: 4674.863770
	Iteration 29Q: 3 clusters Score -1062668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1062685.125000 Penalty: 4674.863770
	Iteration 30Q: 3 clusters Score -1062685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1062699.625000 Penalty: 4674.863770
	Iteration 31Q: 3 clusters Score -1062700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1062709.875000 Penalty: 4674.863770
	Iteration 32Q: 3 clusters Score -1062710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1062722.125000 Penalty: 4674.863770
	Iteration 33Q: 3 clusters Score -1062722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1062730.750000 Penalty: 4674.863770
	Iteration 34Q: 3 clusters Score -1062731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1062740.750000 Penalty: 4674.863770
	Iteration 35Q: 3 clusters Score -1062741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1062752.000000 Penalty: 4674.863770
	Iteration 36Q: 3 clusters Score -1062752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1062765.625000 Penalty: 4674.863770
	Iteration 37Q: 3 clusters Score -1062766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1062774.625000 Penalty: 4674.863770
	Iteration 38Q: 3 clusters Score -1062775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1062784.625000 Penalty: 4674.863770
	Iteration 39Q: 3 clusters Score -1062785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1062789.875000 Penalty: 4674.863770
	Iteration 40F: 3 clusters Score -1062790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1062796.750000 Penalty: 4674.863770
	Iteration 41Q: 3 clusters Score -1062797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1062798.500000 Penalty: 4674.863770
	Iteration 42Q: 3 clusters Score -1062798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1062803.625000 Penalty: 4674.863770
	Iteration 43Q: 3 clusters Score -1062804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1062810.625000 Penalty: 4674.863770
	Iteration 44Q: 3 clusters Score -1062811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1062814.375000 Penalty: 4674.863770
	Iteration 45Q: 3 clusters Score -1062814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1062818.250000 Penalty: 4674.863770
	Iteration 46Q: 3 clusters Score -1062818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1062820.250000 Penalty: 4674.863770
	Iteration 47Q: 3 clusters Score -1062820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1062822.500000 Penalty: 4674.863770
	Iteration 48Q: 3 clusters Score -1062822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1062822.375000 Penalty: 4674.863770
	Iteration 49Q: 3 clusters Score -1062822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1062826.000000 Penalty: 4674.863770
	Iteration 50Q: 3 clusters Score -1062826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1062824.250000 Penalty: 4674.863770
	Iteration 51Q: 3 clusters Score -1062824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1062829.500000 Penalty: 4674.863770
	Iteration 52Q: 3 clusters Score -1062830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1062830.250000 Penalty: 4674.863770
	Iteration 53Q: 3 clusters Score -1062830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1062829.875000 Penalty: 4674.863770
	Iteration 54Q: 3 clusters Score -1062830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1062828.750000 Penalty: 4674.863770
	Iteration 55Q: 3 clusters Score -1062829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1062828.250000 Penalty: 4674.863770
	Iteration 56Q: 3 clusters Score -1062828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1062831.125000 Penalty: 4674.863770
	Iteration 57Q: 3 clusters Score -1062831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1062831.125000 Penalty: 4674.863770
	Iteration 58Q: 3 clusters Score -1062831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1062830.000000 Penalty: 4674.863770
	Iteration 59Q: 3 clusters Score -1062830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1062831.375000 Penalty: 4674.863770
	Iteration 60F: 3 clusters Score -1062831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1062829.500000 Penalty: 4674.863770
	Iteration 61Q: 3 clusters Score -1062830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1062830.375000 Penalty: 4674.863770
	Iteration 62Q: 3 clusters Score -1062830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1062829.125000 Penalty: 4674.863770
	Iteration 63Q: 3 clusters Score -1062829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1062830.500000 Penalty: 4674.863770
	Iteration 64Q: 3 clusters Score -1062830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1062830.500000 Penalty: 4674.863770
	Iteration 65F: 3 clusters Score -1062830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Entering Unmasked Estep 
Score: -1057797.875000 Penalty: 2333.093018
	Iteration 0F: 2 clusters Score -1057798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1048682.250000 Penalty: 4666.186035
	Iteration 0F: 3 clusters Score -1048682 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1051433.500000 Penalty: 4666.186035
	Iteration 1F: 3 clusters Score -1051434 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1051795.500000 Penalty: 4666.186035
	Iteration 2F: 3 clusters Score -1051796 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1052089.750000 Penalty: 4666.186035
	Iteration 3F: 3 clusters Score -1052090 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1052349.250000 Penalty: 4666.186035
	Iteration 4Q: 3 clusters Score -1052349 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1052596.250000 Penalty: 4666.186035
	Iteration 5Q: 3 clusters Score -1052596 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1052853.875000 Penalty: 4666.186035
	Iteration 6Q: 3 clusters Score -1052854 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1053118.375000 Penalty: 4666.186035
	Iteration 7Q: 3 clusters Score -1053118 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1053371.125000 Penalty: 4666.186035
	Iteration 8Q: 3 clusters Score -1053371 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1053609.750000 Penalty: 4666.186035
	Iteration 9Q: 3 clusters Score -1053610 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1053821.375000 Penalty: 4666.186035
	Iteration 10Q: 3 clusters Score -1053821 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1053994.625000 Penalty: 4666.186035
	Iteration 11Q: 3 clusters Score -1053995 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1054137.375000 Penalty: 4666.186035
	Iteration 12Q: 3 clusters Score -1054137 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1054245.375000 Penalty: 4666.186035
	Iteration 13Q: 3 clusters Score -1054245 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1054322.875000 Penalty: 4666.186035
	Iteration 14Q: 3 clusters Score -1054323 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1054390.000000 Penalty: 4666.186035
	Iteration 15Q: 3 clusters Score -1054390 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1054456.000000 Penalty: 4666.186035
	Iteration 16Q: 3 clusters Score -1054456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1054507.875000 Penalty: 4666.186035
	Iteration 17Q: 3 clusters Score -1054508 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1054565.375000 Penalty: 4666.186035
	Iteration 18Q: 3 clusters Score -1054565 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1054619.000000 Penalty: 4666.186035
	Iteration 19Q: 3 clusters Score -1054619 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1054672.750000 Penalty: 4666.186035
	Iteration 20F: 3 clusters Score -1054673 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1054721.250000 Penalty: 4666.186035
	Iteration 21Q: 3 clusters Score -1054721 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1054772.750000 Penalty: 4666.186035
	Iteration 22Q: 3 clusters Score -1054773 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1054826.625000 Penalty: 4666.186035
	Iteration 23Q: 3 clusters Score -1054827 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1054881.125000 Penalty: 4666.186035
	Iteration 24Q: 3 clusters Score -1054881 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1054939.250000 Penalty: 4666.186035
	Iteration 25Q: 3 clusters Score -1054939 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1054997.125000 Penalty: 4666.186035
	Iteration 26Q: 3 clusters Score -1054997 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1055071.875000 Penalty: 4666.186035
	Iteration 27Q: 3 clusters Score -1055072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1055145.250000 Penalty: 4666.186035
	Iteration 28Q: 3 clusters Score -1055145 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1055221.750000 Penalty: 4666.186035
	Iteration 29Q: 3 clusters Score -1055222 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1055294.625000 Penalty: 4666.186035
	Iteration 30Q: 3 clusters Score -1055295 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1055356.250000 Penalty: 4666.186035
	Iteration 31Q: 3 clusters Score -1055356 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1055419.375000 Penalty: 4666.186035
	Iteration 32Q: 3 clusters Score -1055419 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1055480.125000 Penalty: 4666.186035
	Iteration 33Q: 3 clusters Score -1055480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1055535.750000 Penalty: 4666.186035
	Iteration 34Q: 3 clusters Score -1055536 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1055587.000000 Penalty: 4666.186035
	Iteration 35Q: 3 clusters Score -1055587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1055619.500000 Penalty: 4666.186035
	Iteration 36Q: 3 clusters Score -1055620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1055655.750000 Penalty: 4666.186035
	Iteration 37Q: 3 clusters Score -1055656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1055681.875000 Penalty: 4666.186035
	Iteration 38Q: 3 clusters Score -1055682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1055706.250000 Penalty: 4666.186035
	Iteration 39Q: 3 clusters Score -1055706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1055732.125000 Penalty: 4666.186035
	Iteration 40F: 3 clusters Score -1055732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1055753.500000 Penalty: 4666.186035
	Iteration 41Q: 3 clusters Score -1055754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1055775.250000 Penalty: 4666.186035
	Iteration 42Q: 3 clusters Score -1055775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1055791.625000 Penalty: 4666.186035
	Iteration 43Q: 3 clusters Score -1055792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1055803.875000 Penalty: 4666.186035
	Iteration 44Q: 3 clusters Score -1055804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1055820.375000 Penalty: 4666.186035
	Iteration 45Q: 3 clusters Score -1055820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1055832.500000 Penalty: 4666.186035
	Iteration 46Q: 3 clusters Score -1055832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1055838.250000 Penalty: 4666.186035
	Iteration 47Q: 3 clusters Score -1055838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1055846.375000 Penalty: 4666.186035
	Iteration 48Q: 3 clusters Score -1055846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1055850.750000 Penalty: 4666.186035
	Iteration 49Q: 3 clusters Score -1055851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1055855.125000 Penalty: 4666.186035
	Iteration 50Q: 3 clusters Score -1055855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1055858.000000 Penalty: 4666.186035
	Iteration 51Q: 3 clusters Score -1055858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1055860.750000 Penalty: 4666.186035
	Iteration 52Q: 3 clusters Score -1055861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1055864.125000 Penalty: 4666.186035
	Iteration 53Q: 3 clusters Score -1055864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1055864.750000 Penalty: 4666.186035
	Iteration 54Q: 3 clusters Score -1055865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1055868.875000 Penalty: 4666.186035
	Iteration 55Q: 3 clusters Score -1055869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1055875.625000 Penalty: 4666.186035
	Iteration 56Q: 3 clusters Score -1055876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1055879.000000 Penalty: 4666.186035
	Iteration 57Q: 3 clusters Score -1055879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1055883.500000 Penalty: 4666.186035
	Iteration 58Q: 3 clusters Score -1055884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1055884.500000 Penalty: 4666.186035
	Iteration 59Q: 3 clusters Score -1055884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1055886.125000 Penalty: 4666.186035
	Iteration 60F: 3 clusters Score -1055886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1055887.750000 Penalty: 4666.186035
	Iteration 61Q: 3 clusters Score -1055888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1055888.875000 Penalty: 4666.186035
	Iteration 62Q: 3 clusters Score -1055889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1055889.250000 Penalty: 4666.186035
	Iteration 63Q: 3 clusters Score -1055889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1055889.000000 Penalty: 4666.186035
	Iteration 64Q: 3 clusters Score -1055889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1055890.000000 Penalty: 4666.186035
	Iteration 65Q: 3 clusters Score -1055890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1055893.375000 Penalty: 4666.186035
	Iteration 66Q: 3 clusters Score -1055893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1055894.625000 Penalty: 4666.186035
	Iteration 67Q: 3 clusters Score -1055895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1055894.625000 Penalty: 4666.186035
	Iteration 68Q: 3 clusters Score -1055895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1055899.000000 Penalty: 4666.186035
	Iteration 69Q: 3 clusters Score -1055899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1055900.375000 Penalty: 4666.186035
	Iteration 70Q: 3 clusters Score -1055900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1055900.750000 Penalty: 4666.186035
	Iteration 71Q: 3 clusters Score -1055901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1055900.750000 Penalty: 4666.186035
	Iteration 72F: 3 clusters Score -1055901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Entering Unmasked Estep 
Score: -2037297.875000 Penalty: 2495.150146
	Iteration 0F: 2 clusters Score -2037298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2021126.875000 Penalty: 4990.300293
	Iteration 0F: 3 clusters Score -2021127 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2026559.125000 Penalty: 4990.300293
	Iteration 1F: 3 clusters Score -2026559 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2027003.125000 Penalty: 4990.300293
	Iteration 2F: 3 clusters Score -2027003 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2027340.750000 Penalty: 4990.300293
	Iteration 3Q: 3 clusters Score -2027341 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2027620.000000 Penalty: 4990.300293
	Iteration 4Q: 3 clusters Score -2027620 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2027898.125000 Penalty: 4990.300293
	Iteration 5Q: 3 clusters Score -2027898 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2028190.875000 Penalty: 4990.300293
	Iteration 6Q: 3 clusters Score -2028191 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2028542.250000 Penalty: 4990.300293
	Iteration 7Q: 3 clusters Score -2028542 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2029032.875000 Penalty: 4990.300293
	Iteration 8Q: 3 clusters Score -2029033 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2029674.125000 Penalty: 4990.300293
	Iteration 9Q: 3 clusters Score -2029674 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2030346.375000 Penalty: 4990.300293
	Iteration 10F: 3 clusters Score -2030346 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2031017.125000 Penalty: 4990.300293
	Iteration 11F: 3 clusters Score -2031017 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2031639.750000 Penalty: 4990.300293
	Iteration 12Q: 3 clusters Score -2031640 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2032190.625000 Penalty: 4990.300293
	Iteration 13Q: 3 clusters Score -2032191 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2032681.625000 Penalty: 4990.300293
	Iteration 14Q: 3 clusters Score -2032682 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2033124.000000 Penalty: 4990.300293
	Iteration 15Q: 3 clusters Score -2033124 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2033497.500000 Penalty: 4990.300293
	Iteration 16Q: 3 clusters Score -2033498 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2033771.625000 Penalty: 4990.300293
	Iteration 17Q: 3 clusters Score -2033772 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2034014.500000 Penalty: 4990.300293
	Iteration 18Q: 3 clusters Score -2034014 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2034228.375000 Penalty: 4990.300293
	Iteration 19Q: 3 clusters Score -2034228 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2034406.250000 Penalty: 4990.300293
	Iteration 20F: 3 clusters Score -2034406 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2034531.875000 Penalty: 4990.300293
	Iteration 21Q: 3 clusters Score -2034532 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2034646.500000 Penalty: 4990.300293
	Iteration 22Q: 3 clusters Score -2034646 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2034738.500000 Penalty: 4990.300293
	Iteration 23Q: 3 clusters Score -2034738 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2034812.750000 Penalty: 4990.300293
	Iteration 24Q: 3 clusters Score -2034813 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2034856.750000 Penalty: 4990.300293
	Iteration 25Q: 3 clusters Score -2034857 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2034891.250000 Penalty: 4990.300293
	Iteration 26Q: 3 clusters Score -2034891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2034922.750000 Penalty: 4990.300293
	Iteration 27Q: 3 clusters Score -2034923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2034949.625000 Penalty: 4990.300293
	Iteration 28Q: 3 clusters Score -2034950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2034964.375000 Penalty: 4990.300293
	Iteration 29Q: 3 clusters Score -2034964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -2034993.375000 Penalty: 4990.300293
	Iteration 30Q: 3 clusters Score -2034993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2035020.625000 Penalty: 4990.300293
	Iteration 31Q: 3 clusters Score -2035021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2035040.625000 Penalty: 4990.300293
	Iteration 32Q: 3 clusters Score -2035041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2035057.750000 Penalty: 4990.300293
	Iteration 33Q: 3 clusters Score -2035058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2035067.375000 Penalty: 4990.300293
	Iteration 34Q: 3 clusters Score -2035067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2035079.250000 Penalty: 4990.300293
	Iteration 35Q: 3 clusters Score -2035079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2035086.125000 Penalty: 4990.300293
	Iteration 36Q: 3 clusters Score -2035086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2035101.750000 Penalty: 4990.300293
	Iteration 37Q: 3 clusters Score -2035102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2035114.250000 Penalty: 4990.300293
	Iteration 38Q: 3 clusters Score -2035114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2035122.500000 Penalty: 4990.300293
	Iteration 39Q: 3 clusters Score -2035122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2035127.125000 Penalty: 4990.300293
	Iteration 40F: 3 clusters Score -2035127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -2035133.875000 Penalty: 4990.300293
	Iteration 41Q: 3 clusters Score -2035134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2035132.375000 Penalty: 4990.300293
	Iteration 42Q: 3 clusters Score -2035132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2035135.000000 Penalty: 4990.300293
	Iteration 43Q: 3 clusters Score -2035135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2035137.125000 Penalty: 4990.300293
	Iteration 44Q: 3 clusters Score -2035137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2035138.625000 Penalty: 4990.300293
	Iteration 45Q: 3 clusters Score -2035139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2035139.875000 Penalty: 4990.300293
	Iteration 46Q: 3 clusters Score -2035140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2035143.000000 Penalty: 4990.300293
	Iteration 47Q: 3 clusters Score -2035143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2035147.000000 Penalty: 4990.300293
	Iteration 48Q: 3 clusters Score -2035147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2035150.625000 Penalty: 4990.300293
	Iteration 49Q: 3 clusters Score -2035151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2035153.125000 Penalty: 4990.300293
	Iteration 50Q: 3 clusters Score -2035153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2035154.625000 Penalty: 4990.300293
	Iteration 51Q: 3 clusters Score -2035155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2035157.875000 Penalty: 4990.300293
	Iteration 52Q: 3 clusters Score -2035158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2035160.000000 Penalty: 4990.300293
	Iteration 53Q: 3 clusters Score -2035160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2035159.750000 Penalty: 4990.300293
	Iteration 54Q: 3 clusters Score -2035160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2035159.625000 Penalty: 4990.300293
	Iteration 55Q: 3 clusters Score -2035160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2035158.125000 Penalty: 4990.300293
	Iteration 56Q: 3 clusters Score -2035158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2035158.125000 Penalty: 4990.300293
	Iteration 57F: 3 clusters Score -2035158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 11100 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 7741 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 8683 members 
Mstep: Class 13 contains 27049 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 39675 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 3709 members 
Mstep: Class 20 contains 25437 members 
Mstep: Class 21 contains 8893 members 
Mstep: Class 22 contains 25247 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 16245 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 103427 members 
Mstep: Class 27 contains 12396 members 
Mstep: Class 28 contains 12181 members 
Mstep: Class 29 contains 23414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38173916.000000 Penalty: 100329.578125
Iteration 159Q: 32 clusters Score -3.817392e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5366 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 4478 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 7706 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11679 members 
Mstep: Class 11 contains 17166 members 
Mstep: Class 12 contains 8682 members 
Mstep: Class 13 contains 27260 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 4423 members 
Mstep: Class 17 contains 39548 members 
Mstep: Class 18 contains 11758 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 25233 members 
Mstep: Class 21 contains 8871 members 
Mstep: Class 22 contains 25296 members 
Mstep: Class 23 contains 22474 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103430 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 12196 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175044.000000 Penalty: 100329.578125
Iteration 160F: 32 clusters Score -3.817504e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5361 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 11144 members 
Mstep: Class 5 contains 4496 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 7690 members 
Mstep: Class 8 contains 9996 members 
Mstep: Class 9 contains 8211 members 
Mstep: Class 10 contains 11660 members 
Mstep: Class 11 contains 17155 members 
Mstep: Class 12 contains 8681 members 
Mstep: Class 13 contains 27470 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 4618 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 39468 members 
Mstep: Class 18 contains 11687 members 
Mstep: Class 19 contains 3673 members 
Mstep: Class 20 contains 25061 members 
Mstep: Class 21 contains 8850 members 
Mstep: Class 22 contains 25307 members 
Mstep: Class 23 contains 22473 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 103444 members 
Mstep: Class 27 contains 12467 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4380 members 
Mstep: Class 31 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175564.000000 Penalty: 100329.578125
Iteration 161Q: 32 clusters Score -3.817556e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 11047 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 9996 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 17140 members 
Mstep: Class 12 contains 8679 members 
Mstep: Class 13 contains 27693 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 4619 members 
Mstep: Class 16 contains 4238 members 
Mstep: Class 17 contains 39407 members 
Mstep: Class 18 contains 11654 members 
Mstep: Class 19 contains 3654 members 
Mstep: Class 20 contains 24917 members 
Mstep: Class 21 contains 8834 members 
Mstep: Class 22 contains 25309 members 
Mstep: Class 23 contains 22474 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 103455 members 
Mstep: Class 27 contains 12489 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4395 members 
Mstep: Class 31 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175696.000000 Penalty: 100329.578125
Iteration 162Q: 32 clusters Score -3.81757e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 12427 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 9997 members 
Mstep: Class 9 contains 8201 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17129 members 
Mstep: Class 12 contains 8678 members 
Mstep: Class 13 contains 27860 members 
Mstep: Class 14 contains 3359 members 
Mstep: Class 15 contains 4618 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 39364 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 3647 members 
Mstep: Class 20 contains 24803 members 
Mstep: Class 21 contains 8819 members 
Mstep: Class 22 contains 25307 members 
Mstep: Class 23 contains 22475 members 
Mstep: Class 24 contains 16244 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 103464 members 
Mstep: Class 27 contains 12497 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23422 members 
Mstep: Class 30 contains 4399 members 
Mstep: Class 31 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175824.000000 Penalty: 100329.578125
Iteration 163Q: 32 clusters Score -3.817582e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5366 members 
Mstep: Class 3 contains 12428 members 
Mstep: Class 4 contains 10885 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 8211 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17122 members 
Mstep: Class 12 contains 8674 members 
Mstep: Class 13 contains 28011 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 4151 members 
Mstep: Class 17 contains 39306 members 
Mstep: Class 18 contains 11616 members 
Mstep: Class 19 contains 3637 members 
Mstep: Class 20 contains 24714 members 
Mstep: Class 21 contains 8809 members 
Mstep: Class 22 contains 25304 members 
Mstep: Class 23 contains 22475 members 
Mstep: Class 24 contains 16245 members 
Mstep: Class 25 contains 4223 members 
Mstep: Class 26 contains 103478 members 
Mstep: Class 27 contains 12501 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175768.000000 Penalty: 100329.578125
Iteration 164Q: 32 clusters Score -3.817577e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5368 members 
Mstep: Class 3 contains 12409 members 
Mstep: Class 4 contains 10833 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 7628 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 11650 members 
Mstep: Class 11 contains 17112 members 
Mstep: Class 12 contains 8670 members 
Mstep: Class 13 contains 28135 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4128 members 
Mstep: Class 17 contains 39272 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 3637 members 
Mstep: Class 20 contains 24632 members 
Mstep: Class 21 contains 8801 members 
Mstep: Class 22 contains 25298 members 
Mstep: Class 23 contains 22474 members 
Mstep: Class 24 contains 16252 members 
Mstep: Class 25 contains 4220 members 
Mstep: Class 26 contains 103485 members 
Mstep: Class 27 contains 12497 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 4090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175932.000000 Penalty: 100329.578125
Iteration 165Q: 32 clusters Score -3.817593e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5368 members 
Mstep: Class 3 contains 12399 members 
Mstep: Class 4 contains 10787 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7620 members 
Mstep: Class 8 contains 10000 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 11649 members 
Mstep: Class 11 contains 17106 members 
Mstep: Class 12 contains 8666 members 
Mstep: Class 13 contains 28246 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4111 members 
Mstep: Class 17 contains 39242 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 3636 members 
Mstep: Class 20 contains 24545 members 
Mstep: Class 21 contains 8796 members 
Mstep: Class 22 contains 25294 members 
Mstep: Class 23 contains 22474 members 
Mstep: Class 24 contains 16257 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 103493 members 
Mstep: Class 27 contains 12498 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175924.000000 Penalty: 100329.578125
Iteration 166Q: 32 clusters Score -3.817592e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5368 members 
Mstep: Class 3 contains 12389 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7607 members 
Mstep: Class 8 contains 10000 members 
Mstep: Class 9 contains 8217 members 
Mstep: Class 10 contains 11650 members 
Mstep: Class 11 contains 17096 members 
Mstep: Class 12 contains 8662 members 
Mstep: Class 13 contains 28352 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4094 members 
Mstep: Class 17 contains 39210 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 24469 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 25290 members 
Mstep: Class 23 contains 22474 members 
Mstep: Class 24 contains 16266 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 103503 members 
Mstep: Class 27 contains 12499 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176000.000000 Penalty: 100329.578125
Iteration 167Q: 32 clusters Score -3.8176e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5368 members 
Mstep: Class 3 contains 12382 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 7590 members 
Mstep: Class 8 contains 10000 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 11650 members 
Mstep: Class 11 contains 17095 members 
Mstep: Class 12 contains 8662 members 
Mstep: Class 13 contains 28429 members 
Mstep: Class 14 contains 3367 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 39184 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 24404 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 25290 members 
Mstep: Class 23 contains 22473 members 
Mstep: Class 24 contains 16268 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 103512 members 
Mstep: Class 27 contains 12503 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175976.000000 Penalty: 100329.578125
Iteration 168Q: 32 clusters Score -3.817598e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5368 members 
Mstep: Class 3 contains 12375 members 
Mstep: Class 4 contains 10707 members 
Mstep: Class 5 contains 4573 members 
Mstep: Class 6 contains 7308 members 
Mstep: Class 7 contains 7588 members 
Mstep: Class 8 contains 10000 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 11649 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 8658 members 
Mstep: Class 13 contains 28509 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 39166 members 
Mstep: Class 18 contains 11563 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 24352 members 
Mstep: Class 21 contains 8768 members 
Mstep: Class 22 contains 25287 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 16272 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 103524 members 
Mstep: Class 27 contains 12506 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23422 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 4400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175960.000000 Penalty: 100329.578125
Iteration 169Q: 32 clusters Score -3.817596e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5368 members 
Mstep: Class 3 contains 12373 members 
Mstep: Class 4 contains 10689 members 
Mstep: Class 5 contains 4585 members 
Mstep: Class 6 contains 7307 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 8213 members 
Mstep: Class 10 contains 11649 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 8655 members 
Mstep: Class 13 contains 28570 members 
Mstep: Class 14 contains 3377 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 39146 members 
Mstep: Class 18 contains 11547 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 24310 members 
Mstep: Class 21 contains 8767 members 
Mstep: Class 22 contains 25287 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 16273 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 103534 members 
Mstep: Class 27 contains 12504 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23422 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176000.000000 Penalty: 100329.578125
Iteration 170Q: 32 clusters Score -3.8176e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 10681 members 
Mstep: Class 5 contains 4595 members 
Mstep: Class 6 contains 7304 members 
Mstep: Class 7 contains 7562 members 
Mstep: Class 8 contains 10000 members 
Mstep: Class 9 contains 8210 members 
Mstep: Class 10 contains 11650 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 8652 members 
Mstep: Class 13 contains 28608 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 39132 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 3618 members 
Mstep: Class 20 contains 24274 members 
Mstep: Class 21 contains 8766 members 
Mstep: Class 22 contains 25289 members 
Mstep: Class 23 contains 22472 members 
Mstep: Class 24 contains 16272 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 103544 members 
Mstep: Class 27 contains 12497 members 
Mstep: Class 28 contains 12192 members 
Mstep: Class 29 contains 23422 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 4481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176104.000000 Penalty: 100329.578125
Iteration 171Q: 32 clusters Score -3.81761e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 10677 members 
Mstep: Class 5 contains 4598 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 7548 members 
Mstep: Class 8 contains 10001 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17093 members 
Mstep: Class 12 contains 8647 members 
Mstep: Class 13 contains 28648 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4039 members 
Mstep: Class 17 contains 39113 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 24246 members 
Mstep: Class 21 contains 8767 members 
Mstep: Class 22 contains 25289 members 
Mstep: Class 23 contains 22475 members 
Mstep: Class 24 contains 16272 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 103552 members 
Mstep: Class 27 contains 12494 members 
Mstep: Class 28 contains 12192 members 
Mstep: Class 29 contains 23422 members 
Mstep: Class 30 contains 4409 members 
Mstep: Class 31 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176000.000000 Penalty: 100329.578125
Iteration 172Q: 32 clusters Score -3.8176e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 10668 members 
Mstep: Class 5 contains 4599 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 7532 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8213 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17091 members 
Mstep: Class 12 contains 8644 members 
Mstep: Class 13 contains 28687 members 
Mstep: Class 14 contains 3387 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4034 members 
Mstep: Class 17 contains 39101 members 
Mstep: Class 18 contains 11536 members 
Mstep: Class 19 contains 3608 members 
Mstep: Class 20 contains 24208 members 
Mstep: Class 21 contains 8769 members 
Mstep: Class 22 contains 25288 members 
Mstep: Class 23 contains 22478 members 
Mstep: Class 24 contains 16275 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 103557 members 
Mstep: Class 27 contains 12493 members 
Mstep: Class 28 contains 12192 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4409 members 
Mstep: Class 31 contains 4545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176032.000000 Penalty: 100329.578125
Iteration 173Q: 32 clusters Score -3.817603e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5368 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 10658 members 
Mstep: Class 5 contains 4602 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 7512 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 8640 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4024 members 
Mstep: Class 17 contains 39093 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 24173 members 
Mstep: Class 21 contains 8767 members 
Mstep: Class 22 contains 25287 members 
Mstep: Class 23 contains 22481 members 
Mstep: Class 24 contains 16272 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 103566 members 
Mstep: Class 27 contains 12490 members 
Mstep: Class 28 contains 12192 members 
Mstep: Class 29 contains 23424 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 4581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176056.000000 Penalty: 100329.578125
Iteration 174Q: 32 clusters Score -3.817606e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12349 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 4606 members 
Mstep: Class 6 contains 7304 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17093 members 
Mstep: Class 12 contains 8638 members 
Mstep: Class 13 contains 28754 members 
Mstep: Class 14 contains 3390 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 4008 members 
Mstep: Class 17 contains 39084 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 24149 members 
Mstep: Class 21 contains 8763 members 
Mstep: Class 22 contains 25283 members 
Mstep: Class 23 contains 22481 members 
Mstep: Class 24 contains 16269 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 103576 members 
Mstep: Class 27 contains 12489 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176160.000000 Penalty: 100329.578125
Iteration 175Q: 32 clusters Score -3.817616e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12345 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 4609 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 7492 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17102 members 
Mstep: Class 12 contains 8637 members 
Mstep: Class 13 contains 28773 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3999 members 
Mstep: Class 17 contains 39077 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 24127 members 
Mstep: Class 21 contains 8765 members 
Mstep: Class 22 contains 25283 members 
Mstep: Class 23 contains 22485 members 
Mstep: Class 24 contains 16268 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 103582 members 
Mstep: Class 27 contains 12490 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23422 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176236.000000 Penalty: 100329.578125
Iteration 176Q: 32 clusters Score -3.817624e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12345 members 
Mstep: Class 4 contains 10626 members 
Mstep: Class 5 contains 4615 members 
Mstep: Class 6 contains 7300 members 
Mstep: Class 7 contains 7473 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17109 members 
Mstep: Class 12 contains 8637 members 
Mstep: Class 13 contains 28778 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3994 members 
Mstep: Class 17 contains 39071 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 24117 members 
Mstep: Class 21 contains 8766 members 
Mstep: Class 22 contains 25285 members 
Mstep: Class 23 contains 22488 members 
Mstep: Class 24 contains 16264 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 103596 members 
Mstep: Class 27 contains 12489 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 4693 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 32 clusters Score -3.817623e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12342 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 7297 members 
Mstep: Class 7 contains 7460 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8218 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17110 members 
Mstep: Class 12 contains 8637 members 
Mstep: Class 13 contains 28794 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3981 members 
Mstep: Class 17 contains 39066 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 3595 members 
Mstep: Class 20 contains 24107 members 
Mstep: Class 21 contains 8762 members 
Mstep: Class 22 contains 25285 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 16266 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 103598 members 
Mstep: Class 27 contains 12488 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23420 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 4720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176284.000000 Penalty: 100329.578125
Iteration 178Q: 32 clusters Score -3.817628e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12336 members 
Mstep: Class 4 contains 10617 members 
Mstep: Class 5 contains 4636 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 7446 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17109 members 
Mstep: Class 12 contains 8636 members 
Mstep: Class 13 contains 28806 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3975 members 
Mstep: Class 17 contains 39055 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 24096 members 
Mstep: Class 21 contains 8756 members 
Mstep: Class 22 contains 25285 members 
Mstep: Class 23 contains 22491 members 
Mstep: Class 24 contains 16265 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 103610 members 
Mstep: Class 27 contains 12488 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23419 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 4747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176284.000000 Penalty: 100329.578125
Iteration 179Q: 32 clusters Score -3.817628e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12331 members 
Mstep: Class 4 contains 10611 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 7437 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17108 members 
Mstep: Class 12 contains 8634 members 
Mstep: Class 13 contains 28830 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3968 members 
Mstep: Class 17 contains 39044 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 24079 members 
Mstep: Class 21 contains 8753 members 
Mstep: Class 22 contains 25281 members 
Mstep: Class 23 contains 22491 members 
Mstep: Class 24 contains 16264 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 103616 members 
Mstep: Class 27 contains 12491 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23420 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176356.000000 Penalty: 100329.578125
Iteration 180F: 32 clusters Score -3.817636e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10608 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 7286 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17111 members 
Mstep: Class 12 contains 8632 members 
Mstep: Class 13 contains 28845 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3963 members 
Mstep: Class 17 contains 39036 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 24067 members 
Mstep: Class 21 contains 8750 members 
Mstep: Class 22 contains 25276 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 16264 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 103622 members 
Mstep: Class 27 contains 12496 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176300.000000 Penalty: 100329.578125
Iteration 181Q: 32 clusters Score -3.81763e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10608 members 
Mstep: Class 5 contains 4634 members 
Mstep: Class 6 contains 7286 members 
Mstep: Class 7 contains 7422 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17114 members 
Mstep: Class 12 contains 8631 members 
Mstep: Class 13 contains 28859 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3957 members 
Mstep: Class 17 contains 39030 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 24057 members 
Mstep: Class 21 contains 8750 members 
Mstep: Class 22 contains 25276 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 16262 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 103625 members 
Mstep: Class 27 contains 12499 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176316.000000 Penalty: 100329.578125
Iteration 182Q: 32 clusters Score -3.817632e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12331 members 
Mstep: Class 4 contains 10605 members 
Mstep: Class 5 contains 4631 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 7417 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17112 members 
Mstep: Class 12 contains 8627 members 
Mstep: Class 13 contains 28867 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3953 members 
Mstep: Class 17 contains 39028 members 
Mstep: Class 18 contains 11517 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 24048 members 
Mstep: Class 21 contains 8746 members 
Mstep: Class 22 contains 25278 members 
Mstep: Class 23 contains 22489 members 
Mstep: Class 24 contains 16257 members 
Mstep: Class 25 contains 4228 members 
Mstep: Class 26 contains 103631 members 
Mstep: Class 27 contains 12505 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23420 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176380.000000 Penalty: 100329.578125
Iteration 183Q: 32 clusters Score -3.817638e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10604 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 6 contains 7285 members 
Mstep: Class 7 contains 7410 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17110 members 
Mstep: Class 12 contains 8623 members 
Mstep: Class 13 contains 28884 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3950 members 
Mstep: Class 17 contains 39023 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 24037 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 25282 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 16253 members 
Mstep: Class 25 contains 4228 members 
Mstep: Class 26 contains 103640 members 
Mstep: Class 27 contains 12509 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23420 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176372.000000 Penalty: 100329.578125
Iteration 184Q: 32 clusters Score -3.817637e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12332 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 4630 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 7 contains 7402 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17112 members 
Mstep: Class 12 contains 8621 members 
Mstep: Class 13 contains 28897 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3943 members 
Mstep: Class 17 contains 39019 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 24025 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 25286 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 16250 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 103643 members 
Mstep: Class 27 contains 12515 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23420 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176392.000000 Penalty: 100329.578125
Iteration 185Q: 32 clusters Score -3.817639e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12332 members 
Mstep: Class 4 contains 10600 members 
Mstep: Class 5 contains 4634 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 7 contains 7393 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17110 members 
Mstep: Class 12 contains 8618 members 
Mstep: Class 13 contains 28911 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3942 members 
Mstep: Class 17 contains 39016 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 24013 members 
Mstep: Class 21 contains 8740 members 
Mstep: Class 22 contains 25287 members 
Mstep: Class 23 contains 22491 members 
Mstep: Class 24 contains 16247 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 103645 members 
Mstep: Class 27 contains 12518 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23420 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176396.000000 Penalty: 100329.578125
Iteration 186Q: 32 clusters Score -3.81764e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10598 members 
Mstep: Class 5 contains 4634 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 7 contains 7382 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8218 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17112 members 
Mstep: Class 12 contains 8617 members 
Mstep: Class 13 contains 28926 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3938 members 
Mstep: Class 17 contains 39015 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 24001 members 
Mstep: Class 21 contains 8740 members 
Mstep: Class 22 contains 25291 members 
Mstep: Class 23 contains 22491 members 
Mstep: Class 24 contains 16246 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 103648 members 
Mstep: Class 27 contains 12518 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23420 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176380.000000 Penalty: 100329.578125
Iteration 187Q: 32 clusters Score -3.817638e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10594 members 
Mstep: Class 5 contains 4634 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 7 contains 7372 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17115 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 28930 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3937 members 
Mstep: Class 17 contains 39009 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23996 members 
Mstep: Class 21 contains 8739 members 
Mstep: Class 22 contains 25290 members 
Mstep: Class 23 contains 22492 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 103659 members 
Mstep: Class 27 contains 12518 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23420 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176328.000000 Penalty: 100329.578125
Iteration 188Q: 32 clusters Score -3.817633e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12333 members 
Mstep: Class 4 contains 10594 members 
Mstep: Class 5 contains 4635 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 7 contains 7367 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17116 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 28933 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 39006 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23991 members 
Mstep: Class 21 contains 8739 members 
Mstep: Class 22 contains 25290 members 
Mstep: Class 23 contains 22493 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 103663 members 
Mstep: Class 27 contains 12518 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23420 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176348.000000 Penalty: 100329.578125
Iteration 189Q: 32 clusters Score -3.817635e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12335 members 
Mstep: Class 4 contains 10596 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 7 contains 7361 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8212 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17116 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 28936 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 3929 members 
Mstep: Class 17 contains 39005 members 
Mstep: Class 18 contains 11517 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23985 members 
Mstep: Class 21 contains 8740 members 
Mstep: Class 22 contains 25290 members 
Mstep: Class 23 contains 22494 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 103667 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176324.000000 Penalty: 100329.578125
Iteration 190Q: 32 clusters Score -3.817632e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12336 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 7 contains 7351 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8211 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17116 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 28943 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 39005 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23978 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 25288 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 16235 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 103670 members 
Mstep: Class 27 contains 12515 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176312.000000 Penalty: 100329.578125
Iteration 191Q: 32 clusters Score -3.817631e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12335 members 
Mstep: Class 4 contains 10595 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 7284 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8210 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17115 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 28962 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 39004 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 25286 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 103674 members 
Mstep: Class 27 contains 12514 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176324.000000 Penalty: 100329.578125
Iteration 192Q: 32 clusters Score -3.817632e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12334 members 
Mstep: Class 4 contains 10597 members 
Mstep: Class 5 contains 4642 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 7 contains 7321 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8212 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17117 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 28971 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3921 members 
Mstep: Class 17 contains 39002 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23961 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 25287 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 103679 members 
Mstep: Class 27 contains 12514 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23422 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176276.000000 Penalty: 100329.578125
Iteration 193Q: 32 clusters Score -3.817628e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12332 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17118 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 28983 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3920 members 
Mstep: Class 17 contains 38996 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23958 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 25288 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 103684 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176356.000000 Penalty: 100329.578125
Iteration 194Q: 32 clusters Score -3.817636e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12331 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17119 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 28997 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3917 members 
Mstep: Class 17 contains 38991 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23955 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 25283 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 103684 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23422 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176360.000000 Penalty: 100329.578125
Iteration 195Q: 32 clusters Score -3.817636e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12332 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17123 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 29006 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3914 members 
Mstep: Class 17 contains 38990 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23949 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 25280 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 103685 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176336.000000 Penalty: 100329.578125
Iteration 196Q: 32 clusters Score -3.817634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10597 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17127 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 29011 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3914 members 
Mstep: Class 17 contains 38988 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23942 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 25277 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 103687 members 
Mstep: Class 27 contains 12518 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176304.000000 Penalty: 100329.578125
Iteration 197Q: 32 clusters Score -3.81763e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12327 members 
Mstep: Class 4 contains 10597 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7258 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17130 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 29015 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3914 members 
Mstep: Class 17 contains 38983 members 
Mstep: Class 18 contains 11556 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23939 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 25276 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103691 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23423 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176360.000000 Penalty: 100329.578125
Iteration 198Q: 32 clusters Score -3.817636e+07 nChanged 51
Entering ConstructFrom: 
Score: -38176360.000000 Penalty: 100329.578125
Entering ConstructFrom: 
Trying to split cluster 1 (4901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Entering Unmasked Estep 
Score: -414815.000000 Penalty: 2107.304199
	Iteration 0F: 2 clusters Score -414815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -410391.625000 Penalty: 4214.608398
	Iteration 0F: 3 clusters Score -410391.6 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -411458.156250 Penalty: 4214.608398
	Iteration 1F: 3 clusters Score -411458.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -411658.562500 Penalty: 4214.608398
	Iteration 2F: 3 clusters Score -411658.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -411807.343750 Penalty: 4214.608398
	Iteration 3Q: 3 clusters Score -411807.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -411943.281250 Penalty: 4214.608398
	Iteration 4Q: 3 clusters Score -411943.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -412061.625000 Penalty: 4214.608398
	Iteration 5Q: 3 clusters Score -412061.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -412180.218750 Penalty: 4214.608398
	Iteration 6Q: 3 clusters Score -412180.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -412293.687500 Penalty: 4214.608398
	Iteration 7Q: 3 clusters Score -412293.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -412373.875000 Penalty: 4214.608398
	Iteration 8Q: 3 clusters Score -412373.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -412443.250000 Penalty: 4214.608398
	Iteration 9Q: 3 clusters Score -412443.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -412506.750000 Penalty: 4214.608398
	Iteration 10Q: 3 clusters Score -412506.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -412555.312500 Penalty: 4214.608398
	Iteration 11Q: 3 clusters Score -412555.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -412594.406250 Penalty: 4214.608398
	Iteration 12Q: 3 clusters Score -412594.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -412628.906250 Penalty: 4214.608398
	Iteration 13Q: 3 clusters Score -412628.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -412655.437500 Penalty: 4214.608398
	Iteration 14Q: 3 clusters Score -412655.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -412679.468750 Penalty: 4214.608398
	Iteration 15Q: 3 clusters Score -412679.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -412698.625000 Penalty: 4214.608398
	Iteration 16Q: 3 clusters Score -412698.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -412717.875000 Penalty: 4214.608398
	Iteration 17Q: 3 clusters Score -412717.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -412740.156250 Penalty: 4214.608398
	Iteration 18Q: 3 clusters Score -412740.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -412765.906250 Penalty: 4214.608398
	Iteration 19Q: 3 clusters Score -412765.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -412781.343750 Penalty: 4214.608398
	Iteration 20F: 3 clusters Score -412781.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -412792.250000 Penalty: 4214.608398
	Iteration 21Q: 3 clusters Score -412792.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -412804.718750 Penalty: 4214.608398
	Iteration 22Q: 3 clusters Score -412804.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -412812.468750 Penalty: 4214.608398
	Iteration 23Q: 3 clusters Score -412812.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -412821.125000 Penalty: 4214.608398
	Iteration 24Q: 3 clusters Score -412821.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -412835.343750 Penalty: 4214.608398
	Iteration 25Q: 3 clusters Score -412835.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -412850.437500 Penalty: 4214.608398
	Iteration 26Q: 3 clusters Score -412850.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -412873.875000 Penalty: 4214.608398
	Iteration 27Q: 3 clusters Score -412873.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -412896.375000 Penalty: 4214.608398
	Iteration 28Q: 3 clusters Score -412896.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -412912.843750 Penalty: 4214.608398
	Iteration 29Q: 3 clusters Score -412912.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -412926.125000 Penalty: 4214.608398
	Iteration 30Q: 3 clusters Score -412926.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -412938.312500 Penalty: 4214.608398
	Iteration 31Q: 3 clusters Score -412938.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -412957.375000 Penalty: 4214.608398
	Iteration 32Q: 3 clusters Score -412957.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -412970.406250 Penalty: 4214.608398
	Iteration 33Q: 3 clusters Score -412970.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -412980.031250 Penalty: 4214.608398
	Iteration 34Q: 3 clusters Score -412980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -412992.406250 Penalty: 4214.608398
	Iteration 35Q: 3 clusters Score -412992.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -413002.000000 Penalty: 4214.608398
	Iteration 36Q: 3 clusters Score -413002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -413010.812500 Penalty: 4214.608398
	Iteration 37Q: 3 clusters Score -413010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -413020.656250 Penalty: 4214.608398
	Iteration 38Q: 3 clusters Score -413020.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -413036.781250 Penalty: 4214.608398
	Iteration 39Q: 3 clusters Score -413036.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -413051.750000 Penalty: 4214.608398
	Iteration 40F: 3 clusters Score -413051.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -413062.968750 Penalty: 4214.608398
	Iteration 41Q: 3 clusters Score -413063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -413071.125000 Penalty: 4214.608398
	Iteration 42Q: 3 clusters Score -413071.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -413086.500000 Penalty: 4214.608398
	Iteration 43Q: 3 clusters Score -413086.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -413098.593750 Penalty: 4214.608398
	Iteration 44Q: 3 clusters Score -413098.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -413109.906250 Penalty: 4214.608398
	Iteration 45Q: 3 clusters Score -413109.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -413117.250000 Penalty: 4214.608398
	Iteration 46Q: 3 clusters Score -413117.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -413121.031250 Penalty: 4214.608398
	Iteration 47Q: 3 clusters Score -413121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -413123.937500 Penalty: 4214.608398
	Iteration 48Q: 3 clusters Score -413123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -413126.781250 Penalty: 4214.608398
	Iteration 49Q: 3 clusters Score -413126.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -413134.156250 Penalty: 4214.608398
	Iteration 50Q: 3 clusters Score -413134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -413139.562500 Penalty: 4214.608398
	Iteration 51Q: 3 clusters Score -413139.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -413145.125000 Penalty: 4214.608398
	Iteration 52Q: 3 clusters Score -413145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -413148.875000 Penalty: 4214.608398
	Iteration 53Q: 3 clusters Score -413148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -413150.250000 Penalty: 4214.608398
	Iteration 54Q: 3 clusters Score -413150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -413152.062500 Penalty: 4214.608398
	Iteration 55Q: 3 clusters Score -413152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -413153.687500 Penalty: 4214.608398
	Iteration 56Q: 3 clusters Score -413153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -413154.375000 Penalty: 4214.608398
	Iteration 57Q: 3 clusters Score -413154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -413154.625000 Penalty: 4214.608398
	Iteration 58Q: 3 clusters Score -413154.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -413154.625000 Penalty: 4214.608398
	Iteration 59F: 3 clusters Score -413154.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -470678.281250 Penalty: 2129.968506
	Iteration 0F: 2 clusters Score -470678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -465859.718750 Penalty: 4259.937012
	Iteration 0F: 3 clusters Score -465859.7 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -467002.531250 Penalty: 4259.937012
	Iteration 1F: 3 clusters Score -467002.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -467203.218750 Penalty: 4259.937012
	Iteration 2F: 3 clusters Score -467203.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -467332.250000 Penalty: 4259.937012
	Iteration 3Q: 3 clusters Score -467332.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -467413.906250 Penalty: 4259.937012
	Iteration 4Q: 3 clusters Score -467413.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -467462.781250 Penalty: 4259.937012
	Iteration 5Q: 3 clusters Score -467462.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -467497.437500 Penalty: 4259.937012
	Iteration 6Q: 3 clusters Score -467497.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -467523.062500 Penalty: 4259.937012
	Iteration 7Q: 3 clusters Score -467523.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -467544.093750 Penalty: 4259.937012
	Iteration 8Q: 3 clusters Score -467544.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -467557.656250 Penalty: 4259.937012
	Iteration 9Q: 3 clusters Score -467557.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -467569.062500 Penalty: 4259.937012
	Iteration 10Q: 3 clusters Score -467569.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -467577.156250 Penalty: 4259.937012
	Iteration 11Q: 3 clusters Score -467577.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -467588.031250 Penalty: 4259.937012
	Iteration 12Q: 3 clusters Score -467588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -467599.375000 Penalty: 4259.937012
	Iteration 13Q: 3 clusters Score -467599.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -467609.531250 Penalty: 4259.937012
	Iteration 14Q: 3 clusters Score -467609.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -467616.937500 Penalty: 4259.937012
	Iteration 15Q: 3 clusters Score -467616.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -467623.718750 Penalty: 4259.937012
	Iteration 16Q: 3 clusters Score -467623.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -467629.093750 Penalty: 4259.937012
	Iteration 17Q: 3 clusters Score -467629.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -467634.531250 Penalty: 4259.937012
	Iteration 18Q: 3 clusters Score -467634.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -467639.937500 Penalty: 4259.937012
	Iteration 19Q: 3 clusters Score -467639.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -467648.375000 Penalty: 4259.937012
	Iteration 20F: 3 clusters Score -467648.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -467654.968750 Penalty: 4259.937012
	Iteration 21Q: 3 clusters Score -467655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -467661.562500 Penalty: 4259.937012
	Iteration 22Q: 3 clusters Score -467661.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -467667.937500 Penalty: 4259.937012
	Iteration 23Q: 3 clusters Score -467667.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -467674.531250 Penalty: 4259.937012
	Iteration 24Q: 3 clusters Score -467674.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -467681.656250 Penalty: 4259.937012
	Iteration 25Q: 3 clusters Score -467681.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -467690.500000 Penalty: 4259.937012
	Iteration 26Q: 3 clusters Score -467690.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -467699.312500 Penalty: 4259.937012
	Iteration 27Q: 3 clusters Score -467699.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -467708.625000 Penalty: 4259.937012
	Iteration 28Q: 3 clusters Score -467708.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -467716.218750 Penalty: 4259.937012
	Iteration 29Q: 3 clusters Score -467716.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -467728.812500 Penalty: 4259.937012
	Iteration 30Q: 3 clusters Score -467728.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -467743.687500 Penalty: 4259.937012
	Iteration 31Q: 3 clusters Score -467743.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -467767.875000 Penalty: 4259.937012
	Iteration 32Q: 3 clusters Score -467767.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -467796.625000 Penalty: 4259.937012
	Iteration 33Q: 3 clusters Score -467796.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -467835.625000 Penalty: 4259.937012
	Iteration 34Q: 3 clusters Score -467835.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -467881.125000 Penalty: 4259.937012
	Iteration 35Q: 3 clusters Score -467881.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -467926.906250 Penalty: 4259.937012
	Iteration 36Q: 3 clusters Score -467926.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -467959.500000 Penalty: 4259.937012
	Iteration 37Q: 3 clusters Score -467959.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -468002.625000 Penalty: 4259.937012
	Iteration 38Q: 3 clusters Score -468002.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -468054.562500 Penalty: 4259.937012
	Iteration 39Q: 3 clusters Score -468054.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -468114.406250 Penalty: 4259.937012
	Iteration 40F: 3 clusters Score -468114.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -468181.875000 Penalty: 4259.937012
	Iteration 41Q: 3 clusters Score -468181.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -468248.625000 Penalty: 4259.937012
	Iteration 42Q: 3 clusters Score -468248.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -468304.468750 Penalty: 4259.937012
	Iteration 43Q: 3 clusters Score -468304.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -468361.906250 Penalty: 4259.937012
	Iteration 44Q: 3 clusters Score -468361.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -468418.625000 Penalty: 4259.937012
	Iteration 45Q: 3 clusters Score -468418.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -468477.437500 Penalty: 4259.937012
	Iteration 46Q: 3 clusters Score -468477.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -468529.093750 Penalty: 4259.937012
	Iteration 47Q: 3 clusters Score -468529.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -468573.875000 Penalty: 4259.937012
	Iteration 48Q: 3 clusters Score -468573.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -468616.593750 Penalty: 4259.937012
	Iteration 49Q: 3 clusters Score -468616.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -468653.531250 Penalty: 4259.937012
	Iteration 50Q: 3 clusters Score -468653.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -468679.906250 Penalty: 4259.937012
	Iteration 51Q: 3 clusters Score -468679.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -468700.718750 Penalty: 4259.937012
	Iteration 52Q: 3 clusters Score -468700.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -468716.781250 Penalty: 4259.937012
	Iteration 53Q: 3 clusters Score -468716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -468729.406250 Penalty: 4259.937012
	Iteration 54Q: 3 clusters Score -468729.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -468741.218750 Penalty: 4259.937012
	Iteration 55Q: 3 clusters Score -468741.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -468750.281250 Penalty: 4259.937012
	Iteration 56Q: 3 clusters Score -468750.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -468758.656250 Penalty: 4259.937012
	Iteration 57Q: 3 clusters Score -468758.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -468763.500000 Penalty: 4259.937012
	Iteration 58Q: 3 clusters Score -468763.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -468767.468750 Penalty: 4259.937012
	Iteration 59Q: 3 clusters Score -468767.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -468774.500000 Penalty: 4259.937012
	Iteration 60F: 3 clusters Score -468774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -468776.906250 Penalty: 4259.937012
	Iteration 61Q: 3 clusters Score -468776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -468778.187500 Penalty: 4259.937012
	Iteration 62Q: 3 clusters Score -468778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -468778.562500 Penalty: 4259.937012
	Iteration 63Q: 3 clusters Score -468778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -468779.468750 Penalty: 4259.937012
	Iteration 64Q: 3 clusters Score -468779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -468781.562500 Penalty: 4259.937012
	Iteration 65Q: 3 clusters Score -468781.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -468783.843750 Penalty: 4259.937012
	Iteration 66Q: 3 clusters Score -468783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -468786.156250 Penalty: 4259.937012
	Iteration 67Q: 3 clusters Score -468786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -468786.218750 Penalty: 4259.937012
	Iteration 68Q: 3 clusters Score -468786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -468787.375000 Penalty: 4259.937012
	Iteration 69Q: 3 clusters Score -468787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -468791.750000 Penalty: 4259.937012
	Iteration 70Q: 3 clusters Score -468791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -468795.406250 Penalty: 4259.937012
	Iteration 71Q: 3 clusters Score -468795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -468797.875000 Penalty: 4259.937012
	Iteration 72Q: 3 clusters Score -468797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -468801.250000 Penalty: 4259.937012
	Iteration 73Q: 3 clusters Score -468801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -468803.031250 Penalty: 4259.937012
	Iteration 74Q: 3 clusters Score -468803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -468806.281250 Penalty: 4259.937012
	Iteration 75Q: 3 clusters Score -468806.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -468809.937500 Penalty: 4259.937012
	Iteration 76Q: 3 clusters Score -468809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -468814.812500 Penalty: 4259.937012
	Iteration 77Q: 3 clusters Score -468814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -468815.156250 Penalty: 4259.937012
	Iteration 78Q: 3 clusters Score -468815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -468815.156250 Penalty: 4259.937012
	Iteration 79F: 3 clusters Score -468815.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Entering Unmasked Estep 
Score: -1017354.125000 Penalty: 2335.987305
	Iteration 0F: 2 clusters Score -1017354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1008220.812500 Penalty: 4671.974609
	Iteration 0F: 3 clusters Score -1008221 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1011172.312500 Penalty: 4671.974609
	Iteration 1F: 3 clusters Score -1011172 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1011702.562500 Penalty: 4671.974609
	Iteration 2F: 3 clusters Score -1011703 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1012177.812500 Penalty: 4671.974609
	Iteration 3F: 3 clusters Score -1012178 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1012616.375000 Penalty: 4671.974609
	Iteration 4F: 3 clusters Score -1012616 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1013010.312500 Penalty: 4671.974609
	Iteration 5F: 3 clusters Score -1013010 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1013426.125000 Penalty: 4671.974609
	Iteration 6F: 3 clusters Score -1013426 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1013829.937500 Penalty: 4671.974609
	Iteration 7F: 3 clusters Score -1013830 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1014218.812500 Penalty: 4671.974609
	Iteration 8F: 3 clusters Score -1014219 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1014598.937500 Penalty: 4671.974609
	Iteration 9Q: 3 clusters Score -1014599 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1014938.375000 Penalty: 4671.974609
	Iteration 10Q: 3 clusters Score -1014938 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1015218.312500 Penalty: 4671.974609
	Iteration 11Q: 3 clusters Score -1015218 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1015434.125000 Penalty: 4671.974609
	Iteration 12Q: 3 clusters Score -1015434 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1015580.937500 Penalty: 4671.974609
	Iteration 13Q: 3 clusters Score -1015581 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1015709.562500 Penalty: 4671.974609
	Iteration 14Q: 3 clusters Score -1015710 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1015784.187500 Penalty: 4671.974609
	Iteration 15Q: 3 clusters Score -1015784 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1015839.875000 Penalty: 4671.974609
	Iteration 16Q: 3 clusters Score -1015840 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1015887.062500 Penalty: 4671.974609
	Iteration 17Q: 3 clusters Score -1015887 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1015925.375000 Penalty: 4671.974609
	Iteration 18Q: 3 clusters Score -1015925 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1015949.812500 Penalty: 4671.974609
	Iteration 19Q: 3 clusters Score -1015950 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1015977.312500 Penalty: 4671.974609
	Iteration 20F: 3 clusters Score -1015977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1015995.312500 Penalty: 4671.974609
	Iteration 21Q: 3 clusters Score -1015995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1016013.125000 Penalty: 4671.974609
	Iteration 22Q: 3 clusters Score -1016013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1016031.812500 Penalty: 4671.974609
	Iteration 23Q: 3 clusters Score -1016032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1016042.250000 Penalty: 4671.974609
	Iteration 24Q: 3 clusters Score -1016042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1016048.312500 Penalty: 4671.974609
	Iteration 25Q: 3 clusters Score -1016048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1016056.750000 Penalty: 4671.974609
	Iteration 26Q: 3 clusters Score -1016057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1016061.875000 Penalty: 4671.974609
	Iteration 27Q: 3 clusters Score -1016062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1016064.750000 Penalty: 4671.974609
	Iteration 28Q: 3 clusters Score -1016065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1016066.562500 Penalty: 4671.974609
	Iteration 29Q: 3 clusters Score -1016067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1016069.562500 Penalty: 4671.974609
	Iteration 30Q: 3 clusters Score -1016070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1016075.125000 Penalty: 4671.974609
	Iteration 31Q: 3 clusters Score -1016075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1016072.875000 Penalty: 4671.974609
	Iteration 32Q: 3 clusters Score -1016073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1016074.437500 Penalty: 4671.974609
	Iteration 33Q: 3 clusters Score -1016074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1016075.937500 Penalty: 4671.974609
	Iteration 34Q: 3 clusters Score -1016076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1016076.937500 Penalty: 4671.974609
	Iteration 35Q: 3 clusters Score -1016077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1016079.437500 Penalty: 4671.974609
	Iteration 36Q: 3 clusters Score -1016079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1016078.437500 Penalty: 4671.974609
	Iteration 37Q: 3 clusters Score -1016078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1016080.000000 Penalty: 4671.974609
	Iteration 38Q: 3 clusters Score -1016080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1016080.812500 Penalty: 4671.974609
	Iteration 39Q: 3 clusters Score -1016081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1016082.750000 Penalty: 4671.974609
	Iteration 40F: 3 clusters Score -1016083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1016082.375000 Penalty: 4671.974609
	Iteration 41Q: 3 clusters Score -1016082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1016082.125000 Penalty: 4671.974609
	Iteration 42Q: 3 clusters Score -1016082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1016081.187500 Penalty: 4671.974609
	Iteration 43Q: 3 clusters Score -1016081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1016080.125000 Penalty: 4671.974609
	Iteration 44Q: 3 clusters Score -1016080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1016081.062500 Penalty: 4671.974609
	Iteration 45Q: 3 clusters Score -1016081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1016082.000000 Penalty: 4671.974609
	Iteration 46Q: 3 clusters Score -1016082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1016083.000000 Penalty: 4671.974609
	Iteration 47Q: 3 clusters Score -1016083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1016083.000000 Penalty: 4671.974609
	Iteration 48F: 3 clusters Score -1016083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Entering Unmasked Estep 
Score: -835918.875000 Penalty: 2298.521484
	Iteration 0F: 2 clusters Score -835918.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -827891.000000 Penalty: 4597.042969
	Iteration 0F: 3 clusters Score -827891 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -830434.000000 Penalty: 4597.042969
	Iteration 1F: 3 clusters Score -830434 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -830891.875000 Penalty: 4597.042969
	Iteration 2F: 3 clusters Score -830891.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -831299.000000 Penalty: 4597.042969
	Iteration 3F: 3 clusters Score -831299 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -831650.437500 Penalty: 4597.042969
	Iteration 4F: 3 clusters Score -831650.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -831996.625000 Penalty: 4597.042969
	Iteration 5F: 3 clusters Score -831996.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -832294.062500 Penalty: 4597.042969
	Iteration 6Q: 3 clusters Score -832294.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -832544.500000 Penalty: 4597.042969
	Iteration 7Q: 3 clusters Score -832544.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -832754.250000 Penalty: 4597.042969
	Iteration 8Q: 3 clusters Score -832754.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -832932.562500 Penalty: 4597.042969
	Iteration 9Q: 3 clusters Score -832932.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -833080.937500 Penalty: 4597.042969
	Iteration 10Q: 3 clusters Score -833080.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -833210.562500 Penalty: 4597.042969
	Iteration 11Q: 3 clusters Score -833210.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -833353.312500 Penalty: 4597.042969
	Iteration 12Q: 3 clusters Score -833353.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -833473.125000 Penalty: 4597.042969
	Iteration 13Q: 3 clusters Score -833473.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -833592.062500 Penalty: 4597.042969
	Iteration 14Q: 3 clusters Score -833592.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -833695.312500 Penalty: 4597.042969
	Iteration 15Q: 3 clusters Score -833695.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -833794.062500 Penalty: 4597.042969
	Iteration 16Q: 3 clusters Score -833794.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -833880.937500 Penalty: 4597.042969
	Iteration 17Q: 3 clusters Score -833880.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -833961.750000 Penalty: 4597.042969
	Iteration 18Q: 3 clusters Score -833961.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -834035.812500 Penalty: 4597.042969
	Iteration 19Q: 3 clusters Score -834035.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -834099.437500 Penalty: 4597.042969
	Iteration 20F: 3 clusters Score -834099.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -834160.437500 Penalty: 4597.042969
	Iteration 21Q: 3 clusters Score -834160.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -834217.062500 Penalty: 4597.042969
	Iteration 22Q: 3 clusters Score -834217.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -834263.312500 Penalty: 4597.042969
	Iteration 23Q: 3 clusters Score -834263.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -834291.875000 Penalty: 4597.042969
	Iteration 24Q: 3 clusters Score -834291.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -834302.750000 Penalty: 4597.042969
	Iteration 25Q: 3 clusters Score -834302.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -834313.000000 Penalty: 4597.042969
	Iteration 26Q: 3 clusters Score -834313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -834322.250000 Penalty: 4597.042969
	Iteration 27Q: 3 clusters Score -834322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -834335.937500 Penalty: 4597.042969
	Iteration 28Q: 3 clusters Score -834335.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -834342.312500 Penalty: 4597.042969
	Iteration 29Q: 3 clusters Score -834342.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -834351.187500 Penalty: 4597.042969
	Iteration 30Q: 3 clusters Score -834351.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -834362.125000 Penalty: 4597.042969
	Iteration 31Q: 3 clusters Score -834362.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -834376.312500 Penalty: 4597.042969
	Iteration 32Q: 3 clusters Score -834376.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -834389.937500 Penalty: 4597.042969
	Iteration 33Q: 3 clusters Score -834389.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -834402.750000 Penalty: 4597.042969
	Iteration 34Q: 3 clusters Score -834402.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -834422.125000 Penalty: 4597.042969
	Iteration 35Q: 3 clusters Score -834422.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -834444.812500 Penalty: 4597.042969
	Iteration 36Q: 3 clusters Score -834444.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -834480.250000 Penalty: 4597.042969
	Iteration 37Q: 3 clusters Score -834480.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -834512.937500 Penalty: 4597.042969
	Iteration 38Q: 3 clusters Score -834512.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -834536.250000 Penalty: 4597.042969
	Iteration 39Q: 3 clusters Score -834536.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -834559.437500 Penalty: 4597.042969
	Iteration 40F: 3 clusters Score -834559.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -834582.750000 Penalty: 4597.042969
	Iteration 41Q: 3 clusters Score -834582.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -834601.562500 Penalty: 4597.042969
	Iteration 42Q: 3 clusters Score -834601.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -834612.500000 Penalty: 4597.042969
	Iteration 43Q: 3 clusters Score -834612.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -834622.187500 Penalty: 4597.042969
	Iteration 44Q: 3 clusters Score -834622.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -834631.625000 Penalty: 4597.042969
	Iteration 45Q: 3 clusters Score -834631.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -834636.812500 Penalty: 4597.042969
	Iteration 46Q: 3 clusters Score -834636.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -834641.875000 Penalty: 4597.042969
	Iteration 47Q: 3 clusters Score -834641.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -834648.312500 Penalty: 4597.042969
	Iteration 48Q: 3 clusters Score -834648.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -834652.437500 Penalty: 4597.042969
	Iteration 49Q: 3 clusters Score -834652.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -834656.625000 Penalty: 4597.042969
	Iteration 50Q: 3 clusters Score -834656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -834661.312500 Penalty: 4597.042969
	Iteration 51Q: 3 clusters Score -834661.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -834661.000000 Penalty: 4597.042969
	Iteration 52Q: 3 clusters Score -834661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -834661.437500 Penalty: 4597.042969
	Iteration 53Q: 3 clusters Score -834661.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -834663.187500 Penalty: 4597.042969
	Iteration 54Q: 3 clusters Score -834663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -834664.562500 Penalty: 4597.042969
	Iteration 55Q: 3 clusters Score -834664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -834666.187500 Penalty: 4597.042969
	Iteration 56Q: 3 clusters Score -834666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -834666.625000 Penalty: 4597.042969
	Iteration 57Q: 3 clusters Score -834666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -834666.625000 Penalty: 4597.042969
	Iteration 58F: 3 clusters Score -834666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Entering Unmasked Estep 
Score: -361064.250000 Penalty: 2093.892822
	Iteration 0F: 2 clusters Score -361064.2 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 2380 members 
Entering Unmasked Estep 
Score: -356701.781250 Penalty: 4187.785645
	Iteration 0F: 3 clusters Score -356701.8 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -357744.968750 Penalty: 4187.785645
	Iteration 1F: 3 clusters Score -357745 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -358010.656250 Penalty: 4187.785645
	Iteration 2F: 3 clusters Score -358010.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -358200.468750 Penalty: 4187.785645
	Iteration 3F: 3 clusters Score -358200.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -358385.718750 Penalty: 4187.785645
	Iteration 4Q: 3 clusters Score -358385.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -358567.718750 Penalty: 4187.785645
	Iteration 5Q: 3 clusters Score -358567.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -358752.312500 Penalty: 4187.785645
	Iteration 6Q: 3 clusters Score -358752.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -358991.343750 Penalty: 4187.785645
	Iteration 7Q: 3 clusters Score -358991.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -359243.281250 Penalty: 4187.785645
	Iteration 8Q: 3 clusters Score -359243.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -359462.593750 Penalty: 4187.785645
	Iteration 9Q: 3 clusters Score -359462.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -359607.531250 Penalty: 4187.785645
	Iteration 10Q: 3 clusters Score -359607.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -359715.343750 Penalty: 4187.785645
	Iteration 11Q: 3 clusters Score -359715.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -359781.250000 Penalty: 4187.785645
	Iteration 12Q: 3 clusters Score -359781.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -359817.437500 Penalty: 4187.785645
	Iteration 13Q: 3 clusters Score -359817.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -359841.062500 Penalty: 4187.785645
	Iteration 14Q: 3 clusters Score -359841.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -359857.593750 Penalty: 4187.785645
	Iteration 15Q: 3 clusters Score -359857.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -359870.093750 Penalty: 4187.785645
	Iteration 16Q: 3 clusters Score -359870.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -359880.531250 Penalty: 4187.785645
	Iteration 17Q: 3 clusters Score -359880.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -359887.625000 Penalty: 4187.785645
	Iteration 18Q: 3 clusters Score -359887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -359892.375000 Penalty: 4187.785645
	Iteration 19Q: 3 clusters Score -359892.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -359899.468750 Penalty: 4187.785645
	Iteration 20F: 3 clusters Score -359899.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -359902.187500 Penalty: 4187.785645
	Iteration 21Q: 3 clusters Score -359902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -359904.093750 Penalty: 4187.785645
	Iteration 22Q: 3 clusters Score -359904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -359906.812500 Penalty: 4187.785645
	Iteration 23Q: 3 clusters Score -359906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -359907.718750 Penalty: 4187.785645
	Iteration 24Q: 3 clusters Score -359907.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -359909.906250 Penalty: 4187.785645
	Iteration 25Q: 3 clusters Score -359909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -359912.656250 Penalty: 4187.785645
	Iteration 26Q: 3 clusters Score -359912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -359913.687500 Penalty: 4187.785645
	Iteration 27Q: 3 clusters Score -359913.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -359914.593750 Penalty: 4187.785645
	Iteration 28Q: 3 clusters Score -359914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -359915.343750 Penalty: 4187.785645
	Iteration 29Q: 3 clusters Score -359915.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -359915.812500 Penalty: 4187.785645
	Iteration 30Q: 3 clusters Score -359915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -359915.906250 Penalty: 4187.785645
	Iteration 31Q: 3 clusters Score -359915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -359915.906250 Penalty: 4187.785645
	Iteration 32F: 3 clusters Score -359915.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Entering Unmasked Estep 
Score: -695918.562500 Penalty: 2205.469727
	Iteration 0F: 2 clusters Score -695918.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -689953.125000 Penalty: 4410.939453
	Iteration 0F: 3 clusters Score -689953.1 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -691512.750000 Penalty: 4410.939453
	Iteration 1F: 3 clusters Score -691512.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -691796.750000 Penalty: 4410.939453
	Iteration 2F: 3 clusters Score -691796.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -692018.687500 Penalty: 4410.939453
	Iteration 3F: 3 clusters Score -692018.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -692202.562500 Penalty: 4410.939453
	Iteration 4Q: 3 clusters Score -692202.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -692363.375000 Penalty: 4410.939453
	Iteration 5Q: 3 clusters Score -692363.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -692524.312500 Penalty: 4410.939453
	Iteration 6Q: 3 clusters Score -692524.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -692713.062500 Penalty: 4410.939453
	Iteration 7Q: 3 clusters Score -692713.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -692934.500000 Penalty: 4410.939453
	Iteration 8Q: 3 clusters Score -692934.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -693133.500000 Penalty: 4410.939453
	Iteration 9Q: 3 clusters Score -693133.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -693305.437500 Penalty: 4410.939453
	Iteration 10Q: 3 clusters Score -693305.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -693489.687500 Penalty: 4410.939453
	Iteration 11Q: 3 clusters Score -693489.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -693633.750000 Penalty: 4410.939453
	Iteration 12Q: 3 clusters Score -693633.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -693741.937500 Penalty: 4410.939453
	Iteration 13Q: 3 clusters Score -693741.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -693823.125000 Penalty: 4410.939453
	Iteration 14Q: 3 clusters Score -693823.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -693883.125000 Penalty: 4410.939453
	Iteration 15Q: 3 clusters Score -693883.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -693931.500000 Penalty: 4410.939453
	Iteration 16Q: 3 clusters Score -693931.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -693963.062500 Penalty: 4410.939453
	Iteration 17Q: 3 clusters Score -693963.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -693985.125000 Penalty: 4410.939453
	Iteration 18Q: 3 clusters Score -693985.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -694008.250000 Penalty: 4410.939453
	Iteration 19Q: 3 clusters Score -694008.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -694022.000000 Penalty: 4410.939453
	Iteration 20F: 3 clusters Score -694022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -694033.375000 Penalty: 4410.939453
	Iteration 21Q: 3 clusters Score -694033.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -694044.500000 Penalty: 4410.939453
	Iteration 22Q: 3 clusters Score -694044.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -694056.437500 Penalty: 4410.939453
	Iteration 23Q: 3 clusters Score -694056.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -694068.937500 Penalty: 4410.939453
	Iteration 24Q: 3 clusters Score -694068.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -694075.812500 Penalty: 4410.939453
	Iteration 25Q: 3 clusters Score -694075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -694083.562500 Penalty: 4410.939453
	Iteration 26Q: 3 clusters Score -694083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -694087.375000 Penalty: 4410.939453
	Iteration 27Q: 3 clusters Score -694087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -694091.750000 Penalty: 4410.939453
	Iteration 28Q: 3 clusters Score -694091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -694098.625000 Penalty: 4410.939453
	Iteration 29Q: 3 clusters Score -694098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -694102.875000 Penalty: 4410.939453
	Iteration 30Q: 3 clusters Score -694102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -694103.812500 Penalty: 4410.939453
	Iteration 31Q: 3 clusters Score -694103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -694104.125000 Penalty: 4410.939453
	Iteration 32Q: 3 clusters Score -694104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -694106.562500 Penalty: 4410.939453
	Iteration 33Q: 3 clusters Score -694106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -694107.562500 Penalty: 4410.939453
	Iteration 34Q: 3 clusters Score -694107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -694107.437500 Penalty: 4410.939453
	Iteration 35Q: 3 clusters Score -694107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -694107.437500 Penalty: 4410.939453
	Iteration 36F: 3 clusters Score -694107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -590553.000000 Penalty: 2204.309082
	Iteration 0F: 2 clusters Score -590553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -584609.375000 Penalty: 4408.618164
	Iteration 0F: 3 clusters Score -584609.4 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -586226.875000 Penalty: 4408.618164
	Iteration 1F: 3 clusters Score -586226.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -586498.062500 Penalty: 4408.618164
	Iteration 2F: 3 clusters Score -586498.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -586684.562500 Penalty: 4408.618164
	Iteration 3F: 3 clusters Score -586684.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -586818.625000 Penalty: 4408.618164
	Iteration 4Q: 3 clusters Score -586818.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -586930.625000 Penalty: 4408.618164
	Iteration 5Q: 3 clusters Score -586930.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -587034.562500 Penalty: 4408.618164
	Iteration 6Q: 3 clusters Score -587034.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -587170.687500 Penalty: 4408.618164
	Iteration 7Q: 3 clusters Score -587170.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -587341.187500 Penalty: 4408.618164
	Iteration 8Q: 3 clusters Score -587341.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -587524.750000 Penalty: 4408.618164
	Iteration 9Q: 3 clusters Score -587524.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -587685.437500 Penalty: 4408.618164
	Iteration 10Q: 3 clusters Score -587685.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -587843.562500 Penalty: 4408.618164
	Iteration 11Q: 3 clusters Score -587843.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -587982.062500 Penalty: 4408.618164
	Iteration 12Q: 3 clusters Score -587982.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -588097.250000 Penalty: 4408.618164
	Iteration 13Q: 3 clusters Score -588097.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -588183.875000 Penalty: 4408.618164
	Iteration 14Q: 3 clusters Score -588183.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -588255.000000 Penalty: 4408.618164
	Iteration 15Q: 3 clusters Score -588255 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -588307.500000 Penalty: 4408.618164
	Iteration 16Q: 3 clusters Score -588307.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -588340.687500 Penalty: 4408.618164
	Iteration 17Q: 3 clusters Score -588340.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -588365.375000 Penalty: 4408.618164
	Iteration 18Q: 3 clusters Score -588365.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -588382.375000 Penalty: 4408.618164
	Iteration 19Q: 3 clusters Score -588382.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -588397.562500 Penalty: 4408.618164
	Iteration 20F: 3 clusters Score -588397.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -588407.125000 Penalty: 4408.618164
	Iteration 21Q: 3 clusters Score -588407.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -588416.125000 Penalty: 4408.618164
	Iteration 22Q: 3 clusters Score -588416.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -588421.125000 Penalty: 4408.618164
	Iteration 23Q: 3 clusters Score -588421.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -588427.062500 Penalty: 4408.618164
	Iteration 24Q: 3 clusters Score -588427.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -588430.312500 Penalty: 4408.618164
	Iteration 25Q: 3 clusters Score -588430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -588430.187500 Penalty: 4408.618164
	Iteration 26Q: 3 clusters Score -588430.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -588436.125000 Penalty: 4408.618164
	Iteration 27Q: 3 clusters Score -588436.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -588439.437500 Penalty: 4408.618164
	Iteration 28Q: 3 clusters Score -588439.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -588443.812500 Penalty: 4408.618164
	Iteration 29Q: 3 clusters Score -588443.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -588446.125000 Penalty: 4408.618164
	Iteration 30Q: 3 clusters Score -588446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -588448.937500 Penalty: 4408.618164
	Iteration 31Q: 3 clusters Score -588448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -588450.750000 Penalty: 4408.618164
	Iteration 32Q: 3 clusters Score -588450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -588453.562500 Penalty: 4408.618164
	Iteration 33Q: 3 clusters Score -588453.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -588454.875000 Penalty: 4408.618164
	Iteration 34Q: 3 clusters Score -588454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -588457.000000 Penalty: 4408.618164
	Iteration 35Q: 3 clusters Score -588457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -588458.187500 Penalty: 4408.618164
	Iteration 36Q: 3 clusters Score -588458.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -588460.250000 Penalty: 4408.618164
	Iteration 37Q: 3 clusters Score -588460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -588462.000000 Penalty: 4408.618164
	Iteration 38Q: 3 clusters Score -588462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -588465.062500 Penalty: 4408.618164
	Iteration 39Q: 3 clusters Score -588465.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -588469.437500 Penalty: 4408.618164
	Iteration 40F: 3 clusters Score -588469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -588471.687500 Penalty: 4408.618164
	Iteration 41Q: 3 clusters Score -588471.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -588473.375000 Penalty: 4408.618164
	Iteration 42Q: 3 clusters Score -588473.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -588476.250000 Penalty: 4408.618164
	Iteration 43Q: 3 clusters Score -588476.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -588482.250000 Penalty: 4408.618164
	Iteration 44Q: 3 clusters Score -588482.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -588485.062500 Penalty: 4408.618164
	Iteration 45Q: 3 clusters Score -588485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -588487.562500 Penalty: 4408.618164
	Iteration 46Q: 3 clusters Score -588487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -588490.187500 Penalty: 4408.618164
	Iteration 47Q: 3 clusters Score -588490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -588493.812500 Penalty: 4408.618164
	Iteration 48Q: 3 clusters Score -588493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -588496.250000 Penalty: 4408.618164
	Iteration 49Q: 3 clusters Score -588496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -588501.375000 Penalty: 4408.618164
	Iteration 50Q: 3 clusters Score -588501.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -588503.062500 Penalty: 4408.618164
	Iteration 51Q: 3 clusters Score -588503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -588503.437500 Penalty: 4408.618164
	Iteration 52Q: 3 clusters Score -588503.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -588506.562500 Penalty: 4408.618164
	Iteration 53Q: 3 clusters Score -588506.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -588508.687500 Penalty: 4408.618164
	Iteration 54Q: 3 clusters Score -588508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -588509.250000 Penalty: 4408.618164
	Iteration 55Q: 3 clusters Score -588509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -588511.312500 Penalty: 4408.618164
	Iteration 56Q: 3 clusters Score -588511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -588513.562500 Penalty: 4408.618164
	Iteration 57Q: 3 clusters Score -588513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -588513.062500 Penalty: 4408.618164
	Iteration 58Q: 3 clusters Score -588513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -588513.312500 Penalty: 4408.618164
	Iteration 59Q: 3 clusters Score -588513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -588513.312500 Penalty: 4408.618164
	Iteration 60F: 3 clusters Score -588513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Entering Unmasked Estep 
Score: -880026.375000 Penalty: 2284.214111
	Iteration 0F: 2 clusters Score -880026.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -872409.562500 Penalty: 4568.428223
	Iteration 0F: 3 clusters Score -872409.6 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -874662.187500 Penalty: 4568.428223
	Iteration 1F: 3 clusters Score -874662.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -874964.937500 Penalty: 4568.428223
	Iteration 2F: 3 clusters Score -874964.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -875176.375000 Penalty: 4568.428223
	Iteration 3Q: 3 clusters Score -875176.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -875368.125000 Penalty: 4568.428223
	Iteration 4Q: 3 clusters Score -875368.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -875586.375000 Penalty: 4568.428223
	Iteration 5Q: 3 clusters Score -875586.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -875833.250000 Penalty: 4568.428223
	Iteration 6Q: 3 clusters Score -875833.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -876151.625000 Penalty: 4568.428223
	Iteration 7Q: 3 clusters Score -876151.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -876500.562500 Penalty: 4568.428223
	Iteration 8Q: 3 clusters Score -876500.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -876848.562500 Penalty: 4568.428223
	Iteration 9Q: 3 clusters Score -876848.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -877166.125000 Penalty: 4568.428223
	Iteration 10Q: 3 clusters Score -877166.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -877438.000000 Penalty: 4568.428223
	Iteration 11Q: 3 clusters Score -877438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -877647.250000 Penalty: 4568.428223
	Iteration 12Q: 3 clusters Score -877647.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -877774.562500 Penalty: 4568.428223
	Iteration 13Q: 3 clusters Score -877774.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -877843.687500 Penalty: 4568.428223
	Iteration 14Q: 3 clusters Score -877843.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -877882.312500 Penalty: 4568.428223
	Iteration 15Q: 3 clusters Score -877882.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -877924.250000 Penalty: 4568.428223
	Iteration 16Q: 3 clusters Score -877924.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -877946.062500 Penalty: 4568.428223
	Iteration 17Q: 3 clusters Score -877946.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -877963.500000 Penalty: 4568.428223
	Iteration 18Q: 3 clusters Score -877963.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -877971.812500 Penalty: 4568.428223
	Iteration 19Q: 3 clusters Score -877971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -877978.125000 Penalty: 4568.428223
	Iteration 20F: 3 clusters Score -877978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -877980.812500 Penalty: 4568.428223
	Iteration 21Q: 3 clusters Score -877980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -877986.437500 Penalty: 4568.428223
	Iteration 22Q: 3 clusters Score -877986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -877991.562500 Penalty: 4568.428223
	Iteration 23Q: 3 clusters Score -877991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -877992.312500 Penalty: 4568.428223
	Iteration 24Q: 3 clusters Score -877992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -877996.500000 Penalty: 4568.428223
	Iteration 25Q: 3 clusters Score -877996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -877999.625000 Penalty: 4568.428223
	Iteration 26Q: 3 clusters Score -877999.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -878005.062500 Penalty: 4568.428223
	Iteration 27Q: 3 clusters Score -878005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -878006.000000 Penalty: 4568.428223
	Iteration 28Q: 3 clusters Score -878006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -878010.250000 Penalty: 4568.428223
	Iteration 29Q: 3 clusters Score -878010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -878011.875000 Penalty: 4568.428223
	Iteration 30Q: 3 clusters Score -878011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -878013.875000 Penalty: 4568.428223
	Iteration 31Q: 3 clusters Score -878013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -878014.687500 Penalty: 4568.428223
	Iteration 32Q: 3 clusters Score -878014.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -878014.687500 Penalty: 4568.428223
	Iteration 33F: 3 clusters Score -878014.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Entering Unmasked Estep 
Score: -652228.187500 Penalty: 2235.462402
	Iteration 0F: 2 clusters Score -652228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -645644.125000 Penalty: 4470.924805
	Iteration 0F: 3 clusters Score -645644.1 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -647520.000000 Penalty: 4470.924805
	Iteration 1F: 3 clusters Score -647520 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -647890.812500 Penalty: 4470.924805
	Iteration 2F: 3 clusters Score -647890.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -648169.750000 Penalty: 4470.924805
	Iteration 3F: 3 clusters Score -648169.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -648427.437500 Penalty: 4470.924805
	Iteration 4F: 3 clusters Score -648427.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -648640.625000 Penalty: 4470.924805
	Iteration 5Q: 3 clusters Score -648640.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -648795.125000 Penalty: 4470.924805
	Iteration 6Q: 3 clusters Score -648795.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -648922.562500 Penalty: 4470.924805
	Iteration 7Q: 3 clusters Score -648922.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -649007.625000 Penalty: 4470.924805
	Iteration 8Q: 3 clusters Score -649007.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -649085.312500 Penalty: 4470.924805
	Iteration 9Q: 3 clusters Score -649085.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -649148.312500 Penalty: 4470.924805
	Iteration 10Q: 3 clusters Score -649148.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -649205.062500 Penalty: 4470.924805
	Iteration 11Q: 3 clusters Score -649205.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -649288.250000 Penalty: 4470.924805
	Iteration 12Q: 3 clusters Score -649288.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -649373.875000 Penalty: 4470.924805
	Iteration 13Q: 3 clusters Score -649373.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -649466.875000 Penalty: 4470.924805
	Iteration 14Q: 3 clusters Score -649466.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -649559.437500 Penalty: 4470.924805
	Iteration 15Q: 3 clusters Score -649559.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -649649.250000 Penalty: 4470.924805
	Iteration 16Q: 3 clusters Score -649649.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -649744.187500 Penalty: 4470.924805
	Iteration 17Q: 3 clusters Score -649744.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -649815.187500 Penalty: 4470.924805
	Iteration 18Q: 3 clusters Score -649815.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -649893.625000 Penalty: 4470.924805
	Iteration 19Q: 3 clusters Score -649893.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -649965.000000 Penalty: 4470.924805
	Iteration 20F: 3 clusters Score -649965 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -650048.000000 Penalty: 4470.924805
	Iteration 21Q: 3 clusters Score -650048 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -650141.750000 Penalty: 4470.924805
	Iteration 22Q: 3 clusters Score -650141.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -650245.687500 Penalty: 4470.924805
	Iteration 23Q: 3 clusters Score -650245.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -650357.750000 Penalty: 4470.924805
	Iteration 24Q: 3 clusters Score -650357.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -650460.625000 Penalty: 4470.924805
	Iteration 25Q: 3 clusters Score -650460.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -650566.000000 Penalty: 4470.924805
	Iteration 26Q: 3 clusters Score -650566 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -650638.375000 Penalty: 4470.924805
	Iteration 27Q: 3 clusters Score -650638.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -650678.125000 Penalty: 4470.924805
	Iteration 28Q: 3 clusters Score -650678.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -650701.625000 Penalty: 4470.924805
	Iteration 29Q: 3 clusters Score -650701.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -650724.250000 Penalty: 4470.924805
	Iteration 30Q: 3 clusters Score -650724.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -650745.750000 Penalty: 4470.924805
	Iteration 31Q: 3 clusters Score -650745.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -650757.937500 Penalty: 4470.924805
	Iteration 32Q: 3 clusters Score -650757.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -650763.937500 Penalty: 4470.924805
	Iteration 33Q: 3 clusters Score -650763.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -650769.437500 Penalty: 4470.924805
	Iteration 34Q: 3 clusters Score -650769.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -650772.687500 Penalty: 4470.924805
	Iteration 35Q: 3 clusters Score -650772.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -650773.250000 Penalty: 4470.924805
	Iteration 36Q: 3 clusters Score -650773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -650772.437500 Penalty: 4470.924805
	Iteration 37Q: 3 clusters Score -650772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -650772.875000 Penalty: 4470.924805
	Iteration 38Q: 3 clusters Score -650772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -650772.812500 Penalty: 4470.924805
	Iteration 39Q: 3 clusters Score -650772.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -650772.812500 Penalty: 4470.924805
	Iteration 40F: 3 clusters Score -650772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Entering Unmasked Estep 
Score: -1024475.750000 Penalty: 2322.060547
	Iteration 0F: 2 clusters Score -1024476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1015793.812500 Penalty: 4644.121094
	Iteration 0F: 3 clusters Score -1015794 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1018482.687500 Penalty: 4644.121094
	Iteration 1F: 3 clusters Score -1018483 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1018846.062500 Penalty: 4644.121094
	Iteration 2F: 3 clusters Score -1018846 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1019182.687500 Penalty: 4644.121094
	Iteration 3F: 3 clusters Score -1019183 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1019472.250000 Penalty: 4644.121094
	Iteration 4Q: 3 clusters Score -1019472 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1019765.875000 Penalty: 4644.121094
	Iteration 5Q: 3 clusters Score -1019766 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1020009.812500 Penalty: 4644.121094
	Iteration 6Q: 3 clusters Score -1020010 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1020207.437500 Penalty: 4644.121094
	Iteration 7Q: 3 clusters Score -1020207 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1020396.125000 Penalty: 4644.121094
	Iteration 8Q: 3 clusters Score -1020396 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1020577.187500 Penalty: 4644.121094
	Iteration 9Q: 3 clusters Score -1020577 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1020752.375000 Penalty: 4644.121094
	Iteration 10Q: 3 clusters Score -1020752 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1020895.187500 Penalty: 4644.121094
	Iteration 11Q: 3 clusters Score -1020895 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1021011.937500 Penalty: 4644.121094
	Iteration 12Q: 3 clusters Score -1021012 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1021121.125000 Penalty: 4644.121094
	Iteration 13Q: 3 clusters Score -1021121 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1021228.062500 Penalty: 4644.121094
	Iteration 14Q: 3 clusters Score -1021228 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1021332.937500 Penalty: 4644.121094
	Iteration 15Q: 3 clusters Score -1021333 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1021441.250000 Penalty: 4644.121094
	Iteration 16Q: 3 clusters Score -1021441 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1021551.687500 Penalty: 4644.121094
	Iteration 17Q: 3 clusters Score -1021552 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1021656.250000 Penalty: 4644.121094
	Iteration 18Q: 3 clusters Score -1021656 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1021772.625000 Penalty: 4644.121094
	Iteration 19Q: 3 clusters Score -1021773 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1021889.000000 Penalty: 4644.121094
	Iteration 20F: 3 clusters Score -1021889 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1021977.437500 Penalty: 4644.121094
	Iteration 21Q: 3 clusters Score -1021977 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1022047.437500 Penalty: 4644.121094
	Iteration 22Q: 3 clusters Score -1022047 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1022112.937500 Penalty: 4644.121094
	Iteration 23Q: 3 clusters Score -1022113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1022174.312500 Penalty: 4644.121094
	Iteration 24Q: 3 clusters Score -1022174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1022223.125000 Penalty: 4644.121094
	Iteration 25Q: 3 clusters Score -1022223 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1022273.437500 Penalty: 4644.121094
	Iteration 26Q: 3 clusters Score -1022273 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1022314.812500 Penalty: 4644.121094
	Iteration 27Q: 3 clusters Score -1022315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1022351.250000 Penalty: 4644.121094
	Iteration 28Q: 3 clusters Score -1022351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1022385.250000 Penalty: 4644.121094
	Iteration 29Q: 3 clusters Score -1022385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1022406.812500 Penalty: 4644.121094
	Iteration 30Q: 3 clusters Score -1022407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1022425.312500 Penalty: 4644.121094
	Iteration 31Q: 3 clusters Score -1022425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1022437.375000 Penalty: 4644.121094
	Iteration 32Q: 3 clusters Score -1022437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1022448.125000 Penalty: 4644.121094
	Iteration 33Q: 3 clusters Score -1022448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1022453.312500 Penalty: 4644.121094
	Iteration 34Q: 3 clusters Score -1022453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1022458.562500 Penalty: 4644.121094
	Iteration 35Q: 3 clusters Score -1022459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1022467.062500 Penalty: 4644.121094
	Iteration 36Q: 3 clusters Score -1022467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1022471.750000 Penalty: 4644.121094
	Iteration 37Q: 3 clusters Score -1022472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1022478.500000 Penalty: 4644.121094
	Iteration 38Q: 3 clusters Score -1022478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1022481.500000 Penalty: 4644.121094
	Iteration 39Q: 3 clusters Score -1022482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1022486.562500 Penalty: 4644.121094
	Iteration 40F: 3 clusters Score -1022487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1022493.000000 Penalty: 4644.121094
	Iteration 41Q: 3 clusters Score -1022493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1022495.937500 Penalty: 4644.121094
	Iteration 42Q: 3 clusters Score -1022496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1022500.437500 Penalty: 4644.121094
	Iteration 43Q: 3 clusters Score -1022500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1022502.562500 Penalty: 4644.121094
	Iteration 44Q: 3 clusters Score -1022503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1022505.562500 Penalty: 4644.121094
	Iteration 45Q: 3 clusters Score -1022506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1022507.687500 Penalty: 4644.121094
	Iteration 46Q: 3 clusters Score -1022508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1022507.062500 Penalty: 4644.121094
	Iteration 47Q: 3 clusters Score -1022507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1022507.062500 Penalty: 4644.121094
	Iteration 48F: 3 clusters Score -1022507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Entering Unmasked Estep 
Score: -1492849.500000 Penalty: 2417.736328
	Iteration 0F: 2 clusters Score -1492850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1480582.250000 Penalty: 4835.472656
	Iteration 0F: 3 clusters Score -1480582 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1484484.125000 Penalty: 4835.472656
	Iteration 1F: 3 clusters Score -1484484 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1484878.250000 Penalty: 4835.472656
	Iteration 2F: 3 clusters Score -1484878 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1485224.750000 Penalty: 4835.472656
	Iteration 3Q: 3 clusters Score -1485225 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1485542.000000 Penalty: 4835.472656
	Iteration 4Q: 3 clusters Score -1485542 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1485881.125000 Penalty: 4835.472656
	Iteration 5Q: 3 clusters Score -1485881 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1486320.875000 Penalty: 4835.472656
	Iteration 6Q: 3 clusters Score -1486321 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1486900.000000 Penalty: 4835.472656
	Iteration 7F: 3 clusters Score -1486900 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1487523.250000 Penalty: 4835.472656
	Iteration 8F: 3 clusters Score -1487523 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1488125.750000 Penalty: 4835.472656
	Iteration 9F: 3 clusters Score -1488126 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1488662.125000 Penalty: 4835.472656
	Iteration 10Q: 3 clusters Score -1488662 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1489133.000000 Penalty: 4835.472656
	Iteration 11Q: 3 clusters Score -1489133 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1489497.250000 Penalty: 4835.472656
	Iteration 12Q: 3 clusters Score -1489497 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1489797.000000 Penalty: 4835.472656
	Iteration 13Q: 3 clusters Score -1489797 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1490020.500000 Penalty: 4835.472656
	Iteration 14Q: 3 clusters Score -1490020 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1490141.375000 Penalty: 4835.472656
	Iteration 15Q: 3 clusters Score -1490141 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1490231.500000 Penalty: 4835.472656
	Iteration 16Q: 3 clusters Score -1490232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1490299.750000 Penalty: 4835.472656
	Iteration 17Q: 3 clusters Score -1490300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1490357.250000 Penalty: 4835.472656
	Iteration 18Q: 3 clusters Score -1490357 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1490416.250000 Penalty: 4835.472656
	Iteration 19Q: 3 clusters Score -1490416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1490459.375000 Penalty: 4835.472656
	Iteration 20F: 3 clusters Score -1490459 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1490498.125000 Penalty: 4835.472656
	Iteration 21Q: 3 clusters Score -1490498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1490538.125000 Penalty: 4835.472656
	Iteration 22Q: 3 clusters Score -1490538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1490562.375000 Penalty: 4835.472656
	Iteration 23Q: 3 clusters Score -1490562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1490586.125000 Penalty: 4835.472656
	Iteration 24Q: 3 clusters Score -1490586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1490607.250000 Penalty: 4835.472656
	Iteration 25Q: 3 clusters Score -1490607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1490625.500000 Penalty: 4835.472656
	Iteration 26Q: 3 clusters Score -1490626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1490643.750000 Penalty: 4835.472656
	Iteration 27Q: 3 clusters Score -1490644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1490657.625000 Penalty: 4835.472656
	Iteration 28Q: 3 clusters Score -1490658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1490671.500000 Penalty: 4835.472656
	Iteration 29Q: 3 clusters Score -1490672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1490684.250000 Penalty: 4835.472656
	Iteration 30Q: 3 clusters Score -1490684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1490696.375000 Penalty: 4835.472656
	Iteration 31Q: 3 clusters Score -1490696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1490707.375000 Penalty: 4835.472656
	Iteration 32Q: 3 clusters Score -1490707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1490706.250000 Penalty: 4835.472656
	Iteration 33Q: 3 clusters Score -1490706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1490713.250000 Penalty: 4835.472656
	Iteration 34Q: 3 clusters Score -1490713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1490720.625000 Penalty: 4835.472656
	Iteration 35Q: 3 clusters Score -1490721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1490736.125000 Penalty: 4835.472656
	Iteration 36Q: 3 clusters Score -1490736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1490740.875000 Penalty: 4835.472656
	Iteration 37Q: 3 clusters Score -1490741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1490749.750000 Penalty: 4835.472656
	Iteration 38Q: 3 clusters Score -1490750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1490751.125000 Penalty: 4835.472656
	Iteration 39Q: 3 clusters Score -1490751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1490754.125000 Penalty: 4835.472656
	Iteration 40F: 3 clusters Score -1490754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1490755.875000 Penalty: 4835.472656
	Iteration 41Q: 3 clusters Score -1490756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1490760.875000 Penalty: 4835.472656
	Iteration 42Q: 3 clusters Score -1490761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1490762.500000 Penalty: 4835.472656
	Iteration 43Q: 3 clusters Score -1490762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1490764.375000 Penalty: 4835.472656
	Iteration 44Q: 3 clusters Score -1490764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1490767.625000 Penalty: 4835.472656
	Iteration 45Q: 3 clusters Score -1490768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1490770.250000 Penalty: 4835.472656
	Iteration 46Q: 3 clusters Score -1490770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1490772.750000 Penalty: 4835.472656
	Iteration 47Q: 3 clusters Score -1490773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1490776.000000 Penalty: 4835.472656
	Iteration 48Q: 3 clusters Score -1490776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1490778.500000 Penalty: 4835.472656
	Iteration 49Q: 3 clusters Score -1490778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1490776.375000 Penalty: 4835.472656
	Iteration 50Q: 3 clusters Score -1490776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1490776.375000 Penalty: 4835.472656
	Iteration 51Q: 3 clusters Score -1490776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1490777.625000 Penalty: 4835.472656
	Iteration 52Q: 3 clusters Score -1490778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1490779.000000 Penalty: 4835.472656
	Iteration 53Q: 3 clusters Score -1490779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1490779.500000 Penalty: 4835.472656
	Iteration 54Q: 3 clusters Score -1490780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1490783.625000 Penalty: 4835.472656
	Iteration 55Q: 3 clusters Score -1490784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1490782.125000 Penalty: 4835.472656
	Iteration 56Q: 3 clusters Score -1490782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1490784.875000 Penalty: 4835.472656
	Iteration 57Q: 3 clusters Score -1490785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1490785.625000 Penalty: 4835.472656
	Iteration 58Q: 3 clusters Score -1490786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -1490786.750000 Penalty: 4835.472656
	Iteration 59Q: 3 clusters Score -1490787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1490787.625000 Penalty: 4835.472656
	Iteration 60F: 3 clusters Score -1490788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1490789.375000 Penalty: 4835.472656
	Iteration 61Q: 3 clusters Score -1490789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1490794.375000 Penalty: 4835.472656
	Iteration 62Q: 3 clusters Score -1490794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1490794.500000 Penalty: 4835.472656
	Iteration 63Q: 3 clusters Score -1490794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1490795.125000 Penalty: 4835.472656
	Iteration 64Q: 3 clusters Score -1490795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1490795.500000 Penalty: 4835.472656
	Iteration 65Q: 3 clusters Score -1490796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1490798.375000 Penalty: 4835.472656
	Iteration 66Q: 3 clusters Score -1490798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1490799.125000 Penalty: 4835.472656
	Iteration 67Q: 3 clusters Score -1490799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1490800.875000 Penalty: 4835.472656
	Iteration 68Q: 3 clusters Score -1490801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1490800.375000 Penalty: 4835.472656
	Iteration 69Q: 3 clusters Score -1490800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1490800.375000 Penalty: 4835.472656
	Iteration 70F: 3 clusters Score -1490800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Entering Unmasked Estep 
Score: -755341.000000 Penalty: 2247.192627
	Iteration 0F: 2 clusters Score -755341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -748604.625000 Penalty: 4494.385254
	Iteration 0F: 3 clusters Score -748604.6 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -750454.437500 Penalty: 4494.385254
	Iteration 1F: 3 clusters Score -750454.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -750732.062500 Penalty: 4494.385254
	Iteration 2F: 3 clusters Score -750732.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -750957.812500 Penalty: 4494.385254
	Iteration 3F: 3 clusters Score -750957.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -751143.250000 Penalty: 4494.385254
	Iteration 4Q: 3 clusters Score -751143.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -751337.937500 Penalty: 4494.385254
	Iteration 5Q: 3 clusters Score -751337.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -751514.187500 Penalty: 4494.385254
	Iteration 6Q: 3 clusters Score -751514.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -751719.687500 Penalty: 4494.385254
	Iteration 7Q: 3 clusters Score -751719.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -751959.437500 Penalty: 4494.385254
	Iteration 8Q: 3 clusters Score -751959.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -752222.312500 Penalty: 4494.385254
	Iteration 9Q: 3 clusters Score -752222.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -752482.500000 Penalty: 4494.385254
	Iteration 10Q: 3 clusters Score -752482.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -752717.000000 Penalty: 4494.385254
	Iteration 11Q: 3 clusters Score -752717 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -752910.812500 Penalty: 4494.385254
	Iteration 12Q: 3 clusters Score -752910.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -753078.250000 Penalty: 4494.385254
	Iteration 13Q: 3 clusters Score -753078.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -753199.562500 Penalty: 4494.385254
	Iteration 14Q: 3 clusters Score -753199.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -753267.375000 Penalty: 4494.385254
	Iteration 15Q: 3 clusters Score -753267.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -753316.437500 Penalty: 4494.385254
	Iteration 16Q: 3 clusters Score -753316.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -753349.250000 Penalty: 4494.385254
	Iteration 17Q: 3 clusters Score -753349.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -753375.187500 Penalty: 4494.385254
	Iteration 18Q: 3 clusters Score -753375.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -753400.062500 Penalty: 4494.385254
	Iteration 19Q: 3 clusters Score -753400.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -753424.687500 Penalty: 4494.385254
	Iteration 20F: 3 clusters Score -753424.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -753443.625000 Penalty: 4494.385254
	Iteration 21Q: 3 clusters Score -753443.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -753460.437500 Penalty: 4494.385254
	Iteration 22Q: 3 clusters Score -753460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -753470.312500 Penalty: 4494.385254
	Iteration 23Q: 3 clusters Score -753470.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -753478.250000 Penalty: 4494.385254
	Iteration 24Q: 3 clusters Score -753478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -753486.187500 Penalty: 4494.385254
	Iteration 25Q: 3 clusters Score -753486.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -753492.500000 Penalty: 4494.385254
	Iteration 26Q: 3 clusters Score -753492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -753497.812500 Penalty: 4494.385254
	Iteration 27Q: 3 clusters Score -753497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -753502.187500 Penalty: 4494.385254
	Iteration 28Q: 3 clusters Score -753502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -753504.500000 Penalty: 4494.385254
	Iteration 29Q: 3 clusters Score -753504.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -753508.125000 Penalty: 4494.385254
	Iteration 30Q: 3 clusters Score -753508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -753509.562500 Penalty: 4494.385254
	Iteration 31Q: 3 clusters Score -753509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -753511.500000 Penalty: 4494.385254
	Iteration 32Q: 3 clusters Score -753511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -753515.125000 Penalty: 4494.385254
	Iteration 33Q: 3 clusters Score -753515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -753517.875000 Penalty: 4494.385254
	Iteration 34Q: 3 clusters Score -753517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -753517.875000 Penalty: 4494.385254
	Iteration 35F: 3 clusters Score -753517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Entering Unmasked Estep 
Score: -2371693.250000 Penalty: 2548.443604
	Iteration 0F: 2 clusters Score -2371693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2351737.250000 Penalty: 5096.887207
	Iteration 0F: 3 clusters Score -2351737 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2358960.750000 Penalty: 5096.887207
	Iteration 1F: 3 clusters Score -2358961 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2359401.750000 Penalty: 5096.887207
	Iteration 2Q: 3 clusters Score -2359402 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2359845.000000 Penalty: 5096.887207
	Iteration 3Q: 3 clusters Score -2359845 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2360275.250000 Penalty: 5096.887207
	Iteration 4Q: 3 clusters Score -2360275 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2360787.250000 Penalty: 5096.887207
	Iteration 5Q: 3 clusters Score -2360787 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2361434.500000 Penalty: 5096.887207
	Iteration 6Q: 3 clusters Score -2361434 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2362217.250000 Penalty: 5096.887207
	Iteration 7F: 3 clusters Score -2362217 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2363228.250000 Penalty: 5096.887207
	Iteration 8F: 3 clusters Score -2363228 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2364405.750000 Penalty: 5096.887207
	Iteration 9F: 3 clusters Score -2364406 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2365713.500000 Penalty: 5096.887207
	Iteration 10F: 3 clusters Score -2365714 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -2366939.750000 Penalty: 5096.887207
	Iteration 11F: 3 clusters Score -2366940 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -2367942.500000 Penalty: 5096.887207
	Iteration 12Q: 3 clusters Score -2367942 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -2368639.000000 Penalty: 5096.887207
	Iteration 13Q: 3 clusters Score -2368639 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -2369016.500000 Penalty: 5096.887207
	Iteration 14Q: 3 clusters Score -2369016 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -2369241.250000 Penalty: 5096.887207
	Iteration 15Q: 3 clusters Score -2369241 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -2369368.500000 Penalty: 5096.887207
	Iteration 16Q: 3 clusters Score -2369368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -2369450.500000 Penalty: 5096.887207
	Iteration 17Q: 3 clusters Score -2369450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -2369508.000000 Penalty: 5096.887207
	Iteration 18Q: 3 clusters Score -2369508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -2369553.250000 Penalty: 5096.887207
	Iteration 19Q: 3 clusters Score -2369553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -2369590.000000 Penalty: 5096.887207
	Iteration 20F: 3 clusters Score -2369590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -2369610.750000 Penalty: 5096.887207
	Iteration 21Q: 3 clusters Score -2369611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -2369626.000000 Penalty: 5096.887207
	Iteration 22Q: 3 clusters Score -2369626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -2369641.750000 Penalty: 5096.887207
	Iteration 23Q: 3 clusters Score -2369642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -2369652.000000 Penalty: 5096.887207
	Iteration 24Q: 3 clusters Score -2369652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -2369661.750000 Penalty: 5096.887207
	Iteration 25Q: 3 clusters Score -2369662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -2369668.500000 Penalty: 5096.887207
	Iteration 26Q: 3 clusters Score -2369668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -2369671.500000 Penalty: 5096.887207
	Iteration 27Q: 3 clusters Score -2369672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -2369676.750000 Penalty: 5096.887207
	Iteration 28Q: 3 clusters Score -2369677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -2369686.000000 Penalty: 5096.887207
	Iteration 29Q: 3 clusters Score -2369686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -2369687.000000 Penalty: 5096.887207
	Iteration 30Q: 3 clusters Score -2369687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -2369688.250000 Penalty: 5096.887207
	Iteration 31Q: 3 clusters Score -2369688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -2369691.250000 Penalty: 5096.887207
	Iteration 32Q: 3 clusters Score -2369691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -2369703.750000 Penalty: 5096.887207
	Iteration 33Q: 3 clusters Score -2369704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -2369714.250000 Penalty: 5096.887207
	Iteration 34Q: 3 clusters Score -2369714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -2369719.500000 Penalty: 5096.887207
	Iteration 35Q: 3 clusters Score -2369720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -2369718.750000 Penalty: 5096.887207
	Iteration 36Q: 3 clusters Score -2369719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -2369718.500000 Penalty: 5096.887207
	Iteration 37Q: 3 clusters Score -2369718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -2369723.000000 Penalty: 5096.887207
	Iteration 38Q: 3 clusters Score -2369723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -2369726.250000 Penalty: 5096.887207
	Iteration 39Q: 3 clusters Score -2369726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2369728.750000 Penalty: 5096.887207
	Iteration 40F: 3 clusters Score -2369729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Entering Unmasked Estep 
Score: -296088.781250 Penalty: 2016.108521
	Iteration 0F: 2 clusters Score -296088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -292588.406250 Penalty: 4032.217041
	Iteration 0F: 3 clusters Score -292588.4 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -293344.343750 Penalty: 4032.217041
	Iteration 1F: 3 clusters Score -293344.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -293525.218750 Penalty: 4032.217041
	Iteration 2F: 3 clusters Score -293525.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -293655.156250 Penalty: 4032.217041
	Iteration 3F: 3 clusters Score -293655.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -293742.125000 Penalty: 4032.217041
	Iteration 4Q: 3 clusters Score -293742.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -293799.812500 Penalty: 4032.217041
	Iteration 5Q: 3 clusters Score -293799.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -293853.906250 Penalty: 4032.217041
	Iteration 6Q: 3 clusters Score -293853.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -293893.937500 Penalty: 4032.217041
	Iteration 7Q: 3 clusters Score -293893.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -293930.812500 Penalty: 4032.217041
	Iteration 8Q: 3 clusters Score -293930.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -293959.531250 Penalty: 4032.217041
	Iteration 9Q: 3 clusters Score -293959.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -293979.968750 Penalty: 4032.217041
	Iteration 10Q: 3 clusters Score -293980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -294002.187500 Penalty: 4032.217041
	Iteration 11Q: 3 clusters Score -294002.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -294018.343750 Penalty: 4032.217041
	Iteration 12Q: 3 clusters Score -294018.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -294033.093750 Penalty: 4032.217041
	Iteration 13Q: 3 clusters Score -294033.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -294045.062500 Penalty: 4032.217041
	Iteration 14Q: 3 clusters Score -294045.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -294054.937500 Penalty: 4032.217041
	Iteration 15Q: 3 clusters Score -294054.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -294061.781250 Penalty: 4032.217041
	Iteration 16Q: 3 clusters Score -294061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -294068.187500 Penalty: 4032.217041
	Iteration 17Q: 3 clusters Score -294068.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -294075.156250 Penalty: 4032.217041
	Iteration 18Q: 3 clusters Score -294075.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -294083.031250 Penalty: 4032.217041
	Iteration 19Q: 3 clusters Score -294083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -294089.187500 Penalty: 4032.217041
	Iteration 20F: 3 clusters Score -294089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -294095.812500 Penalty: 4032.217041
	Iteration 21Q: 3 clusters Score -294095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -294101.906250 Penalty: 4032.217041
	Iteration 22Q: 3 clusters Score -294101.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -294108.437500 Penalty: 4032.217041
	Iteration 23Q: 3 clusters Score -294108.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -294115.843750 Penalty: 4032.217041
	Iteration 24Q: 3 clusters Score -294115.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -294120.843750 Penalty: 4032.217041
	Iteration 25Q: 3 clusters Score -294120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -294122.187500 Penalty: 4032.217041
	Iteration 26Q: 3 clusters Score -294122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -294122.656250 Penalty: 4032.217041
	Iteration 27Q: 3 clusters Score -294122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -294122.906250 Penalty: 4032.217041
	Iteration 28Q: 3 clusters Score -294122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -294123.281250 Penalty: 4032.217041
	Iteration 29Q: 3 clusters Score -294123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -294123.593750 Penalty: 4032.217041
	Iteration 30Q: 3 clusters Score -294123.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -294123.593750 Penalty: 4032.217041
	Iteration 31F: 3 clusters Score -294123.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -405335.062500 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -405335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -401015.281250 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -401015.3 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -402102.875000 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -402102.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -402329.125000 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -402329.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -402479.625000 Penalty: 4185.000000
	Iteration 3Q: 3 clusters Score -402479.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -402597.031250 Penalty: 4185.000000
	Iteration 4Q: 3 clusters Score -402597 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -402680.750000 Penalty: 4185.000000
	Iteration 5Q: 3 clusters Score -402680.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -402750.375000 Penalty: 4185.000000
	Iteration 6Q: 3 clusters Score -402750.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -402817.687500 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -402817.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -402872.812500 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -402872.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -402938.375000 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -402938.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -403014.218750 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -403014.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -403079.625000 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -403079.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -403127.906250 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -403127.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -403175.500000 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -403175.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -403219.500000 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -403219.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -403249.906250 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -403249.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -403289.906250 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -403289.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -403321.062500 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -403321.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -403345.875000 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -403345.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -403367.781250 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -403367.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -403387.906250 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -403387.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -403402.250000 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -403402.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -403417.375000 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -403417.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -403435.437500 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -403435.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -403451.406250 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -403451.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -403462.093750 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -403462.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -403472.843750 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -403472.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -403486.562500 Penalty: 4185.000000
	Iteration 27Q: 3 clusters Score -403486.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -403491.812500 Penalty: 4185.000000
	Iteration 28Q: 3 clusters Score -403491.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -403498.687500 Penalty: 4185.000000
	Iteration 29Q: 3 clusters Score -403498.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -403502.562500 Penalty: 4185.000000
	Iteration 30Q: 3 clusters Score -403502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -403504.281250 Penalty: 4185.000000
	Iteration 31Q: 3 clusters Score -403504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -403505.593750 Penalty: 4185.000000
	Iteration 32Q: 3 clusters Score -403505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -403510.000000 Penalty: 4185.000000
	Iteration 33Q: 3 clusters Score -403510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -403511.343750 Penalty: 4185.000000
	Iteration 34Q: 3 clusters Score -403511.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -403515.906250 Penalty: 4185.000000
	Iteration 35Q: 3 clusters Score -403515.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -403517.031250 Penalty: 4185.000000
	Iteration 36Q: 3 clusters Score -403517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -403518.656250 Penalty: 4185.000000
	Iteration 37Q: 3 clusters Score -403518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -403519.406250 Penalty: 4185.000000
	Iteration 38Q: 3 clusters Score -403519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -403519.406250 Penalty: 4185.000000
	Iteration 39F: 3 clusters Score -403519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Entering Unmasked Estep 
Score: -273804.375000 Penalty: 2051.470703
	Iteration 0F: 2 clusters Score -273804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -270016.437500 Penalty: 4102.941406
	Iteration 0F: 3 clusters Score -270016.4 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -271002.562500 Penalty: 4102.941406
	Iteration 1F: 3 clusters Score -271002.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -271401.656250 Penalty: 4102.941406
	Iteration 2F: 3 clusters Score -271401.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -271751.968750 Penalty: 4102.941406
	Iteration 3F: 3 clusters Score -271752 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -272009.250000 Penalty: 4102.941406
	Iteration 4F: 3 clusters Score -272009.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -272221.687500 Penalty: 4102.941406
	Iteration 5Q: 3 clusters Score -272221.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -272359.593750 Penalty: 4102.941406
	Iteration 6Q: 3 clusters Score -272359.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -272441.031250 Penalty: 4102.941406
	Iteration 7Q: 3 clusters Score -272441 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -272496.250000 Penalty: 4102.941406
	Iteration 8Q: 3 clusters Score -272496.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -272528.312500 Penalty: 4102.941406
	Iteration 9Q: 3 clusters Score -272528.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -272548.437500 Penalty: 4102.941406
	Iteration 10Q: 3 clusters Score -272548.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -272558.812500 Penalty: 4102.941406
	Iteration 11Q: 3 clusters Score -272558.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -272570.718750 Penalty: 4102.941406
	Iteration 12Q: 3 clusters Score -272570.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -272578.968750 Penalty: 4102.941406
	Iteration 13Q: 3 clusters Score -272579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -272583.468750 Penalty: 4102.941406
	Iteration 14Q: 3 clusters Score -272583.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -272587.156250 Penalty: 4102.941406
	Iteration 15Q: 3 clusters Score -272587.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -272594.375000 Penalty: 4102.941406
	Iteration 16Q: 3 clusters Score -272594.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -272601.843750 Penalty: 4102.941406
	Iteration 17Q: 3 clusters Score -272601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -272608.781250 Penalty: 4102.941406
	Iteration 18Q: 3 clusters Score -272608.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -272612.906250 Penalty: 4102.941406
	Iteration 19Q: 3 clusters Score -272612.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -272621.187500 Penalty: 4102.941406
	Iteration 20F: 3 clusters Score -272621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -272633.562500 Penalty: 4102.941406
	Iteration 21Q: 3 clusters Score -272633.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -272644.000000 Penalty: 4102.941406
	Iteration 22Q: 3 clusters Score -272644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -272651.906250 Penalty: 4102.941406
	Iteration 23Q: 3 clusters Score -272651.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -272660.500000 Penalty: 4102.941406
	Iteration 24Q: 3 clusters Score -272660.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -272671.437500 Penalty: 4102.941406
	Iteration 25Q: 3 clusters Score -272671.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -272687.093750 Penalty: 4102.941406
	Iteration 26Q: 3 clusters Score -272687.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -272700.250000 Penalty: 4102.941406
	Iteration 27Q: 3 clusters Score -272700.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -272707.656250 Penalty: 4102.941406
	Iteration 28Q: 3 clusters Score -272707.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -272713.687500 Penalty: 4102.941406
	Iteration 29Q: 3 clusters Score -272713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -272715.812500 Penalty: 4102.941406
	Iteration 30Q: 3 clusters Score -272715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -272719.312500 Penalty: 4102.941406
	Iteration 31Q: 3 clusters Score -272719.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -272721.718750 Penalty: 4102.941406
	Iteration 32Q: 3 clusters Score -272721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -272724.250000 Penalty: 4102.941406
	Iteration 33Q: 3 clusters Score -272724.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -272729.375000 Penalty: 4102.941406
	Iteration 34Q: 3 clusters Score -272729.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -272734.156250 Penalty: 4102.941406
	Iteration 35Q: 3 clusters Score -272734.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -272741.250000 Penalty: 4102.941406
	Iteration 36Q: 3 clusters Score -272741.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -272751.843750 Penalty: 4102.941406
	Iteration 37Q: 3 clusters Score -272751.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -272760.968750 Penalty: 4102.941406
	Iteration 38Q: 3 clusters Score -272761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -272770.062500 Penalty: 4102.941406
	Iteration 39Q: 3 clusters Score -272770.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -272776.437500 Penalty: 4102.941406
	Iteration 40F: 3 clusters Score -272776.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -272782.437500 Penalty: 4102.941406
	Iteration 41Q: 3 clusters Score -272782.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -272789.843750 Penalty: 4102.941406
	Iteration 42Q: 3 clusters Score -272789.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -272799.281250 Penalty: 4102.941406
	Iteration 43Q: 3 clusters Score -272799.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -272812.125000 Penalty: 4102.941406
	Iteration 44Q: 3 clusters Score -272812.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -272822.656250 Penalty: 4102.941406
	Iteration 45Q: 3 clusters Score -272822.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -272830.375000 Penalty: 4102.941406
	Iteration 46Q: 3 clusters Score -272830.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -272838.843750 Penalty: 4102.941406
	Iteration 47Q: 3 clusters Score -272838.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -272850.031250 Penalty: 4102.941406
	Iteration 48Q: 3 clusters Score -272850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -272864.062500 Penalty: 4102.941406
	Iteration 49Q: 3 clusters Score -272864.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -272878.656250 Penalty: 4102.941406
	Iteration 50Q: 3 clusters Score -272878.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -272894.000000 Penalty: 4102.941406
	Iteration 51Q: 3 clusters Score -272894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -272909.218750 Penalty: 4102.941406
	Iteration 52Q: 3 clusters Score -272909.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -272922.875000 Penalty: 4102.941406
	Iteration 53Q: 3 clusters Score -272922.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -272933.437500 Penalty: 4102.941406
	Iteration 54Q: 3 clusters Score -272933.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -272941.625000 Penalty: 4102.941406
	Iteration 55Q: 3 clusters Score -272941.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -272946.468750 Penalty: 4102.941406
	Iteration 56Q: 3 clusters Score -272946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -272949.125000 Penalty: 4102.941406
	Iteration 57Q: 3 clusters Score -272949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -272951.343750 Penalty: 4102.941406
	Iteration 58Q: 3 clusters Score -272951.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -272953.687500 Penalty: 4102.941406
	Iteration 59Q: 3 clusters Score -272953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -272954.593750 Penalty: 4102.941406
	Iteration 60F: 3 clusters Score -272954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -272955.531250 Penalty: 4102.941406
	Iteration 61Q: 3 clusters Score -272955.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -272956.687500 Penalty: 4102.941406
	Iteration 62Q: 3 clusters Score -272956.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -272956.687500 Penalty: 4102.941406
	Iteration 63F: 3 clusters Score -272956.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Entering Unmasked Estep 
Score: -3366364.000000 Penalty: 2621.559326
	Iteration 0F: 2 clusters Score -3366364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3339819.250000 Penalty: 5243.118652
	Iteration 0F: 3 clusters Score -3339819 nChanged 17821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3349636.000000 Penalty: 5243.118652
	Iteration 1F: 3 clusters Score -3349636 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3350261.000000 Penalty: 5243.118652
	Iteration 2Q: 3 clusters Score -3350261 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3350955.750000 Penalty: 5243.118652
	Iteration 3Q: 3 clusters Score -3350956 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3351908.500000 Penalty: 5243.118652
	Iteration 4Q: 3 clusters Score -3351908 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3353112.000000 Penalty: 5243.118652
	Iteration 5F: 3 clusters Score -3353112 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3354805.000000 Penalty: 5243.118652
	Iteration 6F: 3 clusters Score -3354805 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -3357081.250000 Penalty: 5243.118652
	Iteration 7F: 3 clusters Score -3357081 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3359479.250000 Penalty: 5243.118652
	Iteration 8F: 3 clusters Score -3359479 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -3361480.250000 Penalty: 5243.118652
	Iteration 9F: 3 clusters Score -3361480 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -3362713.500000 Penalty: 5243.118652
	Iteration 10Q: 3 clusters Score -3362714 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -3363344.000000 Penalty: 5243.118652
	Iteration 11Q: 3 clusters Score -3363344 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -3363688.250000 Penalty: 5243.118652
	Iteration 12Q: 3 clusters Score -3363688 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -3363879.250000 Penalty: 5243.118652
	Iteration 13Q: 3 clusters Score -3363879 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -3363968.250000 Penalty: 5243.118652
	Iteration 14Q: 3 clusters Score -3363968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -3364032.250000 Penalty: 5243.118652
	Iteration 15Q: 3 clusters Score -3364032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -3364076.500000 Penalty: 5243.118652
	Iteration 16Q: 3 clusters Score -3364076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -3364108.500000 Penalty: 5243.118652
	Iteration 17Q: 3 clusters Score -3364108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -3364127.500000 Penalty: 5243.118652
	Iteration 18Q: 3 clusters Score -3364128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -3364137.750000 Penalty: 5243.118652
	Iteration 19Q: 3 clusters Score -3364138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -3364149.250000 Penalty: 5243.118652
	Iteration 20F: 3 clusters Score -3364149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -3364157.250000 Penalty: 5243.118652
	Iteration 21Q: 3 clusters Score -3364157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -3364157.000000 Penalty: 5243.118652
	Iteration 22Q: 3 clusters Score -3364157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -3364162.000000 Penalty: 5243.118652
	Iteration 23Q: 3 clusters Score -3364162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -3364168.500000 Penalty: 5243.118652
	Iteration 24Q: 3 clusters Score -3364168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -3364177.750000 Penalty: 5243.118652
	Iteration 25Q: 3 clusters Score -3364178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -3364193.000000 Penalty: 5243.118652
	Iteration 26Q: 3 clusters Score -3364193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -3364197.750000 Penalty: 5243.118652
	Iteration 27Q: 3 clusters Score -3364198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -3364198.000000 Penalty: 5243.118652
	Iteration 28Q: 3 clusters Score -3364198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -3364202.500000 Penalty: 5243.118652
	Iteration 29Q: 3 clusters Score -3364202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -3364207.500000 Penalty: 5243.118652
	Iteration 30Q: 3 clusters Score -3364208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3364210.250000 Penalty: 5243.118652
	Iteration 31Q: 3 clusters Score -3364210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -3364209.500000 Penalty: 5243.118652
	Iteration 32Q: 3 clusters Score -3364210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -3364210.500000 Penalty: 5243.118652
	Iteration 33Q: 3 clusters Score -3364210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -3364212.250000 Penalty: 5243.118652
	Iteration 34Q: 3 clusters Score -3364212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -3364214.500000 Penalty: 5243.118652
	Iteration 35Q: 3 clusters Score -3364214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -3364219.750000 Penalty: 5243.118652
	Iteration 36Q: 3 clusters Score -3364220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -3364219.750000 Penalty: 5243.118652
	Iteration 37F: 3 clusters Score -3364220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Entering Unmasked Estep 
Score: -960760.750000 Penalty: 2320.158936
	Iteration 0F: 2 clusters Score -960760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -952049.062500 Penalty: 4640.317871
	Iteration 0F: 3 clusters Score -952049.1 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -954705.250000 Penalty: 4640.317871
	Iteration 1F: 3 clusters Score -954705.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -955031.812500 Penalty: 4640.317871
	Iteration 2F: 3 clusters Score -955031.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -955280.687500 Penalty: 4640.317871
	Iteration 3F: 3 clusters Score -955280.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -955478.375000 Penalty: 4640.317871
	Iteration 4Q: 3 clusters Score -955478.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -955677.625000 Penalty: 4640.317871
	Iteration 5Q: 3 clusters Score -955677.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -955874.687500 Penalty: 4640.317871
	Iteration 6Q: 3 clusters Score -955874.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -956080.187500 Penalty: 4640.317871
	Iteration 7Q: 3 clusters Score -956080.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -956284.187500 Penalty: 4640.317871
	Iteration 8Q: 3 clusters Score -956284.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -956514.562500 Penalty: 4640.317871
	Iteration 9Q: 3 clusters Score -956514.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -956782.125000 Penalty: 4640.317871
	Iteration 10Q: 3 clusters Score -956782.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -957077.187500 Penalty: 4640.317871
	Iteration 11Q: 3 clusters Score -957077.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -957371.062500 Penalty: 4640.317871
	Iteration 12Q: 3 clusters Score -957371.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -957632.812500 Penalty: 4640.317871
	Iteration 13Q: 3 clusters Score -957632.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -957873.125000 Penalty: 4640.317871
	Iteration 14Q: 3 clusters Score -957873.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -958043.687500 Penalty: 4640.317871
	Iteration 15Q: 3 clusters Score -958043.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -958198.687500 Penalty: 4640.317871
	Iteration 16Q: 3 clusters Score -958198.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -958333.875000 Penalty: 4640.317871
	Iteration 17Q: 3 clusters Score -958333.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -958413.875000 Penalty: 4640.317871
	Iteration 18Q: 3 clusters Score -958413.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -958485.312500 Penalty: 4640.317871
	Iteration 19Q: 3 clusters Score -958485.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -958536.937500 Penalty: 4640.317871
	Iteration 20F: 3 clusters Score -958536.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -958571.437500 Penalty: 4640.317871
	Iteration 21Q: 3 clusters Score -958571.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -958598.000000 Penalty: 4640.317871
	Iteration 22Q: 3 clusters Score -958598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -958627.375000 Penalty: 4640.317871
	Iteration 23Q: 3 clusters Score -958627.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -958654.125000 Penalty: 4640.317871
	Iteration 24Q: 3 clusters Score -958654.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -958671.562500 Penalty: 4640.317871
	Iteration 25Q: 3 clusters Score -958671.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -958683.187500 Penalty: 4640.317871
	Iteration 26Q: 3 clusters Score -958683.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -958691.000000 Penalty: 4640.317871
	Iteration 27Q: 3 clusters Score -958691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -958700.625000 Penalty: 4640.317871
	Iteration 28Q: 3 clusters Score -958700.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -958709.750000 Penalty: 4640.317871
	Iteration 29Q: 3 clusters Score -958709.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -958718.437500 Penalty: 4640.317871
	Iteration 30Q: 3 clusters Score -958718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -958723.687500 Penalty: 4640.317871
	Iteration 31Q: 3 clusters Score -958723.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -958730.750000 Penalty: 4640.317871
	Iteration 32Q: 3 clusters Score -958730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -958734.000000 Penalty: 4640.317871
	Iteration 33Q: 3 clusters Score -958734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -958738.375000 Penalty: 4640.317871
	Iteration 34Q: 3 clusters Score -958738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -958740.687500 Penalty: 4640.317871
	Iteration 35Q: 3 clusters Score -958740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -958745.375000 Penalty: 4640.317871
	Iteration 36Q: 3 clusters Score -958745.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -958750.937500 Penalty: 4640.317871
	Iteration 37Q: 3 clusters Score -958750.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -958754.312500 Penalty: 4640.317871
	Iteration 38Q: 3 clusters Score -958754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -958758.750000 Penalty: 4640.317871
	Iteration 39Q: 3 clusters Score -958758.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -958764.000000 Penalty: 4640.317871
	Iteration 40F: 3 clusters Score -958764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -958770.375000 Penalty: 4640.317871
	Iteration 41Q: 3 clusters Score -958770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -958771.250000 Penalty: 4640.317871
	Iteration 42Q: 3 clusters Score -958771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -958772.187500 Penalty: 4640.317871
	Iteration 43Q: 3 clusters Score -958772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -958772.187500 Penalty: 4640.317871
	Iteration 44F: 3 clusters Score -958772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -287395.812500 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -287395.8 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 1840 members 
Entering Unmasked Estep 
Score: -283771.281250 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -283771.3 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -284562.281250 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -284562.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -284766.750000 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -284766.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -284885.000000 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -284885 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -284966.156250 Penalty: 4060.762451
	Iteration 4Q: 3 clusters Score -284966.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -285015.312500 Penalty: 4060.762451
	Iteration 5Q: 3 clusters Score -285015.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -285062.031250 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -285062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -285099.875000 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -285099.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -285132.156250 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -285132.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -285168.593750 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -285168.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -285208.156250 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -285208.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -285241.468750 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -285241.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -285269.125000 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -285269.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -285298.375000 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -285298.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -285321.000000 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -285321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -285342.093750 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -285342.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -285359.656250 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -285359.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -285372.906250 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -285372.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -285387.531250 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -285387.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -285402.250000 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -285402.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -285419.437500 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -285419.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -285433.718750 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -285433.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -285445.968750 Penalty: 4060.762451
	Iteration 22Q: 3 clusters Score -285446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -285458.312500 Penalty: 4060.762451
	Iteration 23Q: 3 clusters Score -285458.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -285467.406250 Penalty: 4060.762451
	Iteration 24Q: 3 clusters Score -285467.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -285477.000000 Penalty: 4060.762451
	Iteration 25Q: 3 clusters Score -285477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -285486.500000 Penalty: 4060.762451
	Iteration 26Q: 3 clusters Score -285486.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -285492.718750 Penalty: 4060.762451
	Iteration 27Q: 3 clusters Score -285492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -285496.187500 Penalty: 4060.762451
	Iteration 28Q: 3 clusters Score -285496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -285498.906250 Penalty: 4060.762451
	Iteration 29Q: 3 clusters Score -285498.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -285504.156250 Penalty: 4060.762451
	Iteration 30Q: 3 clusters Score -285504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -285509.250000 Penalty: 4060.762451
	Iteration 31Q: 3 clusters Score -285509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -285518.718750 Penalty: 4060.762451
	Iteration 32Q: 3 clusters Score -285518.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -285526.625000 Penalty: 4060.762451
	Iteration 33Q: 3 clusters Score -285526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -285532.250000 Penalty: 4060.762451
	Iteration 34Q: 3 clusters Score -285532.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -285535.812500 Penalty: 4060.762451
	Iteration 35Q: 3 clusters Score -285535.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -285540.437500 Penalty: 4060.762451
	Iteration 36Q: 3 clusters Score -285540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -285541.906250 Penalty: 4060.762451
	Iteration 37Q: 3 clusters Score -285541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -285543.250000 Penalty: 4060.762451
	Iteration 38Q: 3 clusters Score -285543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -285544.968750 Penalty: 4060.762451
	Iteration 39Q: 3 clusters Score -285545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -285547.375000 Penalty: 4060.762451
	Iteration 40F: 3 clusters Score -285547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -285549.281250 Penalty: 4060.762451
	Iteration 41Q: 3 clusters Score -285549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -285552.125000 Penalty: 4060.762451
	Iteration 42Q: 3 clusters Score -285552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -285553.875000 Penalty: 4060.762451
	Iteration 43Q: 3 clusters Score -285553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -285554.343750 Penalty: 4060.762451
	Iteration 44Q: 3 clusters Score -285554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -285554.343750 Penalty: 4060.762451
	Iteration 45F: 3 clusters Score -285554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Entering Unmasked Estep 
Score: -2050688.000000 Penalty: 2500.556396
	Iteration 0F: 2 clusters Score -2050688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2033985.875000 Penalty: 5001.112793
	Iteration 0F: 3 clusters Score -2033986 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2039773.250000 Penalty: 5001.112793
	Iteration 1F: 3 clusters Score -2039773 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2040286.625000 Penalty: 5001.112793
	Iteration 2F: 3 clusters Score -2040287 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2040776.500000 Penalty: 5001.112793
	Iteration 3Q: 3 clusters Score -2040776 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2041310.750000 Penalty: 5001.112793
	Iteration 4Q: 3 clusters Score -2041311 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2041986.500000 Penalty: 5001.112793
	Iteration 5F: 3 clusters Score -2041986 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2042884.125000 Penalty: 5001.112793
	Iteration 6F: 3 clusters Score -2042884 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2043918.375000 Penalty: 5001.112793
	Iteration 7F: 3 clusters Score -2043918 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2045094.250000 Penalty: 5001.112793
	Iteration 8F: 3 clusters Score -2045094 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2046272.000000 Penalty: 5001.112793
	Iteration 9F: 3 clusters Score -2046272 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2047174.500000 Penalty: 5001.112793
	Iteration 10Q: 3 clusters Score -2047174 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2047776.875000 Penalty: 5001.112793
	Iteration 11Q: 3 clusters Score -2047777 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2048113.875000 Penalty: 5001.112793
	Iteration 12Q: 3 clusters Score -2048114 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2048307.125000 Penalty: 5001.112793
	Iteration 13Q: 3 clusters Score -2048307 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2048420.250000 Penalty: 5001.112793
	Iteration 14Q: 3 clusters Score -2048420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2048479.250000 Penalty: 5001.112793
	Iteration 15Q: 3 clusters Score -2048479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2048508.250000 Penalty: 5001.112793
	Iteration 16Q: 3 clusters Score -2048508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2048529.250000 Penalty: 5001.112793
	Iteration 17Q: 3 clusters Score -2048529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2048541.125000 Penalty: 5001.112793
	Iteration 18Q: 3 clusters Score -2048541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2048550.750000 Penalty: 5001.112793
	Iteration 19Q: 3 clusters Score -2048551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2048559.125000 Penalty: 5001.112793
	Iteration 20F: 3 clusters Score -2048559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2048570.375000 Penalty: 5001.112793
	Iteration 21Q: 3 clusters Score -2048570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2048581.125000 Penalty: 5001.112793
	Iteration 22Q: 3 clusters Score -2048581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2048585.625000 Penalty: 5001.112793
	Iteration 23Q: 3 clusters Score -2048586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2048595.875000 Penalty: 5001.112793
	Iteration 24Q: 3 clusters Score -2048596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2048596.625000 Penalty: 5001.112793
	Iteration 25Q: 3 clusters Score -2048597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2048606.750000 Penalty: 5001.112793
	Iteration 26Q: 3 clusters Score -2048607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2048610.500000 Penalty: 5001.112793
	Iteration 27Q: 3 clusters Score -2048610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2048618.500000 Penalty: 5001.112793
	Iteration 28Q: 3 clusters Score -2048618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2048620.375000 Penalty: 5001.112793
	Iteration 29Q: 3 clusters Score -2048620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2048623.000000 Penalty: 5001.112793
	Iteration 30Q: 3 clusters Score -2048623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2048623.000000 Penalty: 5001.112793
	Iteration 31F: 3 clusters Score -2048623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -759724.875000 Penalty: 2250.906982
	Iteration 0F: 2 clusters Score -759724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -752841.437500 Penalty: 4501.813965
	Iteration 0F: 3 clusters Score -752841.4 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -754796.000000 Penalty: 4501.813965
	Iteration 1F: 3 clusters Score -754796 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -755052.937500 Penalty: 4501.813965
	Iteration 2F: 3 clusters Score -755052.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -755208.750000 Penalty: 4501.813965
	Iteration 3Q: 3 clusters Score -755208.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -755330.062500 Penalty: 4501.813965
	Iteration 4Q: 3 clusters Score -755330.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -755417.687500 Penalty: 4501.813965
	Iteration 5Q: 3 clusters Score -755417.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -755502.937500 Penalty: 4501.813965
	Iteration 6Q: 3 clusters Score -755502.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -755587.875000 Penalty: 4501.813965
	Iteration 7Q: 3 clusters Score -755587.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -755668.687500 Penalty: 4501.813965
	Iteration 8Q: 3 clusters Score -755668.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -755739.687500 Penalty: 4501.813965
	Iteration 9Q: 3 clusters Score -755739.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -755808.562500 Penalty: 4501.813965
	Iteration 10Q: 3 clusters Score -755808.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -755873.062500 Penalty: 4501.813965
	Iteration 11Q: 3 clusters Score -755873.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -755930.812500 Penalty: 4501.813965
	Iteration 12Q: 3 clusters Score -755930.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -755994.375000 Penalty: 4501.813965
	Iteration 13Q: 3 clusters Score -755994.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -756052.250000 Penalty: 4501.813965
	Iteration 14Q: 3 clusters Score -756052.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -756110.750000 Penalty: 4501.813965
	Iteration 15Q: 3 clusters Score -756110.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -756163.750000 Penalty: 4501.813965
	Iteration 16Q: 3 clusters Score -756163.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -756214.687500 Penalty: 4501.813965
	Iteration 17Q: 3 clusters Score -756214.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -756271.812500 Penalty: 4501.813965
	Iteration 18Q: 3 clusters Score -756271.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -756329.687500 Penalty: 4501.813965
	Iteration 19Q: 3 clusters Score -756329.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -756386.500000 Penalty: 4501.813965
	Iteration 20F: 3 clusters Score -756386.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -756458.062500 Penalty: 4501.813965
	Iteration 21Q: 3 clusters Score -756458.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -756552.000000 Penalty: 4501.813965
	Iteration 22Q: 3 clusters Score -756552 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -756660.812500 Penalty: 4501.813965
	Iteration 23Q: 3 clusters Score -756660.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -756805.750000 Penalty: 4501.813965
	Iteration 24Q: 3 clusters Score -756805.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -756973.062500 Penalty: 4501.813965
	Iteration 25Q: 3 clusters Score -756973.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -757109.062500 Penalty: 4501.813965
	Iteration 26Q: 3 clusters Score -757109.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -757224.625000 Penalty: 4501.813965
	Iteration 27Q: 3 clusters Score -757224.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -757307.875000 Penalty: 4501.813965
	Iteration 28Q: 3 clusters Score -757307.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -757376.562500 Penalty: 4501.813965
	Iteration 29Q: 3 clusters Score -757376.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -757419.875000 Penalty: 4501.813965
	Iteration 30Q: 3 clusters Score -757419.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -757458.187500 Penalty: 4501.813965
	Iteration 31Q: 3 clusters Score -757458.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -757494.875000 Penalty: 4501.813965
	Iteration 32Q: 3 clusters Score -757494.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -757522.875000 Penalty: 4501.813965
	Iteration 33Q: 3 clusters Score -757522.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -757542.250000 Penalty: 4501.813965
	Iteration 34Q: 3 clusters Score -757542.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -757562.062500 Penalty: 4501.813965
	Iteration 35Q: 3 clusters Score -757562.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -757574.875000 Penalty: 4501.813965
	Iteration 36Q: 3 clusters Score -757574.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -757583.062500 Penalty: 4501.813965
	Iteration 37Q: 3 clusters Score -757583.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -757592.500000 Penalty: 4501.813965
	Iteration 38Q: 3 clusters Score -757592.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -757598.125000 Penalty: 4501.813965
	Iteration 39Q: 3 clusters Score -757598.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -757603.500000 Penalty: 4501.813965
	Iteration 40F: 3 clusters Score -757603.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -757607.000000 Penalty: 4501.813965
	Iteration 41Q: 3 clusters Score -757607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -757612.375000 Penalty: 4501.813965
	Iteration 42Q: 3 clusters Score -757612.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -757616.375000 Penalty: 4501.813965
	Iteration 43Q: 3 clusters Score -757616.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -757619.750000 Penalty: 4501.813965
	Iteration 44Q: 3 clusters Score -757619.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -757625.312500 Penalty: 4501.813965
	Iteration 45Q: 3 clusters Score -757625.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -757631.000000 Penalty: 4501.813965
	Iteration 46Q: 3 clusters Score -757631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -757635.875000 Penalty: 4501.813965
	Iteration 47Q: 3 clusters Score -757635.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -757636.875000 Penalty: 4501.813965
	Iteration 48Q: 3 clusters Score -757636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -757640.000000 Penalty: 4501.813965
	Iteration 49Q: 3 clusters Score -757640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -757643.187500 Penalty: 4501.813965
	Iteration 50Q: 3 clusters Score -757643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -757645.750000 Penalty: 4501.813965
	Iteration 51Q: 3 clusters Score -757645.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -757648.812500 Penalty: 4501.813965
	Iteration 52Q: 3 clusters Score -757648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -757651.375000 Penalty: 4501.813965
	Iteration 53Q: 3 clusters Score -757651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -757652.875000 Penalty: 4501.813965
	Iteration 54Q: 3 clusters Score -757652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -757655.437500 Penalty: 4501.813965
	Iteration 55Q: 3 clusters Score -757655.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -757659.500000 Penalty: 4501.813965
	Iteration 56Q: 3 clusters Score -757659.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -757660.937500 Penalty: 4501.813965
	Iteration 57Q: 3 clusters Score -757660.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -757663.000000 Penalty: 4501.813965
	Iteration 58Q: 3 clusters Score -757663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -757668.000000 Penalty: 4501.813965
	Iteration 59Q: 3 clusters Score -757668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -757672.812500 Penalty: 4501.813965
	Iteration 60F: 3 clusters Score -757672.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -757673.437500 Penalty: 4501.813965
	Iteration 61Q: 3 clusters Score -757673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -757674.812500 Penalty: 4501.813965
	Iteration 62Q: 3 clusters Score -757674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -757677.187500 Penalty: 4501.813965
	Iteration 63Q: 3 clusters Score -757677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -757677.687500 Penalty: 4501.813965
	Iteration 64Q: 3 clusters Score -757677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -757679.812500 Penalty: 4501.813965
	Iteration 65Q: 3 clusters Score -757679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -757679.937500 Penalty: 4501.813965
	Iteration 66Q: 3 clusters Score -757679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -757684.250000 Penalty: 4501.813965
	Iteration 67Q: 3 clusters Score -757684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -757687.187500 Penalty: 4501.813965
	Iteration 68Q: 3 clusters Score -757687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -757689.437500 Penalty: 4501.813965
	Iteration 69Q: 3 clusters Score -757689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -757691.187500 Penalty: 4501.813965
	Iteration 70Q: 3 clusters Score -757691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -757690.875000 Penalty: 4501.813965
	Iteration 71Q: 3 clusters Score -757690.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -757693.875000 Penalty: 4501.813965
	Iteration 72Q: 3 clusters Score -757693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -757695.125000 Penalty: 4501.813965
	Iteration 73Q: 3 clusters Score -757695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -757694.875000 Penalty: 4501.813965
	Iteration 74Q: 3 clusters Score -757694.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -757694.875000 Penalty: 4501.813965
	Iteration 75F: 3 clusters Score -757694.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Entering Unmasked Estep 
Score: -2172126.500000 Penalty: 2514.107666
	Iteration 0F: 2 clusters Score -2172126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2154673.250000 Penalty: 5028.215332
	Iteration 0F: 3 clusters Score -2154673 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2160727.000000 Penalty: 5028.215332
	Iteration 1F: 3 clusters Score -2160727 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2161223.500000 Penalty: 5028.215332
	Iteration 2F: 3 clusters Score -2161224 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2161695.250000 Penalty: 5028.215332
	Iteration 3Q: 3 clusters Score -2161695 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2162208.750000 Penalty: 5028.215332
	Iteration 4Q: 3 clusters Score -2162209 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2162866.500000 Penalty: 5028.215332
	Iteration 5Q: 3 clusters Score -2162866 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2163782.500000 Penalty: 5028.215332
	Iteration 6F: 3 clusters Score -2163782 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2164963.250000 Penalty: 5028.215332
	Iteration 7F: 3 clusters Score -2164963 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2166362.750000 Penalty: 5028.215332
	Iteration 8F: 3 clusters Score -2166363 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2167685.500000 Penalty: 5028.215332
	Iteration 9F: 3 clusters Score -2167686 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2168667.500000 Penalty: 5028.215332
	Iteration 10Q: 3 clusters Score -2168668 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2169259.750000 Penalty: 5028.215332
	Iteration 11Q: 3 clusters Score -2169260 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2169536.500000 Penalty: 5028.215332
	Iteration 12Q: 3 clusters Score -2169536 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2169686.000000 Penalty: 5028.215332
	Iteration 13Q: 3 clusters Score -2169686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2169768.500000 Penalty: 5028.215332
	Iteration 14Q: 3 clusters Score -2169768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2169804.750000 Penalty: 5028.215332
	Iteration 15Q: 3 clusters Score -2169805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2169833.250000 Penalty: 5028.215332
	Iteration 16Q: 3 clusters Score -2169833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2169851.250000 Penalty: 5028.215332
	Iteration 17Q: 3 clusters Score -2169851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2169860.250000 Penalty: 5028.215332
	Iteration 18Q: 3 clusters Score -2169860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2169874.750000 Penalty: 5028.215332
	Iteration 19Q: 3 clusters Score -2169875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2169883.000000 Penalty: 5028.215332
	Iteration 20F: 3 clusters Score -2169883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2169890.750000 Penalty: 5028.215332
	Iteration 21Q: 3 clusters Score -2169891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2169895.500000 Penalty: 5028.215332
	Iteration 22Q: 3 clusters Score -2169896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2169898.000000 Penalty: 5028.215332
	Iteration 23Q: 3 clusters Score -2169898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2169901.500000 Penalty: 5028.215332
	Iteration 24Q: 3 clusters Score -2169902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2169901.750000 Penalty: 5028.215332
	Iteration 25Q: 3 clusters Score -2169902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2169905.500000 Penalty: 5028.215332
	Iteration 26Q: 3 clusters Score -2169906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2169906.500000 Penalty: 5028.215332
	Iteration 27Q: 3 clusters Score -2169906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2169906.500000 Penalty: 5028.215332
	Iteration 28F: 3 clusters Score -2169906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Entering Unmasked Estep 
Score: -1946753.750000 Penalty: 2485.275146
	Iteration 0F: 2 clusters Score -1946754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1930994.625000 Penalty: 4970.550293
	Iteration 0F: 3 clusters Score -1930995 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1936337.000000 Penalty: 4970.550293
	Iteration 1F: 3 clusters Score -1936337 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1936788.750000 Penalty: 4970.550293
	Iteration 2F: 3 clusters Score -1936789 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1937249.250000 Penalty: 4970.550293
	Iteration 3Q: 3 clusters Score -1937249 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1937796.875000 Penalty: 4970.550293
	Iteration 4F: 3 clusters Score -1937797 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1938409.625000 Penalty: 4970.550293
	Iteration 5F: 3 clusters Score -1938410 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1939056.125000 Penalty: 4970.550293
	Iteration 6F: 3 clusters Score -1939056 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1939678.875000 Penalty: 4970.550293
	Iteration 7F: 3 clusters Score -1939679 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1940280.875000 Penalty: 4970.550293
	Iteration 8F: 3 clusters Score -1940281 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1940761.375000 Penalty: 4970.550293
	Iteration 9Q: 3 clusters Score -1940761 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1941202.750000 Penalty: 4970.550293
	Iteration 10Q: 3 clusters Score -1941203 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1941592.625000 Penalty: 4970.550293
	Iteration 11Q: 3 clusters Score -1941593 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1941995.500000 Penalty: 4970.550293
	Iteration 12Q: 3 clusters Score -1941996 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1942403.375000 Penalty: 4970.550293
	Iteration 13Q: 3 clusters Score -1942403 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -1942780.125000 Penalty: 4970.550293
	Iteration 14Q: 3 clusters Score -1942780 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1943103.125000 Penalty: 4970.550293
	Iteration 15Q: 3 clusters Score -1943103 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -1943360.625000 Penalty: 4970.550293
	Iteration 16Q: 3 clusters Score -1943361 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1943579.125000 Penalty: 4970.550293
	Iteration 17Q: 3 clusters Score -1943579 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1943741.500000 Penalty: 4970.550293
	Iteration 18Q: 3 clusters Score -1943742 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -1943862.750000 Penalty: 4970.550293
	Iteration 19Q: 3 clusters Score -1943863 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -1943955.500000 Penalty: 4970.550293
	Iteration 20F: 3 clusters Score -1943956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -1944039.625000 Penalty: 4970.550293
	Iteration 21Q: 3 clusters Score -1944040 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -1944127.625000 Penalty: 4970.550293
	Iteration 22Q: 3 clusters Score -1944128 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1944195.000000 Penalty: 4970.550293
	Iteration 23Q: 3 clusters Score -1944195 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -1944248.000000 Penalty: 4970.550293
	Iteration 24Q: 3 clusters Score -1944248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -1944292.125000 Penalty: 4970.550293
	Iteration 25Q: 3 clusters Score -1944292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -1944340.000000 Penalty: 4970.550293
	Iteration 26Q: 3 clusters Score -1944340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -1944381.625000 Penalty: 4970.550293
	Iteration 27Q: 3 clusters Score -1944382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -1944417.000000 Penalty: 4970.550293
	Iteration 28Q: 3 clusters Score -1944417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -1944448.000000 Penalty: 4970.550293
	Iteration 29Q: 3 clusters Score -1944448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -1944488.625000 Penalty: 4970.550293
	Iteration 30Q: 3 clusters Score -1944489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -1944528.250000 Penalty: 4970.550293
	Iteration 31Q: 3 clusters Score -1944528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -1944550.500000 Penalty: 4970.550293
	Iteration 32Q: 3 clusters Score -1944550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -1944574.750000 Penalty: 4970.550293
	Iteration 33Q: 3 clusters Score -1944575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -1944591.000000 Penalty: 4970.550293
	Iteration 34Q: 3 clusters Score -1944591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -1944595.250000 Penalty: 4970.550293
	Iteration 35Q: 3 clusters Score -1944595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -1944601.000000 Penalty: 4970.550293
	Iteration 36Q: 3 clusters Score -1944601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -1944611.125000 Penalty: 4970.550293
	Iteration 37Q: 3 clusters Score -1944611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -1944618.625000 Penalty: 4970.550293
	Iteration 38Q: 3 clusters Score -1944619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -1944625.125000 Penalty: 4970.550293
	Iteration 39Q: 3 clusters Score -1944625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1944631.750000 Penalty: 4970.550293
	Iteration 40F: 3 clusters Score -1944632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -1944633.500000 Penalty: 4970.550293
	Iteration 41Q: 3 clusters Score -1944634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -1944638.750000 Penalty: 4970.550293
	Iteration 42Q: 3 clusters Score -1944639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -1944651.500000 Penalty: 4970.550293
	Iteration 43Q: 3 clusters Score -1944652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1944661.875000 Penalty: 4970.550293
	Iteration 44Q: 3 clusters Score -1944662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -1944668.375000 Penalty: 4970.550293
	Iteration 45Q: 3 clusters Score -1944668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1944672.875000 Penalty: 4970.550293
	Iteration 46Q: 3 clusters Score -1944673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -1944678.500000 Penalty: 4970.550293
	Iteration 47Q: 3 clusters Score -1944678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -1944677.125000 Penalty: 4970.550293
	Iteration 48Q: 3 clusters Score -1944677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -1944680.250000 Penalty: 4970.550293
	Iteration 49Q: 3 clusters Score -1944680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -1944679.875000 Penalty: 4970.550293
	Iteration 50Q: 3 clusters Score -1944680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -1944680.125000 Penalty: 4970.550293
	Iteration 51Q: 3 clusters Score -1944680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -1944680.125000 Penalty: 4970.550293
	Iteration 52F: 3 clusters Score -1944680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Entering Unmasked Estep 
Score: -1396559.000000 Penalty: 2404.157959
	Iteration 0F: 2 clusters Score -1396559 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 8126 members 
Entering Unmasked Estep 
Score: -1384894.000000 Penalty: 4808.315918
	Iteration 0F: 3 clusters Score -1384894 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1388631.375000 Penalty: 4808.315918
	Iteration 1F: 3 clusters Score -1388631 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1389036.125000 Penalty: 4808.315918
	Iteration 2F: 3 clusters Score -1389036 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1389392.875000 Penalty: 4808.315918
	Iteration 3F: 3 clusters Score -1389393 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1389712.750000 Penalty: 4808.315918
	Iteration 4Q: 3 clusters Score -1389713 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1390056.875000 Penalty: 4808.315918
	Iteration 5Q: 3 clusters Score -1390057 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1390395.500000 Penalty: 4808.315918
	Iteration 6Q: 3 clusters Score -1390396 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1390750.875000 Penalty: 4808.315918
	Iteration 7Q: 3 clusters Score -1390751 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1391146.125000 Penalty: 4808.315918
	Iteration 8Q: 3 clusters Score -1391146 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1391564.375000 Penalty: 4808.315918
	Iteration 9Q: 3 clusters Score -1391564 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1392029.750000 Penalty: 4808.315918
	Iteration 10Q: 3 clusters Score -1392030 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1392501.250000 Penalty: 4808.315918
	Iteration 11Q: 3 clusters Score -1392501 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1392934.875000 Penalty: 4808.315918
	Iteration 12Q: 3 clusters Score -1392935 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1393306.625000 Penalty: 4808.315918
	Iteration 13Q: 3 clusters Score -1393307 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1393642.250000 Penalty: 4808.315918
	Iteration 14Q: 3 clusters Score -1393642 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1393939.375000 Penalty: 4808.315918
	Iteration 15Q: 3 clusters Score -1393939 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1394137.250000 Penalty: 4808.315918
	Iteration 16Q: 3 clusters Score -1394137 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1394288.125000 Penalty: 4808.315918
	Iteration 17Q: 3 clusters Score -1394288 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1394384.000000 Penalty: 4808.315918
	Iteration 18Q: 3 clusters Score -1394384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1394437.625000 Penalty: 4808.315918
	Iteration 19Q: 3 clusters Score -1394438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1394479.000000 Penalty: 4808.315918
	Iteration 20F: 3 clusters Score -1394479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1394509.625000 Penalty: 4808.315918
	Iteration 21Q: 3 clusters Score -1394510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1394532.875000 Penalty: 4808.315918
	Iteration 22Q: 3 clusters Score -1394533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1394554.875000 Penalty: 4808.315918
	Iteration 23Q: 3 clusters Score -1394555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1394575.875000 Penalty: 4808.315918
	Iteration 24Q: 3 clusters Score -1394576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1394585.750000 Penalty: 4808.315918
	Iteration 25Q: 3 clusters Score -1394586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1394596.125000 Penalty: 4808.315918
	Iteration 26Q: 3 clusters Score -1394596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1394598.875000 Penalty: 4808.315918
	Iteration 27Q: 3 clusters Score -1394599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1394600.625000 Penalty: 4808.315918
	Iteration 28Q: 3 clusters Score -1394601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1394604.375000 Penalty: 4808.315918
	Iteration 29Q: 3 clusters Score -1394604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1394609.500000 Penalty: 4808.315918
	Iteration 30Q: 3 clusters Score -1394610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1394610.125000 Penalty: 4808.315918
	Iteration 31Q: 3 clusters Score -1394610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1394610.125000 Penalty: 4808.315918
	Iteration 32F: 3 clusters Score -1394610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Entering Unmasked Estep 
Score: -318938.187500 Penalty: 2070.906494
	Iteration 0F: 2 clusters Score -318938.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -314960.156250 Penalty: 4141.812988
	Iteration 0F: 3 clusters Score -314960.2 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -315889.218750 Penalty: 4141.812988
	Iteration 1F: 3 clusters Score -315889.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -316076.468750 Penalty: 4141.812988
	Iteration 2F: 3 clusters Score -316076.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -316205.156250 Penalty: 4141.812988
	Iteration 3Q: 3 clusters Score -316205.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -316312.687500 Penalty: 4141.812988
	Iteration 4Q: 3 clusters Score -316312.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -316388.937500 Penalty: 4141.812988
	Iteration 5Q: 3 clusters Score -316388.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -316452.593750 Penalty: 4141.812988
	Iteration 6Q: 3 clusters Score -316452.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -316505.750000 Penalty: 4141.812988
	Iteration 7Q: 3 clusters Score -316505.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -316551.406250 Penalty: 4141.812988
	Iteration 8Q: 3 clusters Score -316551.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -316584.093750 Penalty: 4141.812988
	Iteration 9Q: 3 clusters Score -316584.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -316622.000000 Penalty: 4141.812988
	Iteration 10Q: 3 clusters Score -316622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -316649.093750 Penalty: 4141.812988
	Iteration 11Q: 3 clusters Score -316649.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -316671.031250 Penalty: 4141.812988
	Iteration 12Q: 3 clusters Score -316671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -316697.250000 Penalty: 4141.812988
	Iteration 13Q: 3 clusters Score -316697.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -316721.187500 Penalty: 4141.812988
	Iteration 14Q: 3 clusters Score -316721.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -316740.375000 Penalty: 4141.812988
	Iteration 15Q: 3 clusters Score -316740.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -316752.531250 Penalty: 4141.812988
	Iteration 16Q: 3 clusters Score -316752.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -316761.906250 Penalty: 4141.812988
	Iteration 17Q: 3 clusters Score -316761.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -316767.937500 Penalty: 4141.812988
	Iteration 18Q: 3 clusters Score -316767.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -316775.375000 Penalty: 4141.812988
	Iteration 19Q: 3 clusters Score -316775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -316780.375000 Penalty: 4141.812988
	Iteration 20F: 3 clusters Score -316780.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -316785.875000 Penalty: 4141.812988
	Iteration 21Q: 3 clusters Score -316785.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -316789.406250 Penalty: 4141.812988
	Iteration 22Q: 3 clusters Score -316789.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -316792.781250 Penalty: 4141.812988
	Iteration 23Q: 3 clusters Score -316792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -316796.968750 Penalty: 4141.812988
	Iteration 24Q: 3 clusters Score -316797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -316799.250000 Penalty: 4141.812988
	Iteration 25Q: 3 clusters Score -316799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -316802.218750 Penalty: 4141.812988
	Iteration 26Q: 3 clusters Score -316802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -316806.843750 Penalty: 4141.812988
	Iteration 27Q: 3 clusters Score -316806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -316810.000000 Penalty: 4141.812988
	Iteration 28Q: 3 clusters Score -316810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -316812.281250 Penalty: 4141.812988
	Iteration 29Q: 3 clusters Score -316812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -316814.125000 Penalty: 4141.812988
	Iteration 30Q: 3 clusters Score -316814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -316815.906250 Penalty: 4141.812988
	Iteration 31Q: 3 clusters Score -316815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -316816.531250 Penalty: 4141.812988
	Iteration 32Q: 3 clusters Score -316816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -316818.937500 Penalty: 4141.812988
	Iteration 33Q: 3 clusters Score -316818.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -316821.531250 Penalty: 4141.812988
	Iteration 34Q: 3 clusters Score -316821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -316822.281250 Penalty: 4141.812988
	Iteration 35Q: 3 clusters Score -316822.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -316822.937500 Penalty: 4141.812988
	Iteration 36Q: 3 clusters Score -316822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -316822.750000 Penalty: 4141.812988
	Iteration 37Q: 3 clusters Score -316822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -316822.750000 Penalty: 4141.812988
	Iteration 38F: 3 clusters Score -316822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (103694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Entering Unmasked Estep 
Score: -8845813.000000 Penalty: 2864.201416
	Iteration 0F: 2 clusters Score -8845813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -8776827.000000 Penalty: 5728.402832
	Iteration 0F: 3 clusters Score -8776827 nChanged 48913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -8804670.000000 Penalty: 5728.402832
	Iteration 1F: 3 clusters Score -8804670 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -8805569.000000 Penalty: 5728.402832
	Iteration 2Q: 3 clusters Score -8805569 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -8806652.000000 Penalty: 5728.402832
	Iteration 3Q: 3 clusters Score -8806652 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -8807913.000000 Penalty: 5728.402832
	Iteration 4Q: 3 clusters Score -8807913 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8809471.000000 Penalty: 5728.402832
	Iteration 5Q: 3 clusters Score -8809471 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -8811806.000000 Penalty: 5728.402832
	Iteration 6F: 3 clusters Score -8811806 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -8814864.000000 Penalty: 5728.402832
	Iteration 7F: 3 clusters Score -8814864 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -8819271.000000 Penalty: 5728.402832
	Iteration 8F: 3 clusters Score -8819271 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8824735.000000 Penalty: 5728.402832
	Iteration 9F: 3 clusters Score -8824735 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -8830832.000000 Penalty: 5728.402832
	Iteration 10F: 3 clusters Score -8830832 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -8835949.000000 Penalty: 5728.402832
	Iteration 11F: 3 clusters Score -8835949 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -8839393.000000 Penalty: 5728.402832
	Iteration 12Q: 3 clusters Score -8839393 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -8841375.000000 Penalty: 5728.402832
	Iteration 13Q: 3 clusters Score -8841375 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8842382.000000 Penalty: 5728.402832
	Iteration 14Q: 3 clusters Score -8842382 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102586 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8842871.000000 Penalty: 5728.402832
	Iteration 15Q: 3 clusters Score -8842871 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8843088.000000 Penalty: 5728.402832
	Iteration 16Q: 3 clusters Score -8843088 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8843230.000000 Penalty: 5728.402832
	Iteration 17Q: 3 clusters Score -8843230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103099 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8843283.000000 Penalty: 5728.402832
	Iteration 18Q: 3 clusters Score -8843283 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8843334.000000 Penalty: 5728.402832
	Iteration 19Q: 3 clusters Score -8843334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8843345.000000 Penalty: 5728.402832
	Iteration 20F: 3 clusters Score -8843345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103189 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8843360.000000 Penalty: 5728.402832
	Iteration 21Q: 3 clusters Score -8843360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8843370.000000 Penalty: 5728.402832
	Iteration 22Q: 3 clusters Score -8843370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8843377.000000 Penalty: 5728.402832
	Iteration 23Q: 3 clusters Score -8843377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8843391.000000 Penalty: 5728.402832
	Iteration 24Q: 3 clusters Score -8843391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8843405.000000 Penalty: 5728.402832
	Iteration 25Q: 3 clusters Score -8843405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103223 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8843418.000000 Penalty: 5728.402832
	Iteration 26Q: 3 clusters Score -8843418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8843423.000000 Penalty: 5728.402832
	Iteration 27Q: 3 clusters Score -8843423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8843423.000000 Penalty: 5728.402832
	Iteration 28Q: 3 clusters Score -8843423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8843431.000000 Penalty: 5728.402832
	Iteration 29Q: 3 clusters Score -8843431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103244 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8843445.000000 Penalty: 5728.402832
	Iteration 30Q: 3 clusters Score -8843445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103248 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8843447.000000 Penalty: 5728.402832
	Iteration 31Q: 3 clusters Score -8843447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8843457.000000 Penalty: 5728.402832
	Iteration 32Q: 3 clusters Score -8843457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103254 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8843459.000000 Penalty: 5728.402832
	Iteration 33Q: 3 clusters Score -8843459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8843462.000000 Penalty: 5728.402832
	Iteration 34Q: 3 clusters Score -8843462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8843469.000000 Penalty: 5728.402832
	Iteration 35Q: 3 clusters Score -8843469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8843469.000000 Penalty: 5728.402832
	Iteration 36F: 3 clusters Score -8843469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Entering Unmasked Estep 
Score: -1074273.875000 Penalty: 2339.900391
	Iteration 0F: 2 clusters Score -1074274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1064959.250000 Penalty: 4679.800781
	Iteration 0F: 3 clusters Score -1064959 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1067744.125000 Penalty: 4679.800781
	Iteration 1F: 3 clusters Score -1067744 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1068190.000000 Penalty: 4679.800781
	Iteration 2F: 3 clusters Score -1068190 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1068582.250000 Penalty: 4679.800781
	Iteration 3F: 3 clusters Score -1068582 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1068968.500000 Penalty: 4679.800781
	Iteration 4F: 3 clusters Score -1068968 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1069408.250000 Penalty: 4679.800781
	Iteration 5F: 3 clusters Score -1069408 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1069941.750000 Penalty: 4679.800781
	Iteration 6F: 3 clusters Score -1069942 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1070574.125000 Penalty: 4679.800781
	Iteration 7F: 3 clusters Score -1070574 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1071085.625000 Penalty: 4679.800781
	Iteration 8F: 3 clusters Score -1071086 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1071543.750000 Penalty: 4679.800781
	Iteration 9Q: 3 clusters Score -1071544 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1071961.750000 Penalty: 4679.800781
	Iteration 10Q: 3 clusters Score -1071962 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1072209.375000 Penalty: 4679.800781
	Iteration 11Q: 3 clusters Score -1072209 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1072358.625000 Penalty: 4679.800781
	Iteration 12Q: 3 clusters Score -1072359 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1072430.750000 Penalty: 4679.800781
	Iteration 13Q: 3 clusters Score -1072431 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1072476.375000 Penalty: 4679.800781
	Iteration 14Q: 3 clusters Score -1072476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1072505.500000 Penalty: 4679.800781
	Iteration 15Q: 3 clusters Score -1072506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1072515.875000 Penalty: 4679.800781
	Iteration 16Q: 3 clusters Score -1072516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1072529.250000 Penalty: 4679.800781
	Iteration 17Q: 3 clusters Score -1072529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1072542.375000 Penalty: 4679.800781
	Iteration 18Q: 3 clusters Score -1072542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1072544.250000 Penalty: 4679.800781
	Iteration 19Q: 3 clusters Score -1072544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1072544.125000 Penalty: 4679.800781
	Iteration 20F: 3 clusters Score -1072544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1072548.375000 Penalty: 4679.800781
	Iteration 21Q: 3 clusters Score -1072548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1072552.250000 Penalty: 4679.800781
	Iteration 22Q: 3 clusters Score -1072552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1072553.500000 Penalty: 4679.800781
	Iteration 23Q: 3 clusters Score -1072554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1072555.750000 Penalty: 4679.800781
	Iteration 24Q: 3 clusters Score -1072556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1072559.375000 Penalty: 4679.800781
	Iteration 25Q: 3 clusters Score -1072559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1072561.250000 Penalty: 4679.800781
	Iteration 26Q: 3 clusters Score -1072561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1072566.125000 Penalty: 4679.800781
	Iteration 27Q: 3 clusters Score -1072566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1072565.500000 Penalty: 4679.800781
	Iteration 28Q: 3 clusters Score -1072566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1072564.500000 Penalty: 4679.800781
	Iteration 29Q: 3 clusters Score -1072564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1072567.750000 Penalty: 4679.800781
	Iteration 30Q: 3 clusters Score -1072568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1072569.875000 Penalty: 4679.800781
	Iteration 31Q: 3 clusters Score -1072570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1072571.000000 Penalty: 4679.800781
	Iteration 32Q: 3 clusters Score -1072571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1072571.125000 Penalty: 4679.800781
	Iteration 33Q: 3 clusters Score -1072571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1072572.500000 Penalty: 4679.800781
	Iteration 34Q: 3 clusters Score -1072572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1072571.375000 Penalty: 4679.800781
	Iteration 35Q: 3 clusters Score -1072571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1072570.625000 Penalty: 4679.800781
	Iteration 36Q: 3 clusters Score -1072571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1072571.000000 Penalty: 4679.800781
	Iteration 37Q: 3 clusters Score -1072571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1072571.000000 Penalty: 4679.800781
	Iteration 38F: 3 clusters Score -1072571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Entering Unmasked Estep 
Score: -1058556.375000 Penalty: 2333.275879
	Iteration 0F: 2 clusters Score -1058556 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 6098 members 
Entering Unmasked Estep 
Score: -1049514.875000 Penalty: 4666.551758
	Iteration 0F: 3 clusters Score -1049515 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1052352.875000 Penalty: 4666.551758
	Iteration 1F: 3 clusters Score -1052353 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1052814.125000 Penalty: 4666.551758
	Iteration 2F: 3 clusters Score -1052814 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1053162.375000 Penalty: 4666.551758
	Iteration 3F: 3 clusters Score -1053162 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1053481.875000 Penalty: 4666.551758
	Iteration 4F: 3 clusters Score -1053482 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1053764.750000 Penalty: 4666.551758
	Iteration 5Q: 3 clusters Score -1053765 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1054048.375000 Penalty: 4666.551758
	Iteration 6Q: 3 clusters Score -1054048 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1054312.250000 Penalty: 4666.551758
	Iteration 7Q: 3 clusters Score -1054312 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1054560.875000 Penalty: 4666.551758
	Iteration 8Q: 3 clusters Score -1054561 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1054777.750000 Penalty: 4666.551758
	Iteration 9Q: 3 clusters Score -1054778 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1054971.875000 Penalty: 4666.551758
	Iteration 10Q: 3 clusters Score -1054972 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1055135.625000 Penalty: 4666.551758
	Iteration 11Q: 3 clusters Score -1055136 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1055273.750000 Penalty: 4666.551758
	Iteration 12Q: 3 clusters Score -1055274 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1055419.250000 Penalty: 4666.551758
	Iteration 13Q: 3 clusters Score -1055419 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1055569.000000 Penalty: 4666.551758
	Iteration 14Q: 3 clusters Score -1055569 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1055681.000000 Penalty: 4666.551758
	Iteration 15Q: 3 clusters Score -1055681 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1055768.375000 Penalty: 4666.551758
	Iteration 16Q: 3 clusters Score -1055768 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1055852.750000 Penalty: 4666.551758
	Iteration 17Q: 3 clusters Score -1055853 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1055934.625000 Penalty: 4666.551758
	Iteration 18Q: 3 clusters Score -1055935 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1055994.750000 Penalty: 4666.551758
	Iteration 19Q: 3 clusters Score -1055995 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1056043.875000 Penalty: 4666.551758
	Iteration 20F: 3 clusters Score -1056044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1056098.125000 Penalty: 4666.551758
	Iteration 21Q: 3 clusters Score -1056098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1056145.750000 Penalty: 4666.551758
	Iteration 22Q: 3 clusters Score -1056146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1056182.250000 Penalty: 4666.551758
	Iteration 23Q: 3 clusters Score -1056182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1056212.625000 Penalty: 4666.551758
	Iteration 24Q: 3 clusters Score -1056213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1056244.750000 Penalty: 4666.551758
	Iteration 25Q: 3 clusters Score -1056245 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1056269.250000 Penalty: 4666.551758
	Iteration 26Q: 3 clusters Score -1056269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1056292.000000 Penalty: 4666.551758
	Iteration 27Q: 3 clusters Score -1056292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1056297.875000 Penalty: 4666.551758
	Iteration 28Q: 3 clusters Score -1056298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1056309.000000 Penalty: 4666.551758
	Iteration 29Q: 3 clusters Score -1056309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1056319.000000 Penalty: 4666.551758
	Iteration 30Q: 3 clusters Score -1056319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1056334.250000 Penalty: 4666.551758
	Iteration 31Q: 3 clusters Score -1056334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1056345.875000 Penalty: 4666.551758
	Iteration 32Q: 3 clusters Score -1056346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1056353.250000 Penalty: 4666.551758
	Iteration 33Q: 3 clusters Score -1056353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1056362.875000 Penalty: 4666.551758
	Iteration 34Q: 3 clusters Score -1056363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1056376.000000 Penalty: 4666.551758
	Iteration 35Q: 3 clusters Score -1056376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1056392.000000 Penalty: 4666.551758
	Iteration 36Q: 3 clusters Score -1056392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1056406.750000 Penalty: 4666.551758
	Iteration 37Q: 3 clusters Score -1056407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1056420.625000 Penalty: 4666.551758
	Iteration 38Q: 3 clusters Score -1056421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1056432.875000 Penalty: 4666.551758
	Iteration 39Q: 3 clusters Score -1056433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1056446.000000 Penalty: 4666.551758
	Iteration 40F: 3 clusters Score -1056446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1056458.750000 Penalty: 4666.551758
	Iteration 41Q: 3 clusters Score -1056459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1056467.375000 Penalty: 4666.551758
	Iteration 42Q: 3 clusters Score -1056467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1056475.625000 Penalty: 4666.551758
	Iteration 43Q: 3 clusters Score -1056476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1056485.500000 Penalty: 4666.551758
	Iteration 44Q: 3 clusters Score -1056486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1056495.250000 Penalty: 4666.551758
	Iteration 45Q: 3 clusters Score -1056495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1056501.000000 Penalty: 4666.551758
	Iteration 46Q: 3 clusters Score -1056501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1056506.625000 Penalty: 4666.551758
	Iteration 47Q: 3 clusters Score -1056507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1056512.875000 Penalty: 4666.551758
	Iteration 48Q: 3 clusters Score -1056513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1056513.125000 Penalty: 4666.551758
	Iteration 49Q: 3 clusters Score -1056513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1056519.875000 Penalty: 4666.551758
	Iteration 50Q: 3 clusters Score -1056520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1056522.125000 Penalty: 4666.551758
	Iteration 51Q: 3 clusters Score -1056522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1056526.875000 Penalty: 4666.551758
	Iteration 52Q: 3 clusters Score -1056527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1056529.500000 Penalty: 4666.551758
	Iteration 53Q: 3 clusters Score -1056530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1056530.375000 Penalty: 4666.551758
	Iteration 54Q: 3 clusters Score -1056530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1056530.625000 Penalty: 4666.551758
	Iteration 55Q: 3 clusters Score -1056531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1056531.500000 Penalty: 4666.551758
	Iteration 56Q: 3 clusters Score -1056532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1056532.125000 Penalty: 4666.551758
	Iteration 57Q: 3 clusters Score -1056532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1056532.500000 Penalty: 4666.551758
	Iteration 58Q: 3 clusters Score -1056532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1056532.500000 Penalty: 4666.551758
	Iteration 59F: 3 clusters Score -1056532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Entering Unmasked Estep 
Score: -2037924.250000 Penalty: 2495.224121
	Iteration 0F: 2 clusters Score -2037924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2021655.250000 Penalty: 4990.448242
	Iteration 0F: 3 clusters Score -2021655 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2027150.875000 Penalty: 4990.448242
	Iteration 1F: 3 clusters Score -2027151 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2027641.250000 Penalty: 4990.448242
	Iteration 2F: 3 clusters Score -2027641 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2028088.875000 Penalty: 4990.448242
	Iteration 3Q: 3 clusters Score -2028089 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2028501.250000 Penalty: 4990.448242
	Iteration 4Q: 3 clusters Score -2028501 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2028927.500000 Penalty: 4990.448242
	Iteration 5Q: 3 clusters Score -2028928 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2029444.250000 Penalty: 4990.448242
	Iteration 6Q: 3 clusters Score -2029444 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2030099.875000 Penalty: 4990.448242
	Iteration 7Q: 3 clusters Score -2030100 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2030834.750000 Penalty: 4990.448242
	Iteration 8Q: 3 clusters Score -2030835 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2031643.125000 Penalty: 4990.448242
	Iteration 9Q: 3 clusters Score -2031643 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2032433.125000 Penalty: 4990.448242
	Iteration 10Q: 3 clusters Score -2032433 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2033102.250000 Penalty: 4990.448242
	Iteration 11Q: 3 clusters Score -2033102 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2033613.500000 Penalty: 4990.448242
	Iteration 12Q: 3 clusters Score -2033614 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2034015.250000 Penalty: 4990.448242
	Iteration 13Q: 3 clusters Score -2034015 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2034335.000000 Penalty: 4990.448242
	Iteration 14Q: 3 clusters Score -2034335 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2034602.625000 Penalty: 4990.448242
	Iteration 15Q: 3 clusters Score -2034603 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2034852.375000 Penalty: 4990.448242
	Iteration 16Q: 3 clusters Score -2034852 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2035057.750000 Penalty: 4990.448242
	Iteration 17Q: 3 clusters Score -2035058 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2035222.750000 Penalty: 4990.448242
	Iteration 18Q: 3 clusters Score -2035223 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2035375.125000 Penalty: 4990.448242
	Iteration 19Q: 3 clusters Score -2035375 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2035497.875000 Penalty: 4990.448242
	Iteration 20F: 3 clusters Score -2035498 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2035619.625000 Penalty: 4990.448242
	Iteration 21Q: 3 clusters Score -2035620 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2035700.125000 Penalty: 4990.448242
	Iteration 22Q: 3 clusters Score -2035700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2035768.750000 Penalty: 4990.448242
	Iteration 23Q: 3 clusters Score -2035769 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2035822.125000 Penalty: 4990.448242
	Iteration 24Q: 3 clusters Score -2035822 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2035871.750000 Penalty: 4990.448242
	Iteration 25Q: 3 clusters Score -2035872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2035917.625000 Penalty: 4990.448242
	Iteration 26Q: 3 clusters Score -2035918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2035963.125000 Penalty: 4990.448242
	Iteration 27Q: 3 clusters Score -2035963 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2035992.375000 Penalty: 4990.448242
	Iteration 28Q: 3 clusters Score -2035992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2036018.375000 Penalty: 4990.448242
	Iteration 29Q: 3 clusters Score -2036018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2036041.250000 Penalty: 4990.448242
	Iteration 30Q: 3 clusters Score -2036041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2036054.375000 Penalty: 4990.448242
	Iteration 31Q: 3 clusters Score -2036054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2036066.500000 Penalty: 4990.448242
	Iteration 32Q: 3 clusters Score -2036066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2036071.375000 Penalty: 4990.448242
	Iteration 33Q: 3 clusters Score -2036071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2036084.875000 Penalty: 4990.448242
	Iteration 34Q: 3 clusters Score -2036085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2036085.000000 Penalty: 4990.448242
	Iteration 35Q: 3 clusters Score -2036085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2036094.875000 Penalty: 4990.448242
	Iteration 36Q: 3 clusters Score -2036095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2036100.500000 Penalty: 4990.448242
	Iteration 37Q: 3 clusters Score -2036100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2036104.125000 Penalty: 4990.448242
	Iteration 38Q: 3 clusters Score -2036104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2036111.625000 Penalty: 4990.448242
	Iteration 39Q: 3 clusters Score -2036112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2036117.875000 Penalty: 4990.448242
	Iteration 40F: 3 clusters Score -2036118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2036124.375000 Penalty: 4990.448242
	Iteration 41Q: 3 clusters Score -2036124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2036129.875000 Penalty: 4990.448242
	Iteration 42Q: 3 clusters Score -2036130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2036136.000000 Penalty: 4990.448242
	Iteration 43Q: 3 clusters Score -2036136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2036140.875000 Penalty: 4990.448242
	Iteration 44Q: 3 clusters Score -2036141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2036142.375000 Penalty: 4990.448242
	Iteration 45Q: 3 clusters Score -2036142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2036144.875000 Penalty: 4990.448242
	Iteration 46Q: 3 clusters Score -2036145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2036146.625000 Penalty: 4990.448242
	Iteration 47Q: 3 clusters Score -2036147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2036147.750000 Penalty: 4990.448242
	Iteration 48Q: 3 clusters Score -2036148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2036152.625000 Penalty: 4990.448242
	Iteration 49Q: 3 clusters Score -2036153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2036156.875000 Penalty: 4990.448242
	Iteration 50Q: 3 clusters Score -2036157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2036159.125000 Penalty: 4990.448242
	Iteration 51Q: 3 clusters Score -2036159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2036161.500000 Penalty: 4990.448242
	Iteration 52Q: 3 clusters Score -2036162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2036159.125000 Penalty: 4990.448242
	Iteration 53Q: 3 clusters Score -2036159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2036159.625000 Penalty: 4990.448242
	Iteration 54Q: 3 clusters Score -2036160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2036160.750000 Penalty: 4990.448242
	Iteration 55Q: 3 clusters Score -2036161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2036161.625000 Penalty: 4990.448242
	Iteration 56Q: 3 clusters Score -2036162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2036162.500000 Penalty: 4990.448242
	Iteration 57Q: 3 clusters Score -2036162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2036162.875000 Penalty: 4990.448242
	Iteration 58Q: 3 clusters Score -2036163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2036162.875000 Penalty: 4990.448242
	Iteration 59Q: 3 clusters Score -2036163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2036166.375000 Penalty: 4990.448242
	Iteration 60F: 3 clusters Score -2036166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2036166.625000 Penalty: 4990.448242
	Iteration 61Q: 3 clusters Score -2036167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2036166.625000 Penalty: 4990.448242
	Iteration 62Q: 3 clusters Score -2036167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2036167.375000 Penalty: 4990.448242
	Iteration 63Q: 3 clusters Score -2036167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2036168.375000 Penalty: 4990.448242
	Iteration 64Q: 3 clusters Score -2036168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2036167.125000 Penalty: 4990.448242
	Iteration 65Q: 3 clusters Score -2036167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2036167.125000 Penalty: 4990.448242
	Iteration 66F: 3 clusters Score -2036167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -386623.312500 Penalty: 2081.236572
	Iteration 0F: 2 clusters Score -386623.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -382464.593750 Penalty: 4162.473145
	Iteration 0F: 3 clusters Score -382464.6 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -383355.718750 Penalty: 4162.473145
	Iteration 1F: 3 clusters Score -383355.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -383543.093750 Penalty: 4162.473145
	Iteration 2F: 3 clusters Score -383543.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -383666.781250 Penalty: 4162.473145
	Iteration 3Q: 3 clusters Score -383666.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -383738.375000 Penalty: 4162.473145
	Iteration 4Q: 3 clusters Score -383738.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -383792.281250 Penalty: 4162.473145
	Iteration 5Q: 3 clusters Score -383792.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -383834.843750 Penalty: 4162.473145
	Iteration 6Q: 3 clusters Score -383834.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -383870.968750 Penalty: 4162.473145
	Iteration 7Q: 3 clusters Score -383871 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -383903.781250 Penalty: 4162.473145
	Iteration 8Q: 3 clusters Score -383903.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -383932.656250 Penalty: 4162.473145
	Iteration 9Q: 3 clusters Score -383932.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -383965.468750 Penalty: 4162.473145
	Iteration 10Q: 3 clusters Score -383965.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -383991.375000 Penalty: 4162.473145
	Iteration 11Q: 3 clusters Score -383991.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -384013.500000 Penalty: 4162.473145
	Iteration 12Q: 3 clusters Score -384013.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -384031.000000 Penalty: 4162.473145
	Iteration 13Q: 3 clusters Score -384031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -384048.593750 Penalty: 4162.473145
	Iteration 14Q: 3 clusters Score -384048.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -384067.437500 Penalty: 4162.473145
	Iteration 15Q: 3 clusters Score -384067.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -384085.843750 Penalty: 4162.473145
	Iteration 16Q: 3 clusters Score -384085.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -384111.843750 Penalty: 4162.473145
	Iteration 17Q: 3 clusters Score -384111.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -384136.187500 Penalty: 4162.473145
	Iteration 18Q: 3 clusters Score -384136.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -384157.562500 Penalty: 4162.473145
	Iteration 19Q: 3 clusters Score -384157.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -384181.406250 Penalty: 4162.473145
	Iteration 20F: 3 clusters Score -384181.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -384203.281250 Penalty: 4162.473145
	Iteration 21Q: 3 clusters Score -384203.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -384224.125000 Penalty: 4162.473145
	Iteration 22Q: 3 clusters Score -384224.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -384240.906250 Penalty: 4162.473145
	Iteration 23Q: 3 clusters Score -384240.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -384256.937500 Penalty: 4162.473145
	Iteration 24Q: 3 clusters Score -384256.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -384272.218750 Penalty: 4162.473145
	Iteration 25Q: 3 clusters Score -384272.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -384289.968750 Penalty: 4162.473145
	Iteration 26Q: 3 clusters Score -384290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -384309.000000 Penalty: 4162.473145
	Iteration 27Q: 3 clusters Score -384309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -384333.875000 Penalty: 4162.473145
	Iteration 28Q: 3 clusters Score -384333.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -384357.093750 Penalty: 4162.473145
	Iteration 29Q: 3 clusters Score -384357.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -384380.031250 Penalty: 4162.473145
	Iteration 30Q: 3 clusters Score -384380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -384402.593750 Penalty: 4162.473145
	Iteration 31Q: 3 clusters Score -384402.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -384426.781250 Penalty: 4162.473145
	Iteration 32Q: 3 clusters Score -384426.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -384442.156250 Penalty: 4162.473145
	Iteration 33Q: 3 clusters Score -384442.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -384453.156250 Penalty: 4162.473145
	Iteration 34Q: 3 clusters Score -384453.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -384461.875000 Penalty: 4162.473145
	Iteration 35Q: 3 clusters Score -384461.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -384470.812500 Penalty: 4162.473145
	Iteration 36Q: 3 clusters Score -384470.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -384481.500000 Penalty: 4162.473145
	Iteration 37Q: 3 clusters Score -384481.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -384496.062500 Penalty: 4162.473145
	Iteration 38Q: 3 clusters Score -384496.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -384509.625000 Penalty: 4162.473145
	Iteration 39Q: 3 clusters Score -384509.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -384523.937500 Penalty: 4162.473145
	Iteration 40F: 3 clusters Score -384523.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -384546.000000 Penalty: 4162.473145
	Iteration 41Q: 3 clusters Score -384546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -384566.250000 Penalty: 4162.473145
	Iteration 42Q: 3 clusters Score -384566.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -384583.718750 Penalty: 4162.473145
	Iteration 43Q: 3 clusters Score -384583.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -384596.218750 Penalty: 4162.473145
	Iteration 44Q: 3 clusters Score -384596.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -384606.718750 Penalty: 4162.473145
	Iteration 45Q: 3 clusters Score -384606.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -384619.687500 Penalty: 4162.473145
	Iteration 46Q: 3 clusters Score -384619.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -384631.656250 Penalty: 4162.473145
	Iteration 47Q: 3 clusters Score -384631.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -384642.843750 Penalty: 4162.473145
	Iteration 48Q: 3 clusters Score -384642.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -384654.468750 Penalty: 4162.473145
	Iteration 49Q: 3 clusters Score -384654.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -384668.906250 Penalty: 4162.473145
	Iteration 50Q: 3 clusters Score -384668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -384684.250000 Penalty: 4162.473145
	Iteration 51Q: 3 clusters Score -384684.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -384706.531250 Penalty: 4162.473145
	Iteration 52Q: 3 clusters Score -384706.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -384728.906250 Penalty: 4162.473145
	Iteration 53Q: 3 clusters Score -384728.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -384758.687500 Penalty: 4162.473145
	Iteration 54Q: 3 clusters Score -384758.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -384786.937500 Penalty: 4162.473145
	Iteration 55Q: 3 clusters Score -384786.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -384803.937500 Penalty: 4162.473145
	Iteration 56Q: 3 clusters Score -384803.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -384817.750000 Penalty: 4162.473145
	Iteration 57Q: 3 clusters Score -384817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -384824.531250 Penalty: 4162.473145
	Iteration 58Q: 3 clusters Score -384824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -384827.093750 Penalty: 4162.473145
	Iteration 59Q: 3 clusters Score -384827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -384831.281250 Penalty: 4162.473145
	Iteration 60F: 3 clusters Score -384831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -384832.843750 Penalty: 4162.473145
	Iteration 61Q: 3 clusters Score -384832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -384833.875000 Penalty: 4162.473145
	Iteration 62Q: 3 clusters Score -384833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -384834.843750 Penalty: 4162.473145
	Iteration 63Q: 3 clusters Score -384834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -384836.250000 Penalty: 4162.473145
	Iteration 64Q: 3 clusters Score -384836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -384841.437500 Penalty: 4162.473145
	Iteration 65Q: 3 clusters Score -384841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -384844.343750 Penalty: 4162.473145
	Iteration 66Q: 3 clusters Score -384844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -384846.000000 Penalty: 4162.473145
	Iteration 67Q: 3 clusters Score -384846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -384846.562500 Penalty: 4162.473145
	Iteration 68Q: 3 clusters Score -384846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -384847.531250 Penalty: 4162.473145
	Iteration 69Q: 3 clusters Score -384847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -384849.218750 Penalty: 4162.473145
	Iteration 70Q: 3 clusters Score -384849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -384850.750000 Penalty: 4162.473145
	Iteration 71Q: 3 clusters Score -384850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -384851.375000 Penalty: 4162.473145
	Iteration 72Q: 3 clusters Score -384851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -384852.781250 Penalty: 4162.473145
	Iteration 73Q: 3 clusters Score -384852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -384853.406250 Penalty: 4162.473145
	Iteration 74Q: 3 clusters Score -384853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -384853.812500 Penalty: 4162.473145
	Iteration 75Q: 3 clusters Score -384853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -384853.812500 Penalty: 4162.473145
	Iteration 76F: 3 clusters Score -384853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -398176.531250 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -398176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -393680.750000 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -393680.8 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -394757.187500 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -394757.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -394984.406250 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -394984.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -395128.031250 Penalty: 4219.141602
	Iteration 3Q: 3 clusters Score -395128 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -395227.750000 Penalty: 4219.141602
	Iteration 4Q: 3 clusters Score -395227.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -395326.468750 Penalty: 4219.141602
	Iteration 5Q: 3 clusters Score -395326.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -395420.625000 Penalty: 4219.141602
	Iteration 6Q: 3 clusters Score -395420.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -395509.031250 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -395509 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -395591.125000 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -395591.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -395656.187500 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -395656.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -395706.968750 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -395707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -395746.625000 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -395746.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -395779.781250 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -395779.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -395812.187500 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -395812.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -395843.281250 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -395843.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -395877.593750 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -395877.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -395906.187500 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -395906.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -395934.625000 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -395934.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -395960.781250 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -395960.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -395985.875000 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -395985.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -396008.312500 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -396008.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -396029.531250 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -396029.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -396045.437500 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -396045.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -396062.437500 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -396062.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -396083.250000 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -396083.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -396105.750000 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -396105.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -396135.968750 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -396136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -396163.593750 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -396163.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -396188.875000 Penalty: 4219.141602
	Iteration 28Q: 3 clusters Score -396188.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -396209.062500 Penalty: 4219.141602
	Iteration 29Q: 3 clusters Score -396209.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -396228.593750 Penalty: 4219.141602
	Iteration 30Q: 3 clusters Score -396228.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -396248.812500 Penalty: 4219.141602
	Iteration 31Q: 3 clusters Score -396248.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -396261.031250 Penalty: 4219.141602
	Iteration 32Q: 3 clusters Score -396261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -396269.156250 Penalty: 4219.141602
	Iteration 33Q: 3 clusters Score -396269.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -396280.593750 Penalty: 4219.141602
	Iteration 34Q: 3 clusters Score -396280.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -396289.843750 Penalty: 4219.141602
	Iteration 35Q: 3 clusters Score -396289.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -396303.843750 Penalty: 4219.141602
	Iteration 36Q: 3 clusters Score -396303.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -396316.031250 Penalty: 4219.141602
	Iteration 37Q: 3 clusters Score -396316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -396326.812500 Penalty: 4219.141602
	Iteration 38Q: 3 clusters Score -396326.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -396335.812500 Penalty: 4219.141602
	Iteration 39Q: 3 clusters Score -396335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -396341.906250 Penalty: 4219.141602
	Iteration 40F: 3 clusters Score -396341.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -396346.375000 Penalty: 4219.141602
	Iteration 41Q: 3 clusters Score -396346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -396351.968750 Penalty: 4219.141602
	Iteration 42Q: 3 clusters Score -396352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -396358.718750 Penalty: 4219.141602
	Iteration 43Q: 3 clusters Score -396358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -396368.312500 Penalty: 4219.141602
	Iteration 44Q: 3 clusters Score -396368.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -396374.250000 Penalty: 4219.141602
	Iteration 45Q: 3 clusters Score -396374.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -396382.187500 Penalty: 4219.141602
	Iteration 46Q: 3 clusters Score -396382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -396388.343750 Penalty: 4219.141602
	Iteration 47Q: 3 clusters Score -396388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -396392.343750 Penalty: 4219.141602
	Iteration 48Q: 3 clusters Score -396392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -396394.750000 Penalty: 4219.141602
	Iteration 49Q: 3 clusters Score -396394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -396395.468750 Penalty: 4219.141602
	Iteration 50Q: 3 clusters Score -396395.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -396396.093750 Penalty: 4219.141602
	Iteration 51Q: 3 clusters Score -396396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -396396.093750 Penalty: 4219.141602
	Iteration 52F: 3 clusters Score -396396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12324 members 
Mstep: Class 4 contains 10596 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7247 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8217 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17136 members 
Mstep: Class 12 contains 8615 members 
Mstep: Class 13 contains 29027 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 38980 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23930 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 25274 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16223 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103694 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176368.000000 Penalty: 100329.578125
Iteration 199Q: 32 clusters Score -3.817637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10597 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7246 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8217 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17139 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 29033 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38977 members 
Mstep: Class 18 contains 11566 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23923 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 25272 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 4233 members 
Mstep: Class 26 contains 103693 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23419 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176384.000000 Penalty: 100329.578125
Iteration 200F: 32 clusters Score -3.817638e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10596 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7237 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17143 members 
Mstep: Class 12 contains 8612 members 
Mstep: Class 13 contains 29031 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38975 members 
Mstep: Class 18 contains 11570 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23921 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 25272 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 4233 members 
Mstep: Class 26 contains 103694 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176424.000000 Penalty: 100329.578125
Iteration 201Q: 32 clusters Score -3.817642e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10596 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7231 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17148 members 
Mstep: Class 12 contains 8608 members 
Mstep: Class 13 contains 29033 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38973 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23912 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 25272 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 4233 members 
Mstep: Class 26 contains 103692 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176460.000000 Penalty: 100329.578125
Iteration 202Q: 32 clusters Score -3.817646e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10595 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7225 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17149 members 
Mstep: Class 12 contains 8607 members 
Mstep: Class 13 contains 29028 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38973 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23910 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25271 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 103694 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23419 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176492.000000 Penalty: 100329.578125
Iteration 203Q: 32 clusters Score -3.817649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12324 members 
Mstep: Class 4 contains 10592 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17149 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29028 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38972 members 
Mstep: Class 18 contains 11583 members 
Mstep: Class 19 contains 3593 members 
Mstep: Class 20 contains 23907 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 25274 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16223 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103695 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23419 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176484.000000 Penalty: 100329.578125
Iteration 204Q: 32 clusters Score -3.817648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12324 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 7212 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17149 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29023 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3910 members 
Mstep: Class 17 contains 38968 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23902 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 25274 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103700 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23419 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176508.000000 Penalty: 100329.578125
Iteration 205Q: 32 clusters Score -3.817651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12324 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 7209 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17151 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29023 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 17 contains 38964 members 
Mstep: Class 18 contains 11593 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23901 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25274 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103704 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176504.000000 Penalty: 100329.578125
Iteration 206Q: 32 clusters Score -3.81765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12324 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 7208 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17151 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3906 members 
Mstep: Class 17 contains 38962 members 
Mstep: Class 18 contains 11595 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23899 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25273 members 
Mstep: Class 23 contains 22496 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 103705 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176484.000000 Penalty: 100329.578125
Iteration 207Q: 32 clusters Score -3.817648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 7209 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17151 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29021 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38962 members 
Mstep: Class 18 contains 11599 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23897 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 25270 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103705 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176484.000000 Penalty: 100329.578125
Iteration 208Q: 32 clusters Score -3.817648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 7208 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17152 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29020 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38959 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23894 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 25269 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103706 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176488.000000 Penalty: 100329.578125
Iteration 209Q: 32 clusters Score -3.817649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7281 members 
Mstep: Class 7 contains 7205 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17152 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38955 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23891 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25268 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103711 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176464.000000 Penalty: 100329.578125
Iteration 210Q: 32 clusters Score -3.817646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17152 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38952 members 
Mstep: Class 18 contains 11603 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23890 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25266 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103714 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176468.000000 Penalty: 100329.578125
Iteration 211Q: 32 clusters Score -3.817647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 7278 members 
Mstep: Class 7 contains 7204 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17153 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29021 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38948 members 
Mstep: Class 18 contains 11603 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23891 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25266 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 103718 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176452.000000 Penalty: 100329.578125
Iteration 212Q: 32 clusters Score -3.817645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 7279 members 
Mstep: Class 7 contains 7202 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17155 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29020 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38945 members 
Mstep: Class 18 contains 11603 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23891 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25267 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 103721 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176440.000000 Penalty: 100329.578125
Iteration 213Q: 32 clusters Score -3.817644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7198 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17158 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29020 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38945 members 
Mstep: Class 18 contains 11601 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23891 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 25268 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 103722 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176440.000000 Penalty: 100329.578125
Iteration 214Q: 32 clusters Score -3.817644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7195 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17158 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38945 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23890 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 25268 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103721 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176468.000000 Penalty: 100329.578125
Iteration 215Q: 32 clusters Score -3.817647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7192 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17159 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29020 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38945 members 
Mstep: Class 18 contains 11604 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23889 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 25268 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176480.000000 Penalty: 100329.578125
Iteration 216Q: 32 clusters Score -3.817648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7191 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17159 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38945 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23889 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 25267 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176464.000000 Penalty: 100329.578125
Iteration 217Q: 32 clusters Score -3.817646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7191 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17159 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38945 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23889 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25267 members 
Mstep: Class 23 contains 22497 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23417 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176472.000000 Penalty: 100329.578125
Iteration 218Q: 32 clusters Score -3.817647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7185 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17160 members 
Mstep: Class 12 contains 8607 members 
Mstep: Class 13 contains 29023 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38946 members 
Mstep: Class 18 contains 11611 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23889 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25266 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23416 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176456.000000 Penalty: 100329.578125
Iteration 219Q: 32 clusters Score -3.817646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7180 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17160 members 
Mstep: Class 12 contains 8607 members 
Mstep: Class 13 contains 29023 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38946 members 
Mstep: Class 18 contains 11615 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23888 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 25267 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23416 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176456.000000 Penalty: 100329.578125
Iteration 220F: 32 clusters Score -3.817646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7171 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17161 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29025 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38946 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23888 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 25266 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176444.000000 Penalty: 100329.578125
Iteration 221Q: 32 clusters Score -3.817644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7164 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17164 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29028 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38946 members 
Mstep: Class 18 contains 11624 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23887 members 
Mstep: Class 21 contains 8739 members 
Mstep: Class 22 contains 25267 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176400.000000 Penalty: 100329.578125
Iteration 222Q: 32 clusters Score -3.81764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7156 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17164 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29028 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38946 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 23887 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 25266 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176412.000000 Penalty: 100329.578125
Iteration 223Q: 32 clusters Score -3.817641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4650 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7148 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17165 members 
Mstep: Class 12 contains 8607 members 
Mstep: Class 13 contains 29032 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38946 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 23887 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 25266 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176436.000000 Penalty: 100329.578125
Iteration 224Q: 32 clusters Score -3.817644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7142 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17166 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 29035 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38947 members 
Mstep: Class 18 contains 11640 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 23887 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 25265 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176428.000000 Penalty: 100329.578125
Iteration 225Q: 32 clusters Score -3.817643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7135 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 29036 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38947 members 
Mstep: Class 18 contains 11641 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 23887 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 25266 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176408.000000 Penalty: 100329.578125
Iteration 226Q: 32 clusters Score -3.817641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7132 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 8603 members 
Mstep: Class 13 contains 29037 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38947 members 
Mstep: Class 18 contains 11644 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 23886 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 25266 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23419 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176384.000000 Penalty: 100329.578125
Iteration 227Q: 32 clusters Score -3.817638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7128 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17170 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 29038 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38948 members 
Mstep: Class 18 contains 11648 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 23887 members 
Mstep: Class 21 contains 8737 members 
Mstep: Class 22 contains 25267 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103719 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23419 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176392.000000 Penalty: 100329.578125
Iteration 228Q: 32 clusters Score -3.817639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7122 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17170 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 29038 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38948 members 
Mstep: Class 18 contains 11654 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 23888 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 25265 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103718 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23419 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176376.000000 Penalty: 100329.578125
Iteration 229Q: 32 clusters Score -3.817638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4650 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7119 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17171 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 29035 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38949 members 
Mstep: Class 18 contains 11657 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 23887 members 
Mstep: Class 21 contains 8737 members 
Mstep: Class 22 contains 25264 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4233 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23419 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176364.000000 Penalty: 100329.578125
Iteration 230Q: 32 clusters Score -3.817636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12324 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7117 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17172 members 
Mstep: Class 12 contains 8599 members 
Mstep: Class 13 contains 29032 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 38948 members 
Mstep: Class 18 contains 11662 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 23886 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 25264 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103721 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23418 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176376.000000 Penalty: 100329.578125
Iteration 231Q: 32 clusters Score -3.817638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12324 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7113 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 29033 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3906 members 
Mstep: Class 17 contains 38948 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 23884 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 25265 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103721 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23417 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176368.000000 Penalty: 100329.578125
Iteration 232Q: 32 clusters Score -3.817637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4650 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7105 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 29035 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 17 contains 38948 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23881 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 25266 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23417 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176384.000000 Penalty: 100329.578125
Iteration 233Q: 32 clusters Score -3.817638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17177 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 29040 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 17 contains 38951 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23878 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 25264 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23417 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176380.000000 Penalty: 100329.578125
Iteration 234Q: 32 clusters Score -3.817638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7090 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17178 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 29042 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 17 contains 38952 members 
Mstep: Class 18 contains 11673 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23878 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25261 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103720 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23416 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176336.000000 Penalty: 100329.578125
Iteration 235Q: 32 clusters Score -3.817634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7083 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17178 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 29046 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3908 members 
Mstep: Class 17 contains 38952 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23875 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25258 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103719 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23416 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176368.000000 Penalty: 100329.578125
Iteration 236Q: 32 clusters Score -3.817637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17181 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 13 contains 29050 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3910 members 
Mstep: Class 17 contains 38951 members 
Mstep: Class 18 contains 11691 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23872 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25252 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103721 members 
Mstep: Class 27 contains 12524 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23416 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176368.000000 Penalty: 100329.578125
Iteration 237Q: 32 clusters Score -3.817637e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12322 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17182 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 13 contains 29053 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38949 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23871 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25245 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103721 members 
Mstep: Class 27 contains 12524 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23416 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176340.000000 Penalty: 100329.578125
Iteration 238Q: 32 clusters Score -3.817634e+07 nChanged 33
Entering ConstructFrom: 
Score: -38176340.000000 Penalty: 100329.578125
Entering ConstructFrom: 
Trying to split cluster 1 (4903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Entering Unmasked Estep 
Score: -414943.156250 Penalty: 2107.405518
	Iteration 0F: 2 clusters Score -414943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -410525.812500 Penalty: 4214.811035
	Iteration 0F: 3 clusters Score -410525.8 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -411662.500000 Penalty: 4214.811035
	Iteration 1F: 3 clusters Score -411662.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -411866.750000 Penalty: 4214.811035
	Iteration 2F: 3 clusters Score -411866.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -411995.125000 Penalty: 4214.811035
	Iteration 3Q: 3 clusters Score -411995.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -412091.687500 Penalty: 4214.811035
	Iteration 4Q: 3 clusters Score -412091.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -412164.843750 Penalty: 4214.811035
	Iteration 5Q: 3 clusters Score -412164.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -412230.625000 Penalty: 4214.811035
	Iteration 6Q: 3 clusters Score -412230.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -412302.500000 Penalty: 4214.811035
	Iteration 7Q: 3 clusters Score -412302.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -412366.375000 Penalty: 4214.811035
	Iteration 8Q: 3 clusters Score -412366.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -412426.312500 Penalty: 4214.811035
	Iteration 9Q: 3 clusters Score -412426.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -412498.531250 Penalty: 4214.811035
	Iteration 10Q: 3 clusters Score -412498.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -412598.656250 Penalty: 4214.811035
	Iteration 11Q: 3 clusters Score -412598.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -412669.250000 Penalty: 4214.811035
	Iteration 12Q: 3 clusters Score -412669.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -412748.687500 Penalty: 4214.811035
	Iteration 13Q: 3 clusters Score -412748.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -412815.437500 Penalty: 4214.811035
	Iteration 14Q: 3 clusters Score -412815.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -412867.875000 Penalty: 4214.811035
	Iteration 15Q: 3 clusters Score -412867.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -412894.093750 Penalty: 4214.811035
	Iteration 16Q: 3 clusters Score -412894.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -412919.125000 Penalty: 4214.811035
	Iteration 17Q: 3 clusters Score -412919.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -412939.906250 Penalty: 4214.811035
	Iteration 18Q: 3 clusters Score -412939.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -412954.562500 Penalty: 4214.811035
	Iteration 19Q: 3 clusters Score -412954.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -412965.687500 Penalty: 4214.811035
	Iteration 20F: 3 clusters Score -412965.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -412976.750000 Penalty: 4214.811035
	Iteration 21Q: 3 clusters Score -412976.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -412988.718750 Penalty: 4214.811035
	Iteration 22Q: 3 clusters Score -412988.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -413001.281250 Penalty: 4214.811035
	Iteration 23Q: 3 clusters Score -413001.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -413013.687500 Penalty: 4214.811035
	Iteration 24Q: 3 clusters Score -413013.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -413024.062500 Penalty: 4214.811035
	Iteration 25Q: 3 clusters Score -413024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -413033.156250 Penalty: 4214.811035
	Iteration 26Q: 3 clusters Score -413033.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -413041.125000 Penalty: 4214.811035
	Iteration 27Q: 3 clusters Score -413041.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -413045.906250 Penalty: 4214.811035
	Iteration 28Q: 3 clusters Score -413045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -413048.406250 Penalty: 4214.811035
	Iteration 29Q: 3 clusters Score -413048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -413053.562500 Penalty: 4214.811035
	Iteration 30Q: 3 clusters Score -413053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -413058.187500 Penalty: 4214.811035
	Iteration 31Q: 3 clusters Score -413058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -413063.468750 Penalty: 4214.811035
	Iteration 32Q: 3 clusters Score -413063.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -413065.468750 Penalty: 4214.811035
	Iteration 33Q: 3 clusters Score -413065.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -413069.812500 Penalty: 4214.811035
	Iteration 34Q: 3 clusters Score -413069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -413071.500000 Penalty: 4214.811035
	Iteration 35Q: 3 clusters Score -413071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -413074.312500 Penalty: 4214.811035
	Iteration 36Q: 3 clusters Score -413074.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -413079.031250 Penalty: 4214.811035
	Iteration 37Q: 3 clusters Score -413079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -413080.968750 Penalty: 4214.811035
	Iteration 38Q: 3 clusters Score -413081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -413084.343750 Penalty: 4214.811035
	Iteration 39Q: 3 clusters Score -413084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -413087.687500 Penalty: 4214.811035
	Iteration 40F: 3 clusters Score -413087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -413091.468750 Penalty: 4214.811035
	Iteration 41Q: 3 clusters Score -413091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -413095.250000 Penalty: 4214.811035
	Iteration 42Q: 3 clusters Score -413095.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -413097.062500 Penalty: 4214.811035
	Iteration 43Q: 3 clusters Score -413097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -413098.406250 Penalty: 4214.811035
	Iteration 44Q: 3 clusters Score -413098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -413100.437500 Penalty: 4214.811035
	Iteration 45Q: 3 clusters Score -413100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -413100.750000 Penalty: 4214.811035
	Iteration 46Q: 3 clusters Score -413100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -413100.468750 Penalty: 4214.811035
	Iteration 47Q: 3 clusters Score -413100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -413100.718750 Penalty: 4214.811035
	Iteration 48Q: 3 clusters Score -413100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -413101.937500 Penalty: 4214.811035
	Iteration 49Q: 3 clusters Score -413101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -413101.937500 Penalty: 4214.811035
	Iteration 50F: 3 clusters Score -413101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -470678.281250 Penalty: 2129.968506
	Iteration 0F: 2 clusters Score -470678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -465940.906250 Penalty: 4259.937012
	Iteration 0F: 3 clusters Score -465940.9 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -467100.343750 Penalty: 4259.937012
	Iteration 1F: 3 clusters Score -467100.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -467295.375000 Penalty: 4259.937012
	Iteration 2F: 3 clusters Score -467295.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -467408.281250 Penalty: 4259.937012
	Iteration 3Q: 3 clusters Score -467408.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -467472.281250 Penalty: 4259.937012
	Iteration 4Q: 3 clusters Score -467472.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -467515.812500 Penalty: 4259.937012
	Iteration 5Q: 3 clusters Score -467515.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -467557.687500 Penalty: 4259.937012
	Iteration 6Q: 3 clusters Score -467557.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -467603.625000 Penalty: 4259.937012
	Iteration 7Q: 3 clusters Score -467603.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -467650.031250 Penalty: 4259.937012
	Iteration 8Q: 3 clusters Score -467650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -467684.000000 Penalty: 4259.937012
	Iteration 9Q: 3 clusters Score -467684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -467721.031250 Penalty: 4259.937012
	Iteration 10Q: 3 clusters Score -467721 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -467770.593750 Penalty: 4259.937012
	Iteration 11Q: 3 clusters Score -467770.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -467817.218750 Penalty: 4259.937012
	Iteration 12Q: 3 clusters Score -467817.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -467854.187500 Penalty: 4259.937012
	Iteration 13Q: 3 clusters Score -467854.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -467888.125000 Penalty: 4259.937012
	Iteration 14Q: 3 clusters Score -467888.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -467924.250000 Penalty: 4259.937012
	Iteration 15Q: 3 clusters Score -467924.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -467962.375000 Penalty: 4259.937012
	Iteration 16Q: 3 clusters Score -467962.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -468008.812500 Penalty: 4259.937012
	Iteration 17Q: 3 clusters Score -468008.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -468066.687500 Penalty: 4259.937012
	Iteration 18Q: 3 clusters Score -468066.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -468145.718750 Penalty: 4259.937012
	Iteration 19Q: 3 clusters Score -468145.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -468239.781250 Penalty: 4259.937012
	Iteration 20F: 3 clusters Score -468239.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -468340.375000 Penalty: 4259.937012
	Iteration 21Q: 3 clusters Score -468340.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -468420.562500 Penalty: 4259.937012
	Iteration 22Q: 3 clusters Score -468420.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -468486.750000 Penalty: 4259.937012
	Iteration 23Q: 3 clusters Score -468486.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -468540.968750 Penalty: 4259.937012
	Iteration 24Q: 3 clusters Score -468541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -468583.812500 Penalty: 4259.937012
	Iteration 25Q: 3 clusters Score -468583.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -468625.781250 Penalty: 4259.937012
	Iteration 26Q: 3 clusters Score -468625.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -468661.812500 Penalty: 4259.937012
	Iteration 27Q: 3 clusters Score -468661.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -468691.156250 Penalty: 4259.937012
	Iteration 28Q: 3 clusters Score -468691.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -468717.468750 Penalty: 4259.937012
	Iteration 29Q: 3 clusters Score -468717.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -468743.250000 Penalty: 4259.937012
	Iteration 30Q: 3 clusters Score -468743.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -468764.500000 Penalty: 4259.937012
	Iteration 31Q: 3 clusters Score -468764.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -468778.343750 Penalty: 4259.937012
	Iteration 32Q: 3 clusters Score -468778.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -468789.000000 Penalty: 4259.937012
	Iteration 33Q: 3 clusters Score -468789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -468794.937500 Penalty: 4259.937012
	Iteration 34Q: 3 clusters Score -468794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -468800.718750 Penalty: 4259.937012
	Iteration 35Q: 3 clusters Score -468800.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -468802.625000 Penalty: 4259.937012
	Iteration 36Q: 3 clusters Score -468802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -468805.437500 Penalty: 4259.937012
	Iteration 37Q: 3 clusters Score -468805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -468806.875000 Penalty: 4259.937012
	Iteration 38Q: 3 clusters Score -468806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -468809.343750 Penalty: 4259.937012
	Iteration 39Q: 3 clusters Score -468809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -468812.500000 Penalty: 4259.937012
	Iteration 40F: 3 clusters Score -468812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -468813.656250 Penalty: 4259.937012
	Iteration 41Q: 3 clusters Score -468813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -468814.187500 Penalty: 4259.937012
	Iteration 42Q: 3 clusters Score -468814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -468814.218750 Penalty: 4259.937012
	Iteration 43Q: 3 clusters Score -468814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -468814.187500 Penalty: 4259.937012
	Iteration 44Q: 3 clusters Score -468814.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -468814.187500 Penalty: 4259.937012
	Iteration 45F: 3 clusters Score -468814.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Entering Unmasked Estep 
Score: -1017212.500000 Penalty: 2335.947266
	Iteration 0F: 2 clusters Score -1017212 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 6259 members 
Entering Unmasked Estep 
Score: -1008144.437500 Penalty: 4671.894531
	Iteration 0F: 3 clusters Score -1008144 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1011065.062500 Penalty: 4671.894531
	Iteration 1F: 3 clusters Score -1011065 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1011716.187500 Penalty: 4671.894531
	Iteration 2F: 3 clusters Score -1011716 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1012426.250000 Penalty: 4671.894531
	Iteration 3F: 3 clusters Score -1012426 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1013150.437500 Penalty: 4671.894531
	Iteration 4F: 3 clusters Score -1013150 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1013871.125000 Penalty: 4671.894531
	Iteration 5F: 3 clusters Score -1013871 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1014463.375000 Penalty: 4671.894531
	Iteration 6F: 3 clusters Score -1014463 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1014883.687500 Penalty: 4671.894531
	Iteration 7Q: 3 clusters Score -1014884 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1015226.812500 Penalty: 4671.894531
	Iteration 8Q: 3 clusters Score -1015227 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1015457.250000 Penalty: 4671.894531
	Iteration 9Q: 3 clusters Score -1015457 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1015634.437500 Penalty: 4671.894531
	Iteration 10Q: 3 clusters Score -1015634 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1015766.250000 Penalty: 4671.894531
	Iteration 11Q: 3 clusters Score -1015766 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1015838.937500 Penalty: 4671.894531
	Iteration 12Q: 3 clusters Score -1015839 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1015885.312500 Penalty: 4671.894531
	Iteration 13Q: 3 clusters Score -1015885 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1015921.625000 Penalty: 4671.894531
	Iteration 14Q: 3 clusters Score -1015922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1015948.250000 Penalty: 4671.894531
	Iteration 15Q: 3 clusters Score -1015948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1015972.000000 Penalty: 4671.894531
	Iteration 16Q: 3 clusters Score -1015972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1015988.312500 Penalty: 4671.894531
	Iteration 17Q: 3 clusters Score -1015988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1015993.937500 Penalty: 4671.894531
	Iteration 18Q: 3 clusters Score -1015994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1016003.875000 Penalty: 4671.894531
	Iteration 19Q: 3 clusters Score -1016004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1016005.750000 Penalty: 4671.894531
	Iteration 20F: 3 clusters Score -1016006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1016008.500000 Penalty: 4671.894531
	Iteration 21Q: 3 clusters Score -1016008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1016009.062500 Penalty: 4671.894531
	Iteration 22Q: 3 clusters Score -1016009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1016009.437500 Penalty: 4671.894531
	Iteration 23Q: 3 clusters Score -1016009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1016010.625000 Penalty: 4671.894531
	Iteration 24Q: 3 clusters Score -1016011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1016013.125000 Penalty: 4671.894531
	Iteration 25Q: 3 clusters Score -1016013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1016014.000000 Penalty: 4671.894531
	Iteration 26Q: 3 clusters Score -1016014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1016016.625000 Penalty: 4671.894531
	Iteration 27Q: 3 clusters Score -1016017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1016020.562500 Penalty: 4671.894531
	Iteration 28Q: 3 clusters Score -1016021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1016019.875000 Penalty: 4671.894531
	Iteration 29Q: 3 clusters Score -1016020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1016019.437500 Penalty: 4671.894531
	Iteration 30Q: 3 clusters Score -1016019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1016020.437500 Penalty: 4671.894531
	Iteration 31Q: 3 clusters Score -1016020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1016021.000000 Penalty: 4671.894531
	Iteration 32Q: 3 clusters Score -1016021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1016021.000000 Penalty: 4671.894531
	Iteration 33F: 3 clusters Score -1016021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Entering Unmasked Estep 
Score: -835295.250000 Penalty: 2298.334229
	Iteration 0F: 2 clusters Score -835295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -827299.375000 Penalty: 4596.668457
	Iteration 0F: 3 clusters Score -827299.4 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -829841.000000 Penalty: 4596.668457
	Iteration 1F: 3 clusters Score -829841 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -830310.812500 Penalty: 4596.668457
	Iteration 2F: 3 clusters Score -830310.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -830665.125000 Penalty: 4596.668457
	Iteration 3F: 3 clusters Score -830665.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -830973.125000 Penalty: 4596.668457
	Iteration 4Q: 3 clusters Score -830973.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -831373.875000 Penalty: 4596.668457
	Iteration 5F: 3 clusters Score -831373.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -831818.312500 Penalty: 4596.668457
	Iteration 6F: 3 clusters Score -831818.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -832218.625000 Penalty: 4596.668457
	Iteration 7Q: 3 clusters Score -832218.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -832589.625000 Penalty: 4596.668457
	Iteration 8Q: 3 clusters Score -832589.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -832918.750000 Penalty: 4596.668457
	Iteration 9Q: 3 clusters Score -832918.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -833204.125000 Penalty: 4596.668457
	Iteration 10Q: 3 clusters Score -833204.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -833435.250000 Penalty: 4596.668457
	Iteration 11Q: 3 clusters Score -833435.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -833598.562500 Penalty: 4596.668457
	Iteration 12Q: 3 clusters Score -833598.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -833690.187500 Penalty: 4596.668457
	Iteration 13Q: 3 clusters Score -833690.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -833758.062500 Penalty: 4596.668457
	Iteration 14Q: 3 clusters Score -833758.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -833823.812500 Penalty: 4596.668457
	Iteration 15Q: 3 clusters Score -833823.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -833869.000000 Penalty: 4596.668457
	Iteration 16Q: 3 clusters Score -833869 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -833905.500000 Penalty: 4596.668457
	Iteration 17Q: 3 clusters Score -833905.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -833949.187500 Penalty: 4596.668457
	Iteration 18Q: 3 clusters Score -833949.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -833990.750000 Penalty: 4596.668457
	Iteration 19Q: 3 clusters Score -833990.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -834023.875000 Penalty: 4596.668457
	Iteration 20F: 3 clusters Score -834023.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -834046.312500 Penalty: 4596.668457
	Iteration 21Q: 3 clusters Score -834046.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -834068.437500 Penalty: 4596.668457
	Iteration 22Q: 3 clusters Score -834068.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -834085.625000 Penalty: 4596.668457
	Iteration 23Q: 3 clusters Score -834085.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -834096.562500 Penalty: 4596.668457
	Iteration 24Q: 3 clusters Score -834096.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -834107.062500 Penalty: 4596.668457
	Iteration 25Q: 3 clusters Score -834107.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -834114.125000 Penalty: 4596.668457
	Iteration 26Q: 3 clusters Score -834114.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -834123.187500 Penalty: 4596.668457
	Iteration 27Q: 3 clusters Score -834123.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -834131.312500 Penalty: 4596.668457
	Iteration 28Q: 3 clusters Score -834131.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -834138.375000 Penalty: 4596.668457
	Iteration 29Q: 3 clusters Score -834138.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -834147.375000 Penalty: 4596.668457
	Iteration 30Q: 3 clusters Score -834147.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -834156.000000 Penalty: 4596.668457
	Iteration 31Q: 3 clusters Score -834156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -834164.000000 Penalty: 4596.668457
	Iteration 32Q: 3 clusters Score -834164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -834174.937500 Penalty: 4596.668457
	Iteration 33Q: 3 clusters Score -834174.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -834188.250000 Penalty: 4596.668457
	Iteration 34Q: 3 clusters Score -834188.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -834205.062500 Penalty: 4596.668457
	Iteration 35Q: 3 clusters Score -834205.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -834216.937500 Penalty: 4596.668457
	Iteration 36Q: 3 clusters Score -834216.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -834231.437500 Penalty: 4596.668457
	Iteration 37Q: 3 clusters Score -834231.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -834249.000000 Penalty: 4596.668457
	Iteration 38Q: 3 clusters Score -834249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -834267.125000 Penalty: 4596.668457
	Iteration 39Q: 3 clusters Score -834267.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -834286.687500 Penalty: 4596.668457
	Iteration 40F: 3 clusters Score -834286.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -834303.562500 Penalty: 4596.668457
	Iteration 41Q: 3 clusters Score -834303.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -834332.750000 Penalty: 4596.668457
	Iteration 42Q: 3 clusters Score -834332.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -834363.687500 Penalty: 4596.668457
	Iteration 43Q: 3 clusters Score -834363.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -834391.312500 Penalty: 4596.668457
	Iteration 44Q: 3 clusters Score -834391.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -834424.375000 Penalty: 4596.668457
	Iteration 45Q: 3 clusters Score -834424.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -834447.437500 Penalty: 4596.668457
	Iteration 46Q: 3 clusters Score -834447.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -834460.125000 Penalty: 4596.668457
	Iteration 47Q: 3 clusters Score -834460.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -834475.312500 Penalty: 4596.668457
	Iteration 48Q: 3 clusters Score -834475.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -834483.250000 Penalty: 4596.668457
	Iteration 49Q: 3 clusters Score -834483.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -834486.062500 Penalty: 4596.668457
	Iteration 50Q: 3 clusters Score -834486.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -834489.312500 Penalty: 4596.668457
	Iteration 51Q: 3 clusters Score -834489.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -834490.562500 Penalty: 4596.668457
	Iteration 52Q: 3 clusters Score -834490.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -834493.125000 Penalty: 4596.668457
	Iteration 53Q: 3 clusters Score -834493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -834498.437500 Penalty: 4596.668457
	Iteration 54Q: 3 clusters Score -834498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -834501.437500 Penalty: 4596.668457
	Iteration 55Q: 3 clusters Score -834501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -834500.312500 Penalty: 4596.668457
	Iteration 56Q: 3 clusters Score -834500.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -834504.250000 Penalty: 4596.668457
	Iteration 57Q: 3 clusters Score -834504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -834505.312500 Penalty: 4596.668457
	Iteration 58Q: 3 clusters Score -834505.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -834509.687500 Penalty: 4596.668457
	Iteration 59Q: 3 clusters Score -834509.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -834513.687500 Penalty: 4596.668457
	Iteration 60F: 3 clusters Score -834513.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -834521.875000 Penalty: 4596.668457
	Iteration 61Q: 3 clusters Score -834521.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -834524.125000 Penalty: 4596.668457
	Iteration 62Q: 3 clusters Score -834524.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -834524.937500 Penalty: 4596.668457
	Iteration 63Q: 3 clusters Score -834524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -834528.000000 Penalty: 4596.668457
	Iteration 64Q: 3 clusters Score -834528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -834531.187500 Penalty: 4596.668457
	Iteration 65Q: 3 clusters Score -834531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -834532.625000 Penalty: 4596.668457
	Iteration 66Q: 3 clusters Score -834532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -834533.125000 Penalty: 4596.668457
	Iteration 67Q: 3 clusters Score -834533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -834533.812500 Penalty: 4596.668457
	Iteration 68Q: 3 clusters Score -834533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -834533.812500 Penalty: 4596.668457
	Iteration 69F: 3 clusters Score -834533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Entering Unmasked Estep 
Score: -360947.375000 Penalty: 2093.678955
	Iteration 0F: 2 clusters Score -360947.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -356670.437500 Penalty: 4187.357910
	Iteration 0F: 3 clusters Score -356670.4 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -357668.000000 Penalty: 4187.357910
	Iteration 1F: 3 clusters Score -357668 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -357895.593750 Penalty: 4187.357910
	Iteration 2F: 3 clusters Score -357895.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -358044.906250 Penalty: 4187.357910
	Iteration 3F: 3 clusters Score -358044.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -358146.937500 Penalty: 4187.357910
	Iteration 4Q: 3 clusters Score -358146.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -358222.500000 Penalty: 4187.357910
	Iteration 5Q: 3 clusters Score -358222.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -358294.812500 Penalty: 4187.357910
	Iteration 6Q: 3 clusters Score -358294.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -358361.625000 Penalty: 4187.357910
	Iteration 7Q: 3 clusters Score -358361.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -358454.843750 Penalty: 4187.357910
	Iteration 8Q: 3 clusters Score -358454.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -358558.843750 Penalty: 4187.357910
	Iteration 9Q: 3 clusters Score -358558.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -358675.406250 Penalty: 4187.357910
	Iteration 10Q: 3 clusters Score -358675.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -358801.781250 Penalty: 4187.357910
	Iteration 11Q: 3 clusters Score -358801.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -358941.875000 Penalty: 4187.357910
	Iteration 12Q: 3 clusters Score -358941.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -359092.031250 Penalty: 4187.357910
	Iteration 13Q: 3 clusters Score -359092 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -359239.281250 Penalty: 4187.357910
	Iteration 14Q: 3 clusters Score -359239.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -359375.718750 Penalty: 4187.357910
	Iteration 15Q: 3 clusters Score -359375.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -359470.968750 Penalty: 4187.357910
	Iteration 16Q: 3 clusters Score -359471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -359549.812500 Penalty: 4187.357910
	Iteration 17Q: 3 clusters Score -359549.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -359611.187500 Penalty: 4187.357910
	Iteration 18Q: 3 clusters Score -359611.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -359650.843750 Penalty: 4187.357910
	Iteration 19Q: 3 clusters Score -359650.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -359678.031250 Penalty: 4187.357910
	Iteration 20F: 3 clusters Score -359678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -359698.593750 Penalty: 4187.357910
	Iteration 21Q: 3 clusters Score -359698.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -359711.593750 Penalty: 4187.357910
	Iteration 22Q: 3 clusters Score -359711.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -359719.750000 Penalty: 4187.357910
	Iteration 23Q: 3 clusters Score -359719.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -359726.468750 Penalty: 4187.357910
	Iteration 24Q: 3 clusters Score -359726.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -359731.875000 Penalty: 4187.357910
	Iteration 25Q: 3 clusters Score -359731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -359742.250000 Penalty: 4187.357910
	Iteration 26Q: 3 clusters Score -359742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -359749.562500 Penalty: 4187.357910
	Iteration 27Q: 3 clusters Score -359749.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -359759.187500 Penalty: 4187.357910
	Iteration 28Q: 3 clusters Score -359759.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -359765.375000 Penalty: 4187.357910
	Iteration 29Q: 3 clusters Score -359765.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -359770.843750 Penalty: 4187.357910
	Iteration 30Q: 3 clusters Score -359770.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -359776.781250 Penalty: 4187.357910
	Iteration 31Q: 3 clusters Score -359776.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -359783.812500 Penalty: 4187.357910
	Iteration 32Q: 3 clusters Score -359783.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -359790.500000 Penalty: 4187.357910
	Iteration 33Q: 3 clusters Score -359790.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -359794.250000 Penalty: 4187.357910
	Iteration 34Q: 3 clusters Score -359794.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -359798.687500 Penalty: 4187.357910
	Iteration 35Q: 3 clusters Score -359798.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -359802.343750 Penalty: 4187.357910
	Iteration 36Q: 3 clusters Score -359802.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -359805.906250 Penalty: 4187.357910
	Iteration 37Q: 3 clusters Score -359805.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -359809.562500 Penalty: 4187.357910
	Iteration 38Q: 3 clusters Score -359809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -359810.625000 Penalty: 4187.357910
	Iteration 39Q: 3 clusters Score -359810.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -359812.062500 Penalty: 4187.357910
	Iteration 40F: 3 clusters Score -359812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -359814.312500 Penalty: 4187.357910
	Iteration 41Q: 3 clusters Score -359814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -359816.000000 Penalty: 4187.357910
	Iteration 42Q: 3 clusters Score -359816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -359815.937500 Penalty: 4187.357910
	Iteration 43Q: 3 clusters Score -359815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -359817.125000 Penalty: 4187.357910
	Iteration 44Q: 3 clusters Score -359817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -359818.000000 Penalty: 4187.357910
	Iteration 45Q: 3 clusters Score -359818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -359817.531250 Penalty: 4187.357910
	Iteration 46Q: 3 clusters Score -359817.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -359818.781250 Penalty: 4187.357910
	Iteration 47Q: 3 clusters Score -359818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -359819.968750 Penalty: 4187.357910
	Iteration 48Q: 3 clusters Score -359820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -359819.968750 Penalty: 4187.357910
	Iteration 49F: 3 clusters Score -359820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -695815.875000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -695815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -689842.437500 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -689842.4 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -691457.750000 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -691457.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -691774.750000 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -691774.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -692017.750000 Penalty: 4410.871582
	Iteration 3F: 3 clusters Score -692017.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -692259.875000 Penalty: 4410.871582
	Iteration 4F: 3 clusters Score -692259.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -692461.875000 Penalty: 4410.871582
	Iteration 5Q: 3 clusters Score -692461.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -692599.937500 Penalty: 4410.871582
	Iteration 6Q: 3 clusters Score -692599.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -692710.187500 Penalty: 4410.871582
	Iteration 7Q: 3 clusters Score -692710.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -692786.250000 Penalty: 4410.871582
	Iteration 8Q: 3 clusters Score -692786.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -692846.062500 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -692846.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -692903.562500 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -692903.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -692966.250000 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -692966.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -693030.000000 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -693030 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -693100.125000 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -693100.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -693178.562500 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -693178.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -693252.375000 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -693252.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -693322.125000 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -693322.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -693372.250000 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -693372.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -693406.250000 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -693406.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -693439.125000 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -693439.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -693460.312500 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -693460.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -693475.500000 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -693475.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -693488.125000 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -693488.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -693498.687500 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -693498.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -693513.750000 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -693513.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -693526.125000 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -693526.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -693534.375000 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -693534.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -693540.500000 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -693540.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -693543.625000 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -693543.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -693543.937500 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -693543.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -693547.500000 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -693547.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -693552.187500 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -693552.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -693551.750000 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -693551.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -693555.187500 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -693555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -693557.875000 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -693557.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -693560.125000 Penalty: 4410.871582
	Iteration 35Q: 3 clusters Score -693560.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -693562.187500 Penalty: 4410.871582
	Iteration 36Q: 3 clusters Score -693562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -693561.812500 Penalty: 4410.871582
	Iteration 37Q: 3 clusters Score -693561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -693562.687500 Penalty: 4410.871582
	Iteration 38Q: 3 clusters Score -693562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -693564.750000 Penalty: 4410.871582
	Iteration 39Q: 3 clusters Score -693564.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -693568.312500 Penalty: 4410.871582
	Iteration 40F: 3 clusters Score -693568.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -693569.437500 Penalty: 4410.871582
	Iteration 41Q: 3 clusters Score -693569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -693569.562500 Penalty: 4410.871582
	Iteration 42Q: 3 clusters Score -693569.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -693569.875000 Penalty: 4410.871582
	Iteration 43Q: 3 clusters Score -693569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -693571.562500 Penalty: 4410.871582
	Iteration 44Q: 3 clusters Score -693571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -693573.187500 Penalty: 4410.871582
	Iteration 45Q: 3 clusters Score -693573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -693573.875000 Penalty: 4410.871582
	Iteration 46Q: 3 clusters Score -693573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -693573.875000 Penalty: 4410.871582
	Iteration 47F: 3 clusters Score -693573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Entering Unmasked Estep 
Score: -574975.000000 Penalty: 2197.579590
	Iteration 0F: 2 clusters Score -574975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -569184.125000 Penalty: 4395.159180
	Iteration 0F: 3 clusters Score -569184.1 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -570762.437500 Penalty: 4395.159180
	Iteration 1F: 3 clusters Score -570762.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -571060.687500 Penalty: 4395.159180
	Iteration 2F: 3 clusters Score -571060.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -571258.562500 Penalty: 4395.159180
	Iteration 3F: 3 clusters Score -571258.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -571395.750000 Penalty: 4395.159180
	Iteration 4Q: 3 clusters Score -571395.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -571499.437500 Penalty: 4395.159180
	Iteration 5Q: 3 clusters Score -571499.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -571594.750000 Penalty: 4395.159180
	Iteration 6Q: 3 clusters Score -571594.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -571688.437500 Penalty: 4395.159180
	Iteration 7Q: 3 clusters Score -571688.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -571792.687500 Penalty: 4395.159180
	Iteration 8Q: 3 clusters Score -571792.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -571890.062500 Penalty: 4395.159180
	Iteration 9Q: 3 clusters Score -571890.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -571977.250000 Penalty: 4395.159180
	Iteration 10Q: 3 clusters Score -571977.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -572068.500000 Penalty: 4395.159180
	Iteration 11Q: 3 clusters Score -572068.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -572138.187500 Penalty: 4395.159180
	Iteration 12Q: 3 clusters Score -572138.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -572208.125000 Penalty: 4395.159180
	Iteration 13Q: 3 clusters Score -572208.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -572270.312500 Penalty: 4395.159180
	Iteration 14Q: 3 clusters Score -572270.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -572339.250000 Penalty: 4395.159180
	Iteration 15Q: 3 clusters Score -572339.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -572422.125000 Penalty: 4395.159180
	Iteration 16Q: 3 clusters Score -572422.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -572501.312500 Penalty: 4395.159180
	Iteration 17Q: 3 clusters Score -572501.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -572558.250000 Penalty: 4395.159180
	Iteration 18Q: 3 clusters Score -572558.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -572611.312500 Penalty: 4395.159180
	Iteration 19Q: 3 clusters Score -572611.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -572660.937500 Penalty: 4395.159180
	Iteration 20F: 3 clusters Score -572660.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -572712.500000 Penalty: 4395.159180
	Iteration 21Q: 3 clusters Score -572712.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -572761.750000 Penalty: 4395.159180
	Iteration 22Q: 3 clusters Score -572761.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -572804.562500 Penalty: 4395.159180
	Iteration 23Q: 3 clusters Score -572804.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -572851.250000 Penalty: 4395.159180
	Iteration 24Q: 3 clusters Score -572851.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -572904.375000 Penalty: 4395.159180
	Iteration 25Q: 3 clusters Score -572904.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -572965.937500 Penalty: 4395.159180
	Iteration 26Q: 3 clusters Score -572965.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -573023.000000 Penalty: 4395.159180
	Iteration 27Q: 3 clusters Score -573023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -573073.875000 Penalty: 4395.159180
	Iteration 28Q: 3 clusters Score -573073.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -573110.437500 Penalty: 4395.159180
	Iteration 29Q: 3 clusters Score -573110.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -573134.937500 Penalty: 4395.159180
	Iteration 30Q: 3 clusters Score -573134.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -573148.187500 Penalty: 4395.159180
	Iteration 31Q: 3 clusters Score -573148.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -573157.750000 Penalty: 4395.159180
	Iteration 32Q: 3 clusters Score -573157.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -573164.625000 Penalty: 4395.159180
	Iteration 33Q: 3 clusters Score -573164.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -573170.187500 Penalty: 4395.159180
	Iteration 34Q: 3 clusters Score -573170.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -573173.000000 Penalty: 4395.159180
	Iteration 35Q: 3 clusters Score -573173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -573176.250000 Penalty: 4395.159180
	Iteration 36Q: 3 clusters Score -573176.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -573180.312500 Penalty: 4395.159180
	Iteration 37Q: 3 clusters Score -573180.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -573182.500000 Penalty: 4395.159180
	Iteration 38Q: 3 clusters Score -573182.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -573184.312500 Penalty: 4395.159180
	Iteration 39Q: 3 clusters Score -573184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -573186.875000 Penalty: 4395.159180
	Iteration 40F: 3 clusters Score -573186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -573187.562500 Penalty: 4395.159180
	Iteration 41Q: 3 clusters Score -573187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -573189.750000 Penalty: 4395.159180
	Iteration 42Q: 3 clusters Score -573189.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -573190.000000 Penalty: 4395.159180
	Iteration 43Q: 3 clusters Score -573190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -573191.750000 Penalty: 4395.159180
	Iteration 44Q: 3 clusters Score -573191.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -573196.625000 Penalty: 4395.159180
	Iteration 45Q: 3 clusters Score -573196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -573198.437500 Penalty: 4395.159180
	Iteration 46Q: 3 clusters Score -573198.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -573198.125000 Penalty: 4395.159180
	Iteration 47Q: 3 clusters Score -573198.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -573201.000000 Penalty: 4395.159180
	Iteration 48Q: 3 clusters Score -573201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -573202.312500 Penalty: 4395.159180
	Iteration 49Q: 3 clusters Score -573202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -573204.125000 Penalty: 4395.159180
	Iteration 50Q: 3 clusters Score -573204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -573206.812500 Penalty: 4395.159180
	Iteration 51Q: 3 clusters Score -573206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -573207.187500 Penalty: 4395.159180
	Iteration 52Q: 3 clusters Score -573207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -573207.500000 Penalty: 4395.159180
	Iteration 53Q: 3 clusters Score -573207.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -573210.125000 Penalty: 4395.159180
	Iteration 54Q: 3 clusters Score -573210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -573210.437500 Penalty: 4395.159180
	Iteration 55Q: 3 clusters Score -573210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -573211.875000 Penalty: 4395.159180
	Iteration 56Q: 3 clusters Score -573211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -573216.000000 Penalty: 4395.159180
	Iteration 57Q: 3 clusters Score -573216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -573219.125000 Penalty: 4395.159180
	Iteration 58Q: 3 clusters Score -573219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -573219.750000 Penalty: 4395.159180
	Iteration 59Q: 3 clusters Score -573219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -573220.437500 Penalty: 4395.159180
	Iteration 60F: 3 clusters Score -573220.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -573224.812500 Penalty: 4395.159180
	Iteration 61Q: 3 clusters Score -573224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -573225.937500 Penalty: 4395.159180
	Iteration 62Q: 3 clusters Score -573225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -573227.375000 Penalty: 4395.159180
	Iteration 63Q: 3 clusters Score -573227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -573228.000000 Penalty: 4395.159180
	Iteration 64Q: 3 clusters Score -573228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -573228.625000 Penalty: 4395.159180
	Iteration 65Q: 3 clusters Score -573228.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -573228.625000 Penalty: 4395.159180
	Iteration 66F: 3 clusters Score -573228.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Entering Unmasked Estep 
Score: -880105.375000 Penalty: 2284.238770
	Iteration 0F: 2 clusters Score -880105.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -872393.937500 Penalty: 4568.477539
	Iteration 0F: 3 clusters Score -872393.9 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -874501.937500 Penalty: 4568.477539
	Iteration 1F: 3 clusters Score -874501.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -874792.187500 Penalty: 4568.477539
	Iteration 2F: 3 clusters Score -874792.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -874985.500000 Penalty: 4568.477539
	Iteration 3Q: 3 clusters Score -874985.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -875126.750000 Penalty: 4568.477539
	Iteration 4Q: 3 clusters Score -875126.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -875219.625000 Penalty: 4568.477539
	Iteration 5Q: 3 clusters Score -875219.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -875298.312500 Penalty: 4568.477539
	Iteration 6Q: 3 clusters Score -875298.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -875365.125000 Penalty: 4568.477539
	Iteration 7Q: 3 clusters Score -875365.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -875419.000000 Penalty: 4568.477539
	Iteration 8Q: 3 clusters Score -875419 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -875478.750000 Penalty: 4568.477539
	Iteration 9Q: 3 clusters Score -875478.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -875517.062500 Penalty: 4568.477539
	Iteration 10Q: 3 clusters Score -875517.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -875555.750000 Penalty: 4568.477539
	Iteration 11Q: 3 clusters Score -875555.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -875590.000000 Penalty: 4568.477539
	Iteration 12Q: 3 clusters Score -875590 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -875623.812500 Penalty: 4568.477539
	Iteration 13Q: 3 clusters Score -875623.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -875650.187500 Penalty: 4568.477539
	Iteration 14Q: 3 clusters Score -875650.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -875680.250000 Penalty: 4568.477539
	Iteration 15Q: 3 clusters Score -875680.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -875707.250000 Penalty: 4568.477539
	Iteration 16Q: 3 clusters Score -875707.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -875733.000000 Penalty: 4568.477539
	Iteration 17Q: 3 clusters Score -875733 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -875760.812500 Penalty: 4568.477539
	Iteration 18Q: 3 clusters Score -875760.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -875795.125000 Penalty: 4568.477539
	Iteration 19Q: 3 clusters Score -875795.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -875832.562500 Penalty: 4568.477539
	Iteration 20F: 3 clusters Score -875832.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -875883.312500 Penalty: 4568.477539
	Iteration 21Q: 3 clusters Score -875883.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -875947.062500 Penalty: 4568.477539
	Iteration 22Q: 3 clusters Score -875947.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -876017.000000 Penalty: 4568.477539
	Iteration 23Q: 3 clusters Score -876017 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -876103.500000 Penalty: 4568.477539
	Iteration 24Q: 3 clusters Score -876103.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -876210.750000 Penalty: 4568.477539
	Iteration 25Q: 3 clusters Score -876210.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -876341.812500 Penalty: 4568.477539
	Iteration 26Q: 3 clusters Score -876341.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -876500.750000 Penalty: 4568.477539
	Iteration 27Q: 3 clusters Score -876500.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -876682.937500 Penalty: 4568.477539
	Iteration 28Q: 3 clusters Score -876682.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -876882.250000 Penalty: 4568.477539
	Iteration 29Q: 3 clusters Score -876882.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -877072.500000 Penalty: 4568.477539
	Iteration 30Q: 3 clusters Score -877072.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -877240.187500 Penalty: 4568.477539
	Iteration 31Q: 3 clusters Score -877240.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -877403.875000 Penalty: 4568.477539
	Iteration 32Q: 3 clusters Score -877403.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -877542.500000 Penalty: 4568.477539
	Iteration 33Q: 3 clusters Score -877542.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -877635.062500 Penalty: 4568.477539
	Iteration 34Q: 3 clusters Score -877635.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -877708.250000 Penalty: 4568.477539
	Iteration 35Q: 3 clusters Score -877708.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -877765.437500 Penalty: 4568.477539
	Iteration 36Q: 3 clusters Score -877765.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -877806.250000 Penalty: 4568.477539
	Iteration 37Q: 3 clusters Score -877806.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -877845.687500 Penalty: 4568.477539
	Iteration 38Q: 3 clusters Score -877845.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -877877.250000 Penalty: 4568.477539
	Iteration 39Q: 3 clusters Score -877877.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -877901.000000 Penalty: 4568.477539
	Iteration 40F: 3 clusters Score -877901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -877918.937500 Penalty: 4568.477539
	Iteration 41Q: 3 clusters Score -877918.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -877939.562500 Penalty: 4568.477539
	Iteration 42Q: 3 clusters Score -877939.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -877953.687500 Penalty: 4568.477539
	Iteration 43Q: 3 clusters Score -877953.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -877975.562500 Penalty: 4568.477539
	Iteration 44Q: 3 clusters Score -877975.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -877991.625000 Penalty: 4568.477539
	Iteration 45Q: 3 clusters Score -877991.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -878005.625000 Penalty: 4568.477539
	Iteration 46Q: 3 clusters Score -878005.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -878022.375000 Penalty: 4568.477539
	Iteration 47Q: 3 clusters Score -878022.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -878029.062500 Penalty: 4568.477539
	Iteration 48Q: 3 clusters Score -878029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -878038.375000 Penalty: 4568.477539
	Iteration 49Q: 3 clusters Score -878038.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -878047.062500 Penalty: 4568.477539
	Iteration 50Q: 3 clusters Score -878047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -878052.500000 Penalty: 4568.477539
	Iteration 51Q: 3 clusters Score -878052.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -878055.562500 Penalty: 4568.477539
	Iteration 52Q: 3 clusters Score -878055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -878061.812500 Penalty: 4568.477539
	Iteration 53Q: 3 clusters Score -878061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -878064.750000 Penalty: 4568.477539
	Iteration 54Q: 3 clusters Score -878064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -878070.312500 Penalty: 4568.477539
	Iteration 55Q: 3 clusters Score -878070.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -878071.875000 Penalty: 4568.477539
	Iteration 56Q: 3 clusters Score -878071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -878075.437500 Penalty: 4568.477539
	Iteration 57Q: 3 clusters Score -878075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -878080.125000 Penalty: 4568.477539
	Iteration 58Q: 3 clusters Score -878080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -878084.000000 Penalty: 4568.477539
	Iteration 59Q: 3 clusters Score -878084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -878083.187500 Penalty: 4568.477539
	Iteration 60F: 3 clusters Score -878083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Entering Unmasked Estep 
Score: -653133.750000 Penalty: 2235.824219
	Iteration 0F: 2 clusters Score -653133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -646625.000000 Penalty: 4471.648438
	Iteration 0F: 3 clusters Score -646625 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -648436.937500 Penalty: 4471.648438
	Iteration 1F: 3 clusters Score -648436.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -648772.875000 Penalty: 4471.648438
	Iteration 2F: 3 clusters Score -648772.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -649106.187500 Penalty: 4471.648438
	Iteration 3F: 3 clusters Score -649106.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -649405.500000 Penalty: 4471.648438
	Iteration 4F: 3 clusters Score -649405.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -649674.000000 Penalty: 4471.648438
	Iteration 5F: 3 clusters Score -649674 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -649872.000000 Penalty: 4471.648438
	Iteration 6Q: 3 clusters Score -649872 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -650069.000000 Penalty: 4471.648438
	Iteration 7Q: 3 clusters Score -650069 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -650286.750000 Penalty: 4471.648438
	Iteration 8Q: 3 clusters Score -650286.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -650496.375000 Penalty: 4471.648438
	Iteration 9Q: 3 clusters Score -650496.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -650697.375000 Penalty: 4471.648438
	Iteration 10Q: 3 clusters Score -650697.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -650885.937500 Penalty: 4471.648438
	Iteration 11Q: 3 clusters Score -650885.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -651031.750000 Penalty: 4471.648438
	Iteration 12Q: 3 clusters Score -651031.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -651161.750000 Penalty: 4471.648438
	Iteration 13Q: 3 clusters Score -651161.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -651286.500000 Penalty: 4471.648438
	Iteration 14Q: 3 clusters Score -651286.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -651376.375000 Penalty: 4471.648438
	Iteration 15Q: 3 clusters Score -651376.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -651443.937500 Penalty: 4471.648438
	Iteration 16Q: 3 clusters Score -651443.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -651480.187500 Penalty: 4471.648438
	Iteration 17Q: 3 clusters Score -651480.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -651499.687500 Penalty: 4471.648438
	Iteration 18Q: 3 clusters Score -651499.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -651513.812500 Penalty: 4471.648438
	Iteration 19Q: 3 clusters Score -651513.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -651526.562500 Penalty: 4471.648438
	Iteration 20F: 3 clusters Score -651526.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -651536.000000 Penalty: 4471.648438
	Iteration 21Q: 3 clusters Score -651536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -651548.937500 Penalty: 4471.648438
	Iteration 22Q: 3 clusters Score -651548.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -651554.000000 Penalty: 4471.648438
	Iteration 23Q: 3 clusters Score -651554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -651556.687500 Penalty: 4471.648438
	Iteration 24Q: 3 clusters Score -651556.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -651561.750000 Penalty: 4471.648438
	Iteration 25Q: 3 clusters Score -651561.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -651567.250000 Penalty: 4471.648438
	Iteration 26Q: 3 clusters Score -651567.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -651571.687500 Penalty: 4471.648438
	Iteration 27Q: 3 clusters Score -651571.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -651573.375000 Penalty: 4471.648438
	Iteration 28Q: 3 clusters Score -651573.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -651576.125000 Penalty: 4471.648438
	Iteration 29Q: 3 clusters Score -651576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -651578.000000 Penalty: 4471.648438
	Iteration 30Q: 3 clusters Score -651578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -651580.750000 Penalty: 4471.648438
	Iteration 31Q: 3 clusters Score -651580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -651580.500000 Penalty: 4471.648438
	Iteration 32Q: 3 clusters Score -651580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -651579.187500 Penalty: 4471.648438
	Iteration 33Q: 3 clusters Score -651579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -651579.187500 Penalty: 4471.648438
	Iteration 34F: 3 clusters Score -651579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Entering Unmasked Estep 
Score: -1024561.937500 Penalty: 2322.082031
	Iteration 0F: 2 clusters Score -1024562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1015912.250000 Penalty: 4644.164062
	Iteration 0F: 3 clusters Score -1015912 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1018416.187500 Penalty: 4644.164062
	Iteration 1F: 3 clusters Score -1018416 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1018708.687500 Penalty: 4644.164062
	Iteration 2F: 3 clusters Score -1018709 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1018936.812500 Penalty: 4644.164062
	Iteration 3Q: 3 clusters Score -1018937 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1019148.625000 Penalty: 4644.164062
	Iteration 4Q: 3 clusters Score -1019149 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1019335.812500 Penalty: 4644.164062
	Iteration 5Q: 3 clusters Score -1019336 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1019495.562500 Penalty: 4644.164062
	Iteration 6Q: 3 clusters Score -1019496 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1019656.812500 Penalty: 4644.164062
	Iteration 7Q: 3 clusters Score -1019657 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1019823.250000 Penalty: 4644.164062
	Iteration 8Q: 3 clusters Score -1019823 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1019971.687500 Penalty: 4644.164062
	Iteration 9Q: 3 clusters Score -1019972 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1020127.312500 Penalty: 4644.164062
	Iteration 10Q: 3 clusters Score -1020127 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1020298.437500 Penalty: 4644.164062
	Iteration 11Q: 3 clusters Score -1020298 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1020484.125000 Penalty: 4644.164062
	Iteration 12Q: 3 clusters Score -1020484 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1020698.000000 Penalty: 4644.164062
	Iteration 13Q: 3 clusters Score -1020698 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1020929.687500 Penalty: 4644.164062
	Iteration 14Q: 3 clusters Score -1020930 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1021185.500000 Penalty: 4644.164062
	Iteration 15Q: 3 clusters Score -1021186 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1021493.250000 Penalty: 4644.164062
	Iteration 16Q: 3 clusters Score -1021493 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1021755.250000 Penalty: 4644.164062
	Iteration 17Q: 3 clusters Score -1021755 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1021966.750000 Penalty: 4644.164062
	Iteration 18Q: 3 clusters Score -1021967 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1022125.000000 Penalty: 4644.164062
	Iteration 19Q: 3 clusters Score -1022125 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1022246.875000 Penalty: 4644.164062
	Iteration 20F: 3 clusters Score -1022247 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1022370.500000 Penalty: 4644.164062
	Iteration 21Q: 3 clusters Score -1022370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1022443.500000 Penalty: 4644.164062
	Iteration 22Q: 3 clusters Score -1022444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1022503.750000 Penalty: 4644.164062
	Iteration 23Q: 3 clusters Score -1022504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1022560.562500 Penalty: 4644.164062
	Iteration 24Q: 3 clusters Score -1022561 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1022609.437500 Penalty: 4644.164062
	Iteration 25Q: 3 clusters Score -1022609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1022660.750000 Penalty: 4644.164062
	Iteration 26Q: 3 clusters Score -1022661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1022689.000000 Penalty: 4644.164062
	Iteration 27Q: 3 clusters Score -1022689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1022708.937500 Penalty: 4644.164062
	Iteration 28Q: 3 clusters Score -1022709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1022721.250000 Penalty: 4644.164062
	Iteration 29Q: 3 clusters Score -1022721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1022735.750000 Penalty: 4644.164062
	Iteration 30Q: 3 clusters Score -1022736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1022742.437500 Penalty: 4644.164062
	Iteration 31Q: 3 clusters Score -1022742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1022752.562500 Penalty: 4644.164062
	Iteration 32Q: 3 clusters Score -1022753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1022761.312500 Penalty: 4644.164062
	Iteration 33Q: 3 clusters Score -1022761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1022767.875000 Penalty: 4644.164062
	Iteration 34Q: 3 clusters Score -1022768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1022772.625000 Penalty: 4644.164062
	Iteration 35Q: 3 clusters Score -1022773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1022779.125000 Penalty: 4644.164062
	Iteration 36Q: 3 clusters Score -1022779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1022786.062500 Penalty: 4644.164062
	Iteration 37Q: 3 clusters Score -1022786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1022786.812500 Penalty: 4644.164062
	Iteration 38Q: 3 clusters Score -1022787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1022789.937500 Penalty: 4644.164062
	Iteration 39Q: 3 clusters Score -1022790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1022792.250000 Penalty: 4644.164062
	Iteration 40F: 3 clusters Score -1022792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1022792.875000 Penalty: 4644.164062
	Iteration 41Q: 3 clusters Score -1022793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1022792.875000 Penalty: 4644.164062
	Iteration 42F: 3 clusters Score -1022793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Entering Unmasked Estep 
Score: -1496605.375000 Penalty: 2418.401123
	Iteration 0F: 2 clusters Score -1496605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1484317.750000 Penalty: 4836.802246
	Iteration 0F: 3 clusters Score -1484318 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1488443.000000 Penalty: 4836.802246
	Iteration 1F: 3 clusters Score -1488443 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1488811.625000 Penalty: 4836.802246
	Iteration 2F: 3 clusters Score -1488812 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1489108.625000 Penalty: 4836.802246
	Iteration 3Q: 3 clusters Score -1489109 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1489365.000000 Penalty: 4836.802246
	Iteration 4Q: 3 clusters Score -1489365 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1489637.000000 Penalty: 4836.802246
	Iteration 5Q: 3 clusters Score -1489637 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1489910.125000 Penalty: 4836.802246
	Iteration 6Q: 3 clusters Score -1489910 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1490275.125000 Penalty: 4836.802246
	Iteration 7Q: 3 clusters Score -1490275 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1490728.625000 Penalty: 4836.802246
	Iteration 8Q: 3 clusters Score -1490729 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1491290.000000 Penalty: 4836.802246
	Iteration 9Q: 3 clusters Score -1491290 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1491976.000000 Penalty: 4836.802246
	Iteration 10F: 3 clusters Score -1491976 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1492692.000000 Penalty: 4836.802246
	Iteration 11F: 3 clusters Score -1492692 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1493368.875000 Penalty: 4836.802246
	Iteration 12Q: 3 clusters Score -1493369 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1493817.375000 Penalty: 4836.802246
	Iteration 13Q: 3 clusters Score -1493817 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1494097.875000 Penalty: 4836.802246
	Iteration 14Q: 3 clusters Score -1494098 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1494260.125000 Penalty: 4836.802246
	Iteration 15Q: 3 clusters Score -1494260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1494374.125000 Penalty: 4836.802246
	Iteration 16Q: 3 clusters Score -1494374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1494447.375000 Penalty: 4836.802246
	Iteration 17Q: 3 clusters Score -1494447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1494493.125000 Penalty: 4836.802246
	Iteration 18Q: 3 clusters Score -1494493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1494522.250000 Penalty: 4836.802246
	Iteration 19Q: 3 clusters Score -1494522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1494549.250000 Penalty: 4836.802246
	Iteration 20F: 3 clusters Score -1494549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1494566.875000 Penalty: 4836.802246
	Iteration 21Q: 3 clusters Score -1494567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1494574.375000 Penalty: 4836.802246
	Iteration 22Q: 3 clusters Score -1494574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1494579.750000 Penalty: 4836.802246
	Iteration 23Q: 3 clusters Score -1494580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1494581.375000 Penalty: 4836.802246
	Iteration 24Q: 3 clusters Score -1494581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1494582.125000 Penalty: 4836.802246
	Iteration 25Q: 3 clusters Score -1494582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1494584.875000 Penalty: 4836.802246
	Iteration 26Q: 3 clusters Score -1494585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1494591.375000 Penalty: 4836.802246
	Iteration 27Q: 3 clusters Score -1494591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1494597.625000 Penalty: 4836.802246
	Iteration 28Q: 3 clusters Score -1494598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1494605.250000 Penalty: 4836.802246
	Iteration 29Q: 3 clusters Score -1494605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1494610.750000 Penalty: 4836.802246
	Iteration 30Q: 3 clusters Score -1494611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1494612.750000 Penalty: 4836.802246
	Iteration 31Q: 3 clusters Score -1494613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1494613.000000 Penalty: 4836.802246
	Iteration 32Q: 3 clusters Score -1494613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1494618.000000 Penalty: 4836.802246
	Iteration 33Q: 3 clusters Score -1494618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1494621.875000 Penalty: 4836.802246
	Iteration 34Q: 3 clusters Score -1494622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1494621.875000 Penalty: 4836.802246
	Iteration 35F: 3 clusters Score -1494622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Entering Unmasked Estep 
Score: -753781.937500 Penalty: 2246.645020
	Iteration 0F: 2 clusters Score -753781.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -746991.062500 Penalty: 4493.290039
	Iteration 0F: 3 clusters Score -746991.1 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -748794.750000 Penalty: 4493.290039
	Iteration 1F: 3 clusters Score -748794.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -749072.625000 Penalty: 4493.290039
	Iteration 2F: 3 clusters Score -749072.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -749279.437500 Penalty: 4493.290039
	Iteration 3F: 3 clusters Score -749279.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -749399.500000 Penalty: 4493.290039
	Iteration 4Q: 3 clusters Score -749399.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -749489.937500 Penalty: 4493.290039
	Iteration 5Q: 3 clusters Score -749489.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -749563.000000 Penalty: 4493.290039
	Iteration 6Q: 3 clusters Score -749563 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -749636.687500 Penalty: 4493.290039
	Iteration 7Q: 3 clusters Score -749636.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -749698.625000 Penalty: 4493.290039
	Iteration 8Q: 3 clusters Score -749698.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -749758.250000 Penalty: 4493.290039
	Iteration 9Q: 3 clusters Score -749758.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -749813.187500 Penalty: 4493.290039
	Iteration 10Q: 3 clusters Score -749813.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -749864.812500 Penalty: 4493.290039
	Iteration 11Q: 3 clusters Score -749864.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -749914.500000 Penalty: 4493.290039
	Iteration 12Q: 3 clusters Score -749914.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -749971.875000 Penalty: 4493.290039
	Iteration 13Q: 3 clusters Score -749971.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -750031.562500 Penalty: 4493.290039
	Iteration 14Q: 3 clusters Score -750031.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -750082.437500 Penalty: 4493.290039
	Iteration 15Q: 3 clusters Score -750082.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -750150.125000 Penalty: 4493.290039
	Iteration 16Q: 3 clusters Score -750150.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -750212.437500 Penalty: 4493.290039
	Iteration 17Q: 3 clusters Score -750212.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -750285.500000 Penalty: 4493.290039
	Iteration 18Q: 3 clusters Score -750285.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -750355.312500 Penalty: 4493.290039
	Iteration 19Q: 3 clusters Score -750355.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -750419.000000 Penalty: 4493.290039
	Iteration 20F: 3 clusters Score -750419 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -750479.625000 Penalty: 4493.290039
	Iteration 21Q: 3 clusters Score -750479.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -750544.687500 Penalty: 4493.290039
	Iteration 22Q: 3 clusters Score -750544.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -750618.875000 Penalty: 4493.290039
	Iteration 23Q: 3 clusters Score -750618.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -750673.750000 Penalty: 4493.290039
	Iteration 24Q: 3 clusters Score -750673.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -750726.625000 Penalty: 4493.290039
	Iteration 25Q: 3 clusters Score -750726.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -750784.875000 Penalty: 4493.290039
	Iteration 26Q: 3 clusters Score -750784.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -750848.687500 Penalty: 4493.290039
	Iteration 27Q: 3 clusters Score -750848.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -750911.437500 Penalty: 4493.290039
	Iteration 28Q: 3 clusters Score -750911.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -750964.125000 Penalty: 4493.290039
	Iteration 29Q: 3 clusters Score -750964.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -751010.750000 Penalty: 4493.290039
	Iteration 30Q: 3 clusters Score -751010.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -751056.937500 Penalty: 4493.290039
	Iteration 31Q: 3 clusters Score -751056.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -751110.187500 Penalty: 4493.290039
	Iteration 32Q: 3 clusters Score -751110.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -751155.562500 Penalty: 4493.290039
	Iteration 33Q: 3 clusters Score -751155.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -751194.812500 Penalty: 4493.290039
	Iteration 34Q: 3 clusters Score -751194.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -751236.937500 Penalty: 4493.290039
	Iteration 35Q: 3 clusters Score -751236.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -751284.500000 Penalty: 4493.290039
	Iteration 36Q: 3 clusters Score -751284.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -751334.062500 Penalty: 4493.290039
	Iteration 37Q: 3 clusters Score -751334.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -751377.312500 Penalty: 4493.290039
	Iteration 38Q: 3 clusters Score -751377.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -751427.687500 Penalty: 4493.290039
	Iteration 39Q: 3 clusters Score -751427.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -751469.875000 Penalty: 4493.290039
	Iteration 40F: 3 clusters Score -751469.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -751503.125000 Penalty: 4493.290039
	Iteration 41Q: 3 clusters Score -751503.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -751532.500000 Penalty: 4493.290039
	Iteration 42Q: 3 clusters Score -751532.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -751562.312500 Penalty: 4493.290039
	Iteration 43Q: 3 clusters Score -751562.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -751590.062500 Penalty: 4493.290039
	Iteration 44Q: 3 clusters Score -751590.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -751614.562500 Penalty: 4493.290039
	Iteration 45Q: 3 clusters Score -751614.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -751641.687500 Penalty: 4493.290039
	Iteration 46Q: 3 clusters Score -751641.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -751662.062500 Penalty: 4493.290039
	Iteration 47Q: 3 clusters Score -751662.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -751682.187500 Penalty: 4493.290039
	Iteration 48Q: 3 clusters Score -751682.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -751693.687500 Penalty: 4493.290039
	Iteration 49Q: 3 clusters Score -751693.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -751707.000000 Penalty: 4493.290039
	Iteration 50Q: 3 clusters Score -751707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -751714.125000 Penalty: 4493.290039
	Iteration 51Q: 3 clusters Score -751714.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -751724.875000 Penalty: 4493.290039
	Iteration 52Q: 3 clusters Score -751724.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -751731.000000 Penalty: 4493.290039
	Iteration 53Q: 3 clusters Score -751731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -751735.062500 Penalty: 4493.290039
	Iteration 54Q: 3 clusters Score -751735.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -751739.750000 Penalty: 4493.290039
	Iteration 55Q: 3 clusters Score -751739.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -751743.062500 Penalty: 4493.290039
	Iteration 56Q: 3 clusters Score -751743.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -751750.687500 Penalty: 4493.290039
	Iteration 57Q: 3 clusters Score -751750.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -751754.500000 Penalty: 4493.290039
	Iteration 58Q: 3 clusters Score -751754.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -751761.062500 Penalty: 4493.290039
	Iteration 59Q: 3 clusters Score -751761.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -751765.750000 Penalty: 4493.290039
	Iteration 60F: 3 clusters Score -751765.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -751767.312500 Penalty: 4493.290039
	Iteration 61Q: 3 clusters Score -751767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -751768.812500 Penalty: 4493.290039
	Iteration 62Q: 3 clusters Score -751768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -751769.125000 Penalty: 4493.290039
	Iteration 63Q: 3 clusters Score -751769.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -751772.312500 Penalty: 4493.290039
	Iteration 64Q: 3 clusters Score -751772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -751771.187500 Penalty: 4493.290039
	Iteration 65Q: 3 clusters Score -751771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -751771.250000 Penalty: 4493.290039
	Iteration 66Q: 3 clusters Score -751771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -751772.562500 Penalty: 4493.290039
	Iteration 67Q: 3 clusters Score -751772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -751772.562500 Penalty: 4493.290039
	Iteration 68F: 3 clusters Score -751772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Entering Unmasked Estep 
Score: -2374071.500000 Penalty: 2548.682617
	Iteration 0F: 2 clusters Score -2374072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2354211.250000 Penalty: 5097.365234
	Iteration 0F: 3 clusters Score -2354211 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2361460.250000 Penalty: 5097.365234
	Iteration 1F: 3 clusters Score -2361460 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2361973.000000 Penalty: 5097.365234
	Iteration 2F: 3 clusters Score -2361973 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2362463.000000 Penalty: 5097.365234
	Iteration 3Q: 3 clusters Score -2362463 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2362941.000000 Penalty: 5097.365234
	Iteration 4Q: 3 clusters Score -2362941 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2363419.000000 Penalty: 5097.365234
	Iteration 5Q: 3 clusters Score -2363419 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2363906.250000 Penalty: 5097.365234
	Iteration 6Q: 3 clusters Score -2363906 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2364395.250000 Penalty: 5097.365234
	Iteration 7Q: 3 clusters Score -2364395 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2364879.500000 Penalty: 5097.365234
	Iteration 8Q: 3 clusters Score -2364880 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2365359.500000 Penalty: 5097.365234
	Iteration 9Q: 3 clusters Score -2365360 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2365839.500000 Penalty: 5097.365234
	Iteration 10Q: 3 clusters Score -2365840 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2366348.000000 Penalty: 5097.365234
	Iteration 11Q: 3 clusters Score -2366348 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2366787.750000 Penalty: 5097.365234
	Iteration 12Q: 3 clusters Score -2366788 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2367210.500000 Penalty: 5097.365234
	Iteration 13Q: 3 clusters Score -2367210 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2367629.000000 Penalty: 5097.365234
	Iteration 14Q: 3 clusters Score -2367629 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2368070.750000 Penalty: 5097.365234
	Iteration 15Q: 3 clusters Score -2368071 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2368454.250000 Penalty: 5097.365234
	Iteration 16Q: 3 clusters Score -2368454 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2368752.750000 Penalty: 5097.365234
	Iteration 17Q: 3 clusters Score -2368753 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2369011.750000 Penalty: 5097.365234
	Iteration 18Q: 3 clusters Score -2369012 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2369254.500000 Penalty: 5097.365234
	Iteration 19Q: 3 clusters Score -2369254 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2369454.000000 Penalty: 5097.365234
	Iteration 20F: 3 clusters Score -2369454 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2369625.250000 Penalty: 5097.365234
	Iteration 21Q: 3 clusters Score -2369625 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2369775.250000 Penalty: 5097.365234
	Iteration 22Q: 3 clusters Score -2369775 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2369928.500000 Penalty: 5097.365234
	Iteration 23Q: 3 clusters Score -2369928 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2370082.250000 Penalty: 5097.365234
	Iteration 24Q: 3 clusters Score -2370082 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2370244.000000 Penalty: 5097.365234
	Iteration 25Q: 3 clusters Score -2370244 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2370382.250000 Penalty: 5097.365234
	Iteration 26Q: 3 clusters Score -2370382 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2370508.750000 Penalty: 5097.365234
	Iteration 27Q: 3 clusters Score -2370509 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2370639.750000 Penalty: 5097.365234
	Iteration 28Q: 3 clusters Score -2370640 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2370777.750000 Penalty: 5097.365234
	Iteration 29Q: 3 clusters Score -2370778 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2370900.000000 Penalty: 5097.365234
	Iteration 30Q: 3 clusters Score -2370900 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2371011.250000 Penalty: 5097.365234
	Iteration 31Q: 3 clusters Score -2371011 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2371091.750000 Penalty: 5097.365234
	Iteration 32Q: 3 clusters Score -2371092 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2371174.000000 Penalty: 5097.365234
	Iteration 33Q: 3 clusters Score -2371174 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2371246.000000 Penalty: 5097.365234
	Iteration 34Q: 3 clusters Score -2371246 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2371308.750000 Penalty: 5097.365234
	Iteration 35Q: 3 clusters Score -2371309 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2371358.000000 Penalty: 5097.365234
	Iteration 36Q: 3 clusters Score -2371358 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2371398.000000 Penalty: 5097.365234
	Iteration 37Q: 3 clusters Score -2371398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2371426.750000 Penalty: 5097.365234
	Iteration 38Q: 3 clusters Score -2371427 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2371455.500000 Penalty: 5097.365234
	Iteration 39Q: 3 clusters Score -2371456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2371486.750000 Penalty: 5097.365234
	Iteration 40F: 3 clusters Score -2371487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2371527.250000 Penalty: 5097.365234
	Iteration 41Q: 3 clusters Score -2371527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2371538.750000 Penalty: 5097.365234
	Iteration 42Q: 3 clusters Score -2371539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2371556.250000 Penalty: 5097.365234
	Iteration 43Q: 3 clusters Score -2371556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2371564.000000 Penalty: 5097.365234
	Iteration 44Q: 3 clusters Score -2371564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2371573.750000 Penalty: 5097.365234
	Iteration 45Q: 3 clusters Score -2371574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2371589.500000 Penalty: 5097.365234
	Iteration 46Q: 3 clusters Score -2371590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2371603.250000 Penalty: 5097.365234
	Iteration 47Q: 3 clusters Score -2371603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2371619.750000 Penalty: 5097.365234
	Iteration 48Q: 3 clusters Score -2371620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2371637.000000 Penalty: 5097.365234
	Iteration 49Q: 3 clusters Score -2371637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2371651.250000 Penalty: 5097.365234
	Iteration 50Q: 3 clusters Score -2371651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2371663.750000 Penalty: 5097.365234
	Iteration 51Q: 3 clusters Score -2371664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2371682.250000 Penalty: 5097.365234
	Iteration 52Q: 3 clusters Score -2371682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2371702.000000 Penalty: 5097.365234
	Iteration 53Q: 3 clusters Score -2371702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2371727.000000 Penalty: 5097.365234
	Iteration 54Q: 3 clusters Score -2371727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2371745.500000 Penalty: 5097.365234
	Iteration 55Q: 3 clusters Score -2371746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2371759.750000 Penalty: 5097.365234
	Iteration 56Q: 3 clusters Score -2371760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2371767.750000 Penalty: 5097.365234
	Iteration 57Q: 3 clusters Score -2371768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2371769.750000 Penalty: 5097.365234
	Iteration 58Q: 3 clusters Score -2371770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2371772.500000 Penalty: 5097.365234
	Iteration 59Q: 3 clusters Score -2371772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2371777.250000 Penalty: 5097.365234
	Iteration 60F: 3 clusters Score -2371777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2371782.750000 Penalty: 5097.365234
	Iteration 61Q: 3 clusters Score -2371783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2371786.500000 Penalty: 5097.365234
	Iteration 62Q: 3 clusters Score -2371786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2371789.750000 Penalty: 5097.365234
	Iteration 63Q: 3 clusters Score -2371790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2371796.250000 Penalty: 5097.365234
	Iteration 64Q: 3 clusters Score -2371796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2371803.250000 Penalty: 5097.365234
	Iteration 65Q: 3 clusters Score -2371803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2371808.250000 Penalty: 5097.365234
	Iteration 66Q: 3 clusters Score -2371808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2371810.750000 Penalty: 5097.365234
	Iteration 67Q: 3 clusters Score -2371811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2371815.750000 Penalty: 5097.365234
	Iteration 68Q: 3 clusters Score -2371816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2371822.000000 Penalty: 5097.365234
	Iteration 69Q: 3 clusters Score -2371822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2371827.500000 Penalty: 5097.365234
	Iteration 70Q: 3 clusters Score -2371828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2371833.000000 Penalty: 5097.365234
	Iteration 71Q: 3 clusters Score -2371833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2371831.500000 Penalty: 5097.365234
	Iteration 72Q: 3 clusters Score -2371832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2371833.000000 Penalty: 5097.365234
	Iteration 73Q: 3 clusters Score -2371833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2371836.250000 Penalty: 5097.365234
	Iteration 74Q: 3 clusters Score -2371836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2371833.000000 Penalty: 5097.365234
	Iteration 75Q: 3 clusters Score -2371833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2371836.500000 Penalty: 5097.365234
	Iteration 76Q: 3 clusters Score -2371836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2371839.000000 Penalty: 5097.365234
	Iteration 77Q: 3 clusters Score -2371839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2371844.000000 Penalty: 5097.365234
	Iteration 78Q: 3 clusters Score -2371844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2371842.000000 Penalty: 5097.365234
	Iteration 79Q: 3 clusters Score -2371842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2371851.500000 Penalty: 5097.365234
	Iteration 80F: 3 clusters Score -2371852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2371852.250000 Penalty: 5097.365234
	Iteration 81Q: 3 clusters Score -2371852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2371849.750000 Penalty: 5097.365234
	Iteration 82Q: 3 clusters Score -2371850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2371854.250000 Penalty: 5097.365234
	Iteration 83Q: 3 clusters Score -2371854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2371853.000000 Penalty: 5097.365234
	Iteration 84Q: 3 clusters Score -2371853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2371851.500000 Penalty: 5097.365234
	Iteration 85Q: 3 clusters Score -2371852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2371851.250000 Penalty: 5097.365234
	Iteration 86Q: 3 clusters Score -2371851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2371851.000000 Penalty: 5097.365234
	Iteration 87Q: 3 clusters Score -2371851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2371852.250000 Penalty: 5097.365234
	Iteration 88Q: 3 clusters Score -2371852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2371850.750000 Penalty: 5097.365234
	Iteration 89Q: 3 clusters Score -2371851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2371849.500000 Penalty: 5097.365234
	Iteration 90Q: 3 clusters Score -2371850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2371849.750000 Penalty: 5097.365234
	Iteration 91Q: 3 clusters Score -2371850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2371852.000000 Penalty: 5097.365234
	Iteration 92Q: 3 clusters Score -2371852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2371853.250000 Penalty: 5097.365234
	Iteration 93Q: 3 clusters Score -2371853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2371853.250000 Penalty: 5097.365234
	Iteration 94F: 3 clusters Score -2371853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Entering Unmasked Estep 
Score: -296088.781250 Penalty: 2016.108521
	Iteration 0F: 2 clusters Score -296088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -292568.031250 Penalty: 4032.217041
	Iteration 0F: 3 clusters Score -292568 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -293308.156250 Penalty: 4032.217041
	Iteration 1F: 3 clusters Score -293308.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -293459.656250 Penalty: 4032.217041
	Iteration 2F: 3 clusters Score -293459.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -293537.000000 Penalty: 4032.217041
	Iteration 3Q: 3 clusters Score -293537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -293582.500000 Penalty: 4032.217041
	Iteration 4Q: 3 clusters Score -293582.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -293608.937500 Penalty: 4032.217041
	Iteration 5Q: 3 clusters Score -293608.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -293635.343750 Penalty: 4032.217041
	Iteration 6Q: 3 clusters Score -293635.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -293659.875000 Penalty: 4032.217041
	Iteration 7Q: 3 clusters Score -293659.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -293680.843750 Penalty: 4032.217041
	Iteration 8Q: 3 clusters Score -293680.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -293699.812500 Penalty: 4032.217041
	Iteration 9Q: 3 clusters Score -293699.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -293713.687500 Penalty: 4032.217041
	Iteration 10Q: 3 clusters Score -293713.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -293724.593750 Penalty: 4032.217041
	Iteration 11Q: 3 clusters Score -293724.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -293734.031250 Penalty: 4032.217041
	Iteration 12Q: 3 clusters Score -293734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -293742.687500 Penalty: 4032.217041
	Iteration 13Q: 3 clusters Score -293742.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -293748.968750 Penalty: 4032.217041
	Iteration 14Q: 3 clusters Score -293749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -293752.437500 Penalty: 4032.217041
	Iteration 15Q: 3 clusters Score -293752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -293755.875000 Penalty: 4032.217041
	Iteration 16Q: 3 clusters Score -293755.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -293759.812500 Penalty: 4032.217041
	Iteration 17Q: 3 clusters Score -293759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -293762.531250 Penalty: 4032.217041
	Iteration 18Q: 3 clusters Score -293762.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -293766.343750 Penalty: 4032.217041
	Iteration 19Q: 3 clusters Score -293766.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -293771.687500 Penalty: 4032.217041
	Iteration 20F: 3 clusters Score -293771.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -293775.031250 Penalty: 4032.217041
	Iteration 21Q: 3 clusters Score -293775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -293777.093750 Penalty: 4032.217041
	Iteration 22Q: 3 clusters Score -293777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -293778.437500 Penalty: 4032.217041
	Iteration 23Q: 3 clusters Score -293778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -293778.375000 Penalty: 4032.217041
	Iteration 24Q: 3 clusters Score -293778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -293779.125000 Penalty: 4032.217041
	Iteration 25Q: 3 clusters Score -293779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -293779.656250 Penalty: 4032.217041
	Iteration 26Q: 3 clusters Score -293779.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -293780.875000 Penalty: 4032.217041
	Iteration 27Q: 3 clusters Score -293780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -293781.250000 Penalty: 4032.217041
	Iteration 28Q: 3 clusters Score -293781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -293781.125000 Penalty: 4032.217041
	Iteration 29Q: 3 clusters Score -293781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -293781.125000 Penalty: 4032.217041
	Iteration 30F: 3 clusters Score -293781.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -405335.062500 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -405335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -401036.312500 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -401036.3 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -402112.156250 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -402112.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -402335.906250 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -402335.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -402451.468750 Penalty: 4185.000000
	Iteration 3Q: 3 clusters Score -402451.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -402537.593750 Penalty: 4185.000000
	Iteration 4Q: 3 clusters Score -402537.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -402606.250000 Penalty: 4185.000000
	Iteration 5Q: 3 clusters Score -402606.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -402677.531250 Penalty: 4185.000000
	Iteration 6Q: 3 clusters Score -402677.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -402730.812500 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -402730.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -402778.562500 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -402778.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -402820.781250 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -402820.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -402859.062500 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -402859.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -402902.468750 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -402902.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -402933.937500 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -402933.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -402964.406250 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -402964.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -402990.812500 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -402990.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -403019.687500 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -403019.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -403055.187500 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -403055.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -403089.562500 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -403089.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -403120.406250 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -403120.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -403150.062500 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -403150.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -403176.687500 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -403176.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -403209.968750 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -403210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -403232.312500 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -403232.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -403257.000000 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -403257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -403279.750000 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -403279.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -403299.500000 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -403299.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -403320.218750 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -403320.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -403342.625000 Penalty: 4185.000000
	Iteration 27Q: 3 clusters Score -403342.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -403370.000000 Penalty: 4185.000000
	Iteration 28Q: 3 clusters Score -403370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -403396.468750 Penalty: 4185.000000
	Iteration 29Q: 3 clusters Score -403396.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -403423.281250 Penalty: 4185.000000
	Iteration 30Q: 3 clusters Score -403423.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -403443.906250 Penalty: 4185.000000
	Iteration 31Q: 3 clusters Score -403443.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -403460.656250 Penalty: 4185.000000
	Iteration 32Q: 3 clusters Score -403460.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -403468.937500 Penalty: 4185.000000
	Iteration 33Q: 3 clusters Score -403468.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -403473.812500 Penalty: 4185.000000
	Iteration 34Q: 3 clusters Score -403473.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -403480.500000 Penalty: 4185.000000
	Iteration 35Q: 3 clusters Score -403480.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -403487.781250 Penalty: 4185.000000
	Iteration 36Q: 3 clusters Score -403487.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -403495.968750 Penalty: 4185.000000
	Iteration 37Q: 3 clusters Score -403496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -403499.812500 Penalty: 4185.000000
	Iteration 38Q: 3 clusters Score -403499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -403500.156250 Penalty: 4185.000000
	Iteration 39Q: 3 clusters Score -403500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -403500.156250 Penalty: 4185.000000
	Iteration 40F: 3 clusters Score -403500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Entering Unmasked Estep 
Score: -273761.218750 Penalty: 2051.470703
	Iteration 0F: 2 clusters Score -273761.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -269983.750000 Penalty: 4102.941406
	Iteration 0F: 3 clusters Score -269983.8 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -271005.750000 Penalty: 4102.941406
	Iteration 1F: 3 clusters Score -271005.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -271363.187500 Penalty: 4102.941406
	Iteration 2F: 3 clusters Score -271363.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -271612.500000 Penalty: 4102.941406
	Iteration 3F: 3 clusters Score -271612.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -271817.312500 Penalty: 4102.941406
	Iteration 4F: 3 clusters Score -271817.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -271983.500000 Penalty: 4102.941406
	Iteration 5Q: 3 clusters Score -271983.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -272114.343750 Penalty: 4102.941406
	Iteration 6Q: 3 clusters Score -272114.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -272198.968750 Penalty: 4102.941406
	Iteration 7Q: 3 clusters Score -272199 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -272269.093750 Penalty: 4102.941406
	Iteration 8Q: 3 clusters Score -272269.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -272324.843750 Penalty: 4102.941406
	Iteration 9Q: 3 clusters Score -272324.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -272369.875000 Penalty: 4102.941406
	Iteration 10Q: 3 clusters Score -272369.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -272414.812500 Penalty: 4102.941406
	Iteration 11Q: 3 clusters Score -272414.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -272446.968750 Penalty: 4102.941406
	Iteration 12Q: 3 clusters Score -272447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -272482.218750 Penalty: 4102.941406
	Iteration 13Q: 3 clusters Score -272482.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -272529.687500 Penalty: 4102.941406
	Iteration 14Q: 3 clusters Score -272529.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -272562.531250 Penalty: 4102.941406
	Iteration 15Q: 3 clusters Score -272562.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -272590.343750 Penalty: 4102.941406
	Iteration 16Q: 3 clusters Score -272590.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -272611.281250 Penalty: 4102.941406
	Iteration 17Q: 3 clusters Score -272611.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -272622.593750 Penalty: 4102.941406
	Iteration 18Q: 3 clusters Score -272622.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -272636.156250 Penalty: 4102.941406
	Iteration 19Q: 3 clusters Score -272636.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -272650.562500 Penalty: 4102.941406
	Iteration 20F: 3 clusters Score -272650.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -272666.750000 Penalty: 4102.941406
	Iteration 21Q: 3 clusters Score -272666.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -272682.125000 Penalty: 4102.941406
	Iteration 22Q: 3 clusters Score -272682.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -272692.593750 Penalty: 4102.941406
	Iteration 23Q: 3 clusters Score -272692.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -272705.281250 Penalty: 4102.941406
	Iteration 24Q: 3 clusters Score -272705.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -272716.437500 Penalty: 4102.941406
	Iteration 25Q: 3 clusters Score -272716.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -272726.968750 Penalty: 4102.941406
	Iteration 26Q: 3 clusters Score -272727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -272740.187500 Penalty: 4102.941406
	Iteration 27Q: 3 clusters Score -272740.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -272750.625000 Penalty: 4102.941406
	Iteration 28Q: 3 clusters Score -272750.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -272755.250000 Penalty: 4102.941406
	Iteration 29Q: 3 clusters Score -272755.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -272761.656250 Penalty: 4102.941406
	Iteration 30Q: 3 clusters Score -272761.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -272765.500000 Penalty: 4102.941406
	Iteration 31Q: 3 clusters Score -272765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -272768.468750 Penalty: 4102.941406
	Iteration 32Q: 3 clusters Score -272768.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -272770.312500 Penalty: 4102.941406
	Iteration 33Q: 3 clusters Score -272770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -272772.125000 Penalty: 4102.941406
	Iteration 34Q: 3 clusters Score -272772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -272772.875000 Penalty: 4102.941406
	Iteration 35Q: 3 clusters Score -272772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -272772.906250 Penalty: 4102.941406
	Iteration 36Q: 3 clusters Score -272772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -272773.062500 Penalty: 4102.941406
	Iteration 37Q: 3 clusters Score -272773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -272773.062500 Penalty: 4102.941406
	Iteration 38F: 3 clusters Score -272773.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Entering Unmasked Estep 
Score: -3363698.000000 Penalty: 2621.362061
	Iteration 0F: 2 clusters Score -3363698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3337207.000000 Penalty: 5242.724121
	Iteration 0F: 3 clusters Score -3337207 nChanged 17900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3347401.250000 Penalty: 5242.724121
	Iteration 1F: 3 clusters Score -3347401 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3348154.000000 Penalty: 5242.724121
	Iteration 2F: 3 clusters Score -3348154 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3348907.250000 Penalty: 5242.724121
	Iteration 3Q: 3 clusters Score -3348907 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3349877.000000 Penalty: 5242.724121
	Iteration 4Q: 3 clusters Score -3349877 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3351032.250000 Penalty: 5242.724121
	Iteration 5F: 3 clusters Score -3351032 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3352521.250000 Penalty: 5242.724121
	Iteration 6F: 3 clusters Score -3352521 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3354220.500000 Penalty: 5242.724121
	Iteration 7F: 3 clusters Score -3354220 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3355935.500000 Penalty: 5242.724121
	Iteration 8F: 3 clusters Score -3355936 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3357631.000000 Penalty: 5242.724121
	Iteration 9F: 3 clusters Score -3357631 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3359116.750000 Penalty: 5242.724121
	Iteration 10Q: 3 clusters Score -3359117 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3360134.750000 Penalty: 5242.724121
	Iteration 11Q: 3 clusters Score -3360135 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3360683.250000 Penalty: 5242.724121
	Iteration 12Q: 3 clusters Score -3360683 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3360966.500000 Penalty: 5242.724121
	Iteration 13Q: 3 clusters Score -3360966 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3361139.500000 Penalty: 5242.724121
	Iteration 14Q: 3 clusters Score -3361140 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3361247.250000 Penalty: 5242.724121
	Iteration 15Q: 3 clusters Score -3361247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3361300.000000 Penalty: 5242.724121
	Iteration 16Q: 3 clusters Score -3361300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3361335.250000 Penalty: 5242.724121
	Iteration 17Q: 3 clusters Score -3361335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3361357.250000 Penalty: 5242.724121
	Iteration 18Q: 3 clusters Score -3361357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3361374.250000 Penalty: 5242.724121
	Iteration 19Q: 3 clusters Score -3361374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3361382.250000 Penalty: 5242.724121
	Iteration 20F: 3 clusters Score -3361382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3361391.250000 Penalty: 5242.724121
	Iteration 21Q: 3 clusters Score -3361391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3361396.000000 Penalty: 5242.724121
	Iteration 22Q: 3 clusters Score -3361396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3361399.750000 Penalty: 5242.724121
	Iteration 23Q: 3 clusters Score -3361400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3361399.500000 Penalty: 5242.724121
	Iteration 24Q: 3 clusters Score -3361400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3361399.500000 Penalty: 5242.724121
	Iteration 25F: 3 clusters Score -3361400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Entering Unmasked Estep 
Score: -973764.000000 Penalty: 2323.630615
	Iteration 0F: 2 clusters Score -973764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -964949.937500 Penalty: 4647.261230
	Iteration 0F: 3 clusters Score -964949.9 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -967742.750000 Penalty: 4647.261230
	Iteration 1F: 3 clusters Score -967742.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -968135.625000 Penalty: 4647.261230
	Iteration 2F: 3 clusters Score -968135.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -968462.875000 Penalty: 4647.261230
	Iteration 3F: 3 clusters Score -968462.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -968767.750000 Penalty: 4647.261230
	Iteration 4Q: 3 clusters Score -968767.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -969036.562500 Penalty: 4647.261230
	Iteration 5Q: 3 clusters Score -969036.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -969309.437500 Penalty: 4647.261230
	Iteration 6Q: 3 clusters Score -969309.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -969604.000000 Penalty: 4647.261230
	Iteration 7Q: 3 clusters Score -969604 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -969914.937500 Penalty: 4647.261230
	Iteration 8Q: 3 clusters Score -969914.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -970249.000000 Penalty: 4647.261230
	Iteration 9Q: 3 clusters Score -970249 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -970606.562500 Penalty: 4647.261230
	Iteration 10Q: 3 clusters Score -970606.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -970890.125000 Penalty: 4647.261230
	Iteration 11Q: 3 clusters Score -970890.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -971085.500000 Penalty: 4647.261230
	Iteration 12Q: 3 clusters Score -971085.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -971225.250000 Penalty: 4647.261230
	Iteration 13Q: 3 clusters Score -971225.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -971319.687500 Penalty: 4647.261230
	Iteration 14Q: 3 clusters Score -971319.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -971398.875000 Penalty: 4647.261230
	Iteration 15Q: 3 clusters Score -971398.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -971453.562500 Penalty: 4647.261230
	Iteration 16Q: 3 clusters Score -971453.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -971498.062500 Penalty: 4647.261230
	Iteration 17Q: 3 clusters Score -971498.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -971538.062500 Penalty: 4647.261230
	Iteration 18Q: 3 clusters Score -971538.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -971579.875000 Penalty: 4647.261230
	Iteration 19Q: 3 clusters Score -971579.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -971611.062500 Penalty: 4647.261230
	Iteration 20F: 3 clusters Score -971611.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -971637.500000 Penalty: 4647.261230
	Iteration 21Q: 3 clusters Score -971637.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -971660.500000 Penalty: 4647.261230
	Iteration 22Q: 3 clusters Score -971660.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -971691.687500 Penalty: 4647.261230
	Iteration 23Q: 3 clusters Score -971691.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -971727.000000 Penalty: 4647.261230
	Iteration 24Q: 3 clusters Score -971727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -971768.375000 Penalty: 4647.261230
	Iteration 25Q: 3 clusters Score -971768.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -971796.687500 Penalty: 4647.261230
	Iteration 26Q: 3 clusters Score -971796.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -971822.437500 Penalty: 4647.261230
	Iteration 27Q: 3 clusters Score -971822.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -971839.937500 Penalty: 4647.261230
	Iteration 28Q: 3 clusters Score -971839.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -971855.750000 Penalty: 4647.261230
	Iteration 29Q: 3 clusters Score -971855.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -971869.375000 Penalty: 4647.261230
	Iteration 30Q: 3 clusters Score -971869.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -971883.937500 Penalty: 4647.261230
	Iteration 31Q: 3 clusters Score -971883.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -971897.812500 Penalty: 4647.261230
	Iteration 32Q: 3 clusters Score -971897.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -971909.562500 Penalty: 4647.261230
	Iteration 33Q: 3 clusters Score -971909.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -971919.312500 Penalty: 4647.261230
	Iteration 34Q: 3 clusters Score -971919.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -971930.937500 Penalty: 4647.261230
	Iteration 35Q: 3 clusters Score -971930.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -971937.812500 Penalty: 4647.261230
	Iteration 36Q: 3 clusters Score -971937.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -971941.250000 Penalty: 4647.261230
	Iteration 37Q: 3 clusters Score -971941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -971946.562500 Penalty: 4647.261230
	Iteration 38Q: 3 clusters Score -971946.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -971953.687500 Penalty: 4647.261230
	Iteration 39Q: 3 clusters Score -971953.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -971955.875000 Penalty: 4647.261230
	Iteration 40F: 3 clusters Score -971955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -971957.750000 Penalty: 4647.261230
	Iteration 41Q: 3 clusters Score -971957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -971958.437500 Penalty: 4647.261230
	Iteration 42Q: 3 clusters Score -971958.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -971964.875000 Penalty: 4647.261230
	Iteration 43Q: 3 clusters Score -971964.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -971966.437500 Penalty: 4647.261230
	Iteration 44Q: 3 clusters Score -971966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -971969.437500 Penalty: 4647.261230
	Iteration 45Q: 3 clusters Score -971969.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -971972.437500 Penalty: 4647.261230
	Iteration 46Q: 3 clusters Score -971972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -971972.250000 Penalty: 4647.261230
	Iteration 47Q: 3 clusters Score -971972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -971972.375000 Penalty: 4647.261230
	Iteration 48Q: 3 clusters Score -971972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -971972.375000 Penalty: 4647.261230
	Iteration 49F: 3 clusters Score -971972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Entering Unmasked Estep 
Score: -287220.656250 Penalty: 2030.243164
	Iteration 0F: 2 clusters Score -287220.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -283572.968750 Penalty: 4060.486328
	Iteration 0F: 3 clusters Score -283573 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -284327.281250 Penalty: 4060.486328
	Iteration 1F: 3 clusters Score -284327.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -284536.906250 Penalty: 4060.486328
	Iteration 2F: 3 clusters Score -284536.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -284691.531250 Penalty: 4060.486328
	Iteration 3F: 3 clusters Score -284691.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -284814.281250 Penalty: 4060.486328
	Iteration 4Q: 3 clusters Score -284814.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -284909.343750 Penalty: 4060.486328
	Iteration 5Q: 3 clusters Score -284909.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -284983.437500 Penalty: 4060.486328
	Iteration 6Q: 3 clusters Score -284983.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -285050.531250 Penalty: 4060.486328
	Iteration 7Q: 3 clusters Score -285050.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -285111.312500 Penalty: 4060.486328
	Iteration 8Q: 3 clusters Score -285111.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -285156.312500 Penalty: 4060.486328
	Iteration 9Q: 3 clusters Score -285156.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -285189.531250 Penalty: 4060.486328
	Iteration 10Q: 3 clusters Score -285189.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -285212.875000 Penalty: 4060.486328
	Iteration 11Q: 3 clusters Score -285212.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -285242.875000 Penalty: 4060.486328
	Iteration 12Q: 3 clusters Score -285242.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -285267.125000 Penalty: 4060.486328
	Iteration 13Q: 3 clusters Score -285267.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -285287.093750 Penalty: 4060.486328
	Iteration 14Q: 3 clusters Score -285287.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -285313.781250 Penalty: 4060.486328
	Iteration 15Q: 3 clusters Score -285313.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -285342.687500 Penalty: 4060.486328
	Iteration 16Q: 3 clusters Score -285342.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -285375.687500 Penalty: 4060.486328
	Iteration 17Q: 3 clusters Score -285375.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -285406.750000 Penalty: 4060.486328
	Iteration 18Q: 3 clusters Score -285406.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -285429.250000 Penalty: 4060.486328
	Iteration 19Q: 3 clusters Score -285429.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -285443.062500 Penalty: 4060.486328
	Iteration 20F: 3 clusters Score -285443.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -285450.625000 Penalty: 4060.486328
	Iteration 21Q: 3 clusters Score -285450.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -285454.593750 Penalty: 4060.486328
	Iteration 22Q: 3 clusters Score -285454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -285458.156250 Penalty: 4060.486328
	Iteration 23Q: 3 clusters Score -285458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -285463.187500 Penalty: 4060.486328
	Iteration 24Q: 3 clusters Score -285463.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -285469.562500 Penalty: 4060.486328
	Iteration 25Q: 3 clusters Score -285469.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -285475.562500 Penalty: 4060.486328
	Iteration 26Q: 3 clusters Score -285475.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -285479.062500 Penalty: 4060.486328
	Iteration 27Q: 3 clusters Score -285479.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -285481.000000 Penalty: 4060.486328
	Iteration 28Q: 3 clusters Score -285481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -285485.062500 Penalty: 4060.486328
	Iteration 29Q: 3 clusters Score -285485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -285488.875000 Penalty: 4060.486328
	Iteration 30Q: 3 clusters Score -285488.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -285491.312500 Penalty: 4060.486328
	Iteration 31Q: 3 clusters Score -285491.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -285494.812500 Penalty: 4060.486328
	Iteration 32Q: 3 clusters Score -285494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -285495.500000 Penalty: 4060.486328
	Iteration 33Q: 3 clusters Score -285495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -285496.781250 Penalty: 4060.486328
	Iteration 34Q: 3 clusters Score -285496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -285499.531250 Penalty: 4060.486328
	Iteration 35Q: 3 clusters Score -285499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -285499.968750 Penalty: 4060.486328
	Iteration 36Q: 3 clusters Score -285500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -285500.437500 Penalty: 4060.486328
	Iteration 37Q: 3 clusters Score -285500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -285500.656250 Penalty: 4060.486328
	Iteration 38Q: 3 clusters Score -285500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -285501.187500 Penalty: 4060.486328
	Iteration 39Q: 3 clusters Score -285501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -285502.812500 Penalty: 4060.486328
	Iteration 40F: 3 clusters Score -285502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -285502.937500 Penalty: 4060.486328
	Iteration 41Q: 3 clusters Score -285502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -285503.593750 Penalty: 4060.486328
	Iteration 42Q: 3 clusters Score -285503.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -285503.593750 Penalty: 4060.486328
	Iteration 43F: 3 clusters Score -285503.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Entering Unmasked Estep 
Score: -2045635.500000 Penalty: 2499.912842
	Iteration 0F: 2 clusters Score -2045636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2029100.125000 Penalty: 4999.825684
	Iteration 0F: 3 clusters Score -2029100 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2034909.375000 Penalty: 4999.825684
	Iteration 1F: 3 clusters Score -2034909 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2035448.750000 Penalty: 4999.825684
	Iteration 2F: 3 clusters Score -2035449 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2036007.625000 Penalty: 4999.825684
	Iteration 3F: 3 clusters Score -2036008 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2036580.000000 Penalty: 4999.825684
	Iteration 4F: 3 clusters Score -2036580 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2037244.625000 Penalty: 4999.825684
	Iteration 5F: 3 clusters Score -2037245 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2038080.625000 Penalty: 4999.825684
	Iteration 6F: 3 clusters Score -2038081 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2039068.000000 Penalty: 4999.825684
	Iteration 7F: 3 clusters Score -2039068 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2040141.625000 Penalty: 4999.825684
	Iteration 8F: 3 clusters Score -2040142 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2041143.625000 Penalty: 4999.825684
	Iteration 9F: 3 clusters Score -2041144 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2042020.250000 Penalty: 4999.825684
	Iteration 10Q: 3 clusters Score -2042020 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2042694.500000 Penalty: 4999.825684
	Iteration 11Q: 3 clusters Score -2042694 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2043134.000000 Penalty: 4999.825684
	Iteration 12Q: 3 clusters Score -2043134 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2043424.125000 Penalty: 4999.825684
	Iteration 13Q: 3 clusters Score -2043424 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2043602.625000 Penalty: 4999.825684
	Iteration 14Q: 3 clusters Score -2043603 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2043705.500000 Penalty: 4999.825684
	Iteration 15Q: 3 clusters Score -2043706 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2043799.000000 Penalty: 4999.825684
	Iteration 16Q: 3 clusters Score -2043799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2043851.750000 Penalty: 4999.825684
	Iteration 17Q: 3 clusters Score -2043852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2043879.375000 Penalty: 4999.825684
	Iteration 18Q: 3 clusters Score -2043879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2043906.000000 Penalty: 4999.825684
	Iteration 19Q: 3 clusters Score -2043906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2043918.750000 Penalty: 4999.825684
	Iteration 20F: 3 clusters Score -2043919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2043930.125000 Penalty: 4999.825684
	Iteration 21Q: 3 clusters Score -2043930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2043941.250000 Penalty: 4999.825684
	Iteration 22Q: 3 clusters Score -2043941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2043942.875000 Penalty: 4999.825684
	Iteration 23Q: 3 clusters Score -2043943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2043948.875000 Penalty: 4999.825684
	Iteration 24Q: 3 clusters Score -2043949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2043948.500000 Penalty: 4999.825684
	Iteration 25Q: 3 clusters Score -2043948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2043953.750000 Penalty: 4999.825684
	Iteration 26Q: 3 clusters Score -2043954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2043955.250000 Penalty: 4999.825684
	Iteration 27Q: 3 clusters Score -2043955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2043957.375000 Penalty: 4999.825684
	Iteration 28Q: 3 clusters Score -2043957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2043957.375000 Penalty: 4999.825684
	Iteration 29F: 3 clusters Score -2043957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Entering Unmasked Estep 
Score: -758779.937500 Penalty: 2250.594727
	Iteration 0F: 2 clusters Score -758779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -751879.250000 Penalty: 4501.189453
	Iteration 0F: 3 clusters Score -751879.2 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -753861.000000 Penalty: 4501.189453
	Iteration 1F: 3 clusters Score -753861 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -754125.312500 Penalty: 4501.189453
	Iteration 2F: 3 clusters Score -754125.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -754288.750000 Penalty: 4501.189453
	Iteration 3Q: 3 clusters Score -754288.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -754404.187500 Penalty: 4501.189453
	Iteration 4Q: 3 clusters Score -754404.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -754488.125000 Penalty: 4501.189453
	Iteration 5Q: 3 clusters Score -754488.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -754560.187500 Penalty: 4501.189453
	Iteration 6Q: 3 clusters Score -754560.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -754615.562500 Penalty: 4501.189453
	Iteration 7Q: 3 clusters Score -754615.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -754669.437500 Penalty: 4501.189453
	Iteration 8Q: 3 clusters Score -754669.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -754710.812500 Penalty: 4501.189453
	Iteration 9Q: 3 clusters Score -754710.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -754750.187500 Penalty: 4501.189453
	Iteration 10Q: 3 clusters Score -754750.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -754783.125000 Penalty: 4501.189453
	Iteration 11Q: 3 clusters Score -754783.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -754805.625000 Penalty: 4501.189453
	Iteration 12Q: 3 clusters Score -754805.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -754833.437500 Penalty: 4501.189453
	Iteration 13Q: 3 clusters Score -754833.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -754856.625000 Penalty: 4501.189453
	Iteration 14Q: 3 clusters Score -754856.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -754877.562500 Penalty: 4501.189453
	Iteration 15Q: 3 clusters Score -754877.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -754896.500000 Penalty: 4501.189453
	Iteration 16Q: 3 clusters Score -754896.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -754918.875000 Penalty: 4501.189453
	Iteration 17Q: 3 clusters Score -754918.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -754941.437500 Penalty: 4501.189453
	Iteration 18Q: 3 clusters Score -754941.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -754960.312500 Penalty: 4501.189453
	Iteration 19Q: 3 clusters Score -754960.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -754982.000000 Penalty: 4501.189453
	Iteration 20F: 3 clusters Score -754982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -754998.750000 Penalty: 4501.189453
	Iteration 21Q: 3 clusters Score -754998.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -755014.375000 Penalty: 4501.189453
	Iteration 22Q: 3 clusters Score -755014.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -755027.312500 Penalty: 4501.189453
	Iteration 23Q: 3 clusters Score -755027.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -755040.562500 Penalty: 4501.189453
	Iteration 24Q: 3 clusters Score -755040.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -755057.125000 Penalty: 4501.189453
	Iteration 25Q: 3 clusters Score -755057.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -755072.125000 Penalty: 4501.189453
	Iteration 26Q: 3 clusters Score -755072.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -755095.937500 Penalty: 4501.189453
	Iteration 27Q: 3 clusters Score -755095.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -755124.812500 Penalty: 4501.189453
	Iteration 28Q: 3 clusters Score -755124.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -755152.250000 Penalty: 4501.189453
	Iteration 29Q: 3 clusters Score -755152.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -755181.812500 Penalty: 4501.189453
	Iteration 30Q: 3 clusters Score -755181.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -755219.937500 Penalty: 4501.189453
	Iteration 31Q: 3 clusters Score -755219.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -755261.375000 Penalty: 4501.189453
	Iteration 32Q: 3 clusters Score -755261.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -755316.687500 Penalty: 4501.189453
	Iteration 33Q: 3 clusters Score -755316.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -755388.187500 Penalty: 4501.189453
	Iteration 34Q: 3 clusters Score -755388.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -755465.500000 Penalty: 4501.189453
	Iteration 35Q: 3 clusters Score -755465.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -755548.812500 Penalty: 4501.189453
	Iteration 36Q: 3 clusters Score -755548.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -755632.625000 Penalty: 4501.189453
	Iteration 37Q: 3 clusters Score -755632.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -755725.812500 Penalty: 4501.189453
	Iteration 38Q: 3 clusters Score -755725.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -755834.812500 Penalty: 4501.189453
	Iteration 39Q: 3 clusters Score -755834.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -755944.000000 Penalty: 4501.189453
	Iteration 40F: 3 clusters Score -755944 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -756075.125000 Penalty: 4501.189453
	Iteration 41Q: 3 clusters Score -756075.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -756194.750000 Penalty: 4501.189453
	Iteration 42Q: 3 clusters Score -756194.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -756292.062500 Penalty: 4501.189453
	Iteration 43Q: 3 clusters Score -756292.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -756365.375000 Penalty: 4501.189453
	Iteration 44Q: 3 clusters Score -756365.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -756442.250000 Penalty: 4501.189453
	Iteration 45Q: 3 clusters Score -756442.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -756515.187500 Penalty: 4501.189453
	Iteration 46Q: 3 clusters Score -756515.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -756575.562500 Penalty: 4501.189453
	Iteration 47Q: 3 clusters Score -756575.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -756628.375000 Penalty: 4501.189453
	Iteration 48Q: 3 clusters Score -756628.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -756673.062500 Penalty: 4501.189453
	Iteration 49Q: 3 clusters Score -756673.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -756705.875000 Penalty: 4501.189453
	Iteration 50Q: 3 clusters Score -756705.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -756728.687500 Penalty: 4501.189453
	Iteration 51Q: 3 clusters Score -756728.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -756738.937500 Penalty: 4501.189453
	Iteration 52Q: 3 clusters Score -756738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -756746.937500 Penalty: 4501.189453
	Iteration 53Q: 3 clusters Score -756746.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -756753.187500 Penalty: 4501.189453
	Iteration 54Q: 3 clusters Score -756753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -756762.812500 Penalty: 4501.189453
	Iteration 55Q: 3 clusters Score -756762.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -756772.437500 Penalty: 4501.189453
	Iteration 56Q: 3 clusters Score -756772.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -756782.375000 Penalty: 4501.189453
	Iteration 57Q: 3 clusters Score -756782.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -756794.000000 Penalty: 4501.189453
	Iteration 58Q: 3 clusters Score -756794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -756800.437500 Penalty: 4501.189453
	Iteration 59Q: 3 clusters Score -756800.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -756805.125000 Penalty: 4501.189453
	Iteration 60F: 3 clusters Score -756805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -756805.937500 Penalty: 4501.189453
	Iteration 61Q: 3 clusters Score -756805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -756808.250000 Penalty: 4501.189453
	Iteration 62Q: 3 clusters Score -756808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -756812.000000 Penalty: 4501.189453
	Iteration 63Q: 3 clusters Score -756812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -756813.562500 Penalty: 4501.189453
	Iteration 64Q: 3 clusters Score -756813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -756817.000000 Penalty: 4501.189453
	Iteration 65Q: 3 clusters Score -756817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -756820.812500 Penalty: 4501.189453
	Iteration 66Q: 3 clusters Score -756820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -756820.562500 Penalty: 4501.189453
	Iteration 67Q: 3 clusters Score -756820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -756824.687500 Penalty: 4501.189453
	Iteration 68Q: 3 clusters Score -756824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -756825.937500 Penalty: 4501.189453
	Iteration 69Q: 3 clusters Score -756825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -756825.937500 Penalty: 4501.189453
	Iteration 70F: 3 clusters Score -756825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Entering Unmasked Estep 
Score: -2169656.750000 Penalty: 2513.813232
	Iteration 0F: 2 clusters Score -2169657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2152327.000000 Penalty: 5027.626465
	Iteration 0F: 3 clusters Score -2152327 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2158356.750000 Penalty: 5027.626465
	Iteration 1F: 3 clusters Score -2158357 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2158749.750000 Penalty: 5027.626465
	Iteration 2Q: 3 clusters Score -2158750 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2159080.500000 Penalty: 5027.626465
	Iteration 3Q: 3 clusters Score -2159080 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2159439.250000 Penalty: 5027.626465
	Iteration 4Q: 3 clusters Score -2159439 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2159857.500000 Penalty: 5027.626465
	Iteration 5Q: 3 clusters Score -2159858 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2160419.250000 Penalty: 5027.626465
	Iteration 6Q: 3 clusters Score -2160419 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2161251.000000 Penalty: 5027.626465
	Iteration 7F: 3 clusters Score -2161251 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2162438.000000 Penalty: 5027.626465
	Iteration 8F: 3 clusters Score -2162438 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2163883.250000 Penalty: 5027.626465
	Iteration 9F: 3 clusters Score -2163883 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2165208.000000 Penalty: 5027.626465
	Iteration 10F: 3 clusters Score -2165208 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2166223.500000 Penalty: 5027.626465
	Iteration 11Q: 3 clusters Score -2166224 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2166751.500000 Penalty: 5027.626465
	Iteration 12Q: 3 clusters Score -2166752 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -2167018.750000 Penalty: 5027.626465
	Iteration 13Q: 3 clusters Score -2167019 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -2167170.750000 Penalty: 5027.626465
	Iteration 14Q: 3 clusters Score -2167171 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2167256.500000 Penalty: 5027.626465
	Iteration 15Q: 3 clusters Score -2167256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2167325.750000 Penalty: 5027.626465
	Iteration 16Q: 3 clusters Score -2167326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2167362.750000 Penalty: 5027.626465
	Iteration 17Q: 3 clusters Score -2167363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2167394.000000 Penalty: 5027.626465
	Iteration 18Q: 3 clusters Score -2167394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -2167408.000000 Penalty: 5027.626465
	Iteration 19Q: 3 clusters Score -2167408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -2167423.250000 Penalty: 5027.626465
	Iteration 20F: 3 clusters Score -2167423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2167439.500000 Penalty: 5027.626465
	Iteration 21Q: 3 clusters Score -2167440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2167450.250000 Penalty: 5027.626465
	Iteration 22Q: 3 clusters Score -2167450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2167452.500000 Penalty: 5027.626465
	Iteration 23Q: 3 clusters Score -2167452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2167454.250000 Penalty: 5027.626465
	Iteration 24Q: 3 clusters Score -2167454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -2167462.000000 Penalty: 5027.626465
	Iteration 25Q: 3 clusters Score -2167462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2167464.000000 Penalty: 5027.626465
	Iteration 26Q: 3 clusters Score -2167464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2167468.500000 Penalty: 5027.626465
	Iteration 27Q: 3 clusters Score -2167468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -2167470.750000 Penalty: 5027.626465
	Iteration 28Q: 3 clusters Score -2167471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2167473.500000 Penalty: 5027.626465
	Iteration 29Q: 3 clusters Score -2167474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2167474.500000 Penalty: 5027.626465
	Iteration 30Q: 3 clusters Score -2167474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2167474.500000 Penalty: 5027.626465
	Iteration 31F: 3 clusters Score -2167474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Entering Unmasked Estep 
Score: -1946879.000000 Penalty: 2485.286133
	Iteration 0F: 2 clusters Score -1946879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1931228.875000 Penalty: 4970.572266
	Iteration 0F: 3 clusters Score -1931229 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1936674.125000 Penalty: 4970.572266
	Iteration 1F: 3 clusters Score -1936674 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1937181.875000 Penalty: 4970.572266
	Iteration 2F: 3 clusters Score -1937182 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1937645.000000 Penalty: 4970.572266
	Iteration 3F: 3 clusters Score -1937645 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1938086.875000 Penalty: 4970.572266
	Iteration 4Q: 3 clusters Score -1938087 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1938582.375000 Penalty: 4970.572266
	Iteration 5Q: 3 clusters Score -1938582 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1939124.750000 Penalty: 4970.572266
	Iteration 6Q: 3 clusters Score -1939125 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1939732.625000 Penalty: 4970.572266
	Iteration 7F: 3 clusters Score -1939733 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1940333.625000 Penalty: 4970.572266
	Iteration 8Q: 3 clusters Score -1940334 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1940862.625000 Penalty: 4970.572266
	Iteration 9Q: 3 clusters Score -1940863 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1941311.250000 Penalty: 4970.572266
	Iteration 10Q: 3 clusters Score -1941311 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1941707.750000 Penalty: 4970.572266
	Iteration 11Q: 3 clusters Score -1941708 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1942041.625000 Penalty: 4970.572266
	Iteration 12Q: 3 clusters Score -1942042 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1942382.375000 Penalty: 4970.572266
	Iteration 13Q: 3 clusters Score -1942382 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1942682.375000 Penalty: 4970.572266
	Iteration 14Q: 3 clusters Score -1942682 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1942945.625000 Penalty: 4970.572266
	Iteration 15Q: 3 clusters Score -1942946 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1943210.000000 Penalty: 4970.572266
	Iteration 16Q: 3 clusters Score -1943210 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1943438.000000 Penalty: 4970.572266
	Iteration 17Q: 3 clusters Score -1943438 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1943615.875000 Penalty: 4970.572266
	Iteration 18Q: 3 clusters Score -1943616 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -1943765.250000 Penalty: 4970.572266
	Iteration 19Q: 3 clusters Score -1943765 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1943898.250000 Penalty: 4970.572266
	Iteration 20F: 3 clusters Score -1943898 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1944006.000000 Penalty: 4970.572266
	Iteration 21Q: 3 clusters Score -1944006 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1944111.875000 Penalty: 4970.572266
	Iteration 22Q: 3 clusters Score -1944112 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -1944202.875000 Penalty: 4970.572266
	Iteration 23Q: 3 clusters Score -1944203 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1944297.750000 Penalty: 4970.572266
	Iteration 24Q: 3 clusters Score -1944298 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1944369.500000 Penalty: 4970.572266
	Iteration 25Q: 3 clusters Score -1944370 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1944431.375000 Penalty: 4970.572266
	Iteration 26Q: 3 clusters Score -1944431 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -1944493.500000 Penalty: 4970.572266
	Iteration 27Q: 3 clusters Score -1944494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1944550.500000 Penalty: 4970.572266
	Iteration 28Q: 3 clusters Score -1944550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -1944591.750000 Penalty: 4970.572266
	Iteration 29Q: 3 clusters Score -1944592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -1944622.000000 Penalty: 4970.572266
	Iteration 30Q: 3 clusters Score -1944622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -1944645.375000 Penalty: 4970.572266
	Iteration 31Q: 3 clusters Score -1944645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -1944659.000000 Penalty: 4970.572266
	Iteration 32Q: 3 clusters Score -1944659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1944678.750000 Penalty: 4970.572266
	Iteration 33Q: 3 clusters Score -1944679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -1944699.125000 Penalty: 4970.572266
	Iteration 34Q: 3 clusters Score -1944699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1944715.875000 Penalty: 4970.572266
	Iteration 35Q: 3 clusters Score -1944716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -1944735.875000 Penalty: 4970.572266
	Iteration 36Q: 3 clusters Score -1944736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1944752.500000 Penalty: 4970.572266
	Iteration 37Q: 3 clusters Score -1944752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -1944784.500000 Penalty: 4970.572266
	Iteration 38Q: 3 clusters Score -1944784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -1944813.250000 Penalty: 4970.572266
	Iteration 39Q: 3 clusters Score -1944813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -1944841.375000 Penalty: 4970.572266
	Iteration 40F: 3 clusters Score -1944841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -1944867.125000 Penalty: 4970.572266
	Iteration 41Q: 3 clusters Score -1944867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -1944881.875000 Penalty: 4970.572266
	Iteration 42Q: 3 clusters Score -1944882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -1944886.625000 Penalty: 4970.572266
	Iteration 43Q: 3 clusters Score -1944887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -1944891.750000 Penalty: 4970.572266
	Iteration 44Q: 3 clusters Score -1944892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -1944900.250000 Penalty: 4970.572266
	Iteration 45Q: 3 clusters Score -1944900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -1944912.500000 Penalty: 4970.572266
	Iteration 46Q: 3 clusters Score -1944912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -1944925.250000 Penalty: 4970.572266
	Iteration 47Q: 3 clusters Score -1944925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -1944935.375000 Penalty: 4970.572266
	Iteration 48Q: 3 clusters Score -1944935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -1944948.500000 Penalty: 4970.572266
	Iteration 49Q: 3 clusters Score -1944948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -1944971.375000 Penalty: 4970.572266
	Iteration 50Q: 3 clusters Score -1944971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -1944984.625000 Penalty: 4970.572266
	Iteration 51Q: 3 clusters Score -1944985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -1944994.500000 Penalty: 4970.572266
	Iteration 52Q: 3 clusters Score -1944994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -1945010.500000 Penalty: 4970.572266
	Iteration 53Q: 3 clusters Score -1945010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -1945020.375000 Penalty: 4970.572266
	Iteration 54Q: 3 clusters Score -1945020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -1945026.875000 Penalty: 4970.572266
	Iteration 55Q: 3 clusters Score -1945027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -1945036.500000 Penalty: 4970.572266
	Iteration 56Q: 3 clusters Score -1945036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -1945037.875000 Penalty: 4970.572266
	Iteration 57Q: 3 clusters Score -1945038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -1945046.500000 Penalty: 4970.572266
	Iteration 58Q: 3 clusters Score -1945046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -1945049.875000 Penalty: 4970.572266
	Iteration 59Q: 3 clusters Score -1945050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1945054.000000 Penalty: 4970.572266
	Iteration 60F: 3 clusters Score -1945054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -1945056.625000 Penalty: 4970.572266
	Iteration 61Q: 3 clusters Score -1945057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -1945057.500000 Penalty: 4970.572266
	Iteration 62Q: 3 clusters Score -1945058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -1945057.625000 Penalty: 4970.572266
	Iteration 63Q: 3 clusters Score -1945058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -1945061.625000 Penalty: 4970.572266
	Iteration 64Q: 3 clusters Score -1945062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -1945071.375000 Penalty: 4970.572266
	Iteration 65Q: 3 clusters Score -1945071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1945073.500000 Penalty: 4970.572266
	Iteration 66Q: 3 clusters Score -1945074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -1945076.000000 Penalty: 4970.572266
	Iteration 67Q: 3 clusters Score -1945076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1945088.000000 Penalty: 4970.572266
	Iteration 68Q: 3 clusters Score -1945088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -1945090.625000 Penalty: 4970.572266
	Iteration 69Q: 3 clusters Score -1945091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -1945096.875000 Penalty: 4970.572266
	Iteration 70Q: 3 clusters Score -1945097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -1945097.875000 Penalty: 4970.572266
	Iteration 71Q: 3 clusters Score -1945098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -1945097.375000 Penalty: 4970.572266
	Iteration 72Q: 3 clusters Score -1945097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -1945096.625000 Penalty: 4970.572266
	Iteration 73Q: 3 clusters Score -1945097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -1945096.625000 Penalty: 4970.572266
	Iteration 74F: 3 clusters Score -1945097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Entering Unmasked Estep 
Score: -1397034.750000 Penalty: 2404.249756
	Iteration 0F: 2 clusters Score -1397035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1385379.875000 Penalty: 4808.499512
	Iteration 0F: 3 clusters Score -1385380 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1389133.625000 Penalty: 4808.499512
	Iteration 1F: 3 clusters Score -1389134 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1389538.875000 Penalty: 4808.499512
	Iteration 2F: 3 clusters Score -1389539 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1389910.125000 Penalty: 4808.499512
	Iteration 3F: 3 clusters Score -1389910 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1390234.625000 Penalty: 4808.499512
	Iteration 4Q: 3 clusters Score -1390235 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1390573.875000 Penalty: 4808.499512
	Iteration 5Q: 3 clusters Score -1390574 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1390923.375000 Penalty: 4808.499512
	Iteration 6Q: 3 clusters Score -1390923 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1391325.250000 Penalty: 4808.499512
	Iteration 7Q: 3 clusters Score -1391325 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1391703.875000 Penalty: 4808.499512
	Iteration 8Q: 3 clusters Score -1391704 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1392069.125000 Penalty: 4808.499512
	Iteration 9Q: 3 clusters Score -1392069 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1392405.250000 Penalty: 4808.499512
	Iteration 10Q: 3 clusters Score -1392405 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1392714.125000 Penalty: 4808.499512
	Iteration 11Q: 3 clusters Score -1392714 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1392994.250000 Penalty: 4808.499512
	Iteration 12Q: 3 clusters Score -1392994 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1393279.125000 Penalty: 4808.499512
	Iteration 13Q: 3 clusters Score -1393279 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1393585.375000 Penalty: 4808.499512
	Iteration 14Q: 3 clusters Score -1393585 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1393852.625000 Penalty: 4808.499512
	Iteration 15Q: 3 clusters Score -1393853 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1394094.375000 Penalty: 4808.499512
	Iteration 16Q: 3 clusters Score -1394094 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1394266.000000 Penalty: 4808.499512
	Iteration 17Q: 3 clusters Score -1394266 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1394395.000000 Penalty: 4808.499512
	Iteration 18Q: 3 clusters Score -1394395 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1394479.125000 Penalty: 4808.499512
	Iteration 19Q: 3 clusters Score -1394479 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1394532.625000 Penalty: 4808.499512
	Iteration 20F: 3 clusters Score -1394533 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1394578.625000 Penalty: 4808.499512
	Iteration 21Q: 3 clusters Score -1394579 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1394621.250000 Penalty: 4808.499512
	Iteration 22Q: 3 clusters Score -1394621 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1394646.875000 Penalty: 4808.499512
	Iteration 23Q: 3 clusters Score -1394647 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1394682.375000 Penalty: 4808.499512
	Iteration 24Q: 3 clusters Score -1394682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1394708.250000 Penalty: 4808.499512
	Iteration 25Q: 3 clusters Score -1394708 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1394734.125000 Penalty: 4808.499512
	Iteration 26Q: 3 clusters Score -1394734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1394749.625000 Penalty: 4808.499512
	Iteration 27Q: 3 clusters Score -1394750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1394785.750000 Penalty: 4808.499512
	Iteration 28Q: 3 clusters Score -1394786 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1394802.375000 Penalty: 4808.499512
	Iteration 29Q: 3 clusters Score -1394802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1394821.000000 Penalty: 4808.499512
	Iteration 30Q: 3 clusters Score -1394821 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1394835.750000 Penalty: 4808.499512
	Iteration 31Q: 3 clusters Score -1394836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1394854.875000 Penalty: 4808.499512
	Iteration 32Q: 3 clusters Score -1394855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1394872.375000 Penalty: 4808.499512
	Iteration 33Q: 3 clusters Score -1394872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1394885.500000 Penalty: 4808.499512
	Iteration 34Q: 3 clusters Score -1394886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1394899.875000 Penalty: 4808.499512
	Iteration 35Q: 3 clusters Score -1394900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1394910.250000 Penalty: 4808.499512
	Iteration 36Q: 3 clusters Score -1394910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1394918.875000 Penalty: 4808.499512
	Iteration 37Q: 3 clusters Score -1394919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1394930.250000 Penalty: 4808.499512
	Iteration 38Q: 3 clusters Score -1394930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1394937.125000 Penalty: 4808.499512
	Iteration 39Q: 3 clusters Score -1394937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1394949.875000 Penalty: 4808.499512
	Iteration 40F: 3 clusters Score -1394950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1394960.375000 Penalty: 4808.499512
	Iteration 41Q: 3 clusters Score -1394960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1394967.000000 Penalty: 4808.499512
	Iteration 42Q: 3 clusters Score -1394967 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1394981.375000 Penalty: 4808.499512
	Iteration 43Q: 3 clusters Score -1394981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1394995.250000 Penalty: 4808.499512
	Iteration 44Q: 3 clusters Score -1394995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1395006.500000 Penalty: 4808.499512
	Iteration 45Q: 3 clusters Score -1395006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1395018.375000 Penalty: 4808.499512
	Iteration 46Q: 3 clusters Score -1395018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1395024.875000 Penalty: 4808.499512
	Iteration 47Q: 3 clusters Score -1395025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1395030.625000 Penalty: 4808.499512
	Iteration 48Q: 3 clusters Score -1395031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1395036.125000 Penalty: 4808.499512
	Iteration 49Q: 3 clusters Score -1395036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1395043.250000 Penalty: 4808.499512
	Iteration 50Q: 3 clusters Score -1395043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1395043.125000 Penalty: 4808.499512
	Iteration 51Q: 3 clusters Score -1395043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1395050.000000 Penalty: 4808.499512
	Iteration 52Q: 3 clusters Score -1395050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1395052.000000 Penalty: 4808.499512
	Iteration 53Q: 3 clusters Score -1395052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1395053.500000 Penalty: 4808.499512
	Iteration 54Q: 3 clusters Score -1395054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1395053.750000 Penalty: 4808.499512
	Iteration 55Q: 3 clusters Score -1395054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1395053.125000 Penalty: 4808.499512
	Iteration 56Q: 3 clusters Score -1395053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1395054.625000 Penalty: 4808.499512
	Iteration 57Q: 3 clusters Score -1395055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1395057.375000 Penalty: 4808.499512
	Iteration 58Q: 3 clusters Score -1395057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1395057.375000 Penalty: 4808.499512
	Iteration 59F: 3 clusters Score -1395057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Entering Unmasked Estep 
Score: -319143.500000 Penalty: 2071.023926
	Iteration 0F: 2 clusters Score -319143.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -315044.875000 Penalty: 4142.047852
	Iteration 0F: 3 clusters Score -315044.9 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -316052.031250 Penalty: 4142.047852
	Iteration 1F: 3 clusters Score -316052 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -316299.781250 Penalty: 4142.047852
	Iteration 2F: 3 clusters Score -316299.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -316492.250000 Penalty: 4142.047852
	Iteration 3F: 3 clusters Score -316492.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -316619.468750 Penalty: 4142.047852
	Iteration 4Q: 3 clusters Score -316619.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -316707.875000 Penalty: 4142.047852
	Iteration 5Q: 3 clusters Score -316707.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -316780.625000 Penalty: 4142.047852
	Iteration 6Q: 3 clusters Score -316780.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -316844.375000 Penalty: 4142.047852
	Iteration 7Q: 3 clusters Score -316844.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -316899.187500 Penalty: 4142.047852
	Iteration 8Q: 3 clusters Score -316899.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -316943.906250 Penalty: 4142.047852
	Iteration 9Q: 3 clusters Score -316943.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -316989.218750 Penalty: 4142.047852
	Iteration 10Q: 3 clusters Score -316989.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -317034.781250 Penalty: 4142.047852
	Iteration 11Q: 3 clusters Score -317034.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -317089.125000 Penalty: 4142.047852
	Iteration 12Q: 3 clusters Score -317089.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -317139.812500 Penalty: 4142.047852
	Iteration 13Q: 3 clusters Score -317139.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -317177.562500 Penalty: 4142.047852
	Iteration 14Q: 3 clusters Score -317177.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -317211.156250 Penalty: 4142.047852
	Iteration 15Q: 3 clusters Score -317211.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -317249.218750 Penalty: 4142.047852
	Iteration 16Q: 3 clusters Score -317249.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -317284.875000 Penalty: 4142.047852
	Iteration 17Q: 3 clusters Score -317284.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -317315.500000 Penalty: 4142.047852
	Iteration 18Q: 3 clusters Score -317315.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -317347.906250 Penalty: 4142.047852
	Iteration 19Q: 3 clusters Score -317347.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -317385.906250 Penalty: 4142.047852
	Iteration 20F: 3 clusters Score -317385.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -317427.750000 Penalty: 4142.047852
	Iteration 21Q: 3 clusters Score -317427.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -317456.343750 Penalty: 4142.047852
	Iteration 22Q: 3 clusters Score -317456.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -317481.281250 Penalty: 4142.047852
	Iteration 23Q: 3 clusters Score -317481.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -317498.562500 Penalty: 4142.047852
	Iteration 24Q: 3 clusters Score -317498.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -317516.656250 Penalty: 4142.047852
	Iteration 25Q: 3 clusters Score -317516.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -317526.250000 Penalty: 4142.047852
	Iteration 26Q: 3 clusters Score -317526.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -317539.468750 Penalty: 4142.047852
	Iteration 27Q: 3 clusters Score -317539.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -317545.812500 Penalty: 4142.047852
	Iteration 28Q: 3 clusters Score -317545.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -317557.062500 Penalty: 4142.047852
	Iteration 29Q: 3 clusters Score -317557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -317568.031250 Penalty: 4142.047852
	Iteration 30Q: 3 clusters Score -317568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -317575.156250 Penalty: 4142.047852
	Iteration 31Q: 3 clusters Score -317575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -317580.500000 Penalty: 4142.047852
	Iteration 32Q: 3 clusters Score -317580.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -317592.593750 Penalty: 4142.047852
	Iteration 33Q: 3 clusters Score -317592.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -317600.750000 Penalty: 4142.047852
	Iteration 34Q: 3 clusters Score -317600.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -317605.531250 Penalty: 4142.047852
	Iteration 35Q: 3 clusters Score -317605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -317607.812500 Penalty: 4142.047852
	Iteration 36Q: 3 clusters Score -317607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -317610.625000 Penalty: 4142.047852
	Iteration 37Q: 3 clusters Score -317610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -317612.187500 Penalty: 4142.047852
	Iteration 38Q: 3 clusters Score -317612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -317614.000000 Penalty: 4142.047852
	Iteration 39Q: 3 clusters Score -317614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -317616.218750 Penalty: 4142.047852
	Iteration 40F: 3 clusters Score -317616.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -317619.125000 Penalty: 4142.047852
	Iteration 41Q: 3 clusters Score -317619.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -317622.906250 Penalty: 4142.047852
	Iteration 42Q: 3 clusters Score -317622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -317625.656250 Penalty: 4142.047852
	Iteration 43Q: 3 clusters Score -317625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -317630.937500 Penalty: 4142.047852
	Iteration 44Q: 3 clusters Score -317630.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -317635.937500 Penalty: 4142.047852
	Iteration 45Q: 3 clusters Score -317635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -317638.937500 Penalty: 4142.047852
	Iteration 46Q: 3 clusters Score -317638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -317642.906250 Penalty: 4142.047852
	Iteration 47Q: 3 clusters Score -317642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -317646.718750 Penalty: 4142.047852
	Iteration 48Q: 3 clusters Score -317646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -317648.750000 Penalty: 4142.047852
	Iteration 49Q: 3 clusters Score -317648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -317655.593750 Penalty: 4142.047852
	Iteration 50Q: 3 clusters Score -317655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -317659.125000 Penalty: 4142.047852
	Iteration 51Q: 3 clusters Score -317659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -317663.281250 Penalty: 4142.047852
	Iteration 52Q: 3 clusters Score -317663.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -317668.562500 Penalty: 4142.047852
	Iteration 53Q: 3 clusters Score -317668.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -317672.281250 Penalty: 4142.047852
	Iteration 54Q: 3 clusters Score -317672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -317677.125000 Penalty: 4142.047852
	Iteration 55Q: 3 clusters Score -317677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -317680.000000 Penalty: 4142.047852
	Iteration 56Q: 3 clusters Score -317680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -317680.968750 Penalty: 4142.047852
	Iteration 57Q: 3 clusters Score -317681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -317681.656250 Penalty: 4142.047852
	Iteration 58Q: 3 clusters Score -317681.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -317681.750000 Penalty: 4142.047852
	Iteration 59Q: 3 clusters Score -317681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -317682.593750 Penalty: 4142.047852
	Iteration 60F: 3 clusters Score -317682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -317684.156250 Penalty: 4142.047852
	Iteration 61Q: 3 clusters Score -317684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -317686.937500 Penalty: 4142.047852
	Iteration 62Q: 3 clusters Score -317686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -317689.093750 Penalty: 4142.047852
	Iteration 63Q: 3 clusters Score -317689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -317691.593750 Penalty: 4142.047852
	Iteration 64Q: 3 clusters Score -317691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -317696.062500 Penalty: 4142.047852
	Iteration 65Q: 3 clusters Score -317696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -317700.281250 Penalty: 4142.047852
	Iteration 66Q: 3 clusters Score -317700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -317701.218750 Penalty: 4142.047852
	Iteration 67Q: 3 clusters Score -317701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -317702.656250 Penalty: 4142.047852
	Iteration 68Q: 3 clusters Score -317702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -317704.468750 Penalty: 4142.047852
	Iteration 69Q: 3 clusters Score -317704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -317705.843750 Penalty: 4142.047852
	Iteration 70Q: 3 clusters Score -317705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -317707.937500 Penalty: 4142.047852
	Iteration 71Q: 3 clusters Score -317707.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -317709.218750 Penalty: 4142.047852
	Iteration 72Q: 3 clusters Score -317709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -317708.656250 Penalty: 4142.047852
	Iteration 73Q: 3 clusters Score -317708.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -317708.656250 Penalty: 4142.047852
	Iteration 74F: 3 clusters Score -317708.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (103721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Entering Unmasked Estep 
Score: -8848171.000000 Penalty: 2864.265869
	Iteration 0F: 2 clusters Score -8848171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -8778676.000000 Penalty: 5728.531738
	Iteration 0F: 3 clusters Score -8778676 nChanged 49329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -8807491.000000 Penalty: 5728.531738
	Iteration 1F: 3 clusters Score -8807491 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -8808758.000000 Penalty: 5728.531738
	Iteration 2Q: 3 clusters Score -8808758 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -8810052.000000 Penalty: 5728.531738
	Iteration 3Q: 3 clusters Score -8810052 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -8811432.000000 Penalty: 5728.531738
	Iteration 4Q: 3 clusters Score -8811432 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -8812910.000000 Penalty: 5728.531738
	Iteration 5Q: 3 clusters Score -8812910 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -8814279.000000 Penalty: 5728.531738
	Iteration 6Q: 3 clusters Score -8814279 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -8815574.000000 Penalty: 5728.531738
	Iteration 7Q: 3 clusters Score -8815574 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -8816876.000000 Penalty: 5728.531738
	Iteration 8Q: 3 clusters Score -8816876 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -8818053.000000 Penalty: 5728.531738
	Iteration 9Q: 3 clusters Score -8818053 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -8819020.000000 Penalty: 5728.531738
	Iteration 10Q: 3 clusters Score -8819020 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -8820056.000000 Penalty: 5728.531738
	Iteration 11Q: 3 clusters Score -8820056 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -8821164.000000 Penalty: 5728.531738
	Iteration 12Q: 3 clusters Score -8821164 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -8822498.000000 Penalty: 5728.531738
	Iteration 13Q: 3 clusters Score -8822498 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -8824169.000000 Penalty: 5728.531738
	Iteration 14Q: 3 clusters Score -8824169 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -8826207.000000 Penalty: 5728.531738
	Iteration 15Q: 3 clusters Score -8826207 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -8828492.000000 Penalty: 5728.531738
	Iteration 16Q: 3 clusters Score -8828492 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -8830775.000000 Penalty: 5728.531738
	Iteration 17Q: 3 clusters Score -8830775 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -8832544.000000 Penalty: 5728.531738
	Iteration 18Q: 3 clusters Score -8832544 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -8833811.000000 Penalty: 5728.531738
	Iteration 19Q: 3 clusters Score -8833811 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -8834824.000000 Penalty: 5728.531738
	Iteration 20F: 3 clusters Score -8834824 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -8835711.000000 Penalty: 5728.531738
	Iteration 21Q: 3 clusters Score -8835711 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -8836732.000000 Penalty: 5728.531738
	Iteration 22Q: 3 clusters Score -8836732 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -8837571.000000 Penalty: 5728.531738
	Iteration 23Q: 3 clusters Score -8837571 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -8838485.000000 Penalty: 5728.531738
	Iteration 24Q: 3 clusters Score -8838485 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -8839391.000000 Penalty: 5728.531738
	Iteration 25Q: 3 clusters Score -8839391 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -8840154.000000 Penalty: 5728.531738
	Iteration 26Q: 3 clusters Score -8840154 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -8840912.000000 Penalty: 5728.531738
	Iteration 27Q: 3 clusters Score -8840912 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -8841682.000000 Penalty: 5728.531738
	Iteration 28Q: 3 clusters Score -8841682 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 96117 members 
Entering Unmasked Estep 
Score: -8842268.000000 Penalty: 5728.531738
	Iteration 29Q: 3 clusters Score -8842268 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 97205 members 
Entering Unmasked Estep 
Score: -8842847.000000 Penalty: 5728.531738
	Iteration 30Q: 3 clusters Score -8842847 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
Score: -8843271.000000 Penalty: 5728.531738
	Iteration 31Q: 3 clusters Score -8843271 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 98941 members 
Entering Unmasked Estep 
Score: -8843725.000000 Penalty: 5728.531738
	Iteration 32Q: 3 clusters Score -8843725 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -8844120.000000 Penalty: 5728.531738
	Iteration 33Q: 3 clusters Score -8844120 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -8844444.000000 Penalty: 5728.531738
	Iteration 34Q: 3 clusters Score -8844444 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -8844669.000000 Penalty: 5728.531738
	Iteration 35Q: 3 clusters Score -8844669 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 101072 members 
Entering Unmasked Estep 
Score: -8844871.000000 Penalty: 5728.531738
	Iteration 36Q: 3 clusters Score -8844871 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -8845014.000000 Penalty: 5728.531738
	Iteration 37Q: 3 clusters Score -8845014 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -8845125.000000 Penalty: 5728.531738
	Iteration 38Q: 3 clusters Score -8845125 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -8845181.000000 Penalty: 5728.531738
	Iteration 39Q: 3 clusters Score -8845181 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 101943 members 
Entering Unmasked Estep 
Score: -8845262.000000 Penalty: 5728.531738
	Iteration 40F: 3 clusters Score -8845262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -8845326.000000 Penalty: 5728.531738
	Iteration 41Q: 3 clusters Score -8845326 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 102209 members 
Entering Unmasked Estep 
Score: -8845375.000000 Penalty: 5728.531738
	Iteration 42Q: 3 clusters Score -8845375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -8845420.000000 Penalty: 5728.531738
	Iteration 43Q: 3 clusters Score -8845420 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 102391 members 
Entering Unmasked Estep 
Score: -8845445.000000 Penalty: 5728.531738
	Iteration 44Q: 3 clusters Score -8845445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -8845499.000000 Penalty: 5728.531738
	Iteration 45Q: 3 clusters Score -8845499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 102531 members 
Entering Unmasked Estep 
Score: -8845524.000000 Penalty: 5728.531738
	Iteration 46Q: 3 clusters Score -8845524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 102588 members 
Entering Unmasked Estep 
Score: -8845566.000000 Penalty: 5728.531738
	Iteration 47Q: 3 clusters Score -8845566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 102634 members 
Entering Unmasked Estep 
Score: -8845588.000000 Penalty: 5728.531738
	Iteration 48Q: 3 clusters Score -8845588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -8845599.000000 Penalty: 5728.531738
	Iteration 49Q: 3 clusters Score -8845599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -8845623.000000 Penalty: 5728.531738
	Iteration 50Q: 3 clusters Score -8845623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -8845639.000000 Penalty: 5728.531738
	Iteration 51Q: 3 clusters Score -8845639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 102756 members 
Entering Unmasked Estep 
Score: -8845659.000000 Penalty: 5728.531738
	Iteration 52Q: 3 clusters Score -8845659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -8845693.000000 Penalty: 5728.531738
	Iteration 53Q: 3 clusters Score -8845693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -8845706.000000 Penalty: 5728.531738
	Iteration 54Q: 3 clusters Score -8845706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -8845740.000000 Penalty: 5728.531738
	Iteration 55Q: 3 clusters Score -8845740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -8845728.000000 Penalty: 5728.531738
	Iteration 56Q: 3 clusters Score -8845728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -8845729.000000 Penalty: 5728.531738
	Iteration 57Q: 3 clusters Score -8845729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 102871 members 
Entering Unmasked Estep 
Score: -8845748.000000 Penalty: 5728.531738
	Iteration 58Q: 3 clusters Score -8845748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 102887 members 
Entering Unmasked Estep 
Score: -8845760.000000 Penalty: 5728.531738
	Iteration 59Q: 3 clusters Score -8845760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -8845754.000000 Penalty: 5728.531738
	Iteration 60F: 3 clusters Score -8845754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -8845768.000000 Penalty: 5728.531738
	Iteration 61Q: 3 clusters Score -8845768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -8845762.000000 Penalty: 5728.531738
	Iteration 62Q: 3 clusters Score -8845762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -8845772.000000 Penalty: 5728.531738
	Iteration 63Q: 3 clusters Score -8845772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -8845765.000000 Penalty: 5728.531738
	Iteration 64Q: 3 clusters Score -8845765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 102918 members 
Entering Unmasked Estep 
Score: -8845778.000000 Penalty: 5728.531738
	Iteration 65Q: 3 clusters Score -8845778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -8845782.000000 Penalty: 5728.531738
	Iteration 66Q: 3 clusters Score -8845782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -8845796.000000 Penalty: 5728.531738
	Iteration 67Q: 3 clusters Score -8845796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -8845788.000000 Penalty: 5728.531738
	Iteration 68Q: 3 clusters Score -8845788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -8845789.000000 Penalty: 5728.531738
	Iteration 69Q: 3 clusters Score -8845789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -8845793.000000 Penalty: 5728.531738
	Iteration 70Q: 3 clusters Score -8845793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 102937 members 
Entering Unmasked Estep 
Score: -8845793.000000 Penalty: 5728.531738
	Iteration 71Q: 3 clusters Score -8845793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -8845794.000000 Penalty: 5728.531738
	Iteration 72Q: 3 clusters Score -8845794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -8845794.000000 Penalty: 5728.531738
	Iteration 73F: 3 clusters Score -8845794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Entering Unmasked Estep 
Score: -1074650.250000 Penalty: 2339.979736
	Iteration 0F: 2 clusters Score -1074650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1065379.500000 Penalty: 4679.959473
	Iteration 0F: 3 clusters Score -1065380 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1068233.875000 Penalty: 4679.959473
	Iteration 1F: 3 clusters Score -1068234 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1068655.375000 Penalty: 4679.959473
	Iteration 2F: 3 clusters Score -1068655 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1068971.250000 Penalty: 4679.959473
	Iteration 3F: 3 clusters Score -1068971 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1069268.875000 Penalty: 4679.959473
	Iteration 4Q: 3 clusters Score -1069269 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1069558.375000 Penalty: 4679.959473
	Iteration 5Q: 3 clusters Score -1069558 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1069855.125000 Penalty: 4679.959473
	Iteration 6Q: 3 clusters Score -1069855 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1070145.750000 Penalty: 4679.959473
	Iteration 7Q: 3 clusters Score -1070146 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1070459.125000 Penalty: 4679.959473
	Iteration 8Q: 3 clusters Score -1070459 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1070863.000000 Penalty: 4679.959473
	Iteration 9Q: 3 clusters Score -1070863 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1071317.125000 Penalty: 4679.959473
	Iteration 10Q: 3 clusters Score -1071317 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1071764.500000 Penalty: 4679.959473
	Iteration 11Q: 3 clusters Score -1071764 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1072160.750000 Penalty: 4679.959473
	Iteration 12Q: 3 clusters Score -1072161 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1072454.000000 Penalty: 4679.959473
	Iteration 13Q: 3 clusters Score -1072454 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1072629.375000 Penalty: 4679.959473
	Iteration 14Q: 3 clusters Score -1072629 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1072750.625000 Penalty: 4679.959473
	Iteration 15Q: 3 clusters Score -1072751 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1072812.625000 Penalty: 4679.959473
	Iteration 16Q: 3 clusters Score -1072813 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1072847.875000 Penalty: 4679.959473
	Iteration 17Q: 3 clusters Score -1072848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1072872.625000 Penalty: 4679.959473
	Iteration 18Q: 3 clusters Score -1072873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1072889.500000 Penalty: 4679.959473
	Iteration 19Q: 3 clusters Score -1072890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1072893.625000 Penalty: 4679.959473
	Iteration 20F: 3 clusters Score -1072894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1072896.625000 Penalty: 4679.959473
	Iteration 21Q: 3 clusters Score -1072897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1072897.750000 Penalty: 4679.959473
	Iteration 22Q: 3 clusters Score -1072898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1072902.500000 Penalty: 4679.959473
	Iteration 23Q: 3 clusters Score -1072902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1072902.500000 Penalty: 4679.959473
	Iteration 24Q: 3 clusters Score -1072902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1072904.250000 Penalty: 4679.959473
	Iteration 25Q: 3 clusters Score -1072904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1072907.625000 Penalty: 4679.959473
	Iteration 26Q: 3 clusters Score -1072908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1072909.250000 Penalty: 4679.959473
	Iteration 27Q: 3 clusters Score -1072909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1072910.250000 Penalty: 4679.959473
	Iteration 28Q: 3 clusters Score -1072910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1072909.625000 Penalty: 4679.959473
	Iteration 29Q: 3 clusters Score -1072910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1072910.625000 Penalty: 4679.959473
	Iteration 30Q: 3 clusters Score -1072911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1072911.250000 Penalty: 4679.959473
	Iteration 31Q: 3 clusters Score -1072911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1072911.875000 Penalty: 4679.959473
	Iteration 32Q: 3 clusters Score -1072912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1072914.625000 Penalty: 4679.959473
	Iteration 33Q: 3 clusters Score -1072915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1072912.875000 Penalty: 4679.959473
	Iteration 34Q: 3 clusters Score -1072913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1072914.375000 Penalty: 4679.959473
	Iteration 35Q: 3 clusters Score -1072914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1072914.500000 Penalty: 4679.959473
	Iteration 36Q: 3 clusters Score -1072914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1072915.500000 Penalty: 4679.959473
	Iteration 37Q: 3 clusters Score -1072916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1072917.125000 Penalty: 4679.959473
	Iteration 38Q: 3 clusters Score -1072917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1072919.250000 Penalty: 4679.959473
	Iteration 39Q: 3 clusters Score -1072919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1072919.250000 Penalty: 4679.959473
	Iteration 40F: 3 clusters Score -1072919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1072918.125000 Penalty: 4679.959473
	Iteration 41Q: 3 clusters Score -1072918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1072920.500000 Penalty: 4679.959473
	Iteration 42Q: 3 clusters Score -1072920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1072919.000000 Penalty: 4679.959473
	Iteration 43Q: 3 clusters Score -1072919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1072918.500000 Penalty: 4679.959473
	Iteration 44Q: 3 clusters Score -1072918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1072918.875000 Penalty: 4679.959473
	Iteration 45Q: 3 clusters Score -1072919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1072918.875000 Penalty: 4679.959473
	Iteration 46F: 3 clusters Score -1072919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Entering Unmasked Estep 
Score: -1058556.375000 Penalty: 2333.275879
	Iteration 0F: 2 clusters Score -1058556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1049540.125000 Penalty: 4666.551758
	Iteration 0F: 3 clusters Score -1049540 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1052420.875000 Penalty: 4666.551758
	Iteration 1F: 3 clusters Score -1052421 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1052907.125000 Penalty: 4666.551758
	Iteration 2F: 3 clusters Score -1052907 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1053321.875000 Penalty: 4666.551758
	Iteration 3F: 3 clusters Score -1053322 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1053687.000000 Penalty: 4666.551758
	Iteration 4F: 3 clusters Score -1053687 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1054029.875000 Penalty: 4666.551758
	Iteration 5F: 3 clusters Score -1054030 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1054355.250000 Penalty: 4666.551758
	Iteration 6Q: 3 clusters Score -1054355 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1054671.625000 Penalty: 4666.551758
	Iteration 7Q: 3 clusters Score -1054672 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1054934.750000 Penalty: 4666.551758
	Iteration 8Q: 3 clusters Score -1054935 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1055154.125000 Penalty: 4666.551758
	Iteration 9Q: 3 clusters Score -1055154 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1055335.500000 Penalty: 4666.551758
	Iteration 10Q: 3 clusters Score -1055336 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1055504.000000 Penalty: 4666.551758
	Iteration 11Q: 3 clusters Score -1055504 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1055655.625000 Penalty: 4666.551758
	Iteration 12Q: 3 clusters Score -1055656 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1055803.375000 Penalty: 4666.551758
	Iteration 13Q: 3 clusters Score -1055803 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1055930.375000 Penalty: 4666.551758
	Iteration 14Q: 3 clusters Score -1055930 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1056025.375000 Penalty: 4666.551758
	Iteration 15Q: 3 clusters Score -1056025 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1056099.000000 Penalty: 4666.551758
	Iteration 16Q: 3 clusters Score -1056099 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1056164.625000 Penalty: 4666.551758
	Iteration 17Q: 3 clusters Score -1056165 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1056216.375000 Penalty: 4666.551758
	Iteration 18Q: 3 clusters Score -1056216 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1056264.500000 Penalty: 4666.551758
	Iteration 19Q: 3 clusters Score -1056264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1056315.250000 Penalty: 4666.551758
	Iteration 20F: 3 clusters Score -1056315 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1056365.125000 Penalty: 4666.551758
	Iteration 21Q: 3 clusters Score -1056365 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1056400.375000 Penalty: 4666.551758
	Iteration 22Q: 3 clusters Score -1056400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1056426.500000 Penalty: 4666.551758
	Iteration 23Q: 3 clusters Score -1056426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1056448.625000 Penalty: 4666.551758
	Iteration 24Q: 3 clusters Score -1056449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1056466.000000 Penalty: 4666.551758
	Iteration 25Q: 3 clusters Score -1056466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1056483.250000 Penalty: 4666.551758
	Iteration 26Q: 3 clusters Score -1056483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1056490.250000 Penalty: 4666.551758
	Iteration 27Q: 3 clusters Score -1056490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1056498.875000 Penalty: 4666.551758
	Iteration 28Q: 3 clusters Score -1056499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1056500.625000 Penalty: 4666.551758
	Iteration 29Q: 3 clusters Score -1056501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1056503.000000 Penalty: 4666.551758
	Iteration 30Q: 3 clusters Score -1056503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1056504.375000 Penalty: 4666.551758
	Iteration 31Q: 3 clusters Score -1056504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1056503.000000 Penalty: 4666.551758
	Iteration 32Q: 3 clusters Score -1056503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1056503.000000 Penalty: 4666.551758
	Iteration 33F: 3 clusters Score -1056503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Entering Unmasked Estep 
Score: -2037530.250000 Penalty: 2495.171143
	Iteration 0F: 2 clusters Score -2037530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2021208.000000 Penalty: 4990.342285
	Iteration 0F: 3 clusters Score -2021208 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2027067.000000 Penalty: 4990.342285
	Iteration 1F: 3 clusters Score -2027067 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2027594.375000 Penalty: 4990.342285
	Iteration 2F: 3 clusters Score -2027594 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2028070.000000 Penalty: 4990.342285
	Iteration 3Q: 3 clusters Score -2028070 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2028621.250000 Penalty: 4990.342285
	Iteration 4Q: 3 clusters Score -2028621 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2029298.750000 Penalty: 4990.342285
	Iteration 5F: 3 clusters Score -2029299 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2030089.375000 Penalty: 4990.342285
	Iteration 6F: 3 clusters Score -2030089 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2030936.625000 Penalty: 4990.342285
	Iteration 7F: 3 clusters Score -2030937 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2031770.875000 Penalty: 4990.342285
	Iteration 8F: 3 clusters Score -2031771 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2032489.500000 Penalty: 4990.342285
	Iteration 9F: 3 clusters Score -2032490 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2033063.875000 Penalty: 4990.342285
	Iteration 10Q: 3 clusters Score -2033064 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2033569.125000 Penalty: 4990.342285
	Iteration 11Q: 3 clusters Score -2033569 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2033976.500000 Penalty: 4990.342285
	Iteration 12Q: 3 clusters Score -2033976 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2034324.500000 Penalty: 4990.342285
	Iteration 13Q: 3 clusters Score -2034324 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2034567.250000 Penalty: 4990.342285
	Iteration 14Q: 3 clusters Score -2034567 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2034754.875000 Penalty: 4990.342285
	Iteration 15Q: 3 clusters Score -2034755 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2034906.125000 Penalty: 4990.342285
	Iteration 16Q: 3 clusters Score -2034906 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2035024.625000 Penalty: 4990.342285
	Iteration 17Q: 3 clusters Score -2035025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2035098.875000 Penalty: 4990.342285
	Iteration 18Q: 3 clusters Score -2035099 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2035171.875000 Penalty: 4990.342285
	Iteration 19Q: 3 clusters Score -2035172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2035226.500000 Penalty: 4990.342285
	Iteration 20F: 3 clusters Score -2035226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2035270.375000 Penalty: 4990.342285
	Iteration 21Q: 3 clusters Score -2035270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2035309.500000 Penalty: 4990.342285
	Iteration 22Q: 3 clusters Score -2035310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2035328.625000 Penalty: 4990.342285
	Iteration 23Q: 3 clusters Score -2035329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2035346.750000 Penalty: 4990.342285
	Iteration 24Q: 3 clusters Score -2035347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2035359.500000 Penalty: 4990.342285
	Iteration 25Q: 3 clusters Score -2035360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2035367.750000 Penalty: 4990.342285
	Iteration 26Q: 3 clusters Score -2035368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2035374.875000 Penalty: 4990.342285
	Iteration 27Q: 3 clusters Score -2035375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2035378.625000 Penalty: 4990.342285
	Iteration 28Q: 3 clusters Score -2035379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2035387.500000 Penalty: 4990.342285
	Iteration 29Q: 3 clusters Score -2035388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2035397.875000 Penalty: 4990.342285
	Iteration 30Q: 3 clusters Score -2035398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2035401.125000 Penalty: 4990.342285
	Iteration 31Q: 3 clusters Score -2035401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2035399.375000 Penalty: 4990.342285
	Iteration 32Q: 3 clusters Score -2035399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2035401.375000 Penalty: 4990.342285
	Iteration 33Q: 3 clusters Score -2035401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2035407.750000 Penalty: 4990.342285
	Iteration 34Q: 3 clusters Score -2035408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2035412.750000 Penalty: 4990.342285
	Iteration 35Q: 3 clusters Score -2035413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2035416.625000 Penalty: 4990.342285
	Iteration 36Q: 3 clusters Score -2035417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2035415.875000 Penalty: 4990.342285
	Iteration 37Q: 3 clusters Score -2035416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2035418.500000 Penalty: 4990.342285
	Iteration 38Q: 3 clusters Score -2035418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2035418.875000 Penalty: 4990.342285
	Iteration 39Q: 3 clusters Score -2035419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2035419.000000 Penalty: 4990.342285
	Iteration 40F: 3 clusters Score -2035419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2035419.250000 Penalty: 4990.342285
	Iteration 41Q: 3 clusters Score -2035419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2035419.250000 Penalty: 4990.342285
	Iteration 42F: 3 clusters Score -2035419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -386781.031250 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -386781 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 2216 members 
Entering Unmasked Estep 
Score: -382648.562500 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -382648.6 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -383580.562500 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -383580.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -383768.000000 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -383768 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -383877.812500 Penalty: 4162.697754
	Iteration 3Q: 3 clusters Score -383877.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -383947.031250 Penalty: 4162.697754
	Iteration 4Q: 3 clusters Score -383947 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -383996.562500 Penalty: 4162.697754
	Iteration 5Q: 3 clusters Score -383996.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -384030.843750 Penalty: 4162.697754
	Iteration 6Q: 3 clusters Score -384030.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -384051.968750 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -384052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -384069.187500 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -384069.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -384084.531250 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -384084.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -384099.718750 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -384099.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -384111.781250 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -384111.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -384125.031250 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -384125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -384133.656250 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -384133.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -384144.875000 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -384144.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -384154.562500 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -384154.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -384161.531250 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -384161.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -384170.812500 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -384170.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -384179.312500 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -384179.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -384188.906250 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -384188.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -384200.187500 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -384200.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -384210.312500 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -384210.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -384221.750000 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -384221.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -384231.906250 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -384231.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -384241.531250 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -384241.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -384249.031250 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -384249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -384258.281250 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -384258.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -384266.812500 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -384266.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -384275.875000 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -384275.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -384285.125000 Penalty: 4162.697754
	Iteration 29Q: 3 clusters Score -384285.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -384295.593750 Penalty: 4162.697754
	Iteration 30Q: 3 clusters Score -384295.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -384302.937500 Penalty: 4162.697754
	Iteration 31Q: 3 clusters Score -384302.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -384310.218750 Penalty: 4162.697754
	Iteration 32Q: 3 clusters Score -384310.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -384318.437500 Penalty: 4162.697754
	Iteration 33Q: 3 clusters Score -384318.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -384329.281250 Penalty: 4162.697754
	Iteration 34Q: 3 clusters Score -384329.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -384339.125000 Penalty: 4162.697754
	Iteration 35Q: 3 clusters Score -384339.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -384348.593750 Penalty: 4162.697754
	Iteration 36Q: 3 clusters Score -384348.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -384361.531250 Penalty: 4162.697754
	Iteration 37Q: 3 clusters Score -384361.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -384373.093750 Penalty: 4162.697754
	Iteration 38Q: 3 clusters Score -384373.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -384382.625000 Penalty: 4162.697754
	Iteration 39Q: 3 clusters Score -384382.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -384396.250000 Penalty: 4162.697754
	Iteration 40F: 3 clusters Score -384396.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -384418.500000 Penalty: 4162.697754
	Iteration 41Q: 3 clusters Score -384418.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -384440.937500 Penalty: 4162.697754
	Iteration 42Q: 3 clusters Score -384440.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -384465.187500 Penalty: 4162.697754
	Iteration 43Q: 3 clusters Score -384465.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -384491.187500 Penalty: 4162.697754
	Iteration 44Q: 3 clusters Score -384491.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -384510.750000 Penalty: 4162.697754
	Iteration 45Q: 3 clusters Score -384510.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -384532.187500 Penalty: 4162.697754
	Iteration 46Q: 3 clusters Score -384532.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -384552.375000 Penalty: 4162.697754
	Iteration 47Q: 3 clusters Score -384552.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -384569.906250 Penalty: 4162.697754
	Iteration 48Q: 3 clusters Score -384569.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -384586.750000 Penalty: 4162.697754
	Iteration 49Q: 3 clusters Score -384586.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -384600.750000 Penalty: 4162.697754
	Iteration 50Q: 3 clusters Score -384600.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -384616.593750 Penalty: 4162.697754
	Iteration 51Q: 3 clusters Score -384616.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -384633.625000 Penalty: 4162.697754
	Iteration 52Q: 3 clusters Score -384633.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -384646.750000 Penalty: 4162.697754
	Iteration 53Q: 3 clusters Score -384646.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -384659.812500 Penalty: 4162.697754
	Iteration 54Q: 3 clusters Score -384659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -384673.375000 Penalty: 4162.697754
	Iteration 55Q: 3 clusters Score -384673.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -384682.187500 Penalty: 4162.697754
	Iteration 56Q: 3 clusters Score -384682.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -384692.718750 Penalty: 4162.697754
	Iteration 57Q: 3 clusters Score -384692.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -384709.000000 Penalty: 4162.697754
	Iteration 58Q: 3 clusters Score -384709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -384720.937500 Penalty: 4162.697754
	Iteration 59Q: 3 clusters Score -384720.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -384735.218750 Penalty: 4162.697754
	Iteration 60F: 3 clusters Score -384735.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -384752.937500 Penalty: 4162.697754
	Iteration 61Q: 3 clusters Score -384752.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -384771.781250 Penalty: 4162.697754
	Iteration 62Q: 3 clusters Score -384771.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -384785.156250 Penalty: 4162.697754
	Iteration 63Q: 3 clusters Score -384785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -384794.812500 Penalty: 4162.697754
	Iteration 64Q: 3 clusters Score -384794.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -384805.093750 Penalty: 4162.697754
	Iteration 65Q: 3 clusters Score -384805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -384814.781250 Penalty: 4162.697754
	Iteration 66Q: 3 clusters Score -384814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -384820.937500 Penalty: 4162.697754
	Iteration 67Q: 3 clusters Score -384820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -384828.500000 Penalty: 4162.697754
	Iteration 68Q: 3 clusters Score -384828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -384832.281250 Penalty: 4162.697754
	Iteration 69Q: 3 clusters Score -384832.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -384836.937500 Penalty: 4162.697754
	Iteration 70Q: 3 clusters Score -384836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -384839.812500 Penalty: 4162.697754
	Iteration 71Q: 3 clusters Score -384839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -384844.656250 Penalty: 4162.697754
	Iteration 72Q: 3 clusters Score -384844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -384846.593750 Penalty: 4162.697754
	Iteration 73Q: 3 clusters Score -384846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -384849.343750 Penalty: 4162.697754
	Iteration 74Q: 3 clusters Score -384849.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -384854.718750 Penalty: 4162.697754
	Iteration 75Q: 3 clusters Score -384854.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -384860.437500 Penalty: 4162.697754
	Iteration 76Q: 3 clusters Score -384860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -384862.843750 Penalty: 4162.697754
	Iteration 77Q: 3 clusters Score -384862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -384866.875000 Penalty: 4162.697754
	Iteration 78Q: 3 clusters Score -384866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -384870.093750 Penalty: 4162.697754
	Iteration 79Q: 3 clusters Score -384870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -384872.062500 Penalty: 4162.697754
	Iteration 80F: 3 clusters Score -384872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -384872.843750 Penalty: 4162.697754
	Iteration 81Q: 3 clusters Score -384872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -384873.125000 Penalty: 4162.697754
	Iteration 82Q: 3 clusters Score -384873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -384873.125000 Penalty: 4162.697754
	Iteration 83F: 3 clusters Score -384873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -404028.937500 Penalty: 2113.253906
	Iteration 0F: 2 clusters Score -404028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -399467.687500 Penalty: 4226.507812
	Iteration 0F: 3 clusters Score -399467.7 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -400537.656250 Penalty: 4226.507812
	Iteration 1F: 3 clusters Score -400537.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -400752.968750 Penalty: 4226.507812
	Iteration 2F: 3 clusters Score -400753 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -400882.593750 Penalty: 4226.507812
	Iteration 3Q: 3 clusters Score -400882.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -400975.250000 Penalty: 4226.507812
	Iteration 4Q: 3 clusters Score -400975.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -401034.750000 Penalty: 4226.507812
	Iteration 5Q: 3 clusters Score -401034.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -401101.312500 Penalty: 4226.507812
	Iteration 6Q: 3 clusters Score -401101.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -401163.343750 Penalty: 4226.507812
	Iteration 7Q: 3 clusters Score -401163.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -401228.187500 Penalty: 4226.507812
	Iteration 8Q: 3 clusters Score -401228.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -401298.656250 Penalty: 4226.507812
	Iteration 9Q: 3 clusters Score -401298.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -401367.593750 Penalty: 4226.507812
	Iteration 10Q: 3 clusters Score -401367.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -401431.625000 Penalty: 4226.507812
	Iteration 11Q: 3 clusters Score -401431.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -401497.625000 Penalty: 4226.507812
	Iteration 12Q: 3 clusters Score -401497.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -401571.062500 Penalty: 4226.507812
	Iteration 13Q: 3 clusters Score -401571.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -401647.062500 Penalty: 4226.507812
	Iteration 14Q: 3 clusters Score -401647.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -401706.781250 Penalty: 4226.507812
	Iteration 15Q: 3 clusters Score -401706.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -401757.625000 Penalty: 4226.507812
	Iteration 16Q: 3 clusters Score -401757.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -401805.625000 Penalty: 4226.507812
	Iteration 17Q: 3 clusters Score -401805.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -401843.250000 Penalty: 4226.507812
	Iteration 18Q: 3 clusters Score -401843.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -401874.062500 Penalty: 4226.507812
	Iteration 19Q: 3 clusters Score -401874.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -401906.718750 Penalty: 4226.507812
	Iteration 20F: 3 clusters Score -401906.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -401937.218750 Penalty: 4226.507812
	Iteration 21Q: 3 clusters Score -401937.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -401964.937500 Penalty: 4226.507812
	Iteration 22Q: 3 clusters Score -401964.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -401994.656250 Penalty: 4226.507812
	Iteration 23Q: 3 clusters Score -401994.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -402021.156250 Penalty: 4226.507812
	Iteration 24Q: 3 clusters Score -402021.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -402047.187500 Penalty: 4226.507812
	Iteration 25Q: 3 clusters Score -402047.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -402069.218750 Penalty: 4226.507812
	Iteration 26Q: 3 clusters Score -402069.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -402089.500000 Penalty: 4226.507812
	Iteration 27Q: 3 clusters Score -402089.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -402111.281250 Penalty: 4226.507812
	Iteration 28Q: 3 clusters Score -402111.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -402127.062500 Penalty: 4226.507812
	Iteration 29Q: 3 clusters Score -402127.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -402140.593750 Penalty: 4226.507812
	Iteration 30Q: 3 clusters Score -402140.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -402155.781250 Penalty: 4226.507812
	Iteration 31Q: 3 clusters Score -402155.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -402167.562500 Penalty: 4226.507812
	Iteration 32Q: 3 clusters Score -402167.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -402179.062500 Penalty: 4226.507812
	Iteration 33Q: 3 clusters Score -402179.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -402190.500000 Penalty: 4226.507812
	Iteration 34Q: 3 clusters Score -402190.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -402205.062500 Penalty: 4226.507812
	Iteration 35Q: 3 clusters Score -402205.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -402223.218750 Penalty: 4226.507812
	Iteration 36Q: 3 clusters Score -402223.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -402237.000000 Penalty: 4226.507812
	Iteration 37Q: 3 clusters Score -402237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -402250.625000 Penalty: 4226.507812
	Iteration 38Q: 3 clusters Score -402250.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -402257.781250 Penalty: 4226.507812
	Iteration 39Q: 3 clusters Score -402257.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -402273.843750 Penalty: 4226.507812
	Iteration 40F: 3 clusters Score -402273.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -402286.468750 Penalty: 4226.507812
	Iteration 41Q: 3 clusters Score -402286.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -402297.812500 Penalty: 4226.507812
	Iteration 42Q: 3 clusters Score -402297.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -402304.375000 Penalty: 4226.507812
	Iteration 43Q: 3 clusters Score -402304.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -402309.437500 Penalty: 4226.507812
	Iteration 44Q: 3 clusters Score -402309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -402312.718750 Penalty: 4226.507812
	Iteration 45Q: 3 clusters Score -402312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -402313.593750 Penalty: 4226.507812
	Iteration 46Q: 3 clusters Score -402313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -402314.781250 Penalty: 4226.507812
	Iteration 47Q: 3 clusters Score -402314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -402316.562500 Penalty: 4226.507812
	Iteration 48Q: 3 clusters Score -402316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -402318.343750 Penalty: 4226.507812
	Iteration 49Q: 3 clusters Score -402318.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -402320.093750 Penalty: 4226.507812
	Iteration 50Q: 3 clusters Score -402320.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -402323.531250 Penalty: 4226.507812
	Iteration 51Q: 3 clusters Score -402323.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -402331.218750 Penalty: 4226.507812
	Iteration 52Q: 3 clusters Score -402331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -402336.000000 Penalty: 4226.507812
	Iteration 53Q: 3 clusters Score -402336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -402339.593750 Penalty: 4226.507812
	Iteration 54Q: 3 clusters Score -402339.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -402344.343750 Penalty: 4226.507812
	Iteration 55Q: 3 clusters Score -402344.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -402349.375000 Penalty: 4226.507812
	Iteration 56Q: 3 clusters Score -402349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -402353.000000 Penalty: 4226.507812
	Iteration 57Q: 3 clusters Score -402353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -402356.187500 Penalty: 4226.507812
	Iteration 58Q: 3 clusters Score -402356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -402359.875000 Penalty: 4226.507812
	Iteration 59Q: 3 clusters Score -402359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -402363.093750 Penalty: 4226.507812
	Iteration 60F: 3 clusters Score -402363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -402365.843750 Penalty: 4226.507812
	Iteration 61Q: 3 clusters Score -402365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -402370.125000 Penalty: 4226.507812
	Iteration 62Q: 3 clusters Score -402370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -402372.625000 Penalty: 4226.507812
	Iteration 63Q: 3 clusters Score -402372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -402375.218750 Penalty: 4226.507812
	Iteration 64Q: 3 clusters Score -402375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -402375.531250 Penalty: 4226.507812
	Iteration 65Q: 3 clusters Score -402375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -402375.625000 Penalty: 4226.507812
	Iteration 66Q: 3 clusters Score -402375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -402376.812500 Penalty: 4226.507812
	Iteration 67Q: 3 clusters Score -402376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -402376.812500 Penalty: 4226.507812
	Iteration 68F: 3 clusters Score -402376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12322 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7053 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17182 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 13 contains 29055 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 38949 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23868 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25244 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103721 members 
Mstep: Class 27 contains 12524 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23416 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176400.000000 Penalty: 100329.578125
Iteration 239Q: 32 clusters Score -3.81764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12322 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7047 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17182 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 29054 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 38948 members 
Mstep: Class 18 contains 11733 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23865 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25241 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103722 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 12190 members 
Mstep: Class 29 contains 23415 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176404.000000 Penalty: 100329.578125
Iteration 240F: 32 clusters Score -3.81764e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 4634 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7039 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 29057 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3917 members 
Mstep: Class 17 contains 38948 members 
Mstep: Class 18 contains 11744 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23860 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25236 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 103723 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23415 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176452.000000 Penalty: 100329.578125
Iteration 241Q: 32 clusters Score -3.817645e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4632 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8232 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17187 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 13 contains 29065 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3914 members 
Mstep: Class 17 contains 38947 members 
Mstep: Class 18 contains 11749 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23857 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25236 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 103723 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23414 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176468.000000 Penalty: 100329.578125
Iteration 242Q: 32 clusters Score -3.817647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12328 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4632 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8232 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 13 contains 29067 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3914 members 
Mstep: Class 17 contains 38945 members 
Mstep: Class 18 contains 11752 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23852 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25234 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 103725 members 
Mstep: Class 27 contains 12524 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23412 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176444.000000 Penalty: 100329.578125
Iteration 243Q: 32 clusters Score -3.817644e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12329 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4634 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7025 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8231 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 13 contains 29072 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 38942 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23849 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25231 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 103727 members 
Mstep: Class 27 contains 12524 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23411 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176424.000000 Penalty: 100329.578125
Iteration 244Q: 32 clusters Score -3.817642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4634 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 8595 members 
Mstep: Class 13 contains 29081 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38938 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23846 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25227 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103729 members 
Mstep: Class 27 contains 12524 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23411 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176428.000000 Penalty: 100329.578125
Iteration 245Q: 32 clusters Score -3.817643e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12329 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4636 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7029 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 29080 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38936 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23844 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25222 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 103730 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23410 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176444.000000 Penalty: 100329.578125
Iteration 246Q: 32 clusters Score -3.817644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12329 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 29087 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38929 members 
Mstep: Class 18 contains 11765 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23835 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25222 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 103733 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23409 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176476.000000 Penalty: 100329.578125
Iteration 247Q: 32 clusters Score -3.817648e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12329 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7027 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 29094 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38927 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23829 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25223 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 103733 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23409 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176492.000000 Penalty: 100329.578125
Iteration 248Q: 32 clusters Score -3.817649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12329 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4638 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7027 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 29105 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38924 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23823 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25222 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 103736 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23409 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176472.000000 Penalty: 100329.578125
Iteration 249Q: 32 clusters Score -3.817647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12329 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4638 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7026 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 29114 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 38920 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23815 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25221 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 103738 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23410 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176464.000000 Penalty: 100329.578125
Iteration 250Q: 32 clusters Score -3.817646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12329 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7026 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8231 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 29116 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 38919 members 
Mstep: Class 18 contains 11759 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23811 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25220 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103740 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23410 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176500.000000 Penalty: 100329.578125
Iteration 251Q: 32 clusters Score -3.81765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7029 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8231 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 29120 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38918 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 23808 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25218 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 103740 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23409 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176532.000000 Penalty: 100329.578125
Iteration 252Q: 32 clusters Score -3.817653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8232 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 29122 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 38917 members 
Mstep: Class 18 contains 11755 members 
Mstep: Class 19 contains 3593 members 
Mstep: Class 20 contains 23806 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25218 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103741 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23408 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176552.000000 Penalty: 100329.578125
Iteration 253Q: 32 clusters Score -3.817655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7026 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8231 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 29122 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38918 members 
Mstep: Class 18 contains 11759 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 23805 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 25216 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103742 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23407 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176552.000000 Penalty: 100329.578125
Iteration 254Q: 32 clusters Score -3.817655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7026 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8232 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 8593 members 
Mstep: Class 13 contains 29121 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38918 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 3595 members 
Mstep: Class 20 contains 23805 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25215 members 
Mstep: Class 23 contains 22504 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103741 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23407 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176548.000000 Penalty: 100329.578125
Iteration 255Q: 32 clusters Score -3.817655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8231 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17199 members 
Mstep: Class 12 contains 8592 members 
Mstep: Class 13 contains 29121 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38917 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 23805 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25214 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103742 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 23406 members 
Mstep: Class 30 contains 4415 members 
Mstep: Class 31 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176588.000000 Penalty: 100329.578125
Iteration 256Q: 32 clusters Score -3.817659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12331 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 8592 members 
Mstep: Class 13 contains 29121 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38917 members 
Mstep: Class 18 contains 11768 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 23805 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25213 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103743 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12187 members 
Mstep: Class 29 contains 23406 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176584.000000 Penalty: 100329.578125
Iteration 257Q: 32 clusters Score -3.817658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12331 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7023 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 8592 members 
Mstep: Class 13 contains 29122 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38917 members 
Mstep: Class 18 contains 11769 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 23805 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25213 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 103743 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12187 members 
Mstep: Class 29 contains 23406 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176572.000000 Penalty: 100329.578125
Iteration 258Q: 32 clusters Score -3.817657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 8592 members 
Mstep: Class 13 contains 29123 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38917 members 
Mstep: Class 18 contains 11769 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 23805 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25213 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103743 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12187 members 
Mstep: Class 29 contains 23405 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176576.000000 Penalty: 100329.578125
Iteration 259Q: 32 clusters Score -3.817658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7025 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 8591 members 
Mstep: Class 13 contains 29124 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38917 members 
Mstep: Class 18 contains 11769 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 23804 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25213 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103743 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12187 members 
Mstep: Class 29 contains 23405 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176572.000000 Penalty: 100329.578125
Iteration 260F: 32 clusters Score -3.817657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7025 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 8591 members 
Mstep: Class 13 contains 29125 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38917 members 
Mstep: Class 18 contains 11769 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 23802 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25213 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103743 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12187 members 
Mstep: Class 29 contains 23405 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176568.000000 Penalty: 100329.578125
Iteration 261Q: 32 clusters Score -3.817657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 7025 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 8591 members 
Mstep: Class 13 contains 29125 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 38917 members 
Mstep: Class 18 contains 11769 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 23802 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 25213 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 103743 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 12187 members 
Mstep: Class 29 contains 23405 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176568.000000 Penalty: 100329.578125
Iteration 262F: 32 clusters Score -3.817657e+07 nChanged 0
Entering ConstructFrom: 
Score: -38176568.000000 Penalty: 100329.578125
Entering ConstructFrom: 
Trying to split cluster 1 (4900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Entering Unmasked Estep 
Score: -414704.062500 Penalty: 2107.253662
	Iteration 0F: 2 clusters Score -414704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -410167.906250 Penalty: 4214.507324
	Iteration 0F: 3 clusters Score -410167.9 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -411240.656250 Penalty: 4214.507324
	Iteration 1F: 3 clusters Score -411240.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -411467.968750 Penalty: 4214.507324
	Iteration 2F: 3 clusters Score -411468 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -411603.968750 Penalty: 4214.507324
	Iteration 3F: 3 clusters Score -411604 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -411683.593750 Penalty: 4214.507324
	Iteration 4Q: 3 clusters Score -411683.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -411745.093750 Penalty: 4214.507324
	Iteration 5Q: 3 clusters Score -411745.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -411790.468750 Penalty: 4214.507324
	Iteration 6Q: 3 clusters Score -411790.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -411825.750000 Penalty: 4214.507324
	Iteration 7Q: 3 clusters Score -411825.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -411858.156250 Penalty: 4214.507324
	Iteration 8Q: 3 clusters Score -411858.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -411878.937500 Penalty: 4214.507324
	Iteration 9Q: 3 clusters Score -411878.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -411901.093750 Penalty: 4214.507324
	Iteration 10Q: 3 clusters Score -411901.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -411912.093750 Penalty: 4214.507324
	Iteration 11Q: 3 clusters Score -411912.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -411927.656250 Penalty: 4214.507324
	Iteration 12Q: 3 clusters Score -411927.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -411938.406250 Penalty: 4214.507324
	Iteration 13Q: 3 clusters Score -411938.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -411949.937500 Penalty: 4214.507324
	Iteration 14Q: 3 clusters Score -411949.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -411959.156250 Penalty: 4214.507324
	Iteration 15Q: 3 clusters Score -411959.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -411969.437500 Penalty: 4214.507324
	Iteration 16Q: 3 clusters Score -411969.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -411980.781250 Penalty: 4214.507324
	Iteration 17Q: 3 clusters Score -411980.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -411988.750000 Penalty: 4214.507324
	Iteration 18Q: 3 clusters Score -411988.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -411995.937500 Penalty: 4214.507324
	Iteration 19Q: 3 clusters Score -411995.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -412001.187500 Penalty: 4214.507324
	Iteration 20F: 3 clusters Score -412001.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -412006.531250 Penalty: 4214.507324
	Iteration 21Q: 3 clusters Score -412006.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -412009.968750 Penalty: 4214.507324
	Iteration 22Q: 3 clusters Score -412010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -412014.125000 Penalty: 4214.507324
	Iteration 23Q: 3 clusters Score -412014.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -412018.281250 Penalty: 4214.507324
	Iteration 24Q: 3 clusters Score -412018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -412019.843750 Penalty: 4214.507324
	Iteration 25Q: 3 clusters Score -412019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -412022.000000 Penalty: 4214.507324
	Iteration 26Q: 3 clusters Score -412022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -412022.531250 Penalty: 4214.507324
	Iteration 27Q: 3 clusters Score -412022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -412024.312500 Penalty: 4214.507324
	Iteration 28Q: 3 clusters Score -412024.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -412026.218750 Penalty: 4214.507324
	Iteration 29Q: 3 clusters Score -412026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -412025.843750 Penalty: 4214.507324
	Iteration 30Q: 3 clusters Score -412025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -412029.187500 Penalty: 4214.507324
	Iteration 31Q: 3 clusters Score -412029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -412031.875000 Penalty: 4214.507324
	Iteration 32Q: 3 clusters Score -412031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -412033.812500 Penalty: 4214.507324
	Iteration 33Q: 3 clusters Score -412033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -412035.812500 Penalty: 4214.507324
	Iteration 34Q: 3 clusters Score -412035.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -412042.031250 Penalty: 4214.507324
	Iteration 35Q: 3 clusters Score -412042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -412045.593750 Penalty: 4214.507324
	Iteration 36Q: 3 clusters Score -412045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -412049.656250 Penalty: 4214.507324
	Iteration 37Q: 3 clusters Score -412049.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -412051.625000 Penalty: 4214.507324
	Iteration 38Q: 3 clusters Score -412051.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -412055.343750 Penalty: 4214.507324
	Iteration 39Q: 3 clusters Score -412055.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -412057.375000 Penalty: 4214.507324
	Iteration 40F: 3 clusters Score -412057.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -412060.750000 Penalty: 4214.507324
	Iteration 41Q: 3 clusters Score -412060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -412064.312500 Penalty: 4214.507324
	Iteration 42Q: 3 clusters Score -412064.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -412069.937500 Penalty: 4214.507324
	Iteration 43Q: 3 clusters Score -412069.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -412074.093750 Penalty: 4214.507324
	Iteration 44Q: 3 clusters Score -412074.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -412077.281250 Penalty: 4214.507324
	Iteration 45Q: 3 clusters Score -412077.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -412080.000000 Penalty: 4214.507324
	Iteration 46Q: 3 clusters Score -412080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -412083.343750 Penalty: 4214.507324
	Iteration 47Q: 3 clusters Score -412083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -412084.406250 Penalty: 4214.507324
	Iteration 48Q: 3 clusters Score -412084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -412085.187500 Penalty: 4214.507324
	Iteration 49Q: 3 clusters Score -412085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -412086.531250 Penalty: 4214.507324
	Iteration 50Q: 3 clusters Score -412086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -412088.093750 Penalty: 4214.507324
	Iteration 51Q: 3 clusters Score -412088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -412088.531250 Penalty: 4214.507324
	Iteration 52Q: 3 clusters Score -412088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -412088.718750 Penalty: 4214.507324
	Iteration 53Q: 3 clusters Score -412088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -412088.468750 Penalty: 4214.507324
	Iteration 54Q: 3 clusters Score -412088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -412088.843750 Penalty: 4214.507324
	Iteration 55Q: 3 clusters Score -412088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -412089.500000 Penalty: 4214.507324
	Iteration 56Q: 3 clusters Score -412089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -412090.656250 Penalty: 4214.507324
	Iteration 57Q: 3 clusters Score -412090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -412089.687500 Penalty: 4214.507324
	Iteration 58Q: 3 clusters Score -412089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -412090.593750 Penalty: 4214.507324
	Iteration 59Q: 3 clusters Score -412090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -412090.687500 Penalty: 4214.507324
	Iteration 60F: 3 clusters Score -412090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -412091.562500 Penalty: 4214.507324
	Iteration 61Q: 3 clusters Score -412091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -412091.468750 Penalty: 4214.507324
	Iteration 62Q: 3 clusters Score -412091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -412091.468750 Penalty: 4214.507324
	Iteration 63F: 3 clusters Score -412091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -470678.281250 Penalty: 2129.968506
	Iteration 0F: 2 clusters Score -470678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -465932.500000 Penalty: 4259.937012
	Iteration 0F: 3 clusters Score -465932.5 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -467074.093750 Penalty: 4259.937012
	Iteration 1F: 3 clusters Score -467074.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -467273.218750 Penalty: 4259.937012
	Iteration 2F: 3 clusters Score -467273.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -467382.218750 Penalty: 4259.937012
	Iteration 3Q: 3 clusters Score -467382.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -467453.625000 Penalty: 4259.937012
	Iteration 4Q: 3 clusters Score -467453.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -467507.875000 Penalty: 4259.937012
	Iteration 5Q: 3 clusters Score -467507.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -467556.312500 Penalty: 4259.937012
	Iteration 6Q: 3 clusters Score -467556.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -467594.437500 Penalty: 4259.937012
	Iteration 7Q: 3 clusters Score -467594.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -467630.250000 Penalty: 4259.937012
	Iteration 8Q: 3 clusters Score -467630.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -467659.562500 Penalty: 4259.937012
	Iteration 9Q: 3 clusters Score -467659.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -467690.062500 Penalty: 4259.937012
	Iteration 10Q: 3 clusters Score -467690.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -467723.531250 Penalty: 4259.937012
	Iteration 11Q: 3 clusters Score -467723.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -467750.187500 Penalty: 4259.937012
	Iteration 12Q: 3 clusters Score -467750.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -467772.656250 Penalty: 4259.937012
	Iteration 13Q: 3 clusters Score -467772.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -467793.406250 Penalty: 4259.937012
	Iteration 14Q: 3 clusters Score -467793.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -467813.750000 Penalty: 4259.937012
	Iteration 15Q: 3 clusters Score -467813.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -467829.250000 Penalty: 4259.937012
	Iteration 16Q: 3 clusters Score -467829.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -467842.625000 Penalty: 4259.937012
	Iteration 17Q: 3 clusters Score -467842.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -467856.312500 Penalty: 4259.937012
	Iteration 18Q: 3 clusters Score -467856.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -467864.031250 Penalty: 4259.937012
	Iteration 19Q: 3 clusters Score -467864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -467871.812500 Penalty: 4259.937012
	Iteration 20F: 3 clusters Score -467871.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -467882.312500 Penalty: 4259.937012
	Iteration 21Q: 3 clusters Score -467882.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -467888.687500 Penalty: 4259.937012
	Iteration 22Q: 3 clusters Score -467888.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -467894.562500 Penalty: 4259.937012
	Iteration 23Q: 3 clusters Score -467894.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -467899.875000 Penalty: 4259.937012
	Iteration 24Q: 3 clusters Score -467899.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -467906.531250 Penalty: 4259.937012
	Iteration 25Q: 3 clusters Score -467906.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -467911.500000 Penalty: 4259.937012
	Iteration 26Q: 3 clusters Score -467911.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -467917.281250 Penalty: 4259.937012
	Iteration 27Q: 3 clusters Score -467917.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -467922.593750 Penalty: 4259.937012
	Iteration 28Q: 3 clusters Score -467922.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -467927.187500 Penalty: 4259.937012
	Iteration 29Q: 3 clusters Score -467927.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -467932.187500 Penalty: 4259.937012
	Iteration 30Q: 3 clusters Score -467932.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -467941.625000 Penalty: 4259.937012
	Iteration 31Q: 3 clusters Score -467941.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -467951.875000 Penalty: 4259.937012
	Iteration 32Q: 3 clusters Score -467951.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -467962.500000 Penalty: 4259.937012
	Iteration 33Q: 3 clusters Score -467962.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -467971.906250 Penalty: 4259.937012
	Iteration 34Q: 3 clusters Score -467971.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -467983.406250 Penalty: 4259.937012
	Iteration 35Q: 3 clusters Score -467983.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -467993.468750 Penalty: 4259.937012
	Iteration 36Q: 3 clusters Score -467993.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -468003.781250 Penalty: 4259.937012
	Iteration 37Q: 3 clusters Score -468003.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -468012.875000 Penalty: 4259.937012
	Iteration 38Q: 3 clusters Score -468012.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -468023.937500 Penalty: 4259.937012
	Iteration 39Q: 3 clusters Score -468023.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -468032.906250 Penalty: 4259.937012
	Iteration 40F: 3 clusters Score -468032.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -468044.500000 Penalty: 4259.937012
	Iteration 41Q: 3 clusters Score -468044.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -468053.500000 Penalty: 4259.937012
	Iteration 42Q: 3 clusters Score -468053.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -468063.562500 Penalty: 4259.937012
	Iteration 43Q: 3 clusters Score -468063.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -468075.375000 Penalty: 4259.937012
	Iteration 44Q: 3 clusters Score -468075.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -468092.062500 Penalty: 4259.937012
	Iteration 45Q: 3 clusters Score -468092.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -468111.906250 Penalty: 4259.937012
	Iteration 46Q: 3 clusters Score -468111.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -468137.312500 Penalty: 4259.937012
	Iteration 47Q: 3 clusters Score -468137.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -468165.062500 Penalty: 4259.937012
	Iteration 48Q: 3 clusters Score -468165.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -468190.718750 Penalty: 4259.937012
	Iteration 49Q: 3 clusters Score -468190.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -468222.718750 Penalty: 4259.937012
	Iteration 50Q: 3 clusters Score -468222.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -468249.343750 Penalty: 4259.937012
	Iteration 51Q: 3 clusters Score -468249.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -468288.468750 Penalty: 4259.937012
	Iteration 52Q: 3 clusters Score -468288.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -468328.781250 Penalty: 4259.937012
	Iteration 53Q: 3 clusters Score -468328.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -468374.906250 Penalty: 4259.937012
	Iteration 54Q: 3 clusters Score -468374.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -468425.656250 Penalty: 4259.937012
	Iteration 55Q: 3 clusters Score -468425.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -468474.500000 Penalty: 4259.937012
	Iteration 56Q: 3 clusters Score -468474.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -468529.625000 Penalty: 4259.937012
	Iteration 57Q: 3 clusters Score -468529.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -468579.250000 Penalty: 4259.937012
	Iteration 58Q: 3 clusters Score -468579.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -468599.875000 Penalty: 4259.937012
	Iteration 59Q: 3 clusters Score -468599.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -468627.875000 Penalty: 4259.937012
	Iteration 60F: 3 clusters Score -468627.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -468663.031250 Penalty: 4259.937012
	Iteration 61Q: 3 clusters Score -468663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -468690.093750 Penalty: 4259.937012
	Iteration 62Q: 3 clusters Score -468690.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -468711.531250 Penalty: 4259.937012
	Iteration 63Q: 3 clusters Score -468711.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -468736.843750 Penalty: 4259.937012
	Iteration 64Q: 3 clusters Score -468736.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -468759.031250 Penalty: 4259.937012
	Iteration 65Q: 3 clusters Score -468759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -468779.812500 Penalty: 4259.937012
	Iteration 66Q: 3 clusters Score -468779.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -468797.031250 Penalty: 4259.937012
	Iteration 67Q: 3 clusters Score -468797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -468817.062500 Penalty: 4259.937012
	Iteration 68Q: 3 clusters Score -468817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -468828.281250 Penalty: 4259.937012
	Iteration 69Q: 3 clusters Score -468828.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -468835.593750 Penalty: 4259.937012
	Iteration 70Q: 3 clusters Score -468835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -468845.562500 Penalty: 4259.937012
	Iteration 71Q: 3 clusters Score -468845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -468851.031250 Penalty: 4259.937012
	Iteration 72Q: 3 clusters Score -468851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -468854.031250 Penalty: 4259.937012
	Iteration 73Q: 3 clusters Score -468854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -468859.937500 Penalty: 4259.937012
	Iteration 74Q: 3 clusters Score -468859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -468866.812500 Penalty: 4259.937012
	Iteration 75Q: 3 clusters Score -468866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -468873.531250 Penalty: 4259.937012
	Iteration 76Q: 3 clusters Score -468873.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -468881.968750 Penalty: 4259.937012
	Iteration 77Q: 3 clusters Score -468882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -468884.125000 Penalty: 4259.937012
	Iteration 78Q: 3 clusters Score -468884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -468886.843750 Penalty: 4259.937012
	Iteration 79Q: 3 clusters Score -468886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -468887.812500 Penalty: 4259.937012
	Iteration 80F: 3 clusters Score -468887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -468887.843750 Penalty: 4259.937012
	Iteration 81Q: 3 clusters Score -468887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -468887.843750 Penalty: 4259.937012
	Iteration 82F: 3 clusters Score -468887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Entering Unmasked Estep 
Score: -1017828.937500 Penalty: 2336.107910
	Iteration 0F: 2 clusters Score -1017829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1008779.187500 Penalty: 4672.215820
	Iteration 0F: 3 clusters Score -1008779 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1011532.437500 Penalty: 4672.215820
	Iteration 1F: 3 clusters Score -1011532 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1011992.812500 Penalty: 4672.215820
	Iteration 2F: 3 clusters Score -1011993 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1012386.750000 Penalty: 4672.215820
	Iteration 3F: 3 clusters Score -1012387 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1012766.500000 Penalty: 4672.215820
	Iteration 4F: 3 clusters Score -1012766 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1013159.875000 Penalty: 4672.215820
	Iteration 5F: 3 clusters Score -1013160 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1013552.875000 Penalty: 4672.215820
	Iteration 6F: 3 clusters Score -1013553 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1013934.187500 Penalty: 4672.215820
	Iteration 7Q: 3 clusters Score -1013934 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1014353.562500 Penalty: 4672.215820
	Iteration 8F: 3 clusters Score -1014354 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1014745.687500 Penalty: 4672.215820
	Iteration 9Q: 3 clusters Score -1014746 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1015088.062500 Penalty: 4672.215820
	Iteration 10Q: 3 clusters Score -1015088 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1015404.812500 Penalty: 4672.215820
	Iteration 11Q: 3 clusters Score -1015405 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1015669.875000 Penalty: 4672.215820
	Iteration 12Q: 3 clusters Score -1015670 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1015888.687500 Penalty: 4672.215820
	Iteration 13Q: 3 clusters Score -1015889 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1016088.625000 Penalty: 4672.215820
	Iteration 14Q: 3 clusters Score -1016089 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1016228.750000 Penalty: 4672.215820
	Iteration 15Q: 3 clusters Score -1016229 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1016343.062500 Penalty: 4672.215820
	Iteration 16Q: 3 clusters Score -1016343 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1016420.187500 Penalty: 4672.215820
	Iteration 17Q: 3 clusters Score -1016420 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1016479.687500 Penalty: 4672.215820
	Iteration 18Q: 3 clusters Score -1016480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1016525.187500 Penalty: 4672.215820
	Iteration 19Q: 3 clusters Score -1016525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1016566.187500 Penalty: 4672.215820
	Iteration 20F: 3 clusters Score -1016566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1016592.375000 Penalty: 4672.215820
	Iteration 21Q: 3 clusters Score -1016592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1016612.250000 Penalty: 4672.215820
	Iteration 22Q: 3 clusters Score -1016612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1016625.625000 Penalty: 4672.215820
	Iteration 23Q: 3 clusters Score -1016626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1016642.562500 Penalty: 4672.215820
	Iteration 24Q: 3 clusters Score -1016643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1016656.062500 Penalty: 4672.215820
	Iteration 25Q: 3 clusters Score -1016656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1016666.187500 Penalty: 4672.215820
	Iteration 26Q: 3 clusters Score -1016666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1016667.375000 Penalty: 4672.215820
	Iteration 27Q: 3 clusters Score -1016667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1016670.500000 Penalty: 4672.215820
	Iteration 28Q: 3 clusters Score -1016670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1016674.250000 Penalty: 4672.215820
	Iteration 29Q: 3 clusters Score -1016674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1016675.375000 Penalty: 4672.215820
	Iteration 30Q: 3 clusters Score -1016675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1016678.687500 Penalty: 4672.215820
	Iteration 31Q: 3 clusters Score -1016679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1016680.625000 Penalty: 4672.215820
	Iteration 32Q: 3 clusters Score -1016681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1016681.187500 Penalty: 4672.215820
	Iteration 33Q: 3 clusters Score -1016681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1016683.437500 Penalty: 4672.215820
	Iteration 34Q: 3 clusters Score -1016683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1016684.625000 Penalty: 4672.215820
	Iteration 35Q: 3 clusters Score -1016685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1016685.937500 Penalty: 4672.215820
	Iteration 36Q: 3 clusters Score -1016686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1016685.062500 Penalty: 4672.215820
	Iteration 37Q: 3 clusters Score -1016685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1016685.250000 Penalty: 4672.215820
	Iteration 38Q: 3 clusters Score -1016685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1016686.500000 Penalty: 4672.215820
	Iteration 39Q: 3 clusters Score -1016686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1016686.562500 Penalty: 4672.215820
	Iteration 40F: 3 clusters Score -1016687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1016686.937500 Penalty: 4672.215820
	Iteration 41Q: 3 clusters Score -1016687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1016685.500000 Penalty: 4672.215820
	Iteration 42Q: 3 clusters Score -1016686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1016685.500000 Penalty: 4672.215820
	Iteration 43F: 3 clusters Score -1016686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Entering Unmasked Estep 
Score: -835452.125000 Penalty: 2298.381104
	Iteration 0F: 2 clusters Score -835452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -827467.625000 Penalty: 4596.762207
	Iteration 0F: 3 clusters Score -827467.6 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -830045.687500 Penalty: 4596.762207
	Iteration 1F: 3 clusters Score -830045.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -830613.375000 Penalty: 4596.762207
	Iteration 2F: 3 clusters Score -830613.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -831060.000000 Penalty: 4596.762207
	Iteration 3F: 3 clusters Score -831060 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -831399.625000 Penalty: 4596.762207
	Iteration 4F: 3 clusters Score -831399.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -831697.687500 Penalty: 4596.762207
	Iteration 5Q: 3 clusters Score -831697.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -831934.437500 Penalty: 4596.762207
	Iteration 6Q: 3 clusters Score -831934.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -832165.500000 Penalty: 4596.762207
	Iteration 7Q: 3 clusters Score -832165.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -832385.312500 Penalty: 4596.762207
	Iteration 8Q: 3 clusters Score -832385.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -832635.562500 Penalty: 4596.762207
	Iteration 9Q: 3 clusters Score -832635.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -832902.937500 Penalty: 4596.762207
	Iteration 10Q: 3 clusters Score -832902.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -833177.062500 Penalty: 4596.762207
	Iteration 11Q: 3 clusters Score -833177.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -833455.687500 Penalty: 4596.762207
	Iteration 12Q: 3 clusters Score -833455.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -833738.437500 Penalty: 4596.762207
	Iteration 13Q: 3 clusters Score -833738.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -833994.062500 Penalty: 4596.762207
	Iteration 14Q: 3 clusters Score -833994.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -834170.312500 Penalty: 4596.762207
	Iteration 15Q: 3 clusters Score -834170.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -834299.937500 Penalty: 4596.762207
	Iteration 16Q: 3 clusters Score -834299.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -834404.312500 Penalty: 4596.762207
	Iteration 17Q: 3 clusters Score -834404.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -834467.687500 Penalty: 4596.762207
	Iteration 18Q: 3 clusters Score -834467.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -834513.812500 Penalty: 4596.762207
	Iteration 19Q: 3 clusters Score -834513.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -834545.250000 Penalty: 4596.762207
	Iteration 20F: 3 clusters Score -834545.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -834566.625000 Penalty: 4596.762207
	Iteration 21Q: 3 clusters Score -834566.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -834580.375000 Penalty: 4596.762207
	Iteration 22Q: 3 clusters Score -834580.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -834591.125000 Penalty: 4596.762207
	Iteration 23Q: 3 clusters Score -834591.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -834600.625000 Penalty: 4596.762207
	Iteration 24Q: 3 clusters Score -834600.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -834606.562500 Penalty: 4596.762207
	Iteration 25Q: 3 clusters Score -834606.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -834612.187500 Penalty: 4596.762207
	Iteration 26Q: 3 clusters Score -834612.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -834614.500000 Penalty: 4596.762207
	Iteration 27Q: 3 clusters Score -834614.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -834619.000000 Penalty: 4596.762207
	Iteration 28Q: 3 clusters Score -834619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -834620.312500 Penalty: 4596.762207
	Iteration 29Q: 3 clusters Score -834620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -834621.625000 Penalty: 4596.762207
	Iteration 30Q: 3 clusters Score -834621.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -834623.625000 Penalty: 4596.762207
	Iteration 31Q: 3 clusters Score -834623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -834624.687500 Penalty: 4596.762207
	Iteration 32Q: 3 clusters Score -834624.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -834624.812500 Penalty: 4596.762207
	Iteration 33Q: 3 clusters Score -834624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -834622.750000 Penalty: 4596.762207
	Iteration 34Q: 3 clusters Score -834622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -834625.437500 Penalty: 4596.762207
	Iteration 35Q: 3 clusters Score -834625.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -834625.875000 Penalty: 4596.762207
	Iteration 36Q: 3 clusters Score -834625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -834626.500000 Penalty: 4596.762207
	Iteration 37Q: 3 clusters Score -834626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -834626.187500 Penalty: 4596.762207
	Iteration 38Q: 3 clusters Score -834626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -834628.437500 Penalty: 4596.762207
	Iteration 39Q: 3 clusters Score -834628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -834629.500000 Penalty: 4596.762207
	Iteration 40F: 3 clusters Score -834629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -834630.437500 Penalty: 4596.762207
	Iteration 41Q: 3 clusters Score -834630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -834630.625000 Penalty: 4596.762207
	Iteration 42Q: 3 clusters Score -834630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -834629.875000 Penalty: 4596.762207
	Iteration 43Q: 3 clusters Score -834629.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -834633.312500 Penalty: 4596.762207
	Iteration 44Q: 3 clusters Score -834633.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -834633.562500 Penalty: 4596.762207
	Iteration 45Q: 3 clusters Score -834633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -834637.250000 Penalty: 4596.762207
	Iteration 46Q: 3 clusters Score -834637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -834636.750000 Penalty: 4596.762207
	Iteration 47Q: 3 clusters Score -834636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -834637.125000 Penalty: 4596.762207
	Iteration 48Q: 3 clusters Score -834637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -834637.125000 Penalty: 4596.762207
	Iteration 49F: 3 clusters Score -834637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Entering Unmasked Estep 
Score: -361129.968750 Penalty: 2093.678955
	Iteration 0F: 2 clusters Score -361130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -356845.593750 Penalty: 4187.357910
	Iteration 0F: 3 clusters Score -356845.6 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -357933.687500 Penalty: 4187.357910
	Iteration 1F: 3 clusters Score -357933.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -358195.093750 Penalty: 4187.357910
	Iteration 2F: 3 clusters Score -358195.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -358384.968750 Penalty: 4187.357910
	Iteration 3F: 3 clusters Score -358385 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -358530.000000 Penalty: 4187.357910
	Iteration 4Q: 3 clusters Score -358530 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -358671.781250 Penalty: 4187.357910
	Iteration 5Q: 3 clusters Score -358671.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -358840.843750 Penalty: 4187.357910
	Iteration 6Q: 3 clusters Score -358840.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -359015.343750 Penalty: 4187.357910
	Iteration 7Q: 3 clusters Score -359015.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -359212.625000 Penalty: 4187.357910
	Iteration 8Q: 3 clusters Score -359212.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -359388.562500 Penalty: 4187.357910
	Iteration 9Q: 3 clusters Score -359388.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -359545.750000 Penalty: 4187.357910
	Iteration 10Q: 3 clusters Score -359545.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -359663.406250 Penalty: 4187.357910
	Iteration 11Q: 3 clusters Score -359663.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -359741.250000 Penalty: 4187.357910
	Iteration 12Q: 3 clusters Score -359741.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -359784.968750 Penalty: 4187.357910
	Iteration 13Q: 3 clusters Score -359785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -359811.906250 Penalty: 4187.357910
	Iteration 14Q: 3 clusters Score -359811.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -359830.125000 Penalty: 4187.357910
	Iteration 15Q: 3 clusters Score -359830.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -359845.031250 Penalty: 4187.357910
	Iteration 16Q: 3 clusters Score -359845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -359860.437500 Penalty: 4187.357910
	Iteration 17Q: 3 clusters Score -359860.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -359870.531250 Penalty: 4187.357910
	Iteration 18Q: 3 clusters Score -359870.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -359877.531250 Penalty: 4187.357910
	Iteration 19Q: 3 clusters Score -359877.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -359890.031250 Penalty: 4187.357910
	Iteration 20F: 3 clusters Score -359890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -359899.062500 Penalty: 4187.357910
	Iteration 21Q: 3 clusters Score -359899.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -359907.343750 Penalty: 4187.357910
	Iteration 22Q: 3 clusters Score -359907.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -359918.156250 Penalty: 4187.357910
	Iteration 23Q: 3 clusters Score -359918.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -359928.468750 Penalty: 4187.357910
	Iteration 24Q: 3 clusters Score -359928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -359936.375000 Penalty: 4187.357910
	Iteration 25Q: 3 clusters Score -359936.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -359943.593750 Penalty: 4187.357910
	Iteration 26Q: 3 clusters Score -359943.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -359950.812500 Penalty: 4187.357910
	Iteration 27Q: 3 clusters Score -359950.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -359955.906250 Penalty: 4187.357910
	Iteration 28Q: 3 clusters Score -359955.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -359958.531250 Penalty: 4187.357910
	Iteration 29Q: 3 clusters Score -359958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -359959.437500 Penalty: 4187.357910
	Iteration 30Q: 3 clusters Score -359959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -359960.000000 Penalty: 4187.357910
	Iteration 31Q: 3 clusters Score -359960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -359960.562500 Penalty: 4187.357910
	Iteration 32Q: 3 clusters Score -359960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -359960.562500 Penalty: 4187.357910
	Iteration 33F: 3 clusters Score -359960.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -695815.875000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -695815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -689896.937500 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -689896.9 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -691533.687500 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -691533.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -691769.437500 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -691769.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -691919.750000 Penalty: 4410.871582
	Iteration 3Q: 3 clusters Score -691919.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -692047.125000 Penalty: 4410.871582
	Iteration 4Q: 3 clusters Score -692047.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -692142.000000 Penalty: 4410.871582
	Iteration 5Q: 3 clusters Score -692142 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -692196.937500 Penalty: 4410.871582
	Iteration 6Q: 3 clusters Score -692196.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -692240.937500 Penalty: 4410.871582
	Iteration 7Q: 3 clusters Score -692240.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -692275.750000 Penalty: 4410.871582
	Iteration 8Q: 3 clusters Score -692275.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -692304.750000 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -692304.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -692325.812500 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -692325.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -692341.375000 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -692341.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -692357.062500 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -692357.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -692369.250000 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -692369.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -692382.062500 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -692382.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -692396.062500 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -692396.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -692408.187500 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -692408.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -692417.437500 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -692417.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -692425.812500 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -692425.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -692436.937500 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -692436.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -692448.187500 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -692448.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -692459.687500 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -692459.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -692470.250000 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -692470.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -692479.437500 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -692479.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -692487.375000 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -692487.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -692496.812500 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -692496.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -692507.937500 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -692507.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -692520.562500 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -692520.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -692539.125000 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -692539.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -692553.562500 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -692553.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -692566.750000 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -692566.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -692582.812500 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -692582.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -692597.000000 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -692597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -692612.125000 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -692612.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -692629.500000 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -692629.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -692651.000000 Penalty: 4410.871582
	Iteration 35Q: 3 clusters Score -692651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -692670.875000 Penalty: 4410.871582
	Iteration 36Q: 3 clusters Score -692670.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -692694.812500 Penalty: 4410.871582
	Iteration 37Q: 3 clusters Score -692694.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -692735.125000 Penalty: 4410.871582
	Iteration 38Q: 3 clusters Score -692735.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -692778.625000 Penalty: 4410.871582
	Iteration 39Q: 3 clusters Score -692778.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -692825.625000 Penalty: 4410.871582
	Iteration 40F: 3 clusters Score -692825.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -692878.062500 Penalty: 4410.871582
	Iteration 41Q: 3 clusters Score -692878.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -692943.500000 Penalty: 4410.871582
	Iteration 42Q: 3 clusters Score -692943.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -693015.125000 Penalty: 4410.871582
	Iteration 43Q: 3 clusters Score -693015.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -693086.375000 Penalty: 4410.871582
	Iteration 44Q: 3 clusters Score -693086.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -693168.562500 Penalty: 4410.871582
	Iteration 45Q: 3 clusters Score -693168.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -693251.125000 Penalty: 4410.871582
	Iteration 46Q: 3 clusters Score -693251.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -693322.750000 Penalty: 4410.871582
	Iteration 47Q: 3 clusters Score -693322.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -693404.625000 Penalty: 4410.871582
	Iteration 48Q: 3 clusters Score -693404.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -693475.625000 Penalty: 4410.871582
	Iteration 49Q: 3 clusters Score -693475.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -693540.812500 Penalty: 4410.871582
	Iteration 50Q: 3 clusters Score -693540.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -693596.750000 Penalty: 4410.871582
	Iteration 51Q: 3 clusters Score -693596.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -693638.875000 Penalty: 4410.871582
	Iteration 52Q: 3 clusters Score -693638.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -693675.375000 Penalty: 4410.871582
	Iteration 53Q: 3 clusters Score -693675.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -693703.250000 Penalty: 4410.871582
	Iteration 54Q: 3 clusters Score -693703.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -693736.500000 Penalty: 4410.871582
	Iteration 55Q: 3 clusters Score -693736.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -693765.937500 Penalty: 4410.871582
	Iteration 56Q: 3 clusters Score -693765.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -693786.000000 Penalty: 4410.871582
	Iteration 57Q: 3 clusters Score -693786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -693802.750000 Penalty: 4410.871582
	Iteration 58Q: 3 clusters Score -693802.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -693819.687500 Penalty: 4410.871582
	Iteration 59Q: 3 clusters Score -693819.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -693838.875000 Penalty: 4410.871582
	Iteration 60F: 3 clusters Score -693838.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -693853.625000 Penalty: 4410.871582
	Iteration 61Q: 3 clusters Score -693853.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -693862.812500 Penalty: 4410.871582
	Iteration 62Q: 3 clusters Score -693862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -693868.937500 Penalty: 4410.871582
	Iteration 63Q: 3 clusters Score -693868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -693871.625000 Penalty: 4410.871582
	Iteration 64Q: 3 clusters Score -693871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -693874.812500 Penalty: 4410.871582
	Iteration 65Q: 3 clusters Score -693874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -693876.187500 Penalty: 4410.871582
	Iteration 66Q: 3 clusters Score -693876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -693877.687500 Penalty: 4410.871582
	Iteration 67Q: 3 clusters Score -693877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -693879.750000 Penalty: 4410.871582
	Iteration 68Q: 3 clusters Score -693879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -693882.437500 Penalty: 4410.871582
	Iteration 69Q: 3 clusters Score -693882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -693884.562500 Penalty: 4410.871582
	Iteration 70Q: 3 clusters Score -693884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -693885.500000 Penalty: 4410.871582
	Iteration 71Q: 3 clusters Score -693885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -693886.500000 Penalty: 4410.871582
	Iteration 72Q: 3 clusters Score -693886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -693888.937500 Penalty: 4410.871582
	Iteration 73Q: 3 clusters Score -693888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -693892.125000 Penalty: 4410.871582
	Iteration 74Q: 3 clusters Score -693892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -693892.687500 Penalty: 4410.871582
	Iteration 75Q: 3 clusters Score -693892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -693894.062500 Penalty: 4410.871582
	Iteration 76Q: 3 clusters Score -693894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -693894.062500 Penalty: 4410.871582
	Iteration 77F: 3 clusters Score -693894.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Entering Unmasked Estep 
Score: -572690.625000 Penalty: 2196.593018
	Iteration 0F: 2 clusters Score -572690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -566822.062500 Penalty: 4393.186035
	Iteration 0F: 3 clusters Score -566822.1 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -568316.687500 Penalty: 4393.186035
	Iteration 1F: 3 clusters Score -568316.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -568533.062500 Penalty: 4393.186035
	Iteration 2F: 3 clusters Score -568533.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -568684.750000 Penalty: 4393.186035
	Iteration 3Q: 3 clusters Score -568684.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -568807.812500 Penalty: 4393.186035
	Iteration 4Q: 3 clusters Score -568807.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -568926.125000 Penalty: 4393.186035
	Iteration 5Q: 3 clusters Score -568926.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -569070.812500 Penalty: 4393.186035
	Iteration 6Q: 3 clusters Score -569070.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -569227.187500 Penalty: 4393.186035
	Iteration 7Q: 3 clusters Score -569227.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -569422.250000 Penalty: 4393.186035
	Iteration 8Q: 3 clusters Score -569422.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -569649.687500 Penalty: 4393.186035
	Iteration 9Q: 3 clusters Score -569649.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -569902.125000 Penalty: 4393.186035
	Iteration 10Q: 3 clusters Score -569902.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -570133.312500 Penalty: 4393.186035
	Iteration 11Q: 3 clusters Score -570133.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -570312.937500 Penalty: 4393.186035
	Iteration 12Q: 3 clusters Score -570312.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -570470.375000 Penalty: 4393.186035
	Iteration 13Q: 3 clusters Score -570470.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -570585.375000 Penalty: 4393.186035
	Iteration 14Q: 3 clusters Score -570585.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -570662.500000 Penalty: 4393.186035
	Iteration 15Q: 3 clusters Score -570662.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -570721.125000 Penalty: 4393.186035
	Iteration 16Q: 3 clusters Score -570721.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -570755.937500 Penalty: 4393.186035
	Iteration 17Q: 3 clusters Score -570755.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -570785.250000 Penalty: 4393.186035
	Iteration 18Q: 3 clusters Score -570785.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -570816.187500 Penalty: 4393.186035
	Iteration 19Q: 3 clusters Score -570816.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -570843.062500 Penalty: 4393.186035
	Iteration 20F: 3 clusters Score -570843.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -570856.937500 Penalty: 4393.186035
	Iteration 21Q: 3 clusters Score -570856.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -570871.625000 Penalty: 4393.186035
	Iteration 22Q: 3 clusters Score -570871.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -570880.125000 Penalty: 4393.186035
	Iteration 23Q: 3 clusters Score -570880.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -570893.375000 Penalty: 4393.186035
	Iteration 24Q: 3 clusters Score -570893.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -570901.812500 Penalty: 4393.186035
	Iteration 25Q: 3 clusters Score -570901.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -570914.062500 Penalty: 4393.186035
	Iteration 26Q: 3 clusters Score -570914.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -570923.000000 Penalty: 4393.186035
	Iteration 27Q: 3 clusters Score -570923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -570931.937500 Penalty: 4393.186035
	Iteration 28Q: 3 clusters Score -570931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -570936.187500 Penalty: 4393.186035
	Iteration 29Q: 3 clusters Score -570936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -570939.625000 Penalty: 4393.186035
	Iteration 30Q: 3 clusters Score -570939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -570942.562500 Penalty: 4393.186035
	Iteration 31Q: 3 clusters Score -570942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -570946.187500 Penalty: 4393.186035
	Iteration 32Q: 3 clusters Score -570946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -570948.062500 Penalty: 4393.186035
	Iteration 33Q: 3 clusters Score -570948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -570949.312500 Penalty: 4393.186035
	Iteration 34Q: 3 clusters Score -570949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -570949.312500 Penalty: 4393.186035
	Iteration 35F: 3 clusters Score -570949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Entering Unmasked Estep 
Score: -880105.375000 Penalty: 2284.238770
	Iteration 0F: 2 clusters Score -880105.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -872436.250000 Penalty: 4568.477539
	Iteration 0F: 3 clusters Score -872436.2 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -874637.750000 Penalty: 4568.477539
	Iteration 1F: 3 clusters Score -874637.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -874927.562500 Penalty: 4568.477539
	Iteration 2F: 3 clusters Score -874927.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -875130.500000 Penalty: 4568.477539
	Iteration 3F: 3 clusters Score -875130.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -875273.562500 Penalty: 4568.477539
	Iteration 4Q: 3 clusters Score -875273.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -875405.187500 Penalty: 4568.477539
	Iteration 5Q: 3 clusters Score -875405.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -875527.687500 Penalty: 4568.477539
	Iteration 6Q: 3 clusters Score -875527.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -875669.812500 Penalty: 4568.477539
	Iteration 7Q: 3 clusters Score -875669.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -875870.250000 Penalty: 4568.477539
	Iteration 8Q: 3 clusters Score -875870.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -876097.000000 Penalty: 4568.477539
	Iteration 9Q: 3 clusters Score -876097 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -876332.250000 Penalty: 4568.477539
	Iteration 10Q: 3 clusters Score -876332.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -876588.437500 Penalty: 4568.477539
	Iteration 11Q: 3 clusters Score -876588.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -876860.375000 Penalty: 4568.477539
	Iteration 12Q: 3 clusters Score -876860.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -877116.750000 Penalty: 4568.477539
	Iteration 13Q: 3 clusters Score -877116.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -877322.000000 Penalty: 4568.477539
	Iteration 14Q: 3 clusters Score -877322 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -877504.187500 Penalty: 4568.477539
	Iteration 15Q: 3 clusters Score -877504.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -877620.812500 Penalty: 4568.477539
	Iteration 16Q: 3 clusters Score -877620.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -877717.937500 Penalty: 4568.477539
	Iteration 17Q: 3 clusters Score -877717.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -877805.437500 Penalty: 4568.477539
	Iteration 18Q: 3 clusters Score -877805.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -877875.750000 Penalty: 4568.477539
	Iteration 19Q: 3 clusters Score -877875.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -877924.000000 Penalty: 4568.477539
	Iteration 20F: 3 clusters Score -877924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -877958.375000 Penalty: 4568.477539
	Iteration 21Q: 3 clusters Score -877958.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -877975.312500 Penalty: 4568.477539
	Iteration 22Q: 3 clusters Score -877975.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -877992.937500 Penalty: 4568.477539
	Iteration 23Q: 3 clusters Score -877992.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -878008.437500 Penalty: 4568.477539
	Iteration 24Q: 3 clusters Score -878008.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -878018.500000 Penalty: 4568.477539
	Iteration 25Q: 3 clusters Score -878018.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -878026.500000 Penalty: 4568.477539
	Iteration 26Q: 3 clusters Score -878026.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -878034.500000 Penalty: 4568.477539
	Iteration 27Q: 3 clusters Score -878034.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -878042.437500 Penalty: 4568.477539
	Iteration 28Q: 3 clusters Score -878042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -878054.562500 Penalty: 4568.477539
	Iteration 29Q: 3 clusters Score -878054.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -878061.437500 Penalty: 4568.477539
	Iteration 30Q: 3 clusters Score -878061.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -878071.312500 Penalty: 4568.477539
	Iteration 31Q: 3 clusters Score -878071.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -878080.625000 Penalty: 4568.477539
	Iteration 32Q: 3 clusters Score -878080.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -878088.187500 Penalty: 4568.477539
	Iteration 33Q: 3 clusters Score -878088.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -878094.750000 Penalty: 4568.477539
	Iteration 34Q: 3 clusters Score -878094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -878100.687500 Penalty: 4568.477539
	Iteration 35Q: 3 clusters Score -878100.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -878108.000000 Penalty: 4568.477539
	Iteration 36Q: 3 clusters Score -878108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -878107.250000 Penalty: 4568.477539
	Iteration 37Q: 3 clusters Score -878107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -878109.687500 Penalty: 4568.477539
	Iteration 38Q: 3 clusters Score -878109.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -878110.937500 Penalty: 4568.477539
	Iteration 39Q: 3 clusters Score -878110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -878110.937500 Penalty: 4568.477539
	Iteration 40F: 3 clusters Score -878110.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Entering Unmasked Estep 
Score: -653102.375000 Penalty: 2235.824219
	Iteration 0F: 2 clusters Score -653102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -646554.687500 Penalty: 4471.648438
	Iteration 0F: 3 clusters Score -646554.7 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -648382.687500 Penalty: 4471.648438
	Iteration 1F: 3 clusters Score -648382.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -648680.437500 Penalty: 4471.648438
	Iteration 2F: 3 clusters Score -648680.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -648931.687500 Penalty: 4471.648438
	Iteration 3F: 3 clusters Score -648931.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -649127.375000 Penalty: 4471.648438
	Iteration 4Q: 3 clusters Score -649127.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -649286.500000 Penalty: 4471.648438
	Iteration 5Q: 3 clusters Score -649286.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -649407.812500 Penalty: 4471.648438
	Iteration 6Q: 3 clusters Score -649407.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -649549.312500 Penalty: 4471.648438
	Iteration 7Q: 3 clusters Score -649549.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -649672.375000 Penalty: 4471.648438
	Iteration 8Q: 3 clusters Score -649672.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -649785.812500 Penalty: 4471.648438
	Iteration 9Q: 3 clusters Score -649785.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -649888.375000 Penalty: 4471.648438
	Iteration 10Q: 3 clusters Score -649888.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -650003.187500 Penalty: 4471.648438
	Iteration 11Q: 3 clusters Score -650003.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -650115.187500 Penalty: 4471.648438
	Iteration 12Q: 3 clusters Score -650115.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -650252.812500 Penalty: 4471.648438
	Iteration 13Q: 3 clusters Score -650252.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -650388.500000 Penalty: 4471.648438
	Iteration 14Q: 3 clusters Score -650388.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -650532.250000 Penalty: 4471.648438
	Iteration 15Q: 3 clusters Score -650532.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -650704.187500 Penalty: 4471.648438
	Iteration 16Q: 3 clusters Score -650704.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -650825.062500 Penalty: 4471.648438
	Iteration 17Q: 3 clusters Score -650825.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -650915.500000 Penalty: 4471.648438
	Iteration 18Q: 3 clusters Score -650915.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -650974.500000 Penalty: 4471.648438
	Iteration 19Q: 3 clusters Score -650974.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -651015.375000 Penalty: 4471.648438
	Iteration 20F: 3 clusters Score -651015.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -651051.500000 Penalty: 4471.648438
	Iteration 21Q: 3 clusters Score -651051.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -651081.750000 Penalty: 4471.648438
	Iteration 22Q: 3 clusters Score -651081.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -651106.187500 Penalty: 4471.648438
	Iteration 23Q: 3 clusters Score -651106.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -651128.500000 Penalty: 4471.648438
	Iteration 24Q: 3 clusters Score -651128.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -651149.687500 Penalty: 4471.648438
	Iteration 25Q: 3 clusters Score -651149.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -651170.000000 Penalty: 4471.648438
	Iteration 26Q: 3 clusters Score -651170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -651189.312500 Penalty: 4471.648438
	Iteration 27Q: 3 clusters Score -651189.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -651202.562500 Penalty: 4471.648438
	Iteration 28Q: 3 clusters Score -651202.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -651210.000000 Penalty: 4471.648438
	Iteration 29Q: 3 clusters Score -651210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -651218.875000 Penalty: 4471.648438
	Iteration 30Q: 3 clusters Score -651218.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -651225.500000 Penalty: 4471.648438
	Iteration 31Q: 3 clusters Score -651225.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -651230.000000 Penalty: 4471.648438
	Iteration 32Q: 3 clusters Score -651230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -651236.375000 Penalty: 4471.648438
	Iteration 33Q: 3 clusters Score -651236.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -651243.187500 Penalty: 4471.648438
	Iteration 34Q: 3 clusters Score -651243.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -651247.062500 Penalty: 4471.648438
	Iteration 35Q: 3 clusters Score -651247.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -651251.312500 Penalty: 4471.648438
	Iteration 36Q: 3 clusters Score -651251.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -651256.312500 Penalty: 4471.648438
	Iteration 37Q: 3 clusters Score -651256.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -651257.625000 Penalty: 4471.648438
	Iteration 38Q: 3 clusters Score -651257.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -651260.562500 Penalty: 4471.648438
	Iteration 39Q: 3 clusters Score -651260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -651259.750000 Penalty: 4471.648438
	Iteration 40F: 3 clusters Score -651259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -651258.937500 Penalty: 4471.648438
	Iteration 41Q: 3 clusters Score -651258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -651258.937500 Penalty: 4471.648438
	Iteration 42F: 3 clusters Score -651258.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Entering Unmasked Estep 
Score: -1024477.125000 Penalty: 2322.060547
	Iteration 0F: 2 clusters Score -1024477 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 5803 members 
Entering Unmasked Estep 
Score: -1015735.750000 Penalty: 4644.121094
	Iteration 0F: 3 clusters Score -1015736 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1018321.250000 Penalty: 4644.121094
	Iteration 1F: 3 clusters Score -1018321 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1018618.937500 Penalty: 4644.121094
	Iteration 2F: 3 clusters Score -1018619 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1018862.250000 Penalty: 4644.121094
	Iteration 3Q: 3 clusters Score -1018862 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1019070.437500 Penalty: 4644.121094
	Iteration 4Q: 3 clusters Score -1019070 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1019279.437500 Penalty: 4644.121094
	Iteration 5Q: 3 clusters Score -1019279 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1019505.437500 Penalty: 4644.121094
	Iteration 6Q: 3 clusters Score -1019505 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1019769.187500 Penalty: 4644.121094
	Iteration 7Q: 3 clusters Score -1019769 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1020047.250000 Penalty: 4644.121094
	Iteration 8Q: 3 clusters Score -1020047 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1020371.250000 Penalty: 4644.121094
	Iteration 9Q: 3 clusters Score -1020371 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1020758.625000 Penalty: 4644.121094
	Iteration 10Q: 3 clusters Score -1020759 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1021157.187500 Penalty: 4644.121094
	Iteration 11Q: 3 clusters Score -1021157 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1021488.875000 Penalty: 4644.121094
	Iteration 12Q: 3 clusters Score -1021489 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1021760.937500 Penalty: 4644.121094
	Iteration 13Q: 3 clusters Score -1021761 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1021972.562500 Penalty: 4644.121094
	Iteration 14Q: 3 clusters Score -1021973 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1022130.562500 Penalty: 4644.121094
	Iteration 15Q: 3 clusters Score -1022131 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1022247.625000 Penalty: 4644.121094
	Iteration 16Q: 3 clusters Score -1022248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1022339.875000 Penalty: 4644.121094
	Iteration 17Q: 3 clusters Score -1022340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1022427.250000 Penalty: 4644.121094
	Iteration 18Q: 3 clusters Score -1022427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1022464.812500 Penalty: 4644.121094
	Iteration 19Q: 3 clusters Score -1022465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1022492.250000 Penalty: 4644.121094
	Iteration 20F: 3 clusters Score -1022492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1022522.937500 Penalty: 4644.121094
	Iteration 21Q: 3 clusters Score -1022523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1022548.437500 Penalty: 4644.121094
	Iteration 22Q: 3 clusters Score -1022548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1022562.750000 Penalty: 4644.121094
	Iteration 23Q: 3 clusters Score -1022563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1022576.625000 Penalty: 4644.121094
	Iteration 24Q: 3 clusters Score -1022577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1022594.250000 Penalty: 4644.121094
	Iteration 25Q: 3 clusters Score -1022594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1022602.312500 Penalty: 4644.121094
	Iteration 26Q: 3 clusters Score -1022602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1022603.937500 Penalty: 4644.121094
	Iteration 27Q: 3 clusters Score -1022604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1022607.562500 Penalty: 4644.121094
	Iteration 28Q: 3 clusters Score -1022608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1022609.000000 Penalty: 4644.121094
	Iteration 29Q: 3 clusters Score -1022609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1022610.062500 Penalty: 4644.121094
	Iteration 30Q: 3 clusters Score -1022610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1022610.062500 Penalty: 4644.121094
	Iteration 31F: 3 clusters Score -1022610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Entering Unmasked Estep 
Score: -1497896.875000 Penalty: 2418.617432
	Iteration 0F: 2 clusters Score -1497897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1485659.375000 Penalty: 4837.234863
	Iteration 0F: 3 clusters Score -1485659 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1489604.250000 Penalty: 4837.234863
	Iteration 1F: 3 clusters Score -1489604 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1489913.125000 Penalty: 4837.234863
	Iteration 2F: 3 clusters Score -1489913 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1490136.500000 Penalty: 4837.234863
	Iteration 3Q: 3 clusters Score -1490136 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1490318.625000 Penalty: 4837.234863
	Iteration 4Q: 3 clusters Score -1490319 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1490461.625000 Penalty: 4837.234863
	Iteration 5Q: 3 clusters Score -1490462 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1490579.500000 Penalty: 4837.234863
	Iteration 6Q: 3 clusters Score -1490580 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1490667.000000 Penalty: 4837.234863
	Iteration 7Q: 3 clusters Score -1490667 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1490734.500000 Penalty: 4837.234863
	Iteration 8Q: 3 clusters Score -1490734 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1490802.625000 Penalty: 4837.234863
	Iteration 9Q: 3 clusters Score -1490803 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1490881.875000 Penalty: 4837.234863
	Iteration 10Q: 3 clusters Score -1490882 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1490974.875000 Penalty: 4837.234863
	Iteration 11Q: 3 clusters Score -1490975 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1491076.000000 Penalty: 4837.234863
	Iteration 12Q: 3 clusters Score -1491076 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1491196.875000 Penalty: 4837.234863
	Iteration 13Q: 3 clusters Score -1491197 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1491331.625000 Penalty: 4837.234863
	Iteration 14Q: 3 clusters Score -1491332 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1491500.375000 Penalty: 4837.234863
	Iteration 15Q: 3 clusters Score -1491500 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1491702.125000 Penalty: 4837.234863
	Iteration 16Q: 3 clusters Score -1491702 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1491939.750000 Penalty: 4837.234863
	Iteration 17Q: 3 clusters Score -1491940 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1492266.625000 Penalty: 4837.234863
	Iteration 18Q: 3 clusters Score -1492267 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1492714.625000 Penalty: 4837.234863
	Iteration 19Q: 3 clusters Score -1492715 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1493260.875000 Penalty: 4837.234863
	Iteration 20F: 3 clusters Score -1493261 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1493816.750000 Penalty: 4837.234863
	Iteration 21Q: 3 clusters Score -1493817 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1494317.625000 Penalty: 4837.234863
	Iteration 22Q: 3 clusters Score -1494318 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1494730.500000 Penalty: 4837.234863
	Iteration 23Q: 3 clusters Score -1494730 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1495054.500000 Penalty: 4837.234863
	Iteration 24Q: 3 clusters Score -1495054 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1495286.000000 Penalty: 4837.234863
	Iteration 25Q: 3 clusters Score -1495286 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1495440.125000 Penalty: 4837.234863
	Iteration 26Q: 3 clusters Score -1495440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1495538.250000 Penalty: 4837.234863
	Iteration 27Q: 3 clusters Score -1495538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1495604.000000 Penalty: 4837.234863
	Iteration 28Q: 3 clusters Score -1495604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1495653.625000 Penalty: 4837.234863
	Iteration 29Q: 3 clusters Score -1495654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1495694.250000 Penalty: 4837.234863
	Iteration 30Q: 3 clusters Score -1495694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1495721.375000 Penalty: 4837.234863
	Iteration 31Q: 3 clusters Score -1495721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1495745.750000 Penalty: 4837.234863
	Iteration 32Q: 3 clusters Score -1495746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1495761.500000 Penalty: 4837.234863
	Iteration 33Q: 3 clusters Score -1495762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1495779.375000 Penalty: 4837.234863
	Iteration 34Q: 3 clusters Score -1495779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1495799.625000 Penalty: 4837.234863
	Iteration 35Q: 3 clusters Score -1495800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1495816.125000 Penalty: 4837.234863
	Iteration 36Q: 3 clusters Score -1495816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1495831.750000 Penalty: 4837.234863
	Iteration 37Q: 3 clusters Score -1495832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1495833.625000 Penalty: 4837.234863
	Iteration 38Q: 3 clusters Score -1495834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1495836.625000 Penalty: 4837.234863
	Iteration 39Q: 3 clusters Score -1495837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1495841.750000 Penalty: 4837.234863
	Iteration 40F: 3 clusters Score -1495842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1495842.500000 Penalty: 4837.234863
	Iteration 41Q: 3 clusters Score -1495842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1495844.250000 Penalty: 4837.234863
	Iteration 42Q: 3 clusters Score -1495844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1495843.000000 Penalty: 4837.234863
	Iteration 43Q: 3 clusters Score -1495843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1495847.125000 Penalty: 4837.234863
	Iteration 44Q: 3 clusters Score -1495847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1495851.500000 Penalty: 4837.234863
	Iteration 45Q: 3 clusters Score -1495852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1495852.625000 Penalty: 4837.234863
	Iteration 46Q: 3 clusters Score -1495853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1495859.000000 Penalty: 4837.234863
	Iteration 47Q: 3 clusters Score -1495859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1495860.875000 Penalty: 4837.234863
	Iteration 48Q: 3 clusters Score -1495861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1495861.625000 Penalty: 4837.234863
	Iteration 49Q: 3 clusters Score -1495862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1495863.625000 Penalty: 4837.234863
	Iteration 50Q: 3 clusters Score -1495864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1495866.375000 Penalty: 4837.234863
	Iteration 51Q: 3 clusters Score -1495866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1495870.000000 Penalty: 4837.234863
	Iteration 52Q: 3 clusters Score -1495870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1495871.625000 Penalty: 4837.234863
	Iteration 53Q: 3 clusters Score -1495872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1495872.375000 Penalty: 4837.234863
	Iteration 54Q: 3 clusters Score -1495872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1495872.375000 Penalty: 4837.234863
	Iteration 55Q: 3 clusters Score -1495872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1495875.750000 Penalty: 4837.234863
	Iteration 56Q: 3 clusters Score -1495876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1495878.750000 Penalty: 4837.234863
	Iteration 57Q: 3 clusters Score -1495879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1495881.250000 Penalty: 4837.234863
	Iteration 58Q: 3 clusters Score -1495881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1495880.375000 Penalty: 4837.234863
	Iteration 59Q: 3 clusters Score -1495880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1495880.375000 Penalty: 4837.234863
	Iteration 60F: 3 clusters Score -1495880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Entering Unmasked Estep 
Score: -753382.125000 Penalty: 2246.500732
	Iteration 0F: 2 clusters Score -753382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -746656.812500 Penalty: 4493.001465
	Iteration 0F: 3 clusters Score -746656.8 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -748599.187500 Penalty: 4493.001465
	Iteration 1F: 3 clusters Score -748599.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -748935.125000 Penalty: 4493.001465
	Iteration 2F: 3 clusters Score -748935.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -749176.562500 Penalty: 4493.001465
	Iteration 3F: 3 clusters Score -749176.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -749351.812500 Penalty: 4493.001465
	Iteration 4Q: 3 clusters Score -749351.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -749488.125000 Penalty: 4493.001465
	Iteration 5Q: 3 clusters Score -749488.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -749596.875000 Penalty: 4493.001465
	Iteration 6Q: 3 clusters Score -749596.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -749694.812500 Penalty: 4493.001465
	Iteration 7Q: 3 clusters Score -749694.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -749766.750000 Penalty: 4493.001465
	Iteration 8Q: 3 clusters Score -749766.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -749834.437500 Penalty: 4493.001465
	Iteration 9Q: 3 clusters Score -749834.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -749919.125000 Penalty: 4493.001465
	Iteration 10Q: 3 clusters Score -749919.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -750001.750000 Penalty: 4493.001465
	Iteration 11Q: 3 clusters Score -750001.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -750088.750000 Penalty: 4493.001465
	Iteration 12Q: 3 clusters Score -750088.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -750193.937500 Penalty: 4493.001465
	Iteration 13Q: 3 clusters Score -750193.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -750300.687500 Penalty: 4493.001465
	Iteration 14Q: 3 clusters Score -750300.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -750405.500000 Penalty: 4493.001465
	Iteration 15Q: 3 clusters Score -750405.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -750507.750000 Penalty: 4493.001465
	Iteration 16Q: 3 clusters Score -750507.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -750613.562500 Penalty: 4493.001465
	Iteration 17Q: 3 clusters Score -750613.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -750706.250000 Penalty: 4493.001465
	Iteration 18Q: 3 clusters Score -750706.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -750803.000000 Penalty: 4493.001465
	Iteration 19Q: 3 clusters Score -750803 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -750900.500000 Penalty: 4493.001465
	Iteration 20F: 3 clusters Score -750900.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -750989.437500 Penalty: 4493.001465
	Iteration 21Q: 3 clusters Score -750989.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -751069.500000 Penalty: 4493.001465
	Iteration 22Q: 3 clusters Score -751069.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -751124.375000 Penalty: 4493.001465
	Iteration 23Q: 3 clusters Score -751124.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -751165.312500 Penalty: 4493.001465
	Iteration 24Q: 3 clusters Score -751165.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -751214.062500 Penalty: 4493.001465
	Iteration 25Q: 3 clusters Score -751214.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -751246.125000 Penalty: 4493.001465
	Iteration 26Q: 3 clusters Score -751246.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -751273.375000 Penalty: 4493.001465
	Iteration 27Q: 3 clusters Score -751273.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -751301.000000 Penalty: 4493.001465
	Iteration 28Q: 3 clusters Score -751301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -751326.687500 Penalty: 4493.001465
	Iteration 29Q: 3 clusters Score -751326.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -751348.625000 Penalty: 4493.001465
	Iteration 30Q: 3 clusters Score -751348.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -751364.437500 Penalty: 4493.001465
	Iteration 31Q: 3 clusters Score -751364.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -751375.625000 Penalty: 4493.001465
	Iteration 32Q: 3 clusters Score -751375.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -751386.687500 Penalty: 4493.001465
	Iteration 33Q: 3 clusters Score -751386.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -751398.500000 Penalty: 4493.001465
	Iteration 34Q: 3 clusters Score -751398.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -751411.437500 Penalty: 4493.001465
	Iteration 35Q: 3 clusters Score -751411.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -751427.687500 Penalty: 4493.001465
	Iteration 36Q: 3 clusters Score -751427.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -751440.687500 Penalty: 4493.001465
	Iteration 37Q: 3 clusters Score -751440.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -751449.062500 Penalty: 4493.001465
	Iteration 38Q: 3 clusters Score -751449.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -751456.562500 Penalty: 4493.001465
	Iteration 39Q: 3 clusters Score -751456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -751463.062500 Penalty: 4493.001465
	Iteration 40F: 3 clusters Score -751463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -751465.625000 Penalty: 4493.001465
	Iteration 41Q: 3 clusters Score -751465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -751468.437500 Penalty: 4493.001465
	Iteration 42Q: 3 clusters Score -751468.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -751472.062500 Penalty: 4493.001465
	Iteration 43Q: 3 clusters Score -751472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -751475.250000 Penalty: 4493.001465
	Iteration 44Q: 3 clusters Score -751475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -751478.687500 Penalty: 4493.001465
	Iteration 45Q: 3 clusters Score -751478.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -751487.937500 Penalty: 4493.001465
	Iteration 46Q: 3 clusters Score -751487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -751488.875000 Penalty: 4493.001465
	Iteration 47Q: 3 clusters Score -751488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -751490.812500 Penalty: 4493.001465
	Iteration 48Q: 3 clusters Score -751490.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -751496.000000 Penalty: 4493.001465
	Iteration 49Q: 3 clusters Score -751496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -751497.125000 Penalty: 4493.001465
	Iteration 50Q: 3 clusters Score -751497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -751498.500000 Penalty: 4493.001465
	Iteration 51Q: 3 clusters Score -751498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -751500.125000 Penalty: 4493.001465
	Iteration 52Q: 3 clusters Score -751500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -751501.687500 Penalty: 4493.001465
	Iteration 53Q: 3 clusters Score -751501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -751502.125000 Penalty: 4493.001465
	Iteration 54Q: 3 clusters Score -751502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -751502.187500 Penalty: 4493.001465
	Iteration 55Q: 3 clusters Score -751502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -751502.187500 Penalty: 4493.001465
	Iteration 56F: 3 clusters Score -751502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Entering Unmasked Estep 
Score: -2379887.000000 Penalty: 2549.279297
	Iteration 0F: 2 clusters Score -2379887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2359758.000000 Penalty: 5098.558594
	Iteration 0F: 3 clusters Score -2359758 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2366746.250000 Penalty: 5098.558594
	Iteration 1F: 3 clusters Score -2366746 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2367270.250000 Penalty: 5098.558594
	Iteration 2F: 3 clusters Score -2367270 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2367727.000000 Penalty: 5098.558594
	Iteration 3Q: 3 clusters Score -2367727 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2368195.750000 Penalty: 5098.558594
	Iteration 4Q: 3 clusters Score -2368196 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2368667.000000 Penalty: 5098.558594
	Iteration 5Q: 3 clusters Score -2368667 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2369151.250000 Penalty: 5098.558594
	Iteration 6Q: 3 clusters Score -2369151 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2369661.000000 Penalty: 5098.558594
	Iteration 7Q: 3 clusters Score -2369661 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2370257.750000 Penalty: 5098.558594
	Iteration 8Q: 3 clusters Score -2370258 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2370948.000000 Penalty: 5098.558594
	Iteration 9Q: 3 clusters Score -2370948 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2371745.750000 Penalty: 5098.558594
	Iteration 10Q: 3 clusters Score -2371746 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2372592.500000 Penalty: 5098.558594
	Iteration 11Q: 3 clusters Score -2372592 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2373366.250000 Penalty: 5098.558594
	Iteration 12Q: 3 clusters Score -2373366 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2373945.500000 Penalty: 5098.558594
	Iteration 13Q: 3 clusters Score -2373946 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2374329.000000 Penalty: 5098.558594
	Iteration 14Q: 3 clusters Score -2374329 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2374625.500000 Penalty: 5098.558594
	Iteration 15Q: 3 clusters Score -2374626 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2374855.750000 Penalty: 5098.558594
	Iteration 16Q: 3 clusters Score -2374856 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2375041.750000 Penalty: 5098.558594
	Iteration 17Q: 3 clusters Score -2375042 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2375251.000000 Penalty: 5098.558594
	Iteration 18Q: 3 clusters Score -2375251 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2375465.500000 Penalty: 5098.558594
	Iteration 19Q: 3 clusters Score -2375466 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2375640.750000 Penalty: 5098.558594
	Iteration 20F: 3 clusters Score -2375641 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2375770.750000 Penalty: 5098.558594
	Iteration 21Q: 3 clusters Score -2375771 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2375898.500000 Penalty: 5098.558594
	Iteration 22Q: 3 clusters Score -2375898 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2375999.500000 Penalty: 5098.558594
	Iteration 23Q: 3 clusters Score -2376000 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2376102.250000 Penalty: 5098.558594
	Iteration 24Q: 3 clusters Score -2376102 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2376219.250000 Penalty: 5098.558594
	Iteration 25Q: 3 clusters Score -2376219 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2376299.500000 Penalty: 5098.558594
	Iteration 26Q: 3 clusters Score -2376300 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2376399.750000 Penalty: 5098.558594
	Iteration 27Q: 3 clusters Score -2376400 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2376505.250000 Penalty: 5098.558594
	Iteration 28Q: 3 clusters Score -2376505 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2376606.500000 Penalty: 5098.558594
	Iteration 29Q: 3 clusters Score -2376606 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2376718.750000 Penalty: 5098.558594
	Iteration 30Q: 3 clusters Score -2376719 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2376838.250000 Penalty: 5098.558594
	Iteration 31Q: 3 clusters Score -2376838 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2376941.250000 Penalty: 5098.558594
	Iteration 32Q: 3 clusters Score -2376941 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2377028.250000 Penalty: 5098.558594
	Iteration 33Q: 3 clusters Score -2377028 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2377113.000000 Penalty: 5098.558594
	Iteration 34Q: 3 clusters Score -2377113 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2377190.250000 Penalty: 5098.558594
	Iteration 35Q: 3 clusters Score -2377190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2377261.750000 Penalty: 5098.558594
	Iteration 36Q: 3 clusters Score -2377262 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2377300.750000 Penalty: 5098.558594
	Iteration 37Q: 3 clusters Score -2377301 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2377344.750000 Penalty: 5098.558594
	Iteration 38Q: 3 clusters Score -2377345 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2377380.750000 Penalty: 5098.558594
	Iteration 39Q: 3 clusters Score -2377381 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2377416.500000 Penalty: 5098.558594
	Iteration 40F: 3 clusters Score -2377416 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2377472.500000 Penalty: 5098.558594
	Iteration 41Q: 3 clusters Score -2377472 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2377516.250000 Penalty: 5098.558594
	Iteration 42Q: 3 clusters Score -2377516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2377558.000000 Penalty: 5098.558594
	Iteration 43Q: 3 clusters Score -2377558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2377594.500000 Penalty: 5098.558594
	Iteration 44Q: 3 clusters Score -2377594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2377640.000000 Penalty: 5098.558594
	Iteration 45Q: 3 clusters Score -2377640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2377678.000000 Penalty: 5098.558594
	Iteration 46Q: 3 clusters Score -2377678 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2377724.500000 Penalty: 5098.558594
	Iteration 47Q: 3 clusters Score -2377724 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2377758.250000 Penalty: 5098.558594
	Iteration 48Q: 3 clusters Score -2377758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2377795.750000 Penalty: 5098.558594
	Iteration 49Q: 3 clusters Score -2377796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2377819.500000 Penalty: 5098.558594
	Iteration 50Q: 3 clusters Score -2377820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2377848.250000 Penalty: 5098.558594
	Iteration 51Q: 3 clusters Score -2377848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2377864.750000 Penalty: 5098.558594
	Iteration 52Q: 3 clusters Score -2377865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2377893.500000 Penalty: 5098.558594
	Iteration 53Q: 3 clusters Score -2377894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2377913.500000 Penalty: 5098.558594
	Iteration 54Q: 3 clusters Score -2377914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2377933.000000 Penalty: 5098.558594
	Iteration 55Q: 3 clusters Score -2377933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2377952.250000 Penalty: 5098.558594
	Iteration 56Q: 3 clusters Score -2377952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2377963.250000 Penalty: 5098.558594
	Iteration 57Q: 3 clusters Score -2377963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2377975.250000 Penalty: 5098.558594
	Iteration 58Q: 3 clusters Score -2377975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2377981.500000 Penalty: 5098.558594
	Iteration 59Q: 3 clusters Score -2377982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2377995.250000 Penalty: 5098.558594
	Iteration 60F: 3 clusters Score -2377995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2377994.500000 Penalty: 5098.558594
	Iteration 61Q: 3 clusters Score -2377994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2378002.500000 Penalty: 5098.558594
	Iteration 62Q: 3 clusters Score -2378002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2378011.000000 Penalty: 5098.558594
	Iteration 63Q: 3 clusters Score -2378011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2378013.000000 Penalty: 5098.558594
	Iteration 64Q: 3 clusters Score -2378013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2378023.250000 Penalty: 5098.558594
	Iteration 65Q: 3 clusters Score -2378023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2378025.000000 Penalty: 5098.558594
	Iteration 66Q: 3 clusters Score -2378025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2378030.500000 Penalty: 5098.558594
	Iteration 67Q: 3 clusters Score -2378030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2378033.250000 Penalty: 5098.558594
	Iteration 68Q: 3 clusters Score -2378033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2378044.750000 Penalty: 5098.558594
	Iteration 69Q: 3 clusters Score -2378045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2378048.250000 Penalty: 5098.558594
	Iteration 70Q: 3 clusters Score -2378048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2378054.250000 Penalty: 5098.558594
	Iteration 71Q: 3 clusters Score -2378054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2378055.500000 Penalty: 5098.558594
	Iteration 72Q: 3 clusters Score -2378056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2378056.250000 Penalty: 5098.558594
	Iteration 73Q: 3 clusters Score -2378056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2378064.000000 Penalty: 5098.558594
	Iteration 74Q: 3 clusters Score -2378064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2378065.750000 Penalty: 5098.558594
	Iteration 75Q: 3 clusters Score -2378066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2378070.500000 Penalty: 5098.558594
	Iteration 76Q: 3 clusters Score -2378070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2378076.000000 Penalty: 5098.558594
	Iteration 77Q: 3 clusters Score -2378076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2378083.000000 Penalty: 5098.558594
	Iteration 78Q: 3 clusters Score -2378083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2378086.500000 Penalty: 5098.558594
	Iteration 79Q: 3 clusters Score -2378086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2378090.250000 Penalty: 5098.558594
	Iteration 80F: 3 clusters Score -2378090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2378088.250000 Penalty: 5098.558594
	Iteration 81Q: 3 clusters Score -2378088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2378085.500000 Penalty: 5098.558594
	Iteration 82Q: 3 clusters Score -2378086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2378090.500000 Penalty: 5098.558594
	Iteration 83Q: 3 clusters Score -2378090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2378094.750000 Penalty: 5098.558594
	Iteration 84Q: 3 clusters Score -2378095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2378093.250000 Penalty: 5098.558594
	Iteration 85Q: 3 clusters Score -2378093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2378091.000000 Penalty: 5098.558594
	Iteration 86Q: 3 clusters Score -2378091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2378094.750000 Penalty: 5098.558594
	Iteration 87Q: 3 clusters Score -2378095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2378097.000000 Penalty: 5098.558594
	Iteration 88Q: 3 clusters Score -2378097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2378097.250000 Penalty: 5098.558594
	Iteration 89Q: 3 clusters Score -2378097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2378099.250000 Penalty: 5098.558594
	Iteration 90Q: 3 clusters Score -2378099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2378099.250000 Penalty: 5098.558594
	Iteration 91Q: 3 clusters Score -2378099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2378101.500000 Penalty: 5098.558594
	Iteration 92Q: 3 clusters Score -2378102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2378102.750000 Penalty: 5098.558594
	Iteration 93Q: 3 clusters Score -2378103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2378097.000000 Penalty: 5098.558594
	Iteration 94Q: 3 clusters Score -2378097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2378097.000000 Penalty: 5098.558594
	Iteration 95F: 3 clusters Score -2378097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Entering Unmasked Estep 
Score: -296088.781250 Penalty: 2016.108521
	Iteration 0F: 2 clusters Score -296088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -292558.156250 Penalty: 4032.217041
	Iteration 0F: 3 clusters Score -292558.2 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -293249.125000 Penalty: 4032.217041
	Iteration 1F: 3 clusters Score -293249.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -293433.125000 Penalty: 4032.217041
	Iteration 2F: 3 clusters Score -293433.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -293543.812500 Penalty: 4032.217041
	Iteration 3F: 3 clusters Score -293543.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -293614.750000 Penalty: 4032.217041
	Iteration 4Q: 3 clusters Score -293614.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -293655.312500 Penalty: 4032.217041
	Iteration 5Q: 3 clusters Score -293655.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -293682.125000 Penalty: 4032.217041
	Iteration 6Q: 3 clusters Score -293682.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -293711.281250 Penalty: 4032.217041
	Iteration 7Q: 3 clusters Score -293711.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -293734.625000 Penalty: 4032.217041
	Iteration 8Q: 3 clusters Score -293734.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -293753.718750 Penalty: 4032.217041
	Iteration 9Q: 3 clusters Score -293753.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -293765.937500 Penalty: 4032.217041
	Iteration 10Q: 3 clusters Score -293765.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -293775.437500 Penalty: 4032.217041
	Iteration 11Q: 3 clusters Score -293775.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -293782.375000 Penalty: 4032.217041
	Iteration 12Q: 3 clusters Score -293782.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -293789.937500 Penalty: 4032.217041
	Iteration 13Q: 3 clusters Score -293789.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -293798.750000 Penalty: 4032.217041
	Iteration 14Q: 3 clusters Score -293798.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -293806.625000 Penalty: 4032.217041
	Iteration 15Q: 3 clusters Score -293806.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -293812.875000 Penalty: 4032.217041
	Iteration 16Q: 3 clusters Score -293812.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -293821.156250 Penalty: 4032.217041
	Iteration 17Q: 3 clusters Score -293821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -293827.031250 Penalty: 4032.217041
	Iteration 18Q: 3 clusters Score -293827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -293831.406250 Penalty: 4032.217041
	Iteration 19Q: 3 clusters Score -293831.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -293835.437500 Penalty: 4032.217041
	Iteration 20F: 3 clusters Score -293835.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -293838.343750 Penalty: 4032.217041
	Iteration 21Q: 3 clusters Score -293838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -293840.906250 Penalty: 4032.217041
	Iteration 22Q: 3 clusters Score -293840.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -293843.437500 Penalty: 4032.217041
	Iteration 23Q: 3 clusters Score -293843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -293844.500000 Penalty: 4032.217041
	Iteration 24Q: 3 clusters Score -293844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -293845.000000 Penalty: 4032.217041
	Iteration 25Q: 3 clusters Score -293845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -293845.000000 Penalty: 4032.217041
	Iteration 26F: 3 clusters Score -293845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -405335.062500 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -405335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -401021.093750 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -401021.1 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -402015.406250 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -402015.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -402227.968750 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -402228 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -402357.437500 Penalty: 4185.000000
	Iteration 3F: 3 clusters Score -402357.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -402420.562500 Penalty: 4185.000000
	Iteration 4Q: 3 clusters Score -402420.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -402470.062500 Penalty: 4185.000000
	Iteration 5Q: 3 clusters Score -402470.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -402510.187500 Penalty: 4185.000000
	Iteration 6Q: 3 clusters Score -402510.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -402534.906250 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -402534.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -402556.187500 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -402556.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -402578.906250 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -402578.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -402600.656250 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -402600.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -402616.843750 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -402616.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -402628.843750 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -402628.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -402640.156250 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -402640.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -402650.562500 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -402650.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -402658.656250 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -402658.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -402666.000000 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -402666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -402674.000000 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -402674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -402677.625000 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -402677.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -402683.312500 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -402683.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -402693.000000 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -402693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -402700.187500 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -402700.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -402712.500000 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -402712.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -402725.250000 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -402725.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -402737.625000 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -402737.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -402751.687500 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -402751.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -402763.312500 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -402763.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -402773.781250 Penalty: 4185.000000
	Iteration 27Q: 3 clusters Score -402773.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -402783.250000 Penalty: 4185.000000
	Iteration 28Q: 3 clusters Score -402783.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -402791.250000 Penalty: 4185.000000
	Iteration 29Q: 3 clusters Score -402791.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -402803.250000 Penalty: 4185.000000
	Iteration 30Q: 3 clusters Score -402803.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -402820.125000 Penalty: 4185.000000
	Iteration 31Q: 3 clusters Score -402820.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -402838.250000 Penalty: 4185.000000
	Iteration 32Q: 3 clusters Score -402838.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -402856.750000 Penalty: 4185.000000
	Iteration 33Q: 3 clusters Score -402856.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -402879.093750 Penalty: 4185.000000
	Iteration 34Q: 3 clusters Score -402879.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -402901.812500 Penalty: 4185.000000
	Iteration 35Q: 3 clusters Score -402901.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -402924.125000 Penalty: 4185.000000
	Iteration 36Q: 3 clusters Score -402924.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -402942.781250 Penalty: 4185.000000
	Iteration 37Q: 3 clusters Score -402942.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -402960.812500 Penalty: 4185.000000
	Iteration 38Q: 3 clusters Score -402960.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -402978.812500 Penalty: 4185.000000
	Iteration 39Q: 3 clusters Score -402978.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -403003.031250 Penalty: 4185.000000
	Iteration 40F: 3 clusters Score -403003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -403028.906250 Penalty: 4185.000000
	Iteration 41Q: 3 clusters Score -403028.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -403053.000000 Penalty: 4185.000000
	Iteration 42Q: 3 clusters Score -403053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -403082.656250 Penalty: 4185.000000
	Iteration 43Q: 3 clusters Score -403082.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -403112.750000 Penalty: 4185.000000
	Iteration 44Q: 3 clusters Score -403112.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -403140.718750 Penalty: 4185.000000
	Iteration 45Q: 3 clusters Score -403140.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -403171.218750 Penalty: 4185.000000
	Iteration 46Q: 3 clusters Score -403171.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -403196.343750 Penalty: 4185.000000
	Iteration 47Q: 3 clusters Score -403196.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -403219.062500 Penalty: 4185.000000
	Iteration 48Q: 3 clusters Score -403219.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -403237.750000 Penalty: 4185.000000
	Iteration 49Q: 3 clusters Score -403237.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -403250.500000 Penalty: 4185.000000
	Iteration 50Q: 3 clusters Score -403250.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -403267.312500 Penalty: 4185.000000
	Iteration 51Q: 3 clusters Score -403267.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -403285.375000 Penalty: 4185.000000
	Iteration 52Q: 3 clusters Score -403285.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -403302.093750 Penalty: 4185.000000
	Iteration 53Q: 3 clusters Score -403302.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -403321.906250 Penalty: 4185.000000
	Iteration 54Q: 3 clusters Score -403321.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -403339.093750 Penalty: 4185.000000
	Iteration 55Q: 3 clusters Score -403339.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -403358.125000 Penalty: 4185.000000
	Iteration 56Q: 3 clusters Score -403358.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -403376.062500 Penalty: 4185.000000
	Iteration 57Q: 3 clusters Score -403376.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -403388.218750 Penalty: 4185.000000
	Iteration 58Q: 3 clusters Score -403388.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -403400.093750 Penalty: 4185.000000
	Iteration 59Q: 3 clusters Score -403400.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -403407.093750 Penalty: 4185.000000
	Iteration 60F: 3 clusters Score -403407.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -403413.875000 Penalty: 4185.000000
	Iteration 61Q: 3 clusters Score -403413.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -403418.906250 Penalty: 4185.000000
	Iteration 62Q: 3 clusters Score -403418.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -403423.187500 Penalty: 4185.000000
	Iteration 63Q: 3 clusters Score -403423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -403427.906250 Penalty: 4185.000000
	Iteration 64Q: 3 clusters Score -403427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -403435.562500 Penalty: 4185.000000
	Iteration 65Q: 3 clusters Score -403435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -403441.031250 Penalty: 4185.000000
	Iteration 66Q: 3 clusters Score -403441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -403443.218750 Penalty: 4185.000000
	Iteration 67Q: 3 clusters Score -403443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -403446.000000 Penalty: 4185.000000
	Iteration 68Q: 3 clusters Score -403446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -403448.218750 Penalty: 4185.000000
	Iteration 69Q: 3 clusters Score -403448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -403448.593750 Penalty: 4185.000000
	Iteration 70Q: 3 clusters Score -403448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -403448.750000 Penalty: 4185.000000
	Iteration 71Q: 3 clusters Score -403448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -403451.500000 Penalty: 4185.000000
	Iteration 72Q: 3 clusters Score -403451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -403452.562500 Penalty: 4185.000000
	Iteration 73Q: 3 clusters Score -403452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -403453.312500 Penalty: 4185.000000
	Iteration 74Q: 3 clusters Score -403453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -403454.750000 Penalty: 4185.000000
	Iteration 75Q: 3 clusters Score -403454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -403454.750000 Penalty: 4185.000000
	Iteration 76F: 3 clusters Score -403454.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -273572.812500 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -273572.8 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 1933 members 
Entering Unmasked Estep 
Score: -269797.312500 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -269797.3 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -270797.937500 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -270797.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -271111.937500 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -271111.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -271410.937500 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -271410.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -271712.468750 Penalty: 4102.687988
	Iteration 4F: 3 clusters Score -271712.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -272019.312500 Penalty: 4102.687988
	Iteration 5F: 3 clusters Score -272019.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -272261.343750 Penalty: 4102.687988
	Iteration 6F: 3 clusters Score -272261.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -272386.593750 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -272386.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -272465.093750 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -272465.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -272515.875000 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -272515.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -272552.000000 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -272552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -272580.875000 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -272580.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -272599.656250 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -272599.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -272613.718750 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -272613.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -272629.531250 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -272629.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -272640.687500 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -272640.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -272653.593750 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -272653.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -272672.906250 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -272672.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -272691.250000 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -272691.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -272709.281250 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -272709.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -272729.125000 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -272729.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -272741.875000 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -272741.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -272749.812500 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -272749.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -272755.562500 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -272755.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -272760.218750 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -272760.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -272766.062500 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -272766.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -272772.812500 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -272772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -272778.156250 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -272778.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -272783.968750 Penalty: 4102.687988
	Iteration 28Q: 3 clusters Score -272784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -272789.687500 Penalty: 4102.687988
	Iteration 29Q: 3 clusters Score -272789.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -272793.843750 Penalty: 4102.687988
	Iteration 30Q: 3 clusters Score -272793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -272799.968750 Penalty: 4102.687988
	Iteration 31Q: 3 clusters Score -272800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -272807.187500 Penalty: 4102.687988
	Iteration 32Q: 3 clusters Score -272807.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -272817.593750 Penalty: 4102.687988
	Iteration 33Q: 3 clusters Score -272817.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -272823.125000 Penalty: 4102.687988
	Iteration 34Q: 3 clusters Score -272823.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -272827.531250 Penalty: 4102.687988
	Iteration 35Q: 3 clusters Score -272827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -272832.187500 Penalty: 4102.687988
	Iteration 36Q: 3 clusters Score -272832.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -272835.687500 Penalty: 4102.687988
	Iteration 37Q: 3 clusters Score -272835.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -272838.250000 Penalty: 4102.687988
	Iteration 38Q: 3 clusters Score -272838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -272840.750000 Penalty: 4102.687988
	Iteration 39Q: 3 clusters Score -272840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -272843.000000 Penalty: 4102.687988
	Iteration 40F: 3 clusters Score -272843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -272844.406250 Penalty: 4102.687988
	Iteration 41Q: 3 clusters Score -272844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -272844.812500 Penalty: 4102.687988
	Iteration 42Q: 3 clusters Score -272844.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -272844.812500 Penalty: 4102.687988
	Iteration 43F: 3 clusters Score -272844.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Entering Unmasked Estep 
Score: -3361037.000000 Penalty: 2621.158203
	Iteration 0F: 2 clusters Score -3361037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3334462.250000 Penalty: 5242.316406
	Iteration 0F: 3 clusters Score -3334462 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3344383.000000 Penalty: 5242.316406
	Iteration 1F: 3 clusters Score -3344383 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3345097.750000 Penalty: 5242.316406
	Iteration 2Q: 3 clusters Score -3345098 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3345831.500000 Penalty: 5242.316406
	Iteration 3Q: 3 clusters Score -3345832 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3346566.250000 Penalty: 5242.316406
	Iteration 4Q: 3 clusters Score -3346566 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3347304.750000 Penalty: 5242.316406
	Iteration 5Q: 3 clusters Score -3347305 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3348077.250000 Penalty: 5242.316406
	Iteration 6Q: 3 clusters Score -3348077 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3348808.000000 Penalty: 5242.316406
	Iteration 7Q: 3 clusters Score -3348808 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3349554.250000 Penalty: 5242.316406
	Iteration 8Q: 3 clusters Score -3349554 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3350322.250000 Penalty: 5242.316406
	Iteration 9Q: 3 clusters Score -3350322 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3351220.500000 Penalty: 5242.316406
	Iteration 10Q: 3 clusters Score -3351220 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3352134.500000 Penalty: 5242.316406
	Iteration 11Q: 3 clusters Score -3352134 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3352919.250000 Penalty: 5242.316406
	Iteration 12Q: 3 clusters Score -3352919 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3353448.750000 Penalty: 5242.316406
	Iteration 13Q: 3 clusters Score -3353449 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3353836.500000 Penalty: 5242.316406
	Iteration 14Q: 3 clusters Score -3353836 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3354046.000000 Penalty: 5242.316406
	Iteration 15Q: 3 clusters Score -3354046 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3354208.000000 Penalty: 5242.316406
	Iteration 16Q: 3 clusters Score -3354208 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3354348.000000 Penalty: 5242.316406
	Iteration 17Q: 3 clusters Score -3354348 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3354484.250000 Penalty: 5242.316406
	Iteration 18Q: 3 clusters Score -3354484 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3354604.750000 Penalty: 5242.316406
	Iteration 19Q: 3 clusters Score -3354605 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3354774.750000 Penalty: 5242.316406
	Iteration 20F: 3 clusters Score -3354775 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3354960.500000 Penalty: 5242.316406
	Iteration 21Q: 3 clusters Score -3354960 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3355143.750000 Penalty: 5242.316406
	Iteration 22Q: 3 clusters Score -3355144 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3355305.000000 Penalty: 5242.316406
	Iteration 23Q: 3 clusters Score -3355305 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3355502.500000 Penalty: 5242.316406
	Iteration 24Q: 3 clusters Score -3355502 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3355657.500000 Penalty: 5242.316406
	Iteration 25Q: 3 clusters Score -3355658 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3355786.000000 Penalty: 5242.316406
	Iteration 26Q: 3 clusters Score -3355786 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3355912.750000 Penalty: 5242.316406
	Iteration 27Q: 3 clusters Score -3355913 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3356050.250000 Penalty: 5242.316406
	Iteration 28Q: 3 clusters Score -3356050 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3356137.250000 Penalty: 5242.316406
	Iteration 29Q: 3 clusters Score -3356137 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3356228.500000 Penalty: 5242.316406
	Iteration 30Q: 3 clusters Score -3356228 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3356300.000000 Penalty: 5242.316406
	Iteration 31Q: 3 clusters Score -3356300 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3356361.750000 Penalty: 5242.316406
	Iteration 32Q: 3 clusters Score -3356362 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3356430.250000 Penalty: 5242.316406
	Iteration 33Q: 3 clusters Score -3356430 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3356463.750000 Penalty: 5242.316406
	Iteration 34Q: 3 clusters Score -3356464 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -3356487.500000 Penalty: 5242.316406
	Iteration 35Q: 3 clusters Score -3356488 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3356518.000000 Penalty: 5242.316406
	Iteration 36Q: 3 clusters Score -3356518 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3356543.250000 Penalty: 5242.316406
	Iteration 37Q: 3 clusters Score -3356543 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3356569.500000 Penalty: 5242.316406
	Iteration 38Q: 3 clusters Score -3356570 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3356585.000000 Penalty: 5242.316406
	Iteration 39Q: 3 clusters Score -3356585 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3356596.000000 Penalty: 5242.316406
	Iteration 40F: 3 clusters Score -3356596 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3356620.250000 Penalty: 5242.316406
	Iteration 41Q: 3 clusters Score -3356620 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3356627.750000 Penalty: 5242.316406
	Iteration 42Q: 3 clusters Score -3356628 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3356649.000000 Penalty: 5242.316406
	Iteration 43Q: 3 clusters Score -3356649 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3356649.000000 Penalty: 5242.316406
	Iteration 44Q: 3 clusters Score -3356649 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3356660.000000 Penalty: 5242.316406
	Iteration 45Q: 3 clusters Score -3356660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3356654.750000 Penalty: 5242.316406
	Iteration 46Q: 3 clusters Score -3356655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3356656.500000 Penalty: 5242.316406
	Iteration 47Q: 3 clusters Score -3356656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3356660.500000 Penalty: 5242.316406
	Iteration 48Q: 3 clusters Score -3356660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3356686.750000 Penalty: 5242.316406
	Iteration 49Q: 3 clusters Score -3356687 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3356690.500000 Penalty: 5242.316406
	Iteration 50Q: 3 clusters Score -3356690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3356693.500000 Penalty: 5242.316406
	Iteration 51Q: 3 clusters Score -3356694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3356718.250000 Penalty: 5242.316406
	Iteration 52Q: 3 clusters Score -3356718 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3356731.500000 Penalty: 5242.316406
	Iteration 53Q: 3 clusters Score -3356732 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -3356739.000000 Penalty: 5242.316406
	Iteration 54Q: 3 clusters Score -3356739 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3356753.000000 Penalty: 5242.316406
	Iteration 55Q: 3 clusters Score -3356753 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3356765.250000 Penalty: 5242.316406
	Iteration 56Q: 3 clusters Score -3356765 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3356781.250000 Penalty: 5242.316406
	Iteration 57Q: 3 clusters Score -3356781 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3356791.500000 Penalty: 5242.316406
	Iteration 58Q: 3 clusters Score -3356792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3356794.000000 Penalty: 5242.316406
	Iteration 59Q: 3 clusters Score -3356794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3356793.750000 Penalty: 5242.316406
	Iteration 60F: 3 clusters Score -3356794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3356794.000000 Penalty: 5242.316406
	Iteration 61Q: 3 clusters Score -3356794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3356812.000000 Penalty: 5242.316406
	Iteration 62Q: 3 clusters Score -3356812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3356810.750000 Penalty: 5242.316406
	Iteration 63Q: 3 clusters Score -3356811 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3356816.750000 Penalty: 5242.316406
	Iteration 64Q: 3 clusters Score -3356817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3356824.500000 Penalty: 5242.316406
	Iteration 65Q: 3 clusters Score -3356824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3356832.000000 Penalty: 5242.316406
	Iteration 66Q: 3 clusters Score -3356832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -3356848.750000 Penalty: 5242.316406
	Iteration 67Q: 3 clusters Score -3356849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3356845.250000 Penalty: 5242.316406
	Iteration 68Q: 3 clusters Score -3356845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3356848.750000 Penalty: 5242.316406
	Iteration 69Q: 3 clusters Score -3356849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3356848.000000 Penalty: 5242.316406
	Iteration 70Q: 3 clusters Score -3356848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3356863.000000 Penalty: 5242.316406
	Iteration 71Q: 3 clusters Score -3356863 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3356876.250000 Penalty: 5242.316406
	Iteration 72Q: 3 clusters Score -3356876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3356887.000000 Penalty: 5242.316406
	Iteration 73Q: 3 clusters Score -3356887 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3356895.750000 Penalty: 5242.316406
	Iteration 74Q: 3 clusters Score -3356896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3356899.500000 Penalty: 5242.316406
	Iteration 75Q: 3 clusters Score -3356900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3356918.500000 Penalty: 5242.316406
	Iteration 76Q: 3 clusters Score -3356918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3356924.000000 Penalty: 5242.316406
	Iteration 77Q: 3 clusters Score -3356924 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3356934.000000 Penalty: 5242.316406
	Iteration 78Q: 3 clusters Score -3356934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3356949.500000 Penalty: 5242.316406
	Iteration 79Q: 3 clusters Score -3356950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3356951.000000 Penalty: 5242.316406
	Iteration 80F: 3 clusters Score -3356951 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3356978.250000 Penalty: 5242.316406
	Iteration 81Q: 3 clusters Score -3356978 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3356992.500000 Penalty: 5242.316406
	Iteration 82Q: 3 clusters Score -3356992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3357016.000000 Penalty: 5242.316406
	Iteration 83Q: 3 clusters Score -3357016 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3357028.500000 Penalty: 5242.316406
	Iteration 84Q: 3 clusters Score -3357028 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3357043.500000 Penalty: 5242.316406
	Iteration 85Q: 3 clusters Score -3357044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3357070.000000 Penalty: 5242.316406
	Iteration 86Q: 3 clusters Score -3357070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3357095.250000 Penalty: 5242.316406
	Iteration 87Q: 3 clusters Score -3357095 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3357118.750000 Penalty: 5242.316406
	Iteration 88Q: 3 clusters Score -3357119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3357128.250000 Penalty: 5242.316406
	Iteration 89Q: 3 clusters Score -3357128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3357137.250000 Penalty: 5242.316406
	Iteration 90Q: 3 clusters Score -3357137 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3357154.000000 Penalty: 5242.316406
	Iteration 91Q: 3 clusters Score -3357154 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3357178.750000 Penalty: 5242.316406
	Iteration 92Q: 3 clusters Score -3357179 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3357185.000000 Penalty: 5242.316406
	Iteration 93Q: 3 clusters Score -3357185 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3357202.250000 Penalty: 5242.316406
	Iteration 94Q: 3 clusters Score -3357202 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -3357215.000000 Penalty: 5242.316406
	Iteration 95Q: 3 clusters Score -3357215 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3357237.750000 Penalty: 5242.316406
	Iteration 96Q: 3 clusters Score -3357238 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3357254.000000 Penalty: 5242.316406
	Iteration 97Q: 3 clusters Score -3357254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3357294.750000 Penalty: 5242.316406
	Iteration 98Q: 3 clusters Score -3357295 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3357323.250000 Penalty: 5242.316406
	Iteration 99Q: 3 clusters Score -3357323 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3357322.250000 Penalty: 5242.316406
	Iteration 100F: 3 clusters Score -3357322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -3357337.500000 Penalty: 5242.316406
	Iteration 101Q: 3 clusters Score -3357338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3357358.500000 Penalty: 5242.316406
	Iteration 102Q: 3 clusters Score -3357358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3357371.500000 Penalty: 5242.316406
	Iteration 103Q: 3 clusters Score -3357372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3357376.250000 Penalty: 5242.316406
	Iteration 104Q: 3 clusters Score -3357376 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3357398.000000 Penalty: 5242.316406
	Iteration 105Q: 3 clusters Score -3357398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3357413.250000 Penalty: 5242.316406
	Iteration 106Q: 3 clusters Score -3357413 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3357438.500000 Penalty: 5242.316406
	Iteration 107Q: 3 clusters Score -3357438 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3357468.000000 Penalty: 5242.316406
	Iteration 108Q: 3 clusters Score -3357468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3357495.000000 Penalty: 5242.316406
	Iteration 109Q: 3 clusters Score -3357495 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3357530.750000 Penalty: 5242.316406
	Iteration 110Q: 3 clusters Score -3357531 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3357555.000000 Penalty: 5242.316406
	Iteration 111Q: 3 clusters Score -3357555 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3357591.000000 Penalty: 5242.316406
	Iteration 112Q: 3 clusters Score -3357591 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3357617.500000 Penalty: 5242.316406
	Iteration 113Q: 3 clusters Score -3357618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3357653.750000 Penalty: 5242.316406
	Iteration 114Q: 3 clusters Score -3357654 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3357671.250000 Penalty: 5242.316406
	Iteration 115Q: 3 clusters Score -3357671 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3357696.750000 Penalty: 5242.316406
	Iteration 116Q: 3 clusters Score -3357697 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3357722.750000 Penalty: 5242.316406
	Iteration 117Q: 3 clusters Score -3357723 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3357755.250000 Penalty: 5242.316406
	Iteration 118Q: 3 clusters Score -3357755 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -3357798.750000 Penalty: 5242.316406
	Iteration 119Q: 3 clusters Score -3357799 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3357821.250000 Penalty: 5242.316406
	Iteration 120F: 3 clusters Score -3357821 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3357833.250000 Penalty: 5242.316406
	Iteration 121Q: 3 clusters Score -3357833 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3357844.500000 Penalty: 5242.316406
	Iteration 122Q: 3 clusters Score -3357844 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3357872.750000 Penalty: 5242.316406
	Iteration 123Q: 3 clusters Score -3357873 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3357890.250000 Penalty: 5242.316406
	Iteration 124Q: 3 clusters Score -3357890 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3357912.000000 Penalty: 5242.316406
	Iteration 125Q: 3 clusters Score -3357912 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3357940.750000 Penalty: 5242.316406
	Iteration 126Q: 3 clusters Score -3357941 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -3357975.250000 Penalty: 5242.316406
	Iteration 127Q: 3 clusters Score -3357975 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3358001.500000 Penalty: 5242.316406
	Iteration 128Q: 3 clusters Score -3358002 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3358041.750000 Penalty: 5242.316406
	Iteration 129Q: 3 clusters Score -3358042 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 31314 members 
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Mstep: Class 2 contains 31471 members 
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	Iteration 132Q: 3 clusters Score -3358177 nChanged 173
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Mstep: Class 2 contains 31630 members 
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Mstep: Class 2 contains 31779 members 
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	Iteration 134Q: 3 clusters Score -3358256 nChanged 160
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Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 31929 members 
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	Iteration 135Q: 3 clusters Score -3358293 nChanged 169
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	Iteration 136Q: 3 clusters Score -3358333 nChanged 157
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	Iteration 137Q: 3 clusters Score -3358366 nChanged 125
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	Iteration 138Q: 3 clusters Score -3358392 nChanged 105
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Mstep: Class 2 contains 32439 members 
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Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 32534 members 
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	Iteration 140F: 3 clusters Score -3358432 nChanged 89
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Mstep: Class 2 contains 32619 members 
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	Iteration 141Q: 3 clusters Score -3358437 nChanged 92
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Mstep: Class 1 contains 6210 members 
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	Iteration 143Q: 3 clusters Score -3358476 nChanged 95
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	Iteration 144Q: 3 clusters Score -3358499 nChanged 80
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	Iteration 145Q: 3 clusters Score -3358516 nChanged 82
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Mstep: Class 2 contains 33043 members 
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	Iteration 146Q: 3 clusters Score -3358515 nChanged 68
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	Iteration 147Q: 3 clusters Score -3358520 nChanged 61
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Mstep: Class 2 contains 33164 members 
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Mstep: Class 2 contains 33224 members 
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	Iteration 151Q: 3 clusters Score -3358566 nChanged 47
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Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 33362 members 
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	Iteration 152Q: 3 clusters Score -3358567 nChanged 51
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	Iteration 153Q: 3 clusters Score -3358571 nChanged 43
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	Iteration 154Q: 3 clusters Score -3358578 nChanged 43
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	Iteration 157Q: 3 clusters Score -3358590 nChanged 46
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	Iteration 158Q: 3 clusters Score -3358591 nChanged 35
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	Iteration 159Q: 3 clusters Score -3358597 nChanged 23
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	Iteration 160F: 3 clusters Score -3358596 nChanged 17
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Mstep: Class 1 contains 5221 members 
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	Iteration 165Q: 3 clusters Score -3358621 nChanged 30
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	Iteration 166Q: 3 clusters Score -3358628 nChanged 36
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	Iteration 167Q: 3 clusters Score -3358631 nChanged 37
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Mstep: Class 1 contains 5025 members 
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	Iteration 168Q: 3 clusters Score -3358642 nChanged 53
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	Iteration 169Q: 3 clusters Score -3358655 nChanged 38
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Mstep: Class 1 contains 4901 members 
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	Iteration 172Q: 3 clusters Score -3358657 nChanged 29
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	Iteration 173Q: 3 clusters Score -3358661 nChanged 19
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	Iteration 174Q: 3 clusters Score -3358667 nChanged 15
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	Iteration 175Q: 3 clusters Score -3358663 nChanged 15
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	Iteration 176Q: 3 clusters Score -3358667 nChanged 9
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Mstep: Class 1 contains 4787 members 
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	Iteration 177Q: 3 clusters Score -3358674 nChanged 8
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Mstep: Class 1 contains 4779 members 
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	Iteration 178Q: 3 clusters Score -3358670 nChanged 9
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Mstep: Class 1 contains 4770 members 
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	Iteration 179Q: 3 clusters Score -3358676 nChanged 8
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Mstep: Class 1 contains 4762 members 
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	Iteration 180F: 3 clusters Score -3358676 nChanged 12
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	Iteration 181Q: 3 clusters Score -3358677 nChanged 16
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	Iteration 182Q: 3 clusters Score -3358671 nChanged 11
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	Iteration 183Q: 3 clusters Score -3358674 nChanged 10
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	Iteration 184Q: 3 clusters Score -3358677 nChanged 14
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	Iteration 185Q: 3 clusters Score -3358676 nChanged 13
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	Iteration 186Q: 3 clusters Score -3358684 nChanged 12
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	Iteration 187Q: 3 clusters Score -3358689 nChanged 17
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Mstep: Class 1 contains 4657 members 
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	Iteration 188Q: 3 clusters Score -3358692 nChanged 14
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	Iteration 189Q: 3 clusters Score -3358691 nChanged 17
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Mstep: Class 1 contains 4630 members 
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	Iteration 190Q: 3 clusters Score -3358690 nChanged 19
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	Iteration 191Q: 3 clusters Score -3358690 nChanged 10
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	Iteration 192Q: 3 clusters Score -3358696 nChanged 9
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	Iteration 193Q: 3 clusters Score -3358698 nChanged 15
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	Iteration 194Q: 3 clusters Score -3358693 nChanged 15
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	Iteration 195Q: 3 clusters Score -3358697 nChanged 14
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	Iteration 196Q: 3 clusters Score -3358703 nChanged 11
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	Iteration 197Q: 3 clusters Score -3358703 nChanged 9
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	Iteration 198Q: 3 clusters Score -3358698 nChanged 7
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	Iteration 199Q: 3 clusters Score -3358708 nChanged 7
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	Iteration 200F: 3 clusters Score -3358714 nChanged 9
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	Iteration 201Q: 3 clusters Score -3358710 nChanged 13
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	Iteration 202Q: 3 clusters Score -3358709 nChanged 18
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	Iteration 203Q: 3 clusters Score -3358710 nChanged 22
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	Iteration 204Q: 3 clusters Score -3358700 nChanged 21
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	Iteration 205Q: 3 clusters Score -3358713 nChanged 13
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	Iteration 206Q: 3 clusters Score -3358716 nChanged 13
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	Iteration 207Q: 3 clusters Score -3358719 nChanged 7
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	Iteration 208Q: 3 clusters Score -3358724 nChanged 10
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	Iteration 209Q: 3 clusters Score -3358726 nChanged 8
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	Iteration 210Q: 3 clusters Score -3358721 nChanged 6
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	Iteration 211Q: 3 clusters Score -3358724 nChanged 6
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	Iteration 212Q: 3 clusters Score -3358726 nChanged 6
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	Iteration 213Q: 3 clusters Score -3358726 nChanged 7
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	Iteration 214Q: 3 clusters Score -3358730 nChanged 15
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	Iteration 215Q: 3 clusters Score -3358742 nChanged 15
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	Iteration 216Q: 3 clusters Score -3358734 nChanged 9
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	Iteration 217Q: 3 clusters Score -3358735 nChanged 10
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	Iteration 218Q: 3 clusters Score -3358740 nChanged 11
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	Iteration 219Q: 3 clusters Score -3358736 nChanged 13
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	Iteration 220F: 3 clusters Score -3358740 nChanged 14
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Score: -3358741.250000 Penalty: 5242.316406
	Iteration 221Q: 3 clusters Score -3358741 nChanged 16
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	Iteration 222Q: 3 clusters Score -3358744 nChanged 12
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	Iteration 223Q: 3 clusters Score -3358740 nChanged 10
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Entering Unmasked Estep 
Score: -3358737.250000 Penalty: 5242.316406
	Iteration 224Q: 3 clusters Score -3358737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -3358742.750000 Penalty: 5242.316406
	Iteration 225Q: 3 clusters Score -3358743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -3358740.500000 Penalty: 5242.316406
	Iteration 226Q: 3 clusters Score -3358740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -3358743.000000 Penalty: 5242.316406
	Iteration 227Q: 3 clusters Score -3358743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -3358748.250000 Penalty: 5242.316406
	Iteration 228Q: 3 clusters Score -3358748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -3358746.000000 Penalty: 5242.316406
	Iteration 229Q: 3 clusters Score -3358746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -3358746.250000 Penalty: 5242.316406
	Iteration 230Q: 3 clusters Score -3358746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -3358744.500000 Penalty: 5242.316406
	Iteration 231Q: 3 clusters Score -3358744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -3358742.750000 Penalty: 5242.316406
	Iteration 232Q: 3 clusters Score -3358743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -3358744.000000 Penalty: 5242.316406
	Iteration 233Q: 3 clusters Score -3358744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -3358740.250000 Penalty: 5242.316406
	Iteration 234Q: 3 clusters Score -3358740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -3358737.750000 Penalty: 5242.316406
	Iteration 235Q: 3 clusters Score -3358738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -3358737.750000 Penalty: 5242.316406
	Iteration 236F: 3 clusters Score -3358738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Entering Unmasked Estep 
Score: -977237.125000 Penalty: 2324.559570
	Iteration 0F: 2 clusters Score -977237.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -968321.250000 Penalty: 4649.119141
	Iteration 0F: 3 clusters Score -968321.2 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -971045.125000 Penalty: 4649.119141
	Iteration 1F: 3 clusters Score -971045.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -971433.375000 Penalty: 4649.119141
	Iteration 2F: 3 clusters Score -971433.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -971733.812500 Penalty: 4649.119141
	Iteration 3F: 3 clusters Score -971733.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -971982.250000 Penalty: 4649.119141
	Iteration 4Q: 3 clusters Score -971982.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -972196.312500 Penalty: 4649.119141
	Iteration 5Q: 3 clusters Score -972196.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -972416.437500 Penalty: 4649.119141
	Iteration 6Q: 3 clusters Score -972416.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -972612.687500 Penalty: 4649.119141
	Iteration 7Q: 3 clusters Score -972612.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -972791.125000 Penalty: 4649.119141
	Iteration 8Q: 3 clusters Score -972791.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -972949.500000 Penalty: 4649.119141
	Iteration 9Q: 3 clusters Score -972949.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -973142.750000 Penalty: 4649.119141
	Iteration 10Q: 3 clusters Score -973142.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -973335.875000 Penalty: 4649.119141
	Iteration 11Q: 3 clusters Score -973335.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -973550.437500 Penalty: 4649.119141
	Iteration 12Q: 3 clusters Score -973550.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -973754.062500 Penalty: 4649.119141
	Iteration 13Q: 3 clusters Score -973754.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -973935.437500 Penalty: 4649.119141
	Iteration 14Q: 3 clusters Score -973935.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -974121.250000 Penalty: 4649.119141
	Iteration 15Q: 3 clusters Score -974121.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -974289.187500 Penalty: 4649.119141
	Iteration 16Q: 3 clusters Score -974289.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -974433.062500 Penalty: 4649.119141
	Iteration 17Q: 3 clusters Score -974433.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -974546.937500 Penalty: 4649.119141
	Iteration 18Q: 3 clusters Score -974546.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -974644.562500 Penalty: 4649.119141
	Iteration 19Q: 3 clusters Score -974644.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -974726.062500 Penalty: 4649.119141
	Iteration 20F: 3 clusters Score -974726.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -974773.437500 Penalty: 4649.119141
	Iteration 21Q: 3 clusters Score -974773.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -974804.250000 Penalty: 4649.119141
	Iteration 22Q: 3 clusters Score -974804.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -974836.437500 Penalty: 4649.119141
	Iteration 23Q: 3 clusters Score -974836.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -974871.250000 Penalty: 4649.119141
	Iteration 24Q: 3 clusters Score -974871.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -974904.187500 Penalty: 4649.119141
	Iteration 25Q: 3 clusters Score -974904.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -974934.500000 Penalty: 4649.119141
	Iteration 26Q: 3 clusters Score -974934.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -974963.750000 Penalty: 4649.119141
	Iteration 27Q: 3 clusters Score -974963.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -974988.625000 Penalty: 4649.119141
	Iteration 28Q: 3 clusters Score -974988.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -975003.687500 Penalty: 4649.119141
	Iteration 29Q: 3 clusters Score -975003.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -975021.250000 Penalty: 4649.119141
	Iteration 30Q: 3 clusters Score -975021.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -975036.625000 Penalty: 4649.119141
	Iteration 31Q: 3 clusters Score -975036.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -975053.312500 Penalty: 4649.119141
	Iteration 32Q: 3 clusters Score -975053.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -975076.312500 Penalty: 4649.119141
	Iteration 33Q: 3 clusters Score -975076.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -975097.500000 Penalty: 4649.119141
	Iteration 34Q: 3 clusters Score -975097.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -975116.125000 Penalty: 4649.119141
	Iteration 35Q: 3 clusters Score -975116.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -975130.500000 Penalty: 4649.119141
	Iteration 36Q: 3 clusters Score -975130.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -975140.562500 Penalty: 4649.119141
	Iteration 37Q: 3 clusters Score -975140.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -975151.625000 Penalty: 4649.119141
	Iteration 38Q: 3 clusters Score -975151.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -975158.000000 Penalty: 4649.119141
	Iteration 39Q: 3 clusters Score -975158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -975164.437500 Penalty: 4649.119141
	Iteration 40F: 3 clusters Score -975164.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -975172.187500 Penalty: 4649.119141
	Iteration 41Q: 3 clusters Score -975172.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -975177.312500 Penalty: 4649.119141
	Iteration 42Q: 3 clusters Score -975177.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -975184.625000 Penalty: 4649.119141
	Iteration 43Q: 3 clusters Score -975184.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -975189.812500 Penalty: 4649.119141
	Iteration 44Q: 3 clusters Score -975189.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -975194.937500 Penalty: 4649.119141
	Iteration 45Q: 3 clusters Score -975194.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -975204.312500 Penalty: 4649.119141
	Iteration 46Q: 3 clusters Score -975204.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -975209.625000 Penalty: 4649.119141
	Iteration 47Q: 3 clusters Score -975209.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -975218.312500 Penalty: 4649.119141
	Iteration 48Q: 3 clusters Score -975218.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -975225.125000 Penalty: 4649.119141
	Iteration 49Q: 3 clusters Score -975225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -975229.187500 Penalty: 4649.119141
	Iteration 50Q: 3 clusters Score -975229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -975231.000000 Penalty: 4649.119141
	Iteration 51Q: 3 clusters Score -975231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -975234.312500 Penalty: 4649.119141
	Iteration 52Q: 3 clusters Score -975234.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -975238.125000 Penalty: 4649.119141
	Iteration 53Q: 3 clusters Score -975238.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -975245.187500 Penalty: 4649.119141
	Iteration 54Q: 3 clusters Score -975245.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -975246.187500 Penalty: 4649.119141
	Iteration 55Q: 3 clusters Score -975246.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -975249.937500 Penalty: 4649.119141
	Iteration 56Q: 3 clusters Score -975249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -975253.875000 Penalty: 4649.119141
	Iteration 57Q: 3 clusters Score -975253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -975254.187500 Penalty: 4649.119141
	Iteration 58Q: 3 clusters Score -975254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -975256.062500 Penalty: 4649.119141
	Iteration 59Q: 3 clusters Score -975256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -975258.937500 Penalty: 4649.119141
	Iteration 60F: 3 clusters Score -975258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -975260.000000 Penalty: 4649.119141
	Iteration 61Q: 3 clusters Score -975260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -975260.500000 Penalty: 4649.119141
	Iteration 62Q: 3 clusters Score -975260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -975259.500000 Penalty: 4649.119141
	Iteration 63Q: 3 clusters Score -975259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -975262.125000 Penalty: 4649.119141
	Iteration 64Q: 3 clusters Score -975262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -975261.937500 Penalty: 4649.119141
	Iteration 65Q: 3 clusters Score -975261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -975264.562500 Penalty: 4649.119141
	Iteration 66Q: 3 clusters Score -975264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -975265.875000 Penalty: 4649.119141
	Iteration 67Q: 3 clusters Score -975265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -975268.187500 Penalty: 4649.119141
	Iteration 68Q: 3 clusters Score -975268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -975271.000000 Penalty: 4649.119141
	Iteration 69Q: 3 clusters Score -975271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -975274.625000 Penalty: 4649.119141
	Iteration 70Q: 3 clusters Score -975274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -975274.750000 Penalty: 4649.119141
	Iteration 71Q: 3 clusters Score -975274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -975277.125000 Penalty: 4649.119141
	Iteration 72Q: 3 clusters Score -975277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -975277.500000 Penalty: 4649.119141
	Iteration 73Q: 3 clusters Score -975277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -975278.187500 Penalty: 4649.119141
	Iteration 74Q: 3 clusters Score -975278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -975278.187500 Penalty: 4649.119141
	Iteration 75F: 3 clusters Score -975278.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -287513.312500 Penalty: 2030.519165
	Iteration 0F: 2 clusters Score -287513.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -283875.406250 Penalty: 4061.038330
	Iteration 0F: 3 clusters Score -283875.4 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -284703.031250 Penalty: 4061.038330
	Iteration 1F: 3 clusters Score -284703 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -284918.656250 Penalty: 4061.038330
	Iteration 2F: 3 clusters Score -284918.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -285075.281250 Penalty: 4061.038330
	Iteration 3F: 3 clusters Score -285075.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -285178.375000 Penalty: 4061.038330
	Iteration 4Q: 3 clusters Score -285178.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -285247.937500 Penalty: 4061.038330
	Iteration 5Q: 3 clusters Score -285247.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -285301.968750 Penalty: 4061.038330
	Iteration 6Q: 3 clusters Score -285302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -285344.062500 Penalty: 4061.038330
	Iteration 7Q: 3 clusters Score -285344.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -285380.968750 Penalty: 4061.038330
	Iteration 8Q: 3 clusters Score -285381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -285411.250000 Penalty: 4061.038330
	Iteration 9Q: 3 clusters Score -285411.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -285435.562500 Penalty: 4061.038330
	Iteration 10Q: 3 clusters Score -285435.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -285450.437500 Penalty: 4061.038330
	Iteration 11Q: 3 clusters Score -285450.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -285467.406250 Penalty: 4061.038330
	Iteration 12Q: 3 clusters Score -285467.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -285483.406250 Penalty: 4061.038330
	Iteration 13Q: 3 clusters Score -285483.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -285498.343750 Penalty: 4061.038330
	Iteration 14Q: 3 clusters Score -285498.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -285513.000000 Penalty: 4061.038330
	Iteration 15Q: 3 clusters Score -285513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -285531.593750 Penalty: 4061.038330
	Iteration 16Q: 3 clusters Score -285531.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -285548.968750 Penalty: 4061.038330
	Iteration 17Q: 3 clusters Score -285549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -285572.937500 Penalty: 4061.038330
	Iteration 18Q: 3 clusters Score -285572.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -285599.531250 Penalty: 4061.038330
	Iteration 19Q: 3 clusters Score -285599.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -285626.343750 Penalty: 4061.038330
	Iteration 20F: 3 clusters Score -285626.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -285649.062500 Penalty: 4061.038330
	Iteration 21Q: 3 clusters Score -285649.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -285665.437500 Penalty: 4061.038330
	Iteration 22Q: 3 clusters Score -285665.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -285678.406250 Penalty: 4061.038330
	Iteration 23Q: 3 clusters Score -285678.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -285688.500000 Penalty: 4061.038330
	Iteration 24Q: 3 clusters Score -285688.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -285695.968750 Penalty: 4061.038330
	Iteration 25Q: 3 clusters Score -285696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -285705.093750 Penalty: 4061.038330
	Iteration 26Q: 3 clusters Score -285705.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -285710.343750 Penalty: 4061.038330
	Iteration 27Q: 3 clusters Score -285710.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -285716.156250 Penalty: 4061.038330
	Iteration 28Q: 3 clusters Score -285716.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -285722.187500 Penalty: 4061.038330
	Iteration 29Q: 3 clusters Score -285722.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -285728.593750 Penalty: 4061.038330
	Iteration 30Q: 3 clusters Score -285728.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -285732.718750 Penalty: 4061.038330
	Iteration 31Q: 3 clusters Score -285732.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -285736.812500 Penalty: 4061.038330
	Iteration 32Q: 3 clusters Score -285736.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -285742.718750 Penalty: 4061.038330
	Iteration 33Q: 3 clusters Score -285742.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -285747.187500 Penalty: 4061.038330
	Iteration 34Q: 3 clusters Score -285747.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -285751.812500 Penalty: 4061.038330
	Iteration 35Q: 3 clusters Score -285751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -285758.031250 Penalty: 4061.038330
	Iteration 36Q: 3 clusters Score -285758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -285762.687500 Penalty: 4061.038330
	Iteration 37Q: 3 clusters Score -285762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -285767.187500 Penalty: 4061.038330
	Iteration 38Q: 3 clusters Score -285767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -285770.218750 Penalty: 4061.038330
	Iteration 39Q: 3 clusters Score -285770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -285774.437500 Penalty: 4061.038330
	Iteration 40F: 3 clusters Score -285774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -285775.000000 Penalty: 4061.038330
	Iteration 41Q: 3 clusters Score -285775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -285776.281250 Penalty: 4061.038330
	Iteration 42Q: 3 clusters Score -285776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -285776.781250 Penalty: 4061.038330
	Iteration 43Q: 3 clusters Score -285776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -285777.437500 Penalty: 4061.038330
	Iteration 44Q: 3 clusters Score -285777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -285779.312500 Penalty: 4061.038330
	Iteration 45Q: 3 clusters Score -285779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -285780.906250 Penalty: 4061.038330
	Iteration 46Q: 3 clusters Score -285780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -285781.500000 Penalty: 4061.038330
	Iteration 47Q: 3 clusters Score -285781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -285781.781250 Penalty: 4061.038330
	Iteration 48Q: 3 clusters Score -285781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -285782.281250 Penalty: 4061.038330
	Iteration 49Q: 3 clusters Score -285782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -285782.750000 Penalty: 4061.038330
	Iteration 50Q: 3 clusters Score -285782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -285782.750000 Penalty: 4061.038330
	Iteration 51F: 3 clusters Score -285782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Entering Unmasked Estep 
Score: -2040206.500000 Penalty: 2499.226318
	Iteration 0F: 2 clusters Score -2040206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2023692.625000 Penalty: 4998.452637
	Iteration 0F: 3 clusters Score -2023693 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2029748.125000 Penalty: 4998.452637
	Iteration 1F: 3 clusters Score -2029748 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2030525.250000 Penalty: 4998.452637
	Iteration 2F: 3 clusters Score -2030525 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2031454.875000 Penalty: 4998.452637
	Iteration 3F: 3 clusters Score -2031455 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2032478.875000 Penalty: 4998.452637
	Iteration 4F: 3 clusters Score -2032479 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2033554.875000 Penalty: 4998.452637
	Iteration 5F: 3 clusters Score -2033555 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2034554.625000 Penalty: 4998.452637
	Iteration 6F: 3 clusters Score -2034555 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2035438.375000 Penalty: 4998.452637
	Iteration 7F: 3 clusters Score -2035438 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2036298.375000 Penalty: 4998.452637
	Iteration 8Q: 3 clusters Score -2036298 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2036911.250000 Penalty: 4998.452637
	Iteration 9Q: 3 clusters Score -2036911 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2037375.250000 Penalty: 4998.452637
	Iteration 10Q: 3 clusters Score -2037375 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2037744.875000 Penalty: 4998.452637
	Iteration 11Q: 3 clusters Score -2037745 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2037979.125000 Penalty: 4998.452637
	Iteration 12Q: 3 clusters Score -2037979 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2038120.750000 Penalty: 4998.452637
	Iteration 13Q: 3 clusters Score -2038121 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2038222.250000 Penalty: 4998.452637
	Iteration 14Q: 3 clusters Score -2038222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2038288.250000 Penalty: 4998.452637
	Iteration 15Q: 3 clusters Score -2038288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2038335.375000 Penalty: 4998.452637
	Iteration 16Q: 3 clusters Score -2038335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2038379.000000 Penalty: 4998.452637
	Iteration 17Q: 3 clusters Score -2038379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2038407.750000 Penalty: 4998.452637
	Iteration 18Q: 3 clusters Score -2038408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2038426.000000 Penalty: 4998.452637
	Iteration 19Q: 3 clusters Score -2038426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2038443.375000 Penalty: 4998.452637
	Iteration 20F: 3 clusters Score -2038443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2038461.875000 Penalty: 4998.452637
	Iteration 21Q: 3 clusters Score -2038462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2038472.000000 Penalty: 4998.452637
	Iteration 22Q: 3 clusters Score -2038472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2038479.250000 Penalty: 4998.452637
	Iteration 23Q: 3 clusters Score -2038479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2038484.125000 Penalty: 4998.452637
	Iteration 24Q: 3 clusters Score -2038484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2038497.250000 Penalty: 4998.452637
	Iteration 25Q: 3 clusters Score -2038497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2038511.000000 Penalty: 4998.452637
	Iteration 26Q: 3 clusters Score -2038511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2038518.125000 Penalty: 4998.452637
	Iteration 27Q: 3 clusters Score -2038518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2038521.250000 Penalty: 4998.452637
	Iteration 28Q: 3 clusters Score -2038521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2038523.500000 Penalty: 4998.452637
	Iteration 29Q: 3 clusters Score -2038524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2038527.250000 Penalty: 4998.452637
	Iteration 30Q: 3 clusters Score -2038527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2038531.125000 Penalty: 4998.452637
	Iteration 31Q: 3 clusters Score -2038531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2038531.875000 Penalty: 4998.452637
	Iteration 32Q: 3 clusters Score -2038532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2038536.250000 Penalty: 4998.452637
	Iteration 33Q: 3 clusters Score -2038536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2038538.125000 Penalty: 4998.452637
	Iteration 34Q: 3 clusters Score -2038538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2038540.500000 Penalty: 4998.452637
	Iteration 35Q: 3 clusters Score -2038540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2038539.125000 Penalty: 4998.452637
	Iteration 36Q: 3 clusters Score -2038539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2038538.125000 Penalty: 4998.452637
	Iteration 37Q: 3 clusters Score -2038538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2038537.625000 Penalty: 4998.452637
	Iteration 38Q: 3 clusters Score -2038538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2038537.250000 Penalty: 4998.452637
	Iteration 39Q: 3 clusters Score -2038537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2038541.250000 Penalty: 4998.452637
	Iteration 40F: 3 clusters Score -2038541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2038546.250000 Penalty: 4998.452637
	Iteration 41Q: 3 clusters Score -2038546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2038546.500000 Penalty: 4998.452637
	Iteration 42Q: 3 clusters Score -2038546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2038547.875000 Penalty: 4998.452637
	Iteration 43Q: 3 clusters Score -2038548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2038549.000000 Penalty: 4998.452637
	Iteration 44Q: 3 clusters Score -2038549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2038548.750000 Penalty: 4998.452637
	Iteration 45Q: 3 clusters Score -2038549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2038548.750000 Penalty: 4998.452637
	Iteration 46F: 3 clusters Score -2038549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Entering Unmasked Estep 
Score: -758772.437500 Penalty: 2250.594727
	Iteration 0F: 2 clusters Score -758772.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -751868.312500 Penalty: 4501.189453
	Iteration 0F: 3 clusters Score -751868.3 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -753814.375000 Penalty: 4501.189453
	Iteration 1F: 3 clusters Score -753814.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -754063.062500 Penalty: 4501.189453
	Iteration 2F: 3 clusters Score -754063.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -754228.750000 Penalty: 4501.189453
	Iteration 3Q: 3 clusters Score -754228.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -754353.437500 Penalty: 4501.189453
	Iteration 4Q: 3 clusters Score -754353.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -754442.250000 Penalty: 4501.189453
	Iteration 5Q: 3 clusters Score -754442.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -754505.875000 Penalty: 4501.189453
	Iteration 6Q: 3 clusters Score -754505.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -754556.437500 Penalty: 4501.189453
	Iteration 7Q: 3 clusters Score -754556.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -754600.500000 Penalty: 4501.189453
	Iteration 8Q: 3 clusters Score -754600.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -754647.875000 Penalty: 4501.189453
	Iteration 9Q: 3 clusters Score -754647.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -754700.500000 Penalty: 4501.189453
	Iteration 10Q: 3 clusters Score -754700.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -754753.000000 Penalty: 4501.189453
	Iteration 11Q: 3 clusters Score -754753 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -754813.875000 Penalty: 4501.189453
	Iteration 12Q: 3 clusters Score -754813.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -754889.937500 Penalty: 4501.189453
	Iteration 13Q: 3 clusters Score -754889.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -754956.375000 Penalty: 4501.189453
	Iteration 14Q: 3 clusters Score -754956.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -755037.875000 Penalty: 4501.189453
	Iteration 15Q: 3 clusters Score -755037.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -755116.437500 Penalty: 4501.189453
	Iteration 16Q: 3 clusters Score -755116.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -755184.625000 Penalty: 4501.189453
	Iteration 17Q: 3 clusters Score -755184.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -755258.875000 Penalty: 4501.189453
	Iteration 18Q: 3 clusters Score -755258.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -755343.625000 Penalty: 4501.189453
	Iteration 19Q: 3 clusters Score -755343.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -755413.812500 Penalty: 4501.189453
	Iteration 20F: 3 clusters Score -755413.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -755486.062500 Penalty: 4501.189453
	Iteration 21Q: 3 clusters Score -755486.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -755557.812500 Penalty: 4501.189453
	Iteration 22Q: 3 clusters Score -755557.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -755626.687500 Penalty: 4501.189453
	Iteration 23Q: 3 clusters Score -755626.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -755687.375000 Penalty: 4501.189453
	Iteration 24Q: 3 clusters Score -755687.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -755752.250000 Penalty: 4501.189453
	Iteration 25Q: 3 clusters Score -755752.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -755823.812500 Penalty: 4501.189453
	Iteration 26Q: 3 clusters Score -755823.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -755903.750000 Penalty: 4501.189453
	Iteration 27Q: 3 clusters Score -755903.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -755986.812500 Penalty: 4501.189453
	Iteration 28Q: 3 clusters Score -755986.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -756065.437500 Penalty: 4501.189453
	Iteration 29Q: 3 clusters Score -756065.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -756141.875000 Penalty: 4501.189453
	Iteration 30Q: 3 clusters Score -756141.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -756215.812500 Penalty: 4501.189453
	Iteration 31Q: 3 clusters Score -756215.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -756286.750000 Penalty: 4501.189453
	Iteration 32Q: 3 clusters Score -756286.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -756342.375000 Penalty: 4501.189453
	Iteration 33Q: 3 clusters Score -756342.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -756391.125000 Penalty: 4501.189453
	Iteration 34Q: 3 clusters Score -756391.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -756434.937500 Penalty: 4501.189453
	Iteration 35Q: 3 clusters Score -756434.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -756476.687500 Penalty: 4501.189453
	Iteration 36Q: 3 clusters Score -756476.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -756527.875000 Penalty: 4501.189453
	Iteration 37Q: 3 clusters Score -756527.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -756576.375000 Penalty: 4501.189453
	Iteration 38Q: 3 clusters Score -756576.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -756604.750000 Penalty: 4501.189453
	Iteration 39Q: 3 clusters Score -756604.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -756628.937500 Penalty: 4501.189453
	Iteration 40F: 3 clusters Score -756628.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -756647.250000 Penalty: 4501.189453
	Iteration 41Q: 3 clusters Score -756647.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -756657.812500 Penalty: 4501.189453
	Iteration 42Q: 3 clusters Score -756657.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -756670.625000 Penalty: 4501.189453
	Iteration 43Q: 3 clusters Score -756670.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -756678.187500 Penalty: 4501.189453
	Iteration 44Q: 3 clusters Score -756678.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -756684.687500 Penalty: 4501.189453
	Iteration 45Q: 3 clusters Score -756684.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -756691.187500 Penalty: 4501.189453
	Iteration 46Q: 3 clusters Score -756691.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -756695.875000 Penalty: 4501.189453
	Iteration 47Q: 3 clusters Score -756695.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -756701.875000 Penalty: 4501.189453
	Iteration 48Q: 3 clusters Score -756701.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -756707.312500 Penalty: 4501.189453
	Iteration 49Q: 3 clusters Score -756707.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -756712.062500 Penalty: 4501.189453
	Iteration 50Q: 3 clusters Score -756712.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -756714.937500 Penalty: 4501.189453
	Iteration 51Q: 3 clusters Score -756714.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -756721.812500 Penalty: 4501.189453
	Iteration 52Q: 3 clusters Score -756721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -756731.000000 Penalty: 4501.189453
	Iteration 53Q: 3 clusters Score -756731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -756732.187500 Penalty: 4501.189453
	Iteration 54Q: 3 clusters Score -756732.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -756735.437500 Penalty: 4501.189453
	Iteration 55Q: 3 clusters Score -756735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -756739.687500 Penalty: 4501.189453
	Iteration 56Q: 3 clusters Score -756739.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -756743.500000 Penalty: 4501.189453
	Iteration 57Q: 3 clusters Score -756743.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -756743.312500 Penalty: 4501.189453
	Iteration 58Q: 3 clusters Score -756743.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -756748.000000 Penalty: 4501.189453
	Iteration 59Q: 3 clusters Score -756748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -756754.437500 Penalty: 4501.189453
	Iteration 60F: 3 clusters Score -756754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -756757.750000 Penalty: 4501.189453
	Iteration 61Q: 3 clusters Score -756757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -756764.000000 Penalty: 4501.189453
	Iteration 62Q: 3 clusters Score -756764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -756764.437500 Penalty: 4501.189453
	Iteration 63Q: 3 clusters Score -756764.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -756770.687500 Penalty: 4501.189453
	Iteration 64Q: 3 clusters Score -756770.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -756773.625000 Penalty: 4501.189453
	Iteration 65Q: 3 clusters Score -756773.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -756783.062500 Penalty: 4501.189453
	Iteration 66Q: 3 clusters Score -756783.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -756787.000000 Penalty: 4501.189453
	Iteration 67Q: 3 clusters Score -756787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -756790.187500 Penalty: 4501.189453
	Iteration 68Q: 3 clusters Score -756790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -756792.000000 Penalty: 4501.189453
	Iteration 69Q: 3 clusters Score -756792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -756794.687500 Penalty: 4501.189453
	Iteration 70Q: 3 clusters Score -756794.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -756798.375000 Penalty: 4501.189453
	Iteration 71Q: 3 clusters Score -756798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -756799.062500 Penalty: 4501.189453
	Iteration 72Q: 3 clusters Score -756799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -756801.875000 Penalty: 4501.189453
	Iteration 73Q: 3 clusters Score -756801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -756802.375000 Penalty: 4501.189453
	Iteration 74Q: 3 clusters Score -756802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -756802.375000 Penalty: 4501.189453
	Iteration 75F: 3 clusters Score -756802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Entering Unmasked Estep 
Score: -2167116.500000 Penalty: 2513.508545
	Iteration 0F: 2 clusters Score -2167116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2149660.750000 Penalty: 5027.017090
	Iteration 0F: 3 clusters Score -2149661 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2155761.500000 Penalty: 5027.017090
	Iteration 1F: 3 clusters Score -2155762 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2156155.000000 Penalty: 5027.017090
	Iteration 2Q: 3 clusters Score -2156155 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2156462.750000 Penalty: 5027.017090
	Iteration 3Q: 3 clusters Score -2156463 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2156716.000000 Penalty: 5027.017090
	Iteration 4Q: 3 clusters Score -2156716 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2157028.000000 Penalty: 5027.017090
	Iteration 5Q: 3 clusters Score -2157028 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2157362.250000 Penalty: 5027.017090
	Iteration 6Q: 3 clusters Score -2157362 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2157764.000000 Penalty: 5027.017090
	Iteration 7Q: 3 clusters Score -2157764 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2158266.750000 Penalty: 5027.017090
	Iteration 8Q: 3 clusters Score -2158267 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2158944.250000 Penalty: 5027.017090
	Iteration 9Q: 3 clusters Score -2158944 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2159787.000000 Penalty: 5027.017090
	Iteration 10F: 3 clusters Score -2159787 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2160812.500000 Penalty: 5027.017090
	Iteration 11F: 3 clusters Score -2160812 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2161916.750000 Penalty: 5027.017090
	Iteration 12F: 3 clusters Score -2161917 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2162941.000000 Penalty: 5027.017090
	Iteration 13Q: 3 clusters Score -2162941 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2163737.250000 Penalty: 5027.017090
	Iteration 14Q: 3 clusters Score -2163737 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2164253.250000 Penalty: 5027.017090
	Iteration 15Q: 3 clusters Score -2164253 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2164544.000000 Penalty: 5027.017090
	Iteration 16Q: 3 clusters Score -2164544 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2164687.250000 Penalty: 5027.017090
	Iteration 17Q: 3 clusters Score -2164687 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2164789.250000 Penalty: 5027.017090
	Iteration 18Q: 3 clusters Score -2164789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2164837.500000 Penalty: 5027.017090
	Iteration 19Q: 3 clusters Score -2164838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2164865.750000 Penalty: 5027.017090
	Iteration 20F: 3 clusters Score -2164866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -2164879.500000 Penalty: 5027.017090
	Iteration 21Q: 3 clusters Score -2164880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2164887.250000 Penalty: 5027.017090
	Iteration 22Q: 3 clusters Score -2164887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -2164892.750000 Penalty: 5027.017090
	Iteration 23Q: 3 clusters Score -2164893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -2164899.750000 Penalty: 5027.017090
	Iteration 24Q: 3 clusters Score -2164900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -2164900.250000 Penalty: 5027.017090
	Iteration 25Q: 3 clusters Score -2164900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -2164901.750000 Penalty: 5027.017090
	Iteration 26Q: 3 clusters Score -2164902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2164906.250000 Penalty: 5027.017090
	Iteration 27Q: 3 clusters Score -2164906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2164910.250000 Penalty: 5027.017090
	Iteration 28Q: 3 clusters Score -2164910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -2164913.250000 Penalty: 5027.017090
	Iteration 29Q: 3 clusters Score -2164913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2164915.750000 Penalty: 5027.017090
	Iteration 30Q: 3 clusters Score -2164916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -2164919.500000 Penalty: 5027.017090
	Iteration 31Q: 3 clusters Score -2164920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -2164924.750000 Penalty: 5027.017090
	Iteration 32Q: 3 clusters Score -2164925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2164925.000000 Penalty: 5027.017090
	Iteration 33Q: 3 clusters Score -2164925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2164926.500000 Penalty: 5027.017090
	Iteration 34Q: 3 clusters Score -2164926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2164925.750000 Penalty: 5027.017090
	Iteration 35Q: 3 clusters Score -2164926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2164929.250000 Penalty: 5027.017090
	Iteration 36Q: 3 clusters Score -2164929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -2164931.750000 Penalty: 5027.017090
	Iteration 37Q: 3 clusters Score -2164932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2164936.000000 Penalty: 5027.017090
	Iteration 38Q: 3 clusters Score -2164936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -2164944.000000 Penalty: 5027.017090
	Iteration 39Q: 3 clusters Score -2164944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2164947.000000 Penalty: 5027.017090
	Iteration 40F: 3 clusters Score -2164947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2164948.750000 Penalty: 5027.017090
	Iteration 41Q: 3 clusters Score -2164949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2164949.000000 Penalty: 5027.017090
	Iteration 42Q: 3 clusters Score -2164949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2164949.000000 Penalty: 5027.017090
	Iteration 43F: 3 clusters Score -2164949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Entering Unmasked Estep 
Score: -1947272.625000 Penalty: 2485.341064
	Iteration 0F: 2 clusters Score -1947273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1931410.625000 Penalty: 4970.682129
	Iteration 0F: 3 clusters Score -1931411 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1936780.625000 Penalty: 4970.682129
	Iteration 1F: 3 clusters Score -1936781 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1937160.625000 Penalty: 4970.682129
	Iteration 2F: 3 clusters Score -1937161 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1937453.875000 Penalty: 4970.682129
	Iteration 3Q: 3 clusters Score -1937454 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1937708.875000 Penalty: 4970.682129
	Iteration 4Q: 3 clusters Score -1937709 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1937951.625000 Penalty: 4970.682129
	Iteration 5Q: 3 clusters Score -1937952 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1938149.375000 Penalty: 4970.682129
	Iteration 6Q: 3 clusters Score -1938149 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1938359.250000 Penalty: 4970.682129
	Iteration 7Q: 3 clusters Score -1938359 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1938584.000000 Penalty: 4970.682129
	Iteration 8Q: 3 clusters Score -1938584 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1938831.500000 Penalty: 4970.682129
	Iteration 9Q: 3 clusters Score -1938832 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1939096.125000 Penalty: 4970.682129
	Iteration 10Q: 3 clusters Score -1939096 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1939402.625000 Penalty: 4970.682129
	Iteration 11Q: 3 clusters Score -1939403 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1939736.750000 Penalty: 4970.682129
	Iteration 12Q: 3 clusters Score -1939737 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1940118.250000 Penalty: 4970.682129
	Iteration 13Q: 3 clusters Score -1940118 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1940503.500000 Penalty: 4970.682129
	Iteration 14Q: 3 clusters Score -1940504 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1940929.500000 Penalty: 4970.682129
	Iteration 15Q: 3 clusters Score -1940930 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1941387.500000 Penalty: 4970.682129
	Iteration 16Q: 3 clusters Score -1941388 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1941766.000000 Penalty: 4970.682129
	Iteration 17Q: 3 clusters Score -1941766 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1942100.375000 Penalty: 4970.682129
	Iteration 18Q: 3 clusters Score -1942100 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1942301.375000 Penalty: 4970.682129
	Iteration 19Q: 3 clusters Score -1942301 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1942437.750000 Penalty: 4970.682129
	Iteration 20F: 3 clusters Score -1942438 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1942518.625000 Penalty: 4970.682129
	Iteration 21Q: 3 clusters Score -1942519 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1942589.250000 Penalty: 4970.682129
	Iteration 22Q: 3 clusters Score -1942589 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1942653.750000 Penalty: 4970.682129
	Iteration 23Q: 3 clusters Score -1942654 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1942698.375000 Penalty: 4970.682129
	Iteration 24Q: 3 clusters Score -1942698 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1942735.250000 Penalty: 4970.682129
	Iteration 25Q: 3 clusters Score -1942735 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1942767.625000 Penalty: 4970.682129
	Iteration 26Q: 3 clusters Score -1942768 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1942799.250000 Penalty: 4970.682129
	Iteration 27Q: 3 clusters Score -1942799 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1942821.625000 Penalty: 4970.682129
	Iteration 28Q: 3 clusters Score -1942822 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1942858.375000 Penalty: 4970.682129
	Iteration 29Q: 3 clusters Score -1942858 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1942881.500000 Penalty: 4970.682129
	Iteration 30Q: 3 clusters Score -1942882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1942910.250000 Penalty: 4970.682129
	Iteration 31Q: 3 clusters Score -1942910 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1942931.375000 Penalty: 4970.682129
	Iteration 32Q: 3 clusters Score -1942931 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1942953.250000 Penalty: 4970.682129
	Iteration 33Q: 3 clusters Score -1942953 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1942989.500000 Penalty: 4970.682129
	Iteration 34Q: 3 clusters Score -1942990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1943019.000000 Penalty: 4970.682129
	Iteration 35Q: 3 clusters Score -1943019 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1943057.000000 Penalty: 4970.682129
	Iteration 36Q: 3 clusters Score -1943057 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1943103.000000 Penalty: 4970.682129
	Iteration 37Q: 3 clusters Score -1943103 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1943147.375000 Penalty: 4970.682129
	Iteration 38Q: 3 clusters Score -1943147 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1943191.500000 Penalty: 4970.682129
	Iteration 39Q: 3 clusters Score -1943192 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1943242.500000 Penalty: 4970.682129
	Iteration 40F: 3 clusters Score -1943242 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1943297.875000 Penalty: 4970.682129
	Iteration 41Q: 3 clusters Score -1943298 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1943374.000000 Penalty: 4970.682129
	Iteration 42Q: 3 clusters Score -1943374 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1943468.000000 Penalty: 4970.682129
	Iteration 43Q: 3 clusters Score -1943468 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1943561.375000 Penalty: 4970.682129
	Iteration 44Q: 3 clusters Score -1943561 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1943675.875000 Penalty: 4970.682129
	Iteration 45Q: 3 clusters Score -1943676 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1943832.875000 Penalty: 4970.682129
	Iteration 46Q: 3 clusters Score -1943833 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1944038.500000 Penalty: 4970.682129
	Iteration 47Q: 3 clusters Score -1944038 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1944253.750000 Penalty: 4970.682129
	Iteration 48Q: 3 clusters Score -1944254 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1944524.625000 Penalty: 4970.682129
	Iteration 49Q: 3 clusters Score -1944525 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1944845.750000 Penalty: 4970.682129
	Iteration 50Q: 3 clusters Score -1944846 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1945151.750000 Penalty: 4970.682129
	Iteration 51Q: 3 clusters Score -1945152 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1945442.375000 Penalty: 4970.682129
	Iteration 52Q: 3 clusters Score -1945442 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1945668.125000 Penalty: 4970.682129
	Iteration 53Q: 3 clusters Score -1945668 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1945831.625000 Penalty: 4970.682129
	Iteration 54Q: 3 clusters Score -1945832 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1945921.375000 Penalty: 4970.682129
	Iteration 55Q: 3 clusters Score -1945921 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1945965.375000 Penalty: 4970.682129
	Iteration 56Q: 3 clusters Score -1945965 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1945991.000000 Penalty: 4970.682129
	Iteration 57Q: 3 clusters Score -1945991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1946004.250000 Penalty: 4970.682129
	Iteration 58Q: 3 clusters Score -1946004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1946018.625000 Penalty: 4970.682129
	Iteration 59Q: 3 clusters Score -1946019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1946027.750000 Penalty: 4970.682129
	Iteration 60F: 3 clusters Score -1946028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1946032.375000 Penalty: 4970.682129
	Iteration 61Q: 3 clusters Score -1946032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1946041.875000 Penalty: 4970.682129
	Iteration 62Q: 3 clusters Score -1946042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1946045.375000 Penalty: 4970.682129
	Iteration 63Q: 3 clusters Score -1946045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1946049.875000 Penalty: 4970.682129
	Iteration 64Q: 3 clusters Score -1946050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1946051.000000 Penalty: 4970.682129
	Iteration 65Q: 3 clusters Score -1946051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1946052.875000 Penalty: 4970.682129
	Iteration 66Q: 3 clusters Score -1946053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1946059.125000 Penalty: 4970.682129
	Iteration 67Q: 3 clusters Score -1946059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1946062.125000 Penalty: 4970.682129
	Iteration 68Q: 3 clusters Score -1946062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1946062.500000 Penalty: 4970.682129
	Iteration 69Q: 3 clusters Score -1946062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1946062.125000 Penalty: 4970.682129
	Iteration 70Q: 3 clusters Score -1946062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1946069.750000 Penalty: 4970.682129
	Iteration 71Q: 3 clusters Score -1946070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1946070.500000 Penalty: 4970.682129
	Iteration 72Q: 3 clusters Score -1946070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1946069.500000 Penalty: 4970.682129
	Iteration 73Q: 3 clusters Score -1946070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1946073.750000 Penalty: 4970.682129
	Iteration 74Q: 3 clusters Score -1946074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1946073.250000 Penalty: 4970.682129
	Iteration 75Q: 3 clusters Score -1946073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1946076.375000 Penalty: 4970.682129
	Iteration 76Q: 3 clusters Score -1946076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1946074.375000 Penalty: 4970.682129
	Iteration 77Q: 3 clusters Score -1946074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1946072.875000 Penalty: 4970.682129
	Iteration 78Q: 3 clusters Score -1946073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1946075.625000 Penalty: 4970.682129
	Iteration 79Q: 3 clusters Score -1946076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1946074.000000 Penalty: 4970.682129
	Iteration 80F: 3 clusters Score -1946074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1946074.500000 Penalty: 4970.682129
	Iteration 81Q: 3 clusters Score -1946074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1946076.750000 Penalty: 4970.682129
	Iteration 82Q: 3 clusters Score -1946077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1946082.250000 Penalty: 4970.682129
	Iteration 83Q: 3 clusters Score -1946082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1946080.625000 Penalty: 4970.682129
	Iteration 84Q: 3 clusters Score -1946081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1946082.250000 Penalty: 4970.682129
	Iteration 85Q: 3 clusters Score -1946082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1946084.750000 Penalty: 4970.682129
	Iteration 86Q: 3 clusters Score -1946085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1946085.125000 Penalty: 4970.682129
	Iteration 87Q: 3 clusters Score -1946085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1946082.000000 Penalty: 4970.682129
	Iteration 88Q: 3 clusters Score -1946082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1946079.625000 Penalty: 4970.682129
	Iteration 89Q: 3 clusters Score -1946080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1946082.625000 Penalty: 4970.682129
	Iteration 90Q: 3 clusters Score -1946083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1946081.375000 Penalty: 4970.682129
	Iteration 91Q: 3 clusters Score -1946081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1946081.875000 Penalty: 4970.682129
	Iteration 92Q: 3 clusters Score -1946082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1946082.375000 Penalty: 4970.682129
	Iteration 93Q: 3 clusters Score -1946082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1946081.750000 Penalty: 4970.682129
	Iteration 94Q: 3 clusters Score -1946082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1946084.250000 Penalty: 4970.682129
	Iteration 95Q: 3 clusters Score -1946084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1946082.625000 Penalty: 4970.682129
	Iteration 96Q: 3 clusters Score -1946083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1946081.875000 Penalty: 4970.682129
	Iteration 97Q: 3 clusters Score -1946082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1946080.500000 Penalty: 4970.682129
	Iteration 98Q: 3 clusters Score -1946080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1946079.750000 Penalty: 4970.682129
	Iteration 99Q: 3 clusters Score -1946080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1946078.875000 Penalty: 4970.682129
	Iteration 100F: 3 clusters Score -1946079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1946079.125000 Penalty: 4970.682129
	Iteration 101Q: 3 clusters Score -1946079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1946079.875000 Penalty: 4970.682129
	Iteration 102Q: 3 clusters Score -1946080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1946081.500000 Penalty: 4970.682129
	Iteration 103Q: 3 clusters Score -1946082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1946085.875000 Penalty: 4970.682129
	Iteration 104Q: 3 clusters Score -1946086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1946087.250000 Penalty: 4970.682129
	Iteration 105Q: 3 clusters Score -1946087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1946088.750000 Penalty: 4970.682129
	Iteration 106Q: 3 clusters Score -1946089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1946089.250000 Penalty: 4970.682129
	Iteration 107Q: 3 clusters Score -1946089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1946089.250000 Penalty: 4970.682129
	Iteration 108Q: 3 clusters Score -1946089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1946090.625000 Penalty: 4970.682129
	Iteration 109Q: 3 clusters Score -1946091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1946088.750000 Penalty: 4970.682129
	Iteration 110Q: 3 clusters Score -1946089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1946090.125000 Penalty: 4970.682129
	Iteration 111Q: 3 clusters Score -1946090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1946090.250000 Penalty: 4970.682129
	Iteration 112Q: 3 clusters Score -1946090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1946090.250000 Penalty: 4970.682129
	Iteration 113F: 3 clusters Score -1946090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Entering Unmasked Estep 
Score: -1397042.375000 Penalty: 2404.249756
	Iteration 0F: 2 clusters Score -1397042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1385430.000000 Penalty: 4808.499512
	Iteration 0F: 3 clusters Score -1385430 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1389384.375000 Penalty: 4808.499512
	Iteration 1F: 3 clusters Score -1389384 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1390018.875000 Penalty: 4808.499512
	Iteration 2F: 3 clusters Score -1390019 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1390730.500000 Penalty: 4808.499512
	Iteration 3F: 3 clusters Score -1390730 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1391503.875000 Penalty: 4808.499512
	Iteration 4F: 3 clusters Score -1391504 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1392354.125000 Penalty: 4808.499512
	Iteration 5F: 3 clusters Score -1392354 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1393135.250000 Penalty: 4808.499512
	Iteration 6F: 3 clusters Score -1393135 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1393764.875000 Penalty: 4808.499512
	Iteration 7Q: 3 clusters Score -1393765 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1394245.625000 Penalty: 4808.499512
	Iteration 8Q: 3 clusters Score -1394246 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1394568.250000 Penalty: 4808.499512
	Iteration 9Q: 3 clusters Score -1394568 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1394756.375000 Penalty: 4808.499512
	Iteration 10Q: 3 clusters Score -1394756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1394868.375000 Penalty: 4808.499512
	Iteration 11Q: 3 clusters Score -1394868 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1394931.500000 Penalty: 4808.499512
	Iteration 12Q: 3 clusters Score -1394932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1394963.000000 Penalty: 4808.499512
	Iteration 13Q: 3 clusters Score -1394963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1394986.875000 Penalty: 4808.499512
	Iteration 14Q: 3 clusters Score -1394987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1395000.625000 Penalty: 4808.499512
	Iteration 15Q: 3 clusters Score -1395001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1395009.250000 Penalty: 4808.499512
	Iteration 16Q: 3 clusters Score -1395009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1395020.125000 Penalty: 4808.499512
	Iteration 17Q: 3 clusters Score -1395020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1395029.125000 Penalty: 4808.499512
	Iteration 18Q: 3 clusters Score -1395029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1395037.000000 Penalty: 4808.499512
	Iteration 19Q: 3 clusters Score -1395037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1395048.375000 Penalty: 4808.499512
	Iteration 20F: 3 clusters Score -1395048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1395058.500000 Penalty: 4808.499512
	Iteration 21Q: 3 clusters Score -1395058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1395067.125000 Penalty: 4808.499512
	Iteration 22Q: 3 clusters Score -1395067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1395073.500000 Penalty: 4808.499512
	Iteration 23Q: 3 clusters Score -1395074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1395076.750000 Penalty: 4808.499512
	Iteration 24Q: 3 clusters Score -1395077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1395082.500000 Penalty: 4808.499512
	Iteration 25Q: 3 clusters Score -1395082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1395086.125000 Penalty: 4808.499512
	Iteration 26Q: 3 clusters Score -1395086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1395090.500000 Penalty: 4808.499512
	Iteration 27Q: 3 clusters Score -1395090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1395095.500000 Penalty: 4808.499512
	Iteration 28Q: 3 clusters Score -1395096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1395096.875000 Penalty: 4808.499512
	Iteration 29Q: 3 clusters Score -1395097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1395100.125000 Penalty: 4808.499512
	Iteration 30Q: 3 clusters Score -1395100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1395101.000000 Penalty: 4808.499512
	Iteration 31Q: 3 clusters Score -1395101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1395107.500000 Penalty: 4808.499512
	Iteration 32Q: 3 clusters Score -1395108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1395108.000000 Penalty: 4808.499512
	Iteration 33Q: 3 clusters Score -1395108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1395108.000000 Penalty: 4808.499512
	Iteration 34F: 3 clusters Score -1395108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Entering Unmasked Estep 
Score: -318992.750000 Penalty: 2070.906494
	Iteration 0F: 2 clusters Score -318992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -314971.250000 Penalty: 4141.812988
	Iteration 0F: 3 clusters Score -314971.2 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -315979.656250 Penalty: 4141.812988
	Iteration 1F: 3 clusters Score -315979.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -316192.625000 Penalty: 4141.812988
	Iteration 2F: 3 clusters Score -316192.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -316318.250000 Penalty: 4141.812988
	Iteration 3Q: 3 clusters Score -316318.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -316409.437500 Penalty: 4141.812988
	Iteration 4Q: 3 clusters Score -316409.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -316491.843750 Penalty: 4141.812988
	Iteration 5Q: 3 clusters Score -316491.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -316557.500000 Penalty: 4141.812988
	Iteration 6Q: 3 clusters Score -316557.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -316606.656250 Penalty: 4141.812988
	Iteration 7Q: 3 clusters Score -316606.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -316644.656250 Penalty: 4141.812988
	Iteration 8Q: 3 clusters Score -316644.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -316682.968750 Penalty: 4141.812988
	Iteration 9Q: 3 clusters Score -316683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -316718.250000 Penalty: 4141.812988
	Iteration 10Q: 3 clusters Score -316718.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -316750.343750 Penalty: 4141.812988
	Iteration 11Q: 3 clusters Score -316750.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -316781.031250 Penalty: 4141.812988
	Iteration 12Q: 3 clusters Score -316781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -316812.375000 Penalty: 4141.812988
	Iteration 13Q: 3 clusters Score -316812.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -316830.781250 Penalty: 4141.812988
	Iteration 14Q: 3 clusters Score -316830.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -316841.750000 Penalty: 4141.812988
	Iteration 15Q: 3 clusters Score -316841.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -316853.093750 Penalty: 4141.812988
	Iteration 16Q: 3 clusters Score -316853.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -316860.187500 Penalty: 4141.812988
	Iteration 17Q: 3 clusters Score -316860.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -316869.687500 Penalty: 4141.812988
	Iteration 18Q: 3 clusters Score -316869.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -316878.000000 Penalty: 4141.812988
	Iteration 19Q: 3 clusters Score -316878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -316883.531250 Penalty: 4141.812988
	Iteration 20F: 3 clusters Score -316883.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -316888.406250 Penalty: 4141.812988
	Iteration 21Q: 3 clusters Score -316888.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -316894.281250 Penalty: 4141.812988
	Iteration 22Q: 3 clusters Score -316894.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -316905.312500 Penalty: 4141.812988
	Iteration 23Q: 3 clusters Score -316905.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -316921.843750 Penalty: 4141.812988
	Iteration 24Q: 3 clusters Score -316921.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -316935.937500 Penalty: 4141.812988
	Iteration 25Q: 3 clusters Score -316935.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -316948.031250 Penalty: 4141.812988
	Iteration 26Q: 3 clusters Score -316948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -316958.312500 Penalty: 4141.812988
	Iteration 27Q: 3 clusters Score -316958.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -316964.375000 Penalty: 4141.812988
	Iteration 28Q: 3 clusters Score -316964.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -316973.000000 Penalty: 4141.812988
	Iteration 29Q: 3 clusters Score -316973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -316981.906250 Penalty: 4141.812988
	Iteration 30Q: 3 clusters Score -316981.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -316988.750000 Penalty: 4141.812988
	Iteration 31Q: 3 clusters Score -316988.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -316994.218750 Penalty: 4141.812988
	Iteration 32Q: 3 clusters Score -316994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -316997.656250 Penalty: 4141.812988
	Iteration 33Q: 3 clusters Score -316997.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -317000.718750 Penalty: 4141.812988
	Iteration 34Q: 3 clusters Score -317000.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -317004.312500 Penalty: 4141.812988
	Iteration 35Q: 3 clusters Score -317004.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -317005.687500 Penalty: 4141.812988
	Iteration 36Q: 3 clusters Score -317005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -317006.312500 Penalty: 4141.812988
	Iteration 37Q: 3 clusters Score -317006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -317007.375000 Penalty: 4141.812988
	Iteration 38Q: 3 clusters Score -317007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -317009.562500 Penalty: 4141.812988
	Iteration 39Q: 3 clusters Score -317009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -317011.281250 Penalty: 4141.812988
	Iteration 40F: 3 clusters Score -317011.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -317013.687500 Penalty: 4141.812988
	Iteration 41Q: 3 clusters Score -317013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -317015.718750 Penalty: 4141.812988
	Iteration 42Q: 3 clusters Score -317015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -317016.625000 Penalty: 4141.812988
	Iteration 43Q: 3 clusters Score -317016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -317018.687500 Penalty: 4141.812988
	Iteration 44Q: 3 clusters Score -317018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -317018.625000 Penalty: 4141.812988
	Iteration 45Q: 3 clusters Score -317018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -317019.062500 Penalty: 4141.812988
	Iteration 46Q: 3 clusters Score -317019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -317018.187500 Penalty: 4141.812988
	Iteration 47Q: 3 clusters Score -317018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -317018.187500 Penalty: 4141.812988
	Iteration 48F: 3 clusters Score -317018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (103743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Entering Unmasked Estep 
Score: -8849990.000000 Penalty: 2864.318604
	Iteration 0F: 2 clusters Score -8849990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -8780494.000000 Penalty: 5728.637207
	Iteration 0F: 3 clusters Score -8780494 nChanged 49110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -8809013.000000 Penalty: 5728.637207
	Iteration 1F: 3 clusters Score -8809013 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -8810498.000000 Penalty: 5728.637207
	Iteration 2Q: 3 clusters Score -8810498 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -8812532.000000 Penalty: 5728.637207
	Iteration 3Q: 3 clusters Score -8812532 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -8815192.000000 Penalty: 5728.637207
	Iteration 4F: 3 clusters Score -8815192 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8818580.000000 Penalty: 5728.637207
	Iteration 5F: 3 clusters Score -8818580 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -8822475.000000 Penalty: 5728.637207
	Iteration 6F: 3 clusters Score -8822475 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -8826177.000000 Penalty: 5728.637207
	Iteration 7F: 3 clusters Score -8826177 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -8829566.000000 Penalty: 5728.637207
	Iteration 8F: 3 clusters Score -8829566 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -8832947.000000 Penalty: 5728.637207
	Iteration 9Q: 3 clusters Score -8832947 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -8836221.000000 Penalty: 5728.637207
	Iteration 10Q: 3 clusters Score -8836221 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -8839098.000000 Penalty: 5728.637207
	Iteration 11Q: 3 clusters Score -8839098 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -8840994.000000 Penalty: 5728.637207
	Iteration 12Q: 3 clusters Score -8840994 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -8842113.000000 Penalty: 5728.637207
	Iteration 13Q: 3 clusters Score -8842113 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -8843018.000000 Penalty: 5728.637207
	Iteration 14Q: 3 clusters Score -8843018 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -8843772.000000 Penalty: 5728.637207
	Iteration 15Q: 3 clusters Score -8843772 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -8844255.000000 Penalty: 5728.637207
	Iteration 16Q: 3 clusters Score -8844255 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -8844572.000000 Penalty: 5728.637207
	Iteration 17Q: 3 clusters Score -8844572 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -8844788.000000 Penalty: 5728.637207
	Iteration 18Q: 3 clusters Score -8844788 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -8844924.000000 Penalty: 5728.637207
	Iteration 19Q: 3 clusters Score -8844924 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -8845041.000000 Penalty: 5728.637207
	Iteration 20F: 3 clusters Score -8845041 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -8845099.000000 Penalty: 5728.637207
	Iteration 21Q: 3 clusters Score -8845099 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -8845117.000000 Penalty: 5728.637207
	Iteration 22Q: 3 clusters Score -8845117 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8845146.000000 Penalty: 5728.637207
	Iteration 23Q: 3 clusters Score -8845146 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -8845133.000000 Penalty: 5728.637207
	Iteration 24Q: 3 clusters Score -8845133 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8845169.000000 Penalty: 5728.637207
	Iteration 25Q: 3 clusters Score -8845169 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8845180.000000 Penalty: 5728.637207
	Iteration 26Q: 3 clusters Score -8845180 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -8845214.000000 Penalty: 5728.637207
	Iteration 27Q: 3 clusters Score -8845214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -8845235.000000 Penalty: 5728.637207
	Iteration 28Q: 3 clusters Score -8845235 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8845235.000000 Penalty: 5728.637207
	Iteration 29Q: 3 clusters Score -8845235 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -8845248.000000 Penalty: 5728.637207
	Iteration 30Q: 3 clusters Score -8845248 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8845251.000000 Penalty: 5728.637207
	Iteration 31Q: 3 clusters Score -8845251 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -8845246.000000 Penalty: 5728.637207
	Iteration 32Q: 3 clusters Score -8845246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -8845268.000000 Penalty: 5728.637207
	Iteration 33Q: 3 clusters Score -8845268 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -8845270.000000 Penalty: 5728.637207
	Iteration 34Q: 3 clusters Score -8845270 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -8845256.000000 Penalty: 5728.637207
	Iteration 35Q: 3 clusters Score -8845256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -8845258.000000 Penalty: 5728.637207
	Iteration 36Q: 3 clusters Score -8845258 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -8845291.000000 Penalty: 5728.637207
	Iteration 37Q: 3 clusters Score -8845291 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -8845320.000000 Penalty: 5728.637207
	Iteration 38Q: 3 clusters Score -8845320 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8845348 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8845358 nChanged 99
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Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8845344 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8845352 nChanged 107
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Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8845350 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8845362 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8845375 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8845373 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8845380 nChanged 57
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Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8845397 nChanged 55
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Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8845409 nChanged 56
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Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8845418 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8845438 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8845467 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8845453 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8845464 nChanged 66
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Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8845462 nChanged 65
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Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8845449 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8845433 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8845424 nChanged 52
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Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8845411 nChanged 46
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Mstep: Class 1 contains 84460 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8845427 nChanged 43
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Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8845414 nChanged 51
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Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8845424 nChanged 50
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Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8845430 nChanged 45
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Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8845446 nChanged 34
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Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8845448 nChanged 32
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Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8845431 nChanged 26
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Mstep: Class 1 contains 84772 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8845447 nChanged 35
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Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8845450 nChanged 25
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8845449 nChanged 25
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Entering Unmasked Estep 
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Mstep: Class 1 contains 84921 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8845451 nChanged 23
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Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8845455 nChanged 34
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Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8845440 nChanged 34
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Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8845422 nChanged 30
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Mstep: Class 1 contains 85042 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8845422 nChanged 46
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Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8845432 nChanged 52
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Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8845451 nChanged 51
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Mstep: Class 1 contains 85191 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8845452 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85253 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8845438 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85312 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8845456 nChanged 50
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Mstep: Class 1 contains 85362 members 
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	Iteration 87Q: 3 clusters Score -8845458 nChanged 50
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Mstep: Class 1 contains 85412 members 
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	Iteration 88Q: 3 clusters Score -8845427 nChanged 45
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Mstep: Class 1 contains 85455 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8845419 nChanged 45
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Mstep: Class 1 contains 85500 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8845425 nChanged 51
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	Iteration 91Q: 3 clusters Score -8845456 nChanged 53
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Mstep: Class 1 contains 85602 members 
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	Iteration 92Q: 3 clusters Score -8845442 nChanged 56
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	Iteration 93Q: 3 clusters Score -8845463 nChanged 49
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	Iteration 94Q: 3 clusters Score -8845451 nChanged 48
Entering Unmasked Mstep 
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	Iteration 95Q: 3 clusters Score -8845457 nChanged 55
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	Iteration 96Q: 3 clusters Score -8845475 nChanged 50
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8845467 nChanged 41
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Mstep: Class 1 contains 85899 members 
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	Iteration 98Q: 3 clusters Score -8845446 nChanged 31
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Mstep: Class 1 contains 85930 members 
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	Iteration 99Q: 3 clusters Score -8845453 nChanged 28
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Mstep: Class 1 contains 85958 members 
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	Iteration 100F: 3 clusters Score -8845458 nChanged 34
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8845445 nChanged 35
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	Iteration 102Q: 3 clusters Score -8845442 nChanged 14
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	Iteration 103Q: 3 clusters Score -8845446 nChanged 14
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	Iteration 104Q: 3 clusters Score -8845447 nChanged 10
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	Iteration 105Q: 3 clusters Score -8845444 nChanged 4
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	Iteration 106Q: 3 clusters Score -8845450 nChanged 5
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	Iteration 107Q: 3 clusters Score -8845445 nChanged 3
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	Iteration 108Q: 3 clusters Score -8845450 nChanged 1
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	Iteration 109Q: 3 clusters Score -8845449 nChanged 1
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	Iteration 110Q: 3 clusters Score -8845447 nChanged 4
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	Iteration 111Q: 3 clusters Score -8845443 nChanged 5
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	Iteration 112Q: 3 clusters Score -8845441 nChanged 7
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	Iteration 113Q: 3 clusters Score -8845451 nChanged 6
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	Iteration 114Q: 3 clusters Score -8845454 nChanged 7
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	Iteration 115Q: 3 clusters Score -8845447 nChanged 7
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	Iteration 116Q: 3 clusters Score -8845456 nChanged 9
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	Iteration 117Q: 3 clusters Score -8845455 nChanged 6
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	Iteration 118Q: 3 clusters Score -8845454 nChanged 5
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	Iteration 119Q: 3 clusters Score -8845452 nChanged 8
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	Iteration 120F: 3 clusters Score -8845452 nChanged 7
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	Iteration 121Q: 3 clusters Score -8845452 nChanged 4
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	Iteration 122Q: 3 clusters Score -8845447 nChanged 2
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	Iteration 123Q: 3 clusters Score -8845452 nChanged 3
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	Iteration 124Q: 3 clusters Score -8845455 nChanged 5
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	Iteration 125Q: 3 clusters Score -8845453 nChanged 4
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	Iteration 126Q: 3 clusters Score -8845462 nChanged 5
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	Iteration 127Q: 3 clusters Score -8845463 nChanged 6
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	Iteration 128Q: 3 clusters Score -8845460 nChanged 6
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	Iteration 129Q: 3 clusters Score -8845447 nChanged 6
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	Iteration 130Q: 3 clusters Score -8845447 nChanged 10
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	Iteration 131Q: 3 clusters Score -8845445 nChanged 12
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	Iteration 132Q: 3 clusters Score -8845450 nChanged 13
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Entering Unmasked Estep 
Score: -8845456.000000 Penalty: 5728.637207
	Iteration 133Q: 3 clusters Score -8845456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -8845453.000000 Penalty: 5728.637207
	Iteration 134Q: 3 clusters Score -8845453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -8845451.000000 Penalty: 5728.637207
	Iteration 135Q: 3 clusters Score -8845451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -8845458.000000 Penalty: 5728.637207
	Iteration 136Q: 3 clusters Score -8845458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -8845442.000000 Penalty: 5728.637207
	Iteration 137Q: 3 clusters Score -8845442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86312 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -8845442.000000 Penalty: 5728.637207
	Iteration 138Q: 3 clusters Score -8845442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -8845438.000000 Penalty: 5728.637207
	Iteration 139Q: 3 clusters Score -8845438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -8845445.000000 Penalty: 5728.637207
	Iteration 140F: 3 clusters Score -8845445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -8845452.000000 Penalty: 5728.637207
	Iteration 141Q: 3 clusters Score -8845452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -8845449.000000 Penalty: 5728.637207
	Iteration 142Q: 3 clusters Score -8845449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -8845461.000000 Penalty: 5728.637207
	Iteration 143Q: 3 clusters Score -8845461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -8845465.000000 Penalty: 5728.637207
	Iteration 144Q: 3 clusters Score -8845465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -8845472.000000 Penalty: 5728.637207
	Iteration 145Q: 3 clusters Score -8845472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -8845469.000000 Penalty: 5728.637207
	Iteration 146Q: 3 clusters Score -8845469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -8845469.000000 Penalty: 5728.637207
	Iteration 147Q: 3 clusters Score -8845469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -8845460.000000 Penalty: 5728.637207
	Iteration 148Q: 3 clusters Score -8845460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -8845459.000000 Penalty: 5728.637207
	Iteration 149Q: 3 clusters Score -8845459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -8845461.000000 Penalty: 5728.637207
	Iteration 150Q: 3 clusters Score -8845461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -8845472.000000 Penalty: 5728.637207
	Iteration 151Q: 3 clusters Score -8845472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -8845472.000000 Penalty: 5728.637207
	Iteration 152Q: 3 clusters Score -8845472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -8845472.000000 Penalty: 5728.637207
	Iteration 153Q: 3 clusters Score -8845472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -8845468.000000 Penalty: 5728.637207
	Iteration 154Q: 3 clusters Score -8845468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -8845474.000000 Penalty: 5728.637207
	Iteration 155Q: 3 clusters Score -8845474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -8845469.000000 Penalty: 5728.637207
	Iteration 156Q: 3 clusters Score -8845469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -8845478.000000 Penalty: 5728.637207
	Iteration 157Q: 3 clusters Score -8845478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -8845470.000000 Penalty: 5728.637207
	Iteration 158Q: 3 clusters Score -8845470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -8845470.000000 Penalty: 5728.637207
	Iteration 159Q: 3 clusters Score -8845470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -8845479.000000 Penalty: 5728.637207
	Iteration 160F: 3 clusters Score -8845479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -8845480.000000 Penalty: 5728.637207
	Iteration 161Q: 3 clusters Score -8845480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -8845470.000000 Penalty: 5728.637207
	Iteration 162Q: 3 clusters Score -8845470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -8845465.000000 Penalty: 5728.637207
	Iteration 163Q: 3 clusters Score -8845465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -8845467.000000 Penalty: 5728.637207
	Iteration 164Q: 3 clusters Score -8845467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -8845476.000000 Penalty: 5728.637207
	Iteration 165Q: 3 clusters Score -8845476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -8845472.000000 Penalty: 5728.637207
	Iteration 166Q: 3 clusters Score -8845472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -8845472.000000 Penalty: 5728.637207
	Iteration 167Q: 3 clusters Score -8845472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -8845474.000000 Penalty: 5728.637207
	Iteration 168Q: 3 clusters Score -8845474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -8845478.000000 Penalty: 5728.637207
	Iteration 169Q: 3 clusters Score -8845478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -8845482.000000 Penalty: 5728.637207
	Iteration 170Q: 3 clusters Score -8845482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -8845482.000000 Penalty: 5728.637207
	Iteration 171Q: 3 clusters Score -8845482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -8845479.000000 Penalty: 5728.637207
	Iteration 172Q: 3 clusters Score -8845479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -8845478.000000 Penalty: 5728.637207
	Iteration 173Q: 3 clusters Score -8845478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -8845478.000000 Penalty: 5728.637207
	Iteration 174F: 3 clusters Score -8845478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Entering Unmasked Estep 
Score: -1074398.125000 Penalty: 2339.920410
	Iteration 0F: 2 clusters Score -1074398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1065169.875000 Penalty: 4679.840820
	Iteration 0F: 3 clusters Score -1065170 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1067993.750000 Penalty: 4679.840820
	Iteration 1F: 3 clusters Score -1067994 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1068328.125000 Penalty: 4679.840820
	Iteration 2F: 3 clusters Score -1068328 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1068554.750000 Penalty: 4679.840820
	Iteration 3Q: 3 clusters Score -1068555 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1068764.000000 Penalty: 4679.840820
	Iteration 4Q: 3 clusters Score -1068764 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1068995.125000 Penalty: 4679.840820
	Iteration 5Q: 3 clusters Score -1068995 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1069257.375000 Penalty: 4679.840820
	Iteration 6Q: 3 clusters Score -1069257 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1069560.375000 Penalty: 4679.840820
	Iteration 7Q: 3 clusters Score -1069560 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1069892.250000 Penalty: 4679.840820
	Iteration 8Q: 3 clusters Score -1069892 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1070306.000000 Penalty: 4679.840820
	Iteration 9Q: 3 clusters Score -1070306 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1070796.250000 Penalty: 4679.840820
	Iteration 10Q: 3 clusters Score -1070796 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1071235.875000 Penalty: 4679.840820
	Iteration 11Q: 3 clusters Score -1071236 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1071592.875000 Penalty: 4679.840820
	Iteration 12Q: 3 clusters Score -1071593 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1071870.000000 Penalty: 4679.840820
	Iteration 13Q: 3 clusters Score -1071870 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1072070.000000 Penalty: 4679.840820
	Iteration 14Q: 3 clusters Score -1072070 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1072227.000000 Penalty: 4679.840820
	Iteration 15Q: 3 clusters Score -1072227 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1072340.125000 Penalty: 4679.840820
	Iteration 16Q: 3 clusters Score -1072340 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1072428.375000 Penalty: 4679.840820
	Iteration 17Q: 3 clusters Score -1072428 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1072506.125000 Penalty: 4679.840820
	Iteration 18Q: 3 clusters Score -1072506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1072569.250000 Penalty: 4679.840820
	Iteration 19Q: 3 clusters Score -1072569 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1072606.875000 Penalty: 4679.840820
	Iteration 20F: 3 clusters Score -1072607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1072640.750000 Penalty: 4679.840820
	Iteration 21Q: 3 clusters Score -1072641 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1072667.750000 Penalty: 4679.840820
	Iteration 22Q: 3 clusters Score -1072668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1072687.500000 Penalty: 4679.840820
	Iteration 23Q: 3 clusters Score -1072688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1072709.875000 Penalty: 4679.840820
	Iteration 24Q: 3 clusters Score -1072710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1072734.000000 Penalty: 4679.840820
	Iteration 25Q: 3 clusters Score -1072734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1072750.000000 Penalty: 4679.840820
	Iteration 26Q: 3 clusters Score -1072750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1072761.875000 Penalty: 4679.840820
	Iteration 27Q: 3 clusters Score -1072762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1072767.375000 Penalty: 4679.840820
	Iteration 28Q: 3 clusters Score -1072767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1072773.125000 Penalty: 4679.840820
	Iteration 29Q: 3 clusters Score -1072773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1072781.750000 Penalty: 4679.840820
	Iteration 30Q: 3 clusters Score -1072782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1072783.500000 Penalty: 4679.840820
	Iteration 31Q: 3 clusters Score -1072784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1072785.375000 Penalty: 4679.840820
	Iteration 32Q: 3 clusters Score -1072785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1072786.500000 Penalty: 4679.840820
	Iteration 33Q: 3 clusters Score -1072786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1072790.875000 Penalty: 4679.840820
	Iteration 34Q: 3 clusters Score -1072791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1072792.875000 Penalty: 4679.840820
	Iteration 35Q: 3 clusters Score -1072793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1072794.500000 Penalty: 4679.840820
	Iteration 36Q: 3 clusters Score -1072794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1072795.375000 Penalty: 4679.840820
	Iteration 37Q: 3 clusters Score -1072795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1072796.750000 Penalty: 4679.840820
	Iteration 38Q: 3 clusters Score -1072797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1072796.750000 Penalty: 4679.840820
	Iteration 39Q: 3 clusters Score -1072797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1072798.750000 Penalty: 4679.840820
	Iteration 40F: 3 clusters Score -1072799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1072799.750000 Penalty: 4679.840820
	Iteration 41Q: 3 clusters Score -1072800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1072799.250000 Penalty: 4679.840820
	Iteration 42Q: 3 clusters Score -1072799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1072799.125000 Penalty: 4679.840820
	Iteration 43Q: 3 clusters Score -1072799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1072801.625000 Penalty: 4679.840820
	Iteration 44Q: 3 clusters Score -1072802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1072802.250000 Penalty: 4679.840820
	Iteration 45Q: 3 clusters Score -1072802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1072802.125000 Penalty: 4679.840820
	Iteration 46Q: 3 clusters Score -1072802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1072802.250000 Penalty: 4679.840820
	Iteration 47Q: 3 clusters Score -1072802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1072802.250000 Penalty: 4679.840820
	Iteration 48F: 3 clusters Score -1072802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Entering Unmasked Estep 
Score: -1058315.750000 Penalty: 2333.215088
	Iteration 0F: 2 clusters Score -1058316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1049299.125000 Penalty: 4666.430176
	Iteration 0F: 3 clusters Score -1049299 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1051912.875000 Penalty: 4666.430176
	Iteration 1F: 3 clusters Score -1051913 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1052253.500000 Penalty: 4666.430176
	Iteration 2F: 3 clusters Score -1052254 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1052506.125000 Penalty: 4666.430176
	Iteration 3F: 3 clusters Score -1052506 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1052710.875000 Penalty: 4666.430176
	Iteration 4Q: 3 clusters Score -1052711 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1052899.000000 Penalty: 4666.430176
	Iteration 5Q: 3 clusters Score -1052899 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1053064.625000 Penalty: 4666.430176
	Iteration 6Q: 3 clusters Score -1053065 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1053213.125000 Penalty: 4666.430176
	Iteration 7Q: 3 clusters Score -1053213 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1053377.250000 Penalty: 4666.430176
	Iteration 8Q: 3 clusters Score -1053377 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1053576.500000 Penalty: 4666.430176
	Iteration 9Q: 3 clusters Score -1053576 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1053815.750000 Penalty: 4666.430176
	Iteration 10Q: 3 clusters Score -1053816 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1054074.625000 Penalty: 4666.430176
	Iteration 11Q: 3 clusters Score -1054075 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1054334.875000 Penalty: 4666.430176
	Iteration 12Q: 3 clusters Score -1054335 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1054570.250000 Penalty: 4666.430176
	Iteration 13Q: 3 clusters Score -1054570 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1054763.125000 Penalty: 4666.430176
	Iteration 14Q: 3 clusters Score -1054763 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1054922.125000 Penalty: 4666.430176
	Iteration 15Q: 3 clusters Score -1054922 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1055051.000000 Penalty: 4666.430176
	Iteration 16Q: 3 clusters Score -1055051 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1055145.000000 Penalty: 4666.430176
	Iteration 17Q: 3 clusters Score -1055145 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1055233.375000 Penalty: 4666.430176
	Iteration 18Q: 3 clusters Score -1055233 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1055312.125000 Penalty: 4666.430176
	Iteration 19Q: 3 clusters Score -1055312 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1055388.500000 Penalty: 4666.430176
	Iteration 20F: 3 clusters Score -1055388 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1055441.000000 Penalty: 4666.430176
	Iteration 21Q: 3 clusters Score -1055441 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1055484.875000 Penalty: 4666.430176
	Iteration 22Q: 3 clusters Score -1055485 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1055519.750000 Penalty: 4666.430176
	Iteration 23Q: 3 clusters Score -1055520 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1055557.125000 Penalty: 4666.430176
	Iteration 24Q: 3 clusters Score -1055557 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1055596.625000 Penalty: 4666.430176
	Iteration 25Q: 3 clusters Score -1055597 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1055636.375000 Penalty: 4666.430176
	Iteration 26Q: 3 clusters Score -1055636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1055668.750000 Penalty: 4666.430176
	Iteration 27Q: 3 clusters Score -1055669 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1055706.250000 Penalty: 4666.430176
	Iteration 28Q: 3 clusters Score -1055706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1055746.375000 Penalty: 4666.430176
	Iteration 29Q: 3 clusters Score -1055746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1055792.250000 Penalty: 4666.430176
	Iteration 30Q: 3 clusters Score -1055792 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1055833.750000 Penalty: 4666.430176
	Iteration 31Q: 3 clusters Score -1055834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1055867.375000 Penalty: 4666.430176
	Iteration 32Q: 3 clusters Score -1055867 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1055906.500000 Penalty: 4666.430176
	Iteration 33Q: 3 clusters Score -1055906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1055947.750000 Penalty: 4666.430176
	Iteration 34Q: 3 clusters Score -1055948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1055980.625000 Penalty: 4666.430176
	Iteration 35Q: 3 clusters Score -1055981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1056006.375000 Penalty: 4666.430176
	Iteration 36Q: 3 clusters Score -1056006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1056039.125000 Penalty: 4666.430176
	Iteration 37Q: 3 clusters Score -1056039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1056061.125000 Penalty: 4666.430176
	Iteration 38Q: 3 clusters Score -1056061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1056075.875000 Penalty: 4666.430176
	Iteration 39Q: 3 clusters Score -1056076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1056088.750000 Penalty: 4666.430176
	Iteration 40F: 3 clusters Score -1056089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1056103.125000 Penalty: 4666.430176
	Iteration 41Q: 3 clusters Score -1056103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1056113.250000 Penalty: 4666.430176
	Iteration 42Q: 3 clusters Score -1056113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1056123.750000 Penalty: 4666.430176
	Iteration 43Q: 3 clusters Score -1056124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1056130.875000 Penalty: 4666.430176
	Iteration 44Q: 3 clusters Score -1056131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1056141.875000 Penalty: 4666.430176
	Iteration 45Q: 3 clusters Score -1056142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1056152.250000 Penalty: 4666.430176
	Iteration 46Q: 3 clusters Score -1056152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1056158.625000 Penalty: 4666.430176
	Iteration 47Q: 3 clusters Score -1056159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1056173.000000 Penalty: 4666.430176
	Iteration 48Q: 3 clusters Score -1056173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1056184.125000 Penalty: 4666.430176
	Iteration 49Q: 3 clusters Score -1056184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1056195.750000 Penalty: 4666.430176
	Iteration 50Q: 3 clusters Score -1056196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1056209.875000 Penalty: 4666.430176
	Iteration 51Q: 3 clusters Score -1056210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1056215.625000 Penalty: 4666.430176
	Iteration 52Q: 3 clusters Score -1056216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1056221.000000 Penalty: 4666.430176
	Iteration 53Q: 3 clusters Score -1056221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1056227.625000 Penalty: 4666.430176
	Iteration 54Q: 3 clusters Score -1056228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1056234.125000 Penalty: 4666.430176
	Iteration 55Q: 3 clusters Score -1056234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1056237.625000 Penalty: 4666.430176
	Iteration 56Q: 3 clusters Score -1056238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1056245.000000 Penalty: 4666.430176
	Iteration 57Q: 3 clusters Score -1056245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1056250.125000 Penalty: 4666.430176
	Iteration 58Q: 3 clusters Score -1056250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1056258.125000 Penalty: 4666.430176
	Iteration 59Q: 3 clusters Score -1056258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1056272.875000 Penalty: 4666.430176
	Iteration 60F: 3 clusters Score -1056273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1056285.875000 Penalty: 4666.430176
	Iteration 61Q: 3 clusters Score -1056286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1056290.375000 Penalty: 4666.430176
	Iteration 62Q: 3 clusters Score -1056290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1056294.750000 Penalty: 4666.430176
	Iteration 63Q: 3 clusters Score -1056295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1056301.125000 Penalty: 4666.430176
	Iteration 64Q: 3 clusters Score -1056301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1056309.000000 Penalty: 4666.430176
	Iteration 65Q: 3 clusters Score -1056309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1056318.000000 Penalty: 4666.430176
	Iteration 66Q: 3 clusters Score -1056318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1056321.000000 Penalty: 4666.430176
	Iteration 67Q: 3 clusters Score -1056321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1056325.750000 Penalty: 4666.430176
	Iteration 68Q: 3 clusters Score -1056326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1056329.625000 Penalty: 4666.430176
	Iteration 69Q: 3 clusters Score -1056330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1056333.875000 Penalty: 4666.430176
	Iteration 70Q: 3 clusters Score -1056334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1056339.625000 Penalty: 4666.430176
	Iteration 71Q: 3 clusters Score -1056340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1056342.750000 Penalty: 4666.430176
	Iteration 72Q: 3 clusters Score -1056343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1056345.625000 Penalty: 4666.430176
	Iteration 73Q: 3 clusters Score -1056346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1056350.500000 Penalty: 4666.430176
	Iteration 74Q: 3 clusters Score -1056350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1056356.875000 Penalty: 4666.430176
	Iteration 75Q: 3 clusters Score -1056357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1056358.125000 Penalty: 4666.430176
	Iteration 76Q: 3 clusters Score -1056358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1056358.125000 Penalty: 4666.430176
	Iteration 77F: 3 clusters Score -1056358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Entering Unmasked Estep 
Score: -2036651.875000 Penalty: 2495.054932
	Iteration 0F: 2 clusters Score -2036652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2020471.500000 Penalty: 4990.109863
	Iteration 0F: 3 clusters Score -2020472 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2026100.000000 Penalty: 4990.109863
	Iteration 1F: 3 clusters Score -2026100 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2026524.750000 Penalty: 4990.109863
	Iteration 2F: 3 clusters Score -2026525 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2026897.500000 Penalty: 4990.109863
	Iteration 3Q: 3 clusters Score -2026898 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2027234.875000 Penalty: 4990.109863
	Iteration 4Q: 3 clusters Score -2027235 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2027601.750000 Penalty: 4990.109863
	Iteration 5Q: 3 clusters Score -2027602 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2028043.875000 Penalty: 4990.109863
	Iteration 6Q: 3 clusters Score -2028044 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2028566.375000 Penalty: 4990.109863
	Iteration 7Q: 3 clusters Score -2028566 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2029234.750000 Penalty: 4990.109863
	Iteration 8Q: 3 clusters Score -2029235 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2030030.250000 Penalty: 4990.109863
	Iteration 9F: 3 clusters Score -2030030 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2030961.125000 Penalty: 4990.109863
	Iteration 10F: 3 clusters Score -2030961 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2031874.375000 Penalty: 4990.109863
	Iteration 11F: 3 clusters Score -2031874 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2032732.000000 Penalty: 4990.109863
	Iteration 12Q: 3 clusters Score -2032732 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2033343.125000 Penalty: 4990.109863
	Iteration 13Q: 3 clusters Score -2033343 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2033740.625000 Penalty: 4990.109863
	Iteration 14Q: 3 clusters Score -2033741 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2033989.250000 Penalty: 4990.109863
	Iteration 15Q: 3 clusters Score -2033989 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2034160.250000 Penalty: 4990.109863
	Iteration 16Q: 3 clusters Score -2034160 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2034271.875000 Penalty: 4990.109863
	Iteration 17Q: 3 clusters Score -2034272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2034337.375000 Penalty: 4990.109863
	Iteration 18Q: 3 clusters Score -2034337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2034375.250000 Penalty: 4990.109863
	Iteration 19Q: 3 clusters Score -2034375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2034412.375000 Penalty: 4990.109863
	Iteration 20F: 3 clusters Score -2034412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2034456.000000 Penalty: 4990.109863
	Iteration 21Q: 3 clusters Score -2034456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2034480.125000 Penalty: 4990.109863
	Iteration 22Q: 3 clusters Score -2034480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2034501.750000 Penalty: 4990.109863
	Iteration 23Q: 3 clusters Score -2034502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2034509.000000 Penalty: 4990.109863
	Iteration 24Q: 3 clusters Score -2034509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2034520.750000 Penalty: 4990.109863
	Iteration 25Q: 3 clusters Score -2034521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2034528.500000 Penalty: 4990.109863
	Iteration 26Q: 3 clusters Score -2034528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2034535.125000 Penalty: 4990.109863
	Iteration 27Q: 3 clusters Score -2034535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2034538.250000 Penalty: 4990.109863
	Iteration 28Q: 3 clusters Score -2034538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2034541.750000 Penalty: 4990.109863
	Iteration 29Q: 3 clusters Score -2034542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2034546.125000 Penalty: 4990.109863
	Iteration 30Q: 3 clusters Score -2034546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2034544.500000 Penalty: 4990.109863
	Iteration 31Q: 3 clusters Score -2034544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2034544.500000 Penalty: 4990.109863
	Iteration 32F: 3 clusters Score -2034544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -386952.718750 Penalty: 2081.461426
	Iteration 0F: 2 clusters Score -386952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -382805.625000 Penalty: 4162.922852
	Iteration 0F: 3 clusters Score -382805.6 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -383740.812500 Penalty: 4162.922852
	Iteration 1F: 3 clusters Score -383740.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -383955.500000 Penalty: 4162.922852
	Iteration 2F: 3 clusters Score -383955.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -384059.687500 Penalty: 4162.922852
	Iteration 3Q: 3 clusters Score -384059.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -384122.687500 Penalty: 4162.922852
	Iteration 4Q: 3 clusters Score -384122.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -384166.375000 Penalty: 4162.922852
	Iteration 5Q: 3 clusters Score -384166.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -384196.125000 Penalty: 4162.922852
	Iteration 6Q: 3 clusters Score -384196.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -384220.562500 Penalty: 4162.922852
	Iteration 7Q: 3 clusters Score -384220.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -384241.906250 Penalty: 4162.922852
	Iteration 8Q: 3 clusters Score -384241.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -384254.406250 Penalty: 4162.922852
	Iteration 9Q: 3 clusters Score -384254.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -384263.718750 Penalty: 4162.922852
	Iteration 10Q: 3 clusters Score -384263.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -384274.687500 Penalty: 4162.922852
	Iteration 11Q: 3 clusters Score -384274.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -384282.531250 Penalty: 4162.922852
	Iteration 12Q: 3 clusters Score -384282.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -384290.406250 Penalty: 4162.922852
	Iteration 13Q: 3 clusters Score -384290.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -384300.718750 Penalty: 4162.922852
	Iteration 14Q: 3 clusters Score -384300.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -384308.656250 Penalty: 4162.922852
	Iteration 15Q: 3 clusters Score -384308.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -384313.218750 Penalty: 4162.922852
	Iteration 16Q: 3 clusters Score -384313.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -384319.718750 Penalty: 4162.922852
	Iteration 17Q: 3 clusters Score -384319.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -384324.125000 Penalty: 4162.922852
	Iteration 18Q: 3 clusters Score -384324.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -384327.656250 Penalty: 4162.922852
	Iteration 19Q: 3 clusters Score -384327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -384329.312500 Penalty: 4162.922852
	Iteration 20F: 3 clusters Score -384329.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -384330.250000 Penalty: 4162.922852
	Iteration 21Q: 3 clusters Score -384330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -384332.750000 Penalty: 4162.922852
	Iteration 22Q: 3 clusters Score -384332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -384336.156250 Penalty: 4162.922852
	Iteration 23Q: 3 clusters Score -384336.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -384340.062500 Penalty: 4162.922852
	Iteration 24Q: 3 clusters Score -384340.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -384345.156250 Penalty: 4162.922852
	Iteration 25Q: 3 clusters Score -384345.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -384351.125000 Penalty: 4162.922852
	Iteration 26Q: 3 clusters Score -384351.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -384357.062500 Penalty: 4162.922852
	Iteration 27Q: 3 clusters Score -384357.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -384359.812500 Penalty: 4162.922852
	Iteration 28Q: 3 clusters Score -384359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -384362.593750 Penalty: 4162.922852
	Iteration 29Q: 3 clusters Score -384362.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -384366.281250 Penalty: 4162.922852
	Iteration 30Q: 3 clusters Score -384366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -384369.156250 Penalty: 4162.922852
	Iteration 31Q: 3 clusters Score -384369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -384371.156250 Penalty: 4162.922852
	Iteration 32Q: 3 clusters Score -384371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -384373.281250 Penalty: 4162.922852
	Iteration 33Q: 3 clusters Score -384373.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -384376.875000 Penalty: 4162.922852
	Iteration 34Q: 3 clusters Score -384376.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -384381.437500 Penalty: 4162.922852
	Iteration 35Q: 3 clusters Score -384381.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -384385.812500 Penalty: 4162.922852
	Iteration 36Q: 3 clusters Score -384385.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -384392.500000 Penalty: 4162.922852
	Iteration 37Q: 3 clusters Score -384392.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -384401.500000 Penalty: 4162.922852
	Iteration 38Q: 3 clusters Score -384401.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -384409.093750 Penalty: 4162.922852
	Iteration 39Q: 3 clusters Score -384409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -384415.906250 Penalty: 4162.922852
	Iteration 40F: 3 clusters Score -384415.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -384419.937500 Penalty: 4162.922852
	Iteration 41Q: 3 clusters Score -384419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -384421.250000 Penalty: 4162.922852
	Iteration 42Q: 3 clusters Score -384421.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -384424.937500 Penalty: 4162.922852
	Iteration 43Q: 3 clusters Score -384424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -384425.812500 Penalty: 4162.922852
	Iteration 44Q: 3 clusters Score -384425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -384427.843750 Penalty: 4162.922852
	Iteration 45Q: 3 clusters Score -384427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -384429.375000 Penalty: 4162.922852
	Iteration 46Q: 3 clusters Score -384429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -384430.218750 Penalty: 4162.922852
	Iteration 47Q: 3 clusters Score -384430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -384430.218750 Penalty: 4162.922852
	Iteration 48Q: 3 clusters Score -384430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -384431.156250 Penalty: 4162.922852
	Iteration 49Q: 3 clusters Score -384431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -384430.593750 Penalty: 4162.922852
	Iteration 50Q: 3 clusters Score -384430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -384431.437500 Penalty: 4162.922852
	Iteration 51Q: 3 clusters Score -384431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -384431.812500 Penalty: 4162.922852
	Iteration 52Q: 3 clusters Score -384431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -384432.500000 Penalty: 4162.922852
	Iteration 53Q: 3 clusters Score -384432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -384432.468750 Penalty: 4162.922852
	Iteration 54Q: 3 clusters Score -384432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -384434.125000 Penalty: 4162.922852
	Iteration 55Q: 3 clusters Score -384434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -384436.125000 Penalty: 4162.922852
	Iteration 56Q: 3 clusters Score -384436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -384436.875000 Penalty: 4162.922852
	Iteration 57Q: 3 clusters Score -384436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -384437.281250 Penalty: 4162.922852
	Iteration 58Q: 3 clusters Score -384437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -384437.562500 Penalty: 4162.922852
	Iteration 59Q: 3 clusters Score -384437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -384438.375000 Penalty: 4162.922852
	Iteration 60F: 3 clusters Score -384438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -384439.281250 Penalty: 4162.922852
	Iteration 61Q: 3 clusters Score -384439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -384438.968750 Penalty: 4162.922852
	Iteration 62Q: 3 clusters Score -384439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -384440.281250 Penalty: 4162.922852
	Iteration 63Q: 3 clusters Score -384440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -384439.937500 Penalty: 4162.922852
	Iteration 64Q: 3 clusters Score -384439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -384442.156250 Penalty: 4162.922852
	Iteration 65Q: 3 clusters Score -384442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -384443.562500 Penalty: 4162.922852
	Iteration 66Q: 3 clusters Score -384443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -384446.312500 Penalty: 4162.922852
	Iteration 67Q: 3 clusters Score -384446.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -384448.718750 Penalty: 4162.922852
	Iteration 68Q: 3 clusters Score -384448.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -384452.375000 Penalty: 4162.922852
	Iteration 69Q: 3 clusters Score -384452.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -384457.187500 Penalty: 4162.922852
	Iteration 70Q: 3 clusters Score -384457.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -384461.562500 Penalty: 4162.922852
	Iteration 71Q: 3 clusters Score -384461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -384464.062500 Penalty: 4162.922852
	Iteration 72Q: 3 clusters Score -384464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -384466.062500 Penalty: 4162.922852
	Iteration 73Q: 3 clusters Score -384466.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -384468.406250 Penalty: 4162.922852
	Iteration 74Q: 3 clusters Score -384468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -384469.843750 Penalty: 4162.922852
	Iteration 75Q: 3 clusters Score -384469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -384471.437500 Penalty: 4162.922852
	Iteration 76Q: 3 clusters Score -384471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -384473.406250 Penalty: 4162.922852
	Iteration 77Q: 3 clusters Score -384473.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -384476.125000 Penalty: 4162.922852
	Iteration 78Q: 3 clusters Score -384476.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -384478.625000 Penalty: 4162.922852
	Iteration 79Q: 3 clusters Score -384478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -384479.437500 Penalty: 4162.922852
	Iteration 80F: 3 clusters Score -384479.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -384480.718750 Penalty: 4162.922852
	Iteration 81Q: 3 clusters Score -384480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -384480.843750 Penalty: 4162.922852
	Iteration 82Q: 3 clusters Score -384480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -384480.750000 Penalty: 4162.922852
	Iteration 83Q: 3 clusters Score -384480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -384481.906250 Penalty: 4162.922852
	Iteration 84Q: 3 clusters Score -384481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -384482.218750 Penalty: 4162.922852
	Iteration 85Q: 3 clusters Score -384482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -384483.656250 Penalty: 4162.922852
	Iteration 86Q: 3 clusters Score -384483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -384484.343750 Penalty: 4162.922852
	Iteration 87Q: 3 clusters Score -384484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -384485.187500 Penalty: 4162.922852
	Iteration 88Q: 3 clusters Score -384485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -384485.187500 Penalty: 4162.922852
	Iteration 89F: 3 clusters Score -384485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Entering Unmasked Estep 
Score: -405229.843750 Penalty: 2113.993896
	Iteration 0F: 2 clusters Score -405229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -400672.968750 Penalty: 4227.987793
	Iteration 0F: 3 clusters Score -400673 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -401743.781250 Penalty: 4227.987793
	Iteration 1F: 3 clusters Score -401743.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -401979.156250 Penalty: 4227.987793
	Iteration 2F: 3 clusters Score -401979.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -402124.875000 Penalty: 4227.987793
	Iteration 3F: 3 clusters Score -402124.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -402225.625000 Penalty: 4227.987793
	Iteration 4Q: 3 clusters Score -402225.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -402285.906250 Penalty: 4227.987793
	Iteration 5Q: 3 clusters Score -402285.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -402339.843750 Penalty: 4227.987793
	Iteration 6Q: 3 clusters Score -402339.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -402373.375000 Penalty: 4227.987793
	Iteration 7Q: 3 clusters Score -402373.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -402414.000000 Penalty: 4227.987793
	Iteration 8Q: 3 clusters Score -402414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -402460.500000 Penalty: 4227.987793
	Iteration 9Q: 3 clusters Score -402460.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -402498.031250 Penalty: 4227.987793
	Iteration 10Q: 3 clusters Score -402498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -402540.062500 Penalty: 4227.987793
	Iteration 11Q: 3 clusters Score -402540.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -402582.500000 Penalty: 4227.987793
	Iteration 12Q: 3 clusters Score -402582.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -402621.468750 Penalty: 4227.987793
	Iteration 13Q: 3 clusters Score -402621.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -402653.875000 Penalty: 4227.987793
	Iteration 14Q: 3 clusters Score -402653.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -402691.937500 Penalty: 4227.987793
	Iteration 15Q: 3 clusters Score -402691.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -402729.875000 Penalty: 4227.987793
	Iteration 16Q: 3 clusters Score -402729.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -402769.187500 Penalty: 4227.987793
	Iteration 17Q: 3 clusters Score -402769.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -402812.500000 Penalty: 4227.987793
	Iteration 18Q: 3 clusters Score -402812.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -402855.000000 Penalty: 4227.987793
	Iteration 19Q: 3 clusters Score -402855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -402890.218750 Penalty: 4227.987793
	Iteration 20F: 3 clusters Score -402890.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -402922.343750 Penalty: 4227.987793
	Iteration 21Q: 3 clusters Score -402922.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -402944.937500 Penalty: 4227.987793
	Iteration 22Q: 3 clusters Score -402944.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -402959.468750 Penalty: 4227.987793
	Iteration 23Q: 3 clusters Score -402959.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -402973.468750 Penalty: 4227.987793
	Iteration 24Q: 3 clusters Score -402973.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -402979.718750 Penalty: 4227.987793
	Iteration 25Q: 3 clusters Score -402979.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -402983.531250 Penalty: 4227.987793
	Iteration 26Q: 3 clusters Score -402983.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -402988.343750 Penalty: 4227.987793
	Iteration 27Q: 3 clusters Score -402988.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -402996.125000 Penalty: 4227.987793
	Iteration 28Q: 3 clusters Score -402996.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -403004.250000 Penalty: 4227.987793
	Iteration 29Q: 3 clusters Score -403004.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -403011.000000 Penalty: 4227.987793
	Iteration 30Q: 3 clusters Score -403011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -403017.406250 Penalty: 4227.987793
	Iteration 31Q: 3 clusters Score -403017.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -403025.375000 Penalty: 4227.987793
	Iteration 32Q: 3 clusters Score -403025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -403030.375000 Penalty: 4227.987793
	Iteration 33Q: 3 clusters Score -403030.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -403036.343750 Penalty: 4227.987793
	Iteration 34Q: 3 clusters Score -403036.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -403041.187500 Penalty: 4227.987793
	Iteration 35Q: 3 clusters Score -403041.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -403046.250000 Penalty: 4227.987793
	Iteration 36Q: 3 clusters Score -403046.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -403050.437500 Penalty: 4227.987793
	Iteration 37Q: 3 clusters Score -403050.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -403055.125000 Penalty: 4227.987793
	Iteration 38Q: 3 clusters Score -403055.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -403061.156250 Penalty: 4227.987793
	Iteration 39Q: 3 clusters Score -403061.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -403065.843750 Penalty: 4227.987793
	Iteration 40F: 3 clusters Score -403065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -403070.125000 Penalty: 4227.987793
	Iteration 41Q: 3 clusters Score -403070.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -403072.812500 Penalty: 4227.987793
	Iteration 42Q: 3 clusters Score -403072.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -403074.125000 Penalty: 4227.987793
	Iteration 43Q: 3 clusters Score -403074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -403077.406250 Penalty: 4227.987793
	Iteration 44Q: 3 clusters Score -403077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -403079.781250 Penalty: 4227.987793
	Iteration 45Q: 3 clusters Score -403079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -403083.750000 Penalty: 4227.987793
	Iteration 46Q: 3 clusters Score -403083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -403088.156250 Penalty: 4227.987793
	Iteration 47Q: 3 clusters Score -403088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -403094.562500 Penalty: 4227.987793
	Iteration 48Q: 3 clusters Score -403094.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -403100.843750 Penalty: 4227.987793
	Iteration 49Q: 3 clusters Score -403100.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -403103.687500 Penalty: 4227.987793
	Iteration 50Q: 3 clusters Score -403103.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -403108.468750 Penalty: 4227.987793
	Iteration 51Q: 3 clusters Score -403108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -403109.812500 Penalty: 4227.987793
	Iteration 52Q: 3 clusters Score -403109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -403110.500000 Penalty: 4227.987793
	Iteration 53Q: 3 clusters Score -403110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -403110.812500 Penalty: 4227.987793
	Iteration 54Q: 3 clusters Score -403110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -403113.343750 Penalty: 4227.987793
	Iteration 55Q: 3 clusters Score -403113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -403113.468750 Penalty: 4227.987793
	Iteration 56Q: 3 clusters Score -403113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -403115.562500 Penalty: 4227.987793
	Iteration 57Q: 3 clusters Score -403115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -403116.406250 Penalty: 4227.987793
	Iteration 58Q: 3 clusters Score -403116.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -403119.281250 Penalty: 4227.987793
	Iteration 59Q: 3 clusters Score -403119.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -403122.625000 Penalty: 4227.987793
	Iteration 60F: 3 clusters Score -403122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -403125.937500 Penalty: 4227.987793
	Iteration 61Q: 3 clusters Score -403125.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -403132.437500 Penalty: 4227.987793
	Iteration 62Q: 3 clusters Score -403132.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -403136.593750 Penalty: 4227.987793
	Iteration 63Q: 3 clusters Score -403136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -403139.187500 Penalty: 4227.987793
	Iteration 64Q: 3 clusters Score -403139.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -403143.937500 Penalty: 4227.987793
	Iteration 65Q: 3 clusters Score -403143.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -403149.468750 Penalty: 4227.987793
	Iteration 66Q: 3 clusters Score -403149.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -403156.218750 Penalty: 4227.987793
	Iteration 67Q: 3 clusters Score -403156.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -403164.968750 Penalty: 4227.987793
	Iteration 68Q: 3 clusters Score -403165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -403172.968750 Penalty: 4227.987793
	Iteration 69Q: 3 clusters Score -403173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -403182.656250 Penalty: 4227.987793
	Iteration 70Q: 3 clusters Score -403182.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -403191.625000 Penalty: 4227.987793
	Iteration 71Q: 3 clusters Score -403191.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -403199.593750 Penalty: 4227.987793
	Iteration 72Q: 3 clusters Score -403199.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -403204.843750 Penalty: 4227.987793
	Iteration 73Q: 3 clusters Score -403204.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -403211.531250 Penalty: 4227.987793
	Iteration 74Q: 3 clusters Score -403211.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -403223.281250 Penalty: 4227.987793
	Iteration 75Q: 3 clusters Score -403223.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -403236.531250 Penalty: 4227.987793
	Iteration 76Q: 3 clusters Score -403236.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -403246.218750 Penalty: 4227.987793
	Iteration 77Q: 3 clusters Score -403246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -403252.718750 Penalty: 4227.987793
	Iteration 78Q: 3 clusters Score -403252.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -403256.750000 Penalty: 4227.987793
	Iteration 79Q: 3 clusters Score -403256.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -403261.531250 Penalty: 4227.987793
	Iteration 80F: 3 clusters Score -403261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -403264.625000 Penalty: 4227.987793
	Iteration 81Q: 3 clusters Score -403264.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -403268.406250 Penalty: 4227.987793
	Iteration 82Q: 3 clusters Score -403268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -403272.250000 Penalty: 4227.987793
	Iteration 83Q: 3 clusters Score -403272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -403275.062500 Penalty: 4227.987793
	Iteration 84Q: 3 clusters Score -403275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -403278.281250 Penalty: 4227.987793
	Iteration 85Q: 3 clusters Score -403278.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -403283.906250 Penalty: 4227.987793
	Iteration 86Q: 3 clusters Score -403283.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -403290.031250 Penalty: 4227.987793
	Iteration 87Q: 3 clusters Score -403290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -403297.781250 Penalty: 4227.987793
	Iteration 88Q: 3 clusters Score -403297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -403306.093750 Penalty: 4227.987793
	Iteration 89Q: 3 clusters Score -403306.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -403309.625000 Penalty: 4227.987793
	Iteration 90Q: 3 clusters Score -403309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -403314.093750 Penalty: 4227.987793
	Iteration 91Q: 3 clusters Score -403314.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -403315.468750 Penalty: 4227.987793
	Iteration 92Q: 3 clusters Score -403315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -403316.625000 Penalty: 4227.987793
	Iteration 93Q: 3 clusters Score -403316.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -403319.843750 Penalty: 4227.987793
	Iteration 94Q: 3 clusters Score -403319.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -403324.125000 Penalty: 4227.987793
	Iteration 95Q: 3 clusters Score -403324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -403326.375000 Penalty: 4227.987793
	Iteration 96Q: 3 clusters Score -403326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -403329.437500 Penalty: 4227.987793
	Iteration 97Q: 3 clusters Score -403329.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -403334.437500 Penalty: 4227.987793
	Iteration 98Q: 3 clusters Score -403334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -403340.187500 Penalty: 4227.987793
	Iteration 99Q: 3 clusters Score -403340.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -403344.750000 Penalty: 4227.987793
	Iteration 100F: 3 clusters Score -403344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -403350.593750 Penalty: 4227.987793
	Iteration 101Q: 3 clusters Score -403350.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -403356.687500 Penalty: 4227.987793
	Iteration 102Q: 3 clusters Score -403356.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -403362.750000 Penalty: 4227.987793
	Iteration 103Q: 3 clusters Score -403362.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -403368.656250 Penalty: 4227.987793
	Iteration 104Q: 3 clusters Score -403368.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -403374.062500 Penalty: 4227.987793
	Iteration 105Q: 3 clusters Score -403374.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -403381.062500 Penalty: 4227.987793
	Iteration 106Q: 3 clusters Score -403381.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -403387.218750 Penalty: 4227.987793
	Iteration 107Q: 3 clusters Score -403387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -403390.625000 Penalty: 4227.987793
	Iteration 108Q: 3 clusters Score -403390.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -403395.531250 Penalty: 4227.987793
	Iteration 109Q: 3 clusters Score -403395.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -403399.156250 Penalty: 4227.987793
	Iteration 110Q: 3 clusters Score -403399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -403401.562500 Penalty: 4227.987793
	Iteration 111Q: 3 clusters Score -403401.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -403404.625000 Penalty: 4227.987793
	Iteration 112Q: 3 clusters Score -403404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -403404.968750 Penalty: 4227.987793
	Iteration 113Q: 3 clusters Score -403405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -403405.093750 Penalty: 4227.987793
	Iteration 114Q: 3 clusters Score -403405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -403405.281250 Penalty: 4227.987793
	Iteration 115Q: 3 clusters Score -403405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -403406.593750 Penalty: 4227.987793
	Iteration 116Q: 3 clusters Score -403406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -403406.906250 Penalty: 4227.987793
	Iteration 117Q: 3 clusters Score -403406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -403407.000000 Penalty: 4227.987793
	Iteration 118Q: 3 clusters Score -403407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -403406.812500 Penalty: 4227.987793
	Iteration 119Q: 3 clusters Score -403406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -403407.812500 Penalty: 4227.987793
	Iteration 120F: 3 clusters Score -403407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -403408.218750 Penalty: 4227.987793
	Iteration 121Q: 3 clusters Score -403408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -403408.375000 Penalty: 4227.987793
	Iteration 122Q: 3 clusters Score -403408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -403409.093750 Penalty: 4227.987793
	Iteration 123Q: 3 clusters Score -403409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -403409.250000 Penalty: 4227.987793
	Iteration 124Q: 3 clusters Score -403409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -403409.250000 Penalty: 4227.987793
	Iteration 125F: 3 clusters Score -403409.2 nChanged 0
--- Evaluating fit on full set of 1395505 points ---
Entering Unmasked Estep 
Score: -114695240.000000 Penalty: 108775.718750
20->32 Clusters: Score -114695240.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 465168 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 23011 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 23217 members 
Mstep: Class 5 contains 23409 members 
Mstep: Class 6 contains 23248 members 
Mstep: Class 7 contains 23284 members 
Mstep: Class 8 contains 23266 members 
Mstep: Class 9 contains 22967 members 
Mstep: Class 10 contains 23401 members 
Mstep: Class 11 contains 23201 members 
Mstep: Class 12 contains 23309 members 
Mstep: Class 13 contains 23222 members 
Mstep: Class 14 contains 23307 members 
Mstep: Class 15 contains 23173 members 
Mstep: Class 16 contains 23201 members 
Mstep: Class 17 contains 23243 members 
Mstep: Class 18 contains 23387 members 
Mstep: Class 19 contains 23053 members 
Mstep: Class 20 contains 23488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 722.304260 but Gain 3236.437500
Score: -35640000.000000 Penalty: 61492.324219
Iteration 0F: 20 clusters Score -3.564e+07 nChanged 437518
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 20272 members 
Mstep: Class 3 contains 19726 members 
Mstep: Class 4 contains 22056 members 
Mstep: Class 5 contains 25217 members 
Mstep: Class 6 contains 20569 members 
Mstep: Class 7 contains 16212 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 10 contains 51125 members 
Mstep: Class 11 contains 17948 members 
Mstep: Class 12 contains 12483 members 
Mstep: Class 13 contains 36009 members 
Mstep: Class 14 contains 20462 members 
Mstep: Class 15 contains 31352 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 49494 members 
Mstep: Class 18 contains 16469 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 23064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36832068.000000 Penalty: 61492.324219
Iteration 1F: 20 clusters Score -3.683207e+07 nChanged 186389
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 17494 members 
Mstep: Class 3 contains 22365 members 
Mstep: Class 4 contains 22096 members 
Mstep: Class 5 contains 30710 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 12880 members 
Mstep: Class 8 contains 18276 members 
Mstep: Class 10 contains 49522 members 
Mstep: Class 11 contains 13996 members 
Mstep: Class 12 contains 7502 members 
Mstep: Class 13 contains 33594 members 
Mstep: Class 14 contains 15855 members 
Mstep: Class 15 contains 52771 members 
Mstep: Class 16 contains 16403 members 
Mstep: Class 17 contains 54943 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 19454 members 
Mstep: Class 20 contains 19795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37311344.000000 Penalty: 61492.324219
Iteration 2F: 20 clusters Score -3.731134e+07 nChanged 143285
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 16450 members 
Mstep: Class 3 contains 22397 members 
Mstep: Class 4 contains 17017 members 
Mstep: Class 5 contains 27041 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 14083 members 
Mstep: Class 8 contains 13226 members 
Mstep: Class 10 contains 49734 members 
Mstep: Class 11 contains 12567 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 32864 members 
Mstep: Class 14 contains 11557 members 
Mstep: Class 15 contains 75408 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 66504 members 
Mstep: Class 18 contains 9402 members 
Mstep: Class 19 contains 18319 members 
Mstep: Class 20 contains 14737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37579176.000000 Penalty: 61492.324219
Iteration 3F: 20 clusters Score -3.757918e+07 nChanged 100653
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 16856 members 
Mstep: Class 3 contains 21459 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 17830 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 14807 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 10 contains 51088 members 
Mstep: Class 11 contains 15109 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 13 contains 33491 members 
Mstep: Class 14 contains 9536 members 
Mstep: Class 15 contains 91837 members 
Mstep: Class 16 contains 16495 members 
Mstep: Class 17 contains 73343 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 16279 members 
Mstep: Class 20 contains 11769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37721588.000000 Penalty: 61492.324219
Iteration 4F: 20 clusters Score -3.772159e+07 nChanged 72940
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 18216 members 
Mstep: Class 3 contains 19061 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 10038 members 
Mstep: Class 6 contains 4931 members 
Mstep: Class 7 contains 14405 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 10 contains 51508 members 
Mstep: Class 11 contains 19568 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 34716 members 
Mstep: Class 14 contains 9449 members 
Mstep: Class 15 contains 104790 members 
Mstep: Class 16 contains 16986 members 
Mstep: Class 17 contains 72847 members 
Mstep: Class 18 contains 11631 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 10135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37811024.000000 Penalty: 61492.324219
Iteration 5F: 20 clusters Score -3.781102e+07 nChanged 55631
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 19718 members 
Mstep: Class 3 contains 14990 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 13824 members 
Mstep: Class 8 contains 7615 members 
Mstep: Class 10 contains 50808 members 
Mstep: Class 11 contains 23449 members 
Mstep: Class 12 contains 5398 members 
Mstep: Class 13 contains 35086 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 116732 members 
Mstep: Class 16 contains 17386 members 
Mstep: Class 17 contains 69520 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 12461 members 
Mstep: Class 20 contains 8914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37870396.000000 Penalty: 61492.324219
Iteration 6F: 20 clusters Score -3.78704e+07 nChanged 42267
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 21037 members 
Mstep: Class 3 contains 11072 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 6 contains 4411 members 
Mstep: Class 7 contains 13268 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 10 contains 49426 members 
Mstep: Class 11 contains 26655 members 
Mstep: Class 12 contains 5040 members 
Mstep: Class 13 contains 34435 members 
Mstep: Class 14 contains 11991 members 
Mstep: Class 15 contains 126915 members 
Mstep: Class 16 contains 17337 members 
Mstep: Class 17 contains 65826 members 
Mstep: Class 18 contains 11547 members 
Mstep: Class 19 contains 11041 members 
Mstep: Class 20 contains 7676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2283.166992 but Gain 3236.437500
Score: -37910868.000000 Penalty: 58255.886719
Iteration 7F: 19 clusters Score -3.791087e+07 nChanged 32958
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 22110 members 
Mstep: Class 3 contains 8137 members 
Mstep: Class 4 contains 2318 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 12962 members 
Mstep: Class 8 contains 9107 members 
Mstep: Class 10 contains 47755 members 
Mstep: Class 11 contains 29869 members 
Mstep: Class 12 contains 4636 members 
Mstep: Class 13 contains 33602 members 
Mstep: Class 14 contains 12915 members 
Mstep: Class 15 contains 135383 members 
Mstep: Class 16 contains 16984 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 11397 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 6639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2373.802979 but Gain 3236.437500
Score: -37939192.000000 Penalty: 55019.449219
Iteration 8F: 18 clusters Score -3.793919e+07 nChanged 24908
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 22770 members 
Mstep: Class 3 contains 5969 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 9898 members 
Mstep: Class 10 contains 46050 members 
Mstep: Class 11 contains 33422 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 32864 members 
Mstep: Class 14 contains 13454 members 
Mstep: Class 15 contains 141123 members 
Mstep: Class 16 contains 16613 members 
Mstep: Class 17 contains 60463 members 
Mstep: Class 18 contains 11061 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 6164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37958620.000000 Penalty: 55019.449219
Iteration 9F: 18 clusters Score -3.795862e+07 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 23075 members 
Mstep: Class 3 contains 4527 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 12466 members 
Mstep: Class 8 contains 10640 members 
Mstep: Class 10 contains 44224 members 
Mstep: Class 11 contains 36028 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 31615 members 
Mstep: Class 14 contains 13656 members 
Mstep: Class 15 contains 144724 members 
Mstep: Class 16 contains 16175 members 
Mstep: Class 17 contains 58827 members 
Mstep: Class 18 contains 10769 members 
Mstep: Class 19 contains 9148 members 
Mstep: Class 20 contains 6777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37971100.000000 Penalty: 55019.449219
Iteration 10Q: 18 clusters Score -3.79711e+07 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 23092 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 6 contains 5041 members 
Mstep: Class 7 contains 12244 members 
Mstep: Class 8 contains 11397 members 
Mstep: Class 10 contains 42713 members 
Mstep: Class 11 contains 38252 members 
Mstep: Class 12 contains 3837 members 
Mstep: Class 13 contains 29717 members 
Mstep: Class 14 contains 13695 members 
Mstep: Class 15 contains 147127 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 57664 members 
Mstep: Class 18 contains 10588 members 
Mstep: Class 19 contains 8903 members 
Mstep: Class 20 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37981640.000000 Penalty: 55019.449219
Iteration 11Q: 18 clusters Score -3.798164e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 22740 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 12055 members 
Mstep: Class 8 contains 12396 members 
Mstep: Class 10 contains 41486 members 
Mstep: Class 11 contains 40169 members 
Mstep: Class 12 contains 3705 members 
Mstep: Class 13 contains 27302 members 
Mstep: Class 14 contains 13597 members 
Mstep: Class 15 contains 148790 members 
Mstep: Class 16 contains 15538 members 
Mstep: Class 17 contains 56726 members 
Mstep: Class 18 contains 10519 members 
Mstep: Class 19 contains 8736 members 
Mstep: Class 20 contains 10081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37991204.000000 Penalty: 55019.449219
Iteration 12Q: 18 clusters Score -3.79912e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 22113 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 11825 members 
Mstep: Class 8 contains 13665 members 
Mstep: Class 10 contains 40574 members 
Mstep: Class 11 contains 41783 members 
Mstep: Class 12 contains 3626 members 
Mstep: Class 13 contains 25424 members 
Mstep: Class 14 contains 13420 members 
Mstep: Class 15 contains 149844 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 55734 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 8677 members 
Mstep: Class 20 contains 11367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37999352.000000 Penalty: 55019.449219
Iteration 13Q: 18 clusters Score -3.799935e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 21643 members 
Mstep: Class 3 contains 2677 members 
Mstep: Class 6 contains 5852 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 14964 members 
Mstep: Class 10 contains 39741 members 
Mstep: Class 11 contains 43087 members 
Mstep: Class 12 contains 3609 members 
Mstep: Class 13 contains 24168 members 
Mstep: Class 14 contains 13255 members 
Mstep: Class 15 contains 150548 members 
Mstep: Class 16 contains 15239 members 
Mstep: Class 17 contains 54776 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 11854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38007768.000000 Penalty: 55019.449219
Iteration 14Q: 18 clusters Score -3.800777e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 21772 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 6 contains 6174 members 
Mstep: Class 7 contains 11264 members 
Mstep: Class 8 contains 15882 members 
Mstep: Class 10 contains 38916 members 
Mstep: Class 11 contains 44187 members 
Mstep: Class 12 contains 3592 members 
Mstep: Class 13 contains 23167 members 
Mstep: Class 14 contains 13075 members 
Mstep: Class 15 contains 151035 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 53744 members 
Mstep: Class 18 contains 10563 members 
Mstep: Class 19 contains 8844 members 
Mstep: Class 20 contains 12072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38014164.000000 Penalty: 55019.449219
Iteration 15Q: 18 clusters Score -3.801416e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 22187 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 6 contains 6557 members 
Mstep: Class 7 contains 10948 members 
Mstep: Class 8 contains 16437 members 
Mstep: Class 10 contains 37896 members 
Mstep: Class 11 contains 45039 members 
Mstep: Class 12 contains 3591 members 
Mstep: Class 13 contains 22585 members 
Mstep: Class 14 contains 12890 members 
Mstep: Class 15 contains 151373 members 
Mstep: Class 16 contains 15160 members 
Mstep: Class 17 contains 52900 members 
Mstep: Class 18 contains 10640 members 
Mstep: Class 19 contains 9027 members 
Mstep: Class 20 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38017852.000000 Penalty: 55019.449219
Iteration 16Q: 18 clusters Score -3.801785e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 22598 members 
Mstep: Class 3 contains 2571 members 
Mstep: Class 6 contains 7001 members 
Mstep: Class 7 contains 10656 members 
Mstep: Class 8 contains 16788 members 
Mstep: Class 10 contains 36695 members 
Mstep: Class 11 contains 45762 members 
Mstep: Class 12 contains 3627 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 12700 members 
Mstep: Class 15 contains 151679 members 
Mstep: Class 16 contains 15150 members 
Mstep: Class 17 contains 52246 members 
Mstep: Class 18 contains 10683 members 
Mstep: Class 19 contains 9231 members 
Mstep: Class 20 contains 12211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38019660.000000 Penalty: 55019.449219
Iteration 17Q: 18 clusters Score -3.801966e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 22957 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 10426 members 
Mstep: Class 8 contains 17037 members 
Mstep: Class 10 contains 35521 members 
Mstep: Class 11 contains 46407 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 22016 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 151899 members 
Mstep: Class 16 contains 15138 members 
Mstep: Class 17 contains 51579 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 20 contains 12239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38021424.000000 Penalty: 55019.449219
Iteration 18Q: 18 clusters Score -3.802142e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 23287 members 
Mstep: Class 3 contains 2671 members 
Mstep: Class 6 contains 8370 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 17212 members 
Mstep: Class 10 contains 34431 members 
Mstep: Class 11 contains 46978 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 21800 members 
Mstep: Class 14 contains 12378 members 
Mstep: Class 15 contains 152080 members 
Mstep: Class 16 contains 15131 members 
Mstep: Class 17 contains 50733 members 
Mstep: Class 18 contains 10776 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 12257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38023284.000000 Penalty: 55019.449219
Iteration 19Q: 18 clusters Score -3.802328e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 23548 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 10020 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 10 contains 33448 members 
Mstep: Class 11 contains 47534 members 
Mstep: Class 12 contains 3763 members 
Mstep: Class 13 contains 21619 members 
Mstep: Class 14 contains 12202 members 
Mstep: Class 15 contains 152275 members 
Mstep: Class 16 contains 15138 members 
Mstep: Class 17 contains 49508 members 
Mstep: Class 18 contains 10814 members 
Mstep: Class 19 contains 9697 members 
Mstep: Class 20 contains 12267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38026060.000000 Penalty: 55019.449219
Iteration 20F: 18 clusters Score -3.802606e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 23836 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 6 contains 11290 members 
Mstep: Class 7 contains 9756 members 
Mstep: Class 8 contains 17440 members 
Mstep: Class 10 contains 32546 members 
Mstep: Class 11 contains 48092 members 
Mstep: Class 12 contains 3846 members 
Mstep: Class 13 contains 21435 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 152483 members 
Mstep: Class 16 contains 15136 members 
Mstep: Class 17 contains 47744 members 
Mstep: Class 18 contains 10818 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 12314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38030004.000000 Penalty: 55019.449219
Iteration 21Q: 18 clusters Score -3.803e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 24090 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 6 contains 13672 members 
Mstep: Class 7 contains 9519 members 
Mstep: Class 8 contains 17518 members 
Mstep: Class 10 contains 31671 members 
Mstep: Class 11 contains 48578 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 21216 members 
Mstep: Class 14 contains 11864 members 
Mstep: Class 15 contains 152711 members 
Mstep: Class 16 contains 15138 members 
Mstep: Class 17 contains 45399 members 
Mstep: Class 18 contains 10798 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 12333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38035208.000000 Penalty: 55019.449219
Iteration 22Q: 18 clusters Score -3.803521e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 6 contains 16324 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 17569 members 
Mstep: Class 10 contains 30863 members 
Mstep: Class 11 contains 48961 members 
Mstep: Class 12 contains 4052 members 
Mstep: Class 13 contains 20967 members 
Mstep: Class 14 contains 11724 members 
Mstep: Class 15 contains 152950 members 
Mstep: Class 16 contains 15136 members 
Mstep: Class 17 contains 42908 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 10174 members 
Mstep: Class 20 contains 12335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38041636.000000 Penalty: 55019.449219
Iteration 23Q: 18 clusters Score -3.804164e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 24395 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 6 contains 18734 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 17612 members 
Mstep: Class 10 contains 30058 members 
Mstep: Class 11 contains 49342 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 20650 members 
Mstep: Class 14 contains 11578 members 
Mstep: Class 15 contains 153216 members 
Mstep: Class 16 contains 15123 members 
Mstep: Class 17 contains 40806 members 
Mstep: Class 18 contains 10817 members 
Mstep: Class 19 contains 10367 members 
Mstep: Class 20 contains 12342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38047112.000000 Penalty: 55019.449219
Iteration 24Q: 18 clusters Score -3.804711e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 24388 members 
Mstep: Class 3 contains 3209 members 
Mstep: Class 6 contains 20477 members 
Mstep: Class 7 contains 8711 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 10 contains 29334 members 
Mstep: Class 11 contains 49704 members 
Mstep: Class 12 contains 4341 members 
Mstep: Class 13 contains 20285 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 153546 members 
Mstep: Class 16 contains 15120 members 
Mstep: Class 17 contains 39480 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 12344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38050452.000000 Penalty: 55019.449219
Iteration 25Q: 18 clusters Score -3.805045e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 24283 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 6 contains 21557 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 17712 members 
Mstep: Class 10 contains 28754 members 
Mstep: Class 11 contains 50022 members 
Mstep: Class 12 contains 4527 members 
Mstep: Class 13 contains 19915 members 
Mstep: Class 14 contains 11311 members 
Mstep: Class 15 contains 153842 members 
Mstep: Class 16 contains 15128 members 
Mstep: Class 17 contains 38787 members 
Mstep: Class 18 contains 10822 members 
Mstep: Class 19 contains 10745 members 
Mstep: Class 20 contains 12358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38052760.000000 Penalty: 55019.449219
Iteration 26Q: 18 clusters Score -3.805276e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 24140 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 6 contains 22358 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 17745 members 
Mstep: Class 10 contains 28277 members 
Mstep: Class 11 contains 50349 members 
Mstep: Class 12 contains 4705 members 
Mstep: Class 13 contains 19523 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 154138 members 
Mstep: Class 16 contains 15135 members 
Mstep: Class 17 contains 38311 members 
Mstep: Class 18 contains 10842 members 
Mstep: Class 19 contains 10932 members 
Mstep: Class 20 contains 12370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38054584.000000 Penalty: 55019.449219
Iteration 27Q: 18 clusters Score -3.805458e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 23999 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 6 contains 22947 members 
Mstep: Class 7 contains 7781 members 
Mstep: Class 8 contains 17775 members 
Mstep: Class 10 contains 27883 members 
Mstep: Class 11 contains 50689 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 19124 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 154420 members 
Mstep: Class 16 contains 15144 members 
Mstep: Class 17 contains 37969 members 
Mstep: Class 18 contains 10802 members 
Mstep: Class 19 contains 11085 members 
Mstep: Class 20 contains 12389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38056344.000000 Penalty: 55019.449219
Iteration 28Q: 18 clusters Score -3.805634e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 23870 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 6 contains 23420 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 17796 members 
Mstep: Class 10 contains 27580 members 
Mstep: Class 11 contains 51015 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 18722 members 
Mstep: Class 14 contains 11103 members 
Mstep: Class 15 contains 154673 members 
Mstep: Class 16 contains 15161 members 
Mstep: Class 17 contains 37673 members 
Mstep: Class 18 contains 10781 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 12403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38057728.000000 Penalty: 55019.449219
Iteration 29Q: 18 clusters Score -3.805773e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 23764 members 
Mstep: Class 3 contains 3612 members 
Mstep: Class 6 contains 23829 members 
Mstep: Class 7 contains 7411 members 
Mstep: Class 8 contains 17814 members 
Mstep: Class 10 contains 27325 members 
Mstep: Class 11 contains 51318 members 
Mstep: Class 12 contains 4989 members 
Mstep: Class 13 contains 18389 members 
Mstep: Class 14 contains 11076 members 
Mstep: Class 15 contains 154806 members 
Mstep: Class 16 contains 15218 members 
Mstep: Class 17 contains 37406 members 
Mstep: Class 18 contains 10761 members 
Mstep: Class 19 contains 11343 members 
Mstep: Class 20 contains 12417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38058608.000000 Penalty: 55019.449219
Iteration 30Q: 18 clusters Score -3.805861e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 23665 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 6 contains 24178 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 17832 members 
Mstep: Class 10 contains 27099 members 
Mstep: Class 11 contains 51623 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 13 contains 18115 members 
Mstep: Class 14 contains 11090 members 
Mstep: Class 15 contains 154840 members 
Mstep: Class 16 contains 15264 members 
Mstep: Class 17 contains 37171 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 12432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38059092.000000 Penalty: 55019.449219
Iteration 31Q: 18 clusters Score -3.805909e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 23605 members 
Mstep: Class 3 contains 3706 members 
Mstep: Class 6 contains 24435 members 
Mstep: Class 7 contains 7190 members 
Mstep: Class 8 contains 17844 members 
Mstep: Class 10 contains 26939 members 
Mstep: Class 11 contains 51926 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 13 contains 17914 members 
Mstep: Class 14 contains 11102 members 
Mstep: Class 15 contains 154778 members 
Mstep: Class 16 contains 15305 members 
Mstep: Class 17 contains 36979 members 
Mstep: Class 18 contains 10810 members 
Mstep: Class 19 contains 11514 members 
Mstep: Class 20 contains 12441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38059792.000000 Penalty: 55019.449219
Iteration 32Q: 18 clusters Score -3.805979e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 23565 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 6 contains 24603 members 
Mstep: Class 7 contains 7091 members 
Mstep: Class 8 contains 17859 members 
Mstep: Class 10 contains 26806 members 
Mstep: Class 11 contains 52182 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 13 contains 17765 members 
Mstep: Class 14 contains 11171 members 
Mstep: Class 15 contains 154652 members 
Mstep: Class 16 contains 15345 members 
Mstep: Class 17 contains 36843 members 
Mstep: Class 18 contains 10838 members 
Mstep: Class 19 contains 11586 members 
Mstep: Class 20 contains 12444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38060260.000000 Penalty: 55019.449219
Iteration 33Q: 18 clusters Score -3.806026e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 23524 members 
Mstep: Class 3 contains 3783 members 
Mstep: Class 6 contains 24738 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 17879 members 
Mstep: Class 10 contains 26683 members 
Mstep: Class 11 contains 52419 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 17680 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 154478 members 
Mstep: Class 16 contains 15387 members 
Mstep: Class 17 contains 36726 members 
Mstep: Class 18 contains 10844 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 12443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38060484.000000 Penalty: 55019.449219
Iteration 34Q: 18 clusters Score -3.806048e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 23496 members 
Mstep: Class 3 contains 3823 members 
Mstep: Class 6 contains 24829 members 
Mstep: Class 7 contains 6919 members 
Mstep: Class 8 contains 17896 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 52614 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 17613 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 154277 members 
Mstep: Class 16 contains 15414 members 
Mstep: Class 17 contains 36637 members 
Mstep: Class 18 contains 10838 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 20 contains 12437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38060932.000000 Penalty: 55019.449219
Iteration 35Q: 18 clusters Score -3.806093e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 23475 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 6 contains 24901 members 
Mstep: Class 7 contains 6840 members 
Mstep: Class 8 contains 17910 members 
Mstep: Class 10 contains 26460 members 
Mstep: Class 11 contains 52821 members 
Mstep: Class 12 contains 4957 members 
Mstep: Class 13 contains 17554 members 
Mstep: Class 14 contains 11684 members 
Mstep: Class 15 contains 153999 members 
Mstep: Class 16 contains 15441 members 
Mstep: Class 17 contains 36572 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 11790 members 
Mstep: Class 20 contains 12432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38061204.000000 Penalty: 55019.449219
Iteration 36Q: 18 clusters Score -3.80612e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 23463 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 6 contains 24958 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17923 members 
Mstep: Class 10 contains 26342 members 
Mstep: Class 11 contains 53036 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 17497 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 153598 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 36511 members 
Mstep: Class 18 contains 10786 members 
Mstep: Class 19 contains 11865 members 
Mstep: Class 20 contains 12433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38061676.000000 Penalty: 55019.449219
Iteration 37Q: 18 clusters Score -3.806168e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 23454 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 6 contains 25004 members 
Mstep: Class 7 contains 6718 members 
Mstep: Class 8 contains 17935 members 
Mstep: Class 10 contains 26244 members 
Mstep: Class 11 contains 53252 members 
Mstep: Class 12 contains 4908 members 
Mstep: Class 13 contains 17461 members 
Mstep: Class 14 contains 12336 members 
Mstep: Class 15 contains 153182 members 
Mstep: Class 16 contains 15494 members 
Mstep: Class 17 contains 36466 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 11956 members 
Mstep: Class 20 contains 12429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38061916.000000 Penalty: 55019.449219
Iteration 38Q: 18 clusters Score -3.806192e+07 nChanged 1289
Entering ConstructFrom: 
Score: -38061916.000000 Penalty: 55019.449219
Entering ConstructFrom: 
Trying to split cluster 1 (33646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Entering Unmasked Estep 
Score: -2850127.500000 Penalty: 2585.065186
	Iteration 0F: 2 clusters Score -2850128 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 16843 members 
Entering Unmasked Estep 
Score: -2827126.000000 Penalty: 5170.130371
	Iteration 0F: 3 clusters Score -2827126 nChanged 15277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2835726.000000 Penalty: 5170.130371
	Iteration 1F: 3 clusters Score -2835726 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2836197.500000 Penalty: 5170.130371
	Iteration 2Q: 3 clusters Score -2836198 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2836646.250000 Penalty: 5170.130371
	Iteration 3Q: 3 clusters Score -2836646 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2837150.500000 Penalty: 5170.130371
	Iteration 4Q: 3 clusters Score -2837150 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2837750.250000 Penalty: 5170.130371
	Iteration 5Q: 3 clusters Score -2837750 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2838544.750000 Penalty: 5170.130371
	Iteration 6Q: 3 clusters Score -2838545 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2839752.000000 Penalty: 5170.130371
	Iteration 7F: 3 clusters Score -2839752 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2841758.750000 Penalty: 5170.130371
	Iteration 8F: 3 clusters Score -2841759 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2844765.250000 Penalty: 5170.130371
	Iteration 9F: 3 clusters Score -2844765 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2848602.750000 Penalty: 5170.130371
	Iteration 10F: 3 clusters Score -2848603 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2852305.500000 Penalty: 5170.130371
	Iteration 11F: 3 clusters Score -2852306 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2855199.500000 Penalty: 5170.130371
	Iteration 12Q: 3 clusters Score -2855200 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2856664.250000 Penalty: 5170.130371
	Iteration 13Q: 3 clusters Score -2856664 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2857164.000000 Penalty: 5170.130371
	Iteration 14Q: 3 clusters Score -2857164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2857270.500000 Penalty: 5170.130371
	Iteration 15Q: 3 clusters Score -2857270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2857301.250000 Penalty: 5170.130371
	Iteration 16Q: 3 clusters Score -2857301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2857311.250000 Penalty: 5170.130371
	Iteration 17Q: 3 clusters Score -2857311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2857305.750000 Penalty: 5170.130371
	Iteration 18Q: 3 clusters Score -2857306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2857312.250000 Penalty: 5170.130371
	Iteration 19Q: 3 clusters Score -2857312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2857304.000000 Penalty: 5170.130371
	Iteration 20F: 3 clusters Score -2857304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2857312.000000 Penalty: 5170.130371
	Iteration 21Q: 3 clusters Score -2857312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2857311.250000 Penalty: 5170.130371
	Iteration 22Q: 3 clusters Score -2857311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2857313.000000 Penalty: 5170.130371
	Iteration 23Q: 3 clusters Score -2857313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2857313.250000 Penalty: 5170.130371
	Iteration 24Q: 3 clusters Score -2857313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2857313.250000 Penalty: 5170.130371
	Iteration 25F: 3 clusters Score -2857313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 6 contains 25032 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 10 contains 26161 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 152764 members 
Mstep: Class 16 contains 15510 members 
Mstep: Class 17 contains 36424 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 12427 members 
Entering Unmasked Estep 
Score: -38068552.000000 Penalty: 58255.886719
Splitting cluster 1 changes total score from -38061916.000000 to -38068552.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (23449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Entering Unmasked Estep 
Score: -2039026.125000 Penalty: 2495.520508
	Iteration 0F: 2 clusters Score -2039026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2022757.250000 Penalty: 4991.041016
	Iteration 0F: 3 clusters Score -2022757 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2028260.125000 Penalty: 4991.041016
	Iteration 1F: 3 clusters Score -2028260 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2028774.750000 Penalty: 4991.041016
	Iteration 2F: 3 clusters Score -2028775 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2029290.875000 Penalty: 4991.041016
	Iteration 3F: 3 clusters Score -2029291 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2029895.750000 Penalty: 4991.041016
	Iteration 4F: 3 clusters Score -2029896 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2030759.500000 Penalty: 4991.041016
	Iteration 5F: 3 clusters Score -2030760 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2031971.125000 Penalty: 4991.041016
	Iteration 6F: 3 clusters Score -2031971 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2033353.000000 Penalty: 4991.041016
	Iteration 7F: 3 clusters Score -2033353 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2034567.125000 Penalty: 4991.041016
	Iteration 8F: 3 clusters Score -2034567 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2035418.500000 Penalty: 4991.041016
	Iteration 9Q: 3 clusters Score -2035418 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2035987.750000 Penalty: 4991.041016
	Iteration 10Q: 3 clusters Score -2035988 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2036344.000000 Penalty: 4991.041016
	Iteration 11Q: 3 clusters Score -2036344 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2036553.625000 Penalty: 4991.041016
	Iteration 12Q: 3 clusters Score -2036554 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2036682.625000 Penalty: 4991.041016
	Iteration 13Q: 3 clusters Score -2036683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2036765.000000 Penalty: 4991.041016
	Iteration 14Q: 3 clusters Score -2036765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2036819.375000 Penalty: 4991.041016
	Iteration 15Q: 3 clusters Score -2036819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2036852.875000 Penalty: 4991.041016
	Iteration 16Q: 3 clusters Score -2036853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2036877.500000 Penalty: 4991.041016
	Iteration 17Q: 3 clusters Score -2036878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2036901.125000 Penalty: 4991.041016
	Iteration 18Q: 3 clusters Score -2036901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2036914.875000 Penalty: 4991.041016
	Iteration 19Q: 3 clusters Score -2036915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2036917.750000 Penalty: 4991.041016
	Iteration 20F: 3 clusters Score -2036918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2036928.125000 Penalty: 4991.041016
	Iteration 21Q: 3 clusters Score -2036928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2036931.875000 Penalty: 4991.041016
	Iteration 22Q: 3 clusters Score -2036932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2036934.625000 Penalty: 4991.041016
	Iteration 23Q: 3 clusters Score -2036935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2036942.875000 Penalty: 4991.041016
	Iteration 24Q: 3 clusters Score -2036943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2036947.750000 Penalty: 4991.041016
	Iteration 25Q: 3 clusters Score -2036948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2036952.375000 Penalty: 4991.041016
	Iteration 26Q: 3 clusters Score -2036952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2036956.000000 Penalty: 4991.041016
	Iteration 27Q: 3 clusters Score -2036956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2036954.500000 Penalty: 4991.041016
	Iteration 28Q: 3 clusters Score -2036954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2036953.500000 Penalty: 4991.041016
	Iteration 29Q: 3 clusters Score -2036954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2036958.500000 Penalty: 4991.041016
	Iteration 30Q: 3 clusters Score -2036958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2036959.750000 Penalty: 4991.041016
	Iteration 31Q: 3 clusters Score -2036960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2036963.125000 Penalty: 4991.041016
	Iteration 32Q: 3 clusters Score -2036963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2036967.125000 Penalty: 4991.041016
	Iteration 33Q: 3 clusters Score -2036967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2036970.500000 Penalty: 4991.041016
	Iteration 34Q: 3 clusters Score -2036970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2036975.125000 Penalty: 4991.041016
	Iteration 35Q: 3 clusters Score -2036975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2036978.875000 Penalty: 4991.041016
	Iteration 36Q: 3 clusters Score -2036979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2036983.000000 Penalty: 4991.041016
	Iteration 37Q: 3 clusters Score -2036983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2036985.625000 Penalty: 4991.041016
	Iteration 38Q: 3 clusters Score -2036986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2036990.750000 Penalty: 4991.041016
	Iteration 39Q: 3 clusters Score -2036991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2036992.875000 Penalty: 4991.041016
	Iteration 40F: 3 clusters Score -2036993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2036994.875000 Penalty: 4991.041016
	Iteration 41Q: 3 clusters Score -2036995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2036992.625000 Penalty: 4991.041016
	Iteration 42Q: 3 clusters Score -2036993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2036993.250000 Penalty: 4991.041016
	Iteration 43Q: 3 clusters Score -2036993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2036993.250000 Penalty: 4991.041016
	Iteration 44F: 3 clusters Score -2036993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -315372.312500 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -315372.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -311514.375000 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -311514.4 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -312381.218750 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -312381.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -312572.468750 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -312572.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -312669.562500 Penalty: 4105.470215
	Iteration 3Q: 3 clusters Score -312669.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -312730.281250 Penalty: 4105.470215
	Iteration 4Q: 3 clusters Score -312730.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -312783.156250 Penalty: 4105.470215
	Iteration 5Q: 3 clusters Score -312783.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -312830.343750 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -312830.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -312868.062500 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -312868.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -312900.218750 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -312900.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -312926.906250 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -312926.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -312953.687500 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -312953.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -312976.625000 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -312976.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -312998.937500 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -312998.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -313018.375000 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -313018.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -313033.843750 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -313033.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -313045.375000 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -313045.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -313061.968750 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -313062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -313075.500000 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -313075.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -313092.437500 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -313092.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -313106.718750 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -313106.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -313124.718750 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -313124.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -313139.937500 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -313139.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -313159.093750 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -313159.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -313170.468750 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -313170.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -313184.093750 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -313184.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -313199.468750 Penalty: 4105.470215
	Iteration 25Q: 3 clusters Score -313199.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -313212.937500 Penalty: 4105.470215
	Iteration 26Q: 3 clusters Score -313212.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -313221.781250 Penalty: 4105.470215
	Iteration 27Q: 3 clusters Score -313221.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -313235.593750 Penalty: 4105.470215
	Iteration 28Q: 3 clusters Score -313235.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -313244.875000 Penalty: 4105.470215
	Iteration 29Q: 3 clusters Score -313244.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -313255.218750 Penalty: 4105.470215
	Iteration 30Q: 3 clusters Score -313255.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -313261.375000 Penalty: 4105.470215
	Iteration 31Q: 3 clusters Score -313261.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -313266.968750 Penalty: 4105.470215
	Iteration 32Q: 3 clusters Score -313267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -313270.031250 Penalty: 4105.470215
	Iteration 33Q: 3 clusters Score -313270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -313272.781250 Penalty: 4105.470215
	Iteration 34Q: 3 clusters Score -313272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -313276.687500 Penalty: 4105.470215
	Iteration 35Q: 3 clusters Score -313276.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -313282.156250 Penalty: 4105.470215
	Iteration 36Q: 3 clusters Score -313282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -313287.968750 Penalty: 4105.470215
	Iteration 37Q: 3 clusters Score -313288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -313296.125000 Penalty: 4105.470215
	Iteration 38Q: 3 clusters Score -313296.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -313301.187500 Penalty: 4105.470215
	Iteration 39Q: 3 clusters Score -313301.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -313304.406250 Penalty: 4105.470215
	Iteration 40F: 3 clusters Score -313304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -313305.656250 Penalty: 4105.470215
	Iteration 41Q: 3 clusters Score -313305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -313306.750000 Penalty: 4105.470215
	Iteration 42Q: 3 clusters Score -313306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -313308.062500 Penalty: 4105.470215
	Iteration 43Q: 3 clusters Score -313308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -313310.843750 Penalty: 4105.470215
	Iteration 44Q: 3 clusters Score -313310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -313312.593750 Penalty: 4105.470215
	Iteration 45Q: 3 clusters Score -313312.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -313315.093750 Penalty: 4105.470215
	Iteration 46Q: 3 clusters Score -313315.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -313318.812500 Penalty: 4105.470215
	Iteration 47Q: 3 clusters Score -313318.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -313320.687500 Penalty: 4105.470215
	Iteration 48Q: 3 clusters Score -313320.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -313324.531250 Penalty: 4105.470215
	Iteration 49Q: 3 clusters Score -313324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -313326.718750 Penalty: 4105.470215
	Iteration 50Q: 3 clusters Score -313326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -313331.531250 Penalty: 4105.470215
	Iteration 51Q: 3 clusters Score -313331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -313334.281250 Penalty: 4105.470215
	Iteration 52Q: 3 clusters Score -313334.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -313338.031250 Penalty: 4105.470215
	Iteration 53Q: 3 clusters Score -313338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -313339.906250 Penalty: 4105.470215
	Iteration 54Q: 3 clusters Score -313339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -313342.062500 Penalty: 4105.470215
	Iteration 55Q: 3 clusters Score -313342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -313344.343750 Penalty: 4105.470215
	Iteration 56Q: 3 clusters Score -313344.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -313346.625000 Penalty: 4105.470215
	Iteration 57Q: 3 clusters Score -313346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -313349.250000 Penalty: 4105.470215
	Iteration 58Q: 3 clusters Score -313349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -313350.906250 Penalty: 4105.470215
	Iteration 59Q: 3 clusters Score -313350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -313352.812500 Penalty: 4105.470215
	Iteration 60F: 3 clusters Score -313352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -313354.625000 Penalty: 4105.470215
	Iteration 61Q: 3 clusters Score -313354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -313356.062500 Penalty: 4105.470215
	Iteration 62Q: 3 clusters Score -313356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -313357.875000 Penalty: 4105.470215
	Iteration 63Q: 3 clusters Score -313357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -313358.875000 Penalty: 4105.470215
	Iteration 64Q: 3 clusters Score -313358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -313362.875000 Penalty: 4105.470215
	Iteration 65Q: 3 clusters Score -313362.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -313366.593750 Penalty: 4105.470215
	Iteration 66Q: 3 clusters Score -313366.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -313371.343750 Penalty: 4105.470215
	Iteration 67Q: 3 clusters Score -313371.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -313375.437500 Penalty: 4105.470215
	Iteration 68Q: 3 clusters Score -313375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -313378.281250 Penalty: 4105.470215
	Iteration 69Q: 3 clusters Score -313378.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -313380.218750 Penalty: 4105.470215
	Iteration 70Q: 3 clusters Score -313380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -313381.750000 Penalty: 4105.470215
	Iteration 71Q: 3 clusters Score -313381.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -313383.781250 Penalty: 4105.470215
	Iteration 72Q: 3 clusters Score -313383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -313384.406250 Penalty: 4105.470215
	Iteration 73Q: 3 clusters Score -313384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -313386.593750 Penalty: 4105.470215
	Iteration 74Q: 3 clusters Score -313386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -313389.468750 Penalty: 4105.470215
	Iteration 75Q: 3 clusters Score -313389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -313391.343750 Penalty: 4105.470215
	Iteration 76Q: 3 clusters Score -313391.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -313395.000000 Penalty: 4105.470215
	Iteration 77Q: 3 clusters Score -313395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -313398.343750 Penalty: 4105.470215
	Iteration 78Q: 3 clusters Score -313398.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -313402.593750 Penalty: 4105.470215
	Iteration 79Q: 3 clusters Score -313402.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -313407.156250 Penalty: 4105.470215
	Iteration 80F: 3 clusters Score -313407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -313409.031250 Penalty: 4105.470215
	Iteration 81Q: 3 clusters Score -313409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -313410.406250 Penalty: 4105.470215
	Iteration 82Q: 3 clusters Score -313410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -313411.812500 Penalty: 4105.470215
	Iteration 83Q: 3 clusters Score -313411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -313413.437500 Penalty: 4105.470215
	Iteration 84Q: 3 clusters Score -313413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -313414.968750 Penalty: 4105.470215
	Iteration 85Q: 3 clusters Score -313415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -313415.781250 Penalty: 4105.470215
	Iteration 86Q: 3 clusters Score -313415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -313415.781250 Penalty: 4105.470215
	Iteration 87F: 3 clusters Score -313415.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Entering Unmasked Estep 
Score: -2142964.000000 Penalty: 2511.721924
	Iteration 0F: 2 clusters Score -2142964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2125642.750000 Penalty: 5023.443848
	Iteration 0F: 3 clusters Score -2125643 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2131701.500000 Penalty: 5023.443848
	Iteration 1F: 3 clusters Score -2131702 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2132534.250000 Penalty: 5023.443848
	Iteration 2F: 3 clusters Score -2132534 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2133943.500000 Penalty: 5023.443848
	Iteration 3F: 3 clusters Score -2133944 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2135878.250000 Penalty: 5023.443848
	Iteration 4F: 3 clusters Score -2135878 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2137749.750000 Penalty: 5023.443848
	Iteration 5F: 3 clusters Score -2137750 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2139382.500000 Penalty: 5023.443848
	Iteration 6F: 3 clusters Score -2139382 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2140654.000000 Penalty: 5023.443848
	Iteration 7F: 3 clusters Score -2140654 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2141674.750000 Penalty: 5023.443848
	Iteration 8F: 3 clusters Score -2141675 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2142474.000000 Penalty: 5023.443848
	Iteration 9Q: 3 clusters Score -2142474 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2143156.500000 Penalty: 5023.443848
	Iteration 10Q: 3 clusters Score -2143156 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2143686.500000 Penalty: 5023.443848
	Iteration 11Q: 3 clusters Score -2143686 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2144071.250000 Penalty: 5023.443848
	Iteration 12Q: 3 clusters Score -2144071 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2144327.000000 Penalty: 5023.443848
	Iteration 13Q: 3 clusters Score -2144327 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2144537.500000 Penalty: 5023.443848
	Iteration 14Q: 3 clusters Score -2144538 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2144707.250000 Penalty: 5023.443848
	Iteration 15Q: 3 clusters Score -2144707 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2144849.750000 Penalty: 5023.443848
	Iteration 16Q: 3 clusters Score -2144850 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2144980.500000 Penalty: 5023.443848
	Iteration 17Q: 3 clusters Score -2144980 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2145093.750000 Penalty: 5023.443848
	Iteration 18Q: 3 clusters Score -2145094 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2145189.500000 Penalty: 5023.443848
	Iteration 19Q: 3 clusters Score -2145190 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2145258.500000 Penalty: 5023.443848
	Iteration 20F: 3 clusters Score -2145258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2145304.250000 Penalty: 5023.443848
	Iteration 21Q: 3 clusters Score -2145304 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2145320.750000 Penalty: 5023.443848
	Iteration 22Q: 3 clusters Score -2145321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2145339.000000 Penalty: 5023.443848
	Iteration 23Q: 3 clusters Score -2145339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2145345.000000 Penalty: 5023.443848
	Iteration 24Q: 3 clusters Score -2145345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2145365.250000 Penalty: 5023.443848
	Iteration 25Q: 3 clusters Score -2145365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2145367.250000 Penalty: 5023.443848
	Iteration 26Q: 3 clusters Score -2145367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2145379.750000 Penalty: 5023.443848
	Iteration 27Q: 3 clusters Score -2145380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2145382.500000 Penalty: 5023.443848
	Iteration 28Q: 3 clusters Score -2145382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2145387.250000 Penalty: 5023.443848
	Iteration 29Q: 3 clusters Score -2145387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2145388.250000 Penalty: 5023.443848
	Iteration 30Q: 3 clusters Score -2145388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2145396.000000 Penalty: 5023.443848
	Iteration 31Q: 3 clusters Score -2145396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2145394.750000 Penalty: 5023.443848
	Iteration 32Q: 3 clusters Score -2145395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2145392.500000 Penalty: 5023.443848
	Iteration 33Q: 3 clusters Score -2145392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2145402.250000 Penalty: 5023.443848
	Iteration 34Q: 3 clusters Score -2145402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2145403.000000 Penalty: 5023.443848
	Iteration 35Q: 3 clusters Score -2145403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2145406.750000 Penalty: 5023.443848
	Iteration 36Q: 3 clusters Score -2145407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2145402.750000 Penalty: 5023.443848
	Iteration 37Q: 3 clusters Score -2145403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2145403.500000 Penalty: 5023.443848
	Iteration 38Q: 3 clusters Score -2145404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2145404.250000 Penalty: 5023.443848
	Iteration 39Q: 3 clusters Score -2145404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2145401.250000 Penalty: 5023.443848
	Iteration 40F: 3 clusters Score -2145401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2145401.750000 Penalty: 5023.443848
	Iteration 41Q: 3 clusters Score -2145402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2145401.750000 Penalty: 5023.443848
	Iteration 42Q: 3 clusters Score -2145402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2145403.500000 Penalty: 5023.443848
	Iteration 43Q: 3 clusters Score -2145404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2145403.250000 Penalty: 5023.443848
	Iteration 44Q: 3 clusters Score -2145403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2145402.500000 Penalty: 5023.443848
	Iteration 45Q: 3 clusters Score -2145402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2145402.500000 Penalty: 5023.443848
	Iteration 46F: 3 clusters Score -2145402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 10 contains 26161 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 152764 members 
Mstep: Class 16 contains 15510 members 
Mstep: Class 17 contains 36424 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 12427 members 
Entering Unmasked Estep 
Score: -38070096.000000 Penalty: 61492.324219
Splitting cluster 6 changes total score from -38061916.000000 to -38070096.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -486664.093750 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -486664.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -481140.250000 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -481140.2 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -482912.656250 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -482912.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -483448.625000 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -483448.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -483978.625000 Penalty: 4367.168457
	Iteration 3F: 3 clusters Score -483978.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -484597.312500 Penalty: 4367.168457
	Iteration 4F: 3 clusters Score -484597.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -485300.312500 Penalty: 4367.168457
	Iteration 5F: 3 clusters Score -485300.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -485865.593750 Penalty: 4367.168457
	Iteration 6F: 3 clusters Score -485865.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -486322.937500 Penalty: 4367.168457
	Iteration 7F: 3 clusters Score -486322.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -486643.125000 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -486643.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -486897.500000 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -486897.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -487119.750000 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -487119.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -487282.906250 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -487282.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -487380.812500 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -487380.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -487453.718750 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -487453.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -487520.031250 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -487520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -487576.375000 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -487576.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -487625.781250 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -487625.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -487665.562500 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -487665.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -487697.343750 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -487697.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -487721.062500 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -487721.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -487734.531250 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -487734.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -487742.937500 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -487742.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -487749.625000 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -487749.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -487753.781250 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -487753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -487756.593750 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -487756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -487758.031250 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -487758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -487760.750000 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -487760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -487762.031250 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -487762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -487762.812500 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -487762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -487763.968750 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -487764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -487763.843750 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -487763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -487763.843750 Penalty: 4367.168457
	Iteration 31F: 3 clusters Score -487763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 26161 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 152764 members 
Mstep: Class 16 contains 15510 members 
Mstep: Class 17 contains 36424 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 12427 members 
Entering Unmasked Estep 
Score: -38070172.000000 Penalty: 64728.761719
Splitting cluster 7 changes total score from -38061916.000000 to -38070172.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (17944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Entering Unmasked Estep 
Score: -1567099.750000 Penalty: 2429.162842
	Iteration 0F: 2 clusters Score -1567100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1554311.625000 Penalty: 4858.325684
	Iteration 0F: 3 clusters Score -1554312 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1558490.625000 Penalty: 4858.325684
	Iteration 1F: 3 clusters Score -1558491 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1558939.250000 Penalty: 4858.325684
	Iteration 2F: 3 clusters Score -1558939 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1559325.625000 Penalty: 4858.325684
	Iteration 3Q: 3 clusters Score -1559326 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1559755.125000 Penalty: 4858.325684
	Iteration 4Q: 3 clusters Score -1559755 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1560284.625000 Penalty: 4858.325684
	Iteration 5Q: 3 clusters Score -1560285 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1561087.375000 Penalty: 4858.325684
	Iteration 6F: 3 clusters Score -1561087 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1562641.000000 Penalty: 4858.325684
	Iteration 7F: 3 clusters Score -1562641 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1565975.500000 Penalty: 4858.325684
	Iteration 8F: 3 clusters Score -1565976 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1571243.500000 Penalty: 4858.325684
	Iteration 9F: 3 clusters Score -1571244 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1574289.250000 Penalty: 4858.325684
	Iteration 10F: 3 clusters Score -1574289 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1576409.125000 Penalty: 4858.325684
	Iteration 11Q: 3 clusters Score -1576409 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1576824.375000 Penalty: 4858.325684
	Iteration 12Q: 3 clusters Score -1576824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1576840.875000 Penalty: 4858.325684
	Iteration 13Q: 3 clusters Score -1576841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1576837.250000 Penalty: 4858.325684
	Iteration 14Q: 3 clusters Score -1576837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1576841.750000 Penalty: 4858.325684
	Iteration 15Q: 3 clusters Score -1576842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1576842.375000 Penalty: 4858.325684
	Iteration 16Q: 3 clusters Score -1576842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1576842.375000 Penalty: 4858.325684
	Iteration 17F: 3 clusters Score -1576842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 6995 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 26161 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 152764 members 
Mstep: Class 16 contains 15510 members 
Mstep: Class 17 contains 36424 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 10949 members 
Entering Unmasked Estep 
Score: -38079252.000000 Penalty: 67965.203125
Splitting cluster 8 changes total score from -38061916.000000 to -38079252.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (26161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Entering Unmasked Estep 
Score: -2152472.500000 Penalty: 2522.662109
	Iteration 0F: 2 clusters Score -2152472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2134451.750000 Penalty: 5045.324219
	Iteration 0F: 3 clusters Score -2134452 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2141119.250000 Penalty: 5045.324219
	Iteration 1F: 3 clusters Score -2141119 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2142176.500000 Penalty: 5045.324219
	Iteration 2F: 3 clusters Score -2142176 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2144209.750000 Penalty: 5045.324219
	Iteration 3F: 3 clusters Score -2144210 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2146971.250000 Penalty: 5045.324219
	Iteration 4F: 3 clusters Score -2146971 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2148961.250000 Penalty: 5045.324219
	Iteration 5F: 3 clusters Score -2148961 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2150479.250000 Penalty: 5045.324219
	Iteration 6F: 3 clusters Score -2150479 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2151894.000000 Penalty: 5045.324219
	Iteration 7F: 3 clusters Score -2151894 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2153298.500000 Penalty: 5045.324219
	Iteration 8F: 3 clusters Score -2153298 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2154681.750000 Penalty: 5045.324219
	Iteration 9F: 3 clusters Score -2154682 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2155925.250000 Penalty: 5045.324219
	Iteration 10Q: 3 clusters Score -2155925 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2156909.000000 Penalty: 5045.324219
	Iteration 11Q: 3 clusters Score -2156909 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2157739.000000 Penalty: 5045.324219
	Iteration 12Q: 3 clusters Score -2157739 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2158774.750000 Penalty: 5045.324219
	Iteration 13Q: 3 clusters Score -2158775 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2159927.000000 Penalty: 5045.324219
	Iteration 14Q: 3 clusters Score -2159927 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2160351.500000 Penalty: 5045.324219
	Iteration 15Q: 3 clusters Score -2160352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2160402.500000 Penalty: 5045.324219
	Iteration 16Q: 3 clusters Score -2160402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2160406.500000 Penalty: 5045.324219
	Iteration 17Q: 3 clusters Score -2160406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2160406.500000 Penalty: 5045.324219
	Iteration 18Q: 3 clusters Score -2160406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2160406.500000 Penalty: 5045.324219
	Iteration 19F: 3 clusters Score -2160406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 6995 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 22709 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 152764 members 
Mstep: Class 16 contains 15510 members 
Mstep: Class 17 contains 36424 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 3452 members 
Entering Unmasked Estep 
Score: -38086588.000000 Penalty: 71201.640625
Splitting cluster 10 changes total score from -38061916.000000 to -38086588.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (53456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Entering Unmasked Estep 
Score: -4413606.000000 Penalty: 2699.880127
	Iteration 0F: 2 clusters Score -4413606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -4377989.500000 Penalty: 5399.760254
	Iteration 0F: 3 clusters Score -4377990 nChanged 24640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -4391917.000000 Penalty: 5399.760254
	Iteration 1F: 3 clusters Score -4391917 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4393013.500000 Penalty: 5399.760254
	Iteration 2Q: 3 clusters Score -4393014 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -4394498.000000 Penalty: 5399.760254
	Iteration 3F: 3 clusters Score -4394498 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4396553.500000 Penalty: 5399.760254
	Iteration 4F: 3 clusters Score -4396554 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -4399073.500000 Penalty: 5399.760254
	Iteration 5F: 3 clusters Score -4399074 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4401685.000000 Penalty: 5399.760254
	Iteration 6F: 3 clusters Score -4401685 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4403971.000000 Penalty: 5399.760254
	Iteration 7F: 3 clusters Score -4403971 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4405810.000000 Penalty: 5399.760254
	Iteration 8F: 3 clusters Score -4405810 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -4406945.500000 Penalty: 5399.760254
	Iteration 9Q: 3 clusters Score -4406946 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4407657.000000 Penalty: 5399.760254
	Iteration 10Q: 3 clusters Score -4407657 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -4408056.000000 Penalty: 5399.760254
	Iteration 11Q: 3 clusters Score -4408056 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4408365.500000 Penalty: 5399.760254
	Iteration 12Q: 3 clusters Score -4408366 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4408702.500000 Penalty: 5399.760254
	Iteration 13Q: 3 clusters Score -4408702 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4408996.000000 Penalty: 5399.760254
	Iteration 14Q: 3 clusters Score -4408996 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -4409318.500000 Penalty: 5399.760254
	Iteration 15Q: 3 clusters Score -4409318 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4409654.500000 Penalty: 5399.760254
	Iteration 16Q: 3 clusters Score -4409654 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -4410031.000000 Penalty: 5399.760254
	Iteration 17Q: 3 clusters Score -4410031 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4410321.000000 Penalty: 5399.760254
	Iteration 18Q: 3 clusters Score -4410321 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4410577.500000 Penalty: 5399.760254
	Iteration 19Q: 3 clusters Score -4410578 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -4410796.000000 Penalty: 5399.760254
	Iteration 20F: 3 clusters Score -4410796 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -4411008.000000 Penalty: 5399.760254
	Iteration 21Q: 3 clusters Score -4411008 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -4411158.000000 Penalty: 5399.760254
	Iteration 22Q: 3 clusters Score -4411158 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -4411252.500000 Penalty: 5399.760254
	Iteration 23Q: 3 clusters Score -4411252 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -4411315.000000 Penalty: 5399.760254
	Iteration 24Q: 3 clusters Score -4411315 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -4411350.500000 Penalty: 5399.760254
	Iteration 25Q: 3 clusters Score -4411350 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -4411375.000000 Penalty: 5399.760254
	Iteration 26Q: 3 clusters Score -4411375 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -4411447.000000 Penalty: 5399.760254
	Iteration 27Q: 3 clusters Score -4411447 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -4411456.500000 Penalty: 5399.760254
	Iteration 28Q: 3 clusters Score -4411456 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -4411496.500000 Penalty: 5399.760254
	Iteration 29Q: 3 clusters Score -4411496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -4411515.000000 Penalty: 5399.760254
	Iteration 30Q: 3 clusters Score -4411515 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -4411540.500000 Penalty: 5399.760254
	Iteration 31Q: 3 clusters Score -4411540 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -4411579.000000 Penalty: 5399.760254
	Iteration 32Q: 3 clusters Score -4411579 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -4411610.500000 Penalty: 5399.760254
	Iteration 33Q: 3 clusters Score -4411610 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -4411625.000000 Penalty: 5399.760254
	Iteration 34Q: 3 clusters Score -4411625 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -4411668.500000 Penalty: 5399.760254
	Iteration 35Q: 3 clusters Score -4411668 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -4411695.000000 Penalty: 5399.760254
	Iteration 36Q: 3 clusters Score -4411695 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -4411716.000000 Penalty: 5399.760254
	Iteration 37Q: 3 clusters Score -4411716 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -4411757.000000 Penalty: 5399.760254
	Iteration 38Q: 3 clusters Score -4411757 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -4411799.500000 Penalty: 5399.760254
	Iteration 39Q: 3 clusters Score -4411800 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -4411840.000000 Penalty: 5399.760254
	Iteration 40F: 3 clusters Score -4411840 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -4411857.000000 Penalty: 5399.760254
	Iteration 41Q: 3 clusters Score -4411857 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -4411889.500000 Penalty: 5399.760254
	Iteration 42Q: 3 clusters Score -4411890 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -4411918.000000 Penalty: 5399.760254
	Iteration 43Q: 3 clusters Score -4411918 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -4411953.000000 Penalty: 5399.760254
	Iteration 44Q: 3 clusters Score -4411953 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -4411976.000000 Penalty: 5399.760254
	Iteration 45Q: 3 clusters Score -4411976 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -4412021.500000 Penalty: 5399.760254
	Iteration 46Q: 3 clusters Score -4412022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -4412050.000000 Penalty: 5399.760254
	Iteration 47Q: 3 clusters Score -4412050 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -4412094.500000 Penalty: 5399.760254
	Iteration 48Q: 3 clusters Score -4412094 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -4412130.000000 Penalty: 5399.760254
	Iteration 49Q: 3 clusters Score -4412130 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -4412152.500000 Penalty: 5399.760254
	Iteration 50Q: 3 clusters Score -4412152 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -4412182.000000 Penalty: 5399.760254
	Iteration 51Q: 3 clusters Score -4412182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -4412205.000000 Penalty: 5399.760254
	Iteration 52Q: 3 clusters Score -4412205 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -4412242.000000 Penalty: 5399.760254
	Iteration 53Q: 3 clusters Score -4412242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -4412254.500000 Penalty: 5399.760254
	Iteration 54Q: 3 clusters Score -4412254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -4412261.500000 Penalty: 5399.760254
	Iteration 55Q: 3 clusters Score -4412262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -4412265.500000 Penalty: 5399.760254
	Iteration 56Q: 3 clusters Score -4412266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -4412287.500000 Penalty: 5399.760254
	Iteration 57Q: 3 clusters Score -4412288 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -4412310.500000 Penalty: 5399.760254
	Iteration 58Q: 3 clusters Score -4412310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -4412323.000000 Penalty: 5399.760254
	Iteration 59Q: 3 clusters Score -4412323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -4412338.000000 Penalty: 5399.760254
	Iteration 60F: 3 clusters Score -4412338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -4412345.000000 Penalty: 5399.760254
	Iteration 61Q: 3 clusters Score -4412345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -4412353.000000 Penalty: 5399.760254
	Iteration 62Q: 3 clusters Score -4412353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -4412353.500000 Penalty: 5399.760254
	Iteration 63Q: 3 clusters Score -4412354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -4412359.000000 Penalty: 5399.760254
	Iteration 64Q: 3 clusters Score -4412359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -4412362.000000 Penalty: 5399.760254
	Iteration 65Q: 3 clusters Score -4412362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -4412363.500000 Penalty: 5399.760254
	Iteration 66Q: 3 clusters Score -4412364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -4412383.000000 Penalty: 5399.760254
	Iteration 67Q: 3 clusters Score -4412383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -4412378.500000 Penalty: 5399.760254
	Iteration 68Q: 3 clusters Score -4412378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -4412381.000000 Penalty: 5399.760254
	Iteration 69Q: 3 clusters Score -4412381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -4412392.500000 Penalty: 5399.760254
	Iteration 70Q: 3 clusters Score -4412392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -4412410.500000 Penalty: 5399.760254
	Iteration 71Q: 3 clusters Score -4412410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -4412416.000000 Penalty: 5399.760254
	Iteration 72Q: 3 clusters Score -4412416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -4412439.500000 Penalty: 5399.760254
	Iteration 73Q: 3 clusters Score -4412440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -4412441.000000 Penalty: 5399.760254
	Iteration 74Q: 3 clusters Score -4412441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -4412445.500000 Penalty: 5399.760254
	Iteration 75Q: 3 clusters Score -4412446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -4412454.500000 Penalty: 5399.760254
	Iteration 76Q: 3 clusters Score -4412454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -4412461.500000 Penalty: 5399.760254
	Iteration 77Q: 3 clusters Score -4412462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -4412470.500000 Penalty: 5399.760254
	Iteration 78Q: 3 clusters Score -4412470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -4412477.500000 Penalty: 5399.760254
	Iteration 79Q: 3 clusters Score -4412478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -4412478.000000 Penalty: 5399.760254
	Iteration 80F: 3 clusters Score -4412478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -4412485.500000 Penalty: 5399.760254
	Iteration 81Q: 3 clusters Score -4412486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -4412489.000000 Penalty: 5399.760254
	Iteration 82Q: 3 clusters Score -4412489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -4412482.000000 Penalty: 5399.760254
	Iteration 83Q: 3 clusters Score -4412482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -4412495.500000 Penalty: 5399.760254
	Iteration 84Q: 3 clusters Score -4412496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -4412496.500000 Penalty: 5399.760254
	Iteration 85Q: 3 clusters Score -4412496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -4412502.000000 Penalty: 5399.760254
	Iteration 86Q: 3 clusters Score -4412502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -4412507.000000 Penalty: 5399.760254
	Iteration 87Q: 3 clusters Score -4412507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -4412510.000000 Penalty: 5399.760254
	Iteration 88Q: 3 clusters Score -4412510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -4412516.500000 Penalty: 5399.760254
	Iteration 89Q: 3 clusters Score -4412516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -4412516.500000 Penalty: 5399.760254
	Iteration 90Q: 3 clusters Score -4412516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -4412511.500000 Penalty: 5399.760254
	Iteration 91Q: 3 clusters Score -4412512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -4412514.500000 Penalty: 5399.760254
	Iteration 92Q: 3 clusters Score -4412514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -4412518.500000 Penalty: 5399.760254
	Iteration 93Q: 3 clusters Score -4412518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -4412527.000000 Penalty: 5399.760254
	Iteration 94Q: 3 clusters Score -4412527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -4412525.500000 Penalty: 5399.760254
	Iteration 95Q: 3 clusters Score -4412526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -4412526.500000 Penalty: 5399.760254
	Iteration 96Q: 3 clusters Score -4412526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -4412538.500000 Penalty: 5399.760254
	Iteration 97Q: 3 clusters Score -4412538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -4412538.000000 Penalty: 5399.760254
	Iteration 98Q: 3 clusters Score -4412538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -4412542.500000 Penalty: 5399.760254
	Iteration 99Q: 3 clusters Score -4412542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -4412538.500000 Penalty: 5399.760254
	Iteration 100F: 3 clusters Score -4412538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -4412544.500000 Penalty: 5399.760254
	Iteration 101Q: 3 clusters Score -4412544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -4412548.500000 Penalty: 5399.760254
	Iteration 102Q: 3 clusters Score -4412548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -4412547.500000 Penalty: 5399.760254
	Iteration 103Q: 3 clusters Score -4412548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -4412545.000000 Penalty: 5399.760254
	Iteration 104Q: 3 clusters Score -4412545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -4412553.000000 Penalty: 5399.760254
	Iteration 105Q: 3 clusters Score -4412553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -4412553.500000 Penalty: 5399.760254
	Iteration 106Q: 3 clusters Score -4412554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -4412558.500000 Penalty: 5399.760254
	Iteration 107Q: 3 clusters Score -4412558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -4412553.000000 Penalty: 5399.760254
	Iteration 108Q: 3 clusters Score -4412553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -4412549.500000 Penalty: 5399.760254
	Iteration 109Q: 3 clusters Score -4412550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -4412549.500000 Penalty: 5399.760254
	Iteration 110Q: 3 clusters Score -4412550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -4412548.500000 Penalty: 5399.760254
	Iteration 111Q: 3 clusters Score -4412548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -4412551.500000 Penalty: 5399.760254
	Iteration 112Q: 3 clusters Score -4412552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -4412555.000000 Penalty: 5399.760254
	Iteration 113Q: 3 clusters Score -4412555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -4412553.500000 Penalty: 5399.760254
	Iteration 114Q: 3 clusters Score -4412554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -4412558.500000 Penalty: 5399.760254
	Iteration 115Q: 3 clusters Score -4412558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -4412560.000000 Penalty: 5399.760254
	Iteration 116Q: 3 clusters Score -4412560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -4412556.500000 Penalty: 5399.760254
	Iteration 117Q: 3 clusters Score -4412556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -4412558.500000 Penalty: 5399.760254
	Iteration 118Q: 3 clusters Score -4412558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -4412558.500000 Penalty: 5399.760254
	Iteration 119F: 3 clusters Score -4412558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -386686.218750 Penalty: 2106.594971
	Iteration 0F: 2 clusters Score -386686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -382240.093750 Penalty: 4213.189941
	Iteration 0F: 3 clusters Score -382240.1 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -383275.156250 Penalty: 4213.189941
	Iteration 1F: 3 clusters Score -383275.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -383510.968750 Penalty: 4213.189941
	Iteration 2F: 3 clusters Score -383511 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -383666.062500 Penalty: 4213.189941
	Iteration 3F: 3 clusters Score -383666.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -383778.187500 Penalty: 4213.189941
	Iteration 4Q: 3 clusters Score -383778.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -383862.687500 Penalty: 4213.189941
	Iteration 5Q: 3 clusters Score -383862.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -383940.125000 Penalty: 4213.189941
	Iteration 6Q: 3 clusters Score -383940.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -384008.718750 Penalty: 4213.189941
	Iteration 7Q: 3 clusters Score -384008.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -384067.562500 Penalty: 4213.189941
	Iteration 8Q: 3 clusters Score -384067.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -384130.812500 Penalty: 4213.189941
	Iteration 9Q: 3 clusters Score -384130.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -384188.625000 Penalty: 4213.189941
	Iteration 10Q: 3 clusters Score -384188.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -384245.562500 Penalty: 4213.189941
	Iteration 11Q: 3 clusters Score -384245.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -384281.968750 Penalty: 4213.189941
	Iteration 12Q: 3 clusters Score -384282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -384317.218750 Penalty: 4213.189941
	Iteration 13Q: 3 clusters Score -384317.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -384354.406250 Penalty: 4213.189941
	Iteration 14Q: 3 clusters Score -384354.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -384388.718750 Penalty: 4213.189941
	Iteration 15Q: 3 clusters Score -384388.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -384413.656250 Penalty: 4213.189941
	Iteration 16Q: 3 clusters Score -384413.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -384438.781250 Penalty: 4213.189941
	Iteration 17Q: 3 clusters Score -384438.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -384469.968750 Penalty: 4213.189941
	Iteration 18Q: 3 clusters Score -384470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -384504.531250 Penalty: 4213.189941
	Iteration 19Q: 3 clusters Score -384504.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -384538.125000 Penalty: 4213.189941
	Iteration 20F: 3 clusters Score -384538.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -384570.343750 Penalty: 4213.189941
	Iteration 21Q: 3 clusters Score -384570.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -384594.406250 Penalty: 4213.189941
	Iteration 22Q: 3 clusters Score -384594.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -384618.531250 Penalty: 4213.189941
	Iteration 23Q: 3 clusters Score -384618.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -384638.656250 Penalty: 4213.189941
	Iteration 24Q: 3 clusters Score -384638.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -384656.875000 Penalty: 4213.189941
	Iteration 25Q: 3 clusters Score -384656.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -384670.375000 Penalty: 4213.189941
	Iteration 26Q: 3 clusters Score -384670.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -384677.687500 Penalty: 4213.189941
	Iteration 27Q: 3 clusters Score -384677.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -384685.843750 Penalty: 4213.189941
	Iteration 28Q: 3 clusters Score -384685.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -384692.250000 Penalty: 4213.189941
	Iteration 29Q: 3 clusters Score -384692.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -384699.000000 Penalty: 4213.189941
	Iteration 30Q: 3 clusters Score -384699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -384706.906250 Penalty: 4213.189941
	Iteration 31Q: 3 clusters Score -384706.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -384714.843750 Penalty: 4213.189941
	Iteration 32Q: 3 clusters Score -384714.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -384719.593750 Penalty: 4213.189941
	Iteration 33Q: 3 clusters Score -384719.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -384722.937500 Penalty: 4213.189941
	Iteration 34Q: 3 clusters Score -384722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -384726.437500 Penalty: 4213.189941
	Iteration 35Q: 3 clusters Score -384726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -384729.906250 Penalty: 4213.189941
	Iteration 36Q: 3 clusters Score -384729.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -384734.062500 Penalty: 4213.189941
	Iteration 37Q: 3 clusters Score -384734.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -384735.625000 Penalty: 4213.189941
	Iteration 38Q: 3 clusters Score -384735.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -384738.968750 Penalty: 4213.189941
	Iteration 39Q: 3 clusters Score -384739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -384742.156250 Penalty: 4213.189941
	Iteration 40F: 3 clusters Score -384742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -384744.375000 Penalty: 4213.189941
	Iteration 41Q: 3 clusters Score -384744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -384746.687500 Penalty: 4213.189941
	Iteration 42Q: 3 clusters Score -384746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -384746.750000 Penalty: 4213.189941
	Iteration 43Q: 3 clusters Score -384746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -384747.250000 Penalty: 4213.189941
	Iteration 44Q: 3 clusters Score -384747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -384749.500000 Penalty: 4213.189941
	Iteration 45Q: 3 clusters Score -384749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -384751.875000 Penalty: 4213.189941
	Iteration 46Q: 3 clusters Score -384751.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -384754.312500 Penalty: 4213.189941
	Iteration 47Q: 3 clusters Score -384754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -384755.406250 Penalty: 4213.189941
	Iteration 48Q: 3 clusters Score -384755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -384758.531250 Penalty: 4213.189941
	Iteration 49Q: 3 clusters Score -384758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -384760.718750 Penalty: 4213.189941
	Iteration 50Q: 3 clusters Score -384760.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -384765.031250 Penalty: 4213.189941
	Iteration 51Q: 3 clusters Score -384765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -384770.093750 Penalty: 4213.189941
	Iteration 52Q: 3 clusters Score -384770.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -384775.062500 Penalty: 4213.189941
	Iteration 53Q: 3 clusters Score -384775.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -384776.718750 Penalty: 4213.189941
	Iteration 54Q: 3 clusters Score -384776.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -384779.031250 Penalty: 4213.189941
	Iteration 55Q: 3 clusters Score -384779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -384780.750000 Penalty: 4213.189941
	Iteration 56Q: 3 clusters Score -384780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -384781.906250 Penalty: 4213.189941
	Iteration 57Q: 3 clusters Score -384781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -384782.875000 Penalty: 4213.189941
	Iteration 58Q: 3 clusters Score -384782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -384783.468750 Penalty: 4213.189941
	Iteration 59Q: 3 clusters Score -384783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -384785.000000 Penalty: 4213.189941
	Iteration 60F: 3 clusters Score -384785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -384787.343750 Penalty: 4213.189941
	Iteration 61Q: 3 clusters Score -384787.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -384788.468750 Penalty: 4213.189941
	Iteration 62Q: 3 clusters Score -384788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -384789.656250 Penalty: 4213.189941
	Iteration 63Q: 3 clusters Score -384789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -384790.843750 Penalty: 4213.189941
	Iteration 64Q: 3 clusters Score -384790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -384792.437500 Penalty: 4213.189941
	Iteration 65Q: 3 clusters Score -384792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -384793.843750 Penalty: 4213.189941
	Iteration 66Q: 3 clusters Score -384793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -384795.593750 Penalty: 4213.189941
	Iteration 67Q: 3 clusters Score -384795.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -384799.531250 Penalty: 4213.189941
	Iteration 68Q: 3 clusters Score -384799.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -384801.562500 Penalty: 4213.189941
	Iteration 69Q: 3 clusters Score -384801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -384803.312500 Penalty: 4213.189941
	Iteration 70Q: 3 clusters Score -384803.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -384808.812500 Penalty: 4213.189941
	Iteration 71Q: 3 clusters Score -384808.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -384819.750000 Penalty: 4213.189941
	Iteration 72Q: 3 clusters Score -384819.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -384828.250000 Penalty: 4213.189941
	Iteration 73Q: 3 clusters Score -384828.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -384836.718750 Penalty: 4213.189941
	Iteration 74Q: 3 clusters Score -384836.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -384843.375000 Penalty: 4213.189941
	Iteration 75Q: 3 clusters Score -384843.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -384849.968750 Penalty: 4213.189941
	Iteration 76Q: 3 clusters Score -384850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -384855.031250 Penalty: 4213.189941
	Iteration 77Q: 3 clusters Score -384855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -384862.218750 Penalty: 4213.189941
	Iteration 78Q: 3 clusters Score -384862.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -384870.562500 Penalty: 4213.189941
	Iteration 79Q: 3 clusters Score -384870.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -384877.062500 Penalty: 4213.189941
	Iteration 80F: 3 clusters Score -384877.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -384887.125000 Penalty: 4213.189941
	Iteration 81Q: 3 clusters Score -384887.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -384898.156250 Penalty: 4213.189941
	Iteration 82Q: 3 clusters Score -384898.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -384907.437500 Penalty: 4213.189941
	Iteration 83Q: 3 clusters Score -384907.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -384911.718750 Penalty: 4213.189941
	Iteration 84Q: 3 clusters Score -384911.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -384917.406250 Penalty: 4213.189941
	Iteration 85Q: 3 clusters Score -384917.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -384922.500000 Penalty: 4213.189941
	Iteration 86Q: 3 clusters Score -384922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -384924.843750 Penalty: 4213.189941
	Iteration 87Q: 3 clusters Score -384924.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -384928.937500 Penalty: 4213.189941
	Iteration 88Q: 3 clusters Score -384928.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -384933.031250 Penalty: 4213.189941
	Iteration 89Q: 3 clusters Score -384933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -384936.250000 Penalty: 4213.189941
	Iteration 90Q: 3 clusters Score -384936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -384937.375000 Penalty: 4213.189941
	Iteration 91Q: 3 clusters Score -384937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -384939.968750 Penalty: 4213.189941
	Iteration 92Q: 3 clusters Score -384940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -384941.781250 Penalty: 4213.189941
	Iteration 93Q: 3 clusters Score -384941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -384945.343750 Penalty: 4213.189941
	Iteration 94Q: 3 clusters Score -384945.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -384946.093750 Penalty: 4213.189941
	Iteration 95Q: 3 clusters Score -384946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -384946.906250 Penalty: 4213.189941
	Iteration 96Q: 3 clusters Score -384946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -384946.718750 Penalty: 4213.189941
	Iteration 97Q: 3 clusters Score -384946.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -384947.968750 Penalty: 4213.189941
	Iteration 98Q: 3 clusters Score -384948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -384948.156250 Penalty: 4213.189941
	Iteration 99Q: 3 clusters Score -384948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -384948.156250 Penalty: 4213.189941
	Iteration 100F: 3 clusters Score -384948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Entering Unmasked Estep 
Score: -1507247.625000 Penalty: 2421.798584
	Iteration 0F: 2 clusters Score -1507248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1494871.500000 Penalty: 4843.597168
	Iteration 0F: 3 clusters Score -1494872 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1498863.750000 Penalty: 4843.597168
	Iteration 1F: 3 clusters Score -1498864 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1499224.875000 Penalty: 4843.597168
	Iteration 2F: 3 clusters Score -1499225 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1499564.000000 Penalty: 4843.597168
	Iteration 3Q: 3 clusters Score -1499564 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1499912.125000 Penalty: 4843.597168
	Iteration 4Q: 3 clusters Score -1499912 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1500296.125000 Penalty: 4843.597168
	Iteration 5Q: 3 clusters Score -1500296 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1500817.625000 Penalty: 4843.597168
	Iteration 6F: 3 clusters Score -1500818 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1501510.000000 Penalty: 4843.597168
	Iteration 7F: 3 clusters Score -1501510 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1502311.875000 Penalty: 4843.597168
	Iteration 8F: 3 clusters Score -1502312 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1503178.875000 Penalty: 4843.597168
	Iteration 9F: 3 clusters Score -1503179 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1503923.375000 Penalty: 4843.597168
	Iteration 10Q: 3 clusters Score -1503923 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1504446.375000 Penalty: 4843.597168
	Iteration 11Q: 3 clusters Score -1504446 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1504722.750000 Penalty: 4843.597168
	Iteration 12Q: 3 clusters Score -1504723 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1504884.375000 Penalty: 4843.597168
	Iteration 13Q: 3 clusters Score -1504884 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1504969.500000 Penalty: 4843.597168
	Iteration 14Q: 3 clusters Score -1504970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1505040.875000 Penalty: 4843.597168
	Iteration 15Q: 3 clusters Score -1505041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1505089.625000 Penalty: 4843.597168
	Iteration 16Q: 3 clusters Score -1505090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1505112.750000 Penalty: 4843.597168
	Iteration 17Q: 3 clusters Score -1505113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1505124.750000 Penalty: 4843.597168
	Iteration 18Q: 3 clusters Score -1505125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1505134.750000 Penalty: 4843.597168
	Iteration 19Q: 3 clusters Score -1505135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1505146.750000 Penalty: 4843.597168
	Iteration 20F: 3 clusters Score -1505147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1505155.750000 Penalty: 4843.597168
	Iteration 21Q: 3 clusters Score -1505156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1505166.625000 Penalty: 4843.597168
	Iteration 22Q: 3 clusters Score -1505167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1505174.000000 Penalty: 4843.597168
	Iteration 23Q: 3 clusters Score -1505174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1505182.750000 Penalty: 4843.597168
	Iteration 24Q: 3 clusters Score -1505183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1505182.000000 Penalty: 4843.597168
	Iteration 25Q: 3 clusters Score -1505182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1505190.500000 Penalty: 4843.597168
	Iteration 26Q: 3 clusters Score -1505190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1505197.250000 Penalty: 4843.597168
	Iteration 27Q: 3 clusters Score -1505197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1505202.125000 Penalty: 4843.597168
	Iteration 28Q: 3 clusters Score -1505202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1505203.625000 Penalty: 4843.597168
	Iteration 29Q: 3 clusters Score -1505204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1505208.875000 Penalty: 4843.597168
	Iteration 30Q: 3 clusters Score -1505209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1505206.375000 Penalty: 4843.597168
	Iteration 31Q: 3 clusters Score -1505206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1505210.500000 Penalty: 4843.597168
	Iteration 32Q: 3 clusters Score -1505210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1505216.250000 Penalty: 4843.597168
	Iteration 33Q: 3 clusters Score -1505216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1505218.625000 Penalty: 4843.597168
	Iteration 34Q: 3 clusters Score -1505219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1505218.375000 Penalty: 4843.597168
	Iteration 35Q: 3 clusters Score -1505218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1505218.375000 Penalty: 4843.597168
	Iteration 36F: 3 clusters Score -1505218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Entering Unmasked Estep 
Score: -1060739.125000 Penalty: 2342.540527
	Iteration 0F: 2 clusters Score -1060739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1051480.250000 Penalty: 4685.081055
	Iteration 0F: 3 clusters Score -1051480 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1054269.625000 Penalty: 4685.081055
	Iteration 1F: 3 clusters Score -1054270 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1054678.625000 Penalty: 4685.081055
	Iteration 2F: 3 clusters Score -1054679 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1055061.000000 Penalty: 4685.081055
	Iteration 3F: 3 clusters Score -1055061 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1055466.500000 Penalty: 4685.081055
	Iteration 4F: 3 clusters Score -1055466 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1055993.625000 Penalty: 4685.081055
	Iteration 5F: 3 clusters Score -1055994 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1056612.500000 Penalty: 4685.081055
	Iteration 6F: 3 clusters Score -1056612 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1057268.125000 Penalty: 4685.081055
	Iteration 7F: 3 clusters Score -1057268 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1057938.500000 Penalty: 4685.081055
	Iteration 8F: 3 clusters Score -1057938 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1058619.125000 Penalty: 4685.081055
	Iteration 9F: 3 clusters Score -1058619 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1059089.000000 Penalty: 4685.081055
	Iteration 10Q: 3 clusters Score -1059089 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1059329.500000 Penalty: 4685.081055
	Iteration 11Q: 3 clusters Score -1059330 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1059456.000000 Penalty: 4685.081055
	Iteration 12Q: 3 clusters Score -1059456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1059550.250000 Penalty: 4685.081055
	Iteration 13Q: 3 clusters Score -1059550 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1059637.375000 Penalty: 4685.081055
	Iteration 14Q: 3 clusters Score -1059637 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1059702.625000 Penalty: 4685.081055
	Iteration 15Q: 3 clusters Score -1059703 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1059754.750000 Penalty: 4685.081055
	Iteration 16Q: 3 clusters Score -1059755 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1059803.000000 Penalty: 4685.081055
	Iteration 17Q: 3 clusters Score -1059803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1059847.000000 Penalty: 4685.081055
	Iteration 18Q: 3 clusters Score -1059847 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1059873.750000 Penalty: 4685.081055
	Iteration 19Q: 3 clusters Score -1059874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1059904.375000 Penalty: 4685.081055
	Iteration 20F: 3 clusters Score -1059904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1059930.000000 Penalty: 4685.081055
	Iteration 21Q: 3 clusters Score -1059930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1059939.125000 Penalty: 4685.081055
	Iteration 22Q: 3 clusters Score -1059939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1059946.250000 Penalty: 4685.081055
	Iteration 23Q: 3 clusters Score -1059946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1059956.500000 Penalty: 4685.081055
	Iteration 24Q: 3 clusters Score -1059956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1059961.875000 Penalty: 4685.081055
	Iteration 25Q: 3 clusters Score -1059962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1059966.500000 Penalty: 4685.081055
	Iteration 26Q: 3 clusters Score -1059966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1059966.875000 Penalty: 4685.081055
	Iteration 27Q: 3 clusters Score -1059967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1059971.500000 Penalty: 4685.081055
	Iteration 28Q: 3 clusters Score -1059972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1059976.250000 Penalty: 4685.081055
	Iteration 29Q: 3 clusters Score -1059976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1059978.125000 Penalty: 4685.081055
	Iteration 30Q: 3 clusters Score -1059978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1059978.625000 Penalty: 4685.081055
	Iteration 31Q: 3 clusters Score -1059979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1059980.625000 Penalty: 4685.081055
	Iteration 32Q: 3 clusters Score -1059981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1059978.875000 Penalty: 4685.081055
	Iteration 33Q: 3 clusters Score -1059979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1059978.875000 Penalty: 4685.081055
	Iteration 34Q: 3 clusters Score -1059979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1059980.500000 Penalty: 4685.081055
	Iteration 35Q: 3 clusters Score -1059980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1059981.375000 Penalty: 4685.081055
	Iteration 36Q: 3 clusters Score -1059981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1059982.125000 Penalty: 4685.081055
	Iteration 37Q: 3 clusters Score -1059982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1059980.125000 Penalty: 4685.081055
	Iteration 38Q: 3 clusters Score -1059980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1059984.250000 Penalty: 4685.081055
	Iteration 39Q: 3 clusters Score -1059984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1059984.875000 Penalty: 4685.081055
	Iteration 40F: 3 clusters Score -1059985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1059984.750000 Penalty: 4685.081055
	Iteration 41Q: 3 clusters Score -1059985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1059986.625000 Penalty: 4685.081055
	Iteration 42Q: 3 clusters Score -1059987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1059987.500000 Penalty: 4685.081055
	Iteration 43Q: 3 clusters Score -1059988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1059989.375000 Penalty: 4685.081055
	Iteration 44Q: 3 clusters Score -1059989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1059989.000000 Penalty: 4685.081055
	Iteration 45Q: 3 clusters Score -1059989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1059990.875000 Penalty: 4685.081055
	Iteration 46Q: 3 clusters Score -1059991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1059992.000000 Penalty: 4685.081055
	Iteration 47Q: 3 clusters Score -1059992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1059989.500000 Penalty: 4685.081055
	Iteration 48Q: 3 clusters Score -1059990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1059988.500000 Penalty: 4685.081055
	Iteration 49Q: 3 clusters Score -1059988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1059990.750000 Penalty: 4685.081055
	Iteration 50Q: 3 clusters Score -1059991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1059990.375000 Penalty: 4685.081055
	Iteration 51Q: 3 clusters Score -1059990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1059990.375000 Penalty: 4685.081055
	Iteration 52F: 3 clusters Score -1059990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (152764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152764 members 
Entering Unmasked Estep 
Score: -13034019.000000 Penalty: 2960.289062
	Iteration 0F: 2 clusters Score -1.303402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -12931772.000000 Penalty: 5920.578125
	Iteration 0F: 3 clusters Score -1.293177e+07 nChanged 72831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -12974430.000000 Penalty: 5920.578125
	Iteration 1F: 3 clusters Score -1.297443e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -12976034.000000 Penalty: 5920.578125
	Iteration 2Q: 3 clusters Score -1.297603e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -12978127.000000 Penalty: 5920.578125
	Iteration 3Q: 3 clusters Score -1.297813e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -12980662.000000 Penalty: 5920.578125
	Iteration 4Q: 3 clusters Score -1.298066e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -12983950.000000 Penalty: 5920.578125
	Iteration 5Q: 3 clusters Score -1.298395e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -12988148.000000 Penalty: 5920.578125
	Iteration 6F: 3 clusters Score -1.298815e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -12993692.000000 Penalty: 5920.578125
	Iteration 7F: 3 clusters Score -1.299369e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -13000258.000000 Penalty: 5920.578125
	Iteration 8F: 3 clusters Score -1.300026e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -13007400.000000 Penalty: 5920.578125
	Iteration 9F: 3 clusters Score -1.30074e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -13014079.000000 Penalty: 5920.578125
	Iteration 10F: 3 clusters Score -1.301408e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -13019295.000000 Penalty: 5920.578125
	Iteration 11Q: 3 clusters Score -1.30193e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -13022715.000000 Penalty: 5920.578125
	Iteration 12Q: 3 clusters Score -1.302272e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -13025220.000000 Penalty: 5920.578125
	Iteration 13Q: 3 clusters Score -1.302522e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -13027031.000000 Penalty: 5920.578125
	Iteration 14Q: 3 clusters Score -1.302703e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -13028460.000000 Penalty: 5920.578125
	Iteration 15Q: 3 clusters Score -1.302846e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -13029556.000000 Penalty: 5920.578125
	Iteration 16Q: 3 clusters Score -1.302956e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -13030549.000000 Penalty: 5920.578125
	Iteration 17Q: 3 clusters Score -1.303055e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -13031430.000000 Penalty: 5920.578125
	Iteration 18Q: 3 clusters Score -1.303143e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -13032081.000000 Penalty: 5920.578125
	Iteration 19Q: 3 clusters Score -1.303208e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 94338 members 
Entering Unmasked Estep 
Score: -13032754.000000 Penalty: 5920.578125
	Iteration 20F: 3 clusters Score -1.303275e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -13033289.000000 Penalty: 5920.578125
	Iteration 21Q: 3 clusters Score -1.303329e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -13033667.000000 Penalty: 5920.578125
	Iteration 22Q: 3 clusters Score -1.303367e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -13034002.000000 Penalty: 5920.578125
	Iteration 23Q: 3 clusters Score -1.3034e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -13034149.000000 Penalty: 5920.578125
	Iteration 24Q: 3 clusters Score -1.303415e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -13034353.000000 Penalty: 5920.578125
	Iteration 25Q: 3 clusters Score -1.303435e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -13034442.000000 Penalty: 5920.578125
	Iteration 26Q: 3 clusters Score -1.303444e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -13034541.000000 Penalty: 5920.578125
	Iteration 27Q: 3 clusters Score -1.303454e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -13034613.000000 Penalty: 5920.578125
	Iteration 28Q: 3 clusters Score -1.303461e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
Score: -13034698.000000 Penalty: 5920.578125
	Iteration 29Q: 3 clusters Score -1.30347e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -13034724.000000 Penalty: 5920.578125
	Iteration 30Q: 3 clusters Score -1.303472e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -13034738.000000 Penalty: 5920.578125
	Iteration 31Q: 3 clusters Score -1.303474e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -13034795.000000 Penalty: 5920.578125
	Iteration 32Q: 3 clusters Score -1.30348e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -13034769.000000 Penalty: 5920.578125
	Iteration 33Q: 3 clusters Score -1.303477e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -13034778.000000 Penalty: 5920.578125
	Iteration 34Q: 3 clusters Score -1.303478e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -13034789.000000 Penalty: 5920.578125
	Iteration 35Q: 3 clusters Score -1.303479e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -13034801.000000 Penalty: 5920.578125
	Iteration 36Q: 3 clusters Score -1.30348e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -13034805.000000 Penalty: 5920.578125
	Iteration 37Q: 3 clusters Score -1.30348e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -13034772.000000 Penalty: 5920.578125
	Iteration 38Q: 3 clusters Score -1.303477e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 92270 members 
Entering Unmasked Estep 
Score: -13034768.000000 Penalty: 5920.578125
	Iteration 39Q: 3 clusters Score -1.303477e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 92248 members 
Entering Unmasked Estep 
Score: -13034755.000000 Penalty: 5920.578125
	Iteration 40F: 3 clusters Score -1.303476e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -13034756.000000 Penalty: 5920.578125
	Iteration 41Q: 3 clusters Score -1.303476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -13034742.000000 Penalty: 5920.578125
	Iteration 42Q: 3 clusters Score -1.303474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -13034763.000000 Penalty: 5920.578125
	Iteration 43Q: 3 clusters Score -1.303476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -13034786.000000 Penalty: 5920.578125
	Iteration 44Q: 3 clusters Score -1.303479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -13034778.000000 Penalty: 5920.578125
	Iteration 45Q: 3 clusters Score -1.303478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 92190 members 
Entering Unmasked Estep 
Score: -13034779.000000 Penalty: 5920.578125
	Iteration 46Q: 3 clusters Score -1.303478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -13034785.000000 Penalty: 5920.578125
	Iteration 47Q: 3 clusters Score -1.303478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -13034781.000000 Penalty: 5920.578125
	Iteration 48Q: 3 clusters Score -1.303478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
Score: -13034788.000000 Penalty: 5920.578125
	Iteration 49Q: 3 clusters Score -1.303479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -13034786.000000 Penalty: 5920.578125
	Iteration 50Q: 3 clusters Score -1.303479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -13034782.000000 Penalty: 5920.578125
	Iteration 51Q: 3 clusters Score -1.303478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -13034787.000000 Penalty: 5920.578125
	Iteration 52Q: 3 clusters Score -1.303479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -13034786.000000 Penalty: 5920.578125
	Iteration 53Q: 3 clusters Score -1.303479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 92154 members 
Entering Unmasked Estep 
Score: -13034788.000000 Penalty: 5920.578125
	Iteration 54Q: 3 clusters Score -1.303479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -13034788.000000 Penalty: 5920.578125
	Iteration 55Q: 3 clusters Score -1.303479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -13034777.000000 Penalty: 5920.578125
	Iteration 56Q: 3 clusters Score -1.303478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -13034764.000000 Penalty: 5920.578125
	Iteration 57Q: 3 clusters Score -1.303476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -13034779.000000 Penalty: 5920.578125
	Iteration 58Q: 3 clusters Score -1.303478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -13034782.000000 Penalty: 5920.578125
	Iteration 59Q: 3 clusters Score -1.303478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -13034794.000000 Penalty: 5920.578125
	Iteration 60F: 3 clusters Score -1.303479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -13034795.000000 Penalty: 5920.578125
	Iteration 61Q: 3 clusters Score -1.30348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -13034795.000000 Penalty: 5920.578125
	Iteration 62Q: 3 clusters Score -1.30348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 92084 members 
Entering Unmasked Estep 
Score: -13034799.000000 Penalty: 5920.578125
	Iteration 63Q: 3 clusters Score -1.30348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -13034797.000000 Penalty: 5920.578125
	Iteration 64Q: 3 clusters Score -1.30348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -13034794.000000 Penalty: 5920.578125
	Iteration 65Q: 3 clusters Score -1.303479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -13034784.000000 Penalty: 5920.578125
	Iteration 66Q: 3 clusters Score -1.303478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -13034799.000000 Penalty: 5920.578125
	Iteration 67Q: 3 clusters Score -1.30348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -13034796.000000 Penalty: 5920.578125
	Iteration 68Q: 3 clusters Score -1.30348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -13034788.000000 Penalty: 5920.578125
	Iteration 69Q: 3 clusters Score -1.303479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -13034794.000000 Penalty: 5920.578125
	Iteration 70Q: 3 clusters Score -1.303479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -13034787.000000 Penalty: 5920.578125
	Iteration 71Q: 3 clusters Score -1.303479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 91958 members 
Entering Unmasked Estep 
Score: -13034783.000000 Penalty: 5920.578125
	Iteration 72Q: 3 clusters Score -1.303478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 91936 members 
Entering Unmasked Estep 
Score: -13034798.000000 Penalty: 5920.578125
	Iteration 73Q: 3 clusters Score -1.30348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -13034800.000000 Penalty: 5920.578125
	Iteration 74Q: 3 clusters Score -1.30348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -13034806.000000 Penalty: 5920.578125
	Iteration 75Q: 3 clusters Score -1.303481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -13034808.000000 Penalty: 5920.578125
	Iteration 76Q: 3 clusters Score -1.303481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -13034793.000000 Penalty: 5920.578125
	Iteration 77Q: 3 clusters Score -1.303479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 91858 members 
Entering Unmasked Estep 
Score: -13034787.000000 Penalty: 5920.578125
	Iteration 78Q: 3 clusters Score -1.303479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -13034795.000000 Penalty: 5920.578125
	Iteration 79Q: 3 clusters Score -1.30348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -13034786.000000 Penalty: 5920.578125
	Iteration 80F: 3 clusters Score -1.303479e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -13034783.000000 Penalty: 5920.578125
	Iteration 81Q: 3 clusters Score -1.303478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -13034799.000000 Penalty: 5920.578125
	Iteration 82Q: 3 clusters Score -1.30348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -13034797.000000 Penalty: 5920.578125
	Iteration 83Q: 3 clusters Score -1.30348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -13034810.000000 Penalty: 5920.578125
	Iteration 84Q: 3 clusters Score -1.303481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -13034813.000000 Penalty: 5920.578125
	Iteration 85Q: 3 clusters Score -1.303481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -13034814.000000 Penalty: 5920.578125
	Iteration 86Q: 3 clusters Score -1.303481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -13034814.000000 Penalty: 5920.578125
	Iteration 87Q: 3 clusters Score -1.303481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -13034824.000000 Penalty: 5920.578125
	Iteration 88Q: 3 clusters Score -1.303482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -13034824.000000 Penalty: 5920.578125
	Iteration 89Q: 3 clusters Score -1.303482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -13034823.000000 Penalty: 5920.578125
	Iteration 90Q: 3 clusters Score -1.303482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -13034817.000000 Penalty: 5920.578125
	Iteration 91Q: 3 clusters Score -1.303482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -13034818.000000 Penalty: 5920.578125
	Iteration 92Q: 3 clusters Score -1.303482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -13034820.000000 Penalty: 5920.578125
	Iteration 93Q: 3 clusters Score -1.303482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -13034817.000000 Penalty: 5920.578125
	Iteration 94Q: 3 clusters Score -1.303482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -13034819.000000 Penalty: 5920.578125
	Iteration 95Q: 3 clusters Score -1.303482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -13034818.000000 Penalty: 5920.578125
	Iteration 96Q: 3 clusters Score -1.303482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -13034808.000000 Penalty: 5920.578125
	Iteration 97Q: 3 clusters Score -1.303481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -13034808.000000 Penalty: 5920.578125
	Iteration 98Q: 3 clusters Score -1.303481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -13034807.000000 Penalty: 5920.578125
	Iteration 99Q: 3 clusters Score -1.303481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -13034808.000000 Penalty: 5920.578125
	Iteration 100F: 3 clusters Score -1.303481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -13034806.000000 Penalty: 5920.578125
	Iteration 101Q: 3 clusters Score -1.303481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -13034806.000000 Penalty: 5920.578125
	Iteration 102F: 3 clusters Score -1.303481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 6995 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 22709 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 61040 members 
Mstep: Class 16 contains 15510 members 
Mstep: Class 17 contains 36424 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 91724 members 
Entering Unmasked Estep 
Score: -38086732.000000 Penalty: 74438.078125
Splitting cluster 15 changes total score from -38061916.000000 to -38086732.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (15510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Entering Unmasked Estep 
Score: -1280623.250000 Penalty: 2393.011719
	Iteration 0F: 2 clusters Score -1280623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1269451.500000 Penalty: 4786.023438
	Iteration 0F: 3 clusters Score -1269452 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1273276.500000 Penalty: 4786.023438
	Iteration 1F: 3 clusters Score -1273276 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1273781.375000 Penalty: 4786.023438
	Iteration 2F: 3 clusters Score -1273781 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1274181.875000 Penalty: 4786.023438
	Iteration 3F: 3 clusters Score -1274182 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1274591.500000 Penalty: 4786.023438
	Iteration 4Q: 3 clusters Score -1274592 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1275035.000000 Penalty: 4786.023438
	Iteration 5F: 3 clusters Score -1275035 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1275496.500000 Penalty: 4786.023438
	Iteration 6F: 3 clusters Score -1275496 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1275912.875000 Penalty: 4786.023438
	Iteration 7Q: 3 clusters Score -1275913 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1276310.375000 Penalty: 4786.023438
	Iteration 8Q: 3 clusters Score -1276310 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1276737.125000 Penalty: 4786.023438
	Iteration 9Q: 3 clusters Score -1276737 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1277155.250000 Penalty: 4786.023438
	Iteration 10Q: 3 clusters Score -1277155 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1277540.125000 Penalty: 4786.023438
	Iteration 11Q: 3 clusters Score -1277540 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1277820.750000 Penalty: 4786.023438
	Iteration 12Q: 3 clusters Score -1277821 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1278077.375000 Penalty: 4786.023438
	Iteration 13Q: 3 clusters Score -1278077 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1278262.375000 Penalty: 4786.023438
	Iteration 14Q: 3 clusters Score -1278262 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1278428.375000 Penalty: 4786.023438
	Iteration 15Q: 3 clusters Score -1278428 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1278579.250000 Penalty: 4786.023438
	Iteration 16Q: 3 clusters Score -1278579 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1278739.375000 Penalty: 4786.023438
	Iteration 17Q: 3 clusters Score -1278739 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1278884.625000 Penalty: 4786.023438
	Iteration 18Q: 3 clusters Score -1278885 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1279005.875000 Penalty: 4786.023438
	Iteration 19Q: 3 clusters Score -1279006 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1279179.750000 Penalty: 4786.023438
	Iteration 20F: 3 clusters Score -1279180 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1279308.125000 Penalty: 4786.023438
	Iteration 21Q: 3 clusters Score -1279308 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1279428.250000 Penalty: 4786.023438
	Iteration 22Q: 3 clusters Score -1279428 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1279533.125000 Penalty: 4786.023438
	Iteration 23Q: 3 clusters Score -1279533 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1279624.625000 Penalty: 4786.023438
	Iteration 24Q: 3 clusters Score -1279625 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1279724.875000 Penalty: 4786.023438
	Iteration 25Q: 3 clusters Score -1279725 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1279814.875000 Penalty: 4786.023438
	Iteration 26Q: 3 clusters Score -1279815 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1279888.875000 Penalty: 4786.023438
	Iteration 27Q: 3 clusters Score -1279889 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1279964.875000 Penalty: 4786.023438
	Iteration 28Q: 3 clusters Score -1279965 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1280010.250000 Penalty: 4786.023438
	Iteration 29Q: 3 clusters Score -1280010 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1280058.500000 Penalty: 4786.023438
	Iteration 30Q: 3 clusters Score -1280058 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1280093.875000 Penalty: 4786.023438
	Iteration 31Q: 3 clusters Score -1280094 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1280131.125000 Penalty: 4786.023438
	Iteration 32Q: 3 clusters Score -1280131 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1280160.375000 Penalty: 4786.023438
	Iteration 33Q: 3 clusters Score -1280160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1280191.125000 Penalty: 4786.023438
	Iteration 34Q: 3 clusters Score -1280191 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1280214.500000 Penalty: 4786.023438
	Iteration 35Q: 3 clusters Score -1280214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1280243.625000 Penalty: 4786.023438
	Iteration 36Q: 3 clusters Score -1280244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1280258.250000 Penalty: 4786.023438
	Iteration 37Q: 3 clusters Score -1280258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1280282.125000 Penalty: 4786.023438
	Iteration 38Q: 3 clusters Score -1280282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1280302.375000 Penalty: 4786.023438
	Iteration 39Q: 3 clusters Score -1280302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1280317.875000 Penalty: 4786.023438
	Iteration 40F: 3 clusters Score -1280318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1280333.500000 Penalty: 4786.023438
	Iteration 41Q: 3 clusters Score -1280334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1280353.125000 Penalty: 4786.023438
	Iteration 42Q: 3 clusters Score -1280353 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1280367.625000 Penalty: 4786.023438
	Iteration 43Q: 3 clusters Score -1280368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1280389.750000 Penalty: 4786.023438
	Iteration 44Q: 3 clusters Score -1280390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1280413.625000 Penalty: 4786.023438
	Iteration 45Q: 3 clusters Score -1280414 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1280430.500000 Penalty: 4786.023438
	Iteration 46Q: 3 clusters Score -1280430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1280461.125000 Penalty: 4786.023438
	Iteration 47Q: 3 clusters Score -1280461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1280478.625000 Penalty: 4786.023438
	Iteration 48Q: 3 clusters Score -1280479 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1280493.500000 Penalty: 4786.023438
	Iteration 49Q: 3 clusters Score -1280494 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1280504.125000 Penalty: 4786.023438
	Iteration 50Q: 3 clusters Score -1280504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1280514.500000 Penalty: 4786.023438
	Iteration 51Q: 3 clusters Score -1280514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1280528.875000 Penalty: 4786.023438
	Iteration 52Q: 3 clusters Score -1280529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1280539.250000 Penalty: 4786.023438
	Iteration 53Q: 3 clusters Score -1280539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1280552.875000 Penalty: 4786.023438
	Iteration 54Q: 3 clusters Score -1280553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1280562.375000 Penalty: 4786.023438
	Iteration 55Q: 3 clusters Score -1280562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1280577.250000 Penalty: 4786.023438
	Iteration 56Q: 3 clusters Score -1280577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1280593.250000 Penalty: 4786.023438
	Iteration 57Q: 3 clusters Score -1280593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1280600.750000 Penalty: 4786.023438
	Iteration 58Q: 3 clusters Score -1280601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1280602.500000 Penalty: 4786.023438
	Iteration 59Q: 3 clusters Score -1280602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1280607.000000 Penalty: 4786.023438
	Iteration 60F: 3 clusters Score -1280607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1280617.125000 Penalty: 4786.023438
	Iteration 61Q: 3 clusters Score -1280617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1280625.250000 Penalty: 4786.023438
	Iteration 62Q: 3 clusters Score -1280625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1280634.375000 Penalty: 4786.023438
	Iteration 63Q: 3 clusters Score -1280634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1280633.875000 Penalty: 4786.023438
	Iteration 64Q: 3 clusters Score -1280634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1280637.375000 Penalty: 4786.023438
	Iteration 65Q: 3 clusters Score -1280637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1280640.250000 Penalty: 4786.023438
	Iteration 66Q: 3 clusters Score -1280640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1280643.750000 Penalty: 4786.023438
	Iteration 67Q: 3 clusters Score -1280644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1280646.750000 Penalty: 4786.023438
	Iteration 68Q: 3 clusters Score -1280647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1280647.750000 Penalty: 4786.023438
	Iteration 69Q: 3 clusters Score -1280648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1280649.875000 Penalty: 4786.023438
	Iteration 70Q: 3 clusters Score -1280650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1280653.000000 Penalty: 4786.023438
	Iteration 71Q: 3 clusters Score -1280653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1280659.750000 Penalty: 4786.023438
	Iteration 72Q: 3 clusters Score -1280660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1280662.250000 Penalty: 4786.023438
	Iteration 73Q: 3 clusters Score -1280662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1280663.375000 Penalty: 4786.023438
	Iteration 74Q: 3 clusters Score -1280663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1280665.750000 Penalty: 4786.023438
	Iteration 75Q: 3 clusters Score -1280666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1280668.500000 Penalty: 4786.023438
	Iteration 76Q: 3 clusters Score -1280668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1280666.000000 Penalty: 4786.023438
	Iteration 77Q: 3 clusters Score -1280666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1280668.000000 Penalty: 4786.023438
	Iteration 78Q: 3 clusters Score -1280668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1280665.125000 Penalty: 4786.023438
	Iteration 79Q: 3 clusters Score -1280665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1280665.000000 Penalty: 4786.023438
	Iteration 80F: 3 clusters Score -1280665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 6995 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 22709 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 61040 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 36424 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 91724 members 
Mstep: Class 24 contains 7459 members 
Entering Unmasked Estep 
Score: -38085764.000000 Penalty: 77674.515625
Splitting cluster 16 changes total score from -38061916.000000 to -38085764.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (36424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Entering Unmasked Estep 
Score: -3096503.500000 Penalty: 2604.739746
	Iteration 0F: 2 clusters Score -3096504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3071795.250000 Penalty: 5209.479492
	Iteration 0F: 3 clusters Score -3071795 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3080970.500000 Penalty: 5209.479492
	Iteration 1F: 3 clusters Score -3080970 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3081912.250000 Penalty: 5209.479492
	Iteration 2F: 3 clusters Score -3081912 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3083542.000000 Penalty: 5209.479492
	Iteration 3F: 3 clusters Score -3083542 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3086429.500000 Penalty: 5209.479492
	Iteration 4F: 3 clusters Score -3086430 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3090054.250000 Penalty: 5209.479492
	Iteration 5F: 3 clusters Score -3090054 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3093417.750000 Penalty: 5209.479492
	Iteration 6F: 3 clusters Score -3093418 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3096469.500000 Penalty: 5209.479492
	Iteration 7F: 3 clusters Score -3096470 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3098569.500000 Penalty: 5209.479492
	Iteration 8F: 3 clusters Score -3098570 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3099551.500000 Penalty: 5209.479492
	Iteration 9Q: 3 clusters Score -3099552 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3100009.500000 Penalty: 5209.479492
	Iteration 10Q: 3 clusters Score -3100010 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3100466.250000 Penalty: 5209.479492
	Iteration 11Q: 3 clusters Score -3100466 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3100944.250000 Penalty: 5209.479492
	Iteration 12Q: 3 clusters Score -3100944 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3101656.750000 Penalty: 5209.479492
	Iteration 13Q: 3 clusters Score -3101657 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3102449.750000 Penalty: 5209.479492
	Iteration 14Q: 3 clusters Score -3102450 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3102960.500000 Penalty: 5209.479492
	Iteration 15Q: 3 clusters Score -3102960 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3103040.750000 Penalty: 5209.479492
	Iteration 16Q: 3 clusters Score -3103041 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3103082.000000 Penalty: 5209.479492
	Iteration 17Q: 3 clusters Score -3103082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3103090.500000 Penalty: 5209.479492
	Iteration 18Q: 3 clusters Score -3103090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3103095.250000 Penalty: 5209.479492
	Iteration 19Q: 3 clusters Score -3103095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3103095.750000 Penalty: 5209.479492
	Iteration 20F: 3 clusters Score -3103096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3103096.250000 Penalty: 5209.479492
	Iteration 21Q: 3 clusters Score -3103096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3103093.750000 Penalty: 5209.479492
	Iteration 22Q: 3 clusters Score -3103094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3103089.750000 Penalty: 5209.479492
	Iteration 23Q: 3 clusters Score -3103090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3103089.750000 Penalty: 5209.479492
	Iteration 24F: 3 clusters Score -3103090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 6995 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 22709 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 61040 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 18248 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 91724 members 
Mstep: Class 24 contains 7459 members 
Mstep: Class 25 contains 18176 members 
Entering Unmasked Estep 
Score: -38091700.000000 Penalty: 80910.953125
Splitting cluster 17 changes total score from -38061916.000000 to -38091700.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (10748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Entering Unmasked Estep 
Score: -804797.312500 Penalty: 2302.053711
	Iteration 0F: 2 clusters Score -804797.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -796708.937500 Penalty: 4604.107422
	Iteration 0F: 3 clusters Score -796708.9 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -799338.437500 Penalty: 4604.107422
	Iteration 1F: 3 clusters Score -799338.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -800048.250000 Penalty: 4604.107422
	Iteration 2F: 3 clusters Score -800048.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -800802.687500 Penalty: 4604.107422
	Iteration 3F: 3 clusters Score -800802.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -801585.062500 Penalty: 4604.107422
	Iteration 4F: 3 clusters Score -801585.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -802257.875000 Penalty: 4604.107422
	Iteration 5F: 3 clusters Score -802257.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -802780.875000 Penalty: 4604.107422
	Iteration 6F: 3 clusters Score -802780.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -803166.812500 Penalty: 4604.107422
	Iteration 7Q: 3 clusters Score -803166.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -803413.375000 Penalty: 4604.107422
	Iteration 8Q: 3 clusters Score -803413.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -803560.937500 Penalty: 4604.107422
	Iteration 9Q: 3 clusters Score -803560.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -803644.500000 Penalty: 4604.107422
	Iteration 10Q: 3 clusters Score -803644.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -803705.250000 Penalty: 4604.107422
	Iteration 11Q: 3 clusters Score -803705.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -803756.437500 Penalty: 4604.107422
	Iteration 12Q: 3 clusters Score -803756.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -803792.062500 Penalty: 4604.107422
	Iteration 13Q: 3 clusters Score -803792.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -803816.312500 Penalty: 4604.107422
	Iteration 14Q: 3 clusters Score -803816.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -803833.562500 Penalty: 4604.107422
	Iteration 15Q: 3 clusters Score -803833.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -803843.687500 Penalty: 4604.107422
	Iteration 16Q: 3 clusters Score -803843.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -803850.250000 Penalty: 4604.107422
	Iteration 17Q: 3 clusters Score -803850.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -803855.500000 Penalty: 4604.107422
	Iteration 18Q: 3 clusters Score -803855.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -803866.625000 Penalty: 4604.107422
	Iteration 19Q: 3 clusters Score -803866.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -803876.187500 Penalty: 4604.107422
	Iteration 20F: 3 clusters Score -803876.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -803885.750000 Penalty: 4604.107422
	Iteration 21Q: 3 clusters Score -803885.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -803896.375000 Penalty: 4604.107422
	Iteration 22Q: 3 clusters Score -803896.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -803899.562500 Penalty: 4604.107422
	Iteration 23Q: 3 clusters Score -803899.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -803906.937500 Penalty: 4604.107422
	Iteration 24Q: 3 clusters Score -803906.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -803915.812500 Penalty: 4604.107422
	Iteration 25Q: 3 clusters Score -803915.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -803922.312500 Penalty: 4604.107422
	Iteration 26Q: 3 clusters Score -803922.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -803928.250000 Penalty: 4604.107422
	Iteration 27Q: 3 clusters Score -803928.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -803936.687500 Penalty: 4604.107422
	Iteration 28Q: 3 clusters Score -803936.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -803942.625000 Penalty: 4604.107422
	Iteration 29Q: 3 clusters Score -803942.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -803948.125000 Penalty: 4604.107422
	Iteration 30Q: 3 clusters Score -803948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -803951.562500 Penalty: 4604.107422
	Iteration 31Q: 3 clusters Score -803951.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -803954.937500 Penalty: 4604.107422
	Iteration 32Q: 3 clusters Score -803954.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -803959.437500 Penalty: 4604.107422
	Iteration 33Q: 3 clusters Score -803959.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -803962.250000 Penalty: 4604.107422
	Iteration 34Q: 3 clusters Score -803962.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -803966.375000 Penalty: 4604.107422
	Iteration 35Q: 3 clusters Score -803966.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -803971.250000 Penalty: 4604.107422
	Iteration 36Q: 3 clusters Score -803971.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -803972.562500 Penalty: 4604.107422
	Iteration 37Q: 3 clusters Score -803972.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -803975.000000 Penalty: 4604.107422
	Iteration 38Q: 3 clusters Score -803975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -803976.000000 Penalty: 4604.107422
	Iteration 39Q: 3 clusters Score -803976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -803977.750000 Penalty: 4604.107422
	Iteration 40F: 3 clusters Score -803977.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -803976.687500 Penalty: 4604.107422
	Iteration 41Q: 3 clusters Score -803976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -803980.687500 Penalty: 4604.107422
	Iteration 42Q: 3 clusters Score -803980.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -803981.000000 Penalty: 4604.107422
	Iteration 43Q: 3 clusters Score -803981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -803982.125000 Penalty: 4604.107422
	Iteration 44Q: 3 clusters Score -803982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -803982.375000 Penalty: 4604.107422
	Iteration 45Q: 3 clusters Score -803982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -803984.562500 Penalty: 4604.107422
	Iteration 46Q: 3 clusters Score -803984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -803985.687500 Penalty: 4604.107422
	Iteration 47Q: 3 clusters Score -803985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -803986.562500 Penalty: 4604.107422
	Iteration 48Q: 3 clusters Score -803986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -803986.250000 Penalty: 4604.107422
	Iteration 49Q: 3 clusters Score -803986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -803986.562500 Penalty: 4604.107422
	Iteration 50Q: 3 clusters Score -803986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -803987.000000 Penalty: 4604.107422
	Iteration 51Q: 3 clusters Score -803987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -803987.000000 Penalty: 4604.107422
	Iteration 52Q: 3 clusters Score -803987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -803985.625000 Penalty: 4604.107422
	Iteration 53Q: 3 clusters Score -803985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -803987.125000 Penalty: 4604.107422
	Iteration 54Q: 3 clusters Score -803987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -803988.937500 Penalty: 4604.107422
	Iteration 55Q: 3 clusters Score -803988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -803989.375000 Penalty: 4604.107422
	Iteration 56Q: 3 clusters Score -803989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -803988.187500 Penalty: 4604.107422
	Iteration 57Q: 3 clusters Score -803988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -803987.687500 Penalty: 4604.107422
	Iteration 58Q: 3 clusters Score -803987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -803988.687500 Penalty: 4604.107422
	Iteration 59Q: 3 clusters Score -803988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -803989.125000 Penalty: 4604.107422
	Iteration 60F: 3 clusters Score -803989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -803988.875000 Penalty: 4604.107422
	Iteration 61Q: 3 clusters Score -803988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -803988.375000 Penalty: 4604.107422
	Iteration 62Q: 3 clusters Score -803988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -803988.375000 Penalty: 4604.107422
	Iteration 63F: 3 clusters Score -803988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Entering Unmasked Estep 
Score: -948561.750000 Penalty: 2330.082031
	Iteration 0F: 2 clusters Score -948561.8 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 5979 members 
Entering Unmasked Estep 
Score: -939576.687500 Penalty: 4660.164062
	Iteration 0F: 3 clusters Score -939576.7 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -942321.625000 Penalty: 4660.164062
	Iteration 1F: 3 clusters Score -942321.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -942690.437500 Penalty: 4660.164062
	Iteration 2F: 3 clusters Score -942690.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -943050.375000 Penalty: 4660.164062
	Iteration 3F: 3 clusters Score -943050.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -943490.312500 Penalty: 4660.164062
	Iteration 4F: 3 clusters Score -943490.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -944136.812500 Penalty: 4660.164062
	Iteration 5F: 3 clusters Score -944136.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -944925.187500 Penalty: 4660.164062
	Iteration 6F: 3 clusters Score -944925.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -945802.812500 Penalty: 4660.164062
	Iteration 7F: 3 clusters Score -945802.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -946556.000000 Penalty: 4660.164062
	Iteration 8F: 3 clusters Score -946556 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -947102.187500 Penalty: 4660.164062
	Iteration 9F: 3 clusters Score -947102.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -947445.187500 Penalty: 4660.164062
	Iteration 10Q: 3 clusters Score -947445.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -947693.187500 Penalty: 4660.164062
	Iteration 11Q: 3 clusters Score -947693.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -947878.875000 Penalty: 4660.164062
	Iteration 12Q: 3 clusters Score -947878.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -948011.125000 Penalty: 4660.164062
	Iteration 13Q: 3 clusters Score -948011.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -948096.062500 Penalty: 4660.164062
	Iteration 14Q: 3 clusters Score -948096.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -948166.500000 Penalty: 4660.164062
	Iteration 15Q: 3 clusters Score -948166.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -948224.875000 Penalty: 4660.164062
	Iteration 16Q: 3 clusters Score -948224.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -948274.250000 Penalty: 4660.164062
	Iteration 17Q: 3 clusters Score -948274.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -948313.562500 Penalty: 4660.164062
	Iteration 18Q: 3 clusters Score -948313.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -948344.812500 Penalty: 4660.164062
	Iteration 19Q: 3 clusters Score -948344.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -948369.562500 Penalty: 4660.164062
	Iteration 20F: 3 clusters Score -948369.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -948388.125000 Penalty: 4660.164062
	Iteration 21Q: 3 clusters Score -948388.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -948408.187500 Penalty: 4660.164062
	Iteration 22Q: 3 clusters Score -948408.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -948420.187500 Penalty: 4660.164062
	Iteration 23Q: 3 clusters Score -948420.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -948430.500000 Penalty: 4660.164062
	Iteration 24Q: 3 clusters Score -948430.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -948437.125000 Penalty: 4660.164062
	Iteration 25Q: 3 clusters Score -948437.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -948444.062500 Penalty: 4660.164062
	Iteration 26Q: 3 clusters Score -948444.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -948453.625000 Penalty: 4660.164062
	Iteration 27Q: 3 clusters Score -948453.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -948462.375000 Penalty: 4660.164062
	Iteration 28Q: 3 clusters Score -948462.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -948470.625000 Penalty: 4660.164062
	Iteration 29Q: 3 clusters Score -948470.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -948481.500000 Penalty: 4660.164062
	Iteration 30Q: 3 clusters Score -948481.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -948495.187500 Penalty: 4660.164062
	Iteration 31Q: 3 clusters Score -948495.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -948514.312500 Penalty: 4660.164062
	Iteration 32Q: 3 clusters Score -948514.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -948529.812500 Penalty: 4660.164062
	Iteration 33Q: 3 clusters Score -948529.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -948540.000000 Penalty: 4660.164062
	Iteration 34Q: 3 clusters Score -948540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -948552.812500 Penalty: 4660.164062
	Iteration 35Q: 3 clusters Score -948552.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -948557.562500 Penalty: 4660.164062
	Iteration 36Q: 3 clusters Score -948557.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -948560.687500 Penalty: 4660.164062
	Iteration 37Q: 3 clusters Score -948560.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -948564.500000 Penalty: 4660.164062
	Iteration 38Q: 3 clusters Score -948564.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -948567.812500 Penalty: 4660.164062
	Iteration 39Q: 3 clusters Score -948567.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -948568.812500 Penalty: 4660.164062
	Iteration 40F: 3 clusters Score -948568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -948572.125000 Penalty: 4660.164062
	Iteration 41Q: 3 clusters Score -948572.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -948572.312500 Penalty: 4660.164062
	Iteration 42Q: 3 clusters Score -948572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -948570.250000 Penalty: 4660.164062
	Iteration 43Q: 3 clusters Score -948570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -948572.875000 Penalty: 4660.164062
	Iteration 44Q: 3 clusters Score -948572.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -948576.250000 Penalty: 4660.164062
	Iteration 45Q: 3 clusters Score -948576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -948578.875000 Penalty: 4660.164062
	Iteration 46Q: 3 clusters Score -948578.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -948579.812500 Penalty: 4660.164062
	Iteration 47Q: 3 clusters Score -948579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -948580.875000 Penalty: 4660.164062
	Iteration 48Q: 3 clusters Score -948580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -948581.500000 Penalty: 4660.164062
	Iteration 49Q: 3 clusters Score -948581.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -948580.250000 Penalty: 4660.164062
	Iteration 50Q: 3 clusters Score -948580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -948580.125000 Penalty: 4660.164062
	Iteration 51Q: 3 clusters Score -948580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -948581.312500 Penalty: 4660.164062
	Iteration 52Q: 3 clusters Score -948581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -948580.187500 Penalty: 4660.164062
	Iteration 53Q: 3 clusters Score -948580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -948579.375000 Penalty: 4660.164062
	Iteration 54Q: 3 clusters Score -948579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -948579.250000 Penalty: 4660.164062
	Iteration 55Q: 3 clusters Score -948579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -948580.000000 Penalty: 4660.164062
	Iteration 56Q: 3 clusters Score -948580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -948581.187500 Penalty: 4660.164062
	Iteration 57Q: 3 clusters Score -948581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -948581.187500 Penalty: 4660.164062
	Iteration 58Q: 3 clusters Score -948581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -948581.187500 Penalty: 4660.164062
	Iteration 59F: 3 clusters Score -948581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 6995 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 22709 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 61040 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 18248 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 4636 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 91724 members 
Mstep: Class 24 contains 7459 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 7398 members 
Entering Unmasked Estep 
Score: -38090904.000000 Penalty: 84147.390625
Splitting cluster 19 changes total score from -38061916.000000 to -38090904.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (12427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Entering Unmasked Estep 
Score: -1087810.500000 Penalty: 2338.051514
	Iteration 0F: 2 clusters Score -1087810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1078605.125000 Penalty: 4676.103027
	Iteration 0F: 3 clusters Score -1078605 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1081549.375000 Penalty: 4676.103027
	Iteration 1F: 3 clusters Score -1081549 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1082082.375000 Penalty: 4676.103027
	Iteration 2F: 3 clusters Score -1082082 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1082470.625000 Penalty: 4676.103027
	Iteration 3F: 3 clusters Score -1082471 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1082816.000000 Penalty: 4676.103027
	Iteration 4F: 3 clusters Score -1082816 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1083188.000000 Penalty: 4676.103027
	Iteration 5F: 3 clusters Score -1083188 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1083536.750000 Penalty: 4676.103027
	Iteration 6Q: 3 clusters Score -1083537 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1083837.625000 Penalty: 4676.103027
	Iteration 7Q: 3 clusters Score -1083838 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1084093.000000 Penalty: 4676.103027
	Iteration 8Q: 3 clusters Score -1084093 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1084293.625000 Penalty: 4676.103027
	Iteration 9Q: 3 clusters Score -1084294 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1084446.125000 Penalty: 4676.103027
	Iteration 10Q: 3 clusters Score -1084446 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1084594.125000 Penalty: 4676.103027
	Iteration 11Q: 3 clusters Score -1084594 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1084702.625000 Penalty: 4676.103027
	Iteration 12Q: 3 clusters Score -1084703 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1084805.375000 Penalty: 4676.103027
	Iteration 13Q: 3 clusters Score -1084805 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1084895.750000 Penalty: 4676.103027
	Iteration 14Q: 3 clusters Score -1084896 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1084981.750000 Penalty: 4676.103027
	Iteration 15Q: 3 clusters Score -1084982 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1085080.500000 Penalty: 4676.103027
	Iteration 16Q: 3 clusters Score -1085080 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1085179.500000 Penalty: 4676.103027
	Iteration 17Q: 3 clusters Score -1085180 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1085259.125000 Penalty: 4676.103027
	Iteration 18Q: 3 clusters Score -1085259 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1085319.875000 Penalty: 4676.103027
	Iteration 19Q: 3 clusters Score -1085320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1085384.125000 Penalty: 4676.103027
	Iteration 20F: 3 clusters Score -1085384 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1085448.875000 Penalty: 4676.103027
	Iteration 21Q: 3 clusters Score -1085449 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1085503.625000 Penalty: 4676.103027
	Iteration 22Q: 3 clusters Score -1085504 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1085567.750000 Penalty: 4676.103027
	Iteration 23Q: 3 clusters Score -1085568 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1085624.000000 Penalty: 4676.103027
	Iteration 24Q: 3 clusters Score -1085624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1085685.250000 Penalty: 4676.103027
	Iteration 25Q: 3 clusters Score -1085685 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1085753.250000 Penalty: 4676.103027
	Iteration 26Q: 3 clusters Score -1085753 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1085818.500000 Penalty: 4676.103027
	Iteration 27Q: 3 clusters Score -1085818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1085872.250000 Penalty: 4676.103027
	Iteration 28Q: 3 clusters Score -1085872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1085922.125000 Penalty: 4676.103027
	Iteration 29Q: 3 clusters Score -1085922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1085949.625000 Penalty: 4676.103027
	Iteration 30Q: 3 clusters Score -1085950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1085978.625000 Penalty: 4676.103027
	Iteration 31Q: 3 clusters Score -1085979 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1085996.750000 Penalty: 4676.103027
	Iteration 32Q: 3 clusters Score -1085997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1086021.500000 Penalty: 4676.103027
	Iteration 33Q: 3 clusters Score -1086022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1086046.625000 Penalty: 4676.103027
	Iteration 34Q: 3 clusters Score -1086047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1086055.250000 Penalty: 4676.103027
	Iteration 35Q: 3 clusters Score -1086055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1086070.375000 Penalty: 4676.103027
	Iteration 36Q: 3 clusters Score -1086070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1086079.500000 Penalty: 4676.103027
	Iteration 37Q: 3 clusters Score -1086080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1086092.000000 Penalty: 4676.103027
	Iteration 38Q: 3 clusters Score -1086092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1086100.375000 Penalty: 4676.103027
	Iteration 39Q: 3 clusters Score -1086100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1086109.375000 Penalty: 4676.103027
	Iteration 40F: 3 clusters Score -1086109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1086109.375000 Penalty: 4676.103027
	Iteration 41Q: 3 clusters Score -1086109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1086115.125000 Penalty: 4676.103027
	Iteration 42Q: 3 clusters Score -1086115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1086122.625000 Penalty: 4676.103027
	Iteration 43Q: 3 clusters Score -1086123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1086133.125000 Penalty: 4676.103027
	Iteration 44Q: 3 clusters Score -1086133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1086140.250000 Penalty: 4676.103027
	Iteration 45Q: 3 clusters Score -1086140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1086146.375000 Penalty: 4676.103027
	Iteration 46Q: 3 clusters Score -1086146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1086149.500000 Penalty: 4676.103027
	Iteration 47Q: 3 clusters Score -1086150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1086156.875000 Penalty: 4676.103027
	Iteration 48Q: 3 clusters Score -1086157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1086161.625000 Penalty: 4676.103027
	Iteration 49Q: 3 clusters Score -1086162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1086163.375000 Penalty: 4676.103027
	Iteration 50Q: 3 clusters Score -1086163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1086166.875000 Penalty: 4676.103027
	Iteration 51Q: 3 clusters Score -1086167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1086165.750000 Penalty: 4676.103027
	Iteration 52Q: 3 clusters Score -1086166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1086164.375000 Penalty: 4676.103027
	Iteration 53Q: 3 clusters Score -1086164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1086164.875000 Penalty: 4676.103027
	Iteration 54Q: 3 clusters Score -1086165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1086165.625000 Penalty: 4676.103027
	Iteration 55Q: 3 clusters Score -1086166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1086165.000000 Penalty: 4676.103027
	Iteration 56Q: 3 clusters Score -1086165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1086165.750000 Penalty: 4676.103027
	Iteration 57Q: 3 clusters Score -1086166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1086165.750000 Penalty: 4676.103027
	Iteration 58F: 3 clusters Score -1086166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 6995 members 
Mstep: Class 10 contains 22709 members 
Mstep: Class 11 contains 53456 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 61040 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 18248 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 4636 members 
Mstep: Class 20 contains 12427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38101900.000000 Penalty: 84147.390625
Iteration 39Q: 27 clusters Score -3.81019e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 23782 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 21635 members 
Mstep: Class 5 contains 20909 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 7475 members 
Mstep: Class 9 contains 5016 members 
Mstep: Class 10 contains 23049 members 
Mstep: Class 11 contains 52651 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 17544 members 
Mstep: Class 14 contains 12263 members 
Mstep: Class 15 contains 62151 members 
Mstep: Class 16 contains 8197 members 
Mstep: Class 17 contains 18234 members 
Mstep: Class 18 contains 11231 members 
Mstep: Class 19 contains 4670 members 
Mstep: Class 20 contains 12476 members 
Mstep: Class 21 contains 10764 members 
Mstep: Class 22 contains 3422 members 
Mstep: Class 23 contains 90837 members 
Mstep: Class 24 contains 7216 members 
Mstep: Class 25 contains 17864 members 
Mstep: Class 26 contains 7144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38112288.000000 Penalty: 84147.390625
Iteration 40F: 27 clusters Score -3.811229e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 23571 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 21874 members 
Mstep: Class 5 contains 22448 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 7638 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 21800 members 
Mstep: Class 11 contains 51212 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 13 contains 17458 members 
Mstep: Class 14 contains 11989 members 
Mstep: Class 15 contains 61991 members 
Mstep: Class 16 contains 8197 members 
Mstep: Class 17 contains 16881 members 
Mstep: Class 18 contains 10928 members 
Mstep: Class 19 contains 4705 members 
Mstep: Class 20 contains 12428 members 
Mstep: Class 21 contains 11720 members 
Mstep: Class 22 contains 3628 members 
Mstep: Class 23 contains 91353 members 
Mstep: Class 24 contains 7946 members 
Mstep: Class 25 contains 18370 members 
Mstep: Class 26 contains 7388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38120208.000000 Penalty: 84147.390625
Iteration 41Q: 27 clusters Score -3.812021e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 23467 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 21993 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 7716 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 20980 members 
Mstep: Class 11 contains 50221 members 
Mstep: Class 12 contains 4902 members 
Mstep: Class 13 contains 17356 members 
Mstep: Class 14 contains 11810 members 
Mstep: Class 15 contains 61736 members 
Mstep: Class 16 contains 8276 members 
Mstep: Class 17 contains 16161 members 
Mstep: Class 18 contains 10750 members 
Mstep: Class 19 contains 4765 members 
Mstep: Class 20 contains 12409 members 
Mstep: Class 21 contains 12364 members 
Mstep: Class 22 contains 3705 members 
Mstep: Class 23 contains 91786 members 
Mstep: Class 24 contains 8463 members 
Mstep: Class 25 contains 18670 members 
Mstep: Class 26 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38124224.000000 Penalty: 84147.390625
Iteration 42Q: 27 clusters Score -3.812422e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 23426 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 22055 members 
Mstep: Class 5 contains 23343 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 5995 members 
Mstep: Class 10 contains 20379 members 
Mstep: Class 11 contains 49481 members 
Mstep: Class 12 contains 4874 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 11685 members 
Mstep: Class 15 contains 61408 members 
Mstep: Class 16 contains 8353 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 10612 members 
Mstep: Class 19 contains 4820 members 
Mstep: Class 20 contains 12394 members 
Mstep: Class 21 contains 12824 members 
Mstep: Class 22 contains 3761 members 
Mstep: Class 23 contains 92162 members 
Mstep: Class 24 contains 8926 members 
Mstep: Class 25 contains 18885 members 
Mstep: Class 26 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125232.000000 Penalty: 84147.390625
Iteration 43Q: 27 clusters Score -3.812523e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3194 members 
Mstep: Class 4 contains 22071 members 
Mstep: Class 5 contains 23344 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 7 contains 2439 members 
Mstep: Class 8 contains 7762 members 
Mstep: Class 9 contains 6241 members 
Mstep: Class 10 contains 19897 members 
Mstep: Class 11 contains 48895 members 
Mstep: Class 12 contains 4883 members 
Mstep: Class 13 contains 17177 members 
Mstep: Class 14 contains 11581 members 
Mstep: Class 15 contains 61093 members 
Mstep: Class 16 contains 8427 members 
Mstep: Class 17 contains 16008 members 
Mstep: Class 18 contains 10477 members 
Mstep: Class 19 contains 4865 members 
Mstep: Class 20 contains 12380 members 
Mstep: Class 21 contains 13210 members 
Mstep: Class 22 contains 3809 members 
Mstep: Class 23 contains 92508 members 
Mstep: Class 24 contains 9306 members 
Mstep: Class 25 contains 19012 members 
Mstep: Class 26 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125664.000000 Penalty: 84147.390625
Iteration 44Q: 27 clusters Score -3.812566e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 23394 members 
Mstep: Class 3 contains 3169 members 
Mstep: Class 4 contains 22094 members 
Mstep: Class 5 contains 23327 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 2504 members 
Mstep: Class 8 contains 7766 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 19523 members 
Mstep: Class 11 contains 48438 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 17120 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 15 contains 60795 members 
Mstep: Class 16 contains 8488 members 
Mstep: Class 17 contains 16008 members 
Mstep: Class 18 contains 10353 members 
Mstep: Class 19 contains 4894 members 
Mstep: Class 20 contains 12378 members 
Mstep: Class 21 contains 13504 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 92813 members 
Mstep: Class 24 contains 9645 members 
Mstep: Class 25 contains 19095 members 
Mstep: Class 26 contains 7435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38126372.000000 Penalty: 84147.390625
Iteration 45Q: 27 clusters Score -3.812637e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 23379 members 
Mstep: Class 3 contains 3173 members 
Mstep: Class 4 contains 22111 members 
Mstep: Class 5 contains 23308 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 7770 members 
Mstep: Class 9 contains 6581 members 
Mstep: Class 10 contains 19199 members 
Mstep: Class 11 contains 48050 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 17054 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 60489 members 
Mstep: Class 16 contains 8539 members 
Mstep: Class 17 contains 16005 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 12374 members 
Mstep: Class 21 contains 13756 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 93108 members 
Mstep: Class 24 contains 9954 members 
Mstep: Class 25 contains 19156 members 
Mstep: Class 26 contains 7417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38126660.000000 Penalty: 84147.390625
Iteration 46Q: 27 clusters Score -3.812666e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 23370 members 
Mstep: Class 3 contains 3173 members 
Mstep: Class 4 contains 22118 members 
Mstep: Class 5 contains 23300 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 6714 members 
Mstep: Class 10 contains 18944 members 
Mstep: Class 11 contains 47737 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 13 contains 16987 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 60196 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 16003 members 
Mstep: Class 18 contains 10213 members 
Mstep: Class 19 contains 4944 members 
Mstep: Class 20 contains 12373 members 
Mstep: Class 21 contains 13965 members 
Mstep: Class 22 contains 3882 members 
Mstep: Class 23 contains 93386 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 19196 members 
Mstep: Class 26 contains 7390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38127180.000000 Penalty: 84147.390625
Iteration 47Q: 27 clusters Score -3.812718e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 23363 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 22118 members 
Mstep: Class 5 contains 23293 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 10 contains 18745 members 
Mstep: Class 11 contains 47429 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 16917 members 
Mstep: Class 14 contains 11375 members 
Mstep: Class 15 contains 59902 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 15996 members 
Mstep: Class 18 contains 10184 members 
Mstep: Class 19 contains 4961 members 
Mstep: Class 20 contains 12371 members 
Mstep: Class 21 contains 14142 members 
Mstep: Class 22 contains 3891 members 
Mstep: Class 23 contains 93616 members 
Mstep: Class 24 contains 10514 members 
Mstep: Class 25 contains 19229 members 
Mstep: Class 26 contains 7375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38127460.000000 Penalty: 84147.390625
Iteration 48Q: 27 clusters Score -3.812746e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 23355 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 4 contains 22121 members 
Mstep: Class 5 contains 23289 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 6956 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 47188 members 
Mstep: Class 12 contains 4839 members 
Mstep: Class 13 contains 16850 members 
Mstep: Class 14 contains 11328 members 
Mstep: Class 15 contains 59631 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 15995 members 
Mstep: Class 18 contains 10154 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 14290 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 93825 members 
Mstep: Class 24 contains 10774 members 
Mstep: Class 25 contains 19238 members 
Mstep: Class 26 contains 7356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38127724.000000 Penalty: 84147.390625
Iteration 49Q: 27 clusters Score -3.812772e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 23353 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 22124 members 
Mstep: Class 5 contains 23278 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 46988 members 
Mstep: Class 12 contains 4842 members 
Mstep: Class 13 contains 16784 members 
Mstep: Class 14 contains 11270 members 
Mstep: Class 15 contains 59357 members 
Mstep: Class 16 contains 8775 members 
Mstep: Class 17 contains 15996 members 
Mstep: Class 18 contains 10105 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 20 contains 12368 members 
Mstep: Class 21 contains 14388 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 94024 members 
Mstep: Class 24 contains 11012 members 
Mstep: Class 25 contains 19250 members 
Mstep: Class 26 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128104.000000 Penalty: 84147.390625
Iteration 50Q: 27 clusters Score -3.81281e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 23350 members 
Mstep: Class 3 contains 3220 members 
Mstep: Class 4 contains 22120 members 
Mstep: Class 5 contains 23261 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 7192 members 
Mstep: Class 10 contains 18353 members 
Mstep: Class 11 contains 46799 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 16733 members 
Mstep: Class 14 contains 11240 members 
Mstep: Class 15 contains 59080 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 15997 members 
Mstep: Class 18 contains 10049 members 
Mstep: Class 19 contains 5014 members 
Mstep: Class 20 contains 12364 members 
Mstep: Class 21 contains 14471 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 94231 members 
Mstep: Class 24 contains 11231 members 
Mstep: Class 25 contains 19261 members 
Mstep: Class 26 contains 7305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128160.000000 Penalty: 84147.390625
Iteration 51Q: 27 clusters Score -3.812816e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 23350 members 
Mstep: Class 3 contains 3237 members 
Mstep: Class 4 contains 22114 members 
Mstep: Class 5 contains 23249 members 
Mstep: Class 6 contains 4433 members 
Mstep: Class 7 contains 2676 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 18258 members 
Mstep: Class 11 contains 46618 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 16689 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 58816 members 
Mstep: Class 16 contains 8886 members 
Mstep: Class 17 contains 15996 members 
Mstep: Class 18 contains 10015 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 20 contains 12363 members 
Mstep: Class 21 contains 14549 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 94408 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 19262 members 
Mstep: Class 26 contains 7291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128292.000000 Penalty: 84147.390625
Iteration 52Q: 27 clusters Score -3.812829e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 23349 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 22109 members 
Mstep: Class 5 contains 23239 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 18177 members 
Mstep: Class 11 contains 46444 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 16649 members 
Mstep: Class 14 contains 11177 members 
Mstep: Class 15 contains 58540 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 15994 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 5043 members 
Mstep: Class 20 contains 12364 members 
Mstep: Class 21 contains 14617 members 
Mstep: Class 22 contains 3924 members 
Mstep: Class 23 contains 94595 members 
Mstep: Class 24 contains 11681 members 
Mstep: Class 25 contains 19263 members 
Mstep: Class 26 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128308.000000 Penalty: 84147.390625
Iteration 53Q: 27 clusters Score -3.812831e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 23348 members 
Mstep: Class 3 contains 3277 members 
Mstep: Class 4 contains 22101 members 
Mstep: Class 5 contains 23235 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 46298 members 
Mstep: Class 12 contains 4867 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 14 contains 11166 members 
Mstep: Class 15 contains 58275 members 
Mstep: Class 16 contains 8951 members 
Mstep: Class 17 contains 15993 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 5059 members 
Mstep: Class 20 contains 12365 members 
Mstep: Class 21 contains 14693 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 94775 members 
Mstep: Class 24 contains 11874 members 
Mstep: Class 25 contains 19262 members 
Mstep: Class 26 contains 7264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128256.000000 Penalty: 84147.390625
Iteration 54Q: 27 clusters Score -3.812826e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 23347 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 22094 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 8 contains 7770 members 
Mstep: Class 9 contains 7494 members 
Mstep: Class 10 contains 18005 members 
Mstep: Class 11 contains 46152 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 13 contains 16554 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 58015 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 15991 members 
Mstep: Class 18 contains 9927 members 
Mstep: Class 19 contains 5070 members 
Mstep: Class 20 contains 12364 members 
Mstep: Class 21 contains 14764 members 
Mstep: Class 22 contains 3931 members 
Mstep: Class 23 contains 94954 members 
Mstep: Class 24 contains 12075 members 
Mstep: Class 25 contains 19262 members 
Mstep: Class 26 contains 7250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128396.000000 Penalty: 84147.390625
Iteration 55Q: 27 clusters Score -3.81284e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 23346 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 22086 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7560 members 
Mstep: Class 10 contains 17931 members 
Mstep: Class 11 contains 46046 members 
Mstep: Class 12 contains 4881 members 
Mstep: Class 13 contains 16516 members 
Mstep: Class 14 contains 11147 members 
Mstep: Class 15 contains 57779 members 
Mstep: Class 16 contains 9008 members 
Mstep: Class 17 contains 15989 members 
Mstep: Class 18 contains 9876 members 
Mstep: Class 19 contains 5077 members 
Mstep: Class 20 contains 12363 members 
Mstep: Class 21 contains 14819 members 
Mstep: Class 22 contains 3933 members 
Mstep: Class 23 contains 95114 members 
Mstep: Class 24 contains 12273 members 
Mstep: Class 25 contains 19267 members 
Mstep: Class 26 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128572.000000 Penalty: 84147.390625
Iteration 56Q: 27 clusters Score -3.812857e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 23346 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 22082 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7618 members 
Mstep: Class 10 contains 17872 members 
Mstep: Class 11 contains 45962 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 16476 members 
Mstep: Class 14 contains 11126 members 
Mstep: Class 15 contains 57542 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 15990 members 
Mstep: Class 18 contains 9837 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 12361 members 
Mstep: Class 21 contains 14862 members 
Mstep: Class 22 contains 3939 members 
Mstep: Class 23 contains 95237 members 
Mstep: Class 24 contains 12485 members 
Mstep: Class 25 contains 19264 members 
Mstep: Class 26 contains 7218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128704.000000 Penalty: 84147.390625
Iteration 57Q: 27 clusters Score -3.81287e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 23343 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 22077 members 
Mstep: Class 5 contains 23230 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 2736 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 17814 members 
Mstep: Class 11 contains 45856 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 13 contains 16447 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 57348 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 17 contains 15989 members 
Mstep: Class 18 contains 9804 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 12361 members 
Mstep: Class 21 contains 14910 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 95342 members 
Mstep: Class 24 contains 12674 members 
Mstep: Class 25 contains 19264 members 
Mstep: Class 26 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128760.000000 Penalty: 84147.390625
Iteration 58Q: 27 clusters Score -3.812876e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 23342 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 4 contains 22071 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 2745 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 17762 members 
Mstep: Class 11 contains 45752 members 
Mstep: Class 12 contains 4901 members 
Mstep: Class 13 contains 16404 members 
Mstep: Class 14 contains 11104 members 
Mstep: Class 15 contains 57166 members 
Mstep: Class 16 contains 9062 members 
Mstep: Class 17 contains 15986 members 
Mstep: Class 18 contains 9786 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 12361 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 95444 members 
Mstep: Class 24 contains 12836 members 
Mstep: Class 25 contains 19268 members 
Mstep: Class 26 contains 7194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128796.000000 Penalty: 84147.390625
Iteration 59Q: 27 clusters Score -3.81288e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 23341 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 22066 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 2752 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 17715 members 
Mstep: Class 11 contains 45647 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 13 contains 16369 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 56999 members 
Mstep: Class 16 contains 9082 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 5122 members 
Mstep: Class 20 contains 12360 members 
Mstep: Class 21 contains 14981 members 
Mstep: Class 22 contains 3949 members 
Mstep: Class 23 contains 95543 members 
Mstep: Class 24 contains 12969 members 
Mstep: Class 25 contains 19270 members 
Mstep: Class 26 contains 7194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128944.000000 Penalty: 84147.390625
Iteration 60F: 27 clusters Score -3.812894e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 22067 members 
Mstep: Class 5 contains 23228 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 2764 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7820 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 45557 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 16338 members 
Mstep: Class 14 contains 11086 members 
Mstep: Class 15 contains 56844 members 
Mstep: Class 16 contains 9094 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 9760 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 15008 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 95624 members 
Mstep: Class 24 contains 13100 members 
Mstep: Class 25 contains 19271 members 
Mstep: Class 26 contains 7178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128932.000000 Penalty: 84147.390625
Iteration 61Q: 27 clusters Score -3.812893e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 22066 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 2771 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7871 members 
Mstep: Class 10 contains 17638 members 
Mstep: Class 11 contains 45467 members 
Mstep: Class 12 contains 4922 members 
Mstep: Class 13 contains 16301 members 
Mstep: Class 14 contains 11078 members 
Mstep: Class 15 contains 56705 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 9748 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 15035 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 95688 members 
Mstep: Class 24 contains 13230 members 
Mstep: Class 25 contains 19272 members 
Mstep: Class 26 contains 7166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128976.000000 Penalty: 84147.390625
Iteration 62Q: 27 clusters Score -3.812898e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 23337 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 22062 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7908 members 
Mstep: Class 10 contains 17605 members 
Mstep: Class 11 contains 45385 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 16266 members 
Mstep: Class 14 contains 11062 members 
Mstep: Class 15 contains 56576 members 
Mstep: Class 16 contains 9145 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 9754 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 12357 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 95752 members 
Mstep: Class 24 contains 13343 members 
Mstep: Class 25 contains 19275 members 
Mstep: Class 26 contains 7161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129100.000000 Penalty: 84147.390625
Iteration 63Q: 27 clusters Score -3.81291e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 23335 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 22062 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 2787 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 7947 members 
Mstep: Class 10 contains 17571 members 
Mstep: Class 11 contains 45354 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 11018 members 
Mstep: Class 15 contains 56459 members 
Mstep: Class 16 contains 9182 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 9757 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 12357 members 
Mstep: Class 21 contains 15070 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 95798 members 
Mstep: Class 24 contains 13440 members 
Mstep: Class 25 contains 19278 members 
Mstep: Class 26 contains 7158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129196.000000 Penalty: 84147.390625
Iteration 64Q: 27 clusters Score -3.81292e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 23333 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 22056 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 2794 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 7983 members 
Mstep: Class 10 contains 17536 members 
Mstep: Class 11 contains 45325 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 16216 members 
Mstep: Class 14 contains 11005 members 
Mstep: Class 15 contains 56337 members 
Mstep: Class 16 contains 9219 members 
Mstep: Class 17 contains 15981 members 
Mstep: Class 18 contains 9748 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 15082 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 95844 members 
Mstep: Class 24 contains 13533 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 7146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129284.000000 Penalty: 84147.390625
Iteration 65Q: 27 clusters Score -3.812928e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 23332 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 22052 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 17494 members 
Mstep: Class 11 contains 45290 members 
Mstep: Class 12 contains 4930 members 
Mstep: Class 13 contains 16201 members 
Mstep: Class 14 contains 10995 members 
Mstep: Class 15 contains 56220 members 
Mstep: Class 16 contains 9249 members 
Mstep: Class 17 contains 15980 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 5143 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 15102 members 
Mstep: Class 22 contains 3958 members 
Mstep: Class 23 contains 95890 members 
Mstep: Class 24 contains 13637 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 7139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129448.000000 Penalty: 84147.390625
Iteration 66Q: 27 clusters Score -3.812945e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 23330 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 22044 members 
Mstep: Class 5 contains 23228 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 7773 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 17464 members 
Mstep: Class 11 contains 45238 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 16186 members 
Mstep: Class 14 contains 10992 members 
Mstep: Class 15 contains 56117 members 
Mstep: Class 16 contains 9278 members 
Mstep: Class 17 contains 15979 members 
Mstep: Class 18 contains 9735 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 12360 members 
Mstep: Class 21 contains 15113 members 
Mstep: Class 22 contains 3958 members 
Mstep: Class 23 contains 95926 members 
Mstep: Class 24 contains 13734 members 
Mstep: Class 25 contains 19276 members 
Mstep: Class 26 contains 7136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129520.000000 Penalty: 84147.390625
Iteration 67Q: 27 clusters Score -3.812952e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 23329 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 22036 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 7773 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 17436 members 
Mstep: Class 11 contains 45172 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 10987 members 
Mstep: Class 15 contains 56026 members 
Mstep: Class 16 contains 9295 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 15123 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 95967 members 
Mstep: Class 24 contains 13830 members 
Mstep: Class 25 contains 19276 members 
Mstep: Class 26 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129568.000000 Penalty: 84147.390625
Iteration 68Q: 27 clusters Score -3.812957e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 23329 members 
Mstep: Class 3 contains 3459 members 
Mstep: Class 4 contains 22030 members 
Mstep: Class 5 contains 23230 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 7773 members 
Mstep: Class 9 contains 8101 members 
Mstep: Class 10 contains 17412 members 
Mstep: Class 11 contains 45124 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 10969 members 
Mstep: Class 15 contains 55934 members 
Mstep: Class 16 contains 9318 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 15136 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 95996 members 
Mstep: Class 24 contains 13918 members 
Mstep: Class 25 contains 19275 members 
Mstep: Class 26 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129628.000000 Penalty: 84147.390625
Iteration 69Q: 27 clusters Score -3.812963e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 23329 members 
Mstep: Class 3 contains 3467 members 
Mstep: Class 4 contains 22026 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4435 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 8139 members 
Mstep: Class 10 contains 17388 members 
Mstep: Class 11 contains 45074 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 16150 members 
Mstep: Class 14 contains 10948 members 
Mstep: Class 15 contains 55847 members 
Mstep: Class 16 contains 9342 members 
Mstep: Class 17 contains 15977 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 5158 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 15145 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 96020 members 
Mstep: Class 24 contains 13997 members 
Mstep: Class 25 contains 19276 members 
Mstep: Class 26 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129620.000000 Penalty: 84147.390625
Iteration 70Q: 27 clusters Score -3.812962e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 23327 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 22025 members 
Mstep: Class 5 contains 23228 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 7773 members 
Mstep: Class 9 contains 8160 members 
Mstep: Class 10 contains 17371 members 
Mstep: Class 11 contains 45015 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 16141 members 
Mstep: Class 14 contains 10935 members 
Mstep: Class 15 contains 55755 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 15975 members 
Mstep: Class 18 contains 9721 members 
Mstep: Class 19 contains 5159 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 15153 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 96044 members 
Mstep: Class 24 contains 14083 members 
Mstep: Class 25 contains 19277 members 
Mstep: Class 26 contains 7124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129560.000000 Penalty: 84147.390625
Iteration 71Q: 27 clusters Score -3.812956e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 23327 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 22019 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 7773 members 
Mstep: Class 9 contains 8184 members 
Mstep: Class 10 contains 17359 members 
Mstep: Class 11 contains 44981 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 16129 members 
Mstep: Class 14 contains 10922 members 
Mstep: Class 15 contains 55663 members 
Mstep: Class 16 contains 9391 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 5159 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 15156 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 96077 members 
Mstep: Class 24 contains 14152 members 
Mstep: Class 25 contains 19278 members 
Mstep: Class 26 contains 7124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129616.000000 Penalty: 84147.390625
Iteration 72Q: 27 clusters Score -3.812962e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 23327 members 
Mstep: Class 3 contains 3488 members 
Mstep: Class 4 contains 22012 members 
Mstep: Class 5 contains 23225 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 8202 members 
Mstep: Class 10 contains 17345 members 
Mstep: Class 11 contains 44959 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 16108 members 
Mstep: Class 14 contains 10900 members 
Mstep: Class 15 contains 55578 members 
Mstep: Class 16 contains 9398 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 5159 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 15159 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 96101 members 
Mstep: Class 24 contains 14246 members 
Mstep: Class 25 contains 19278 members 
Mstep: Class 26 contains 7128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129640.000000 Penalty: 84147.390625
Iteration 73Q: 27 clusters Score -3.812964e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 23327 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 22007 members 
Mstep: Class 5 contains 23225 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 17332 members 
Mstep: Class 11 contains 44932 members 
Mstep: Class 12 contains 4953 members 
Mstep: Class 13 contains 16093 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 55499 members 
Mstep: Class 16 contains 9410 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 9697 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 12357 members 
Mstep: Class 21 contains 15165 members 
Mstep: Class 22 contains 3965 members 
Mstep: Class 23 contains 96120 members 
Mstep: Class 24 contains 14342 members 
Mstep: Class 25 contains 19279 members 
Mstep: Class 26 contains 7126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129676.000000 Penalty: 84147.390625
Iteration 74Q: 27 clusters Score -3.812968e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 23326 members 
Mstep: Class 3 contains 3503 members 
Mstep: Class 4 contains 22002 members 
Mstep: Class 5 contains 23224 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 17321 members 
Mstep: Class 11 contains 44901 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 16075 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 55420 members 
Mstep: Class 16 contains 9413 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 9689 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 12357 members 
Mstep: Class 21 contains 15171 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 96135 members 
Mstep: Class 24 contains 14449 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129648.000000 Penalty: 84147.390625
Iteration 75Q: 27 clusters Score -3.812965e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 23326 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 22001 members 
Mstep: Class 5 contains 23225 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 8256 members 
Mstep: Class 10 contains 17311 members 
Mstep: Class 11 contains 44839 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 16061 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 55349 members 
Mstep: Class 16 contains 9415 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 15176 members 
Mstep: Class 22 contains 3970 members 
Mstep: Class 23 contains 96154 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 19282 members 
Mstep: Class 26 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129736.000000 Penalty: 84147.390625
Iteration 76Q: 27 clusters Score -3.812974e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 23323 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 21996 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 7775 members 
Mstep: Class 9 contains 8281 members 
Mstep: Class 10 contains 17302 members 
Mstep: Class 11 contains 44793 members 
Mstep: Class 12 contains 4961 members 
Mstep: Class 13 contains 16051 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 55284 members 
Mstep: Class 16 contains 9426 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 5159 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 15181 members 
Mstep: Class 22 contains 3971 members 
Mstep: Class 23 contains 96178 members 
Mstep: Class 24 contains 14639 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129808.000000 Penalty: 84147.390625
Iteration 77Q: 27 clusters Score -3.812981e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 23323 members 
Mstep: Class 3 contains 3532 members 
Mstep: Class 4 contains 21996 members 
Mstep: Class 5 contains 23223 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 8311 members 
Mstep: Class 10 contains 17297 members 
Mstep: Class 11 contains 44746 members 
Mstep: Class 12 contains 4961 members 
Mstep: Class 13 contains 16041 members 
Mstep: Class 14 contains 10841 members 
Mstep: Class 15 contains 55224 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 15975 members 
Mstep: Class 18 contains 9656 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 15181 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 96191 members 
Mstep: Class 24 contains 14714 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 7094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129768.000000 Penalty: 84147.390625
Iteration 78Q: 27 clusters Score -3.812977e+07 nChanged 252
Entering ConstructFrom: 
Score: -38129768.000000 Penalty: 84147.390625
Entering ConstructFrom: 
Trying to split cluster 1 (11585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Entering Unmasked Estep 
Score: -999496.562500 Penalty: 2320.651855
	Iteration 0F: 2 clusters Score -999496.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -990879.625000 Penalty: 4641.303711
	Iteration 0F: 3 clusters Score -990879.6 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -993423.000000 Penalty: 4641.303711
	Iteration 1F: 3 clusters Score -993423 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -993711.562500 Penalty: 4641.303711
	Iteration 2F: 3 clusters Score -993711.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -993885.687500 Penalty: 4641.303711
	Iteration 3Q: 3 clusters Score -993885.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -994017.187500 Penalty: 4641.303711
	Iteration 4Q: 3 clusters Score -994017.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -994120.000000 Penalty: 4641.303711
	Iteration 5Q: 3 clusters Score -994120 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -994216.062500 Penalty: 4641.303711
	Iteration 6Q: 3 clusters Score -994216.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -994307.187500 Penalty: 4641.303711
	Iteration 7Q: 3 clusters Score -994307.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -994377.625000 Penalty: 4641.303711
	Iteration 8Q: 3 clusters Score -994377.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -994429.937500 Penalty: 4641.303711
	Iteration 9Q: 3 clusters Score -994429.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -994474.875000 Penalty: 4641.303711
	Iteration 10Q: 3 clusters Score -994474.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -994520.875000 Penalty: 4641.303711
	Iteration 11Q: 3 clusters Score -994520.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -994579.187500 Penalty: 4641.303711
	Iteration 12Q: 3 clusters Score -994579.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -994641.562500 Penalty: 4641.303711
	Iteration 13Q: 3 clusters Score -994641.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -994708.687500 Penalty: 4641.303711
	Iteration 14Q: 3 clusters Score -994708.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -994775.375000 Penalty: 4641.303711
	Iteration 15Q: 3 clusters Score -994775.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -994852.812500 Penalty: 4641.303711
	Iteration 16Q: 3 clusters Score -994852.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -994926.687500 Penalty: 4641.303711
	Iteration 17Q: 3 clusters Score -994926.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -995016.062500 Penalty: 4641.303711
	Iteration 18Q: 3 clusters Score -995016.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -995115.125000 Penalty: 4641.303711
	Iteration 19Q: 3 clusters Score -995115.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -995213.250000 Penalty: 4641.303711
	Iteration 20F: 3 clusters Score -995213.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -995316.812500 Penalty: 4641.303711
	Iteration 21Q: 3 clusters Score -995316.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -995423.875000 Penalty: 4641.303711
	Iteration 22Q: 3 clusters Score -995423.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -995538.250000 Penalty: 4641.303711
	Iteration 23Q: 3 clusters Score -995538.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -995639.437500 Penalty: 4641.303711
	Iteration 24Q: 3 clusters Score -995639.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -995742.625000 Penalty: 4641.303711
	Iteration 25Q: 3 clusters Score -995742.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -995843.250000 Penalty: 4641.303711
	Iteration 26Q: 3 clusters Score -995843.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -995949.187500 Penalty: 4641.303711
	Iteration 27Q: 3 clusters Score -995949.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -996094.062500 Penalty: 4641.303711
	Iteration 28Q: 3 clusters Score -996094.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -996292.062500 Penalty: 4641.303711
	Iteration 29Q: 3 clusters Score -996292.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -996642.312500 Penalty: 4641.303711
	Iteration 30Q: 3 clusters Score -996642.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -997431.687500 Penalty: 4641.303711
	Iteration 31Q: 3 clusters Score -997431.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -998837.500000 Penalty: 4641.303711
	Iteration 32Q: 3 clusters Score -998837.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -999537.312500 Penalty: 4641.303711
	Iteration 33F: 3 clusters Score -999537.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1000123.312500 Penalty: 4641.303711
	Iteration 34Q: 3 clusters Score -1000123 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1000768.750000 Penalty: 4641.303711
	Iteration 35Q: 3 clusters Score -1000769 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1001754.625000 Penalty: 4641.303711
	Iteration 36Q: 3 clusters Score -1001755 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1003173.562500 Penalty: 4641.303711
	Iteration 37Q: 3 clusters Score -1003174 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1004762.937500 Penalty: 4641.303711
	Iteration 38Q: 3 clusters Score -1004763 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1005202.187500 Penalty: 4641.303711
	Iteration 39Q: 3 clusters Score -1005202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1005215.375000 Penalty: 4641.303711
	Iteration 40F: 3 clusters Score -1005215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1005216.562500 Penalty: 4641.303711
	Iteration 41Q: 3 clusters Score -1005217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1005216.250000 Penalty: 4641.303711
	Iteration 42Q: 3 clusters Score -1005216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1005216.250000 Penalty: 4641.303711
	Iteration 43F: 3 clusters Score -1005216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 23323 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 21995 members 
Mstep: Class 5 contains 23222 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 17290 members 
Mstep: Class 11 contains 44710 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 16033 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 55164 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 15975 members 
Mstep: Class 18 contains 9649 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 15184 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 96206 members 
Mstep: Class 24 contains 14786 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 7083 members 
Mstep: Class 27 contains 6204 members 
Entering Unmasked Estep 
Score: -38134664.000000 Penalty: 87383.828125
Splitting cluster 1 changes total score from -38129768.000000 to -38134664.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 2 (23323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Entering Unmasked Estep 
Score: -2028932.750000 Penalty: 2494.184570
	Iteration 0F: 2 clusters Score -2028933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2012788.875000 Penalty: 4988.369141
	Iteration 0F: 3 clusters Score -2012789 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2018299.500000 Penalty: 4988.369141
	Iteration 1F: 3 clusters Score -2018300 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2018776.375000 Penalty: 4988.369141
	Iteration 2F: 3 clusters Score -2018776 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2019227.625000 Penalty: 4988.369141
	Iteration 3Q: 3 clusters Score -2019228 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2019644.250000 Penalty: 4988.369141
	Iteration 4Q: 3 clusters Score -2019644 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2020106.500000 Penalty: 4988.369141
	Iteration 5Q: 3 clusters Score -2020106 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2020632.250000 Penalty: 4988.369141
	Iteration 6Q: 3 clusters Score -2020632 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2021222.125000 Penalty: 4988.369141
	Iteration 7F: 3 clusters Score -2021222 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2021841.500000 Penalty: 4988.369141
	Iteration 8F: 3 clusters Score -2021842 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2022451.000000 Penalty: 4988.369141
	Iteration 9F: 3 clusters Score -2022451 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2022999.250000 Penalty: 4988.369141
	Iteration 10Q: 3 clusters Score -2022999 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2023452.750000 Penalty: 4988.369141
	Iteration 11Q: 3 clusters Score -2023453 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2023856.750000 Penalty: 4988.369141
	Iteration 12Q: 3 clusters Score -2023857 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2024177.750000 Penalty: 4988.369141
	Iteration 13Q: 3 clusters Score -2024178 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2024501.125000 Penalty: 4988.369141
	Iteration 14Q: 3 clusters Score -2024501 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2024820.125000 Penalty: 4988.369141
	Iteration 15Q: 3 clusters Score -2024820 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2025162.625000 Penalty: 4988.369141
	Iteration 16Q: 3 clusters Score -2025163 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2025480.500000 Penalty: 4988.369141
	Iteration 17Q: 3 clusters Score -2025480 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2025777.250000 Penalty: 4988.369141
	Iteration 18Q: 3 clusters Score -2025777 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2026012.625000 Penalty: 4988.369141
	Iteration 19Q: 3 clusters Score -2026013 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2026186.875000 Penalty: 4988.369141
	Iteration 20F: 3 clusters Score -2026187 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2026313.750000 Penalty: 4988.369141
	Iteration 21Q: 3 clusters Score -2026314 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2026424.625000 Penalty: 4988.369141
	Iteration 22Q: 3 clusters Score -2026425 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2026511.125000 Penalty: 4988.369141
	Iteration 23Q: 3 clusters Score -2026511 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2026590.750000 Penalty: 4988.369141
	Iteration 24Q: 3 clusters Score -2026591 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2026649.750000 Penalty: 4988.369141
	Iteration 25Q: 3 clusters Score -2026650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2026709.000000 Penalty: 4988.369141
	Iteration 26Q: 3 clusters Score -2026709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2026736.250000 Penalty: 4988.369141
	Iteration 27Q: 3 clusters Score -2026736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2026754.500000 Penalty: 4988.369141
	Iteration 28Q: 3 clusters Score -2026754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2026771.375000 Penalty: 4988.369141
	Iteration 29Q: 3 clusters Score -2026771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2026783.125000 Penalty: 4988.369141
	Iteration 30Q: 3 clusters Score -2026783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2026798.125000 Penalty: 4988.369141
	Iteration 31Q: 3 clusters Score -2026798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2026811.000000 Penalty: 4988.369141
	Iteration 32Q: 3 clusters Score -2026811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2026817.000000 Penalty: 4988.369141
	Iteration 33Q: 3 clusters Score -2026817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2026831.375000 Penalty: 4988.369141
	Iteration 34Q: 3 clusters Score -2026831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2026829.750000 Penalty: 4988.369141
	Iteration 35Q: 3 clusters Score -2026830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2026834.500000 Penalty: 4988.369141
	Iteration 36Q: 3 clusters Score -2026834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2026841.875000 Penalty: 4988.369141
	Iteration 37Q: 3 clusters Score -2026842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2026848.500000 Penalty: 4988.369141
	Iteration 38Q: 3 clusters Score -2026848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2026852.500000 Penalty: 4988.369141
	Iteration 39Q: 3 clusters Score -2026852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2026855.000000 Penalty: 4988.369141
	Iteration 40F: 3 clusters Score -2026855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2026855.875000 Penalty: 4988.369141
	Iteration 41Q: 3 clusters Score -2026856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2026863.625000 Penalty: 4988.369141
	Iteration 42Q: 3 clusters Score -2026864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2026860.875000 Penalty: 4988.369141
	Iteration 43Q: 3 clusters Score -2026861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2026864.375000 Penalty: 4988.369141
	Iteration 44Q: 3 clusters Score -2026864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2026865.500000 Penalty: 4988.369141
	Iteration 45Q: 3 clusters Score -2026866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2026869.250000 Penalty: 4988.369141
	Iteration 46Q: 3 clusters Score -2026869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2026867.750000 Penalty: 4988.369141
	Iteration 47Q: 3 clusters Score -2026868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2026871.875000 Penalty: 4988.369141
	Iteration 48Q: 3 clusters Score -2026872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2026873.125000 Penalty: 4988.369141
	Iteration 49Q: 3 clusters Score -2026873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2026872.375000 Penalty: 4988.369141
	Iteration 50Q: 3 clusters Score -2026872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2026872.375000 Penalty: 4988.369141
	Iteration 51Q: 3 clusters Score -2026872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2026872.375000 Penalty: 4988.369141
	Iteration 52F: 3 clusters Score -2026872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -277931.437500 Penalty: 2026.416382
	Iteration 0F: 2 clusters Score -277931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -274336.093750 Penalty: 4052.832764
	Iteration 0F: 3 clusters Score -274336.1 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -275135.093750 Penalty: 4052.832764
	Iteration 1F: 3 clusters Score -275135.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -275315.156250 Penalty: 4052.832764
	Iteration 2F: 3 clusters Score -275315.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -275412.781250 Penalty: 4052.832764
	Iteration 3Q: 3 clusters Score -275412.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -275489.625000 Penalty: 4052.832764
	Iteration 4Q: 3 clusters Score -275489.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -275540.062500 Penalty: 4052.832764
	Iteration 5Q: 3 clusters Score -275540.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -275578.093750 Penalty: 4052.832764
	Iteration 6Q: 3 clusters Score -275578.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -275612.312500 Penalty: 4052.832764
	Iteration 7Q: 3 clusters Score -275612.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -275639.562500 Penalty: 4052.832764
	Iteration 8Q: 3 clusters Score -275639.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -275664.156250 Penalty: 4052.832764
	Iteration 9Q: 3 clusters Score -275664.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -275680.875000 Penalty: 4052.832764
	Iteration 10Q: 3 clusters Score -275680.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -275695.750000 Penalty: 4052.832764
	Iteration 11Q: 3 clusters Score -275695.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -275713.406250 Penalty: 4052.832764
	Iteration 12Q: 3 clusters Score -275713.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -275735.468750 Penalty: 4052.832764
	Iteration 13Q: 3 clusters Score -275735.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -275757.125000 Penalty: 4052.832764
	Iteration 14Q: 3 clusters Score -275757.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -275776.531250 Penalty: 4052.832764
	Iteration 15Q: 3 clusters Score -275776.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -275796.937500 Penalty: 4052.832764
	Iteration 16Q: 3 clusters Score -275796.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -275822.812500 Penalty: 4052.832764
	Iteration 17Q: 3 clusters Score -275822.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -275847.750000 Penalty: 4052.832764
	Iteration 18Q: 3 clusters Score -275847.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -275867.343750 Penalty: 4052.832764
	Iteration 19Q: 3 clusters Score -275867.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -275884.687500 Penalty: 4052.832764
	Iteration 20F: 3 clusters Score -275884.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -275909.500000 Penalty: 4052.832764
	Iteration 21Q: 3 clusters Score -275909.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -275938.562500 Penalty: 4052.832764
	Iteration 22Q: 3 clusters Score -275938.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -275962.437500 Penalty: 4052.832764
	Iteration 23Q: 3 clusters Score -275962.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -275991.718750 Penalty: 4052.832764
	Iteration 24Q: 3 clusters Score -275991.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -276023.968750 Penalty: 4052.832764
	Iteration 25Q: 3 clusters Score -276024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -276056.968750 Penalty: 4052.832764
	Iteration 26Q: 3 clusters Score -276057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -276087.812500 Penalty: 4052.832764
	Iteration 27Q: 3 clusters Score -276087.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -276113.031250 Penalty: 4052.832764
	Iteration 28Q: 3 clusters Score -276113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -276140.500000 Penalty: 4052.832764
	Iteration 29Q: 3 clusters Score -276140.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -276164.812500 Penalty: 4052.832764
	Iteration 30Q: 3 clusters Score -276164.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -276191.531250 Penalty: 4052.832764
	Iteration 31Q: 3 clusters Score -276191.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -276219.468750 Penalty: 4052.832764
	Iteration 32Q: 3 clusters Score -276219.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -276251.281250 Penalty: 4052.832764
	Iteration 33Q: 3 clusters Score -276251.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -276276.312500 Penalty: 4052.832764
	Iteration 34Q: 3 clusters Score -276276.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -276298.812500 Penalty: 4052.832764
	Iteration 35Q: 3 clusters Score -276298.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -276316.937500 Penalty: 4052.832764
	Iteration 36Q: 3 clusters Score -276316.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -276333.625000 Penalty: 4052.832764
	Iteration 37Q: 3 clusters Score -276333.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -276352.812500 Penalty: 4052.832764
	Iteration 38Q: 3 clusters Score -276352.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276366.250000 Penalty: 4052.832764
	Iteration 39Q: 3 clusters Score -276366.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -276376.593750 Penalty: 4052.832764
	Iteration 40F: 3 clusters Score -276376.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -276387.656250 Penalty: 4052.832764
	Iteration 41Q: 3 clusters Score -276387.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -276396.781250 Penalty: 4052.832764
	Iteration 42Q: 3 clusters Score -276396.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -276401.937500 Penalty: 4052.832764
	Iteration 43Q: 3 clusters Score -276401.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -276407.343750 Penalty: 4052.832764
	Iteration 44Q: 3 clusters Score -276407.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276412.312500 Penalty: 4052.832764
	Iteration 45Q: 3 clusters Score -276412.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -276415.125000 Penalty: 4052.832764
	Iteration 46Q: 3 clusters Score -276415.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276418.125000 Penalty: 4052.832764
	Iteration 47Q: 3 clusters Score -276418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -276420.687500 Penalty: 4052.832764
	Iteration 48Q: 3 clusters Score -276420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -276421.843750 Penalty: 4052.832764
	Iteration 49Q: 3 clusters Score -276421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -276423.312500 Penalty: 4052.832764
	Iteration 50Q: 3 clusters Score -276423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -276427.375000 Penalty: 4052.832764
	Iteration 51Q: 3 clusters Score -276427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -276430.687500 Penalty: 4052.832764
	Iteration 52Q: 3 clusters Score -276430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276435.062500 Penalty: 4052.832764
	Iteration 53Q: 3 clusters Score -276435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276437.093750 Penalty: 4052.832764
	Iteration 54Q: 3 clusters Score -276437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276438.531250 Penalty: 4052.832764
	Iteration 55Q: 3 clusters Score -276438.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276438.531250 Penalty: 4052.832764
	Iteration 56F: 3 clusters Score -276438.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Entering Unmasked Estep 
Score: -1879672.750000 Penalty: 2479.645508
	Iteration 0F: 2 clusters Score -1879673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1864408.000000 Penalty: 4959.291016
	Iteration 0F: 3 clusters Score -1864408 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1869663.750000 Penalty: 4959.291016
	Iteration 1F: 3 clusters Score -1869664 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1870302.625000 Penalty: 4959.291016
	Iteration 2F: 3 clusters Score -1870303 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1871038.250000 Penalty: 4959.291016
	Iteration 3F: 3 clusters Score -1871038 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1871804.875000 Penalty: 4959.291016
	Iteration 4F: 3 clusters Score -1871805 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1872579.750000 Penalty: 4959.291016
	Iteration 5F: 3 clusters Score -1872580 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1873235.375000 Penalty: 4959.291016
	Iteration 6F: 3 clusters Score -1873235 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1873770.000000 Penalty: 4959.291016
	Iteration 7Q: 3 clusters Score -1873770 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1874158.500000 Penalty: 4959.291016
	Iteration 8Q: 3 clusters Score -1874158 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1874414.500000 Penalty: 4959.291016
	Iteration 9Q: 3 clusters Score -1874414 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1874636.750000 Penalty: 4959.291016
	Iteration 10Q: 3 clusters Score -1874637 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1874824.875000 Penalty: 4959.291016
	Iteration 11Q: 3 clusters Score -1874825 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1874952.000000 Penalty: 4959.291016
	Iteration 12Q: 3 clusters Score -1874952 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1875069.250000 Penalty: 4959.291016
	Iteration 13Q: 3 clusters Score -1875069 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1875187.000000 Penalty: 4959.291016
	Iteration 14Q: 3 clusters Score -1875187 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1875329.250000 Penalty: 4959.291016
	Iteration 15Q: 3 clusters Score -1875329 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1875471.125000 Penalty: 4959.291016
	Iteration 16Q: 3 clusters Score -1875471 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1875647.000000 Penalty: 4959.291016
	Iteration 17Q: 3 clusters Score -1875647 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1875894.000000 Penalty: 4959.291016
	Iteration 18Q: 3 clusters Score -1875894 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1876373.375000 Penalty: 4959.291016
	Iteration 19Q: 3 clusters Score -1876373 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1877297.000000 Penalty: 4959.291016
	Iteration 20F: 3 clusters Score -1877297 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1878443.250000 Penalty: 4959.291016
	Iteration 21Q: 3 clusters Score -1878443 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1878932.250000 Penalty: 4959.291016
	Iteration 22Q: 3 clusters Score -1878932 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1879103.750000 Penalty: 4959.291016
	Iteration 23Q: 3 clusters Score -1879104 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1879229.375000 Penalty: 4959.291016
	Iteration 24Q: 3 clusters Score -1879229 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1879350.250000 Penalty: 4959.291016
	Iteration 25Q: 3 clusters Score -1879350 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1879524.000000 Penalty: 4959.291016
	Iteration 26Q: 3 clusters Score -1879524 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1879742.250000 Penalty: 4959.291016
	Iteration 27Q: 3 clusters Score -1879742 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1880101.125000 Penalty: 4959.291016
	Iteration 28Q: 3 clusters Score -1880101 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1880652.250000 Penalty: 4959.291016
	Iteration 29Q: 3 clusters Score -1880652 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1881543.375000 Penalty: 4959.291016
	Iteration 30Q: 3 clusters Score -1881543 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1882839.875000 Penalty: 4959.291016
	Iteration 31Q: 3 clusters Score -1882840 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1884007.375000 Penalty: 4959.291016
	Iteration 32Q: 3 clusters Score -1884007 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1884668.625000 Penalty: 4959.291016
	Iteration 33Q: 3 clusters Score -1884669 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1884937.875000 Penalty: 4959.291016
	Iteration 34Q: 3 clusters Score -1884938 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1885149.500000 Penalty: 4959.291016
	Iteration 35Q: 3 clusters Score -1885150 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1885344.500000 Penalty: 4959.291016
	Iteration 36Q: 3 clusters Score -1885344 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1885487.125000 Penalty: 4959.291016
	Iteration 37Q: 3 clusters Score -1885487 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1885585.250000 Penalty: 4959.291016
	Iteration 38Q: 3 clusters Score -1885585 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1885641.375000 Penalty: 4959.291016
	Iteration 39Q: 3 clusters Score -1885641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1885860.250000 Penalty: 4959.291016
	Iteration 40F: 3 clusters Score -1885860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1886096.000000 Penalty: 4959.291016
	Iteration 41Q: 3 clusters Score -1886096 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1886264.625000 Penalty: 4959.291016
	Iteration 42Q: 3 clusters Score -1886265 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1886398.875000 Penalty: 4959.291016
	Iteration 43Q: 3 clusters Score -1886399 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1886484.375000 Penalty: 4959.291016
	Iteration 44Q: 3 clusters Score -1886484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1886543.500000 Penalty: 4959.291016
	Iteration 45Q: 3 clusters Score -1886544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1886582.375000 Penalty: 4959.291016
	Iteration 46Q: 3 clusters Score -1886582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1886608.000000 Penalty: 4959.291016
	Iteration 47Q: 3 clusters Score -1886608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1886622.500000 Penalty: 4959.291016
	Iteration 48Q: 3 clusters Score -1886622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1886627.375000 Penalty: 4959.291016
	Iteration 49Q: 3 clusters Score -1886627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1886630.750000 Penalty: 4959.291016
	Iteration 50Q: 3 clusters Score -1886631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1886632.500000 Penalty: 4959.291016
	Iteration 51Q: 3 clusters Score -1886632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1886631.750000 Penalty: 4959.291016
	Iteration 52Q: 3 clusters Score -1886632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1886634.375000 Penalty: 4959.291016
	Iteration 53Q: 3 clusters Score -1886634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1886634.375000 Penalty: 4959.291016
	Iteration 54F: 3 clusters Score -1886634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 23323 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 23222 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 17290 members 
Mstep: Class 11 contains 44710 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 16033 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 55164 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 15975 members 
Mstep: Class 18 contains 9649 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 15184 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 96206 members 
Mstep: Class 24 contains 14786 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 7083 members 
Mstep: Class 27 contains 6204 members 
Mstep: Class 28 contains 14021 members 
Entering Unmasked Estep 
Score: -38140844.000000 Penalty: 90620.265625
Splitting cluster 4 changes total score from -38129768.000000 to -38140844.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 5 (23222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Entering Unmasked Estep 
Score: -2008389.375000 Penalty: 2493.108154
	Iteration 0F: 2 clusters Score -2008389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1992227.125000 Penalty: 4986.216309
	Iteration 0F: 3 clusters Score -1992227 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1997912.375000 Penalty: 4986.216309
	Iteration 1F: 3 clusters Score -1997912 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1998358.375000 Penalty: 4986.216309
	Iteration 2Q: 3 clusters Score -1998358 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1998811.250000 Penalty: 4986.216309
	Iteration 3Q: 3 clusters Score -1998811 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1999337.875000 Penalty: 4986.216309
	Iteration 4Q: 3 clusters Score -1999338 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1999972.375000 Penalty: 4986.216309
	Iteration 5F: 3 clusters Score -1999972 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2000680.375000 Penalty: 4986.216309
	Iteration 6F: 3 clusters Score -2000680 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2001447.500000 Penalty: 4986.216309
	Iteration 7F: 3 clusters Score -2001448 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2002167.125000 Penalty: 4986.216309
	Iteration 8F: 3 clusters Score -2002167 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2002864.375000 Penalty: 4986.216309
	Iteration 9Q: 3 clusters Score -2002864 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2003488.375000 Penalty: 4986.216309
	Iteration 10Q: 3 clusters Score -2003488 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2004026.875000 Penalty: 4986.216309
	Iteration 11Q: 3 clusters Score -2004027 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2004492.125000 Penalty: 4986.216309
	Iteration 12Q: 3 clusters Score -2004492 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2004905.500000 Penalty: 4986.216309
	Iteration 13Q: 3 clusters Score -2004906 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2005267.000000 Penalty: 4986.216309
	Iteration 14Q: 3 clusters Score -2005267 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2005567.375000 Penalty: 4986.216309
	Iteration 15Q: 3 clusters Score -2005567 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2005784.500000 Penalty: 4986.216309
	Iteration 16Q: 3 clusters Score -2005784 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2005929.250000 Penalty: 4986.216309
	Iteration 17Q: 3 clusters Score -2005929 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2006021.625000 Penalty: 4986.216309
	Iteration 18Q: 3 clusters Score -2006022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2006084.000000 Penalty: 4986.216309
	Iteration 19Q: 3 clusters Score -2006084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2006133.000000 Penalty: 4986.216309
	Iteration 20F: 3 clusters Score -2006133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2006155.875000 Penalty: 4986.216309
	Iteration 21Q: 3 clusters Score -2006156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2006181.125000 Penalty: 4986.216309
	Iteration 22Q: 3 clusters Score -2006181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2006191.500000 Penalty: 4986.216309
	Iteration 23Q: 3 clusters Score -2006192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2006214.125000 Penalty: 4986.216309
	Iteration 24Q: 3 clusters Score -2006214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2006224.000000 Penalty: 4986.216309
	Iteration 25Q: 3 clusters Score -2006224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2006235.875000 Penalty: 4986.216309
	Iteration 26Q: 3 clusters Score -2006236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2006239.500000 Penalty: 4986.216309
	Iteration 27Q: 3 clusters Score -2006240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2006243.125000 Penalty: 4986.216309
	Iteration 28Q: 3 clusters Score -2006243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2006245.875000 Penalty: 4986.216309
	Iteration 29Q: 3 clusters Score -2006246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2006244.750000 Penalty: 4986.216309
	Iteration 30Q: 3 clusters Score -2006245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2006246.750000 Penalty: 4986.216309
	Iteration 31Q: 3 clusters Score -2006247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2006252.875000 Penalty: 4986.216309
	Iteration 32Q: 3 clusters Score -2006253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2006256.000000 Penalty: 4986.216309
	Iteration 33Q: 3 clusters Score -2006256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2006258.375000 Penalty: 4986.216309
	Iteration 34Q: 3 clusters Score -2006258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2006256.750000 Penalty: 4986.216309
	Iteration 35Q: 3 clusters Score -2006257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2006258.125000 Penalty: 4986.216309
	Iteration 36Q: 3 clusters Score -2006258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2006260.625000 Penalty: 4986.216309
	Iteration 37Q: 3 clusters Score -2006261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2006267.875000 Penalty: 4986.216309
	Iteration 38Q: 3 clusters Score -2006268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2006266.625000 Penalty: 4986.216309
	Iteration 39Q: 3 clusters Score -2006267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2006270.750000 Penalty: 4986.216309
	Iteration 40F: 3 clusters Score -2006271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2006270.875000 Penalty: 4986.216309
	Iteration 41Q: 3 clusters Score -2006271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2006269.375000 Penalty: 4986.216309
	Iteration 42Q: 3 clusters Score -2006269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2006269.750000 Penalty: 4986.216309
	Iteration 43Q: 3 clusters Score -2006270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2006269.750000 Penalty: 4986.216309
	Iteration 44F: 3 clusters Score -2006270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -376391.281250 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -376391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -372209.250000 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -372209.2 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -373181.437500 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -373181.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -373383.593750 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -373383.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -373500.718750 Penalty: 4165.611328
	Iteration 3Q: 3 clusters Score -373500.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -373575.375000 Penalty: 4165.611328
	Iteration 4Q: 3 clusters Score -373575.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -373638.156250 Penalty: 4165.611328
	Iteration 5Q: 3 clusters Score -373638.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -373692.843750 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -373692.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -373744.281250 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -373744.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -373793.312500 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -373793.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -373833.312500 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -373833.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -373862.937500 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -373862.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -373889.062500 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -373889.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -373919.062500 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -373919.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -373950.343750 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -373950.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -373982.343750 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -373982.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -374011.468750 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -374011.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -374031.781250 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -374031.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -374049.281250 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -374049.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -374061.281250 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -374061.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -374072.843750 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -374072.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -374081.218750 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -374081.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -374090.843750 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -374090.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -374097.312500 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -374097.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -374101.625000 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -374101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -374104.625000 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -374104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -374106.187500 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -374106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -374106.875000 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -374106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -374111.343750 Penalty: 4165.611328
	Iteration 27Q: 3 clusters Score -374111.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -374115.000000 Penalty: 4165.611328
	Iteration 28Q: 3 clusters Score -374115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -374117.906250 Penalty: 4165.611328
	Iteration 29Q: 3 clusters Score -374117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -374119.531250 Penalty: 4165.611328
	Iteration 30Q: 3 clusters Score -374119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -374121.406250 Penalty: 4165.611328
	Iteration 31Q: 3 clusters Score -374121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -374121.906250 Penalty: 4165.611328
	Iteration 32Q: 3 clusters Score -374121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -374122.656250 Penalty: 4165.611328
	Iteration 33Q: 3 clusters Score -374122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -374123.125000 Penalty: 4165.611328
	Iteration 34Q: 3 clusters Score -374123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -374123.187500 Penalty: 4165.611328
	Iteration 35Q: 3 clusters Score -374123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -374123.187500 Penalty: 4165.611328
	Iteration 36F: 3 clusters Score -374123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -195870.734375 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -195870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -192736.250000 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -192736.2 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -193506.765625 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -193506.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -193798.156250 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -193798.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -194108.765625 Penalty: 3945.368652
	Iteration 3F: 3 clusters Score -194108.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -194373.250000 Penalty: 3945.368652
	Iteration 4F: 3 clusters Score -194373.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -194563.203125 Penalty: 3945.368652
	Iteration 5F: 3 clusters Score -194563.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -194683.906250 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -194683.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -194758.250000 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -194758.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -194802.421875 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -194802.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -194827.500000 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -194827.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -194845.875000 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -194845.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -194862.796875 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -194862.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -194887.390625 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -194887.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -194905.218750 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -194905.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -194915.156250 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -194915.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -194921.328125 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -194921.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -194923.812500 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -194923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -194926.656250 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -194926.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -194932.000000 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -194932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -194934.843750 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -194934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -194936.437500 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -194936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -194938.984375 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -194939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -194942.468750 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -194942.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -194945.796875 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -194945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -194949.875000 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -194949.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -194955.375000 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -194955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -194957.765625 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -194957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -194959.484375 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -194959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -194959.468750 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -194959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -194959.468750 Penalty: 3945.368652
	Iteration 29F: 3 clusters Score -194959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Entering Unmasked Estep 
Score: -684898.062500 Penalty: 2221.781738
	Iteration 0F: 2 clusters Score -684898.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -678611.187500 Penalty: 4443.563477
	Iteration 0F: 3 clusters Score -678611.2 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -680332.875000 Penalty: 4443.563477
	Iteration 1F: 3 clusters Score -680332.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -680585.375000 Penalty: 4443.563477
	Iteration 2F: 3 clusters Score -680585.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -680734.562500 Penalty: 4443.563477
	Iteration 3Q: 3 clusters Score -680734.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -680830.187500 Penalty: 4443.563477
	Iteration 4Q: 3 clusters Score -680830.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -680890.125000 Penalty: 4443.563477
	Iteration 5Q: 3 clusters Score -680890.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -680938.875000 Penalty: 4443.563477
	Iteration 6Q: 3 clusters Score -680938.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -680984.250000 Penalty: 4443.563477
	Iteration 7Q: 3 clusters Score -680984.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -681018.562500 Penalty: 4443.563477
	Iteration 8Q: 3 clusters Score -681018.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -681053.250000 Penalty: 4443.563477
	Iteration 9Q: 3 clusters Score -681053.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -681083.687500 Penalty: 4443.563477
	Iteration 10Q: 3 clusters Score -681083.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -681109.875000 Penalty: 4443.563477
	Iteration 11Q: 3 clusters Score -681109.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -681137.250000 Penalty: 4443.563477
	Iteration 12Q: 3 clusters Score -681137.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -681180.250000 Penalty: 4443.563477
	Iteration 13Q: 3 clusters Score -681180.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -681237.000000 Penalty: 4443.563477
	Iteration 14Q: 3 clusters Score -681237 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -681309.812500 Penalty: 4443.563477
	Iteration 15Q: 3 clusters Score -681309.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -681404.500000 Penalty: 4443.563477
	Iteration 16Q: 3 clusters Score -681404.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -681533.187500 Penalty: 4443.563477
	Iteration 17Q: 3 clusters Score -681533.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -681669.750000 Penalty: 4443.563477
	Iteration 18Q: 3 clusters Score -681669.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -681854.625000 Penalty: 4443.563477
	Iteration 19Q: 3 clusters Score -681854.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -682083.312500 Penalty: 4443.563477
	Iteration 20F: 3 clusters Score -682083.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -682286.750000 Penalty: 4443.563477
	Iteration 21Q: 3 clusters Score -682286.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -682471.000000 Penalty: 4443.563477
	Iteration 22Q: 3 clusters Score -682471 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -682620.312500 Penalty: 4443.563477
	Iteration 23Q: 3 clusters Score -682620.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -682756.062500 Penalty: 4443.563477
	Iteration 24Q: 3 clusters Score -682756.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -682853.125000 Penalty: 4443.563477
	Iteration 25Q: 3 clusters Score -682853.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -682905.750000 Penalty: 4443.563477
	Iteration 26Q: 3 clusters Score -682905.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -682937.562500 Penalty: 4443.563477
	Iteration 27Q: 3 clusters Score -682937.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -682965.375000 Penalty: 4443.563477
	Iteration 28Q: 3 clusters Score -682965.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -682978.875000 Penalty: 4443.563477
	Iteration 29Q: 3 clusters Score -682978.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -682993.687500 Penalty: 4443.563477
	Iteration 30Q: 3 clusters Score -682993.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -683006.312500 Penalty: 4443.563477
	Iteration 31Q: 3 clusters Score -683006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -683011.312500 Penalty: 4443.563477
	Iteration 32Q: 3 clusters Score -683011.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -683014.312500 Penalty: 4443.563477
	Iteration 33Q: 3 clusters Score -683014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -683016.500000 Penalty: 4443.563477
	Iteration 34Q: 3 clusters Score -683016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -683019.812500 Penalty: 4443.563477
	Iteration 35Q: 3 clusters Score -683019.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -683020.125000 Penalty: 4443.563477
	Iteration 36Q: 3 clusters Score -683020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -683025.562500 Penalty: 4443.563477
	Iteration 37Q: 3 clusters Score -683025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -683026.500000 Penalty: 4443.563477
	Iteration 38Q: 3 clusters Score -683026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -683027.312500 Penalty: 4443.563477
	Iteration 39Q: 3 clusters Score -683027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -683027.687500 Penalty: 4443.563477
	Iteration 40F: 3 clusters Score -683027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -683029.312500 Penalty: 4443.563477
	Iteration 41Q: 3 clusters Score -683029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -683029.312500 Penalty: 4443.563477
	Iteration 42F: 3 clusters Score -683029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -657996.375000 Penalty: 2238.849365
	Iteration 0F: 2 clusters Score -657996.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -651340.000000 Penalty: 4477.698730
	Iteration 0F: 3 clusters Score -651340 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -653242.812500 Penalty: 4477.698730
	Iteration 1F: 3 clusters Score -653242.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -653533.375000 Penalty: 4477.698730
	Iteration 2F: 3 clusters Score -653533.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -653757.125000 Penalty: 4477.698730
	Iteration 3F: 3 clusters Score -653757.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -653950.937500 Penalty: 4477.698730
	Iteration 4Q: 3 clusters Score -653950.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -654121.375000 Penalty: 4477.698730
	Iteration 5Q: 3 clusters Score -654121.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -654268.250000 Penalty: 4477.698730
	Iteration 6Q: 3 clusters Score -654268.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -654410.375000 Penalty: 4477.698730
	Iteration 7Q: 3 clusters Score -654410.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -654536.375000 Penalty: 4477.698730
	Iteration 8Q: 3 clusters Score -654536.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -654658.750000 Penalty: 4477.698730
	Iteration 9Q: 3 clusters Score -654658.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -654763.500000 Penalty: 4477.698730
	Iteration 10Q: 3 clusters Score -654763.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -654884.062500 Penalty: 4477.698730
	Iteration 11Q: 3 clusters Score -654884.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -655027.812500 Penalty: 4477.698730
	Iteration 12Q: 3 clusters Score -655027.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -655215.937500 Penalty: 4477.698730
	Iteration 13Q: 3 clusters Score -655215.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -655415.562500 Penalty: 4477.698730
	Iteration 14Q: 3 clusters Score -655415.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -655586.000000 Penalty: 4477.698730
	Iteration 15Q: 3 clusters Score -655586 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -655684.687500 Penalty: 4477.698730
	Iteration 16Q: 3 clusters Score -655684.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -655770.812500 Penalty: 4477.698730
	Iteration 17Q: 3 clusters Score -655770.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -655840.750000 Penalty: 4477.698730
	Iteration 18Q: 3 clusters Score -655840.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -655898.125000 Penalty: 4477.698730
	Iteration 19Q: 3 clusters Score -655898.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -655938.125000 Penalty: 4477.698730
	Iteration 20F: 3 clusters Score -655938.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -655972.687500 Penalty: 4477.698730
	Iteration 21Q: 3 clusters Score -655972.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -656002.687500 Penalty: 4477.698730
	Iteration 22Q: 3 clusters Score -656002.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -656031.250000 Penalty: 4477.698730
	Iteration 23Q: 3 clusters Score -656031.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -656049.875000 Penalty: 4477.698730
	Iteration 24Q: 3 clusters Score -656049.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -656068.312500 Penalty: 4477.698730
	Iteration 25Q: 3 clusters Score -656068.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -656077.750000 Penalty: 4477.698730
	Iteration 26Q: 3 clusters Score -656077.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -656086.875000 Penalty: 4477.698730
	Iteration 27Q: 3 clusters Score -656086.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -656098.562500 Penalty: 4477.698730
	Iteration 28Q: 3 clusters Score -656098.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -656106.687500 Penalty: 4477.698730
	Iteration 29Q: 3 clusters Score -656106.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -656117.125000 Penalty: 4477.698730
	Iteration 30Q: 3 clusters Score -656117.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -656120.625000 Penalty: 4477.698730
	Iteration 31Q: 3 clusters Score -656120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -656125.187500 Penalty: 4477.698730
	Iteration 32Q: 3 clusters Score -656125.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -656132.062500 Penalty: 4477.698730
	Iteration 33Q: 3 clusters Score -656132.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -656136.187500 Penalty: 4477.698730
	Iteration 34Q: 3 clusters Score -656136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -656143.250000 Penalty: 4477.698730
	Iteration 35Q: 3 clusters Score -656143.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -656146.875000 Penalty: 4477.698730
	Iteration 36Q: 3 clusters Score -656146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -656150.125000 Penalty: 4477.698730
	Iteration 37Q: 3 clusters Score -656150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -656157.625000 Penalty: 4477.698730
	Iteration 38Q: 3 clusters Score -656157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -656160.125000 Penalty: 4477.698730
	Iteration 39Q: 3 clusters Score -656160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -656160.375000 Penalty: 4477.698730
	Iteration 40F: 3 clusters Score -656160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -656161.375000 Penalty: 4477.698730
	Iteration 41Q: 3 clusters Score -656161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -656161.562500 Penalty: 4477.698730
	Iteration 42Q: 3 clusters Score -656161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -656161.750000 Penalty: 4477.698730
	Iteration 43Q: 3 clusters Score -656161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -656162.437500 Penalty: 4477.698730
	Iteration 44Q: 3 clusters Score -656162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -656165.812500 Penalty: 4477.698730
	Iteration 45Q: 3 clusters Score -656165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -656164.625000 Penalty: 4477.698730
	Iteration 46Q: 3 clusters Score -656164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -656164.625000 Penalty: 4477.698730
	Iteration 47F: 3 clusters Score -656164.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Entering Unmasked Estep 
Score: -1424511.375000 Penalty: 2419.955322
	Iteration 0F: 2 clusters Score -1424511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1412094.625000 Penalty: 4839.910645
	Iteration 0F: 3 clusters Score -1412095 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1416103.375000 Penalty: 4839.910645
	Iteration 1F: 3 clusters Score -1416103 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1416503.375000 Penalty: 4839.910645
	Iteration 2F: 3 clusters Score -1416503 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1416903.125000 Penalty: 4839.910645
	Iteration 3F: 3 clusters Score -1416903 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1417289.625000 Penalty: 4839.910645
	Iteration 4Q: 3 clusters Score -1417290 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1417739.000000 Penalty: 4839.910645
	Iteration 5Q: 3 clusters Score -1417739 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1418266.875000 Penalty: 4839.910645
	Iteration 6F: 3 clusters Score -1418267 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1418962.125000 Penalty: 4839.910645
	Iteration 7F: 3 clusters Score -1418962 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1419869.875000 Penalty: 4839.910645
	Iteration 8F: 3 clusters Score -1419870 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1420919.625000 Penalty: 4839.910645
	Iteration 9F: 3 clusters Score -1420920 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1421787.625000 Penalty: 4839.910645
	Iteration 10F: 3 clusters Score -1421788 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1422307.125000 Penalty: 4839.910645
	Iteration 11Q: 3 clusters Score -1422307 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1422579.750000 Penalty: 4839.910645
	Iteration 12Q: 3 clusters Score -1422580 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1422729.500000 Penalty: 4839.910645
	Iteration 13Q: 3 clusters Score -1422730 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1422824.250000 Penalty: 4839.910645
	Iteration 14Q: 3 clusters Score -1422824 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1422893.625000 Penalty: 4839.910645
	Iteration 15Q: 3 clusters Score -1422894 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1422933.125000 Penalty: 4839.910645
	Iteration 16Q: 3 clusters Score -1422933 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1422962.875000 Penalty: 4839.910645
	Iteration 17Q: 3 clusters Score -1422963 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1422991.375000 Penalty: 4839.910645
	Iteration 18Q: 3 clusters Score -1422991 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1423011.875000 Penalty: 4839.910645
	Iteration 19Q: 3 clusters Score -1423012 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1423029.500000 Penalty: 4839.910645
	Iteration 20F: 3 clusters Score -1423030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1423049.500000 Penalty: 4839.910645
	Iteration 21Q: 3 clusters Score -1423050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1423056.125000 Penalty: 4839.910645
	Iteration 22Q: 3 clusters Score -1423056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1423071.500000 Penalty: 4839.910645
	Iteration 23Q: 3 clusters Score -1423072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1423085.875000 Penalty: 4839.910645
	Iteration 24Q: 3 clusters Score -1423086 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1423103.625000 Penalty: 4839.910645
	Iteration 25Q: 3 clusters Score -1423104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1423115.625000 Penalty: 4839.910645
	Iteration 26Q: 3 clusters Score -1423116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1423126.500000 Penalty: 4839.910645
	Iteration 27Q: 3 clusters Score -1423126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1423135.875000 Penalty: 4839.910645
	Iteration 28Q: 3 clusters Score -1423136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1423147.000000 Penalty: 4839.910645
	Iteration 29Q: 3 clusters Score -1423147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1423159.375000 Penalty: 4839.910645
	Iteration 30Q: 3 clusters Score -1423159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1423159.000000 Penalty: 4839.910645
	Iteration 31Q: 3 clusters Score -1423159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1423159.500000 Penalty: 4839.910645
	Iteration 32Q: 3 clusters Score -1423160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1423160.500000 Penalty: 4839.910645
	Iteration 33Q: 3 clusters Score -1423160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1423161.750000 Penalty: 4839.910645
	Iteration 34Q: 3 clusters Score -1423162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1423165.375000 Penalty: 4839.910645
	Iteration 35Q: 3 clusters Score -1423165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1423171.500000 Penalty: 4839.910645
	Iteration 36Q: 3 clusters Score -1423172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1423175.000000 Penalty: 4839.910645
	Iteration 37Q: 3 clusters Score -1423175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1423178.750000 Penalty: 4839.910645
	Iteration 38Q: 3 clusters Score -1423179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1423181.750000 Penalty: 4839.910645
	Iteration 39Q: 3 clusters Score -1423182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1423188.250000 Penalty: 4839.910645
	Iteration 40F: 3 clusters Score -1423188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1423187.000000 Penalty: 4839.910645
	Iteration 41Q: 3 clusters Score -1423187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1423191.125000 Penalty: 4839.910645
	Iteration 42Q: 3 clusters Score -1423191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1423189.875000 Penalty: 4839.910645
	Iteration 43Q: 3 clusters Score -1423190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1423191.875000 Penalty: 4839.910645
	Iteration 44Q: 3 clusters Score -1423192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1423193.500000 Penalty: 4839.910645
	Iteration 45Q: 3 clusters Score -1423194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1423194.500000 Penalty: 4839.910645
	Iteration 46Q: 3 clusters Score -1423194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1423201.750000 Penalty: 4839.910645
	Iteration 47Q: 3 clusters Score -1423202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1423208.375000 Penalty: 4839.910645
	Iteration 48Q: 3 clusters Score -1423208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1423208.125000 Penalty: 4839.910645
	Iteration 49Q: 3 clusters Score -1423208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1423210.625000 Penalty: 4839.910645
	Iteration 50Q: 3 clusters Score -1423211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1423214.375000 Penalty: 4839.910645
	Iteration 51Q: 3 clusters Score -1423214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1423216.250000 Penalty: 4839.910645
	Iteration 52Q: 3 clusters Score -1423216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1423217.250000 Penalty: 4839.910645
	Iteration 53Q: 3 clusters Score -1423217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1423216.500000 Penalty: 4839.910645
	Iteration 54Q: 3 clusters Score -1423216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1423219.375000 Penalty: 4839.910645
	Iteration 55Q: 3 clusters Score -1423219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1423223.125000 Penalty: 4839.910645
	Iteration 56Q: 3 clusters Score -1423223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1423229.125000 Penalty: 4839.910645
	Iteration 57Q: 3 clusters Score -1423229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1423234.750000 Penalty: 4839.910645
	Iteration 58Q: 3 clusters Score -1423235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1423235.250000 Penalty: 4839.910645
	Iteration 59Q: 3 clusters Score -1423235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1423233.875000 Penalty: 4839.910645
	Iteration 60F: 3 clusters Score -1423234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1423235.500000 Penalty: 4839.910645
	Iteration 61Q: 3 clusters Score -1423236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1423237.375000 Penalty: 4839.910645
	Iteration 62Q: 3 clusters Score -1423237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1423235.125000 Penalty: 4839.910645
	Iteration 63Q: 3 clusters Score -1423235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1423240.750000 Penalty: 4839.910645
	Iteration 64Q: 3 clusters Score -1423241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1423239.625000 Penalty: 4839.910645
	Iteration 65Q: 3 clusters Score -1423240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1423241.250000 Penalty: 4839.910645
	Iteration 66Q: 3 clusters Score -1423241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1423244.250000 Penalty: 4839.910645
	Iteration 67Q: 3 clusters Score -1423244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1423244.250000 Penalty: 4839.910645
	Iteration 68F: 3 clusters Score -1423244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Entering Unmasked Estep 
Score: -3715622.000000 Penalty: 2655.572266
	Iteration 0F: 2 clusters Score -3715622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3685409.250000 Penalty: 5311.144531
	Iteration 0F: 3 clusters Score -3685409 nChanged 20520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3696981.750000 Penalty: 5311.144531
	Iteration 1F: 3 clusters Score -3696982 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3697678.750000 Penalty: 5311.144531
	Iteration 2Q: 3 clusters Score -3697679 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3698382.000000 Penalty: 5311.144531
	Iteration 3Q: 3 clusters Score -3698382 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -3699176.750000 Penalty: 5311.144531
	Iteration 4Q: 3 clusters Score -3699177 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3700241.500000 Penalty: 5311.144531
	Iteration 5Q: 3 clusters Score -3700242 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3701743.000000 Penalty: 5311.144531
	Iteration 6F: 3 clusters Score -3701743 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3703618.750000 Penalty: 5311.144531
	Iteration 7F: 3 clusters Score -3703619 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3705756.250000 Penalty: 5311.144531
	Iteration 8F: 3 clusters Score -3705756 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3707815.000000 Penalty: 5311.144531
	Iteration 9F: 3 clusters Score -3707815 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3709767.250000 Penalty: 5311.144531
	Iteration 10F: 3 clusters Score -3709767 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3711169.500000 Penalty: 5311.144531
	Iteration 11Q: 3 clusters Score -3711170 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3712016.750000 Penalty: 5311.144531
	Iteration 12Q: 3 clusters Score -3712017 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3712387.500000 Penalty: 5311.144531
	Iteration 13Q: 3 clusters Score -3712388 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3712615.250000 Penalty: 5311.144531
	Iteration 14Q: 3 clusters Score -3712615 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3712793.500000 Penalty: 5311.144531
	Iteration 15Q: 3 clusters Score -3712794 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3712931.250000 Penalty: 5311.144531
	Iteration 16Q: 3 clusters Score -3712931 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3712996.500000 Penalty: 5311.144531
	Iteration 17Q: 3 clusters Score -3712996 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3713047.250000 Penalty: 5311.144531
	Iteration 18Q: 3 clusters Score -3713047 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3713087.250000 Penalty: 5311.144531
	Iteration 19Q: 3 clusters Score -3713087 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3713113.000000 Penalty: 5311.144531
	Iteration 20F: 3 clusters Score -3713113 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3713121.250000 Penalty: 5311.144531
	Iteration 21Q: 3 clusters Score -3713121 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3713144.000000 Penalty: 5311.144531
	Iteration 22Q: 3 clusters Score -3713144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3713143.000000 Penalty: 5311.144531
	Iteration 23Q: 3 clusters Score -3713143 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3713152.500000 Penalty: 5311.144531
	Iteration 24Q: 3 clusters Score -3713152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3713147.000000 Penalty: 5311.144531
	Iteration 25Q: 3 clusters Score -3713147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3713154.250000 Penalty: 5311.144531
	Iteration 26Q: 3 clusters Score -3713154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3713152.750000 Penalty: 5311.144531
	Iteration 27Q: 3 clusters Score -3713153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3713157.250000 Penalty: 5311.144531
	Iteration 28Q: 3 clusters Score -3713157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3713152.750000 Penalty: 5311.144531
	Iteration 29Q: 3 clusters Score -3713153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3713150.000000 Penalty: 5311.144531
	Iteration 30Q: 3 clusters Score -3713150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3713154.000000 Penalty: 5311.144531
	Iteration 31Q: 3 clusters Score -3713154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3713161.000000 Penalty: 5311.144531
	Iteration 32Q: 3 clusters Score -3713161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3713165.750000 Penalty: 5311.144531
	Iteration 33Q: 3 clusters Score -3713166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3713167.750000 Penalty: 5311.144531
	Iteration 34Q: 3 clusters Score -3713168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3713180.750000 Penalty: 5311.144531
	Iteration 35Q: 3 clusters Score -3713181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3713175.000000 Penalty: 5311.144531
	Iteration 36Q: 3 clusters Score -3713175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3713176.500000 Penalty: 5311.144531
	Iteration 37Q: 3 clusters Score -3713176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3713181.000000 Penalty: 5311.144531
	Iteration 38Q: 3 clusters Score -3713181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3713188.250000 Penalty: 5311.144531
	Iteration 39Q: 3 clusters Score -3713188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3713185.500000 Penalty: 5311.144531
	Iteration 40F: 3 clusters Score -3713186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3713192.250000 Penalty: 5311.144531
	Iteration 41Q: 3 clusters Score -3713192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3713193.000000 Penalty: 5311.144531
	Iteration 42Q: 3 clusters Score -3713193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3713197.500000 Penalty: 5311.144531
	Iteration 43Q: 3 clusters Score -3713198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3713195.750000 Penalty: 5311.144531
	Iteration 44Q: 3 clusters Score -3713196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3713195.500000 Penalty: 5311.144531
	Iteration 45Q: 3 clusters Score -3713196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3713199.000000 Penalty: 5311.144531
	Iteration 46Q: 3 clusters Score -3713199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3713193.250000 Penalty: 5311.144531
	Iteration 47Q: 3 clusters Score -3713193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3713192.750000 Penalty: 5311.144531
	Iteration 48Q: 3 clusters Score -3713193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3713201.500000 Penalty: 5311.144531
	Iteration 49Q: 3 clusters Score -3713202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3713201.500000 Penalty: 5311.144531
	Iteration 50Q: 3 clusters Score -3713202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3713209.750000 Penalty: 5311.144531
	Iteration 51Q: 3 clusters Score -3713210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3713210.750000 Penalty: 5311.144531
	Iteration 52Q: 3 clusters Score -3713211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3713210.750000 Penalty: 5311.144531
	Iteration 53Q: 3 clusters Score -3713211 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3713218.750000 Penalty: 5311.144531
	Iteration 54Q: 3 clusters Score -3713219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3713231.750000 Penalty: 5311.144531
	Iteration 55Q: 3 clusters Score -3713232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3713245.750000 Penalty: 5311.144531
	Iteration 56Q: 3 clusters Score -3713246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3713248.000000 Penalty: 5311.144531
	Iteration 57Q: 3 clusters Score -3713248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3713276.750000 Penalty: 5311.144531
	Iteration 58Q: 3 clusters Score -3713277 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3713281.250000 Penalty: 5311.144531
	Iteration 59Q: 3 clusters Score -3713281 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3713288 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3713290 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3713303 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3713324 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3713353.500000 Penalty: 5311.144531
	Iteration 64Q: 3 clusters Score -3713354 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3713376 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3713415 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3713452 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3713501 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3713514 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3713539 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3713558 nChanged 170
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Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3713577 nChanged 174
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Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3713605 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 19100 members 
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Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3713766 nChanged 257
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Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3713972 nChanged 294
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3714041 nChanged 274
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Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 20789 members 
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	Iteration 86Q: 3 clusters Score -3714164 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3714215 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3714323 nChanged 186
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Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3714348 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 21981 members 
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Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3714400 nChanged 144
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Mstep: Class 1 contains 22429 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3714414 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3714430 nChanged 132
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Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 22555 members 
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	Iteration 96Q: 3 clusters Score -3714432 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3714454 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3714476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3714496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3714488.000000 Penalty: 5311.144531
	Iteration 100F: 3 clusters Score -3714488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3714492 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3714495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3714496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3714481.250000 Penalty: 5311.144531
	Iteration 104Q: 3 clusters Score -3714481 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 23154 members 
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	Iteration 105Q: 3 clusters Score -3714482 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3714482 nChanged 41
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Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3714490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3714503.250000 Penalty: 5311.144531
	Iteration 108Q: 3 clusters Score -3714503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3714509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3714511.000000 Penalty: 5311.144531
	Iteration 110Q: 3 clusters Score -3714511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3714520.500000 Penalty: 5311.144531
	Iteration 111Q: 3 clusters Score -3714520 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3714527.750000 Penalty: 5311.144531
	Iteration 112Q: 3 clusters Score -3714528 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3714527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3714528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
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Entering Unmasked Estep 
Score: -3714524.500000 Penalty: 5311.144531
	Iteration 115Q: 3 clusters Score -3714524 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3714536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3714539.250000 Penalty: 5311.144531
	Iteration 117Q: 3 clusters Score -3714539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3714531.250000 Penalty: 5311.144531
	Iteration 118Q: 3 clusters Score -3714531 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3714548.000000 Penalty: 5311.144531
	Iteration 119Q: 3 clusters Score -3714548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3714554.500000 Penalty: 5311.144531
	Iteration 120F: 3 clusters Score -3714554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -3714557.750000 Penalty: 5311.144531
	Iteration 121Q: 3 clusters Score -3714558 nChanged 69
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Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3714553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3714560.500000 Penalty: 5311.144531
	Iteration 123Q: 3 clusters Score -3714560 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3714558.500000 Penalty: 5311.144531
	Iteration 124Q: 3 clusters Score -3714558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3714552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3714566 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3714568.500000 Penalty: 5311.144531
	Iteration 127Q: 3 clusters Score -3714568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3714565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3714579.500000 Penalty: 5311.144531
	Iteration 129Q: 3 clusters Score -3714580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3714573.250000 Penalty: 5311.144531
	Iteration 130Q: 3 clusters Score -3714573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3714569.750000 Penalty: 5311.144531
	Iteration 131Q: 3 clusters Score -3714570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3714575.500000 Penalty: 5311.144531
	Iteration 132Q: 3 clusters Score -3714576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3714572.500000 Penalty: 5311.144531
	Iteration 133Q: 3 clusters Score -3714572 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3714571.000000 Penalty: 5311.144531
	Iteration 134Q: 3 clusters Score -3714571 nChanged 26
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Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3714567.000000 Penalty: 5311.144531
	Iteration 135Q: 3 clusters Score -3714567 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3714572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3714569 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3714572 nChanged 14
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Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3714590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3714577.250000 Penalty: 5311.144531
	Iteration 140F: 3 clusters Score -3714577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3714577 nChanged 13
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Mstep: Class 1 contains 20193 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3714575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3714574 nChanged 17
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Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3714581.250000 Penalty: 5311.144531
	Iteration 144Q: 3 clusters Score -3714581 nChanged 20
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Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3714578 nChanged 24
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Mstep: Class 1 contains 20119 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3714576 nChanged 27
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Mstep: Class 1 contains 20096 members 
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Entering Unmasked Estep 
Score: -3714584.250000 Penalty: 5311.144531
	Iteration 147Q: 3 clusters Score -3714584 nChanged 27
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Mstep: Class 1 contains 20069 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3714583 nChanged 22
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Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3714587.750000 Penalty: 5311.144531
	Iteration 149Q: 3 clusters Score -3714588 nChanged 27
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Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3714591.000000 Penalty: 5311.144531
	Iteration 150Q: 3 clusters Score -3714591 nChanged 31
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Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3714590 nChanged 29
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Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3714593.250000 Penalty: 5311.144531
	Iteration 152Q: 3 clusters Score -3714593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3714585.250000 Penalty: 5311.144531
	Iteration 153Q: 3 clusters Score -3714585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3714586.250000 Penalty: 5311.144531
	Iteration 154Q: 3 clusters Score -3714586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3714581.250000 Penalty: 5311.144531
	Iteration 155Q: 3 clusters Score -3714581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3714591.000000 Penalty: 5311.144531
	Iteration 156Q: 3 clusters Score -3714591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3714591.000000 Penalty: 5311.144531
	Iteration 157Q: 3 clusters Score -3714591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3714591.500000 Penalty: 5311.144531
	Iteration 158Q: 3 clusters Score -3714592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3714593.750000 Penalty: 5311.144531
	Iteration 159Q: 3 clusters Score -3714594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3714593.000000 Penalty: 5311.144531
	Iteration 160F: 3 clusters Score -3714593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3714594.500000 Penalty: 5311.144531
	Iteration 161Q: 3 clusters Score -3714594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3714593.000000 Penalty: 5311.144531
	Iteration 162Q: 3 clusters Score -3714593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3714597.250000 Penalty: 5311.144531
	Iteration 163Q: 3 clusters Score -3714597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3714598.500000 Penalty: 5311.144531
	Iteration 164Q: 3 clusters Score -3714598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3714597.500000 Penalty: 5311.144531
	Iteration 165Q: 3 clusters Score -3714598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3714602.500000 Penalty: 5311.144531
	Iteration 166Q: 3 clusters Score -3714602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3714602.750000 Penalty: 5311.144531
	Iteration 167Q: 3 clusters Score -3714603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3714601.500000 Penalty: 5311.144531
	Iteration 168Q: 3 clusters Score -3714602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3714599.000000 Penalty: 5311.144531
	Iteration 169Q: 3 clusters Score -3714599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3714596.500000 Penalty: 5311.144531
	Iteration 170Q: 3 clusters Score -3714596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3714600.250000 Penalty: 5311.144531
	Iteration 171Q: 3 clusters Score -3714600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3714599.250000 Penalty: 5311.144531
	Iteration 172Q: 3 clusters Score -3714599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3714609.500000 Penalty: 5311.144531
	Iteration 173Q: 3 clusters Score -3714610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3714608.500000 Penalty: 5311.144531
	Iteration 174Q: 3 clusters Score -3714608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3714617.000000 Penalty: 5311.144531
	Iteration 175Q: 3 clusters Score -3714617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3714612.250000 Penalty: 5311.144531
	Iteration 176Q: 3 clusters Score -3714612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3714609.500000 Penalty: 5311.144531
	Iteration 177Q: 3 clusters Score -3714610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3714605.000000 Penalty: 5311.144531
	Iteration 178Q: 3 clusters Score -3714605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3714616.000000 Penalty: 5311.144531
	Iteration 179Q: 3 clusters Score -3714616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3714604.250000 Penalty: 5311.144531
	Iteration 180F: 3 clusters Score -3714604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3714605.250000 Penalty: 5311.144531
	Iteration 181Q: 3 clusters Score -3714605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3714611.500000 Penalty: 5311.144531
	Iteration 182Q: 3 clusters Score -3714612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3714610.500000 Penalty: 5311.144531
	Iteration 183Q: 3 clusters Score -3714610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3714610.250000 Penalty: 5311.144531
	Iteration 184Q: 3 clusters Score -3714610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3714609.250000 Penalty: 5311.144531
	Iteration 185Q: 3 clusters Score -3714609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3714606.750000 Penalty: 5311.144531
	Iteration 186Q: 3 clusters Score -3714607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3714615.250000 Penalty: 5311.144531
	Iteration 187Q: 3 clusters Score -3714615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3714606.750000 Penalty: 5311.144531
	Iteration 188Q: 3 clusters Score -3714607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3714615.750000 Penalty: 5311.144531
	Iteration 189Q: 3 clusters Score -3714616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3714625.500000 Penalty: 5311.144531
	Iteration 190Q: 3 clusters Score -3714626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3714628.750000 Penalty: 5311.144531
	Iteration 191Q: 3 clusters Score -3714629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3714635.500000 Penalty: 5311.144531
	Iteration 192Q: 3 clusters Score -3714636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3714641.000000 Penalty: 5311.144531
	Iteration 193Q: 3 clusters Score -3714641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3714633.250000 Penalty: 5311.144531
	Iteration 194Q: 3 clusters Score -3714633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3714628.000000 Penalty: 5311.144531
	Iteration 195Q: 3 clusters Score -3714628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3714639.250000 Penalty: 5311.144531
	Iteration 196Q: 3 clusters Score -3714639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3714639.750000 Penalty: 5311.144531
	Iteration 197Q: 3 clusters Score -3714640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3714639.250000 Penalty: 5311.144531
	Iteration 198Q: 3 clusters Score -3714639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3714639.750000 Penalty: 5311.144531
	Iteration 199Q: 3 clusters Score -3714640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3714635.000000 Penalty: 5311.144531
	Iteration 200F: 3 clusters Score -3714635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3714636.000000 Penalty: 5311.144531
	Iteration 201Q: 3 clusters Score -3714636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3714635.250000 Penalty: 5311.144531
	Iteration 202Q: 3 clusters Score -3714635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3714632.500000 Penalty: 5311.144531
	Iteration 203Q: 3 clusters Score -3714632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3714634.250000 Penalty: 5311.144531
	Iteration 204Q: 3 clusters Score -3714634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3714635.250000 Penalty: 5311.144531
	Iteration 205Q: 3 clusters Score -3714635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3714635.750000 Penalty: 5311.144531
	Iteration 206Q: 3 clusters Score -3714636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3714645.500000 Penalty: 5311.144531
	Iteration 207Q: 3 clusters Score -3714646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3714649.750000 Penalty: 5311.144531
	Iteration 208Q: 3 clusters Score -3714650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3714650.000000 Penalty: 5311.144531
	Iteration 209Q: 3 clusters Score -3714650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3714643.000000 Penalty: 5311.144531
	Iteration 210Q: 3 clusters Score -3714643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3714635.000000 Penalty: 5311.144531
	Iteration 211Q: 3 clusters Score -3714635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3714636.000000 Penalty: 5311.144531
	Iteration 212Q: 3 clusters Score -3714636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3714641.750000 Penalty: 5311.144531
	Iteration 213Q: 3 clusters Score -3714642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3714640.000000 Penalty: 5311.144531
	Iteration 214Q: 3 clusters Score -3714640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3714641.500000 Penalty: 5311.144531
	Iteration 215Q: 3 clusters Score -3714642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3714643.000000 Penalty: 5311.144531
	Iteration 216Q: 3 clusters Score -3714643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3714646.750000 Penalty: 5311.144531
	Iteration 217Q: 3 clusters Score -3714647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3714649.000000 Penalty: 5311.144531
	Iteration 218Q: 3 clusters Score -3714649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3714645.250000 Penalty: 5311.144531
	Iteration 219Q: 3 clusters Score -3714645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3714648.250000 Penalty: 5311.144531
	Iteration 220F: 3 clusters Score -3714648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3714647.500000 Penalty: 5311.144531
	Iteration 221Q: 3 clusters Score -3714648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3714647.500000 Penalty: 5311.144531
	Iteration 222F: 3 clusters Score -3714648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -391848.562500 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -391848.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -387322.375000 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -387322.4 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -388371.281250 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -388371.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -388601.656250 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -388601.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -388731.125000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -388731.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -388829.031250 Penalty: 4220.843750
	Iteration 4Q: 3 clusters Score -388829 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -388913.156250 Penalty: 4220.843750
	Iteration 5Q: 3 clusters Score -388913.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -388992.468750 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -388992.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -389054.531250 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -389054.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -389106.312500 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -389106.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -389153.937500 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -389153.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -389200.218750 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -389200.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -389248.218750 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -389248.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -389314.437500 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -389314.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -389362.250000 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -389362.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -389413.625000 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -389413.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -389467.593750 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -389467.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -389534.968750 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -389535 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -389614.687500 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -389614.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -389715.031250 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -389715 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -389802.218750 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -389802.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -389880.437500 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -389880.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -389967.812500 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -389967.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -390026.906250 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -390026.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -390074.375000 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -390074.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -390109.843750 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -390109.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -390135.531250 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -390135.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -390156.718750 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -390156.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -390172.281250 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -390172.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -390182.125000 Penalty: 4220.843750
	Iteration 28Q: 3 clusters Score -390182.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -390190.562500 Penalty: 4220.843750
	Iteration 29Q: 3 clusters Score -390190.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -390193.750000 Penalty: 4220.843750
	Iteration 30Q: 3 clusters Score -390193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -390196.687500 Penalty: 4220.843750
	Iteration 31Q: 3 clusters Score -390196.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -390199.437500 Penalty: 4220.843750
	Iteration 32Q: 3 clusters Score -390199.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -390201.281250 Penalty: 4220.843750
	Iteration 33Q: 3 clusters Score -390201.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -390204.968750 Penalty: 4220.843750
	Iteration 34Q: 3 clusters Score -390205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -390206.781250 Penalty: 4220.843750
	Iteration 35Q: 3 clusters Score -390206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -390208.156250 Penalty: 4220.843750
	Iteration 36Q: 3 clusters Score -390208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -390208.656250 Penalty: 4220.843750
	Iteration 37Q: 3 clusters Score -390208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -390209.468750 Penalty: 4220.843750
	Iteration 38Q: 3 clusters Score -390209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -390209.562500 Penalty: 4220.843750
	Iteration 39Q: 3 clusters Score -390209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -390209.531250 Penalty: 4220.843750
	Iteration 40F: 3 clusters Score -390209.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Entering Unmasked Estep 
Score: -1390351.125000 Penalty: 2401.236328
	Iteration 0F: 2 clusters Score -1390351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1378782.125000 Penalty: 4802.472656
	Iteration 0F: 3 clusters Score -1378782 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1382548.250000 Penalty: 4802.472656
	Iteration 1F: 3 clusters Score -1382548 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1382934.250000 Penalty: 4802.472656
	Iteration 2F: 3 clusters Score -1382934 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1383246.625000 Penalty: 4802.472656
	Iteration 3Q: 3 clusters Score -1383247 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1383561.250000 Penalty: 4802.472656
	Iteration 4Q: 3 clusters Score -1383561 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1383876.125000 Penalty: 4802.472656
	Iteration 5Q: 3 clusters Score -1383876 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1384264.625000 Penalty: 4802.472656
	Iteration 6Q: 3 clusters Score -1384265 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1384723.625000 Penalty: 4802.472656
	Iteration 7Q: 3 clusters Score -1384724 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1385352.500000 Penalty: 4802.472656
	Iteration 8F: 3 clusters Score -1385352 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1386120.000000 Penalty: 4802.472656
	Iteration 9F: 3 clusters Score -1386120 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1386824.250000 Penalty: 4802.472656
	Iteration 10F: 3 clusters Score -1386824 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1387351.000000 Penalty: 4802.472656
	Iteration 11Q: 3 clusters Score -1387351 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1387721.375000 Penalty: 4802.472656
	Iteration 12Q: 3 clusters Score -1387721 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1387972.625000 Penalty: 4802.472656
	Iteration 13Q: 3 clusters Score -1387973 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1388115.250000 Penalty: 4802.472656
	Iteration 14Q: 3 clusters Score -1388115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1388215.375000 Penalty: 4802.472656
	Iteration 15Q: 3 clusters Score -1388215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1388303.875000 Penalty: 4802.472656
	Iteration 16Q: 3 clusters Score -1388304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1388375.375000 Penalty: 4802.472656
	Iteration 17Q: 3 clusters Score -1388375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1388437.875000 Penalty: 4802.472656
	Iteration 18Q: 3 clusters Score -1388438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1388477.750000 Penalty: 4802.472656
	Iteration 19Q: 3 clusters Score -1388478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1388497.500000 Penalty: 4802.472656
	Iteration 20F: 3 clusters Score -1388498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1388508.875000 Penalty: 4802.472656
	Iteration 21Q: 3 clusters Score -1388509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1388518.375000 Penalty: 4802.472656
	Iteration 22Q: 3 clusters Score -1388518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1388524.375000 Penalty: 4802.472656
	Iteration 23Q: 3 clusters Score -1388524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1388527.625000 Penalty: 4802.472656
	Iteration 24Q: 3 clusters Score -1388528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1388527.500000 Penalty: 4802.472656
	Iteration 25Q: 3 clusters Score -1388528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1388527.125000 Penalty: 4802.472656
	Iteration 26Q: 3 clusters Score -1388527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1388527.750000 Penalty: 4802.472656
	Iteration 27Q: 3 clusters Score -1388528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1388526.875000 Penalty: 4802.472656
	Iteration 28Q: 3 clusters Score -1388527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1388526.875000 Penalty: 4802.472656
	Iteration 29F: 3 clusters Score -1388527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Entering Unmasked Estep 
Score: -905613.125000 Penalty: 2304.007324
	Iteration 0F: 2 clusters Score -905613.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -897463.562500 Penalty: 4608.014648
	Iteration 0F: 3 clusters Score -897463.6 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -899857.250000 Penalty: 4608.014648
	Iteration 1F: 3 clusters Score -899857.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -900334.500000 Penalty: 4608.014648
	Iteration 2F: 3 clusters Score -900334.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -900840.812500 Penalty: 4608.014648
	Iteration 3F: 3 clusters Score -900840.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -901391.437500 Penalty: 4608.014648
	Iteration 4F: 3 clusters Score -901391.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -901957.812500 Penalty: 4608.014648
	Iteration 5F: 3 clusters Score -901957.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -902465.625000 Penalty: 4608.014648
	Iteration 6F: 3 clusters Score -902465.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -902837.500000 Penalty: 4608.014648
	Iteration 7Q: 3 clusters Score -902837.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -903135.375000 Penalty: 4608.014648
	Iteration 8Q: 3 clusters Score -903135.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -903334.250000 Penalty: 4608.014648
	Iteration 9Q: 3 clusters Score -903334.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -903468.625000 Penalty: 4608.014648
	Iteration 10Q: 3 clusters Score -903468.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -903567.937500 Penalty: 4608.014648
	Iteration 11Q: 3 clusters Score -903567.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -903648.375000 Penalty: 4608.014648
	Iteration 12Q: 3 clusters Score -903648.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -903730.687500 Penalty: 4608.014648
	Iteration 13Q: 3 clusters Score -903730.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -903802.750000 Penalty: 4608.014648
	Iteration 14Q: 3 clusters Score -903802.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -903893.312500 Penalty: 4608.014648
	Iteration 15Q: 3 clusters Score -903893.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -904002.375000 Penalty: 4608.014648
	Iteration 16Q: 3 clusters Score -904002.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -904114.312500 Penalty: 4608.014648
	Iteration 17Q: 3 clusters Score -904114.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -904222.062500 Penalty: 4608.014648
	Iteration 18Q: 3 clusters Score -904222.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -904300.937500 Penalty: 4608.014648
	Iteration 19Q: 3 clusters Score -904300.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -904357.062500 Penalty: 4608.014648
	Iteration 20F: 3 clusters Score -904357.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -904399.812500 Penalty: 4608.014648
	Iteration 21Q: 3 clusters Score -904399.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -904430.250000 Penalty: 4608.014648
	Iteration 22Q: 3 clusters Score -904430.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -904449.437500 Penalty: 4608.014648
	Iteration 23Q: 3 clusters Score -904449.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -904466.625000 Penalty: 4608.014648
	Iteration 24Q: 3 clusters Score -904466.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -904484.500000 Penalty: 4608.014648
	Iteration 25Q: 3 clusters Score -904484.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -904501.062500 Penalty: 4608.014648
	Iteration 26Q: 3 clusters Score -904501.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -904514.750000 Penalty: 4608.014648
	Iteration 27Q: 3 clusters Score -904514.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -904522.250000 Penalty: 4608.014648
	Iteration 28Q: 3 clusters Score -904522.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -904533.000000 Penalty: 4608.014648
	Iteration 29Q: 3 clusters Score -904533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -904538.500000 Penalty: 4608.014648
	Iteration 30Q: 3 clusters Score -904538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -904541.125000 Penalty: 4608.014648
	Iteration 31Q: 3 clusters Score -904541.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -904542.375000 Penalty: 4608.014648
	Iteration 32Q: 3 clusters Score -904542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -904545.500000 Penalty: 4608.014648
	Iteration 33Q: 3 clusters Score -904545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -904548.062500 Penalty: 4608.014648
	Iteration 34Q: 3 clusters Score -904548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -904550.187500 Penalty: 4608.014648
	Iteration 35Q: 3 clusters Score -904550.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -904552.437500 Penalty: 4608.014648
	Iteration 36Q: 3 clusters Score -904552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -904551.937500 Penalty: 4608.014648
	Iteration 37Q: 3 clusters Score -904551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -904553.062500 Penalty: 4608.014648
	Iteration 38Q: 3 clusters Score -904553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -904553.625000 Penalty: 4608.014648
	Iteration 39Q: 3 clusters Score -904553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -904554.125000 Penalty: 4608.014648
	Iteration 40F: 3 clusters Score -904554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -904552.937500 Penalty: 4608.014648
	Iteration 41Q: 3 clusters Score -904552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -904554.312500 Penalty: 4608.014648
	Iteration 42Q: 3 clusters Score -904554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -904553.312500 Penalty: 4608.014648
	Iteration 43Q: 3 clusters Score -904553.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -904553.312500 Penalty: 4608.014648
	Iteration 44F: 3 clusters Score -904553.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Entering Unmasked Estep 
Score: -4776099.500000 Penalty: 2707.680420
	Iteration 0F: 2 clusters Score -4776100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -4738865.000000 Penalty: 5415.360840
	Iteration 0F: 3 clusters Score -4738865 nChanged 25673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -4753335.000000 Penalty: 5415.360840
	Iteration 1F: 3 clusters Score -4753335 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -4754124.500000 Penalty: 5415.360840
	Iteration 2Q: 3 clusters Score -4754124 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4755053.000000 Penalty: 5415.360840
	Iteration 3Q: 3 clusters Score -4755053 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -4756368.500000 Penalty: 5415.360840
	Iteration 4F: 3 clusters Score -4756368 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4758072.000000 Penalty: 5415.360840
	Iteration 5F: 3 clusters Score -4758072 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4759972.500000 Penalty: 5415.360840
	Iteration 6F: 3 clusters Score -4759972 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -4761931.000000 Penalty: 5415.360840
	Iteration 7F: 3 clusters Score -4761931 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4763600.500000 Penalty: 5415.360840
	Iteration 8F: 3 clusters Score -4763600 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4765237.000000 Penalty: 5415.360840
	Iteration 9F: 3 clusters Score -4765237 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -4766896.500000 Penalty: 5415.360840
	Iteration 10Q: 3 clusters Score -4766896 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4768546.500000 Penalty: 5415.360840
	Iteration 11Q: 3 clusters Score -4768546 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4770123.500000 Penalty: 5415.360840
	Iteration 12Q: 3 clusters Score -4770124 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4771392.000000 Penalty: 5415.360840
	Iteration 13Q: 3 clusters Score -4771392 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4772315.500000 Penalty: 5415.360840
	Iteration 14Q: 3 clusters Score -4772316 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4772964.000000 Penalty: 5415.360840
	Iteration 15Q: 3 clusters Score -4772964 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4773328.000000 Penalty: 5415.360840
	Iteration 16Q: 3 clusters Score -4773328 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4773504.000000 Penalty: 5415.360840
	Iteration 17Q: 3 clusters Score -4773504 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4773608.000000 Penalty: 5415.360840
	Iteration 18Q: 3 clusters Score -4773608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4773692.500000 Penalty: 5415.360840
	Iteration 19Q: 3 clusters Score -4773692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4773738.500000 Penalty: 5415.360840
	Iteration 20F: 3 clusters Score -4773738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4773763.000000 Penalty: 5415.360840
	Iteration 21Q: 3 clusters Score -4773763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4773786.000000 Penalty: 5415.360840
	Iteration 22Q: 3 clusters Score -4773786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4773801.000000 Penalty: 5415.360840
	Iteration 23Q: 3 clusters Score -4773801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4773805.000000 Penalty: 5415.360840
	Iteration 24Q: 3 clusters Score -4773805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4773812.500000 Penalty: 5415.360840
	Iteration 25Q: 3 clusters Score -4773812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4773821.500000 Penalty: 5415.360840
	Iteration 26Q: 3 clusters Score -4773822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4773823.000000 Penalty: 5415.360840
	Iteration 27Q: 3 clusters Score -4773823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4773820.500000 Penalty: 5415.360840
	Iteration 28Q: 3 clusters Score -4773820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4773820.000000 Penalty: 5415.360840
	Iteration 29Q: 3 clusters Score -4773820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4773821.500000 Penalty: 5415.360840
	Iteration 30Q: 3 clusters Score -4773822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4773821.500000 Penalty: 5415.360840
	Iteration 31F: 3 clusters Score -4773822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Entering Unmasked Estep 
Score: -770313.937500 Penalty: 2270.108887
	Iteration 0F: 2 clusters Score -770313.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -763051.937500 Penalty: 4540.217773
	Iteration 0F: 3 clusters Score -763051.9 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -765351.375000 Penalty: 4540.217773
	Iteration 1F: 3 clusters Score -765351.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -765772.375000 Penalty: 4540.217773
	Iteration 2F: 3 clusters Score -765772.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -766058.687500 Penalty: 4540.217773
	Iteration 3F: 3 clusters Score -766058.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -766251.625000 Penalty: 4540.217773
	Iteration 4Q: 3 clusters Score -766251.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -766421.812500 Penalty: 4540.217773
	Iteration 5Q: 3 clusters Score -766421.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -766564.000000 Penalty: 4540.217773
	Iteration 6Q: 3 clusters Score -766564 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -766688.312500 Penalty: 4540.217773
	Iteration 7Q: 3 clusters Score -766688.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -766783.937500 Penalty: 4540.217773
	Iteration 8Q: 3 clusters Score -766783.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -766867.125000 Penalty: 4540.217773
	Iteration 9Q: 3 clusters Score -766867.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -766945.312500 Penalty: 4540.217773
	Iteration 10Q: 3 clusters Score -766945.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -767031.937500 Penalty: 4540.217773
	Iteration 11Q: 3 clusters Score -767031.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -767108.187500 Penalty: 4540.217773
	Iteration 12Q: 3 clusters Score -767108.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -767204.375000 Penalty: 4540.217773
	Iteration 13Q: 3 clusters Score -767204.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -767323.375000 Penalty: 4540.217773
	Iteration 14Q: 3 clusters Score -767323.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -767477.375000 Penalty: 4540.217773
	Iteration 15Q: 3 clusters Score -767477.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -767621.375000 Penalty: 4540.217773
	Iteration 16Q: 3 clusters Score -767621.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -767758.187500 Penalty: 4540.217773
	Iteration 17Q: 3 clusters Score -767758.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -767875.875000 Penalty: 4540.217773
	Iteration 18Q: 3 clusters Score -767875.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -768005.375000 Penalty: 4540.217773
	Iteration 19Q: 3 clusters Score -768005.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -768116.562500 Penalty: 4540.217773
	Iteration 20F: 3 clusters Score -768116.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -768232.562500 Penalty: 4540.217773
	Iteration 21Q: 3 clusters Score -768232.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -768320.375000 Penalty: 4540.217773
	Iteration 22Q: 3 clusters Score -768320.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -768378.125000 Penalty: 4540.217773
	Iteration 23Q: 3 clusters Score -768378.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -768415.625000 Penalty: 4540.217773
	Iteration 24Q: 3 clusters Score -768415.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -768450.437500 Penalty: 4540.217773
	Iteration 25Q: 3 clusters Score -768450.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -768486.750000 Penalty: 4540.217773
	Iteration 26Q: 3 clusters Score -768486.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -768511.375000 Penalty: 4540.217773
	Iteration 27Q: 3 clusters Score -768511.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -768529.000000 Penalty: 4540.217773
	Iteration 28Q: 3 clusters Score -768529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -768547.875000 Penalty: 4540.217773
	Iteration 29Q: 3 clusters Score -768547.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -768559.062500 Penalty: 4540.217773
	Iteration 30Q: 3 clusters Score -768559.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -768571.312500 Penalty: 4540.217773
	Iteration 31Q: 3 clusters Score -768571.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -768581.062500 Penalty: 4540.217773
	Iteration 32Q: 3 clusters Score -768581.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -768589.750000 Penalty: 4540.217773
	Iteration 33Q: 3 clusters Score -768589.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -768597.375000 Penalty: 4540.217773
	Iteration 34Q: 3 clusters Score -768597.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -768602.500000 Penalty: 4540.217773
	Iteration 35Q: 3 clusters Score -768602.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -768608.812500 Penalty: 4540.217773
	Iteration 36Q: 3 clusters Score -768608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -768612.312500 Penalty: 4540.217773
	Iteration 37Q: 3 clusters Score -768612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -768613.875000 Penalty: 4540.217773
	Iteration 38Q: 3 clusters Score -768613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -768614.000000 Penalty: 4540.217773
	Iteration 39Q: 3 clusters Score -768614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -768613.187500 Penalty: 4540.217773
	Iteration 40F: 3 clusters Score -768613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -768613.750000 Penalty: 4540.217773
	Iteration 41Q: 3 clusters Score -768613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -768613.750000 Penalty: 4540.217773
	Iteration 42F: 3 clusters Score -768613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Entering Unmasked Estep 
Score: -1375681.125000 Penalty: 2400.337646
	Iteration 0F: 2 clusters Score -1375681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1364267.000000 Penalty: 4800.675293
	Iteration 0F: 3 clusters Score -1364267 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1368243.875000 Penalty: 4800.675293
	Iteration 1F: 3 clusters Score -1368244 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1368897.625000 Penalty: 4800.675293
	Iteration 2F: 3 clusters Score -1368898 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1369677.000000 Penalty: 4800.675293
	Iteration 3F: 3 clusters Score -1369677 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1370676.000000 Penalty: 4800.675293
	Iteration 4F: 3 clusters Score -1370676 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1372216.750000 Penalty: 4800.675293
	Iteration 5F: 3 clusters Score -1372217 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1375242.500000 Penalty: 4800.675293
	Iteration 6F: 3 clusters Score -1375242 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1379655.000000 Penalty: 4800.675293
	Iteration 7F: 3 clusters Score -1379655 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1381472.625000 Penalty: 4800.675293
	Iteration 8Q: 3 clusters Score -1381473 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1381610.500000 Penalty: 4800.675293
	Iteration 9Q: 3 clusters Score -1381610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1381615.625000 Penalty: 4800.675293
	Iteration 10Q: 3 clusters Score -1381616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1381614.500000 Penalty: 4800.675293
	Iteration 11Q: 3 clusters Score -1381614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1381614.250000 Penalty: 4800.675293
	Iteration 12Q: 3 clusters Score -1381614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1381615.750000 Penalty: 4800.675293
	Iteration 13Q: 3 clusters Score -1381616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1381615.750000 Penalty: 4800.675293
	Iteration 14F: 3 clusters Score -1381616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 23323 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 23222 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 17290 members 
Mstep: Class 11 contains 44710 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 16033 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 55164 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 11499 members 
Mstep: Class 18 contains 9649 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 15184 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 96206 members 
Mstep: Class 24 contains 14786 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 7083 members 
Mstep: Class 27 contains 6204 members 
Mstep: Class 28 contains 14021 members 
Mstep: Class 29 contains 4476 members 
Entering Unmasked Estep 
Score: -38145904.000000 Penalty: 93856.703125
Splitting cluster 17 changes total score from -38129768.000000 to -38145904.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (9649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Entering Unmasked Estep 
Score: -728753.062500 Penalty: 2275.302979
	Iteration 0F: 2 clusters Score -728753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -721254.687500 Penalty: 4550.605957
	Iteration 0F: 3 clusters Score -721254.7 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -723567.687500 Penalty: 4550.605957
	Iteration 1F: 3 clusters Score -723567.7 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -724176.500000 Penalty: 4550.605957
	Iteration 2F: 3 clusters Score -724176.5 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -724796.562500 Penalty: 4550.605957
	Iteration 3F: 3 clusters Score -724796.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -725358.312500 Penalty: 4550.605957
	Iteration 4F: 3 clusters Score -725358.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -725772.062500 Penalty: 4550.605957
	Iteration 5F: 3 clusters Score -725772.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -726104.500000 Penalty: 4550.605957
	Iteration 6F: 3 clusters Score -726104.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -726349.687500 Penalty: 4550.605957
	Iteration 7Q: 3 clusters Score -726349.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -726517.875000 Penalty: 4550.605957
	Iteration 8Q: 3 clusters Score -726517.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -726642.687500 Penalty: 4550.605957
	Iteration 9Q: 3 clusters Score -726642.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -726747.000000 Penalty: 4550.605957
	Iteration 10Q: 3 clusters Score -726747 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -726841.687500 Penalty: 4550.605957
	Iteration 11Q: 3 clusters Score -726841.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -726951.750000 Penalty: 4550.605957
	Iteration 12Q: 3 clusters Score -726951.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -727073.312500 Penalty: 4550.605957
	Iteration 13Q: 3 clusters Score -727073.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -727223.750000 Penalty: 4550.605957
	Iteration 14Q: 3 clusters Score -727223.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -727370.562500 Penalty: 4550.605957
	Iteration 15Q: 3 clusters Score -727370.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -727480.375000 Penalty: 4550.605957
	Iteration 16Q: 3 clusters Score -727480.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -727559.875000 Penalty: 4550.605957
	Iteration 17Q: 3 clusters Score -727559.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -727607.250000 Penalty: 4550.605957
	Iteration 18Q: 3 clusters Score -727607.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -727633.187500 Penalty: 4550.605957
	Iteration 19Q: 3 clusters Score -727633.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -727658.062500 Penalty: 4550.605957
	Iteration 20F: 3 clusters Score -727658.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -727679.875000 Penalty: 4550.605957
	Iteration 21Q: 3 clusters Score -727679.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -727699.437500 Penalty: 4550.605957
	Iteration 22Q: 3 clusters Score -727699.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -727713.312500 Penalty: 4550.605957
	Iteration 23Q: 3 clusters Score -727713.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -727724.812500 Penalty: 4550.605957
	Iteration 24Q: 3 clusters Score -727724.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -727736.437500 Penalty: 4550.605957
	Iteration 25Q: 3 clusters Score -727736.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -727746.625000 Penalty: 4550.605957
	Iteration 26Q: 3 clusters Score -727746.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -727754.562500 Penalty: 4550.605957
	Iteration 27Q: 3 clusters Score -727754.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -727764.812500 Penalty: 4550.605957
	Iteration 28Q: 3 clusters Score -727764.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -727772.000000 Penalty: 4550.605957
	Iteration 29Q: 3 clusters Score -727772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -727779.875000 Penalty: 4550.605957
	Iteration 30Q: 3 clusters Score -727779.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -727788.187500 Penalty: 4550.605957
	Iteration 31Q: 3 clusters Score -727788.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -727794.562500 Penalty: 4550.605957
	Iteration 32Q: 3 clusters Score -727794.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -727799.062500 Penalty: 4550.605957
	Iteration 33Q: 3 clusters Score -727799.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -727803.250000 Penalty: 4550.605957
	Iteration 34Q: 3 clusters Score -727803.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -727807.000000 Penalty: 4550.605957
	Iteration 35Q: 3 clusters Score -727807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -727809.687500 Penalty: 4550.605957
	Iteration 36Q: 3 clusters Score -727809.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -727814.812500 Penalty: 4550.605957
	Iteration 37Q: 3 clusters Score -727814.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -727817.937500 Penalty: 4550.605957
	Iteration 38Q: 3 clusters Score -727817.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -727822.812500 Penalty: 4550.605957
	Iteration 39Q: 3 clusters Score -727822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -727826.500000 Penalty: 4550.605957
	Iteration 40F: 3 clusters Score -727826.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -727828.125000 Penalty: 4550.605957
	Iteration 41Q: 3 clusters Score -727828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -727830.375000 Penalty: 4550.605957
	Iteration 42Q: 3 clusters Score -727830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -727831.875000 Penalty: 4550.605957
	Iteration 43Q: 3 clusters Score -727831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -727832.937500 Penalty: 4550.605957
	Iteration 44Q: 3 clusters Score -727832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -727832.312500 Penalty: 4550.605957
	Iteration 45Q: 3 clusters Score -727832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -727833.312500 Penalty: 4550.605957
	Iteration 46Q: 3 clusters Score -727833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -727831.937500 Penalty: 4550.605957
	Iteration 47Q: 3 clusters Score -727831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -727831.937500 Penalty: 4550.605957
	Iteration 48F: 3 clusters Score -727831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Entering Unmasked Estep 
Score: -404163.906250 Penalty: 2120.171631
	Iteration 0F: 2 clusters Score -404163.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -399551.593750 Penalty: 4240.343262
	Iteration 0F: 3 clusters Score -399551.6 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -400759.406250 Penalty: 4240.343262
	Iteration 1F: 3 clusters Score -400759.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -400993.375000 Penalty: 4240.343262
	Iteration 2F: 3 clusters Score -400993.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -401126.625000 Penalty: 4240.343262
	Iteration 3Q: 3 clusters Score -401126.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -401234.625000 Penalty: 4240.343262
	Iteration 4Q: 3 clusters Score -401234.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -401334.906250 Penalty: 4240.343262
	Iteration 5Q: 3 clusters Score -401334.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -401434.062500 Penalty: 4240.343262
	Iteration 6Q: 3 clusters Score -401434.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -401519.343750 Penalty: 4240.343262
	Iteration 7Q: 3 clusters Score -401519.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -401587.062500 Penalty: 4240.343262
	Iteration 8Q: 3 clusters Score -401587.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -401648.468750 Penalty: 4240.343262
	Iteration 9Q: 3 clusters Score -401648.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -401710.218750 Penalty: 4240.343262
	Iteration 10Q: 3 clusters Score -401710.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -401782.093750 Penalty: 4240.343262
	Iteration 11Q: 3 clusters Score -401782.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -401863.593750 Penalty: 4240.343262
	Iteration 12Q: 3 clusters Score -401863.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -401977.500000 Penalty: 4240.343262
	Iteration 13Q: 3 clusters Score -401977.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -402113.781250 Penalty: 4240.343262
	Iteration 14Q: 3 clusters Score -402113.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -402290.843750 Penalty: 4240.343262
	Iteration 15Q: 3 clusters Score -402290.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -402439.250000 Penalty: 4240.343262
	Iteration 16Q: 3 clusters Score -402439.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -402586.562500 Penalty: 4240.343262
	Iteration 17Q: 3 clusters Score -402586.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -402732.750000 Penalty: 4240.343262
	Iteration 18Q: 3 clusters Score -402732.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -402855.156250 Penalty: 4240.343262
	Iteration 19Q: 3 clusters Score -402855.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -402988.468750 Penalty: 4240.343262
	Iteration 20F: 3 clusters Score -402988.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -403117.593750 Penalty: 4240.343262
	Iteration 21Q: 3 clusters Score -403117.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -403217.468750 Penalty: 4240.343262
	Iteration 22Q: 3 clusters Score -403217.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -403291.500000 Penalty: 4240.343262
	Iteration 23Q: 3 clusters Score -403291.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -403347.250000 Penalty: 4240.343262
	Iteration 24Q: 3 clusters Score -403347.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -403393.406250 Penalty: 4240.343262
	Iteration 25Q: 3 clusters Score -403393.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -403427.437500 Penalty: 4240.343262
	Iteration 26Q: 3 clusters Score -403427.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -403464.531250 Penalty: 4240.343262
	Iteration 27Q: 3 clusters Score -403464.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -403477.906250 Penalty: 4240.343262
	Iteration 28Q: 3 clusters Score -403477.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -403487.562500 Penalty: 4240.343262
	Iteration 29Q: 3 clusters Score -403487.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -403493.031250 Penalty: 4240.343262
	Iteration 30Q: 3 clusters Score -403493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -403497.406250 Penalty: 4240.343262
	Iteration 31Q: 3 clusters Score -403497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -403499.593750 Penalty: 4240.343262
	Iteration 32Q: 3 clusters Score -403499.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -403501.593750 Penalty: 4240.343262
	Iteration 33Q: 3 clusters Score -403501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -403502.562500 Penalty: 4240.343262
	Iteration 34Q: 3 clusters Score -403502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -403502.562500 Penalty: 4240.343262
	Iteration 35F: 3 clusters Score -403502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Entering Unmasked Estep 
Score: -1082036.000000 Penalty: 2336.630371
	Iteration 0F: 2 clusters Score -1082036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1072838.750000 Penalty: 4673.260742
	Iteration 0F: 3 clusters Score -1072839 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1075646.125000 Penalty: 4673.260742
	Iteration 1F: 3 clusters Score -1075646 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1076070.500000 Penalty: 4673.260742
	Iteration 2F: 3 clusters Score -1076070 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1076483.750000 Penalty: 4673.260742
	Iteration 3F: 3 clusters Score -1076484 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1076955.875000 Penalty: 4673.260742
	Iteration 4F: 3 clusters Score -1076956 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1077502.125000 Penalty: 4673.260742
	Iteration 5F: 3 clusters Score -1077502 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1078083.250000 Penalty: 4673.260742
	Iteration 6F: 3 clusters Score -1078083 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1078688.000000 Penalty: 4673.260742
	Iteration 7F: 3 clusters Score -1078688 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1079196.250000 Penalty: 4673.260742
	Iteration 8F: 3 clusters Score -1079196 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1079621.000000 Penalty: 4673.260742
	Iteration 9Q: 3 clusters Score -1079621 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1079955.125000 Penalty: 4673.260742
	Iteration 10Q: 3 clusters Score -1079955 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1080212.500000 Penalty: 4673.260742
	Iteration 11Q: 3 clusters Score -1080212 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1080353.625000 Penalty: 4673.260742
	Iteration 12Q: 3 clusters Score -1080354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1080438.750000 Penalty: 4673.260742
	Iteration 13Q: 3 clusters Score -1080439 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1080511.375000 Penalty: 4673.260742
	Iteration 14Q: 3 clusters Score -1080511 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1080549.250000 Penalty: 4673.260742
	Iteration 15Q: 3 clusters Score -1080549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1080575.625000 Penalty: 4673.260742
	Iteration 16Q: 3 clusters Score -1080576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1080594.250000 Penalty: 4673.260742
	Iteration 17Q: 3 clusters Score -1080594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1080605.500000 Penalty: 4673.260742
	Iteration 18Q: 3 clusters Score -1080606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1080613.625000 Penalty: 4673.260742
	Iteration 19Q: 3 clusters Score -1080614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1080620.250000 Penalty: 4673.260742
	Iteration 20F: 3 clusters Score -1080620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1080624.625000 Penalty: 4673.260742
	Iteration 21Q: 3 clusters Score -1080625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1080625.500000 Penalty: 4673.260742
	Iteration 22Q: 3 clusters Score -1080626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1080626.250000 Penalty: 4673.260742
	Iteration 23Q: 3 clusters Score -1080626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1080628.500000 Penalty: 4673.260742
	Iteration 24Q: 3 clusters Score -1080628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1080628.500000 Penalty: 4673.260742
	Iteration 25Q: 3 clusters Score -1080628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1080628.500000 Penalty: 4673.260742
	Iteration 26F: 3 clusters Score -1080628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Entering Unmasked Estep 
Score: -1329078.750000 Penalty: 2387.743408
	Iteration 0F: 2 clusters Score -1329079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1318145.125000 Penalty: 4775.486816
	Iteration 0F: 3 clusters Score -1318145 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1321656.625000 Penalty: 4775.486816
	Iteration 1F: 3 clusters Score -1321657 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1322163.375000 Penalty: 4775.486816
	Iteration 2F: 3 clusters Score -1322163 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1322717.500000 Penalty: 4775.486816
	Iteration 3F: 3 clusters Score -1322718 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1323333.000000 Penalty: 4775.486816
	Iteration 4F: 3 clusters Score -1323333 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1324040.750000 Penalty: 4775.486816
	Iteration 5F: 3 clusters Score -1324041 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1324858.875000 Penalty: 4775.486816
	Iteration 6F: 3 clusters Score -1324859 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1325556.125000 Penalty: 4775.486816
	Iteration 7F: 3 clusters Score -1325556 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1326066.750000 Penalty: 4775.486816
	Iteration 8Q: 3 clusters Score -1326067 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1326404.625000 Penalty: 4775.486816
	Iteration 9Q: 3 clusters Score -1326405 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1326602.500000 Penalty: 4775.486816
	Iteration 10Q: 3 clusters Score -1326602 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1326738.750000 Penalty: 4775.486816
	Iteration 11Q: 3 clusters Score -1326739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1326815.875000 Penalty: 4775.486816
	Iteration 12Q: 3 clusters Score -1326816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1326869.500000 Penalty: 4775.486816
	Iteration 13Q: 3 clusters Score -1326870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1326897.875000 Penalty: 4775.486816
	Iteration 14Q: 3 clusters Score -1326898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1326922.875000 Penalty: 4775.486816
	Iteration 15Q: 3 clusters Score -1326923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1326930.125000 Penalty: 4775.486816
	Iteration 16Q: 3 clusters Score -1326930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1326944.000000 Penalty: 4775.486816
	Iteration 17Q: 3 clusters Score -1326944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1326955.125000 Penalty: 4775.486816
	Iteration 18Q: 3 clusters Score -1326955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1326955.125000 Penalty: 4775.486816
	Iteration 19Q: 3 clusters Score -1326955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1326963.000000 Penalty: 4775.486816
	Iteration 20F: 3 clusters Score -1326963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1326968.250000 Penalty: 4775.486816
	Iteration 21Q: 3 clusters Score -1326968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1326971.875000 Penalty: 4775.486816
	Iteration 22Q: 3 clusters Score -1326972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1326971.875000 Penalty: 4775.486816
	Iteration 23F: 3 clusters Score -1326972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -342990.000000 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -342990 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 2010 members 
Entering Unmasked Estep 
Score: -339145.156250 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -339145.2 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -340097.906250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -340097.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -340431.218750 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -340431.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -340746.968750 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -340747 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -341054.906250 Penalty: 4110.988770
	Iteration 4F: 3 clusters Score -341054.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -341321.906250 Penalty: 4110.988770
	Iteration 5F: 3 clusters Score -341321.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -341523.000000 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -341523 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -341664.531250 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -341664.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -341747.593750 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -341747.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -341797.187500 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -341797.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -341825.031250 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -341825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -341839.937500 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -341839.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -341850.531250 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -341850.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -341854.406250 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -341854.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -341859.156250 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -341859.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -341862.343750 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -341862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -341866.843750 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -341866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -341871.312500 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -341871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -341875.093750 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -341875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -341879.750000 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -341879.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -341884.218750 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -341884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -341885.156250 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -341885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -341885.750000 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -341885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -341885.750000 Penalty: 4110.988770
	Iteration 23F: 3 clusters Score -341885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Entering Unmasked Estep 
Score: -8243152.500000 Penalty: 2845.613281
	Iteration 0F: 2 clusters Score -8243152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -8178981.000000 Penalty: 5691.226562
	Iteration 0F: 3 clusters Score -8178981 nChanged 45350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -8204908.000000 Penalty: 5691.226562
	Iteration 1F: 3 clusters Score -8204908 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -8205766.000000 Penalty: 5691.226562
	Iteration 2Q: 3 clusters Score -8205766 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -8206948.000000 Penalty: 5691.226562
	Iteration 3Q: 3 clusters Score -8206948 nChanged 3796
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8208418 nChanged 4391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8210626 nChanged 5270
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Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8214034 nChanged 6156
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Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8218890 nChanged 6789
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Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8224953 nChanged 6123
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Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8230856 nChanged 4585
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Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8235454 nChanged 3150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8238769 nChanged 2095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 90715 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8241075 nChanged 1465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8242426 nChanged 1068
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -8243225.500000 Penalty: 5691.226562
	Iteration 14Q: 3 clusters Score -8243226 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -8243718.000000 Penalty: 5691.226562
	Iteration 15Q: 3 clusters Score -8243718 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -8244038.500000 Penalty: 5691.226562
	Iteration 16Q: 3 clusters Score -8244038 nChanged 457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8244212 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8244353 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8244422 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -8244513.000000 Penalty: 5691.226562
	Iteration 20F: 3 clusters Score -8244513 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8244574 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -8244602.500000 Penalty: 5691.226562
	Iteration 22Q: 3 clusters Score -8244602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -8244639.500000 Penalty: 5691.226562
	Iteration 23Q: 3 clusters Score -8244640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -8244657.500000 Penalty: 5691.226562
	Iteration 24Q: 3 clusters Score -8244658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -8244683.000000 Penalty: 5691.226562
	Iteration 25Q: 3 clusters Score -8244683 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8244708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -8244716.000000 Penalty: 5691.226562
	Iteration 27Q: 3 clusters Score -8244716 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8244748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -8244752.000000 Penalty: 5691.226562
	Iteration 29Q: 3 clusters Score -8244752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8244766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8244784 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8244760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8244795 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 91695 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8244796 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8244789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8244790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8244791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8244788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8244795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -8244808.000000 Penalty: 5691.226562
	Iteration 40F: 3 clusters Score -8244808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8244808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -8244810.500000 Penalty: 5691.226562
	Iteration 42Q: 3 clusters Score -8244810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -8244806.500000 Penalty: 5691.226562
	Iteration 43Q: 3 clusters Score -8244806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -8244815.000000 Penalty: 5691.226562
	Iteration 44Q: 3 clusters Score -8244815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -8244820.500000 Penalty: 5691.226562
	Iteration 45Q: 3 clusters Score -8244820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 91543 members 
Entering Unmasked Estep 
Score: -8244827.500000 Penalty: 5691.226562
	Iteration 46Q: 3 clusters Score -8244828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -8244837.000000 Penalty: 5691.226562
	Iteration 47Q: 3 clusters Score -8244837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -8244842.500000 Penalty: 5691.226562
	Iteration 48Q: 3 clusters Score -8244842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8244837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -8244842.500000 Penalty: 5691.226562
	Iteration 50Q: 3 clusters Score -8244842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -8244855.500000 Penalty: 5691.226562
	Iteration 51Q: 3 clusters Score -8244856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -8244847.500000 Penalty: 5691.226562
	Iteration 52Q: 3 clusters Score -8244848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8244847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -8244852.500000 Penalty: 5691.226562
	Iteration 54Q: 3 clusters Score -8244852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8244847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -8244858.000000 Penalty: 5691.226562
	Iteration 56Q: 3 clusters Score -8244858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -8244854.500000 Penalty: 5691.226562
	Iteration 57Q: 3 clusters Score -8244854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8244858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -8244857.000000 Penalty: 5691.226562
	Iteration 59Q: 3 clusters Score -8244857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -8244855.500000 Penalty: 5691.226562
	Iteration 60F: 3 clusters Score -8244856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 91439 members 
Entering Unmasked Estep 
Score: -8244851.000000 Penalty: 5691.226562
	Iteration 61Q: 3 clusters Score -8244851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -8244864.000000 Penalty: 5691.226562
	Iteration 62Q: 3 clusters Score -8244864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -8244864.500000 Penalty: 5691.226562
	Iteration 63Q: 3 clusters Score -8244864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -8244874.000000 Penalty: 5691.226562
	Iteration 64Q: 3 clusters Score -8244874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -8244878.500000 Penalty: 5691.226562
	Iteration 65Q: 3 clusters Score -8244878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -8244878.500000 Penalty: 5691.226562
	Iteration 66Q: 3 clusters Score -8244878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -8244873.000000 Penalty: 5691.226562
	Iteration 67Q: 3 clusters Score -8244873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -8244869.500000 Penalty: 5691.226562
	Iteration 68Q: 3 clusters Score -8244870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8244870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -8244866.000000 Penalty: 5691.226562
	Iteration 70Q: 3 clusters Score -8244866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -8244879.000000 Penalty: 5691.226562
	Iteration 71Q: 3 clusters Score -8244879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -8244884.000000 Penalty: 5691.226562
	Iteration 72Q: 3 clusters Score -8244884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -8244880.000000 Penalty: 5691.226562
	Iteration 73Q: 3 clusters Score -8244880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -8244882.500000 Penalty: 5691.226562
	Iteration 74Q: 3 clusters Score -8244882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -8244886.000000 Penalty: 5691.226562
	Iteration 75Q: 3 clusters Score -8244886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 91401 members 
Entering Unmasked Estep 
Score: -8244884.500000 Penalty: 5691.226562
	Iteration 76Q: 3 clusters Score -8244884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8244884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -8244884.000000 Penalty: 5691.226562
	Iteration 78F: 3 clusters Score -8244884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 23323 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 23222 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 17290 members 
Mstep: Class 11 contains 44710 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 16033 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 55164 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 11499 members 
Mstep: Class 18 contains 9649 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 15184 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 4803 members 
Mstep: Class 24 contains 14786 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 7083 members 
Mstep: Class 27 contains 6204 members 
Mstep: Class 28 contains 14021 members 
Mstep: Class 29 contains 4476 members 
Mstep: Class 30 contains 91403 members 
Entering Unmasked Estep 
Score: -38147128.000000 Penalty: 97093.140625
Splitting cluster 23 changes total score from -38129768.000000 to -38147128.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (14786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14786 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1255568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1244875.875000 Penalty: 4762.312012
	Iteration 0F: 3 clusters Score -1244876 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1248232.000000 Penalty: 4762.312012
	Iteration 1F: 3 clusters Score -1248232 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1248609.875000 Penalty: 4762.312012
	Iteration 2F: 3 clusters Score -1248610 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1248908.250000 Penalty: 4762.312012
	Iteration 3Q: 3 clusters Score -1248908 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1249168.500000 Penalty: 4762.312012
	Iteration 4Q: 3 clusters Score -1249168 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1249430.250000 Penalty: 4762.312012
	Iteration 5Q: 3 clusters Score -1249430 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1249711.125000 Penalty: 4762.312012
	Iteration 6Q: 3 clusters Score -1249711 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1250009.500000 Penalty: 4762.312012
	Iteration 7Q: 3 clusters Score -1250010 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1250323.375000 Penalty: 4762.312012
	Iteration 8Q: 3 clusters Score -1250323 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1250665.500000 Penalty: 4762.312012
	Iteration 9Q: 3 clusters Score -1250666 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1251037.125000 Penalty: 4762.312012
	Iteration 10Q: 3 clusters Score -1251037 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1251418.625000 Penalty: 4762.312012
	Iteration 11Q: 3 clusters Score -1251419 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1251779.125000 Penalty: 4762.312012
	Iteration 12Q: 3 clusters Score -1251779 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1252121.875000 Penalty: 4762.312012
	Iteration 13Q: 3 clusters Score -1252122 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1252435.625000 Penalty: 4762.312012
	Iteration 14Q: 3 clusters Score -1252436 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1252680.500000 Penalty: 4762.312012
	Iteration 15Q: 3 clusters Score -1252680 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1252897.500000 Penalty: 4762.312012
	Iteration 16Q: 3 clusters Score -1252898 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1253052.875000 Penalty: 4762.312012
	Iteration 17Q: 3 clusters Score -1253053 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1253150.125000 Penalty: 4762.312012
	Iteration 18Q: 3 clusters Score -1253150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1253225.000000 Penalty: 4762.312012
	Iteration 19Q: 3 clusters Score -1253225 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1253290.000000 Penalty: 4762.312012
	Iteration 20F: 3 clusters Score -1253290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1253332.875000 Penalty: 4762.312012
	Iteration 21Q: 3 clusters Score -1253333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1253365.375000 Penalty: 4762.312012
	Iteration 22Q: 3 clusters Score -1253365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1253401.250000 Penalty: 4762.312012
	Iteration 23Q: 3 clusters Score -1253401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1253424.250000 Penalty: 4762.312012
	Iteration 24Q: 3 clusters Score -1253424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1253446.625000 Penalty: 4762.312012
	Iteration 25Q: 3 clusters Score -1253447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1253469.875000 Penalty: 4762.312012
	Iteration 26Q: 3 clusters Score -1253470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1253490.625000 Penalty: 4762.312012
	Iteration 27Q: 3 clusters Score -1253491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1253500.875000 Penalty: 4762.312012
	Iteration 28Q: 3 clusters Score -1253501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1253514.625000 Penalty: 4762.312012
	Iteration 29Q: 3 clusters Score -1253515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1253524.375000 Penalty: 4762.312012
	Iteration 30Q: 3 clusters Score -1253524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1253531.000000 Penalty: 4762.312012
	Iteration 31Q: 3 clusters Score -1253531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1253536.125000 Penalty: 4762.312012
	Iteration 32Q: 3 clusters Score -1253536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1253538.625000 Penalty: 4762.312012
	Iteration 33Q: 3 clusters Score -1253539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1253544.000000 Penalty: 4762.312012
	Iteration 34Q: 3 clusters Score -1253544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1253547.125000 Penalty: 4762.312012
	Iteration 35Q: 3 clusters Score -1253547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1253555.125000 Penalty: 4762.312012
	Iteration 36Q: 3 clusters Score -1253555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1253558.000000 Penalty: 4762.312012
	Iteration 37Q: 3 clusters Score -1253558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1253564.375000 Penalty: 4762.312012
	Iteration 38Q: 3 clusters Score -1253564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1253568.375000 Penalty: 4762.312012
	Iteration 39Q: 3 clusters Score -1253568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1253571.125000 Penalty: 4762.312012
	Iteration 40F: 3 clusters Score -1253571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1253576.000000 Penalty: 4762.312012
	Iteration 41Q: 3 clusters Score -1253576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1253579.125000 Penalty: 4762.312012
	Iteration 42Q: 3 clusters Score -1253579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1253586.250000 Penalty: 4762.312012
	Iteration 43Q: 3 clusters Score -1253586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1253586.750000 Penalty: 4762.312012
	Iteration 44Q: 3 clusters Score -1253587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1253588.500000 Penalty: 4762.312012
	Iteration 45Q: 3 clusters Score -1253588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1253588.500000 Penalty: 4762.312012
	Iteration 46F: 3 clusters Score -1253588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Entering Unmasked Estep 
Score: -1658417.250000 Penalty: 2446.972168
	Iteration 0F: 2 clusters Score -1658417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1644871.000000 Penalty: 4893.944336
	Iteration 0F: 3 clusters Score -1644871 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1649612.500000 Penalty: 4893.944336
	Iteration 1F: 3 clusters Score -1649612 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1650457.375000 Penalty: 4893.944336
	Iteration 2F: 3 clusters Score -1650457 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1651944.125000 Penalty: 4893.944336
	Iteration 3F: 3 clusters Score -1651944 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1654739.125000 Penalty: 4893.944336
	Iteration 4F: 3 clusters Score -1654739 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1657205.000000 Penalty: 4893.944336
	Iteration 5F: 3 clusters Score -1657205 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1658544.500000 Penalty: 4893.944336
	Iteration 6F: 3 clusters Score -1658544 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1659478.625000 Penalty: 4893.944336
	Iteration 7F: 3 clusters Score -1659479 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1660543.750000 Penalty: 4893.944336
	Iteration 8Q: 3 clusters Score -1660544 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1661836.250000 Penalty: 4893.944336
	Iteration 9Q: 3 clusters Score -1661836 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1663489.625000 Penalty: 4893.944336
	Iteration 10Q: 3 clusters Score -1663490 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1665028.875000 Penalty: 4893.944336
	Iteration 11Q: 3 clusters Score -1665029 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1666031.500000 Penalty: 4893.944336
	Iteration 12Q: 3 clusters Score -1666032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1666136.250000 Penalty: 4893.944336
	Iteration 13Q: 3 clusters Score -1666136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1666138.750000 Penalty: 4893.944336
	Iteration 14Q: 3 clusters Score -1666139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1666138.375000 Penalty: 4893.944336
	Iteration 15Q: 3 clusters Score -1666138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1666140.375000 Penalty: 4893.944336
	Iteration 16Q: 3 clusters Score -1666140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1666140.125000 Penalty: 4893.944336
	Iteration 17Q: 3 clusters Score -1666140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1666140.125000 Penalty: 4893.944336
	Iteration 18F: 3 clusters Score -1666140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 23323 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 23222 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 17290 members 
Mstep: Class 11 contains 44710 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 16033 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 55164 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 11499 members 
Mstep: Class 18 contains 9649 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 15184 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 4803 members 
Mstep: Class 24 contains 14786 members 
Mstep: Class 25 contains 14115 members 
Mstep: Class 26 contains 7083 members 
Mstep: Class 27 contains 6204 members 
Mstep: Class 28 contains 14021 members 
Mstep: Class 29 contains 4476 members 
Mstep: Class 30 contains 91403 members 
Mstep: Class 31 contains 5165 members 
Entering Unmasked Estep 
Score: -38153936.000000 Penalty: 100329.578125
Splitting cluster 25 changes total score from -38129768.000000 to -38153936.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (7083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Entering Unmasked Estep 
Score: -573836.250000 Penalty: 2198.632324
	Iteration 0F: 2 clusters Score -573836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -568002.312500 Penalty: 4397.264648
	Iteration 0F: 3 clusters Score -568002.3 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -569570.875000 Penalty: 4397.264648
	Iteration 1F: 3 clusters Score -569570.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -569833.687500 Penalty: 4397.264648
	Iteration 2F: 3 clusters Score -569833.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -570008.500000 Penalty: 4397.264648
	Iteration 3F: 3 clusters Score -570008.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -570143.687500 Penalty: 4397.264648
	Iteration 4Q: 3 clusters Score -570143.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -570241.500000 Penalty: 4397.264648
	Iteration 5Q: 3 clusters Score -570241.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -570333.500000 Penalty: 4397.264648
	Iteration 6Q: 3 clusters Score -570333.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -570427.750000 Penalty: 4397.264648
	Iteration 7Q: 3 clusters Score -570427.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -570537.687500 Penalty: 4397.264648
	Iteration 8Q: 3 clusters Score -570537.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -570647.312500 Penalty: 4397.264648
	Iteration 9Q: 3 clusters Score -570647.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -570742.125000 Penalty: 4397.264648
	Iteration 10Q: 3 clusters Score -570742.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -570847.625000 Penalty: 4397.264648
	Iteration 11Q: 3 clusters Score -570847.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -570952.812500 Penalty: 4397.264648
	Iteration 12Q: 3 clusters Score -570952.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -571051.187500 Penalty: 4397.264648
	Iteration 13Q: 3 clusters Score -571051.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -571147.187500 Penalty: 4397.264648
	Iteration 14Q: 3 clusters Score -571147.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -571238.687500 Penalty: 4397.264648
	Iteration 15Q: 3 clusters Score -571238.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -571328.875000 Penalty: 4397.264648
	Iteration 16Q: 3 clusters Score -571328.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -571410.312500 Penalty: 4397.264648
	Iteration 17Q: 3 clusters Score -571410.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -571492.437500 Penalty: 4397.264648
	Iteration 18Q: 3 clusters Score -571492.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -571586.375000 Penalty: 4397.264648
	Iteration 19Q: 3 clusters Score -571586.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -571652.187500 Penalty: 4397.264648
	Iteration 20F: 3 clusters Score -571652.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -571699.625000 Penalty: 4397.264648
	Iteration 21Q: 3 clusters Score -571699.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -571737.312500 Penalty: 4397.264648
	Iteration 22Q: 3 clusters Score -571737.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -571775.562500 Penalty: 4397.264648
	Iteration 23Q: 3 clusters Score -571775.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -571802.437500 Penalty: 4397.264648
	Iteration 24Q: 3 clusters Score -571802.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -571825.562500 Penalty: 4397.264648
	Iteration 25Q: 3 clusters Score -571825.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -571845.937500 Penalty: 4397.264648
	Iteration 26Q: 3 clusters Score -571845.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -571869.937500 Penalty: 4397.264648
	Iteration 27Q: 3 clusters Score -571869.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -571887.625000 Penalty: 4397.264648
	Iteration 28Q: 3 clusters Score -571887.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -571899.875000 Penalty: 4397.264648
	Iteration 29Q: 3 clusters Score -571899.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -571905.562500 Penalty: 4397.264648
	Iteration 30Q: 3 clusters Score -571905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -571913.250000 Penalty: 4397.264648
	Iteration 31Q: 3 clusters Score -571913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -571919.812500 Penalty: 4397.264648
	Iteration 32Q: 3 clusters Score -571919.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -571925.312500 Penalty: 4397.264648
	Iteration 33Q: 3 clusters Score -571925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -571930.937500 Penalty: 4397.264648
	Iteration 34Q: 3 clusters Score -571930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -571931.375000 Penalty: 4397.264648
	Iteration 35Q: 3 clusters Score -571931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -571931.812500 Penalty: 4397.264648
	Iteration 36Q: 3 clusters Score -571931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -571932.500000 Penalty: 4397.264648
	Iteration 37Q: 3 clusters Score -571932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -571933.062500 Penalty: 4397.264648
	Iteration 38Q: 3 clusters Score -571933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -571934.437500 Penalty: 4397.264648
	Iteration 39Q: 3 clusters Score -571934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -571939.375000 Penalty: 4397.264648
	Iteration 40F: 3 clusters Score -571939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -571943.875000 Penalty: 4397.264648
	Iteration 41Q: 3 clusters Score -571943.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -571950.625000 Penalty: 4397.264648
	Iteration 42Q: 3 clusters Score -571950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -571954.125000 Penalty: 4397.264648
	Iteration 43Q: 3 clusters Score -571954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -571955.625000 Penalty: 4397.264648
	Iteration 44Q: 3 clusters Score -571955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -571959.250000 Penalty: 4397.264648
	Iteration 45Q: 3 clusters Score -571959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -571960.812500 Penalty: 4397.264648
	Iteration 46Q: 3 clusters Score -571960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -571962.125000 Penalty: 4397.264648
	Iteration 47Q: 3 clusters Score -571962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -571963.000000 Penalty: 4397.264648
	Iteration 48Q: 3 clusters Score -571963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -571964.375000 Penalty: 4397.264648
	Iteration 49Q: 3 clusters Score -571964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -571964.375000 Penalty: 4397.264648
	Iteration 50F: 3 clusters Score -571964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 23323 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 23222 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 17290 members 
Mstep: Class 11 contains 44710 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 16033 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 55164 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 11499 members 
Mstep: Class 18 contains 9649 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 15184 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 4803 members 
Mstep: Class 24 contains 14786 members 
Mstep: Class 25 contains 14115 members 
Mstep: Class 26 contains 7083 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 32 clusters Score -3.815758e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 23376 members 
Mstep: Class 3 contains 3547 members 
Mstep: Class 4 contains 8377 members 
Mstep: Class 5 contains 23235 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 10 contains 17150 members 
Mstep: Class 11 contains 44443 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 16047 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 55039 members 
Mstep: Class 16 contains 9457 members 
Mstep: Class 17 contains 11592 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 12366 members 
Mstep: Class 21 contains 15218 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 14857 members 
Mstep: Class 25 contains 14295 members 
Mstep: Class 26 contains 7082 members 
Mstep: Class 27 contains 6076 members 
Mstep: Class 28 contains 13688 members 
Mstep: Class 29 contains 4423 members 
Mstep: Class 30 contains 90861 members 
Mstep: Class 31 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 32 clusters Score -3.815979e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 23392 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 8562 members 
Mstep: Class 5 contains 23223 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 17030 members 
Mstep: Class 11 contains 43846 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 13 contains 15997 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 54741 members 
Mstep: Class 16 contains 9462 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 12313 members 
Mstep: Class 21 contains 15225 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 5795 members 
Mstep: Class 24 contains 14906 members 
Mstep: Class 25 contains 14332 members 
Mstep: Class 26 contains 7073 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 13747 members 
Mstep: Class 29 contains 4487 members 
Mstep: Class 30 contains 91046 members 
Mstep: Class 31 contains 5256 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 32 clusters Score -3.816095e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 8718 members 
Mstep: Class 5 contains 23224 members 
Mstep: Class 6 contains 4443 members 
Mstep: Class 7 contains 2859 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 16943 members 
Mstep: Class 11 contains 43310 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 15991 members 
Mstep: Class 14 contains 10446 members 
Mstep: Class 15 contains 54542 members 
Mstep: Class 16 contains 9460 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 15237 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 6061 members 
Mstep: Class 24 contains 14979 members 
Mstep: Class 25 contains 14374 members 
Mstep: Class 26 contains 7071 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 13767 members 
Mstep: Class 29 contains 4491 members 
Mstep: Class 30 contains 91112 members 
Mstep: Class 31 contains 5290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 32 clusters Score -3.816137e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 23412 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 8835 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 9 contains 8381 members 
Mstep: Class 10 contains 16887 members 
Mstep: Class 11 contains 42872 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 15988 members 
Mstep: Class 14 contains 10303 members 
Mstep: Class 15 contains 54406 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8973 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 15258 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 15058 members 
Mstep: Class 25 contains 14398 members 
Mstep: Class 26 contains 7075 members 
Mstep: Class 27 contains 7609 members 
Mstep: Class 28 contains 13778 members 
Mstep: Class 29 contains 4492 members 
Mstep: Class 30 contains 91177 members 
Mstep: Class 31 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 32 clusters Score -3.816186e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 23414 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2865 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 16846 members 
Mstep: Class 11 contains 42512 members 
Mstep: Class 12 contains 5034 members 
Mstep: Class 13 contains 15984 members 
Mstep: Class 14 contains 10174 members 
Mstep: Class 15 contains 54294 members 
Mstep: Class 16 contains 9474 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 8849 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 12282 members 
Mstep: Class 21 contains 15283 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 6448 members 
Mstep: Class 24 contains 15153 members 
Mstep: Class 25 contains 14420 members 
Mstep: Class 26 contains 7076 members 
Mstep: Class 27 contains 7898 members 
Mstep: Class 28 contains 13785 members 
Mstep: Class 29 contains 4493 members 
Mstep: Class 30 contains 91210 members 
Mstep: Class 31 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162032.000000 Penalty: 100329.578125
Iteration 84Q: 32 clusters Score -3.816203e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 23415 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 16809 members 
Mstep: Class 11 contains 42198 members 
Mstep: Class 12 contains 5032 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 54168 members 
Mstep: Class 16 contains 9478 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 18 contains 8764 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 15310 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 15248 members 
Mstep: Class 25 contains 14429 members 
Mstep: Class 26 contains 7073 members 
Mstep: Class 27 contains 8140 members 
Mstep: Class 28 contains 13789 members 
Mstep: Class 29 contains 4495 members 
Mstep: Class 30 contains 91228 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 32 clusters Score -3.816213e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 23415 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 9083 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 8408 members 
Mstep: Class 10 contains 16781 members 
Mstep: Class 11 contains 41905 members 
Mstep: Class 12 contains 5038 members 
Mstep: Class 13 contains 15987 members 
Mstep: Class 14 contains 9979 members 
Mstep: Class 15 contains 54050 members 
Mstep: Class 16 contains 9484 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 8692 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 12277 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 6696 members 
Mstep: Class 24 contains 15360 members 
Mstep: Class 25 contains 14435 members 
Mstep: Class 26 contains 7080 members 
Mstep: Class 27 contains 8351 members 
Mstep: Class 28 contains 13794 members 
Mstep: Class 29 contains 4496 members 
Mstep: Class 30 contains 91265 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162300.000000 Penalty: 100329.578125
Iteration 86Q: 32 clusters Score -3.81623e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 23414 members 
Mstep: Class 3 contains 3451 members 
Mstep: Class 4 contains 9122 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 16770 members 
Mstep: Class 11 contains 41668 members 
Mstep: Class 12 contains 5051 members 
Mstep: Class 13 contains 15987 members 
Mstep: Class 14 contains 9901 members 
Mstep: Class 15 contains 53940 members 
Mstep: Class 16 contains 9480 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 8611 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 12274 members 
Mstep: Class 21 contains 15335 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 6771 members 
Mstep: Class 24 contains 15468 members 
Mstep: Class 25 contains 14440 members 
Mstep: Class 26 contains 7084 members 
Mstep: Class 27 contains 8537 members 
Mstep: Class 28 contains 13798 members 
Mstep: Class 29 contains 4496 members 
Mstep: Class 30 contains 91305 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162356.000000 Penalty: 100329.578125
Iteration 87Q: 32 clusters Score -3.816236e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 23414 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 9149 members 
Mstep: Class 5 contains 23225 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 7797 members 
Mstep: Class 9 contains 8427 members 
Mstep: Class 10 contains 16763 members 
Mstep: Class 11 contains 41458 members 
Mstep: Class 12 contains 5059 members 
Mstep: Class 13 contains 15971 members 
Mstep: Class 14 contains 9827 members 
Mstep: Class 15 contains 53825 members 
Mstep: Class 16 contains 9480 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 8554 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 15343 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 6851 members 
Mstep: Class 24 contains 15577 members 
Mstep: Class 25 contains 14444 members 
Mstep: Class 26 contains 7088 members 
Mstep: Class 27 contains 8714 members 
Mstep: Class 28 contains 13801 members 
Mstep: Class 29 contains 4495 members 
Mstep: Class 30 contains 91334 members 
Mstep: Class 31 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162456.000000 Penalty: 100329.578125
Iteration 88Q: 32 clusters Score -3.816246e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 23411 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 9170 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 2865 members 
Mstep: Class 8 contains 7797 members 
Mstep: Class 9 contains 8430 members 
Mstep: Class 10 contains 16760 members 
Mstep: Class 11 contains 41296 members 
Mstep: Class 12 contains 5070 members 
Mstep: Class 13 contains 15961 members 
Mstep: Class 14 contains 9770 members 
Mstep: Class 15 contains 53716 members 
Mstep: Class 16 contains 9475 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 8505 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 15352 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 6913 members 
Mstep: Class 24 contains 15695 members 
Mstep: Class 25 contains 14447 members 
Mstep: Class 26 contains 7089 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 13804 members 
Mstep: Class 29 contains 4496 members 
Mstep: Class 30 contains 91356 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162392.000000 Penalty: 100329.578125
Iteration 89Q: 32 clusters Score -3.816239e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 23412 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 4 contains 9191 members 
Mstep: Class 5 contains 23230 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 8430 members 
Mstep: Class 10 contains 16760 members 
Mstep: Class 11 contains 41130 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 13 contains 15956 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 53633 members 
Mstep: Class 16 contains 9485 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8454 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 6954 members 
Mstep: Class 24 contains 15815 members 
Mstep: Class 25 contains 14448 members 
Mstep: Class 26 contains 7087 members 
Mstep: Class 27 contains 8949 members 
Mstep: Class 28 contains 13801 members 
Mstep: Class 29 contains 4496 members 
Mstep: Class 30 contains 91371 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162400.000000 Penalty: 100329.578125
Iteration 90Q: 32 clusters Score -3.81624e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 23411 members 
Mstep: Class 3 contains 3533 members 
Mstep: Class 4 contains 9214 members 
Mstep: Class 5 contains 23230 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 7800 members 
Mstep: Class 9 contains 8436 members 
Mstep: Class 10 contains 16767 members 
Mstep: Class 11 contains 40981 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 13 contains 15945 members 
Mstep: Class 14 contains 9664 members 
Mstep: Class 15 contains 53536 members 
Mstep: Class 16 contains 9486 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8414 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15369 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 15957 members 
Mstep: Class 25 contains 14447 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 9028 members 
Mstep: Class 28 contains 13800 members 
Mstep: Class 29 contains 4496 members 
Mstep: Class 30 contains 91383 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162524.000000 Penalty: 100329.578125
Iteration 91Q: 32 clusters Score -3.816252e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 23411 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 4 contains 9225 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 16768 members 
Mstep: Class 11 contains 40848 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 13 contains 15936 members 
Mstep: Class 14 contains 9623 members 
Mstep: Class 15 contains 53422 members 
Mstep: Class 16 contains 9480 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8386 members 
Mstep: Class 19 contains 5181 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 7043 members 
Mstep: Class 24 contains 16089 members 
Mstep: Class 25 contains 14446 members 
Mstep: Class 26 contains 7087 members 
Mstep: Class 27 contains 9099 members 
Mstep: Class 28 contains 13801 members 
Mstep: Class 29 contains 4496 members 
Mstep: Class 30 contains 91394 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162660.000000 Penalty: 100329.578125
Iteration 92Q: 32 clusters Score -3.816266e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 23409 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 9242 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 8484 members 
Mstep: Class 10 contains 16763 members 
Mstep: Class 11 contains 40743 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 13 contains 15922 members 
Mstep: Class 14 contains 9560 members 
Mstep: Class 15 contains 53300 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8369 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 15378 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 7082 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 14448 members 
Mstep: Class 26 contains 7088 members 
Mstep: Class 27 contains 9158 members 
Mstep: Class 28 contains 13805 members 
Mstep: Class 29 contains 4497 members 
Mstep: Class 30 contains 91421 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162556.000000 Penalty: 100329.578125
Iteration 93Q: 32 clusters Score -3.816256e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 23409 members 
Mstep: Class 3 contains 3572 members 
Mstep: Class 4 contains 9260 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7800 members 
Mstep: Class 9 contains 8502 members 
Mstep: Class 10 contains 16755 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 5112 members 
Mstep: Class 13 contains 15914 members 
Mstep: Class 14 contains 9507 members 
Mstep: Class 15 contains 53167 members 
Mstep: Class 16 contains 9473 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8340 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 15381 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 7117 members 
Mstep: Class 24 contains 16367 members 
Mstep: Class 25 contains 14448 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 9221 members 
Mstep: Class 28 contains 13808 members 
Mstep: Class 29 contains 4497 members 
Mstep: Class 30 contains 91438 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162564.000000 Penalty: 100329.578125
Iteration 94Q: 32 clusters Score -3.816256e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 23409 members 
Mstep: Class 3 contains 3576 members 
Mstep: Class 4 contains 9277 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7800 members 
Mstep: Class 9 contains 8525 members 
Mstep: Class 10 contains 16746 members 
Mstep: Class 11 contains 40544 members 
Mstep: Class 12 contains 5118 members 
Mstep: Class 13 contains 15902 members 
Mstep: Class 14 contains 9468 members 
Mstep: Class 15 contains 53046 members 
Mstep: Class 16 contains 9471 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8305 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 15385 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 16520 members 
Mstep: Class 25 contains 14449 members 
Mstep: Class 26 contains 7088 members 
Mstep: Class 27 contains 9275 members 
Mstep: Class 28 contains 13809 members 
Mstep: Class 29 contains 4497 members 
Mstep: Class 30 contains 91469 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162644.000000 Penalty: 100329.578125
Iteration 95Q: 32 clusters Score -3.816264e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 9295 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 8538 members 
Mstep: Class 10 contains 16736 members 
Mstep: Class 11 contains 40454 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 15893 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 52938 members 
Mstep: Class 16 contains 9468 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 12273 members 
Mstep: Class 21 contains 15388 members 
Mstep: Class 22 contains 3958 members 
Mstep: Class 23 contains 7163 members 
Mstep: Class 24 contains 16673 members 
Mstep: Class 25 contains 14448 members 
Mstep: Class 26 contains 7087 members 
Mstep: Class 27 contains 9327 members 
Mstep: Class 28 contains 13811 members 
Mstep: Class 29 contains 4497 members 
Mstep: Class 30 contains 91488 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162720.000000 Penalty: 100329.578125
Iteration 96Q: 32 clusters Score -3.816272e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3596 members 
Mstep: Class 4 contains 9309 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 8565 members 
Mstep: Class 10 contains 16728 members 
Mstep: Class 11 contains 40366 members 
Mstep: Class 12 contains 5134 members 
Mstep: Class 13 contains 15888 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 52834 members 
Mstep: Class 16 contains 9456 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 15389 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 7183 members 
Mstep: Class 24 contains 16801 members 
Mstep: Class 25 contains 14448 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 9374 members 
Mstep: Class 28 contains 13813 members 
Mstep: Class 29 contains 4497 members 
Mstep: Class 30 contains 91511 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162780.000000 Penalty: 100329.578125
Iteration 97Q: 32 clusters Score -3.816278e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3623 members 
Mstep: Class 4 contains 9325 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 8583 members 
Mstep: Class 10 contains 16723 members 
Mstep: Class 11 contains 40294 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 15879 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 52737 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8187 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 15389 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 7196 members 
Mstep: Class 24 contains 16925 members 
Mstep: Class 25 contains 14450 members 
Mstep: Class 26 contains 7081 members 
Mstep: Class 27 contains 9415 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 4497 members 
Mstep: Class 30 contains 91522 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162964.000000 Penalty: 100329.578125
Iteration 98Q: 32 clusters Score -3.816296e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3645 members 
Mstep: Class 4 contains 9335 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 8600 members 
Mstep: Class 10 contains 16720 members 
Mstep: Class 11 contains 40196 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 52628 members 
Mstep: Class 16 contains 9426 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8147 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 15392 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 7209 members 
Mstep: Class 24 contains 17060 members 
Mstep: Class 25 contains 14453 members 
Mstep: Class 26 contains 7083 members 
Mstep: Class 27 contains 9444 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 4497 members 
Mstep: Class 30 contains 91539 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162968.000000 Penalty: 100329.578125
Iteration 99Q: 32 clusters Score -3.816297e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 9349 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 8618 members 
Mstep: Class 10 contains 16718 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 5154 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 52512 members 
Mstep: Class 16 contains 9416 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 8113 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15396 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 7219 members 
Mstep: Class 24 contains 17189 members 
Mstep: Class 25 contains 14454 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 9470 members 
Mstep: Class 28 contains 13815 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 91560 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162896.000000 Penalty: 100329.578125
Iteration 100F: 32 clusters Score -3.81629e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23407 members 
Mstep: Class 3 contains 3676 members 
Mstep: Class 4 contains 9361 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 8630 members 
Mstep: Class 10 contains 16712 members 
Mstep: Class 11 contains 40046 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 15867 members 
Mstep: Class 14 contains 9391 members 
Mstep: Class 15 contains 52398 members 
Mstep: Class 16 contains 9405 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15399 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 7230 members 
Mstep: Class 24 contains 17302 members 
Mstep: Class 25 contains 14454 members 
Mstep: Class 26 contains 7089 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 13815 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 91587 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162876.000000 Penalty: 100329.578125
Iteration 101Q: 32 clusters Score -3.816288e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3690 members 
Mstep: Class 4 contains 9369 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 8646 members 
Mstep: Class 10 contains 16711 members 
Mstep: Class 11 contains 39979 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 15856 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 52286 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 11533 members 
Mstep: Class 18 contains 8047 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 12273 members 
Mstep: Class 21 contains 15399 members 
Mstep: Class 22 contains 3958 members 
Mstep: Class 23 contains 7245 members 
Mstep: Class 24 contains 17407 members 
Mstep: Class 25 contains 14454 members 
Mstep: Class 26 contains 7088 members 
Mstep: Class 27 contains 9520 members 
Mstep: Class 28 contains 13815 members 
Mstep: Class 29 contains 4499 members 
Mstep: Class 30 contains 91625 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163004.000000 Penalty: 100329.578125
Iteration 102Q: 32 clusters Score -3.8163e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23404 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 9376 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8664 members 
Mstep: Class 10 contains 16712 members 
Mstep: Class 11 contains 39936 members 
Mstep: Class 12 contains 5170 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 52179 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 5192 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15403 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 7262 members 
Mstep: Class 24 contains 17492 members 
Mstep: Class 25 contains 14456 members 
Mstep: Class 26 contains 7085 members 
Mstep: Class 27 contains 9539 members 
Mstep: Class 28 contains 13814 members 
Mstep: Class 29 contains 4500 members 
Mstep: Class 30 contains 91652 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163032.000000 Penalty: 100329.578125
Iteration 103Q: 32 clusters Score -3.816303e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3717 members 
Mstep: Class 4 contains 9384 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8679 members 
Mstep: Class 10 contains 16704 members 
Mstep: Class 11 contains 39891 members 
Mstep: Class 12 contains 5170 members 
Mstep: Class 13 contains 15831 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 52083 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 8000 members 
Mstep: Class 19 contains 5192 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 15409 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 7270 members 
Mstep: Class 24 contains 17572 members 
Mstep: Class 25 contains 14457 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 9553 members 
Mstep: Class 28 contains 13814 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91685 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163036.000000 Penalty: 100329.578125
Iteration 104Q: 32 clusters Score -3.816304e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 9397 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8709 members 
Mstep: Class 10 contains 16696 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 5175 members 
Mstep: Class 13 contains 15819 members 
Mstep: Class 14 contains 9410 members 
Mstep: Class 15 contains 51984 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 5194 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 15416 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 7283 members 
Mstep: Class 24 contains 17643 members 
Mstep: Class 25 contains 14457 members 
Mstep: Class 26 contains 7085 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 13814 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91713 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38162968.000000 Penalty: 100329.578125
Iteration 105Q: 32 clusters Score -3.816297e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23404 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 9405 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2873 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8720 members 
Mstep: Class 10 contains 16695 members 
Mstep: Class 11 contains 39802 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 15807 members 
Mstep: Class 14 contains 9412 members 
Mstep: Class 15 contains 51901 members 
Mstep: Class 16 contains 9359 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 7972 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 15421 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 7284 members 
Mstep: Class 24 contains 17717 members 
Mstep: Class 25 contains 14457 members 
Mstep: Class 26 contains 7085 members 
Mstep: Class 27 contains 9590 members 
Mstep: Class 28 contains 13814 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91738 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163076.000000 Penalty: 100329.578125
Iteration 106Q: 32 clusters Score -3.816308e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 9407 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8734 members 
Mstep: Class 10 contains 16695 members 
Mstep: Class 11 contains 39782 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 15790 members 
Mstep: Class 14 contains 9409 members 
Mstep: Class 15 contains 51811 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 7960 members 
Mstep: Class 19 contains 5194 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 15424 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 7284 members 
Mstep: Class 24 contains 17798 members 
Mstep: Class 25 contains 14459 members 
Mstep: Class 26 contains 7080 members 
Mstep: Class 27 contains 9607 members 
Mstep: Class 28 contains 13814 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91761 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163156.000000 Penalty: 100329.578125
Iteration 107Q: 32 clusters Score -3.816316e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 9415 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 16690 members 
Mstep: Class 11 contains 39760 members 
Mstep: Class 12 contains 5188 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 14 contains 9412 members 
Mstep: Class 15 contains 51717 members 
Mstep: Class 16 contains 9352 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 7947 members 
Mstep: Class 19 contains 5195 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 15428 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 7284 members 
Mstep: Class 24 contains 17867 members 
Mstep: Class 25 contains 14459 members 
Mstep: Class 26 contains 7077 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91787 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163148.000000 Penalty: 100329.578125
Iteration 108Q: 32 clusters Score -3.816315e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23404 members 
Mstep: Class 3 contains 3750 members 
Mstep: Class 4 contains 9419 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8780 members 
Mstep: Class 10 contains 16686 members 
Mstep: Class 11 contains 39735 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 15754 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 51634 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 7937 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15431 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 7287 members 
Mstep: Class 24 contains 17935 members 
Mstep: Class 25 contains 14461 members 
Mstep: Class 26 contains 7077 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91810 members 
Mstep: Class 31 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163096.000000 Penalty: 100329.578125
Iteration 109Q: 32 clusters Score -3.81631e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 3749 members 
Mstep: Class 4 contains 9427 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8801 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 39724 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 15733 members 
Mstep: Class 14 contains 9404 members 
Mstep: Class 15 contains 51538 members 
Mstep: Class 16 contains 9353 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 19 contains 5198 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15431 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 18011 members 
Mstep: Class 25 contains 14461 members 
Mstep: Class 26 contains 7073 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91837 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163120.000000 Penalty: 100329.578125
Iteration 110Q: 32 clusters Score -3.816312e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 9440 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8822 members 
Mstep: Class 10 contains 16693 members 
Mstep: Class 11 contains 39681 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 15713 members 
Mstep: Class 14 contains 9389 members 
Mstep: Class 15 contains 51438 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 18 contains 7923 members 
Mstep: Class 19 contains 5198 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15433 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 7296 members 
Mstep: Class 24 contains 18115 members 
Mstep: Class 25 contains 14462 members 
Mstep: Class 26 contains 7075 members 
Mstep: Class 27 contains 9632 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91858 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163104.000000 Penalty: 100329.578125
Iteration 111Q: 32 clusters Score -3.81631e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 9447 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8830 members 
Mstep: Class 10 contains 16696 members 
Mstep: Class 11 contains 39650 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 15695 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 51334 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15434 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7301 members 
Mstep: Class 24 contains 18206 members 
Mstep: Class 25 contains 14462 members 
Mstep: Class 26 contains 7071 members 
Mstep: Class 27 contains 9636 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91882 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163108.000000 Penalty: 100329.578125
Iteration 112Q: 32 clusters Score -3.816311e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 9453 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 16700 members 
Mstep: Class 11 contains 39640 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 15680 members 
Mstep: Class 14 contains 9361 members 
Mstep: Class 15 contains 51233 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15434 members 
Mstep: Class 22 contains 3965 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 18298 members 
Mstep: Class 25 contains 14462 members 
Mstep: Class 26 contains 7067 members 
Mstep: Class 27 contains 9645 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91892 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163148.000000 Penalty: 100329.578125
Iteration 113Q: 32 clusters Score -3.816315e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 9459 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 8852 members 
Mstep: Class 10 contains 16704 members 
Mstep: Class 11 contains 39620 members 
Mstep: Class 12 contains 5240 members 
Mstep: Class 13 contains 15667 members 
Mstep: Class 14 contains 9336 members 
Mstep: Class 15 contains 51128 members 
Mstep: Class 16 contains 9352 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 15435 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7319 members 
Mstep: Class 24 contains 18384 members 
Mstep: Class 25 contains 14462 members 
Mstep: Class 26 contains 7062 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91922 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163164.000000 Penalty: 100329.578125
Iteration 114Q: 32 clusters Score -3.816316e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 9466 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 8866 members 
Mstep: Class 10 contains 16712 members 
Mstep: Class 11 contains 39592 members 
Mstep: Class 12 contains 5249 members 
Mstep: Class 13 contains 15650 members 
Mstep: Class 14 contains 9302 members 
Mstep: Class 15 contains 51024 members 
Mstep: Class 16 contains 9354 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 12273 members 
Mstep: Class 21 contains 15439 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7328 members 
Mstep: Class 24 contains 18475 members 
Mstep: Class 25 contains 14462 members 
Mstep: Class 26 contains 7057 members 
Mstep: Class 27 contains 9664 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 91957 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163132.000000 Penalty: 100329.578125
Iteration 115Q: 32 clusters Score -3.816313e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 9473 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 8883 members 
Mstep: Class 10 contains 16715 members 
Mstep: Class 11 contains 39586 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 9272 members 
Mstep: Class 15 contains 50923 members 
Mstep: Class 16 contains 9353 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 15440 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7330 members 
Mstep: Class 24 contains 18580 members 
Mstep: Class 25 contains 14463 members 
Mstep: Class 26 contains 7054 members 
Mstep: Class 27 contains 9671 members 
Mstep: Class 28 contains 13815 members 
Mstep: Class 29 contains 4502 members 
Mstep: Class 30 contains 91982 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163160.000000 Penalty: 100329.578125
Iteration 116Q: 32 clusters Score -3.816316e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 9474 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 8892 members 
Mstep: Class 10 contains 16722 members 
Mstep: Class 11 contains 39575 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 15614 members 
Mstep: Class 14 contains 9229 members 
Mstep: Class 15 contains 50824 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 5209 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 15439 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7335 members 
Mstep: Class 24 contains 18666 members 
Mstep: Class 25 contains 14464 members 
Mstep: Class 26 contains 7051 members 
Mstep: Class 27 contains 9690 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 4502 members 
Mstep: Class 30 contains 92016 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163088.000000 Penalty: 100329.578125
Iteration 117Q: 32 clusters Score -3.816309e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23401 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 9476 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8899 members 
Mstep: Class 10 contains 16726 members 
Mstep: Class 11 contains 39572 members 
Mstep: Class 12 contains 5264 members 
Mstep: Class 13 contains 15600 members 
Mstep: Class 14 contains 9190 members 
Mstep: Class 15 contains 50708 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 15439 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 18777 members 
Mstep: Class 25 contains 14465 members 
Mstep: Class 26 contains 7054 members 
Mstep: Class 27 contains 9704 members 
Mstep: Class 28 contains 13815 members 
Mstep: Class 29 contains 4502 members 
Mstep: Class 30 contains 92035 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163112.000000 Penalty: 100329.578125
Iteration 118Q: 32 clusters Score -3.816311e+07 nChanged 342
Entering ConstructFrom: 
Score: -38163112.000000 Penalty: 100329.578125
Entering ConstructFrom: 
Trying to split cluster 1 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -484282.625000 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -484282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -479368.281250 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -479368.3 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -480597.875000 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -480597.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -480811.250000 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -480811.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -480938.562500 Penalty: 4275.216797
	Iteration 3Q: 3 clusters Score -480938.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -481026.468750 Penalty: 4275.216797
	Iteration 4Q: 3 clusters Score -481026.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -481097.218750 Penalty: 4275.216797
	Iteration 5Q: 3 clusters Score -481097.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -481154.562500 Penalty: 4275.216797
	Iteration 6Q: 3 clusters Score -481154.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -481201.843750 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -481201.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -481233.781250 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -481233.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -481262.218750 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -481262.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -481294.625000 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -481294.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -481330.437500 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -481330.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -481369.531250 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -481369.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -481417.531250 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -481417.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -481469.687500 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -481469.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -481513.250000 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -481513.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -481551.281250 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -481551.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -481587.281250 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -481587.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -481627.843750 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -481627.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -481671.875000 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -481671.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -481708.750000 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -481708.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -481747.250000 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -481747.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -481786.625000 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -481786.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -481827.812500 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -481827.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -481871.062500 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -481871.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -481919.250000 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -481919.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -481967.281250 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -481967.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -482019.750000 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -482019.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -482066.093750 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -482066.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -482113.000000 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -482113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -482168.593750 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -482168.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -482218.343750 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -482218.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -482246.562500 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -482246.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -482273.312500 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -482273.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -482293.125000 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -482293.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -482306.281250 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -482306.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -482317.281250 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -482317.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -482325.125000 Penalty: 4275.216797
	Iteration 37Q: 3 clusters Score -482325.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -482329.531250 Penalty: 4275.216797
	Iteration 38Q: 3 clusters Score -482329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -482331.968750 Penalty: 4275.216797
	Iteration 39Q: 3 clusters Score -482332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -482334.500000 Penalty: 4275.216797
	Iteration 40F: 3 clusters Score -482334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -482337.062500 Penalty: 4275.216797
	Iteration 41Q: 3 clusters Score -482337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -482338.968750 Penalty: 4275.216797
	Iteration 42Q: 3 clusters Score -482339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -482342.156250 Penalty: 4275.216797
	Iteration 43Q: 3 clusters Score -482342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -482342.093750 Penalty: 4275.216797
	Iteration 44Q: 3 clusters Score -482342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -482343.843750 Penalty: 4275.216797
	Iteration 45Q: 3 clusters Score -482343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -482344.156250 Penalty: 4275.216797
	Iteration 46Q: 3 clusters Score -482344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -482345.718750 Penalty: 4275.216797
	Iteration 47Q: 3 clusters Score -482345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -482348.531250 Penalty: 4275.216797
	Iteration 48Q: 3 clusters Score -482348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -482350.968750 Penalty: 4275.216797
	Iteration 49Q: 3 clusters Score -482351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -482354.281250 Penalty: 4275.216797
	Iteration 50Q: 3 clusters Score -482354.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -482356.656250 Penalty: 4275.216797
	Iteration 51Q: 3 clusters Score -482356.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -482357.593750 Penalty: 4275.216797
	Iteration 52Q: 3 clusters Score -482357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -482359.000000 Penalty: 4275.216797
	Iteration 53Q: 3 clusters Score -482359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -482360.343750 Penalty: 4275.216797
	Iteration 54Q: 3 clusters Score -482360.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -482364.281250 Penalty: 4275.216797
	Iteration 55Q: 3 clusters Score -482364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -482364.750000 Penalty: 4275.216797
	Iteration 56Q: 3 clusters Score -482364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -482366.531250 Penalty: 4275.216797
	Iteration 57Q: 3 clusters Score -482366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -482368.843750 Penalty: 4275.216797
	Iteration 58Q: 3 clusters Score -482368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -482369.781250 Penalty: 4275.216797
	Iteration 59Q: 3 clusters Score -482369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -482369.781250 Penalty: 4275.216797
	Iteration 60F: 3 clusters Score -482369.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Entering Unmasked Estep 
Score: -2035226.125000 Penalty: 2495.001953
	Iteration 0F: 2 clusters Score -2035226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2019026.750000 Penalty: 4990.003906
	Iteration 0F: 3 clusters Score -2019027 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2024539.000000 Penalty: 4990.003906
	Iteration 1F: 3 clusters Score -2024539 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2024997.750000 Penalty: 4990.003906
	Iteration 2F: 3 clusters Score -2024998 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2025377.375000 Penalty: 4990.003906
	Iteration 3Q: 3 clusters Score -2025377 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2025709.000000 Penalty: 4990.003906
	Iteration 4Q: 3 clusters Score -2025709 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2026053.500000 Penalty: 4990.003906
	Iteration 5Q: 3 clusters Score -2026054 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2026438.250000 Penalty: 4990.003906
	Iteration 6Q: 3 clusters Score -2026438 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2026891.625000 Penalty: 4990.003906
	Iteration 7Q: 3 clusters Score -2026892 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2027426.250000 Penalty: 4990.003906
	Iteration 8Q: 3 clusters Score -2027426 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2028051.500000 Penalty: 4990.003906
	Iteration 9Q: 3 clusters Score -2028052 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2028778.500000 Penalty: 4990.003906
	Iteration 10F: 3 clusters Score -2028778 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2029491.000000 Penalty: 4990.003906
	Iteration 11F: 3 clusters Score -2029491 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2030102.875000 Penalty: 4990.003906
	Iteration 12Q: 3 clusters Score -2030103 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2030583.125000 Penalty: 4990.003906
	Iteration 13Q: 3 clusters Score -2030583 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2030973.875000 Penalty: 4990.003906
	Iteration 14Q: 3 clusters Score -2030974 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2031299.375000 Penalty: 4990.003906
	Iteration 15Q: 3 clusters Score -2031299 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2031567.000000 Penalty: 4990.003906
	Iteration 16Q: 3 clusters Score -2031567 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2031772.625000 Penalty: 4990.003906
	Iteration 17Q: 3 clusters Score -2031773 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2031930.875000 Penalty: 4990.003906
	Iteration 18Q: 3 clusters Score -2031931 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2032062.750000 Penalty: 4990.003906
	Iteration 19Q: 3 clusters Score -2032063 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2032183.250000 Penalty: 4990.003906
	Iteration 20F: 3 clusters Score -2032183 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2032286.500000 Penalty: 4990.003906
	Iteration 21Q: 3 clusters Score -2032286 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2032370.625000 Penalty: 4990.003906
	Iteration 22Q: 3 clusters Score -2032371 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2032435.375000 Penalty: 4990.003906
	Iteration 23Q: 3 clusters Score -2032435 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2032499.625000 Penalty: 4990.003906
	Iteration 24Q: 3 clusters Score -2032500 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2032563.625000 Penalty: 4990.003906
	Iteration 25Q: 3 clusters Score -2032564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2032631.625000 Penalty: 4990.003906
	Iteration 26Q: 3 clusters Score -2032632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2032699.500000 Penalty: 4990.003906
	Iteration 27Q: 3 clusters Score -2032700 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2032767.625000 Penalty: 4990.003906
	Iteration 28Q: 3 clusters Score -2032768 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2032829.250000 Penalty: 4990.003906
	Iteration 29Q: 3 clusters Score -2032829 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2032877.875000 Penalty: 4990.003906
	Iteration 30Q: 3 clusters Score -2032878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2032926.500000 Penalty: 4990.003906
	Iteration 31Q: 3 clusters Score -2032926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2032973.500000 Penalty: 4990.003906
	Iteration 32Q: 3 clusters Score -2032974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2033005.625000 Penalty: 4990.003906
	Iteration 33Q: 3 clusters Score -2033006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2033021.500000 Penalty: 4990.003906
	Iteration 34Q: 3 clusters Score -2033022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2033037.000000 Penalty: 4990.003906
	Iteration 35Q: 3 clusters Score -2033037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2033051.375000 Penalty: 4990.003906
	Iteration 36Q: 3 clusters Score -2033051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2033056.250000 Penalty: 4990.003906
	Iteration 37Q: 3 clusters Score -2033056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2033062.125000 Penalty: 4990.003906
	Iteration 38Q: 3 clusters Score -2033062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2033068.625000 Penalty: 4990.003906
	Iteration 39Q: 3 clusters Score -2033069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2033076.875000 Penalty: 4990.003906
	Iteration 40F: 3 clusters Score -2033077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2033081.750000 Penalty: 4990.003906
	Iteration 41Q: 3 clusters Score -2033082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2033088.875000 Penalty: 4990.003906
	Iteration 42Q: 3 clusters Score -2033089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2033097.125000 Penalty: 4990.003906
	Iteration 43Q: 3 clusters Score -2033097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2033103.500000 Penalty: 4990.003906
	Iteration 44Q: 3 clusters Score -2033104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2033114.625000 Penalty: 4990.003906
	Iteration 45Q: 3 clusters Score -2033115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2033115.250000 Penalty: 4990.003906
	Iteration 46Q: 3 clusters Score -2033115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2033117.375000 Penalty: 4990.003906
	Iteration 47Q: 3 clusters Score -2033117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2033118.375000 Penalty: 4990.003906
	Iteration 48Q: 3 clusters Score -2033118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2033122.500000 Penalty: 4990.003906
	Iteration 49Q: 3 clusters Score -2033122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2033120.750000 Penalty: 4990.003906
	Iteration 50Q: 3 clusters Score -2033121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2033124.875000 Penalty: 4990.003906
	Iteration 51Q: 3 clusters Score -2033125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2033118.375000 Penalty: 4990.003906
	Iteration 52Q: 3 clusters Score -2033118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2033118.875000 Penalty: 4990.003906
	Iteration 53Q: 3 clusters Score -2033119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2033118.875000 Penalty: 4990.003906
	Iteration 54Q: 3 clusters Score -2033119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2033121.750000 Penalty: 4990.003906
	Iteration 55Q: 3 clusters Score -2033122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2033127.000000 Penalty: 4990.003906
	Iteration 56Q: 3 clusters Score -2033127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2033128.250000 Penalty: 4990.003906
	Iteration 57Q: 3 clusters Score -2033128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2033134.875000 Penalty: 4990.003906
	Iteration 58Q: 3 clusters Score -2033135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2033129.500000 Penalty: 4990.003906
	Iteration 59Q: 3 clusters Score -2033130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2033134.250000 Penalty: 4990.003906
	Iteration 60F: 3 clusters Score -2033134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2033137.000000 Penalty: 4990.003906
	Iteration 61Q: 3 clusters Score -2033137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2033139.000000 Penalty: 4990.003906
	Iteration 62Q: 3 clusters Score -2033139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2033145.500000 Penalty: 4990.003906
	Iteration 63Q: 3 clusters Score -2033146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2033142.000000 Penalty: 4990.003906
	Iteration 64Q: 3 clusters Score -2033142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2033146.500000 Penalty: 4990.003906
	Iteration 65Q: 3 clusters Score -2033146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2033152.625000 Penalty: 4990.003906
	Iteration 66Q: 3 clusters Score -2033153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2033159.000000 Penalty: 4990.003906
	Iteration 67Q: 3 clusters Score -2033159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2033160.500000 Penalty: 4990.003906
	Iteration 68Q: 3 clusters Score -2033160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2033165.875000 Penalty: 4990.003906
	Iteration 69Q: 3 clusters Score -2033166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2033162.125000 Penalty: 4990.003906
	Iteration 70Q: 3 clusters Score -2033162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2033164.750000 Penalty: 4990.003906
	Iteration 71Q: 3 clusters Score -2033165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2033165.500000 Penalty: 4990.003906
	Iteration 72Q: 3 clusters Score -2033166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2033166.500000 Penalty: 4990.003906
	Iteration 73Q: 3 clusters Score -2033166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2033164.125000 Penalty: 4990.003906
	Iteration 74Q: 3 clusters Score -2033164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2033165.625000 Penalty: 4990.003906
	Iteration 75Q: 3 clusters Score -2033166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2033177.375000 Penalty: 4990.003906
	Iteration 76Q: 3 clusters Score -2033177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2033179.000000 Penalty: 4990.003906
	Iteration 77Q: 3 clusters Score -2033179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2033183.875000 Penalty: 4990.003906
	Iteration 78Q: 3 clusters Score -2033184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2033185.875000 Penalty: 4990.003906
	Iteration 79Q: 3 clusters Score -2033186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2033185.375000 Penalty: 4990.003906
	Iteration 80F: 3 clusters Score -2033185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2033186.125000 Penalty: 4990.003906
	Iteration 81Q: 3 clusters Score -2033186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2033186.500000 Penalty: 4990.003906
	Iteration 82Q: 3 clusters Score -2033186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2033183.750000 Penalty: 4990.003906
	Iteration 83Q: 3 clusters Score -2033184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2033185.250000 Penalty: 4990.003906
	Iteration 84Q: 3 clusters Score -2033185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2033185.875000 Penalty: 4990.003906
	Iteration 85Q: 3 clusters Score -2033186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2033185.500000 Penalty: 4990.003906
	Iteration 86Q: 3 clusters Score -2033186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2033186.625000 Penalty: 4990.003906
	Iteration 87Q: 3 clusters Score -2033187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2033186.625000 Penalty: 4990.003906
	Iteration 88Q: 3 clusters Score -2033187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2033191.375000 Penalty: 4990.003906
	Iteration 89Q: 3 clusters Score -2033191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2033191.000000 Penalty: 4990.003906
	Iteration 90Q: 3 clusters Score -2033191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2033195.000000 Penalty: 4990.003906
	Iteration 91Q: 3 clusters Score -2033195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2033194.375000 Penalty: 4990.003906
	Iteration 92Q: 3 clusters Score -2033194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2033191.625000 Penalty: 4990.003906
	Iteration 93Q: 3 clusters Score -2033192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2033194.625000 Penalty: 4990.003906
	Iteration 94Q: 3 clusters Score -2033195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2033193.375000 Penalty: 4990.003906
	Iteration 95Q: 3 clusters Score -2033193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2033193.375000 Penalty: 4990.003906
	Iteration 96F: 3 clusters Score -2033193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -292646.968750 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -292647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -288991.593750 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -288991.6 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289767.343750 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -289767.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -289955.062500 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -289955.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -290069.187500 Penalty: 4081.440674
	Iteration 3Q: 3 clusters Score -290069.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -290160.062500 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -290160.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -290251.343750 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -290251.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -290313.281250 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -290313.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -290372.562500 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -290372.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -290427.968750 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -290428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -290487.593750 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -290487.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -290557.906250 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -290557.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -290617.968750 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -290618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -290654.718750 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -290654.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -290691.968750 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -290692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -290735.562500 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -290735.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -290770.562500 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -290770.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -290796.375000 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -290796.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290812.218750 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -290812.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -290832.906250 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -290832.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -290846.843750 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -290846.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -290856.343750 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -290856.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -290867.937500 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -290867.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290875.062500 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -290875.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -290887.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -290896.437500 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -290896.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -290907.593750 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -290907.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -290917.625000 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -290917.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -290928.343750 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -290928.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -290939.437500 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -290939.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -290952.000000 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -290952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -290962.125000 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -290962.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -290974.437500 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -290974.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -290983.625000 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -290983.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -290997.937500 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -290997.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -291013.312500 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -291013.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -291033.062500 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -291033.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -291044.281250 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -291044.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -291053.375000 Penalty: 4081.440674
	Iteration 37Q: 3 clusters Score -291053.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -291061.937500 Penalty: 4081.440674
	Iteration 38Q: 3 clusters Score -291061.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -291072.500000 Penalty: 4081.440674
	Iteration 39Q: 3 clusters Score -291072.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -291084.125000 Penalty: 4081.440674
	Iteration 40F: 3 clusters Score -291084.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -291092.781250 Penalty: 4081.440674
	Iteration 41Q: 3 clusters Score -291092.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -291109.156250 Penalty: 4081.440674
	Iteration 42Q: 3 clusters Score -291109.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -291123.250000 Penalty: 4081.440674
	Iteration 43Q: 3 clusters Score -291123.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -291138.875000 Penalty: 4081.440674
	Iteration 44Q: 3 clusters Score -291138.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -291150.187500 Penalty: 4081.440674
	Iteration 45Q: 3 clusters Score -291150.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -291156.437500 Penalty: 4081.440674
	Iteration 46Q: 3 clusters Score -291156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -291161.406250 Penalty: 4081.440674
	Iteration 47Q: 3 clusters Score -291161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -291166.343750 Penalty: 4081.440674
	Iteration 48Q: 3 clusters Score -291166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -291170.812500 Penalty: 4081.440674
	Iteration 49Q: 3 clusters Score -291170.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -291175.906250 Penalty: 4081.440674
	Iteration 50Q: 3 clusters Score -291175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -291176.156250 Penalty: 4081.440674
	Iteration 51Q: 3 clusters Score -291176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291176.906250 Penalty: 4081.440674
	Iteration 52Q: 3 clusters Score -291176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291177.343750 Penalty: 4081.440674
	Iteration 53Q: 3 clusters Score -291177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -291177.656250 Penalty: 4081.440674
	Iteration 54Q: 3 clusters Score -291177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -291177.718750 Penalty: 4081.440674
	Iteration 55Q: 3 clusters Score -291177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -291177.718750 Penalty: 4081.440674
	Iteration 56F: 3 clusters Score -291177.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -818035.125000 Penalty: 2270.868652
	Iteration 0F: 2 clusters Score -818035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -810619.437500 Penalty: 4541.737305
	Iteration 0F: 3 clusters Score -810619.4 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -812735.062500 Penalty: 4541.737305
	Iteration 1F: 3 clusters Score -812735.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -813024.187500 Penalty: 4541.737305
	Iteration 2F: 3 clusters Score -813024.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -813223.062500 Penalty: 4541.737305
	Iteration 3Q: 3 clusters Score -813223.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -813376.000000 Penalty: 4541.737305
	Iteration 4Q: 3 clusters Score -813376 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -813492.375000 Penalty: 4541.737305
	Iteration 5Q: 3 clusters Score -813492.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -813597.125000 Penalty: 4541.737305
	Iteration 6Q: 3 clusters Score -813597.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -813720.000000 Penalty: 4541.737305
	Iteration 7Q: 3 clusters Score -813720 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -813841.062500 Penalty: 4541.737305
	Iteration 8Q: 3 clusters Score -813841.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -813973.187500 Penalty: 4541.737305
	Iteration 9Q: 3 clusters Score -813973.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -814125.000000 Penalty: 4541.737305
	Iteration 10Q: 3 clusters Score -814125 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -814280.812500 Penalty: 4541.737305
	Iteration 11Q: 3 clusters Score -814280.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -814447.500000 Penalty: 4541.737305
	Iteration 12Q: 3 clusters Score -814447.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -814633.562500 Penalty: 4541.737305
	Iteration 13Q: 3 clusters Score -814633.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -814822.000000 Penalty: 4541.737305
	Iteration 14Q: 3 clusters Score -814822 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -815009.187500 Penalty: 4541.737305
	Iteration 15Q: 3 clusters Score -815009.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -815225.500000 Penalty: 4541.737305
	Iteration 16Q: 3 clusters Score -815225.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -815411.812500 Penalty: 4541.737305
	Iteration 17Q: 3 clusters Score -815411.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -815562.000000 Penalty: 4541.737305
	Iteration 18Q: 3 clusters Score -815562 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -815687.437500 Penalty: 4541.737305
	Iteration 19Q: 3 clusters Score -815687.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -815771.937500 Penalty: 4541.737305
	Iteration 20F: 3 clusters Score -815771.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -815837.750000 Penalty: 4541.737305
	Iteration 21Q: 3 clusters Score -815837.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -815881.687500 Penalty: 4541.737305
	Iteration 22Q: 3 clusters Score -815881.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -815905.812500 Penalty: 4541.737305
	Iteration 23Q: 3 clusters Score -815905.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -815921.750000 Penalty: 4541.737305
	Iteration 24Q: 3 clusters Score -815921.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -815932.875000 Penalty: 4541.737305
	Iteration 25Q: 3 clusters Score -815932.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -815943.562500 Penalty: 4541.737305
	Iteration 26Q: 3 clusters Score -815943.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -815948.750000 Penalty: 4541.737305
	Iteration 27Q: 3 clusters Score -815948.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -815954.062500 Penalty: 4541.737305
	Iteration 28Q: 3 clusters Score -815954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -815953.812500 Penalty: 4541.737305
	Iteration 29Q: 3 clusters Score -815953.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -815955.750000 Penalty: 4541.737305
	Iteration 30Q: 3 clusters Score -815955.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -815959.250000 Penalty: 4541.737305
	Iteration 31Q: 3 clusters Score -815959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -815961.937500 Penalty: 4541.737305
	Iteration 32Q: 3 clusters Score -815961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -815962.250000 Penalty: 4541.737305
	Iteration 33Q: 3 clusters Score -815962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -815962.500000 Penalty: 4541.737305
	Iteration 34Q: 3 clusters Score -815962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -815962.812500 Penalty: 4541.737305
	Iteration 35Q: 3 clusters Score -815962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -815962.812500 Penalty: 4541.737305
	Iteration 36F: 3 clusters Score -815962.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Entering Unmasked Estep 
Score: -2009280.500000 Penalty: 2493.214844
	Iteration 0F: 2 clusters Score -2009280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1993108.375000 Penalty: 4986.429688
	Iteration 0F: 3 clusters Score -1993108 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1998629.000000 Penalty: 4986.429688
	Iteration 1F: 3 clusters Score -1998629 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1999035.750000 Penalty: 4986.429688
	Iteration 2F: 3 clusters Score -1999036 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1999370.875000 Penalty: 4986.429688
	Iteration 3Q: 3 clusters Score -1999371 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1999694.750000 Penalty: 4986.429688
	Iteration 4Q: 3 clusters Score -1999695 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2000065.000000 Penalty: 4986.429688
	Iteration 5Q: 3 clusters Score -2000065 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2000504.375000 Penalty: 4986.429688
	Iteration 6Q: 3 clusters Score -2000504 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2000977.125000 Penalty: 4986.429688
	Iteration 7Q: 3 clusters Score -2000977 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2001455.000000 Penalty: 4986.429688
	Iteration 8Q: 3 clusters Score -2001455 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2001937.750000 Penalty: 4986.429688
	Iteration 9Q: 3 clusters Score -2001938 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2002429.625000 Penalty: 4986.429688
	Iteration 10Q: 3 clusters Score -2002430 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2002821.250000 Penalty: 4986.429688
	Iteration 11Q: 3 clusters Score -2002821 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2003177.625000 Penalty: 4986.429688
	Iteration 12Q: 3 clusters Score -2003178 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2003486.250000 Penalty: 4986.429688
	Iteration 13Q: 3 clusters Score -2003486 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2003796.500000 Penalty: 4986.429688
	Iteration 14Q: 3 clusters Score -2003796 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2004087.000000 Penalty: 4986.429688
	Iteration 15Q: 3 clusters Score -2004087 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2004371.125000 Penalty: 4986.429688
	Iteration 16Q: 3 clusters Score -2004371 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2004659.500000 Penalty: 4986.429688
	Iteration 17Q: 3 clusters Score -2004660 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2004977.250000 Penalty: 4986.429688
	Iteration 18Q: 3 clusters Score -2004977 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2005331.625000 Penalty: 4986.429688
	Iteration 19Q: 3 clusters Score -2005332 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2005646.125000 Penalty: 4986.429688
	Iteration 20F: 3 clusters Score -2005646 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2005980.000000 Penalty: 4986.429688
	Iteration 21Q: 3 clusters Score -2005980 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2006312.875000 Penalty: 4986.429688
	Iteration 22Q: 3 clusters Score -2006313 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2006559.125000 Penalty: 4986.429688
	Iteration 23Q: 3 clusters Score -2006559 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2006739.500000 Penalty: 4986.429688
	Iteration 24Q: 3 clusters Score -2006740 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2006874.500000 Penalty: 4986.429688
	Iteration 25Q: 3 clusters Score -2006874 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2006988.875000 Penalty: 4986.429688
	Iteration 26Q: 3 clusters Score -2006989 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2007080.875000 Penalty: 4986.429688
	Iteration 27Q: 3 clusters Score -2007081 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2007145.375000 Penalty: 4986.429688
	Iteration 28Q: 3 clusters Score -2007145 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2007198.125000 Penalty: 4986.429688
	Iteration 29Q: 3 clusters Score -2007198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2007228.250000 Penalty: 4986.429688
	Iteration 30Q: 3 clusters Score -2007228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2007264.500000 Penalty: 4986.429688
	Iteration 31Q: 3 clusters Score -2007264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2007279.250000 Penalty: 4986.429688
	Iteration 32Q: 3 clusters Score -2007279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2007300.375000 Penalty: 4986.429688
	Iteration 33Q: 3 clusters Score -2007300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2007318.625000 Penalty: 4986.429688
	Iteration 34Q: 3 clusters Score -2007319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2007336.125000 Penalty: 4986.429688
	Iteration 35Q: 3 clusters Score -2007336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2007347.875000 Penalty: 4986.429688
	Iteration 36Q: 3 clusters Score -2007348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2007360.250000 Penalty: 4986.429688
	Iteration 37Q: 3 clusters Score -2007360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2007369.750000 Penalty: 4986.429688
	Iteration 38Q: 3 clusters Score -2007370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2007376.125000 Penalty: 4986.429688
	Iteration 39Q: 3 clusters Score -2007376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2007377.750000 Penalty: 4986.429688
	Iteration 40F: 3 clusters Score -2007378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2007381.375000 Penalty: 4986.429688
	Iteration 41Q: 3 clusters Score -2007381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2007382.500000 Penalty: 4986.429688
	Iteration 42Q: 3 clusters Score -2007382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2007385.000000 Penalty: 4986.429688
	Iteration 43Q: 3 clusters Score -2007385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2007387.125000 Penalty: 4986.429688
	Iteration 44Q: 3 clusters Score -2007387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2007389.125000 Penalty: 4986.429688
	Iteration 45Q: 3 clusters Score -2007389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2007386.750000 Penalty: 4986.429688
	Iteration 46Q: 3 clusters Score -2007387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2007392.000000 Penalty: 4986.429688
	Iteration 47Q: 3 clusters Score -2007392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2007390.125000 Penalty: 4986.429688
	Iteration 48Q: 3 clusters Score -2007390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2007391.875000 Penalty: 4986.429688
	Iteration 49Q: 3 clusters Score -2007392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2007392.000000 Penalty: 4986.429688
	Iteration 50Q: 3 clusters Score -2007392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2007393.875000 Penalty: 4986.429688
	Iteration 51Q: 3 clusters Score -2007394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2007399.000000 Penalty: 4986.429688
	Iteration 52Q: 3 clusters Score -2007399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2007398.250000 Penalty: 4986.429688
	Iteration 53Q: 3 clusters Score -2007398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2007406.125000 Penalty: 4986.429688
	Iteration 54Q: 3 clusters Score -2007406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2007405.750000 Penalty: 4986.429688
	Iteration 55Q: 3 clusters Score -2007406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2007408.125000 Penalty: 4986.429688
	Iteration 56Q: 3 clusters Score -2007408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2007414.500000 Penalty: 4986.429688
	Iteration 57Q: 3 clusters Score -2007414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2007418.000000 Penalty: 4986.429688
	Iteration 58Q: 3 clusters Score -2007418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2007421.125000 Penalty: 4986.429688
	Iteration 59Q: 3 clusters Score -2007421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2007423.125000 Penalty: 4986.429688
	Iteration 60F: 3 clusters Score -2007423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2007425.000000 Penalty: 4986.429688
	Iteration 61Q: 3 clusters Score -2007425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2007427.375000 Penalty: 4986.429688
	Iteration 62Q: 3 clusters Score -2007427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2007428.500000 Penalty: 4986.429688
	Iteration 63Q: 3 clusters Score -2007428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2007428.375000 Penalty: 4986.429688
	Iteration 64Q: 3 clusters Score -2007428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2007429.500000 Penalty: 4986.429688
	Iteration 65Q: 3 clusters Score -2007430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2007430.000000 Penalty: 4986.429688
	Iteration 66Q: 3 clusters Score -2007430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2007429.500000 Penalty: 4986.429688
	Iteration 67Q: 3 clusters Score -2007430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2007432.250000 Penalty: 4986.429688
	Iteration 68Q: 3 clusters Score -2007432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2007432.500000 Penalty: 4986.429688
	Iteration 69Q: 3 clusters Score -2007432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2007433.875000 Penalty: 4986.429688
	Iteration 70Q: 3 clusters Score -2007434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2007430.000000 Penalty: 4986.429688
	Iteration 71Q: 3 clusters Score -2007430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2007428.750000 Penalty: 4986.429688
	Iteration 72Q: 3 clusters Score -2007429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2007431.875000 Penalty: 4986.429688
	Iteration 73Q: 3 clusters Score -2007432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2007430.750000 Penalty: 4986.429688
	Iteration 74Q: 3 clusters Score -2007431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2007431.125000 Penalty: 4986.429688
	Iteration 75Q: 3 clusters Score -2007431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2007436.000000 Penalty: 4986.429688
	Iteration 76Q: 3 clusters Score -2007436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2007439.625000 Penalty: 4986.429688
	Iteration 77Q: 3 clusters Score -2007440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2007439.000000 Penalty: 4986.429688
	Iteration 78Q: 3 clusters Score -2007439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2007442.750000 Penalty: 4986.429688
	Iteration 79Q: 3 clusters Score -2007443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2007442.750000 Penalty: 4986.429688
	Iteration 80F: 3 clusters Score -2007443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2007442.875000 Penalty: 4986.429688
	Iteration 81Q: 3 clusters Score -2007443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2007444.125000 Penalty: 4986.429688
	Iteration 82Q: 3 clusters Score -2007444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2007448.750000 Penalty: 4986.429688
	Iteration 83Q: 3 clusters Score -2007449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2007455.375000 Penalty: 4986.429688
	Iteration 84Q: 3 clusters Score -2007455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2007458.875000 Penalty: 4986.429688
	Iteration 85Q: 3 clusters Score -2007459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2007459.625000 Penalty: 4986.429688
	Iteration 86Q: 3 clusters Score -2007460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2007461.125000 Penalty: 4986.429688
	Iteration 87Q: 3 clusters Score -2007461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2007460.125000 Penalty: 4986.429688
	Iteration 88Q: 3 clusters Score -2007460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2007461.375000 Penalty: 4986.429688
	Iteration 89Q: 3 clusters Score -2007461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2007461.375000 Penalty: 4986.429688
	Iteration 90F: 3 clusters Score -2007461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -377104.656250 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -377104.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -372934.218750 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -372934.2 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -373827.218750 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -373827.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -374037.281250 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -374037.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -374153.156250 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -374153.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -374228.937500 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -374228.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -374289.812500 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -374289.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -374334.812500 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -374334.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -374364.375000 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -374364.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -374386.718750 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -374386.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -374412.656250 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -374412.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -374432.343750 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -374432.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -374450.750000 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -374450.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -374466.906250 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -374466.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -374483.875000 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -374483.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -374500.218750 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -374500.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -374514.187500 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -374514.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -374523.906250 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -374523.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -374532.343750 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -374532.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -374537.531250 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -374537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -374541.843750 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -374541.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -374545.468750 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -374545.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -374549.593750 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -374549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -374552.156250 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -374552.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -374555.312500 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -374555.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -374560.375000 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -374560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -374564.125000 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -374564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -374566.937500 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -374566.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -374569.375000 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -374569.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -374573.718750 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -374573.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -374578.187500 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -374578.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -374587.687500 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -374587.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -374606.218750 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -374606.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -374619.937500 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -374619.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -374633.187500 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -374633.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -374646.531250 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -374646.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -374658.843750 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -374658.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -374666.937500 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -374666.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -374674.187500 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -374674.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -374679.375000 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -374679.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -374685.093750 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -374685.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -374689.187500 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -374689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -374695.406250 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -374695.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -374700.375000 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -374700.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -374704.093750 Penalty: 4166.392578
	Iteration 43Q: 3 clusters Score -374704.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -374707.500000 Penalty: 4166.392578
	Iteration 44Q: 3 clusters Score -374707.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -374711.687500 Penalty: 4166.392578
	Iteration 45Q: 3 clusters Score -374711.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -374714.906250 Penalty: 4166.392578
	Iteration 46Q: 3 clusters Score -374714.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -374717.906250 Penalty: 4166.392578
	Iteration 47Q: 3 clusters Score -374717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -374722.375000 Penalty: 4166.392578
	Iteration 48Q: 3 clusters Score -374722.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -374724.875000 Penalty: 4166.392578
	Iteration 49Q: 3 clusters Score -374724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -374728.437500 Penalty: 4166.392578
	Iteration 50Q: 3 clusters Score -374728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -374731.343750 Penalty: 4166.392578
	Iteration 51Q: 3 clusters Score -374731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -374734.437500 Penalty: 4166.392578
	Iteration 52Q: 3 clusters Score -374734.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -374737.312500 Penalty: 4166.392578
	Iteration 53Q: 3 clusters Score -374737.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -374738.000000 Penalty: 4166.392578
	Iteration 54Q: 3 clusters Score -374738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -374740.468750 Penalty: 4166.392578
	Iteration 55Q: 3 clusters Score -374740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -374743.937500 Penalty: 4166.392578
	Iteration 56Q: 3 clusters Score -374743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -374745.437500 Penalty: 4166.392578
	Iteration 57Q: 3 clusters Score -374745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -374748.781250 Penalty: 4166.392578
	Iteration 58Q: 3 clusters Score -374748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -374752.750000 Penalty: 4166.392578
	Iteration 59Q: 3 clusters Score -374752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -374756.031250 Penalty: 4166.392578
	Iteration 60F: 3 clusters Score -374756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -374758.843750 Penalty: 4166.392578
	Iteration 61Q: 3 clusters Score -374758.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -374761.156250 Penalty: 4166.392578
	Iteration 62Q: 3 clusters Score -374761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -374764.656250 Penalty: 4166.392578
	Iteration 63Q: 3 clusters Score -374764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -374764.875000 Penalty: 4166.392578
	Iteration 64Q: 3 clusters Score -374764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -374765.562500 Penalty: 4166.392578
	Iteration 65Q: 3 clusters Score -374765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -374767.093750 Penalty: 4166.392578
	Iteration 66Q: 3 clusters Score -374767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -374767.406250 Penalty: 4166.392578
	Iteration 67Q: 3 clusters Score -374767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -374768.156250 Penalty: 4166.392578
	Iteration 68Q: 3 clusters Score -374768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -374770.125000 Penalty: 4166.392578
	Iteration 69Q: 3 clusters Score -374770.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -374772.968750 Penalty: 4166.392578
	Iteration 70Q: 3 clusters Score -374773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -374774.125000 Penalty: 4166.392578
	Iteration 71Q: 3 clusters Score -374774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -374776.625000 Penalty: 4166.392578
	Iteration 72Q: 3 clusters Score -374776.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -374778.687500 Penalty: 4166.392578
	Iteration 73Q: 3 clusters Score -374778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -374778.937500 Penalty: 4166.392578
	Iteration 74Q: 3 clusters Score -374778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -374778.875000 Penalty: 4166.392578
	Iteration 75Q: 3 clusters Score -374778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -374780.625000 Penalty: 4166.392578
	Iteration 76Q: 3 clusters Score -374780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -374779.937500 Penalty: 4166.392578
	Iteration 77Q: 3 clusters Score -374779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -374782.125000 Penalty: 4166.392578
	Iteration 78Q: 3 clusters Score -374782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -374782.843750 Penalty: 4166.392578
	Iteration 79Q: 3 clusters Score -374782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -374783.562500 Penalty: 4166.392578
	Iteration 80F: 3 clusters Score -374783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -374785.531250 Penalty: 4166.392578
	Iteration 81Q: 3 clusters Score -374785.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -374787.968750 Penalty: 4166.392578
	Iteration 82Q: 3 clusters Score -374788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -374791.343750 Penalty: 4166.392578
	Iteration 83Q: 3 clusters Score -374791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -374792.281250 Penalty: 4166.392578
	Iteration 84Q: 3 clusters Score -374792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -374793.250000 Penalty: 4166.392578
	Iteration 85Q: 3 clusters Score -374793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -374795.062500 Penalty: 4166.392578
	Iteration 86Q: 3 clusters Score -374795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -374797.750000 Penalty: 4166.392578
	Iteration 87Q: 3 clusters Score -374797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -374801.781250 Penalty: 4166.392578
	Iteration 88Q: 3 clusters Score -374801.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -374804.531250 Penalty: 4166.392578
	Iteration 89Q: 3 clusters Score -374804.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -374805.093750 Penalty: 4166.392578
	Iteration 90Q: 3 clusters Score -374805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -374806.531250 Penalty: 4166.392578
	Iteration 91Q: 3 clusters Score -374806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -374807.093750 Penalty: 4166.392578
	Iteration 92Q: 3 clusters Score -374807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -374809.500000 Penalty: 4166.392578
	Iteration 93Q: 3 clusters Score -374809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -374812.250000 Penalty: 4166.392578
	Iteration 94Q: 3 clusters Score -374812.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -374818.000000 Penalty: 4166.392578
	Iteration 95Q: 3 clusters Score -374818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -374824.062500 Penalty: 4166.392578
	Iteration 96Q: 3 clusters Score -374824.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -374833.343750 Penalty: 4166.392578
	Iteration 97Q: 3 clusters Score -374833.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -374842.031250 Penalty: 4166.392578
	Iteration 98Q: 3 clusters Score -374842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -374849.750000 Penalty: 4166.392578
	Iteration 99Q: 3 clusters Score -374849.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -374857.937500 Penalty: 4166.392578
	Iteration 100F: 3 clusters Score -374857.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -374868.625000 Penalty: 4166.392578
	Iteration 101Q: 3 clusters Score -374868.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -374878.593750 Penalty: 4166.392578
	Iteration 102Q: 3 clusters Score -374878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -374885.687500 Penalty: 4166.392578
	Iteration 103Q: 3 clusters Score -374885.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -374891.187500 Penalty: 4166.392578
	Iteration 104Q: 3 clusters Score -374891.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -374895.937500 Penalty: 4166.392578
	Iteration 105Q: 3 clusters Score -374895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -374898.281250 Penalty: 4166.392578
	Iteration 106Q: 3 clusters Score -374898.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -374902.687500 Penalty: 4166.392578
	Iteration 107Q: 3 clusters Score -374902.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -374907.343750 Penalty: 4166.392578
	Iteration 108Q: 3 clusters Score -374907.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -374912.031250 Penalty: 4166.392578
	Iteration 109Q: 3 clusters Score -374912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -374916.750000 Penalty: 4166.392578
	Iteration 110Q: 3 clusters Score -374916.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -374922.625000 Penalty: 4166.392578
	Iteration 111Q: 3 clusters Score -374922.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -374929.875000 Penalty: 4166.392578
	Iteration 112Q: 3 clusters Score -374929.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -374940.031250 Penalty: 4166.392578
	Iteration 113Q: 3 clusters Score -374940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -374949.468750 Penalty: 4166.392578
	Iteration 114Q: 3 clusters Score -374949.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -374958.750000 Penalty: 4166.392578
	Iteration 115Q: 3 clusters Score -374958.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -374970.937500 Penalty: 4166.392578
	Iteration 116Q: 3 clusters Score -374970.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -374982.406250 Penalty: 4166.392578
	Iteration 117Q: 3 clusters Score -374982.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -374995.718750 Penalty: 4166.392578
	Iteration 118Q: 3 clusters Score -374995.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -375007.375000 Penalty: 4166.392578
	Iteration 119Q: 3 clusters Score -375007.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -375018.062500 Penalty: 4166.392578
	Iteration 120F: 3 clusters Score -375018.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -375025.968750 Penalty: 4166.392578
	Iteration 121Q: 3 clusters Score -375026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -375036.281250 Penalty: 4166.392578
	Iteration 122Q: 3 clusters Score -375036.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -375042.812500 Penalty: 4166.392578
	Iteration 123Q: 3 clusters Score -375042.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -375053.156250 Penalty: 4166.392578
	Iteration 124Q: 3 clusters Score -375053.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -375057.750000 Penalty: 4166.392578
	Iteration 125Q: 3 clusters Score -375057.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -375060.968750 Penalty: 4166.392578
	Iteration 126Q: 3 clusters Score -375061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -375066.875000 Penalty: 4166.392578
	Iteration 127Q: 3 clusters Score -375066.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -375072.312500 Penalty: 4166.392578
	Iteration 128Q: 3 clusters Score -375072.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -375077.625000 Penalty: 4166.392578
	Iteration 129Q: 3 clusters Score -375077.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -375082.437500 Penalty: 4166.392578
	Iteration 130Q: 3 clusters Score -375082.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -375084.406250 Penalty: 4166.392578
	Iteration 131Q: 3 clusters Score -375084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -375088.031250 Penalty: 4166.392578
	Iteration 132Q: 3 clusters Score -375088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -375091.156250 Penalty: 4166.392578
	Iteration 133Q: 3 clusters Score -375091.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -375096.406250 Penalty: 4166.392578
	Iteration 134Q: 3 clusters Score -375096.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -375103.843750 Penalty: 4166.392578
	Iteration 135Q: 3 clusters Score -375103.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -375108.125000 Penalty: 4166.392578
	Iteration 136Q: 3 clusters Score -375108.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -375112.687500 Penalty: 4166.392578
	Iteration 137Q: 3 clusters Score -375112.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -375116.968750 Penalty: 4166.392578
	Iteration 138Q: 3 clusters Score -375117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -375120.468750 Penalty: 4166.392578
	Iteration 139Q: 3 clusters Score -375120.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -375124.093750 Penalty: 4166.392578
	Iteration 140F: 3 clusters Score -375124.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -375128.656250 Penalty: 4166.392578
	Iteration 141Q: 3 clusters Score -375128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -375133.937500 Penalty: 4166.392578
	Iteration 142Q: 3 clusters Score -375133.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -375136.375000 Penalty: 4166.392578
	Iteration 143Q: 3 clusters Score -375136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -375141.562500 Penalty: 4166.392578
	Iteration 144Q: 3 clusters Score -375141.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -375152.406250 Penalty: 4166.392578
	Iteration 145Q: 3 clusters Score -375152.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -375158.750000 Penalty: 4166.392578
	Iteration 146Q: 3 clusters Score -375158.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -375164.625000 Penalty: 4166.392578
	Iteration 147Q: 3 clusters Score -375164.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -375169.937500 Penalty: 4166.392578
	Iteration 148Q: 3 clusters Score -375169.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -375174.656250 Penalty: 4166.392578
	Iteration 149Q: 3 clusters Score -375174.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -375180.812500 Penalty: 4166.392578
	Iteration 150Q: 3 clusters Score -375180.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -375187.625000 Penalty: 4166.392578
	Iteration 151Q: 3 clusters Score -375187.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -375193.000000 Penalty: 4166.392578
	Iteration 152Q: 3 clusters Score -375193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -375199.687500 Penalty: 4166.392578
	Iteration 153Q: 3 clusters Score -375199.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -375205.468750 Penalty: 4166.392578
	Iteration 154Q: 3 clusters Score -375205.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -375208.968750 Penalty: 4166.392578
	Iteration 155Q: 3 clusters Score -375209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -375214.656250 Penalty: 4166.392578
	Iteration 156Q: 3 clusters Score -375214.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -375219.531250 Penalty: 4166.392578
	Iteration 157Q: 3 clusters Score -375219.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -375224.843750 Penalty: 4166.392578
	Iteration 158Q: 3 clusters Score -375224.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -375230.156250 Penalty: 4166.392578
	Iteration 159Q: 3 clusters Score -375230.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -375236.593750 Penalty: 4166.392578
	Iteration 160F: 3 clusters Score -375236.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -375240.218750 Penalty: 4166.392578
	Iteration 161Q: 3 clusters Score -375240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -375242.187500 Penalty: 4166.392578
	Iteration 162Q: 3 clusters Score -375242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -375244.156250 Penalty: 4166.392578
	Iteration 163Q: 3 clusters Score -375244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -375245.281250 Penalty: 4166.392578
	Iteration 164Q: 3 clusters Score -375245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -375245.343750 Penalty: 4166.392578
	Iteration 165Q: 3 clusters Score -375245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -375245.031250 Penalty: 4166.392578
	Iteration 166Q: 3 clusters Score -375245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -375245.031250 Penalty: 4166.392578
	Iteration 167F: 3 clusters Score -375245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -198113.906250 Penalty: 1975.369263
	Iteration 0F: 2 clusters Score -198113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -194938.687500 Penalty: 3950.738525
	Iteration 0F: 3 clusters Score -194938.7 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -195726.140625 Penalty: 3950.738525
	Iteration 1F: 3 clusters Score -195726.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -196073.906250 Penalty: 3950.738525
	Iteration 2F: 3 clusters Score -196073.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -196312.468750 Penalty: 3950.738525
	Iteration 3F: 3 clusters Score -196312.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -196468.703125 Penalty: 3950.738525
	Iteration 4Q: 3 clusters Score -196468.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -196587.703125 Penalty: 3950.738525
	Iteration 5Q: 3 clusters Score -196587.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -196696.031250 Penalty: 3950.738525
	Iteration 6Q: 3 clusters Score -196696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -196800.812500 Penalty: 3950.738525
	Iteration 7Q: 3 clusters Score -196800.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -196867.546875 Penalty: 3950.738525
	Iteration 8Q: 3 clusters Score -196867.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -196907.500000 Penalty: 3950.738525
	Iteration 9Q: 3 clusters Score -196907.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -196934.125000 Penalty: 3950.738525
	Iteration 10Q: 3 clusters Score -196934.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -196969.062500 Penalty: 3950.738525
	Iteration 11Q: 3 clusters Score -196969.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -196998.015625 Penalty: 3950.738525
	Iteration 12Q: 3 clusters Score -196998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -197019.453125 Penalty: 3950.738525
	Iteration 13Q: 3 clusters Score -197019.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -197033.484375 Penalty: 3950.738525
	Iteration 14Q: 3 clusters Score -197033.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -197046.968750 Penalty: 3950.738525
	Iteration 15Q: 3 clusters Score -197047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -197057.296875 Penalty: 3950.738525
	Iteration 16Q: 3 clusters Score -197057.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -197072.421875 Penalty: 3950.738525
	Iteration 17Q: 3 clusters Score -197072.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -197086.078125 Penalty: 3950.738525
	Iteration 18Q: 3 clusters Score -197086.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -197097.484375 Penalty: 3950.738525
	Iteration 19Q: 3 clusters Score -197097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -197104.828125 Penalty: 3950.738525
	Iteration 20F: 3 clusters Score -197104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -197116.750000 Penalty: 3950.738525
	Iteration 21Q: 3 clusters Score -197116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -197123.062500 Penalty: 3950.738525
	Iteration 22Q: 3 clusters Score -197123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -197127.015625 Penalty: 3950.738525
	Iteration 23Q: 3 clusters Score -197127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -197130.359375 Penalty: 3950.738525
	Iteration 24Q: 3 clusters Score -197130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -197134.531250 Penalty: 3950.738525
	Iteration 25Q: 3 clusters Score -197134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -197137.234375 Penalty: 3950.738525
	Iteration 26Q: 3 clusters Score -197137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -197138.625000 Penalty: 3950.738525
	Iteration 27Q: 3 clusters Score -197138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -197139.187500 Penalty: 3950.738525
	Iteration 28Q: 3 clusters Score -197139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -197140.156250 Penalty: 3950.738525
	Iteration 29Q: 3 clusters Score -197140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -197140.218750 Penalty: 3950.738525
	Iteration 30Q: 3 clusters Score -197140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -197140.218750 Penalty: 3950.738525
	Iteration 31F: 3 clusters Score -197140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Entering Unmasked Estep 
Score: -687509.562500 Penalty: 2222.800293
	Iteration 0F: 2 clusters Score -687509.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -681273.500000 Penalty: 4445.600586
	Iteration 0F: 3 clusters Score -681273.5 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -682867.562500 Penalty: 4445.600586
	Iteration 1F: 3 clusters Score -682867.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -683116.562500 Penalty: 4445.600586
	Iteration 2F: 3 clusters Score -683116.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -683284.500000 Penalty: 4445.600586
	Iteration 3Q: 3 clusters Score -683284.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -683406.812500 Penalty: 4445.600586
	Iteration 4Q: 3 clusters Score -683406.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -683487.437500 Penalty: 4445.600586
	Iteration 5Q: 3 clusters Score -683487.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -683535.687500 Penalty: 4445.600586
	Iteration 6Q: 3 clusters Score -683535.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -683578.250000 Penalty: 4445.600586
	Iteration 7Q: 3 clusters Score -683578.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -683617.062500 Penalty: 4445.600586
	Iteration 8Q: 3 clusters Score -683617.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -683658.000000 Penalty: 4445.600586
	Iteration 9Q: 3 clusters Score -683658 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -683687.437500 Penalty: 4445.600586
	Iteration 10Q: 3 clusters Score -683687.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -683713.437500 Penalty: 4445.600586
	Iteration 11Q: 3 clusters Score -683713.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -683732.375000 Penalty: 4445.600586
	Iteration 12Q: 3 clusters Score -683732.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -683758.000000 Penalty: 4445.600586
	Iteration 13Q: 3 clusters Score -683758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -683778.562500 Penalty: 4445.600586
	Iteration 14Q: 3 clusters Score -683778.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -683802.312500 Penalty: 4445.600586
	Iteration 15Q: 3 clusters Score -683802.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -683828.062500 Penalty: 4445.600586
	Iteration 16Q: 3 clusters Score -683828.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -683849.875000 Penalty: 4445.600586
	Iteration 17Q: 3 clusters Score -683849.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -683869.062500 Penalty: 4445.600586
	Iteration 18Q: 3 clusters Score -683869.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -683893.375000 Penalty: 4445.600586
	Iteration 19Q: 3 clusters Score -683893.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -683921.687500 Penalty: 4445.600586
	Iteration 20F: 3 clusters Score -683921.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -683944.937500 Penalty: 4445.600586
	Iteration 21Q: 3 clusters Score -683944.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -683976.875000 Penalty: 4445.600586
	Iteration 22Q: 3 clusters Score -683976.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -684006.625000 Penalty: 4445.600586
	Iteration 23Q: 3 clusters Score -684006.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -684044.062500 Penalty: 4445.600586
	Iteration 24Q: 3 clusters Score -684044.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -684082.875000 Penalty: 4445.600586
	Iteration 25Q: 3 clusters Score -684082.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -684130.937500 Penalty: 4445.600586
	Iteration 26Q: 3 clusters Score -684130.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -684192.875000 Penalty: 4445.600586
	Iteration 27Q: 3 clusters Score -684192.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -684278.625000 Penalty: 4445.600586
	Iteration 28Q: 3 clusters Score -684278.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -684375.187500 Penalty: 4445.600586
	Iteration 29Q: 3 clusters Score -684375.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -684472.500000 Penalty: 4445.600586
	Iteration 30Q: 3 clusters Score -684472.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -684571.500000 Penalty: 4445.600586
	Iteration 31Q: 3 clusters Score -684571.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -684684.000000 Penalty: 4445.600586
	Iteration 32Q: 3 clusters Score -684684 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -684818.625000 Penalty: 4445.600586
	Iteration 33Q: 3 clusters Score -684818.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -684961.750000 Penalty: 4445.600586
	Iteration 34Q: 3 clusters Score -684961.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -685099.687500 Penalty: 4445.600586
	Iteration 35Q: 3 clusters Score -685099.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -685230.187500 Penalty: 4445.600586
	Iteration 36Q: 3 clusters Score -685230.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -685320.625000 Penalty: 4445.600586
	Iteration 37Q: 3 clusters Score -685320.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -685384.625000 Penalty: 4445.600586
	Iteration 38Q: 3 clusters Score -685384.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -685432.125000 Penalty: 4445.600586
	Iteration 39Q: 3 clusters Score -685432.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -685475.937500 Penalty: 4445.600586
	Iteration 40F: 3 clusters Score -685475.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -685505.000000 Penalty: 4445.600586
	Iteration 41Q: 3 clusters Score -685505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -685525.000000 Penalty: 4445.600586
	Iteration 42Q: 3 clusters Score -685525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -685543.562500 Penalty: 4445.600586
	Iteration 43Q: 3 clusters Score -685543.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -685560.375000 Penalty: 4445.600586
	Iteration 44Q: 3 clusters Score -685560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -685570.500000 Penalty: 4445.600586
	Iteration 45Q: 3 clusters Score -685570.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -685581.375000 Penalty: 4445.600586
	Iteration 46Q: 3 clusters Score -685581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -685585.062500 Penalty: 4445.600586
	Iteration 47Q: 3 clusters Score -685585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -685587.562500 Penalty: 4445.600586
	Iteration 48Q: 3 clusters Score -685587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -685592.000000 Penalty: 4445.600586
	Iteration 49Q: 3 clusters Score -685592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -685596.187500 Penalty: 4445.600586
	Iteration 50Q: 3 clusters Score -685596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -685599.375000 Penalty: 4445.600586
	Iteration 51Q: 3 clusters Score -685599.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -685604.312500 Penalty: 4445.600586
	Iteration 52Q: 3 clusters Score -685604.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -685607.562500 Penalty: 4445.600586
	Iteration 53Q: 3 clusters Score -685607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -685609.500000 Penalty: 4445.600586
	Iteration 54Q: 3 clusters Score -685609.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -685614.437500 Penalty: 4445.600586
	Iteration 55Q: 3 clusters Score -685614.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -685618.750000 Penalty: 4445.600586
	Iteration 56Q: 3 clusters Score -685618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -685621.562500 Penalty: 4445.600586
	Iteration 57Q: 3 clusters Score -685621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -685624.875000 Penalty: 4445.600586
	Iteration 58Q: 3 clusters Score -685624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -685624.875000 Penalty: 4445.600586
	Iteration 59F: 3 clusters Score -685624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Entering Unmasked Estep 
Score: -705050.625000 Penalty: 2255.570312
	Iteration 0F: 2 clusters Score -705050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -698120.562500 Penalty: 4511.140625
	Iteration 0F: 3 clusters Score -698120.6 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -700148.875000 Penalty: 4511.140625
	Iteration 1F: 3 clusters Score -700148.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -700489.062500 Penalty: 4511.140625
	Iteration 2F: 3 clusters Score -700489.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -700753.812500 Penalty: 4511.140625
	Iteration 3F: 3 clusters Score -700753.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -700965.000000 Penalty: 4511.140625
	Iteration 4Q: 3 clusters Score -700965 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -701139.125000 Penalty: 4511.140625
	Iteration 5Q: 3 clusters Score -701139.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -701313.562500 Penalty: 4511.140625
	Iteration 6Q: 3 clusters Score -701313.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -701465.125000 Penalty: 4511.140625
	Iteration 7Q: 3 clusters Score -701465.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -701603.187500 Penalty: 4511.140625
	Iteration 8Q: 3 clusters Score -701603.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -701719.500000 Penalty: 4511.140625
	Iteration 9Q: 3 clusters Score -701719.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -701840.687500 Penalty: 4511.140625
	Iteration 10Q: 3 clusters Score -701840.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -701950.500000 Penalty: 4511.140625
	Iteration 11Q: 3 clusters Score -701950.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -702047.437500 Penalty: 4511.140625
	Iteration 12Q: 3 clusters Score -702047.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -702136.812500 Penalty: 4511.140625
	Iteration 13Q: 3 clusters Score -702136.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -702221.375000 Penalty: 4511.140625
	Iteration 14Q: 3 clusters Score -702221.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -702303.000000 Penalty: 4511.140625
	Iteration 15Q: 3 clusters Score -702303 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -702371.750000 Penalty: 4511.140625
	Iteration 16Q: 3 clusters Score -702371.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -702431.750000 Penalty: 4511.140625
	Iteration 17Q: 3 clusters Score -702431.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -702494.062500 Penalty: 4511.140625
	Iteration 18Q: 3 clusters Score -702494.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -702551.500000 Penalty: 4511.140625
	Iteration 19Q: 3 clusters Score -702551.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -702604.000000 Penalty: 4511.140625
	Iteration 20F: 3 clusters Score -702604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -702646.875000 Penalty: 4511.140625
	Iteration 21Q: 3 clusters Score -702646.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -702683.125000 Penalty: 4511.140625
	Iteration 22Q: 3 clusters Score -702683.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -702718.625000 Penalty: 4511.140625
	Iteration 23Q: 3 clusters Score -702718.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -702754.250000 Penalty: 4511.140625
	Iteration 24Q: 3 clusters Score -702754.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -702779.750000 Penalty: 4511.140625
	Iteration 25Q: 3 clusters Score -702779.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -702804.250000 Penalty: 4511.140625
	Iteration 26Q: 3 clusters Score -702804.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -702820.750000 Penalty: 4511.140625
	Iteration 27Q: 3 clusters Score -702820.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -702840.187500 Penalty: 4511.140625
	Iteration 28Q: 3 clusters Score -702840.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -702856.125000 Penalty: 4511.140625
	Iteration 29Q: 3 clusters Score -702856.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -702869.687500 Penalty: 4511.140625
	Iteration 30Q: 3 clusters Score -702869.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -702880.687500 Penalty: 4511.140625
	Iteration 31Q: 3 clusters Score -702880.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -702886.562500 Penalty: 4511.140625
	Iteration 32Q: 3 clusters Score -702886.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -702893.687500 Penalty: 4511.140625
	Iteration 33Q: 3 clusters Score -702893.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -702897.437500 Penalty: 4511.140625
	Iteration 34Q: 3 clusters Score -702897.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -702902.250000 Penalty: 4511.140625
	Iteration 35Q: 3 clusters Score -702902.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -702907.812500 Penalty: 4511.140625
	Iteration 36Q: 3 clusters Score -702907.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -702911.625000 Penalty: 4511.140625
	Iteration 37Q: 3 clusters Score -702911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -702916.312500 Penalty: 4511.140625
	Iteration 38Q: 3 clusters Score -702916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -702918.500000 Penalty: 4511.140625
	Iteration 39Q: 3 clusters Score -702918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -702919.875000 Penalty: 4511.140625
	Iteration 40F: 3 clusters Score -702919.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -702921.250000 Penalty: 4511.140625
	Iteration 41Q: 3 clusters Score -702921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -702925.125000 Penalty: 4511.140625
	Iteration 42Q: 3 clusters Score -702925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -702924.750000 Penalty: 4511.140625
	Iteration 43Q: 3 clusters Score -702924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -702924.750000 Penalty: 4511.140625
	Iteration 44F: 3 clusters Score -702924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Entering Unmasked Estep 
Score: -1378301.875000 Penalty: 2411.745117
	Iteration 0F: 2 clusters Score -1378302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1366315.250000 Penalty: 4823.490234
	Iteration 0F: 3 clusters Score -1366315 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1370194.125000 Penalty: 4823.490234
	Iteration 1F: 3 clusters Score -1370194 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1370566.500000 Penalty: 4823.490234
	Iteration 2F: 3 clusters Score -1370566 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1370872.000000 Penalty: 4823.490234
	Iteration 3Q: 3 clusters Score -1370872 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1371190.875000 Penalty: 4823.490234
	Iteration 4Q: 3 clusters Score -1371191 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1371545.625000 Penalty: 4823.490234
	Iteration 5Q: 3 clusters Score -1371546 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1371954.375000 Penalty: 4823.490234
	Iteration 6Q: 3 clusters Score -1371954 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1372429.000000 Penalty: 4823.490234
	Iteration 7Q: 3 clusters Score -1372429 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1373008.625000 Penalty: 4823.490234
	Iteration 8F: 3 clusters Score -1373009 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1373592.875000 Penalty: 4823.490234
	Iteration 9F: 3 clusters Score -1373593 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1374171.125000 Penalty: 4823.490234
	Iteration 10Q: 3 clusters Score -1374171 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1374742.625000 Penalty: 4823.490234
	Iteration 11Q: 3 clusters Score -1374743 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1375323.000000 Penalty: 4823.490234
	Iteration 12Q: 3 clusters Score -1375323 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1375765.250000 Penalty: 4823.490234
	Iteration 13Q: 3 clusters Score -1375765 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1376128.000000 Penalty: 4823.490234
	Iteration 14Q: 3 clusters Score -1376128 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1376416.750000 Penalty: 4823.490234
	Iteration 15Q: 3 clusters Score -1376417 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1376603.500000 Penalty: 4823.490234
	Iteration 16Q: 3 clusters Score -1376604 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1376732.375000 Penalty: 4823.490234
	Iteration 17Q: 3 clusters Score -1376732 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1376820.500000 Penalty: 4823.490234
	Iteration 18Q: 3 clusters Score -1376820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1376879.500000 Penalty: 4823.490234
	Iteration 19Q: 3 clusters Score -1376880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1376925.875000 Penalty: 4823.490234
	Iteration 20F: 3 clusters Score -1376926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1376955.375000 Penalty: 4823.490234
	Iteration 21Q: 3 clusters Score -1376955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1376979.500000 Penalty: 4823.490234
	Iteration 22Q: 3 clusters Score -1376980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1376999.750000 Penalty: 4823.490234
	Iteration 23Q: 3 clusters Score -1377000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1377012.375000 Penalty: 4823.490234
	Iteration 24Q: 3 clusters Score -1377012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1377023.375000 Penalty: 4823.490234
	Iteration 25Q: 3 clusters Score -1377023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1377029.625000 Penalty: 4823.490234
	Iteration 26Q: 3 clusters Score -1377030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1377035.500000 Penalty: 4823.490234
	Iteration 27Q: 3 clusters Score -1377036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1377038.500000 Penalty: 4823.490234
	Iteration 28Q: 3 clusters Score -1377038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1377044.750000 Penalty: 4823.490234
	Iteration 29Q: 3 clusters Score -1377045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1377044.875000 Penalty: 4823.490234
	Iteration 30Q: 3 clusters Score -1377045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1377046.375000 Penalty: 4823.490234
	Iteration 31Q: 3 clusters Score -1377046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1377046.875000 Penalty: 4823.490234
	Iteration 32Q: 3 clusters Score -1377047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1377046.250000 Penalty: 4823.490234
	Iteration 33Q: 3 clusters Score -1377046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1377047.250000 Penalty: 4823.490234
	Iteration 34Q: 3 clusters Score -1377047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1377047.250000 Penalty: 4823.490234
	Iteration 35F: 3 clusters Score -1377047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Entering Unmasked Estep 
Score: -3297861.750000 Penalty: 2625.209961
	Iteration 0F: 2 clusters Score -3297862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3271013.250000 Penalty: 5250.419922
	Iteration 0F: 3 clusters Score -3271013 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3280852.250000 Penalty: 5250.419922
	Iteration 1F: 3 clusters Score -3280852 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3281524.000000 Penalty: 5250.419922
	Iteration 2Q: 3 clusters Score -3281524 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3282331.750000 Penalty: 5250.419922
	Iteration 3Q: 3 clusters Score -3282332 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3283602.500000 Penalty: 5250.419922
	Iteration 4F: 3 clusters Score -3283602 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3285444.750000 Penalty: 5250.419922
	Iteration 5F: 3 clusters Score -3285445 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3287921.750000 Penalty: 5250.419922
	Iteration 6F: 3 clusters Score -3287922 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3290729.500000 Penalty: 5250.419922
	Iteration 7F: 3 clusters Score -3290730 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3293117.000000 Penalty: 5250.419922
	Iteration 8F: 3 clusters Score -3293117 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -3294635.500000 Penalty: 5250.419922
	Iteration 9F: 3 clusters Score -3294636 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3295457.000000 Penalty: 5250.419922
	Iteration 10Q: 3 clusters Score -3295457 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3295936.500000 Penalty: 5250.419922
	Iteration 11Q: 3 clusters Score -3295936 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3296278.250000 Penalty: 5250.419922
	Iteration 12Q: 3 clusters Score -3296278 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -3296573.750000 Penalty: 5250.419922
	Iteration 13Q: 3 clusters Score -3296574 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3296821.750000 Penalty: 5250.419922
	Iteration 14Q: 3 clusters Score -3296822 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3296996.000000 Penalty: 5250.419922
	Iteration 15Q: 3 clusters Score -3296996 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3297140.000000 Penalty: 5250.419922
	Iteration 16Q: 3 clusters Score -3297140 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3297209.750000 Penalty: 5250.419922
	Iteration 17Q: 3 clusters Score -3297210 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3297270.250000 Penalty: 5250.419922
	Iteration 18Q: 3 clusters Score -3297270 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3297309.500000 Penalty: 5250.419922
	Iteration 19Q: 3 clusters Score -3297310 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3297335.250000 Penalty: 5250.419922
	Iteration 20F: 3 clusters Score -3297335 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3297351.000000 Penalty: 5250.419922
	Iteration 21Q: 3 clusters Score -3297351 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3297374.000000 Penalty: 5250.419922
	Iteration 22Q: 3 clusters Score -3297374 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3297401.500000 Penalty: 5250.419922
	Iteration 23Q: 3 clusters Score -3297402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3297421.000000 Penalty: 5250.419922
	Iteration 24Q: 3 clusters Score -3297421 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3297434.250000 Penalty: 5250.419922
	Iteration 25Q: 3 clusters Score -3297434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -3297440.750000 Penalty: 5250.419922
	Iteration 26Q: 3 clusters Score -3297441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -3297445.500000 Penalty: 5250.419922
	Iteration 27Q: 3 clusters Score -3297446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3297459.000000 Penalty: 5250.419922
	Iteration 28Q: 3 clusters Score -3297459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3297471.250000 Penalty: 5250.419922
	Iteration 29Q: 3 clusters Score -3297471 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3297477.000000 Penalty: 5250.419922
	Iteration 30Q: 3 clusters Score -3297477 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3297491.250000 Penalty: 5250.419922
	Iteration 31Q: 3 clusters Score -3297491 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3297487.750000 Penalty: 5250.419922
	Iteration 32Q: 3 clusters Score -3297488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3297495.000000 Penalty: 5250.419922
	Iteration 33Q: 3 clusters Score -3297495 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3297507.000000 Penalty: 5250.419922
	Iteration 34Q: 3 clusters Score -3297507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3297517.750000 Penalty: 5250.419922
	Iteration 35Q: 3 clusters Score -3297518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3297527.500000 Penalty: 5250.419922
	Iteration 36Q: 3 clusters Score -3297528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3297527.750000 Penalty: 5250.419922
	Iteration 37Q: 3 clusters Score -3297528 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3297531.500000 Penalty: 5250.419922
	Iteration 38Q: 3 clusters Score -3297532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3297544.500000 Penalty: 5250.419922
	Iteration 39Q: 3 clusters Score -3297544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3297552.000000 Penalty: 5250.419922
	Iteration 40F: 3 clusters Score -3297552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3297556.500000 Penalty: 5250.419922
	Iteration 41Q: 3 clusters Score -3297556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3297572.250000 Penalty: 5250.419922
	Iteration 42Q: 3 clusters Score -3297572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3297579.750000 Penalty: 5250.419922
	Iteration 43Q: 3 clusters Score -3297580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3297584.250000 Penalty: 5250.419922
	Iteration 44Q: 3 clusters Score -3297584 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3297588.000000 Penalty: 5250.419922
	Iteration 45Q: 3 clusters Score -3297588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3297597.500000 Penalty: 5250.419922
	Iteration 46Q: 3 clusters Score -3297598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3297604.000000 Penalty: 5250.419922
	Iteration 47Q: 3 clusters Score -3297604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3297614.500000 Penalty: 5250.419922
	Iteration 48Q: 3 clusters Score -3297614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3297616.750000 Penalty: 5250.419922
	Iteration 49Q: 3 clusters Score -3297617 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3297624.750000 Penalty: 5250.419922
	Iteration 50Q: 3 clusters Score -3297625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3297635.750000 Penalty: 5250.419922
	Iteration 51Q: 3 clusters Score -3297636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3297647.000000 Penalty: 5250.419922
	Iteration 52Q: 3 clusters Score -3297647 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3297651.750000 Penalty: 5250.419922
	Iteration 53Q: 3 clusters Score -3297652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3297666.750000 Penalty: 5250.419922
	Iteration 54Q: 3 clusters Score -3297667 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3297676.250000 Penalty: 5250.419922
	Iteration 55Q: 3 clusters Score -3297676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3297685.250000 Penalty: 5250.419922
	Iteration 56Q: 3 clusters Score -3297685 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3297683.000000 Penalty: 5250.419922
	Iteration 57Q: 3 clusters Score -3297683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3297689.250000 Penalty: 5250.419922
	Iteration 58Q: 3 clusters Score -3297689 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3297700.750000 Penalty: 5250.419922
	Iteration 59Q: 3 clusters Score -3297701 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3297712.250000 Penalty: 5250.419922
	Iteration 60F: 3 clusters Score -3297712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3297708.750000 Penalty: 5250.419922
	Iteration 61Q: 3 clusters Score -3297709 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3297726.500000 Penalty: 5250.419922
	Iteration 62Q: 3 clusters Score -3297726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3297727.750000 Penalty: 5250.419922
	Iteration 63Q: 3 clusters Score -3297728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3297732.250000 Penalty: 5250.419922
	Iteration 64Q: 3 clusters Score -3297732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3297734.750000 Penalty: 5250.419922
	Iteration 65Q: 3 clusters Score -3297735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3297732.250000 Penalty: 5250.419922
	Iteration 66Q: 3 clusters Score -3297732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3297732.750000 Penalty: 5250.419922
	Iteration 67Q: 3 clusters Score -3297733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3297744.250000 Penalty: 5250.419922
	Iteration 68Q: 3 clusters Score -3297744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3297737.500000 Penalty: 5250.419922
	Iteration 69Q: 3 clusters Score -3297738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3297746.000000 Penalty: 5250.419922
	Iteration 70Q: 3 clusters Score -3297746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3297748.000000 Penalty: 5250.419922
	Iteration 71Q: 3 clusters Score -3297748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3297747.000000 Penalty: 5250.419922
	Iteration 72Q: 3 clusters Score -3297747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3297747.000000 Penalty: 5250.419922
	Iteration 73Q: 3 clusters Score -3297747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3297758.250000 Penalty: 5250.419922
	Iteration 74Q: 3 clusters Score -3297758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3297760.750000 Penalty: 5250.419922
	Iteration 75Q: 3 clusters Score -3297761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3297757.500000 Penalty: 5250.419922
	Iteration 76Q: 3 clusters Score -3297758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3297767.000000 Penalty: 5250.419922
	Iteration 77Q: 3 clusters Score -3297767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3297773.000000 Penalty: 5250.419922
	Iteration 78Q: 3 clusters Score -3297773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3297768.250000 Penalty: 5250.419922
	Iteration 79Q: 3 clusters Score -3297768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3297767.750000 Penalty: 5250.419922
	Iteration 80F: 3 clusters Score -3297768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3297772.250000 Penalty: 5250.419922
	Iteration 81Q: 3 clusters Score -3297772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3297779.500000 Penalty: 5250.419922
	Iteration 82Q: 3 clusters Score -3297780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3297774.250000 Penalty: 5250.419922
	Iteration 83Q: 3 clusters Score -3297774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3297777.250000 Penalty: 5250.419922
	Iteration 84Q: 3 clusters Score -3297777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3297778.000000 Penalty: 5250.419922
	Iteration 85Q: 3 clusters Score -3297778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3297784.000000 Penalty: 5250.419922
	Iteration 86Q: 3 clusters Score -3297784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3297779.250000 Penalty: 5250.419922
	Iteration 87Q: 3 clusters Score -3297779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3297787.000000 Penalty: 5250.419922
	Iteration 88Q: 3 clusters Score -3297787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3297789.250000 Penalty: 5250.419922
	Iteration 89Q: 3 clusters Score -3297789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3297790.500000 Penalty: 5250.419922
	Iteration 90Q: 3 clusters Score -3297790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3297796.250000 Penalty: 5250.419922
	Iteration 91Q: 3 clusters Score -3297796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3297794.250000 Penalty: 5250.419922
	Iteration 92Q: 3 clusters Score -3297794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3297789.000000 Penalty: 5250.419922
	Iteration 93Q: 3 clusters Score -3297789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3297794.250000 Penalty: 5250.419922
	Iteration 94Q: 3 clusters Score -3297794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3297793.750000 Penalty: 5250.419922
	Iteration 95Q: 3 clusters Score -3297794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3297794.500000 Penalty: 5250.419922
	Iteration 96Q: 3 clusters Score -3297794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3297795.000000 Penalty: 5250.419922
	Iteration 97Q: 3 clusters Score -3297795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3297797.250000 Penalty: 5250.419922
	Iteration 98Q: 3 clusters Score -3297797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3297799.500000 Penalty: 5250.419922
	Iteration 99Q: 3 clusters Score -3297800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3297798.000000 Penalty: 5250.419922
	Iteration 100F: 3 clusters Score -3297798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3297801.250000 Penalty: 5250.419922
	Iteration 101Q: 3 clusters Score -3297801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3297805.250000 Penalty: 5250.419922
	Iteration 102Q: 3 clusters Score -3297805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3297805.750000 Penalty: 5250.419922
	Iteration 103Q: 3 clusters Score -3297806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3297804.500000 Penalty: 5250.419922
	Iteration 104Q: 3 clusters Score -3297804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3297804.500000 Penalty: 5250.419922
	Iteration 105Q: 3 clusters Score -3297804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3297801.000000 Penalty: 5250.419922
	Iteration 106Q: 3 clusters Score -3297801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3297810.000000 Penalty: 5250.419922
	Iteration 107Q: 3 clusters Score -3297810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3297810.250000 Penalty: 5250.419922
	Iteration 108Q: 3 clusters Score -3297810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3297814.250000 Penalty: 5250.419922
	Iteration 109Q: 3 clusters Score -3297814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3297812.500000 Penalty: 5250.419922
	Iteration 110Q: 3 clusters Score -3297812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3297815.750000 Penalty: 5250.419922
	Iteration 111Q: 3 clusters Score -3297816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3297812.750000 Penalty: 5250.419922
	Iteration 112Q: 3 clusters Score -3297813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3297815.250000 Penalty: 5250.419922
	Iteration 113Q: 3 clusters Score -3297815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3297812.250000 Penalty: 5250.419922
	Iteration 114Q: 3 clusters Score -3297812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3297812.750000 Penalty: 5250.419922
	Iteration 115Q: 3 clusters Score -3297813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3297812.750000 Penalty: 5250.419922
	Iteration 116F: 3 clusters Score -3297813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -416363.406250 Penalty: 2125.400879
	Iteration 0F: 2 clusters Score -416363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -411685.968750 Penalty: 4250.801758
	Iteration 0F: 3 clusters Score -411686 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -412833.250000 Penalty: 4250.801758
	Iteration 1F: 3 clusters Score -412833.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -413065.437500 Penalty: 4250.801758
	Iteration 2F: 3 clusters Score -413065.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -413206.687500 Penalty: 4250.801758
	Iteration 3F: 3 clusters Score -413206.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -413286.593750 Penalty: 4250.801758
	Iteration 4Q: 3 clusters Score -413286.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -413351.500000 Penalty: 4250.801758
	Iteration 5Q: 3 clusters Score -413351.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -413398.281250 Penalty: 4250.801758
	Iteration 6Q: 3 clusters Score -413398.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -413433.218750 Penalty: 4250.801758
	Iteration 7Q: 3 clusters Score -413433.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -413465.093750 Penalty: 4250.801758
	Iteration 8Q: 3 clusters Score -413465.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -413489.125000 Penalty: 4250.801758
	Iteration 9Q: 3 clusters Score -413489.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -413511.750000 Penalty: 4250.801758
	Iteration 10Q: 3 clusters Score -413511.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -413533.031250 Penalty: 4250.801758
	Iteration 11Q: 3 clusters Score -413533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -413551.781250 Penalty: 4250.801758
	Iteration 12Q: 3 clusters Score -413551.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -413574.812500 Penalty: 4250.801758
	Iteration 13Q: 3 clusters Score -413574.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -413601.437500 Penalty: 4250.801758
	Iteration 14Q: 3 clusters Score -413601.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -413632.406250 Penalty: 4250.801758
	Iteration 15Q: 3 clusters Score -413632.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -413656.281250 Penalty: 4250.801758
	Iteration 16Q: 3 clusters Score -413656.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -413674.843750 Penalty: 4250.801758
	Iteration 17Q: 3 clusters Score -413674.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -413694.750000 Penalty: 4250.801758
	Iteration 18Q: 3 clusters Score -413694.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -413714.968750 Penalty: 4250.801758
	Iteration 19Q: 3 clusters Score -413715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -413737.343750 Penalty: 4250.801758
	Iteration 20F: 3 clusters Score -413737.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -413760.468750 Penalty: 4250.801758
	Iteration 21Q: 3 clusters Score -413760.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -413782.468750 Penalty: 4250.801758
	Iteration 22Q: 3 clusters Score -413782.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -413804.531250 Penalty: 4250.801758
	Iteration 23Q: 3 clusters Score -413804.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -413822.281250 Penalty: 4250.801758
	Iteration 24Q: 3 clusters Score -413822.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -413843.718750 Penalty: 4250.801758
	Iteration 25Q: 3 clusters Score -413843.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -413866.031250 Penalty: 4250.801758
	Iteration 26Q: 3 clusters Score -413866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -413890.562500 Penalty: 4250.801758
	Iteration 27Q: 3 clusters Score -413890.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -413916.125000 Penalty: 4250.801758
	Iteration 28Q: 3 clusters Score -413916.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -413933.250000 Penalty: 4250.801758
	Iteration 29Q: 3 clusters Score -413933.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -413957.093750 Penalty: 4250.801758
	Iteration 30Q: 3 clusters Score -413957.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -413986.531250 Penalty: 4250.801758
	Iteration 31Q: 3 clusters Score -413986.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -414020.375000 Penalty: 4250.801758
	Iteration 32Q: 3 clusters Score -414020.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -414046.656250 Penalty: 4250.801758
	Iteration 33Q: 3 clusters Score -414046.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -414069.031250 Penalty: 4250.801758
	Iteration 34Q: 3 clusters Score -414069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -414094.312500 Penalty: 4250.801758
	Iteration 35Q: 3 clusters Score -414094.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -414117.750000 Penalty: 4250.801758
	Iteration 36Q: 3 clusters Score -414117.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -414138.000000 Penalty: 4250.801758
	Iteration 37Q: 3 clusters Score -414138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -414161.500000 Penalty: 4250.801758
	Iteration 38Q: 3 clusters Score -414161.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -414187.437500 Penalty: 4250.801758
	Iteration 39Q: 3 clusters Score -414187.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -414214.156250 Penalty: 4250.801758
	Iteration 40F: 3 clusters Score -414214.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -414244.375000 Penalty: 4250.801758
	Iteration 41Q: 3 clusters Score -414244.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -414271.093750 Penalty: 4250.801758
	Iteration 42Q: 3 clusters Score -414271.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -414295.625000 Penalty: 4250.801758
	Iteration 43Q: 3 clusters Score -414295.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -414319.437500 Penalty: 4250.801758
	Iteration 44Q: 3 clusters Score -414319.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -414338.750000 Penalty: 4250.801758
	Iteration 45Q: 3 clusters Score -414338.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -414355.250000 Penalty: 4250.801758
	Iteration 46Q: 3 clusters Score -414355.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -414365.125000 Penalty: 4250.801758
	Iteration 47Q: 3 clusters Score -414365.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -414379.687500 Penalty: 4250.801758
	Iteration 48Q: 3 clusters Score -414379.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -414395.000000 Penalty: 4250.801758
	Iteration 49Q: 3 clusters Score -414395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -414405.687500 Penalty: 4250.801758
	Iteration 50Q: 3 clusters Score -414405.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -414413.281250 Penalty: 4250.801758
	Iteration 51Q: 3 clusters Score -414413.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -414421.937500 Penalty: 4250.801758
	Iteration 52Q: 3 clusters Score -414421.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -414432.343750 Penalty: 4250.801758
	Iteration 53Q: 3 clusters Score -414432.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -414440.937500 Penalty: 4250.801758
	Iteration 54Q: 3 clusters Score -414440.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -414451.468750 Penalty: 4250.801758
	Iteration 55Q: 3 clusters Score -414451.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -414458.531250 Penalty: 4250.801758
	Iteration 56Q: 3 clusters Score -414458.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -414466.656250 Penalty: 4250.801758
	Iteration 57Q: 3 clusters Score -414466.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -414475.218750 Penalty: 4250.801758
	Iteration 58Q: 3 clusters Score -414475.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -414484.343750 Penalty: 4250.801758
	Iteration 59Q: 3 clusters Score -414484.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -414492.625000 Penalty: 4250.801758
	Iteration 60F: 3 clusters Score -414492.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -414504.593750 Penalty: 4250.801758
	Iteration 61Q: 3 clusters Score -414504.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -414518.812500 Penalty: 4250.801758
	Iteration 62Q: 3 clusters Score -414518.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -414526.562500 Penalty: 4250.801758
	Iteration 63Q: 3 clusters Score -414526.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -414533.406250 Penalty: 4250.801758
	Iteration 64Q: 3 clusters Score -414533.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -414540.625000 Penalty: 4250.801758
	Iteration 65Q: 3 clusters Score -414540.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -414550.750000 Penalty: 4250.801758
	Iteration 66Q: 3 clusters Score -414550.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -414564.625000 Penalty: 4250.801758
	Iteration 67Q: 3 clusters Score -414564.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -414577.125000 Penalty: 4250.801758
	Iteration 68Q: 3 clusters Score -414577.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -414589.875000 Penalty: 4250.801758
	Iteration 69Q: 3 clusters Score -414589.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -414602.843750 Penalty: 4250.801758
	Iteration 70Q: 3 clusters Score -414602.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -414613.218750 Penalty: 4250.801758
	Iteration 71Q: 3 clusters Score -414613.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -414620.437500 Penalty: 4250.801758
	Iteration 72Q: 3 clusters Score -414620.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -414627.031250 Penalty: 4250.801758
	Iteration 73Q: 3 clusters Score -414627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -414635.468750 Penalty: 4250.801758
	Iteration 74Q: 3 clusters Score -414635.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -414645.187500 Penalty: 4250.801758
	Iteration 75Q: 3 clusters Score -414645.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -414655.687500 Penalty: 4250.801758
	Iteration 76Q: 3 clusters Score -414655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -414660.218750 Penalty: 4250.801758
	Iteration 77Q: 3 clusters Score -414660.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -414664.250000 Penalty: 4250.801758
	Iteration 78Q: 3 clusters Score -414664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -414666.562500 Penalty: 4250.801758
	Iteration 79Q: 3 clusters Score -414666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -414669.843750 Penalty: 4250.801758
	Iteration 80F: 3 clusters Score -414669.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -414671.593750 Penalty: 4250.801758
	Iteration 81Q: 3 clusters Score -414671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -414675.218750 Penalty: 4250.801758
	Iteration 82Q: 3 clusters Score -414675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -414678.468750 Penalty: 4250.801758
	Iteration 83Q: 3 clusters Score -414678.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -414681.406250 Penalty: 4250.801758
	Iteration 84Q: 3 clusters Score -414681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -414682.750000 Penalty: 4250.801758
	Iteration 85Q: 3 clusters Score -414682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -414683.500000 Penalty: 4250.801758
	Iteration 86Q: 3 clusters Score -414683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -414684.656250 Penalty: 4250.801758
	Iteration 87Q: 3 clusters Score -414684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -414685.718750 Penalty: 4250.801758
	Iteration 88Q: 3 clusters Score -414685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -414687.750000 Penalty: 4250.801758
	Iteration 89Q: 3 clusters Score -414687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -414689.093750 Penalty: 4250.801758
	Iteration 90Q: 3 clusters Score -414689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -414689.562500 Penalty: 4250.801758
	Iteration 91Q: 3 clusters Score -414689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -414689.656250 Penalty: 4250.801758
	Iteration 92Q: 3 clusters Score -414689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -414691.062500 Penalty: 4250.801758
	Iteration 93Q: 3 clusters Score -414691.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -414693.562500 Penalty: 4250.801758
	Iteration 94Q: 3 clusters Score -414693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -414697.593750 Penalty: 4250.801758
	Iteration 95Q: 3 clusters Score -414697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -414701.125000 Penalty: 4250.801758
	Iteration 96Q: 3 clusters Score -414701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -414703.062500 Penalty: 4250.801758
	Iteration 97Q: 3 clusters Score -414703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -414704.750000 Penalty: 4250.801758
	Iteration 98Q: 3 clusters Score -414704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -414708.093750 Penalty: 4250.801758
	Iteration 99Q: 3 clusters Score -414708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -414711.750000 Penalty: 4250.801758
	Iteration 100F: 3 clusters Score -414711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -414713.687500 Penalty: 4250.801758
	Iteration 101Q: 3 clusters Score -414713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -414716.343750 Penalty: 4250.801758
	Iteration 102Q: 3 clusters Score -414716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -414717.218750 Penalty: 4250.801758
	Iteration 103Q: 3 clusters Score -414717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -414718.687500 Penalty: 4250.801758
	Iteration 104Q: 3 clusters Score -414718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -414722.093750 Penalty: 4250.801758
	Iteration 105Q: 3 clusters Score -414722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -414724.750000 Penalty: 4250.801758
	Iteration 106Q: 3 clusters Score -414724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -414728.031250 Penalty: 4250.801758
	Iteration 107Q: 3 clusters Score -414728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -414729.906250 Penalty: 4250.801758
	Iteration 108Q: 3 clusters Score -414729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -414731.562500 Penalty: 4250.801758
	Iteration 109Q: 3 clusters Score -414731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -414734.375000 Penalty: 4250.801758
	Iteration 110Q: 3 clusters Score -414734.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -414739.906250 Penalty: 4250.801758
	Iteration 111Q: 3 clusters Score -414739.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -414744.406250 Penalty: 4250.801758
	Iteration 112Q: 3 clusters Score -414744.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -414745.062500 Penalty: 4250.801758
	Iteration 113Q: 3 clusters Score -414745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -414747.093750 Penalty: 4250.801758
	Iteration 114Q: 3 clusters Score -414747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -414748.156250 Penalty: 4250.801758
	Iteration 115Q: 3 clusters Score -414748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -414747.593750 Penalty: 4250.801758
	Iteration 116Q: 3 clusters Score -414747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -414747.593750 Penalty: 4250.801758
	Iteration 117F: 3 clusters Score -414747.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Entering Unmasked Estep 
Score: -1352655.750000 Penalty: 2394.223877
	Iteration 0F: 2 clusters Score -1352656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1341493.250000 Penalty: 4788.447754
	Iteration 0F: 3 clusters Score -1341493 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1345108.625000 Penalty: 4788.447754
	Iteration 1F: 3 clusters Score -1345109 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1345530.625000 Penalty: 4788.447754
	Iteration 2F: 3 clusters Score -1345531 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1345881.250000 Penalty: 4788.447754
	Iteration 3F: 3 clusters Score -1345881 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1346160.500000 Penalty: 4788.447754
	Iteration 4Q: 3 clusters Score -1346160 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1346398.000000 Penalty: 4788.447754
	Iteration 5Q: 3 clusters Score -1346398 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1346635.500000 Penalty: 4788.447754
	Iteration 6Q: 3 clusters Score -1346636 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1346894.375000 Penalty: 4788.447754
	Iteration 7Q: 3 clusters Score -1346894 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1347170.000000 Penalty: 4788.447754
	Iteration 8Q: 3 clusters Score -1347170 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1347496.875000 Penalty: 4788.447754
	Iteration 9Q: 3 clusters Score -1347497 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1347850.125000 Penalty: 4788.447754
	Iteration 10Q: 3 clusters Score -1347850 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1348225.125000 Penalty: 4788.447754
	Iteration 11Q: 3 clusters Score -1348225 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1348629.500000 Penalty: 4788.447754
	Iteration 12Q: 3 clusters Score -1348630 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1349048.875000 Penalty: 4788.447754
	Iteration 13Q: 3 clusters Score -1349049 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1349472.875000 Penalty: 4788.447754
	Iteration 14Q: 3 clusters Score -1349473 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1349812.125000 Penalty: 4788.447754
	Iteration 15Q: 3 clusters Score -1349812 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1350093.500000 Penalty: 4788.447754
	Iteration 16Q: 3 clusters Score -1350094 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1350324.250000 Penalty: 4788.447754
	Iteration 17Q: 3 clusters Score -1350324 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1350498.375000 Penalty: 4788.447754
	Iteration 18Q: 3 clusters Score -1350498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1350664.500000 Penalty: 4788.447754
	Iteration 19Q: 3 clusters Score -1350664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1350858.375000 Penalty: 4788.447754
	Iteration 20F: 3 clusters Score -1350858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1350997.875000 Penalty: 4788.447754
	Iteration 21Q: 3 clusters Score -1350998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1351055.375000 Penalty: 4788.447754
	Iteration 22Q: 3 clusters Score -1351055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1351089.875000 Penalty: 4788.447754
	Iteration 23Q: 3 clusters Score -1351090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1351126.875000 Penalty: 4788.447754
	Iteration 24Q: 3 clusters Score -1351127 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1351151.625000 Penalty: 4788.447754
	Iteration 25Q: 3 clusters Score -1351152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1351172.875000 Penalty: 4788.447754
	Iteration 26Q: 3 clusters Score -1351173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1351198.500000 Penalty: 4788.447754
	Iteration 27Q: 3 clusters Score -1351198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1351225.750000 Penalty: 4788.447754
	Iteration 28Q: 3 clusters Score -1351226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1351246.625000 Penalty: 4788.447754
	Iteration 29Q: 3 clusters Score -1351247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1351262.875000 Penalty: 4788.447754
	Iteration 30Q: 3 clusters Score -1351263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1351280.625000 Penalty: 4788.447754
	Iteration 31Q: 3 clusters Score -1351281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1351304.125000 Penalty: 4788.447754
	Iteration 32Q: 3 clusters Score -1351304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1351324.125000 Penalty: 4788.447754
	Iteration 33Q: 3 clusters Score -1351324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1351345.625000 Penalty: 4788.447754
	Iteration 34Q: 3 clusters Score -1351346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1351363.375000 Penalty: 4788.447754
	Iteration 35Q: 3 clusters Score -1351363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1351381.875000 Penalty: 4788.447754
	Iteration 36Q: 3 clusters Score -1351382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1351397.250000 Penalty: 4788.447754
	Iteration 37Q: 3 clusters Score -1351397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1351411.375000 Penalty: 4788.447754
	Iteration 38Q: 3 clusters Score -1351411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1351421.625000 Penalty: 4788.447754
	Iteration 39Q: 3 clusters Score -1351422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1351436.000000 Penalty: 4788.447754
	Iteration 40F: 3 clusters Score -1351436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1351444.125000 Penalty: 4788.447754
	Iteration 41Q: 3 clusters Score -1351444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1351458.000000 Penalty: 4788.447754
	Iteration 42Q: 3 clusters Score -1351458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1351467.875000 Penalty: 4788.447754
	Iteration 43Q: 3 clusters Score -1351468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1351482.750000 Penalty: 4788.447754
	Iteration 44Q: 3 clusters Score -1351483 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1351503.625000 Penalty: 4788.447754
	Iteration 45Q: 3 clusters Score -1351504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1351518.125000 Penalty: 4788.447754
	Iteration 46Q: 3 clusters Score -1351518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1351537.625000 Penalty: 4788.447754
	Iteration 47Q: 3 clusters Score -1351538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1351552.125000 Penalty: 4788.447754
	Iteration 48Q: 3 clusters Score -1351552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1351576.500000 Penalty: 4788.447754
	Iteration 49Q: 3 clusters Score -1351576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1351597.250000 Penalty: 4788.447754
	Iteration 50Q: 3 clusters Score -1351597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1351611.625000 Penalty: 4788.447754
	Iteration 51Q: 3 clusters Score -1351612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1351633.375000 Penalty: 4788.447754
	Iteration 52Q: 3 clusters Score -1351633 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1351656.625000 Penalty: 4788.447754
	Iteration 53Q: 3 clusters Score -1351657 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1351691.000000 Penalty: 4788.447754
	Iteration 54Q: 3 clusters Score -1351691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1351733.750000 Penalty: 4788.447754
	Iteration 55Q: 3 clusters Score -1351734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1351764.375000 Penalty: 4788.447754
	Iteration 56Q: 3 clusters Score -1351764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1351806.625000 Penalty: 4788.447754
	Iteration 57Q: 3 clusters Score -1351807 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1351854.500000 Penalty: 4788.447754
	Iteration 58Q: 3 clusters Score -1351854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1351906.000000 Penalty: 4788.447754
	Iteration 59Q: 3 clusters Score -1351906 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1351973.625000 Penalty: 4788.447754
	Iteration 60F: 3 clusters Score -1351974 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1352089.875000 Penalty: 4788.447754
	Iteration 61Q: 3 clusters Score -1352090 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1352254.500000 Penalty: 4788.447754
	Iteration 62Q: 3 clusters Score -1352254 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1352481.500000 Penalty: 4788.447754
	Iteration 63Q: 3 clusters Score -1352482 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1352783.000000 Penalty: 4788.447754
	Iteration 64Q: 3 clusters Score -1352783 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1353208.250000 Penalty: 4788.447754
	Iteration 65Q: 3 clusters Score -1353208 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1353813.625000 Penalty: 4788.447754
	Iteration 66Q: 3 clusters Score -1353814 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1354715.625000 Penalty: 4788.447754
	Iteration 67F: 3 clusters Score -1354716 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1355782.875000 Penalty: 4788.447754
	Iteration 68F: 3 clusters Score -1355783 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1357048.125000 Penalty: 4788.447754
	Iteration 69F: 3 clusters Score -1357048 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1358642.375000 Penalty: 4788.447754
	Iteration 70F: 3 clusters Score -1358642 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1360449.500000 Penalty: 4788.447754
	Iteration 71Q: 3 clusters Score -1360450 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1361139.125000 Penalty: 4788.447754
	Iteration 72Q: 3 clusters Score -1361139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1361174.375000 Penalty: 4788.447754
	Iteration 73Q: 3 clusters Score -1361174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1361175.000000 Penalty: 4788.447754
	Iteration 74Q: 3 clusters Score -1361175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1361175.250000 Penalty: 4788.447754
	Iteration 75Q: 3 clusters Score -1361175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1361175.250000 Penalty: 4788.447754
	Iteration 76F: 3 clusters Score -1361175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23400 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 9478 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8911 members 
Mstep: Class 10 contains 16727 members 
Mstep: Class 11 contains 39558 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 9176 members 
Mstep: Class 15 contains 50572 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 15439 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7357 members 
Mstep: Class 24 contains 18892 members 
Mstep: Class 25 contains 14467 members 
Mstep: Class 26 contains 7056 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 4502 members 
Mstep: Class 30 contains 92051 members 
Mstep: Class 31 contains 5303 members 
Mstep: Class 32 contains 10373 members 
Entering Unmasked Estep 
Score: -38170672.000000 Penalty: 103566.023438
Splitting cluster 13 changes total score from -38163112.000000 to -38170672.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (9176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Entering Unmasked Estep 
Score: -762933.187500 Penalty: 2262.837891
	Iteration 0F: 2 clusters Score -762933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -755790.062500 Penalty: 4525.675781
	Iteration 0F: 3 clusters Score -755790.1 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -757786.250000 Penalty: 4525.675781
	Iteration 1F: 3 clusters Score -757786.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -758105.250000 Penalty: 4525.675781
	Iteration 2F: 3 clusters Score -758105.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -758366.250000 Penalty: 4525.675781
	Iteration 3F: 3 clusters Score -758366.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -758604.687500 Penalty: 4525.675781
	Iteration 4Q: 3 clusters Score -758604.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -758844.312500 Penalty: 4525.675781
	Iteration 5Q: 3 clusters Score -758844.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -759049.250000 Penalty: 4525.675781
	Iteration 6Q: 3 clusters Score -759049.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -759214.000000 Penalty: 4525.675781
	Iteration 7Q: 3 clusters Score -759214 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -759360.500000 Penalty: 4525.675781
	Iteration 8Q: 3 clusters Score -759360.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -759496.875000 Penalty: 4525.675781
	Iteration 9Q: 3 clusters Score -759496.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -759618.000000 Penalty: 4525.675781
	Iteration 10Q: 3 clusters Score -759618 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -759750.500000 Penalty: 4525.675781
	Iteration 11Q: 3 clusters Score -759750.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -759859.187500 Penalty: 4525.675781
	Iteration 12Q: 3 clusters Score -759859.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -759949.875000 Penalty: 4525.675781
	Iteration 13Q: 3 clusters Score -759949.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -760045.937500 Penalty: 4525.675781
	Iteration 14Q: 3 clusters Score -760045.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -760125.187500 Penalty: 4525.675781
	Iteration 15Q: 3 clusters Score -760125.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -760188.625000 Penalty: 4525.675781
	Iteration 16Q: 3 clusters Score -760188.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -760250.000000 Penalty: 4525.675781
	Iteration 17Q: 3 clusters Score -760250 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -760306.125000 Penalty: 4525.675781
	Iteration 18Q: 3 clusters Score -760306.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -760365.812500 Penalty: 4525.675781
	Iteration 19Q: 3 clusters Score -760365.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -760437.250000 Penalty: 4525.675781
	Iteration 20F: 3 clusters Score -760437.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -760501.750000 Penalty: 4525.675781
	Iteration 21Q: 3 clusters Score -760501.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -760562.187500 Penalty: 4525.675781
	Iteration 22Q: 3 clusters Score -760562.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -760615.250000 Penalty: 4525.675781
	Iteration 23Q: 3 clusters Score -760615.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -760666.250000 Penalty: 4525.675781
	Iteration 24Q: 3 clusters Score -760666.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -760711.625000 Penalty: 4525.675781
	Iteration 25Q: 3 clusters Score -760711.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -760762.812500 Penalty: 4525.675781
	Iteration 26Q: 3 clusters Score -760762.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -760817.687500 Penalty: 4525.675781
	Iteration 27Q: 3 clusters Score -760817.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -760870.000000 Penalty: 4525.675781
	Iteration 28Q: 3 clusters Score -760870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -760931.812500 Penalty: 4525.675781
	Iteration 29Q: 3 clusters Score -760931.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -760994.500000 Penalty: 4525.675781
	Iteration 30Q: 3 clusters Score -760994.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -761054.187500 Penalty: 4525.675781
	Iteration 31Q: 3 clusters Score -761054.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -761115.125000 Penalty: 4525.675781
	Iteration 32Q: 3 clusters Score -761115.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -761173.500000 Penalty: 4525.675781
	Iteration 33Q: 3 clusters Score -761173.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -761216.500000 Penalty: 4525.675781
	Iteration 34Q: 3 clusters Score -761216.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -761271.687500 Penalty: 4525.675781
	Iteration 35Q: 3 clusters Score -761271.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -761320.812500 Penalty: 4525.675781
	Iteration 36Q: 3 clusters Score -761320.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -761361.937500 Penalty: 4525.675781
	Iteration 37Q: 3 clusters Score -761361.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -761403.687500 Penalty: 4525.675781
	Iteration 38Q: 3 clusters Score -761403.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -761431.437500 Penalty: 4525.675781
	Iteration 39Q: 3 clusters Score -761431.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -761453.000000 Penalty: 4525.675781
	Iteration 40F: 3 clusters Score -761453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -761470.625000 Penalty: 4525.675781
	Iteration 41Q: 3 clusters Score -761470.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -761482.687500 Penalty: 4525.675781
	Iteration 42Q: 3 clusters Score -761482.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -761492.437500 Penalty: 4525.675781
	Iteration 43Q: 3 clusters Score -761492.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -761502.750000 Penalty: 4525.675781
	Iteration 44Q: 3 clusters Score -761502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -761504.500000 Penalty: 4525.675781
	Iteration 45Q: 3 clusters Score -761504.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -761506.625000 Penalty: 4525.675781
	Iteration 46Q: 3 clusters Score -761506.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -761510.437500 Penalty: 4525.675781
	Iteration 47Q: 3 clusters Score -761510.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -761512.812500 Penalty: 4525.675781
	Iteration 48Q: 3 clusters Score -761512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -761514.562500 Penalty: 4525.675781
	Iteration 49Q: 3 clusters Score -761514.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -761517.687500 Penalty: 4525.675781
	Iteration 50Q: 3 clusters Score -761517.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -761518.625000 Penalty: 4525.675781
	Iteration 51Q: 3 clusters Score -761518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -761521.812500 Penalty: 4525.675781
	Iteration 52Q: 3 clusters Score -761521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -761522.312500 Penalty: 4525.675781
	Iteration 53Q: 3 clusters Score -761522.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -761522.312500 Penalty: 4525.675781
	Iteration 54F: 3 clusters Score -761522.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Entering Unmasked Estep 
Score: -4378208.000000 Penalty: 2686.125977
	Iteration 0F: 2 clusters Score -4378208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -4344255.000000 Penalty: 5372.251953
	Iteration 0F: 3 clusters Score -4344255 nChanged 23399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4357765.000000 Penalty: 5372.251953
	Iteration 1F: 3 clusters Score -4357765 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -4358698.000000 Penalty: 5372.251953
	Iteration 2Q: 3 clusters Score -4358698 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -4359744.000000 Penalty: 5372.251953
	Iteration 3Q: 3 clusters Score -4359744 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -4360966.500000 Penalty: 5372.251953
	Iteration 4F: 3 clusters Score -4360966 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4362456.500000 Penalty: 5372.251953
	Iteration 5F: 3 clusters Score -4362456 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4364332.000000 Penalty: 5372.251953
	Iteration 6F: 3 clusters Score -4364332 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -4366405.500000 Penalty: 5372.251953
	Iteration 7F: 3 clusters Score -4366406 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -4368543.000000 Penalty: 5372.251953
	Iteration 8F: 3 clusters Score -4368543 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -4370383.000000 Penalty: 5372.251953
	Iteration 9Q: 3 clusters Score -4370383 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -4371851.500000 Penalty: 5372.251953
	Iteration 10Q: 3 clusters Score -4371852 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -4372982.000000 Penalty: 5372.251953
	Iteration 11Q: 3 clusters Score -4372982 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -4373782.000000 Penalty: 5372.251953
	Iteration 12Q: 3 clusters Score -4373782 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -4374370.500000 Penalty: 5372.251953
	Iteration 13Q: 3 clusters Score -4374370 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -4374787.000000 Penalty: 5372.251953
	Iteration 14Q: 3 clusters Score -4374787 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -4375077.000000 Penalty: 5372.251953
	Iteration 15Q: 3 clusters Score -4375077 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -4375279.000000 Penalty: 5372.251953
	Iteration 16Q: 3 clusters Score -4375279 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -4375414.500000 Penalty: 5372.251953
	Iteration 17Q: 3 clusters Score -4375414 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -4375508.000000 Penalty: 5372.251953
	Iteration 18Q: 3 clusters Score -4375508 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -4375572.500000 Penalty: 5372.251953
	Iteration 19Q: 3 clusters Score -4375572 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -4375635.000000 Penalty: 5372.251953
	Iteration 20F: 3 clusters Score -4375635 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -4375681.500000 Penalty: 5372.251953
	Iteration 21Q: 3 clusters Score -4375682 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -4375737.000000 Penalty: 5372.251953
	Iteration 22Q: 3 clusters Score -4375737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -4375763.000000 Penalty: 5372.251953
	Iteration 23Q: 3 clusters Score -4375763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -4375798.000000 Penalty: 5372.251953
	Iteration 24Q: 3 clusters Score -4375798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -4375840.500000 Penalty: 5372.251953
	Iteration 25Q: 3 clusters Score -4375840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -4375854.500000 Penalty: 5372.251953
	Iteration 26Q: 3 clusters Score -4375854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -4375865.000000 Penalty: 5372.251953
	Iteration 27Q: 3 clusters Score -4375865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -4375882.500000 Penalty: 5372.251953
	Iteration 28Q: 3 clusters Score -4375882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -4375895.500000 Penalty: 5372.251953
	Iteration 29Q: 3 clusters Score -4375896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -4375902.500000 Penalty: 5372.251953
	Iteration 30Q: 3 clusters Score -4375902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -4375910.500000 Penalty: 5372.251953
	Iteration 31Q: 3 clusters Score -4375910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -4375914.500000 Penalty: 5372.251953
	Iteration 32Q: 3 clusters Score -4375914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -4375915.000000 Penalty: 5372.251953
	Iteration 33Q: 3 clusters Score -4375915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -4375919.000000 Penalty: 5372.251953
	Iteration 34Q: 3 clusters Score -4375919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -4375925.500000 Penalty: 5372.251953
	Iteration 35Q: 3 clusters Score -4375926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -4375922.500000 Penalty: 5372.251953
	Iteration 36Q: 3 clusters Score -4375922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -4375922.500000 Penalty: 5372.251953
	Iteration 37Q: 3 clusters Score -4375922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -4375924.000000 Penalty: 5372.251953
	Iteration 38Q: 3 clusters Score -4375924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -4375924.000000 Penalty: 5372.251953
	Iteration 39F: 3 clusters Score -4375924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Entering Unmasked Estep 
Score: -765779.562500 Penalty: 2268.026611
	Iteration 0F: 2 clusters Score -765779.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -758557.812500 Penalty: 4536.053223
	Iteration 0F: 3 clusters Score -758557.8 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -760908.000000 Penalty: 4536.053223
	Iteration 1F: 3 clusters Score -760908 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -761583.125000 Penalty: 4536.053223
	Iteration 2F: 3 clusters Score -761583.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -762251.312500 Penalty: 4536.053223
	Iteration 3F: 3 clusters Score -762251.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -762880.375000 Penalty: 4536.053223
	Iteration 4F: 3 clusters Score -762880.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -763400.000000 Penalty: 4536.053223
	Iteration 5F: 3 clusters Score -763400 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -763760.375000 Penalty: 4536.053223
	Iteration 6F: 3 clusters Score -763760.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -763997.437500 Penalty: 4536.053223
	Iteration 7Q: 3 clusters Score -763997.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -764121.875000 Penalty: 4536.053223
	Iteration 8Q: 3 clusters Score -764121.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -764192.062500 Penalty: 4536.053223
	Iteration 9Q: 3 clusters Score -764192.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -764232.375000 Penalty: 4536.053223
	Iteration 10Q: 3 clusters Score -764232.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -764260.187500 Penalty: 4536.053223
	Iteration 11Q: 3 clusters Score -764260.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -764283.625000 Penalty: 4536.053223
	Iteration 12Q: 3 clusters Score -764283.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -764296.187500 Penalty: 4536.053223
	Iteration 13Q: 3 clusters Score -764296.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -764306.937500 Penalty: 4536.053223
	Iteration 14Q: 3 clusters Score -764306.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -764309.562500 Penalty: 4536.053223
	Iteration 15Q: 3 clusters Score -764309.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -764312.062500 Penalty: 4536.053223
	Iteration 16Q: 3 clusters Score -764312.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -764312.250000 Penalty: 4536.053223
	Iteration 17Q: 3 clusters Score -764312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -764315.187500 Penalty: 4536.053223
	Iteration 18Q: 3 clusters Score -764315.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -764316.437500 Penalty: 4536.053223
	Iteration 19Q: 3 clusters Score -764316.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -764316.250000 Penalty: 4536.053223
	Iteration 20F: 3 clusters Score -764316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -764317.187500 Penalty: 4536.053223
	Iteration 21Q: 3 clusters Score -764317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -764319.312500 Penalty: 4536.053223
	Iteration 22Q: 3 clusters Score -764319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -764319.000000 Penalty: 4536.053223
	Iteration 23Q: 3 clusters Score -764319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -764320.562500 Penalty: 4536.053223
	Iteration 24Q: 3 clusters Score -764320.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -764320.750000 Penalty: 4536.053223
	Iteration 25Q: 3 clusters Score -764320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -764322.312500 Penalty: 4536.053223
	Iteration 26Q: 3 clusters Score -764322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -764323.312500 Penalty: 4536.053223
	Iteration 27Q: 3 clusters Score -764323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -764324.562500 Penalty: 4536.053223
	Iteration 28Q: 3 clusters Score -764324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -764323.250000 Penalty: 4536.053223
	Iteration 29Q: 3 clusters Score -764323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -764323.000000 Penalty: 4536.053223
	Iteration 30Q: 3 clusters Score -764323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -764324.062500 Penalty: 4536.053223
	Iteration 31Q: 3 clusters Score -764324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -764324.875000 Penalty: 4536.053223
	Iteration 32Q: 3 clusters Score -764324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -764324.625000 Penalty: 4536.053223
	Iteration 33Q: 3 clusters Score -764324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -764324.437500 Penalty: 4536.053223
	Iteration 34Q: 3 clusters Score -764324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -764327.750000 Penalty: 4536.053223
	Iteration 35Q: 3 clusters Score -764327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -764328.000000 Penalty: 4536.053223
	Iteration 36Q: 3 clusters Score -764328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -764327.687500 Penalty: 4536.053223
	Iteration 37Q: 3 clusters Score -764327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -764328.062500 Penalty: 4536.053223
	Iteration 38Q: 3 clusters Score -764328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -764328.875000 Penalty: 4536.053223
	Iteration 39Q: 3 clusters Score -764328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -764329.375000 Penalty: 4536.053223
	Iteration 40F: 3 clusters Score -764329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -764331.500000 Penalty: 4536.053223
	Iteration 41Q: 3 clusters Score -764331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -764332.062500 Penalty: 4536.053223
	Iteration 42Q: 3 clusters Score -764332.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -764331.687500 Penalty: 4536.053223
	Iteration 43Q: 3 clusters Score -764331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -764333.062500 Penalty: 4536.053223
	Iteration 44Q: 3 clusters Score -764333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -764334.312500 Penalty: 4536.053223
	Iteration 45Q: 3 clusters Score -764334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -764334.875000 Penalty: 4536.053223
	Iteration 46Q: 3 clusters Score -764334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -764335.937500 Penalty: 4536.053223
	Iteration 47Q: 3 clusters Score -764335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -764335.375000 Penalty: 4536.053223
	Iteration 48Q: 3 clusters Score -764335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -764336.312500 Penalty: 4536.053223
	Iteration 49Q: 3 clusters Score -764336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -764336.250000 Penalty: 4536.053223
	Iteration 50Q: 3 clusters Score -764336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -764336.562500 Penalty: 4536.053223
	Iteration 51Q: 3 clusters Score -764336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -764337.562500 Penalty: 4536.053223
	Iteration 52Q: 3 clusters Score -764337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -764337.125000 Penalty: 4536.053223
	Iteration 53Q: 3 clusters Score -764337.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -764337.125000 Penalty: 4536.053223
	Iteration 54F: 3 clusters Score -764337.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Entering Unmasked Estep 
Score: -1001341.250000 Penalty: 2319.686523
	Iteration 0F: 2 clusters Score -1001341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -992770.250000 Penalty: 4639.373047
	Iteration 0F: 3 clusters Score -992770.2 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -995267.375000 Penalty: 4639.373047
	Iteration 1F: 3 clusters Score -995267.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -995548.312500 Penalty: 4639.373047
	Iteration 2F: 3 clusters Score -995548.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -995732.187500 Penalty: 4639.373047
	Iteration 3Q: 3 clusters Score -995732.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -995867.062500 Penalty: 4639.373047
	Iteration 4Q: 3 clusters Score -995867.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -996006.062500 Penalty: 4639.373047
	Iteration 5Q: 3 clusters Score -996006.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -996141.812500 Penalty: 4639.373047
	Iteration 6Q: 3 clusters Score -996141.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -996285.125000 Penalty: 4639.373047
	Iteration 7Q: 3 clusters Score -996285.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -996423.375000 Penalty: 4639.373047
	Iteration 8Q: 3 clusters Score -996423.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -996589.937500 Penalty: 4639.373047
	Iteration 9Q: 3 clusters Score -996589.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -996810.437500 Penalty: 4639.373047
	Iteration 10Q: 3 clusters Score -996810.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -997086.312500 Penalty: 4639.373047
	Iteration 11Q: 3 clusters Score -997086.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -997497.062500 Penalty: 4639.373047
	Iteration 12Q: 3 clusters Score -997497.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -998358.187500 Penalty: 4639.373047
	Iteration 13F: 3 clusters Score -998358.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1000163.812500 Penalty: 4639.373047
	Iteration 14F: 3 clusters Score -1000164 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1001906.437500 Penalty: 4639.373047
	Iteration 15F: 3 clusters Score -1001906 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1002817.812500 Penalty: 4639.373047
	Iteration 16F: 3 clusters Score -1002818 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1003547.500000 Penalty: 4639.373047
	Iteration 17Q: 3 clusters Score -1003548 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1004211.312500 Penalty: 4639.373047
	Iteration 18Q: 3 clusters Score -1004211 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1004880.625000 Penalty: 4639.373047
	Iteration 19Q: 3 clusters Score -1004881 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1005432.937500 Penalty: 4639.373047
	Iteration 20F: 3 clusters Score -1005433 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1005686.812500 Penalty: 4639.373047
	Iteration 21Q: 3 clusters Score -1005687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1005739.625000 Penalty: 4639.373047
	Iteration 22Q: 3 clusters Score -1005740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1005749.187500 Penalty: 4639.373047
	Iteration 23Q: 3 clusters Score -1005749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1005748.250000 Penalty: 4639.373047
	Iteration 24Q: 3 clusters Score -1005748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1005748.250000 Penalty: 4639.373047
	Iteration 25F: 3 clusters Score -1005748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23400 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 9478 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8911 members 
Mstep: Class 10 contains 16727 members 
Mstep: Class 11 contains 39558 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 9176 members 
Mstep: Class 15 contains 50572 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 15439 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7357 members 
Mstep: Class 24 contains 18892 members 
Mstep: Class 25 contains 14467 members 
Mstep: Class 26 contains 7056 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 4502 members 
Mstep: Class 30 contains 92051 members 
Mstep: Class 31 contains 5303 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 4827 members 
Entering Unmasked Estep 
Score: -38174252.000000 Penalty: 106802.460938
Splitting cluster 17 changes total score from -38163112.000000 to -38174252.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (7865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Entering Unmasked Estep 
Score: -592023.562500 Penalty: 2224.604004
	Iteration 0F: 2 clusters Score -592023.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -585688.500000 Penalty: 4449.208008
	Iteration 0F: 3 clusters Score -585688.5 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -587466.875000 Penalty: 4449.208008
	Iteration 1F: 3 clusters Score -587466.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -587860.937500 Penalty: 4449.208008
	Iteration 2F: 3 clusters Score -587860.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -588180.875000 Penalty: 4449.208008
	Iteration 3F: 3 clusters Score -588180.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -588517.687500 Penalty: 4449.208008
	Iteration 4F: 3 clusters Score -588517.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -588882.562500 Penalty: 4449.208008
	Iteration 5F: 3 clusters Score -588882.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -589246.875000 Penalty: 4449.208008
	Iteration 6F: 3 clusters Score -589246.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -589597.750000 Penalty: 4449.208008
	Iteration 7F: 3 clusters Score -589597.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -589903.500000 Penalty: 4449.208008
	Iteration 8Q: 3 clusters Score -589903.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -590123.062500 Penalty: 4449.208008
	Iteration 9Q: 3 clusters Score -590123.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -590286.437500 Penalty: 4449.208008
	Iteration 10Q: 3 clusters Score -590286.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -590401.875000 Penalty: 4449.208008
	Iteration 11Q: 3 clusters Score -590401.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -590485.000000 Penalty: 4449.208008
	Iteration 12Q: 3 clusters Score -590485 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -590560.312500 Penalty: 4449.208008
	Iteration 13Q: 3 clusters Score -590560.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -590632.125000 Penalty: 4449.208008
	Iteration 14Q: 3 clusters Score -590632.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -590678.625000 Penalty: 4449.208008
	Iteration 15Q: 3 clusters Score -590678.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -590704.437500 Penalty: 4449.208008
	Iteration 16Q: 3 clusters Score -590704.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -590721.250000 Penalty: 4449.208008
	Iteration 17Q: 3 clusters Score -590721.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -590732.500000 Penalty: 4449.208008
	Iteration 18Q: 3 clusters Score -590732.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -590741.125000 Penalty: 4449.208008
	Iteration 19Q: 3 clusters Score -590741.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -590747.500000 Penalty: 4449.208008
	Iteration 20F: 3 clusters Score -590747.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -590753.500000 Penalty: 4449.208008
	Iteration 21Q: 3 clusters Score -590753.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -590756.437500 Penalty: 4449.208008
	Iteration 22Q: 3 clusters Score -590756.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -590759.437500 Penalty: 4449.208008
	Iteration 23Q: 3 clusters Score -590759.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -590760.750000 Penalty: 4449.208008
	Iteration 24Q: 3 clusters Score -590760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -590764.062500 Penalty: 4449.208008
	Iteration 25Q: 3 clusters Score -590764.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -590767.687500 Penalty: 4449.208008
	Iteration 26Q: 3 clusters Score -590767.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -590768.750000 Penalty: 4449.208008
	Iteration 27Q: 3 clusters Score -590768.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -590777.937500 Penalty: 4449.208008
	Iteration 28Q: 3 clusters Score -590777.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -590783.000000 Penalty: 4449.208008
	Iteration 29Q: 3 clusters Score -590783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -590787.875000 Penalty: 4449.208008
	Iteration 30Q: 3 clusters Score -590787.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -590792.875000 Penalty: 4449.208008
	Iteration 31Q: 3 clusters Score -590792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -590794.625000 Penalty: 4449.208008
	Iteration 32Q: 3 clusters Score -590794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -590797.375000 Penalty: 4449.208008
	Iteration 33Q: 3 clusters Score -590797.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -590800.187500 Penalty: 4449.208008
	Iteration 34Q: 3 clusters Score -590800.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -590803.812500 Penalty: 4449.208008
	Iteration 35Q: 3 clusters Score -590803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -590806.812500 Penalty: 4449.208008
	Iteration 36Q: 3 clusters Score -590806.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -590809.000000 Penalty: 4449.208008
	Iteration 37Q: 3 clusters Score -590809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -590813.500000 Penalty: 4449.208008
	Iteration 38Q: 3 clusters Score -590813.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -590818.125000 Penalty: 4449.208008
	Iteration 39Q: 3 clusters Score -590818.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -590823.562500 Penalty: 4449.208008
	Iteration 40F: 3 clusters Score -590823.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -590831.562500 Penalty: 4449.208008
	Iteration 41Q: 3 clusters Score -590831.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -590836.812500 Penalty: 4449.208008
	Iteration 42Q: 3 clusters Score -590836.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -590837.437500 Penalty: 4449.208008
	Iteration 43Q: 3 clusters Score -590837.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -590842.437500 Penalty: 4449.208008
	Iteration 44Q: 3 clusters Score -590842.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -590842.937500 Penalty: 4449.208008
	Iteration 45Q: 3 clusters Score -590842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -590845.562500 Penalty: 4449.208008
	Iteration 46Q: 3 clusters Score -590845.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -590846.562500 Penalty: 4449.208008
	Iteration 47Q: 3 clusters Score -590846.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -590849.500000 Penalty: 4449.208008
	Iteration 48Q: 3 clusters Score -590849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -590849.062500 Penalty: 4449.208008
	Iteration 49Q: 3 clusters Score -590849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -590850.750000 Penalty: 4449.208008
	Iteration 50Q: 3 clusters Score -590850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -590851.437500 Penalty: 4449.208008
	Iteration 51Q: 3 clusters Score -590851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -590852.187500 Penalty: 4449.208008
	Iteration 52Q: 3 clusters Score -590852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -590852.500000 Penalty: 4449.208008
	Iteration 53Q: 3 clusters Score -590852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -590852.812500 Penalty: 4449.208008
	Iteration 54Q: 3 clusters Score -590852.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -590854.187500 Penalty: 4449.208008
	Iteration 55Q: 3 clusters Score -590854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -590854.125000 Penalty: 4449.208008
	Iteration 56Q: 3 clusters Score -590854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -590853.687500 Penalty: 4449.208008
	Iteration 57Q: 3 clusters Score -590853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -590853.500000 Penalty: 4449.208008
	Iteration 58Q: 3 clusters Score -590853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -590854.125000 Penalty: 4449.208008
	Iteration 59Q: 3 clusters Score -590854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -590854.125000 Penalty: 4449.208008
	Iteration 60F: 3 clusters Score -590854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Entering Unmasked Estep 
Score: -408133.656250 Penalty: 2122.562256
	Iteration 0F: 2 clusters Score -408133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -403495.062500 Penalty: 4245.124512
	Iteration 0F: 3 clusters Score -403495.1 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -404713.218750 Penalty: 4245.124512
	Iteration 1F: 3 clusters Score -404713.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -404991.968750 Penalty: 4245.124512
	Iteration 2F: 3 clusters Score -404992 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -405173.843750 Penalty: 4245.124512
	Iteration 3F: 3 clusters Score -405173.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -405309.218750 Penalty: 4245.124512
	Iteration 4Q: 3 clusters Score -405309.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -405423.968750 Penalty: 4245.124512
	Iteration 5Q: 3 clusters Score -405424 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -405509.656250 Penalty: 4245.124512
	Iteration 6Q: 3 clusters Score -405509.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -405581.187500 Penalty: 4245.124512
	Iteration 7Q: 3 clusters Score -405581.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -405655.156250 Penalty: 4245.124512
	Iteration 8Q: 3 clusters Score -405655.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -405710.000000 Penalty: 4245.124512
	Iteration 9Q: 3 clusters Score -405710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -405774.062500 Penalty: 4245.124512
	Iteration 10Q: 3 clusters Score -405774.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -405855.812500 Penalty: 4245.124512
	Iteration 11Q: 3 clusters Score -405855.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -405944.156250 Penalty: 4245.124512
	Iteration 12Q: 3 clusters Score -405944.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -406027.156250 Penalty: 4245.124512
	Iteration 13Q: 3 clusters Score -406027.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -406124.187500 Penalty: 4245.124512
	Iteration 14Q: 3 clusters Score -406124.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -406231.468750 Penalty: 4245.124512
	Iteration 15Q: 3 clusters Score -406231.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -406363.781250 Penalty: 4245.124512
	Iteration 16Q: 3 clusters Score -406363.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -406517.843750 Penalty: 4245.124512
	Iteration 17Q: 3 clusters Score -406517.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -406709.062500 Penalty: 4245.124512
	Iteration 18Q: 3 clusters Score -406709.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -406835.187500 Penalty: 4245.124512
	Iteration 19Q: 3 clusters Score -406835.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -406960.437500 Penalty: 4245.124512
	Iteration 20F: 3 clusters Score -406960.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -407062.031250 Penalty: 4245.124512
	Iteration 21Q: 3 clusters Score -407062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -407149.406250 Penalty: 4245.124512
	Iteration 22Q: 3 clusters Score -407149.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -407223.718750 Penalty: 4245.124512
	Iteration 23Q: 3 clusters Score -407223.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -407269.031250 Penalty: 4245.124512
	Iteration 24Q: 3 clusters Score -407269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -407299.656250 Penalty: 4245.124512
	Iteration 25Q: 3 clusters Score -407299.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -407315.937500 Penalty: 4245.124512
	Iteration 26Q: 3 clusters Score -407315.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -407335.781250 Penalty: 4245.124512
	Iteration 27Q: 3 clusters Score -407335.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -407348.187500 Penalty: 4245.124512
	Iteration 28Q: 3 clusters Score -407348.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -407353.656250 Penalty: 4245.124512
	Iteration 29Q: 3 clusters Score -407353.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -407358.281250 Penalty: 4245.124512
	Iteration 30Q: 3 clusters Score -407358.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -407361.281250 Penalty: 4245.124512
	Iteration 31Q: 3 clusters Score -407361.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -407368.312500 Penalty: 4245.124512
	Iteration 32Q: 3 clusters Score -407368.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -407374.406250 Penalty: 4245.124512
	Iteration 33Q: 3 clusters Score -407374.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -407380.406250 Penalty: 4245.124512
	Iteration 34Q: 3 clusters Score -407380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -407383.687500 Penalty: 4245.124512
	Iteration 35Q: 3 clusters Score -407383.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -407386.625000 Penalty: 4245.124512
	Iteration 36Q: 3 clusters Score -407386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -407390.156250 Penalty: 4245.124512
	Iteration 37Q: 3 clusters Score -407390.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -407394.156250 Penalty: 4245.124512
	Iteration 38Q: 3 clusters Score -407394.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -407396.187500 Penalty: 4245.124512
	Iteration 39Q: 3 clusters Score -407396.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -407397.812500 Penalty: 4245.124512
	Iteration 40F: 3 clusters Score -407397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -407398.906250 Penalty: 4245.124512
	Iteration 41Q: 3 clusters Score -407398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -407399.156250 Penalty: 4245.124512
	Iteration 42Q: 3 clusters Score -407399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -407400.125000 Penalty: 4245.124512
	Iteration 43Q: 3 clusters Score -407400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -407400.812500 Penalty: 4245.124512
	Iteration 44Q: 3 clusters Score -407400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -407401.625000 Penalty: 4245.124512
	Iteration 45Q: 3 clusters Score -407401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -407401.750000 Penalty: 4245.124512
	Iteration 46Q: 3 clusters Score -407401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -407401.750000 Penalty: 4245.124512
	Iteration 47F: 3 clusters Score -407401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Entering Unmasked Estep 
Score: -1075188.000000 Penalty: 2334.999512
	Iteration 0F: 2 clusters Score -1075188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1066058.375000 Penalty: 4669.999023
	Iteration 0F: 3 clusters Score -1066058 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1068861.500000 Penalty: 4669.999023
	Iteration 1F: 3 clusters Score -1068862 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1069265.750000 Penalty: 4669.999023
	Iteration 2F: 3 clusters Score -1069266 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1069717.250000 Penalty: 4669.999023
	Iteration 3F: 3 clusters Score -1069717 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1070162.750000 Penalty: 4669.999023
	Iteration 4F: 3 clusters Score -1070163 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1070542.875000 Penalty: 4669.999023
	Iteration 5Q: 3 clusters Score -1070543 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1070847.500000 Penalty: 4669.999023
	Iteration 6Q: 3 clusters Score -1070848 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1071097.125000 Penalty: 4669.999023
	Iteration 7Q: 3 clusters Score -1071097 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1071320.375000 Penalty: 4669.999023
	Iteration 8Q: 3 clusters Score -1071320 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1071516.125000 Penalty: 4669.999023
	Iteration 9Q: 3 clusters Score -1071516 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1071678.125000 Penalty: 4669.999023
	Iteration 10Q: 3 clusters Score -1071678 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1071805.250000 Penalty: 4669.999023
	Iteration 11Q: 3 clusters Score -1071805 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1071911.625000 Penalty: 4669.999023
	Iteration 12Q: 3 clusters Score -1071912 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1072013.000000 Penalty: 4669.999023
	Iteration 13Q: 3 clusters Score -1072013 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1072095.250000 Penalty: 4669.999023
	Iteration 14Q: 3 clusters Score -1072095 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1072178.625000 Penalty: 4669.999023
	Iteration 15Q: 3 clusters Score -1072179 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1072264.250000 Penalty: 4669.999023
	Iteration 16Q: 3 clusters Score -1072264 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1072334.375000 Penalty: 4669.999023
	Iteration 17Q: 3 clusters Score -1072334 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1072411.500000 Penalty: 4669.999023
	Iteration 18Q: 3 clusters Score -1072412 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1072495.875000 Penalty: 4669.999023
	Iteration 19Q: 3 clusters Score -1072496 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1072574.250000 Penalty: 4669.999023
	Iteration 20F: 3 clusters Score -1072574 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1072656.500000 Penalty: 4669.999023
	Iteration 21Q: 3 clusters Score -1072656 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1072733.000000 Penalty: 4669.999023
	Iteration 22Q: 3 clusters Score -1072733 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1072788.500000 Penalty: 4669.999023
	Iteration 23Q: 3 clusters Score -1072788 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1072837.125000 Penalty: 4669.999023
	Iteration 24Q: 3 clusters Score -1072837 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1072891.000000 Penalty: 4669.999023
	Iteration 25Q: 3 clusters Score -1072891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1072935.250000 Penalty: 4669.999023
	Iteration 26Q: 3 clusters Score -1072935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1072976.000000 Penalty: 4669.999023
	Iteration 27Q: 3 clusters Score -1072976 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1073020.125000 Penalty: 4669.999023
	Iteration 28Q: 3 clusters Score -1073020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1073071.000000 Penalty: 4669.999023
	Iteration 29Q: 3 clusters Score -1073071 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1073119.500000 Penalty: 4669.999023
	Iteration 30Q: 3 clusters Score -1073120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1073167.750000 Penalty: 4669.999023
	Iteration 31Q: 3 clusters Score -1073168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1073206.500000 Penalty: 4669.999023
	Iteration 32Q: 3 clusters Score -1073206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1073229.125000 Penalty: 4669.999023
	Iteration 33Q: 3 clusters Score -1073229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1073246.875000 Penalty: 4669.999023
	Iteration 34Q: 3 clusters Score -1073247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1073271.750000 Penalty: 4669.999023
	Iteration 35Q: 3 clusters Score -1073272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1073301.500000 Penalty: 4669.999023
	Iteration 36Q: 3 clusters Score -1073302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1073322.250000 Penalty: 4669.999023
	Iteration 37Q: 3 clusters Score -1073322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1073336.500000 Penalty: 4669.999023
	Iteration 38Q: 3 clusters Score -1073336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1073346.125000 Penalty: 4669.999023
	Iteration 39Q: 3 clusters Score -1073346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1073356.875000 Penalty: 4669.999023
	Iteration 40F: 3 clusters Score -1073357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1073368.375000 Penalty: 4669.999023
	Iteration 41Q: 3 clusters Score -1073368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1073374.625000 Penalty: 4669.999023
	Iteration 42Q: 3 clusters Score -1073375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1073383.500000 Penalty: 4669.999023
	Iteration 43Q: 3 clusters Score -1073384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1073391.625000 Penalty: 4669.999023
	Iteration 44Q: 3 clusters Score -1073392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1073398.250000 Penalty: 4669.999023
	Iteration 45Q: 3 clusters Score -1073398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1073404.875000 Penalty: 4669.999023
	Iteration 46Q: 3 clusters Score -1073405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1073410.250000 Penalty: 4669.999023
	Iteration 47Q: 3 clusters Score -1073410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1073415.250000 Penalty: 4669.999023
	Iteration 48Q: 3 clusters Score -1073415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1073415.500000 Penalty: 4669.999023
	Iteration 49Q: 3 clusters Score -1073416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1073416.750000 Penalty: 4669.999023
	Iteration 50Q: 3 clusters Score -1073417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1073416.750000 Penalty: 4669.999023
	Iteration 51F: 3 clusters Score -1073417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Entering Unmasked Estep 
Score: -1350692.625000 Penalty: 2391.873779
	Iteration 0F: 2 clusters Score -1350693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1339582.125000 Penalty: 4783.747559
	Iteration 0F: 3 clusters Score -1339582 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1343060.375000 Penalty: 4783.747559
	Iteration 1F: 3 clusters Score -1343060 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1343395.250000 Penalty: 4783.747559
	Iteration 2F: 3 clusters Score -1343395 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1343646.250000 Penalty: 4783.747559
	Iteration 3Q: 3 clusters Score -1343646 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1343852.125000 Penalty: 4783.747559
	Iteration 4Q: 3 clusters Score -1343852 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1344034.625000 Penalty: 4783.747559
	Iteration 5Q: 3 clusters Score -1344035 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1344189.125000 Penalty: 4783.747559
	Iteration 6Q: 3 clusters Score -1344189 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1344340.375000 Penalty: 4783.747559
	Iteration 7Q: 3 clusters Score -1344340 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1344491.500000 Penalty: 4783.747559
	Iteration 8Q: 3 clusters Score -1344492 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1344638.875000 Penalty: 4783.747559
	Iteration 9Q: 3 clusters Score -1344639 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1344788.875000 Penalty: 4783.747559
	Iteration 10Q: 3 clusters Score -1344789 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1344973.500000 Penalty: 4783.747559
	Iteration 11Q: 3 clusters Score -1344974 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1345217.000000 Penalty: 4783.747559
	Iteration 12Q: 3 clusters Score -1345217 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1345536.125000 Penalty: 4783.747559
	Iteration 13Q: 3 clusters Score -1345536 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1345908.375000 Penalty: 4783.747559
	Iteration 14Q: 3 clusters Score -1345908 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1346297.750000 Penalty: 4783.747559
	Iteration 15Q: 3 clusters Score -1346298 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1346641.875000 Penalty: 4783.747559
	Iteration 16Q: 3 clusters Score -1346642 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1346924.125000 Penalty: 4783.747559
	Iteration 17Q: 3 clusters Score -1346924 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1347168.125000 Penalty: 4783.747559
	Iteration 18Q: 3 clusters Score -1347168 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1347351.250000 Penalty: 4783.747559
	Iteration 19Q: 3 clusters Score -1347351 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1347507.750000 Penalty: 4783.747559
	Iteration 20F: 3 clusters Score -1347508 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1347654.750000 Penalty: 4783.747559
	Iteration 21Q: 3 clusters Score -1347655 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1347777.250000 Penalty: 4783.747559
	Iteration 22Q: 3 clusters Score -1347777 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1347890.625000 Penalty: 4783.747559
	Iteration 23Q: 3 clusters Score -1347891 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1347992.500000 Penalty: 4783.747559
	Iteration 24Q: 3 clusters Score -1347992 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1348074.875000 Penalty: 4783.747559
	Iteration 25Q: 3 clusters Score -1348075 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1348162.250000 Penalty: 4783.747559
	Iteration 26Q: 3 clusters Score -1348162 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1348227.125000 Penalty: 4783.747559
	Iteration 27Q: 3 clusters Score -1348227 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1348286.500000 Penalty: 4783.747559
	Iteration 28Q: 3 clusters Score -1348286 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1348342.875000 Penalty: 4783.747559
	Iteration 29Q: 3 clusters Score -1348343 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1348394.500000 Penalty: 4783.747559
	Iteration 30Q: 3 clusters Score -1348394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1348425.750000 Penalty: 4783.747559
	Iteration 31Q: 3 clusters Score -1348426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1348462.875000 Penalty: 4783.747559
	Iteration 32Q: 3 clusters Score -1348463 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1348495.125000 Penalty: 4783.747559
	Iteration 33Q: 3 clusters Score -1348495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1348521.375000 Penalty: 4783.747559
	Iteration 34Q: 3 clusters Score -1348521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1348542.125000 Penalty: 4783.747559
	Iteration 35Q: 3 clusters Score -1348542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1348565.250000 Penalty: 4783.747559
	Iteration 36Q: 3 clusters Score -1348565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1348589.125000 Penalty: 4783.747559
	Iteration 37Q: 3 clusters Score -1348589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1348611.375000 Penalty: 4783.747559
	Iteration 38Q: 3 clusters Score -1348611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1348637.375000 Penalty: 4783.747559
	Iteration 39Q: 3 clusters Score -1348637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1348647.875000 Penalty: 4783.747559
	Iteration 40F: 3 clusters Score -1348648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1348662.625000 Penalty: 4783.747559
	Iteration 41Q: 3 clusters Score -1348663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1348677.500000 Penalty: 4783.747559
	Iteration 42Q: 3 clusters Score -1348678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1348690.875000 Penalty: 4783.747559
	Iteration 43Q: 3 clusters Score -1348691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1348697.375000 Penalty: 4783.747559
	Iteration 44Q: 3 clusters Score -1348697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1348707.375000 Penalty: 4783.747559
	Iteration 45Q: 3 clusters Score -1348707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1348710.125000 Penalty: 4783.747559
	Iteration 46Q: 3 clusters Score -1348710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1348712.625000 Penalty: 4783.747559
	Iteration 47Q: 3 clusters Score -1348713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1348720.875000 Penalty: 4783.747559
	Iteration 48Q: 3 clusters Score -1348721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1348725.750000 Penalty: 4783.747559
	Iteration 49Q: 3 clusters Score -1348726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1348728.250000 Penalty: 4783.747559
	Iteration 50Q: 3 clusters Score -1348728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1348734.000000 Penalty: 4783.747559
	Iteration 51Q: 3 clusters Score -1348734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1348737.375000 Penalty: 4783.747559
	Iteration 52Q: 3 clusters Score -1348737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1348740.000000 Penalty: 4783.747559
	Iteration 53Q: 3 clusters Score -1348740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1348739.000000 Penalty: 4783.747559
	Iteration 54Q: 3 clusters Score -1348739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1348739.000000 Penalty: 4783.747559
	Iteration 55F: 3 clusters Score -1348739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -341603.531250 Penalty: 2054.619629
	Iteration 0F: 2 clusters Score -341603.5 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 1962 members 
Entering Unmasked Estep 
Score: -337782.250000 Penalty: 4109.239258
	Iteration 0F: 3 clusters Score -337782.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -338718.062500 Penalty: 4109.239258
	Iteration 1F: 3 clusters Score -338718.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -339031.000000 Penalty: 4109.239258
	Iteration 2F: 3 clusters Score -339031 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -339289.562500 Penalty: 4109.239258
	Iteration 3F: 3 clusters Score -339289.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -339554.750000 Penalty: 4109.239258
	Iteration 4F: 3 clusters Score -339554.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -339821.156250 Penalty: 4109.239258
	Iteration 5F: 3 clusters Score -339821.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -340048.468750 Penalty: 4109.239258
	Iteration 6F: 3 clusters Score -340048.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -340219.468750 Penalty: 4109.239258
	Iteration 7Q: 3 clusters Score -340219.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -340350.531250 Penalty: 4109.239258
	Iteration 8Q: 3 clusters Score -340350.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -340421.187500 Penalty: 4109.239258
	Iteration 9Q: 3 clusters Score -340421.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -340450.843750 Penalty: 4109.239258
	Iteration 10Q: 3 clusters Score -340450.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -340466.093750 Penalty: 4109.239258
	Iteration 11Q: 3 clusters Score -340466.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -340473.843750 Penalty: 4109.239258
	Iteration 12Q: 3 clusters Score -340473.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -340479.000000 Penalty: 4109.239258
	Iteration 13Q: 3 clusters Score -340479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -340480.687500 Penalty: 4109.239258
	Iteration 14Q: 3 clusters Score -340480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -340485.406250 Penalty: 4109.239258
	Iteration 15Q: 3 clusters Score -340485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -340488.562500 Penalty: 4109.239258
	Iteration 16Q: 3 clusters Score -340488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -340491.250000 Penalty: 4109.239258
	Iteration 17Q: 3 clusters Score -340491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -340492.000000 Penalty: 4109.239258
	Iteration 18Q: 3 clusters Score -340492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -340492.625000 Penalty: 4109.239258
	Iteration 19Q: 3 clusters Score -340492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -340494.156250 Penalty: 4109.239258
	Iteration 20F: 3 clusters Score -340494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -340494.625000 Penalty: 4109.239258
	Iteration 21Q: 3 clusters Score -340494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -340495.312500 Penalty: 4109.239258
	Iteration 22Q: 3 clusters Score -340495.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -340495.312500 Penalty: 4109.239258
	Iteration 23F: 3 clusters Score -340495.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Entering Unmasked Estep 
Score: -702825.500000 Penalty: 2208.044922
	Iteration 0F: 2 clusters Score -702825.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -696825.312500 Penalty: 4416.089844
	Iteration 0F: 3 clusters Score -696825.3 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -698386.000000 Penalty: 4416.089844
	Iteration 1F: 3 clusters Score -698386 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -698691.437500 Penalty: 4416.089844
	Iteration 2F: 3 clusters Score -698691.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -698885.750000 Penalty: 4416.089844
	Iteration 3F: 3 clusters Score -698885.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -699033.375000 Penalty: 4416.089844
	Iteration 4Q: 3 clusters Score -699033.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -699143.437500 Penalty: 4416.089844
	Iteration 5Q: 3 clusters Score -699143.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -699233.000000 Penalty: 4416.089844
	Iteration 6Q: 3 clusters Score -699233 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -699324.125000 Penalty: 4416.089844
	Iteration 7Q: 3 clusters Score -699324.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -699419.750000 Penalty: 4416.089844
	Iteration 8Q: 3 clusters Score -699419.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -699517.937500 Penalty: 4416.089844
	Iteration 9Q: 3 clusters Score -699517.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -699623.312500 Penalty: 4416.089844
	Iteration 10Q: 3 clusters Score -699623.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -699745.312500 Penalty: 4416.089844
	Iteration 11Q: 3 clusters Score -699745.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -699878.062500 Penalty: 4416.089844
	Iteration 12Q: 3 clusters Score -699878.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -700035.375000 Penalty: 4416.089844
	Iteration 13Q: 3 clusters Score -700035.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -700221.062500 Penalty: 4416.089844
	Iteration 14Q: 3 clusters Score -700221.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -700369.625000 Penalty: 4416.089844
	Iteration 15Q: 3 clusters Score -700369.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -700483.437500 Penalty: 4416.089844
	Iteration 16Q: 3 clusters Score -700483.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -700582.687500 Penalty: 4416.089844
	Iteration 17Q: 3 clusters Score -700582.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -700680.812500 Penalty: 4416.089844
	Iteration 18Q: 3 clusters Score -700680.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -700749.187500 Penalty: 4416.089844
	Iteration 19Q: 3 clusters Score -700749.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -700795.250000 Penalty: 4416.089844
	Iteration 20F: 3 clusters Score -700795.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -700819.875000 Penalty: 4416.089844
	Iteration 21Q: 3 clusters Score -700819.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -700833.562500 Penalty: 4416.089844
	Iteration 22Q: 3 clusters Score -700833.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -700852.437500 Penalty: 4416.089844
	Iteration 23Q: 3 clusters Score -700852.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -700882.312500 Penalty: 4416.089844
	Iteration 24Q: 3 clusters Score -700882.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -700904.562500 Penalty: 4416.089844
	Iteration 25Q: 3 clusters Score -700904.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -700933.875000 Penalty: 4416.089844
	Iteration 26Q: 3 clusters Score -700933.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -700967.937500 Penalty: 4416.089844
	Iteration 27Q: 3 clusters Score -700967.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -700987.125000 Penalty: 4416.089844
	Iteration 28Q: 3 clusters Score -700987.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -701001.000000 Penalty: 4416.089844
	Iteration 29Q: 3 clusters Score -701001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -701015.000000 Penalty: 4416.089844
	Iteration 30Q: 3 clusters Score -701015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -701027.125000 Penalty: 4416.089844
	Iteration 31Q: 3 clusters Score -701027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -701033.937500 Penalty: 4416.089844
	Iteration 32Q: 3 clusters Score -701033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -701040.812500 Penalty: 4416.089844
	Iteration 33Q: 3 clusters Score -701040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -701040.375000 Penalty: 4416.089844
	Iteration 34Q: 3 clusters Score -701040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -701041.625000 Penalty: 4416.089844
	Iteration 35Q: 3 clusters Score -701041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -701041.625000 Penalty: 4416.089844
	Iteration 36F: 3 clusters Score -701041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Entering Unmasked Estep 
Score: -1601781.500000 Penalty: 2441.930420
	Iteration 0F: 2 clusters Score -1601782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1588344.375000 Penalty: 4883.860840
	Iteration 0F: 3 clusters Score -1588344 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1592830.625000 Penalty: 4883.860840
	Iteration 1F: 3 clusters Score -1592831 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1593306.625000 Penalty: 4883.860840
	Iteration 2F: 3 clusters Score -1593307 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1593787.750000 Penalty: 4883.860840
	Iteration 3F: 3 clusters Score -1593788 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1594257.875000 Penalty: 4883.860840
	Iteration 4F: 3 clusters Score -1594258 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1594700.625000 Penalty: 4883.860840
	Iteration 5Q: 3 clusters Score -1594701 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1595143.250000 Penalty: 4883.860840
	Iteration 6Q: 3 clusters Score -1595143 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1595527.625000 Penalty: 4883.860840
	Iteration 7Q: 3 clusters Score -1595528 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1595845.875000 Penalty: 4883.860840
	Iteration 8Q: 3 clusters Score -1595846 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1596122.875000 Penalty: 4883.860840
	Iteration 9Q: 3 clusters Score -1596123 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1596351.375000 Penalty: 4883.860840
	Iteration 10Q: 3 clusters Score -1596351 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1596585.500000 Penalty: 4883.860840
	Iteration 11Q: 3 clusters Score -1596586 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1596814.625000 Penalty: 4883.860840
	Iteration 12Q: 3 clusters Score -1596815 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1597082.875000 Penalty: 4883.860840
	Iteration 13Q: 3 clusters Score -1597083 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1597341.750000 Penalty: 4883.860840
	Iteration 14Q: 3 clusters Score -1597342 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1597594.250000 Penalty: 4883.860840
	Iteration 15Q: 3 clusters Score -1597594 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1597770.500000 Penalty: 4883.860840
	Iteration 16Q: 3 clusters Score -1597770 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1597890.125000 Penalty: 4883.860840
	Iteration 17Q: 3 clusters Score -1597890 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1597964.625000 Penalty: 4883.860840
	Iteration 18Q: 3 clusters Score -1597965 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1598013.250000 Penalty: 4883.860840
	Iteration 19Q: 3 clusters Score -1598013 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1598068.000000 Penalty: 4883.860840
	Iteration 20F: 3 clusters Score -1598068 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1598109.125000 Penalty: 4883.860840
	Iteration 21Q: 3 clusters Score -1598109 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1598158.875000 Penalty: 4883.860840
	Iteration 22Q: 3 clusters Score -1598159 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1598189.750000 Penalty: 4883.860840
	Iteration 23Q: 3 clusters Score -1598190 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1598231.250000 Penalty: 4883.860840
	Iteration 24Q: 3 clusters Score -1598231 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1598266.500000 Penalty: 4883.860840
	Iteration 25Q: 3 clusters Score -1598266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1598301.875000 Penalty: 4883.860840
	Iteration 26Q: 3 clusters Score -1598302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1598333.500000 Penalty: 4883.860840
	Iteration 27Q: 3 clusters Score -1598334 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1598362.375000 Penalty: 4883.860840
	Iteration 28Q: 3 clusters Score -1598362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1598385.375000 Penalty: 4883.860840
	Iteration 29Q: 3 clusters Score -1598385 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1598413.125000 Penalty: 4883.860840
	Iteration 30Q: 3 clusters Score -1598413 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1598438.000000 Penalty: 4883.860840
	Iteration 31Q: 3 clusters Score -1598438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1598454.875000 Penalty: 4883.860840
	Iteration 32Q: 3 clusters Score -1598455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1598464.125000 Penalty: 4883.860840
	Iteration 33Q: 3 clusters Score -1598464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1598474.000000 Penalty: 4883.860840
	Iteration 34Q: 3 clusters Score -1598474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1598499.875000 Penalty: 4883.860840
	Iteration 35Q: 3 clusters Score -1598500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1598506.875000 Penalty: 4883.860840
	Iteration 36Q: 3 clusters Score -1598507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1598519.375000 Penalty: 4883.860840
	Iteration 37Q: 3 clusters Score -1598519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1598528.375000 Penalty: 4883.860840
	Iteration 38Q: 3 clusters Score -1598528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1598542.875000 Penalty: 4883.860840
	Iteration 39Q: 3 clusters Score -1598543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1598557.750000 Penalty: 4883.860840
	Iteration 40F: 3 clusters Score -1598558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1598564.125000 Penalty: 4883.860840
	Iteration 41Q: 3 clusters Score -1598564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1598573.875000 Penalty: 4883.860840
	Iteration 42Q: 3 clusters Score -1598574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1598587.000000 Penalty: 4883.860840
	Iteration 43Q: 3 clusters Score -1598587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1598596.375000 Penalty: 4883.860840
	Iteration 44Q: 3 clusters Score -1598596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1598610.250000 Penalty: 4883.860840
	Iteration 45Q: 3 clusters Score -1598610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1598622.875000 Penalty: 4883.860840
	Iteration 46Q: 3 clusters Score -1598623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1598632.750000 Penalty: 4883.860840
	Iteration 47Q: 3 clusters Score -1598633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1598635.500000 Penalty: 4883.860840
	Iteration 48Q: 3 clusters Score -1598636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1598642.250000 Penalty: 4883.860840
	Iteration 49Q: 3 clusters Score -1598642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1598655.750000 Penalty: 4883.860840
	Iteration 50Q: 3 clusters Score -1598656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1598662.125000 Penalty: 4883.860840
	Iteration 51Q: 3 clusters Score -1598662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1598670.250000 Penalty: 4883.860840
	Iteration 52Q: 3 clusters Score -1598670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1598678.750000 Penalty: 4883.860840
	Iteration 53Q: 3 clusters Score -1598679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1598677.625000 Penalty: 4883.860840
	Iteration 54Q: 3 clusters Score -1598678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1598687.250000 Penalty: 4883.860840
	Iteration 55Q: 3 clusters Score -1598687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1598692.375000 Penalty: 4883.860840
	Iteration 56Q: 3 clusters Score -1598692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1598693.875000 Penalty: 4883.860840
	Iteration 57Q: 3 clusters Score -1598694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1598698.625000 Penalty: 4883.860840
	Iteration 58Q: 3 clusters Score -1598699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1598704.625000 Penalty: 4883.860840
	Iteration 59Q: 3 clusters Score -1598705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1598706.625000 Penalty: 4883.860840
	Iteration 60F: 3 clusters Score -1598707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1598706.500000 Penalty: 4883.860840
	Iteration 61Q: 3 clusters Score -1598706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1598711.625000 Penalty: 4883.860840
	Iteration 62Q: 3 clusters Score -1598712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1598709.500000 Penalty: 4883.860840
	Iteration 63Q: 3 clusters Score -1598710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1598709.875000 Penalty: 4883.860840
	Iteration 64Q: 3 clusters Score -1598710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1598712.250000 Penalty: 4883.860840
	Iteration 65Q: 3 clusters Score -1598712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1598712.500000 Penalty: 4883.860840
	Iteration 66Q: 3 clusters Score -1598712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1598713.750000 Penalty: 4883.860840
	Iteration 67Q: 3 clusters Score -1598714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1598715.750000 Penalty: 4883.860840
	Iteration 68Q: 3 clusters Score -1598716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1598717.500000 Penalty: 4883.860840
	Iteration 69Q: 3 clusters Score -1598718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1598714.625000 Penalty: 4883.860840
	Iteration 70Q: 3 clusters Score -1598715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1598714.875000 Penalty: 4883.860840
	Iteration 71Q: 3 clusters Score -1598715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1598715.250000 Penalty: 4883.860840
	Iteration 72Q: 3 clusters Score -1598715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1598720.375000 Penalty: 4883.860840
	Iteration 73Q: 3 clusters Score -1598720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1598728.375000 Penalty: 4883.860840
	Iteration 74Q: 3 clusters Score -1598728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1598734.500000 Penalty: 4883.860840
	Iteration 75Q: 3 clusters Score -1598734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1598735.500000 Penalty: 4883.860840
	Iteration 76Q: 3 clusters Score -1598736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1598733.750000 Penalty: 4883.860840
	Iteration 77Q: 3 clusters Score -1598734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1598745.750000 Penalty: 4883.860840
	Iteration 78Q: 3 clusters Score -1598746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1598740.250000 Penalty: 4883.860840
	Iteration 79Q: 3 clusters Score -1598740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1598746.875000 Penalty: 4883.860840
	Iteration 80F: 3 clusters Score -1598747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1598755.500000 Penalty: 4883.860840
	Iteration 81Q: 3 clusters Score -1598756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1598755.125000 Penalty: 4883.860840
	Iteration 82Q: 3 clusters Score -1598755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1598757.500000 Penalty: 4883.860840
	Iteration 83Q: 3 clusters Score -1598758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1598757.250000 Penalty: 4883.860840
	Iteration 84Q: 3 clusters Score -1598757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1598756.750000 Penalty: 4883.860840
	Iteration 85Q: 3 clusters Score -1598757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1598760.625000 Penalty: 4883.860840
	Iteration 86Q: 3 clusters Score -1598761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1598759.625000 Penalty: 4883.860840
	Iteration 87Q: 3 clusters Score -1598760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1598761.625000 Penalty: 4883.860840
	Iteration 88Q: 3 clusters Score -1598762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1598760.875000 Penalty: 4883.860840
	Iteration 89Q: 3 clusters Score -1598761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1598762.000000 Penalty: 4883.860840
	Iteration 90Q: 3 clusters Score -1598762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1598763.375000 Penalty: 4883.860840
	Iteration 91Q: 3 clusters Score -1598763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1598763.250000 Penalty: 4883.860840
	Iteration 92Q: 3 clusters Score -1598763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1598764.375000 Penalty: 4883.860840
	Iteration 93Q: 3 clusters Score -1598764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1598763.750000 Penalty: 4883.860840
	Iteration 94Q: 3 clusters Score -1598764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1598767.000000 Penalty: 4883.860840
	Iteration 95Q: 3 clusters Score -1598767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1598775.125000 Penalty: 4883.860840
	Iteration 96Q: 3 clusters Score -1598775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1598780.875000 Penalty: 4883.860840
	Iteration 97Q: 3 clusters Score -1598781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1598785.125000 Penalty: 4883.860840
	Iteration 98Q: 3 clusters Score -1598785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1598791.250000 Penalty: 4883.860840
	Iteration 99Q: 3 clusters Score -1598791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1598794.500000 Penalty: 4883.860840
	Iteration 100F: 3 clusters Score -1598794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1598801.500000 Penalty: 4883.860840
	Iteration 101Q: 3 clusters Score -1598802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1598803.500000 Penalty: 4883.860840
	Iteration 102Q: 3 clusters Score -1598804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1598810.125000 Penalty: 4883.860840
	Iteration 103Q: 3 clusters Score -1598810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1598808.000000 Penalty: 4883.860840
	Iteration 104Q: 3 clusters Score -1598808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1598811.625000 Penalty: 4883.860840
	Iteration 105Q: 3 clusters Score -1598812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1598813.000000 Penalty: 4883.860840
	Iteration 106Q: 3 clusters Score -1598813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1598815.125000 Penalty: 4883.860840
	Iteration 107Q: 3 clusters Score -1598815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1598818.875000 Penalty: 4883.860840
	Iteration 108Q: 3 clusters Score -1598819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1598819.375000 Penalty: 4883.860840
	Iteration 109Q: 3 clusters Score -1598819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1598822.000000 Penalty: 4883.860840
	Iteration 110Q: 3 clusters Score -1598822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1598822.875000 Penalty: 4883.860840
	Iteration 111Q: 3 clusters Score -1598823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1598821.250000 Penalty: 4883.860840
	Iteration 112Q: 3 clusters Score -1598821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1598821.875000 Penalty: 4883.860840
	Iteration 113Q: 3 clusters Score -1598822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1598822.125000 Penalty: 4883.860840
	Iteration 114Q: 3 clusters Score -1598822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1598821.625000 Penalty: 4883.860840
	Iteration 115Q: 3 clusters Score -1598822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1598825.500000 Penalty: 4883.860840
	Iteration 116Q: 3 clusters Score -1598826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1598824.625000 Penalty: 4883.860840
	Iteration 117Q: 3 clusters Score -1598825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1598827.500000 Penalty: 4883.860840
	Iteration 118Q: 3 clusters Score -1598828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1598830.250000 Penalty: 4883.860840
	Iteration 119Q: 3 clusters Score -1598830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1598828.750000 Penalty: 4883.860840
	Iteration 120F: 3 clusters Score -1598829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1598829.375000 Penalty: 4883.860840
	Iteration 121Q: 3 clusters Score -1598829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1598831.500000 Penalty: 4883.860840
	Iteration 122Q: 3 clusters Score -1598832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1598826.375000 Penalty: 4883.860840
	Iteration 123Q: 3 clusters Score -1598826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1598826.500000 Penalty: 4883.860840
	Iteration 124Q: 3 clusters Score -1598826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1598828.250000 Penalty: 4883.860840
	Iteration 125Q: 3 clusters Score -1598828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1598824.875000 Penalty: 4883.860840
	Iteration 126Q: 3 clusters Score -1598825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1598827.250000 Penalty: 4883.860840
	Iteration 127Q: 3 clusters Score -1598827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1598828.750000 Penalty: 4883.860840
	Iteration 128Q: 3 clusters Score -1598829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1598827.500000 Penalty: 4883.860840
	Iteration 129Q: 3 clusters Score -1598828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1598831.375000 Penalty: 4883.860840
	Iteration 130Q: 3 clusters Score -1598831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1598831.875000 Penalty: 4883.860840
	Iteration 131Q: 3 clusters Score -1598832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1598833.625000 Penalty: 4883.860840
	Iteration 132Q: 3 clusters Score -1598834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1598833.625000 Penalty: 4883.860840
	Iteration 133Q: 3 clusters Score -1598834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1598828.875000 Penalty: 4883.860840
	Iteration 134Q: 3 clusters Score -1598829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1598835.625000 Penalty: 4883.860840
	Iteration 135Q: 3 clusters Score -1598836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1598834.250000 Penalty: 4883.860840
	Iteration 136Q: 3 clusters Score -1598834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1598837.125000 Penalty: 4883.860840
	Iteration 137Q: 3 clusters Score -1598837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1598833.000000 Penalty: 4883.860840
	Iteration 138Q: 3 clusters Score -1598833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1598837.000000 Penalty: 4883.860840
	Iteration 139Q: 3 clusters Score -1598837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1598838.500000 Penalty: 4883.860840
	Iteration 140F: 3 clusters Score -1598838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1598836.875000 Penalty: 4883.860840
	Iteration 141Q: 3 clusters Score -1598837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1598842.125000 Penalty: 4883.860840
	Iteration 142Q: 3 clusters Score -1598842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1598842.375000 Penalty: 4883.860840
	Iteration 143Q: 3 clusters Score -1598842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1598847.125000 Penalty: 4883.860840
	Iteration 144Q: 3 clusters Score -1598847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1598851.875000 Penalty: 4883.860840
	Iteration 145Q: 3 clusters Score -1598852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1598854.750000 Penalty: 4883.860840
	Iteration 146Q: 3 clusters Score -1598855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1598854.375000 Penalty: 4883.860840
	Iteration 147Q: 3 clusters Score -1598854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1598855.875000 Penalty: 4883.860840
	Iteration 148Q: 3 clusters Score -1598856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1598855.625000 Penalty: 4883.860840
	Iteration 149Q: 3 clusters Score -1598856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1598852.375000 Penalty: 4883.860840
	Iteration 150Q: 3 clusters Score -1598852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1598856.125000 Penalty: 4883.860840
	Iteration 151Q: 3 clusters Score -1598856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1598858.750000 Penalty: 4883.860840
	Iteration 152Q: 3 clusters Score -1598859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1598862.000000 Penalty: 4883.860840
	Iteration 153Q: 3 clusters Score -1598862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1598857.500000 Penalty: 4883.860840
	Iteration 154Q: 3 clusters Score -1598858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1598865.500000 Penalty: 4883.860840
	Iteration 155Q: 3 clusters Score -1598866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1598869.875000 Penalty: 4883.860840
	Iteration 156Q: 3 clusters Score -1598870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1598868.375000 Penalty: 4883.860840
	Iteration 157Q: 3 clusters Score -1598868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1598872.625000 Penalty: 4883.860840
	Iteration 158Q: 3 clusters Score -1598873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1598874.500000 Penalty: 4883.860840
	Iteration 159Q: 3 clusters Score -1598874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1598869.375000 Penalty: 4883.860840
	Iteration 160F: 3 clusters Score -1598869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1598874.250000 Penalty: 4883.860840
	Iteration 161Q: 3 clusters Score -1598874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1598875.000000 Penalty: 4883.860840
	Iteration 162Q: 3 clusters Score -1598875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1598881.250000 Penalty: 4883.860840
	Iteration 163Q: 3 clusters Score -1598881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1598884.000000 Penalty: 4883.860840
	Iteration 164Q: 3 clusters Score -1598884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1598886.625000 Penalty: 4883.860840
	Iteration 165Q: 3 clusters Score -1598887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1598887.125000 Penalty: 4883.860840
	Iteration 166Q: 3 clusters Score -1598887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1598888.750000 Penalty: 4883.860840
	Iteration 167Q: 3 clusters Score -1598889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1598889.250000 Penalty: 4883.860840
	Iteration 168Q: 3 clusters Score -1598889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1598888.250000 Penalty: 4883.860840
	Iteration 169Q: 3 clusters Score -1598888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1598888.750000 Penalty: 4883.860840
	Iteration 170Q: 3 clusters Score -1598889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1598889.375000 Penalty: 4883.860840
	Iteration 171Q: 3 clusters Score -1598889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1598894.750000 Penalty: 4883.860840
	Iteration 172Q: 3 clusters Score -1598895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1598896.000000 Penalty: 4883.860840
	Iteration 173Q: 3 clusters Score -1598896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1598896.000000 Penalty: 4883.860840
	Iteration 174Q: 3 clusters Score -1598896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1598897.000000 Penalty: 4883.860840
	Iteration 175Q: 3 clusters Score -1598897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1598896.875000 Penalty: 4883.860840
	Iteration 176Q: 3 clusters Score -1598897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1598899.625000 Penalty: 4883.860840
	Iteration 177Q: 3 clusters Score -1598900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1598898.375000 Penalty: 4883.860840
	Iteration 178Q: 3 clusters Score -1598898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1598898.875000 Penalty: 4883.860840
	Iteration 179Q: 3 clusters Score -1598899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1598898.875000 Penalty: 4883.860840
	Iteration 180F: 3 clusters Score -1598899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1598899.500000 Penalty: 4883.860840
	Iteration 181Q: 3 clusters Score -1598900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1598899.125000 Penalty: 4883.860840
	Iteration 182Q: 3 clusters Score -1598899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1598898.125000 Penalty: 4883.860840
	Iteration 183Q: 3 clusters Score -1598898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1598899.375000 Penalty: 4883.860840
	Iteration 184Q: 3 clusters Score -1598899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1598899.375000 Penalty: 4883.860840
	Iteration 185F: 3 clusters Score -1598899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Entering Unmasked Estep 
Score: -1252215.750000 Penalty: 2375.747070
	Iteration 0F: 2 clusters Score -1252216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1241721.125000 Penalty: 4751.494141
	Iteration 0F: 3 clusters Score -1241721 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1245035.375000 Penalty: 4751.494141
	Iteration 1F: 3 clusters Score -1245035 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1245530.750000 Penalty: 4751.494141
	Iteration 2F: 3 clusters Score -1245531 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1246121.375000 Penalty: 4751.494141
	Iteration 3F: 3 clusters Score -1246121 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1246788.000000 Penalty: 4751.494141
	Iteration 4F: 3 clusters Score -1246788 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1247484.500000 Penalty: 4751.494141
	Iteration 5F: 3 clusters Score -1247484 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1248196.500000 Penalty: 4751.494141
	Iteration 6F: 3 clusters Score -1248196 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1248796.250000 Penalty: 4751.494141
	Iteration 7F: 3 clusters Score -1248796 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1249280.875000 Penalty: 4751.494141
	Iteration 8Q: 3 clusters Score -1249281 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1249672.500000 Penalty: 4751.494141
	Iteration 9Q: 3 clusters Score -1249672 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1249974.000000 Penalty: 4751.494141
	Iteration 10Q: 3 clusters Score -1249974 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1250167.375000 Penalty: 4751.494141
	Iteration 11Q: 3 clusters Score -1250167 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1250309.000000 Penalty: 4751.494141
	Iteration 12Q: 3 clusters Score -1250309 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1250405.375000 Penalty: 4751.494141
	Iteration 13Q: 3 clusters Score -1250405 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1250475.875000 Penalty: 4751.494141
	Iteration 14Q: 3 clusters Score -1250476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1250529.500000 Penalty: 4751.494141
	Iteration 15Q: 3 clusters Score -1250530 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1250580.250000 Penalty: 4751.494141
	Iteration 16Q: 3 clusters Score -1250580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1250605.375000 Penalty: 4751.494141
	Iteration 17Q: 3 clusters Score -1250605 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1250630.500000 Penalty: 4751.494141
	Iteration 18Q: 3 clusters Score -1250630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1250651.375000 Penalty: 4751.494141
	Iteration 19Q: 3 clusters Score -1250651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1250662.250000 Penalty: 4751.494141
	Iteration 20F: 3 clusters Score -1250662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1250674.000000 Penalty: 4751.494141
	Iteration 21Q: 3 clusters Score -1250674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1250682.750000 Penalty: 4751.494141
	Iteration 22Q: 3 clusters Score -1250683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1250686.750000 Penalty: 4751.494141
	Iteration 23Q: 3 clusters Score -1250687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1250694.125000 Penalty: 4751.494141
	Iteration 24Q: 3 clusters Score -1250694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1250696.750000 Penalty: 4751.494141
	Iteration 25Q: 3 clusters Score -1250697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1250698.250000 Penalty: 4751.494141
	Iteration 26Q: 3 clusters Score -1250698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1250703.375000 Penalty: 4751.494141
	Iteration 27Q: 3 clusters Score -1250703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1250702.625000 Penalty: 4751.494141
	Iteration 28Q: 3 clusters Score -1250703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1250709.625000 Penalty: 4751.494141
	Iteration 29Q: 3 clusters Score -1250710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1250714.125000 Penalty: 4751.494141
	Iteration 30Q: 3 clusters Score -1250714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1250722.625000 Penalty: 4751.494141
	Iteration 31Q: 3 clusters Score -1250723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1250724.500000 Penalty: 4751.494141
	Iteration 32Q: 3 clusters Score -1250724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1250725.625000 Penalty: 4751.494141
	Iteration 33Q: 3 clusters Score -1250726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1250727.125000 Penalty: 4751.494141
	Iteration 34Q: 3 clusters Score -1250727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1250731.875000 Penalty: 4751.494141
	Iteration 35Q: 3 clusters Score -1250732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1250730.625000 Penalty: 4751.494141
	Iteration 36Q: 3 clusters Score -1250731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1250732.250000 Penalty: 4751.494141
	Iteration 37Q: 3 clusters Score -1250732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1250735.125000 Penalty: 4751.494141
	Iteration 38Q: 3 clusters Score -1250735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1250737.375000 Penalty: 4751.494141
	Iteration 39Q: 3 clusters Score -1250737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1250738.500000 Penalty: 4751.494141
	Iteration 40F: 3 clusters Score -1250738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1250739.000000 Penalty: 4751.494141
	Iteration 41Q: 3 clusters Score -1250739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1250739.000000 Penalty: 4751.494141
	Iteration 42F: 3 clusters Score -1250739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -572049.562500 Penalty: 2197.685059
	Iteration 0F: 2 clusters Score -572049.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -566248.750000 Penalty: 4395.370117
	Iteration 0F: 3 clusters Score -566248.8 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -567820.875000 Penalty: 4395.370117
	Iteration 1F: 3 clusters Score -567820.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -568090.250000 Penalty: 4395.370117
	Iteration 2F: 3 clusters Score -568090.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -568293.437500 Penalty: 4395.370117
	Iteration 3F: 3 clusters Score -568293.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -568451.000000 Penalty: 4395.370117
	Iteration 4Q: 3 clusters Score -568451 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -568596.312500 Penalty: 4395.370117
	Iteration 5Q: 3 clusters Score -568596.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -568720.062500 Penalty: 4395.370117
	Iteration 6Q: 3 clusters Score -568720.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -568824.500000 Penalty: 4395.370117
	Iteration 7Q: 3 clusters Score -568824.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -568918.937500 Penalty: 4395.370117
	Iteration 8Q: 3 clusters Score -568918.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -568992.625000 Penalty: 4395.370117
	Iteration 9Q: 3 clusters Score -568992.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -569049.250000 Penalty: 4395.370117
	Iteration 10Q: 3 clusters Score -569049.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -569100.250000 Penalty: 4395.370117
	Iteration 11Q: 3 clusters Score -569100.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -569147.125000 Penalty: 4395.370117
	Iteration 12Q: 3 clusters Score -569147.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -569192.375000 Penalty: 4395.370117
	Iteration 13Q: 3 clusters Score -569192.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -569232.812500 Penalty: 4395.370117
	Iteration 14Q: 3 clusters Score -569232.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -569275.437500 Penalty: 4395.370117
	Iteration 15Q: 3 clusters Score -569275.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -569318.187500 Penalty: 4395.370117
	Iteration 16Q: 3 clusters Score -569318.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -569351.562500 Penalty: 4395.370117
	Iteration 17Q: 3 clusters Score -569351.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -569387.000000 Penalty: 4395.370117
	Iteration 18Q: 3 clusters Score -569387 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -569424.250000 Penalty: 4395.370117
	Iteration 19Q: 3 clusters Score -569424.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -569468.937500 Penalty: 4395.370117
	Iteration 20F: 3 clusters Score -569468.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -569511.812500 Penalty: 4395.370117
	Iteration 21Q: 3 clusters Score -569511.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -569564.812500 Penalty: 4395.370117
	Iteration 22Q: 3 clusters Score -569564.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -569611.312500 Penalty: 4395.370117
	Iteration 23Q: 3 clusters Score -569611.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -569648.000000 Penalty: 4395.370117
	Iteration 24Q: 3 clusters Score -569648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -569677.312500 Penalty: 4395.370117
	Iteration 25Q: 3 clusters Score -569677.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -569711.750000 Penalty: 4395.370117
	Iteration 26Q: 3 clusters Score -569711.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -569741.875000 Penalty: 4395.370117
	Iteration 27Q: 3 clusters Score -569741.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -569768.500000 Penalty: 4395.370117
	Iteration 28Q: 3 clusters Score -569768.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -569793.062500 Penalty: 4395.370117
	Iteration 29Q: 3 clusters Score -569793.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -569811.375000 Penalty: 4395.370117
	Iteration 30Q: 3 clusters Score -569811.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -569826.375000 Penalty: 4395.370117
	Iteration 31Q: 3 clusters Score -569826.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -569845.687500 Penalty: 4395.370117
	Iteration 32Q: 3 clusters Score -569845.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -569872.562500 Penalty: 4395.370117
	Iteration 33Q: 3 clusters Score -569872.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -569897.437500 Penalty: 4395.370117
	Iteration 34Q: 3 clusters Score -569897.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -569923.562500 Penalty: 4395.370117
	Iteration 35Q: 3 clusters Score -569923.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -569953.125000 Penalty: 4395.370117
	Iteration 36Q: 3 clusters Score -569953.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -569975.875000 Penalty: 4395.370117
	Iteration 37Q: 3 clusters Score -569975.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -569998.687500 Penalty: 4395.370117
	Iteration 38Q: 3 clusters Score -569998.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -570023.250000 Penalty: 4395.370117
	Iteration 39Q: 3 clusters Score -570023.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -570035.500000 Penalty: 4395.370117
	Iteration 40F: 3 clusters Score -570035.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -570047.625000 Penalty: 4395.370117
	Iteration 41Q: 3 clusters Score -570047.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -570058.000000 Penalty: 4395.370117
	Iteration 42Q: 3 clusters Score -570058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -570066.250000 Penalty: 4395.370117
	Iteration 43Q: 3 clusters Score -570066.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -570075.312500 Penalty: 4395.370117
	Iteration 44Q: 3 clusters Score -570075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -570080.312500 Penalty: 4395.370117
	Iteration 45Q: 3 clusters Score -570080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -570084.875000 Penalty: 4395.370117
	Iteration 46Q: 3 clusters Score -570084.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -570090.625000 Penalty: 4395.370117
	Iteration 47Q: 3 clusters Score -570090.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -570096.750000 Penalty: 4395.370117
	Iteration 48Q: 3 clusters Score -570096.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -570103.750000 Penalty: 4395.370117
	Iteration 49Q: 3 clusters Score -570103.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -570110.000000 Penalty: 4395.370117
	Iteration 50Q: 3 clusters Score -570110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -570113.125000 Penalty: 4395.370117
	Iteration 51Q: 3 clusters Score -570113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -570118.187500 Penalty: 4395.370117
	Iteration 52Q: 3 clusters Score -570118.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -570123.312500 Penalty: 4395.370117
	Iteration 53Q: 3 clusters Score -570123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -570125.812500 Penalty: 4395.370117
	Iteration 54Q: 3 clusters Score -570125.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -570127.500000 Penalty: 4395.370117
	Iteration 55Q: 3 clusters Score -570127.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -570133.187500 Penalty: 4395.370117
	Iteration 56Q: 3 clusters Score -570133.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -570138.312500 Penalty: 4395.370117
	Iteration 57Q: 3 clusters Score -570138.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -570141.750000 Penalty: 4395.370117
	Iteration 58Q: 3 clusters Score -570141.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -570144.500000 Penalty: 4395.370117
	Iteration 59Q: 3 clusters Score -570144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -570146.875000 Penalty: 4395.370117
	Iteration 60F: 3 clusters Score -570146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -570148.437500 Penalty: 4395.370117
	Iteration 61Q: 3 clusters Score -570148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -570148.937500 Penalty: 4395.370117
	Iteration 62Q: 3 clusters Score -570148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -570149.375000 Penalty: 4395.370117
	Iteration 63Q: 3 clusters Score -570149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -570149.375000 Penalty: 4395.370117
	Iteration 64F: 3 clusters Score -570149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -839638.437500 Penalty: 2277.044678
	Iteration 0F: 2 clusters Score -839638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -832109.875000 Penalty: 4554.089355
	Iteration 0F: 3 clusters Score -832109.9 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -834226.875000 Penalty: 4554.089355
	Iteration 1F: 3 clusters Score -834226.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -834522.000000 Penalty: 4554.089355
	Iteration 2F: 3 clusters Score -834522 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -834721.187500 Penalty: 4554.089355
	Iteration 3F: 3 clusters Score -834721.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -834872.375000 Penalty: 4554.089355
	Iteration 4Q: 3 clusters Score -834872.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -835051.875000 Penalty: 4554.089355
	Iteration 5Q: 3 clusters Score -835051.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -835245.000000 Penalty: 4554.089355
	Iteration 6Q: 3 clusters Score -835245 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -835430.812500 Penalty: 4554.089355
	Iteration 7Q: 3 clusters Score -835430.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -835618.437500 Penalty: 4554.089355
	Iteration 8Q: 3 clusters Score -835618.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -835828.625000 Penalty: 4554.089355
	Iteration 9Q: 3 clusters Score -835828.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -836022.687500 Penalty: 4554.089355
	Iteration 10Q: 3 clusters Score -836022.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -836211.750000 Penalty: 4554.089355
	Iteration 11Q: 3 clusters Score -836211.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -836391.250000 Penalty: 4554.089355
	Iteration 12Q: 3 clusters Score -836391.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -836525.125000 Penalty: 4554.089355
	Iteration 13Q: 3 clusters Score -836525.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -836643.500000 Penalty: 4554.089355
	Iteration 14Q: 3 clusters Score -836643.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -836760.375000 Penalty: 4554.089355
	Iteration 15Q: 3 clusters Score -836760.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -836896.437500 Penalty: 4554.089355
	Iteration 16Q: 3 clusters Score -836896.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -837012.875000 Penalty: 4554.089355
	Iteration 17Q: 3 clusters Score -837012.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -837123.937500 Penalty: 4554.089355
	Iteration 18Q: 3 clusters Score -837123.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -837215.937500 Penalty: 4554.089355
	Iteration 19Q: 3 clusters Score -837215.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -837276.937500 Penalty: 4554.089355
	Iteration 20F: 3 clusters Score -837276.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -837338.562500 Penalty: 4554.089355
	Iteration 21Q: 3 clusters Score -837338.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -837382.062500 Penalty: 4554.089355
	Iteration 22Q: 3 clusters Score -837382.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -837420.187500 Penalty: 4554.089355
	Iteration 23Q: 3 clusters Score -837420.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -837448.875000 Penalty: 4554.089355
	Iteration 24Q: 3 clusters Score -837448.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -837474.937500 Penalty: 4554.089355
	Iteration 25Q: 3 clusters Score -837474.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -837501.250000 Penalty: 4554.089355
	Iteration 26Q: 3 clusters Score -837501.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -837525.062500 Penalty: 4554.089355
	Iteration 27Q: 3 clusters Score -837525.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -837549.875000 Penalty: 4554.089355
	Iteration 28Q: 3 clusters Score -837549.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -837570.000000 Penalty: 4554.089355
	Iteration 29Q: 3 clusters Score -837570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -837585.437500 Penalty: 4554.089355
	Iteration 30Q: 3 clusters Score -837585.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -837605.250000 Penalty: 4554.089355
	Iteration 31Q: 3 clusters Score -837605.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -837623.562500 Penalty: 4554.089355
	Iteration 32Q: 3 clusters Score -837623.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -837643.437500 Penalty: 4554.089355
	Iteration 33Q: 3 clusters Score -837643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -837653.375000 Penalty: 4554.089355
	Iteration 34Q: 3 clusters Score -837653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -837661.812500 Penalty: 4554.089355
	Iteration 35Q: 3 clusters Score -837661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -837670.250000 Penalty: 4554.089355
	Iteration 36Q: 3 clusters Score -837670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -837676.312500 Penalty: 4554.089355
	Iteration 37Q: 3 clusters Score -837676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -837681.062500 Penalty: 4554.089355
	Iteration 38Q: 3 clusters Score -837681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -837685.437500 Penalty: 4554.089355
	Iteration 39Q: 3 clusters Score -837685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -837688.812500 Penalty: 4554.089355
	Iteration 40F: 3 clusters Score -837688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -837696.625000 Penalty: 4554.089355
	Iteration 41Q: 3 clusters Score -837696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -837698.750000 Penalty: 4554.089355
	Iteration 42Q: 3 clusters Score -837698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -837699.625000 Penalty: 4554.089355
	Iteration 43Q: 3 clusters Score -837699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -837701.375000 Penalty: 4554.089355
	Iteration 44Q: 3 clusters Score -837701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -837704.562500 Penalty: 4554.089355
	Iteration 45Q: 3 clusters Score -837704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -837704.562500 Penalty: 4554.089355
	Iteration 46F: 3 clusters Score -837704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Entering Unmasked Estep 
Score: -1192660.125000 Penalty: 2364.328613
	Iteration 0F: 2 clusters Score -1192660 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 6823 members 
Entering Unmasked Estep 
Score: -1182607.750000 Penalty: 4728.657227
	Iteration 0F: 3 clusters Score -1182608 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1185743.250000 Penalty: 4728.657227
	Iteration 1F: 3 clusters Score -1185743 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1186288.375000 Penalty: 4728.657227
	Iteration 2F: 3 clusters Score -1186288 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1186926.375000 Penalty: 4728.657227
	Iteration 3F: 3 clusters Score -1186926 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1187597.375000 Penalty: 4728.657227
	Iteration 4F: 3 clusters Score -1187597 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1188369.750000 Penalty: 4728.657227
	Iteration 5F: 3 clusters Score -1188370 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1189355.625000 Penalty: 4728.657227
	Iteration 6F: 3 clusters Score -1189356 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1190886.000000 Penalty: 4728.657227
	Iteration 7F: 3 clusters Score -1190886 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1194129.625000 Penalty: 4728.657227
	Iteration 8F: 3 clusters Score -1194130 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1198934.250000 Penalty: 4728.657227
	Iteration 9F: 3 clusters Score -1198934 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1200129.250000 Penalty: 4728.657227
	Iteration 10Q: 3 clusters Score -1200129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1200146.625000 Penalty: 4728.657227
	Iteration 11Q: 3 clusters Score -1200147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1200150.750000 Penalty: 4728.657227
	Iteration 12Q: 3 clusters Score -1200151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1200150.125000 Penalty: 4728.657227
	Iteration 13Q: 3 clusters Score -1200150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1200148.125000 Penalty: 4728.657227
	Iteration 14Q: 3 clusters Score -1200148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1200149.375000 Penalty: 4728.657227
	Iteration 15Q: 3 clusters Score -1200149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1200149.375000 Penalty: 4728.657227
	Iteration 16F: 3 clusters Score -1200149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23400 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 9478 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8911 members 
Mstep: Class 10 contains 16727 members 
Mstep: Class 11 contains 39558 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 9176 members 
Mstep: Class 15 contains 50572 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 15439 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7357 members 
Mstep: Class 24 contains 18892 members 
Mstep: Class 25 contains 14467 members 
Mstep: Class 26 contains 7056 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 9210 members 
Mstep: Class 29 contains 4502 members 
Mstep: Class 30 contains 92051 members 
Mstep: Class 31 contains 5303 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 4606 members 
Entering Unmasked Estep 
Score: -38180908.000000 Penalty: 110038.898438
Splitting cluster 28 changes total score from -38163112.000000 to -38180908.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 29 (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: -395748.093750 Penalty: 2086.244629
	Iteration 0F: 2 clusters Score -395748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -391547.281250 Penalty: 4172.489258
	Iteration 0F: 3 clusters Score -391547.3 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -392531.937500 Penalty: 4172.489258
	Iteration 1F: 3 clusters Score -392531.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -392719.562500 Penalty: 4172.489258
	Iteration 2F: 3 clusters Score -392719.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -392833.812500 Penalty: 4172.489258
	Iteration 3F: 3 clusters Score -392833.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -392897.125000 Penalty: 4172.489258
	Iteration 4Q: 3 clusters Score -392897.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -392946.718750 Penalty: 4172.489258
	Iteration 5Q: 3 clusters Score -392946.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -392976.218750 Penalty: 4172.489258
	Iteration 6Q: 3 clusters Score -392976.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -392999.968750 Penalty: 4172.489258
	Iteration 7Q: 3 clusters Score -393000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -393023.906250 Penalty: 4172.489258
	Iteration 8Q: 3 clusters Score -393023.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -393048.562500 Penalty: 4172.489258
	Iteration 9Q: 3 clusters Score -393048.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -393074.343750 Penalty: 4172.489258
	Iteration 10Q: 3 clusters Score -393074.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -393103.093750 Penalty: 4172.489258
	Iteration 11Q: 3 clusters Score -393103.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -393134.468750 Penalty: 4172.489258
	Iteration 12Q: 3 clusters Score -393134.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -393172.250000 Penalty: 4172.489258
	Iteration 13Q: 3 clusters Score -393172.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -393213.781250 Penalty: 4172.489258
	Iteration 14Q: 3 clusters Score -393213.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -393258.781250 Penalty: 4172.489258
	Iteration 15Q: 3 clusters Score -393258.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -393301.656250 Penalty: 4172.489258
	Iteration 16Q: 3 clusters Score -393301.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -393340.562500 Penalty: 4172.489258
	Iteration 17Q: 3 clusters Score -393340.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -393370.218750 Penalty: 4172.489258
	Iteration 18Q: 3 clusters Score -393370.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -393396.968750 Penalty: 4172.489258
	Iteration 19Q: 3 clusters Score -393397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -393425.937500 Penalty: 4172.489258
	Iteration 20F: 3 clusters Score -393425.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -393457.625000 Penalty: 4172.489258
	Iteration 21Q: 3 clusters Score -393457.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -393488.687500 Penalty: 4172.489258
	Iteration 22Q: 3 clusters Score -393488.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -393522.843750 Penalty: 4172.489258
	Iteration 23Q: 3 clusters Score -393522.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -393549.750000 Penalty: 4172.489258
	Iteration 24Q: 3 clusters Score -393549.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -393581.625000 Penalty: 4172.489258
	Iteration 25Q: 3 clusters Score -393581.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -393614.062500 Penalty: 4172.489258
	Iteration 26Q: 3 clusters Score -393614.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -393640.687500 Penalty: 4172.489258
	Iteration 27Q: 3 clusters Score -393640.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -393663.968750 Penalty: 4172.489258
	Iteration 28Q: 3 clusters Score -393664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -393692.437500 Penalty: 4172.489258
	Iteration 29Q: 3 clusters Score -393692.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -393712.937500 Penalty: 4172.489258
	Iteration 30Q: 3 clusters Score -393712.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -393731.750000 Penalty: 4172.489258
	Iteration 31Q: 3 clusters Score -393731.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -393749.218750 Penalty: 4172.489258
	Iteration 32Q: 3 clusters Score -393749.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -393764.218750 Penalty: 4172.489258
	Iteration 33Q: 3 clusters Score -393764.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -393776.562500 Penalty: 4172.489258
	Iteration 34Q: 3 clusters Score -393776.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -393787.562500 Penalty: 4172.489258
	Iteration 35Q: 3 clusters Score -393787.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -393797.125000 Penalty: 4172.489258
	Iteration 36Q: 3 clusters Score -393797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -393805.156250 Penalty: 4172.489258
	Iteration 37Q: 3 clusters Score -393805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -393810.937500 Penalty: 4172.489258
	Iteration 38Q: 3 clusters Score -393810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -393817.406250 Penalty: 4172.489258
	Iteration 39Q: 3 clusters Score -393817.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -393822.406250 Penalty: 4172.489258
	Iteration 40F: 3 clusters Score -393822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -393827.500000 Penalty: 4172.489258
	Iteration 41Q: 3 clusters Score -393827.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -393830.968750 Penalty: 4172.489258
	Iteration 42Q: 3 clusters Score -393831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -393835.656250 Penalty: 4172.489258
	Iteration 43Q: 3 clusters Score -393835.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -393840.500000 Penalty: 4172.489258
	Iteration 44Q: 3 clusters Score -393840.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -393844.562500 Penalty: 4172.489258
	Iteration 45Q: 3 clusters Score -393844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -393847.500000 Penalty: 4172.489258
	Iteration 46Q: 3 clusters Score -393847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -393849.437500 Penalty: 4172.489258
	Iteration 47Q: 3 clusters Score -393849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -393849.437500 Penalty: 4172.489258
	Iteration 48F: 3 clusters Score -393849.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (92051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Entering Unmasked Estep 
Score: -7841646.000000 Penalty: 2834.664307
	Iteration 0F: 2 clusters Score -7841646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -7780211.500000 Penalty: 5669.328613
	Iteration 0F: 3 clusters Score -7780212 nChanged 43388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -7804661.000000 Penalty: 5669.328613
	Iteration 1F: 3 clusters Score -7804661 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -7805389.500000 Penalty: 5669.328613
	Iteration 2Q: 3 clusters Score -7805390 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -7806089.000000 Penalty: 5669.328613
	Iteration 3Q: 3 clusters Score -7806089 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -7806903.000000 Penalty: 5669.328613
	Iteration 4Q: 3 clusters Score -7806903 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -7807961.500000 Penalty: 5669.328613
	Iteration 5Q: 3 clusters Score -7807962 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -7809198.500000 Penalty: 5669.328613
	Iteration 6Q: 3 clusters Score -7809198 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -7810755.000000 Penalty: 5669.328613
	Iteration 7Q: 3 clusters Score -7810755 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7812433.500000 Penalty: 5669.328613
	Iteration 8Q: 3 clusters Score -7812434 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -7814262.000000 Penalty: 5669.328613
	Iteration 9Q: 3 clusters Score -7814262 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -7816088.500000 Penalty: 5669.328613
	Iteration 10Q: 3 clusters Score -7816088 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -7818051.500000 Penalty: 5669.328613
	Iteration 11Q: 3 clusters Score -7818052 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -7820091.500000 Penalty: 5669.328613
	Iteration 12Q: 3 clusters Score -7820092 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -7822558.000000 Penalty: 5669.328613
	Iteration 13Q: 3 clusters Score -7822558 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -7825293.000000 Penalty: 5669.328613
	Iteration 14Q: 3 clusters Score -7825293 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -7828318.500000 Penalty: 5669.328613
	Iteration 15Q: 3 clusters Score -7828318 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -7831248.000000 Penalty: 5669.328613
	Iteration 16Q: 3 clusters Score -7831248 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -7833572.000000 Penalty: 5669.328613
	Iteration 17Q: 3 clusters Score -7833572 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -7835209.000000 Penalty: 5669.328613
	Iteration 18Q: 3 clusters Score -7835209 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -7836452.000000 Penalty: 5669.328613
	Iteration 19Q: 3 clusters Score -7836452 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -7837317.000000 Penalty: 5669.328613
	Iteration 20F: 3 clusters Score -7837317 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -7837872.000000 Penalty: 5669.328613
	Iteration 21Q: 3 clusters Score -7837872 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7838238.000000 Penalty: 5669.328613
	Iteration 22Q: 3 clusters Score -7838238 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -7838541.500000 Penalty: 5669.328613
	Iteration 23Q: 3 clusters Score -7838542 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7838728.500000 Penalty: 5669.328613
	Iteration 24Q: 3 clusters Score -7838728 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90006 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7838886.000000 Penalty: 5669.328613
	Iteration 25Q: 3 clusters Score -7838886 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7838982.500000 Penalty: 5669.328613
	Iteration 26Q: 3 clusters Score -7838982 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7839063.000000 Penalty: 5669.328613
	Iteration 27Q: 3 clusters Score -7839063 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7839138.500000 Penalty: 5669.328613
	Iteration 28Q: 3 clusters Score -7839138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7839210.000000 Penalty: 5669.328613
	Iteration 29Q: 3 clusters Score -7839210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7839232.500000 Penalty: 5669.328613
	Iteration 30Q: 3 clusters Score -7839232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7839267.500000 Penalty: 5669.328613
	Iteration 31Q: 3 clusters Score -7839268 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7839303.500000 Penalty: 5669.328613
	Iteration 32Q: 3 clusters Score -7839304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7839337.500000 Penalty: 5669.328613
	Iteration 33Q: 3 clusters Score -7839338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7839351.000000 Penalty: 5669.328613
	Iteration 34Q: 3 clusters Score -7839351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7839371.000000 Penalty: 5669.328613
	Iteration 35Q: 3 clusters Score -7839371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90952 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7839382.000000 Penalty: 5669.328613
	Iteration 36Q: 3 clusters Score -7839382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90963 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7839397.500000 Penalty: 5669.328613
	Iteration 37Q: 3 clusters Score -7839398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7839398.000000 Penalty: 5669.328613
	Iteration 38Q: 3 clusters Score -7839398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7839393.000000 Penalty: 5669.328613
	Iteration 39Q: 3 clusters Score -7839393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7839397.500000 Penalty: 5669.328613
	Iteration 40F: 3 clusters Score -7839398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7839408.000000 Penalty: 5669.328613
	Iteration 41Q: 3 clusters Score -7839408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7839412.500000 Penalty: 5669.328613
	Iteration 42Q: 3 clusters Score -7839412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7839420.500000 Penalty: 5669.328613
	Iteration 43Q: 3 clusters Score -7839420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7839428.500000 Penalty: 5669.328613
	Iteration 44Q: 3 clusters Score -7839428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7839430.500000 Penalty: 5669.328613
	Iteration 45Q: 3 clusters Score -7839430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7839434.500000 Penalty: 5669.328613
	Iteration 46Q: 3 clusters Score -7839434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7839436.000000 Penalty: 5669.328613
	Iteration 47Q: 3 clusters Score -7839436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7839430.000000 Penalty: 5669.328613
	Iteration 48Q: 3 clusters Score -7839430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7839434.000000 Penalty: 5669.328613
	Iteration 49Q: 3 clusters Score -7839434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7839437.000000 Penalty: 5669.328613
	Iteration 50Q: 3 clusters Score -7839437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7839441.500000 Penalty: 5669.328613
	Iteration 51Q: 3 clusters Score -7839442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7839437.000000 Penalty: 5669.328613
	Iteration 52Q: 3 clusters Score -7839437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7839438.500000 Penalty: 5669.328613
	Iteration 53Q: 3 clusters Score -7839438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7839439.000000 Penalty: 5669.328613
	Iteration 54Q: 3 clusters Score -7839439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7839439.000000 Penalty: 5669.328613
	Iteration 55Q: 3 clusters Score -7839439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7839438.000000 Penalty: 5669.328613
	Iteration 56Q: 3 clusters Score -7839438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7839438.000000 Penalty: 5669.328613
	Iteration 57F: 3 clusters Score -7839438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -466958.468750 Penalty: 2126.854980
	Iteration 0F: 2 clusters Score -466958.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -462246.218750 Penalty: 4253.709961
	Iteration 0F: 3 clusters Score -462246.2 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -463492.031250 Penalty: 4253.709961
	Iteration 1F: 3 clusters Score -463492 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -463716.312500 Penalty: 4253.709961
	Iteration 2F: 3 clusters Score -463716.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -463865.906250 Penalty: 4253.709961
	Iteration 3F: 3 clusters Score -463865.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -463960.531250 Penalty: 4253.709961
	Iteration 4Q: 3 clusters Score -463960.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -464018.875000 Penalty: 4253.709961
	Iteration 5Q: 3 clusters Score -464018.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -464071.781250 Penalty: 4253.709961
	Iteration 6Q: 3 clusters Score -464071.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -464126.937500 Penalty: 4253.709961
	Iteration 7Q: 3 clusters Score -464126.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -464171.781250 Penalty: 4253.709961
	Iteration 8Q: 3 clusters Score -464171.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -464213.593750 Penalty: 4253.709961
	Iteration 9Q: 3 clusters Score -464213.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -464261.906250 Penalty: 4253.709961
	Iteration 10Q: 3 clusters Score -464261.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -464309.281250 Penalty: 4253.709961
	Iteration 11Q: 3 clusters Score -464309.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -464357.625000 Penalty: 4253.709961
	Iteration 12Q: 3 clusters Score -464357.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -464402.031250 Penalty: 4253.709961
	Iteration 13Q: 3 clusters Score -464402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -464454.937500 Penalty: 4253.709961
	Iteration 14Q: 3 clusters Score -464454.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -464498.000000 Penalty: 4253.709961
	Iteration 15Q: 3 clusters Score -464498 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -464541.625000 Penalty: 4253.709961
	Iteration 16Q: 3 clusters Score -464541.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -464584.062500 Penalty: 4253.709961
	Iteration 17Q: 3 clusters Score -464584.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -464622.312500 Penalty: 4253.709961
	Iteration 18Q: 3 clusters Score -464622.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -464649.218750 Penalty: 4253.709961
	Iteration 19Q: 3 clusters Score -464649.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -464677.000000 Penalty: 4253.709961
	Iteration 20F: 3 clusters Score -464677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -464710.000000 Penalty: 4253.709961
	Iteration 21Q: 3 clusters Score -464710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -464745.406250 Penalty: 4253.709961
	Iteration 22Q: 3 clusters Score -464745.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -464780.656250 Penalty: 4253.709961
	Iteration 23Q: 3 clusters Score -464780.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -464817.031250 Penalty: 4253.709961
	Iteration 24Q: 3 clusters Score -464817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -464845.718750 Penalty: 4253.709961
	Iteration 25Q: 3 clusters Score -464845.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -464868.531250 Penalty: 4253.709961
	Iteration 26Q: 3 clusters Score -464868.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -464894.437500 Penalty: 4253.709961
	Iteration 27Q: 3 clusters Score -464894.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -464917.312500 Penalty: 4253.709961
	Iteration 28Q: 3 clusters Score -464917.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -464945.937500 Penalty: 4253.709961
	Iteration 29Q: 3 clusters Score -464945.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -464961.687500 Penalty: 4253.709961
	Iteration 30Q: 3 clusters Score -464961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -464969.593750 Penalty: 4253.709961
	Iteration 31Q: 3 clusters Score -464969.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -464975.343750 Penalty: 4253.709961
	Iteration 32Q: 3 clusters Score -464975.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -464980.968750 Penalty: 4253.709961
	Iteration 33Q: 3 clusters Score -464981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -464986.750000 Penalty: 4253.709961
	Iteration 34Q: 3 clusters Score -464986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -464992.375000 Penalty: 4253.709961
	Iteration 35Q: 3 clusters Score -464992.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -464999.281250 Penalty: 4253.709961
	Iteration 36Q: 3 clusters Score -464999.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -465005.125000 Penalty: 4253.709961
	Iteration 37Q: 3 clusters Score -465005.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -465012.312500 Penalty: 4253.709961
	Iteration 38Q: 3 clusters Score -465012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -465018.593750 Penalty: 4253.709961
	Iteration 39Q: 3 clusters Score -465018.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -465025.312500 Penalty: 4253.709961
	Iteration 40F: 3 clusters Score -465025.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -465035.031250 Penalty: 4253.709961
	Iteration 41Q: 3 clusters Score -465035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -465041.656250 Penalty: 4253.709961
	Iteration 42Q: 3 clusters Score -465041.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -465046.687500 Penalty: 4253.709961
	Iteration 43Q: 3 clusters Score -465046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -465050.250000 Penalty: 4253.709961
	Iteration 44Q: 3 clusters Score -465050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -465053.687500 Penalty: 4253.709961
	Iteration 45Q: 3 clusters Score -465053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -465057.906250 Penalty: 4253.709961
	Iteration 46Q: 3 clusters Score -465057.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -465063.375000 Penalty: 4253.709961
	Iteration 47Q: 3 clusters Score -465063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -465066.937500 Penalty: 4253.709961
	Iteration 48Q: 3 clusters Score -465066.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -465070.625000 Penalty: 4253.709961
	Iteration 49Q: 3 clusters Score -465070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -465075.718750 Penalty: 4253.709961
	Iteration 50Q: 3 clusters Score -465075.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -465080.437500 Penalty: 4253.709961
	Iteration 51Q: 3 clusters Score -465080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -465083.000000 Penalty: 4253.709961
	Iteration 52Q: 3 clusters Score -465083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -465086.343750 Penalty: 4253.709961
	Iteration 53Q: 3 clusters Score -465086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -465087.375000 Penalty: 4253.709961
	Iteration 54Q: 3 clusters Score -465087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -465088.937500 Penalty: 4253.709961
	Iteration 55Q: 3 clusters Score -465088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -465092.312500 Penalty: 4253.709961
	Iteration 56Q: 3 clusters Score -465092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -465095.687500 Penalty: 4253.709961
	Iteration 57Q: 3 clusters Score -465095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -465097.031250 Penalty: 4253.709961
	Iteration 58Q: 3 clusters Score -465097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -465099.593750 Penalty: 4253.709961
	Iteration 59Q: 3 clusters Score -465099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -465100.812500 Penalty: 4253.709961
	Iteration 60F: 3 clusters Score -465100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -465100.343750 Penalty: 4253.709961
	Iteration 61Q: 3 clusters Score -465100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -465100.343750 Penalty: 4253.709961
	Iteration 62F: 3 clusters Score -465100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23400 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 9478 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 8911 members 
Mstep: Class 10 contains 16727 members 
Mstep: Class 11 contains 39558 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 9176 members 
Mstep: Class 15 contains 50572 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 15439 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 7357 members 
Mstep: Class 24 contains 18892 members 
Mstep: Class 25 contains 14467 members 
Mstep: Class 26 contains 7056 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 9210 members 
Mstep: Class 29 contains 4502 members 
Mstep: Class 30 contains 92051 members 
Mstep: Class 31 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183140.000000 Penalty: 110038.898438
Iteration 119Q: 35 clusters Score -3.818314e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 23408 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 9475 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7833 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 16666 members 
Mstep: Class 11 contains 38957 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 50458 members 
Mstep: Class 16 contains 9379 members 
Mstep: Class 17 contains 6728 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 15437 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 7378 members 
Mstep: Class 24 contains 18993 members 
Mstep: Class 25 contains 14482 members 
Mstep: Class 26 contains 7057 members 
Mstep: Class 27 contains 9729 members 
Mstep: Class 28 contains 9349 members 
Mstep: Class 29 contains 4525 members 
Mstep: Class 30 contains 92061 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 10300 members 
Mstep: Class 33 contains 4760 members 
Mstep: Class 34 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38184544.000000 Penalty: 110038.898438
Iteration 120F: 35 clusters Score -3.818454e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 23400 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 9471 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 16631 members 
Mstep: Class 11 contains 38391 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 8845 members 
Mstep: Class 15 contains 50325 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 7715 members 
Mstep: Class 19 contains 5220 members 
Mstep: Class 20 contains 12253 members 
Mstep: Class 21 contains 15432 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 7403 members 
Mstep: Class 24 contains 19075 members 
Mstep: Class 25 contains 14478 members 
Mstep: Class 26 contains 7049 members 
Mstep: Class 27 contains 9738 members 
Mstep: Class 28 contains 9415 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92060 members 
Mstep: Class 31 contains 5316 members 
Mstep: Class 32 contains 10495 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185216.000000 Penalty: 110038.898438
Iteration 121Q: 35 clusters Score -3.818522e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 9486 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8930 members 
Mstep: Class 10 contains 16613 members 
Mstep: Class 11 contains 37893 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 7186 members 
Mstep: Class 14 contains 8711 members 
Mstep: Class 15 contains 50204 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 7640 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 15436 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 19149 members 
Mstep: Class 25 contains 14484 members 
Mstep: Class 26 contains 7032 members 
Mstep: Class 27 contains 9760 members 
Mstep: Class 28 contains 9451 members 
Mstep: Class 29 contains 4525 members 
Mstep: Class 30 contains 92062 members 
Mstep: Class 31 contains 5316 members 
Mstep: Class 32 contains 10553 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 4693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185908.000000 Penalty: 110038.898438
Iteration 122Q: 35 clusters Score -3.818591e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 4 contains 9508 members 
Mstep: Class 5 contains 23228 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 7784 members 
Mstep: Class 9 contains 8945 members 
Mstep: Class 10 contains 16606 members 
Mstep: Class 11 contains 37457 members 
Mstep: Class 12 contains 5264 members 
Mstep: Class 13 contains 7718 members 
Mstep: Class 14 contains 8577 members 
Mstep: Class 15 contains 50099 members 
Mstep: Class 16 contains 9396 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 15450 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 7450 members 
Mstep: Class 24 contains 19196 members 
Mstep: Class 25 contains 14479 members 
Mstep: Class 26 contains 7008 members 
Mstep: Class 27 contains 9785 members 
Mstep: Class 28 contains 9465 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92083 members 
Mstep: Class 31 contains 5316 members 
Mstep: Class 32 contains 10577 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186088.000000 Penalty: 110038.898438
Iteration 123Q: 35 clusters Score -3.818609e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 9531 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 7785 members 
Mstep: Class 9 contains 8956 members 
Mstep: Class 10 contains 16610 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 5265 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 8466 members 
Mstep: Class 15 contains 49996 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 7589 members 
Mstep: Class 19 contains 5222 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 15459 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 19251 members 
Mstep: Class 25 contains 14475 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 9811 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92089 members 
Mstep: Class 31 contains 5318 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186396.000000 Penalty: 110038.898438
Iteration 124Q: 35 clusters Score -3.81864e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 16611 members 
Mstep: Class 11 contains 36717 members 
Mstep: Class 12 contains 5262 members 
Mstep: Class 13 contains 8656 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 49929 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 5222 members 
Mstep: Class 20 contains 12218 members 
Mstep: Class 21 contains 15467 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7466 members 
Mstep: Class 24 contains 19310 members 
Mstep: Class 25 contains 14473 members 
Mstep: Class 26 contains 6952 members 
Mstep: Class 27 contains 9838 members 
Mstep: Class 28 contains 9477 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92091 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10588 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186452.000000 Penalty: 110038.898438
Iteration 125Q: 35 clusters Score -3.818645e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 9571 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 16615 members 
Mstep: Class 11 contains 36390 members 
Mstep: Class 12 contains 5251 members 
Mstep: Class 13 contains 9065 members 
Mstep: Class 14 contains 8288 members 
Mstep: Class 15 contains 49877 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 7543 members 
Mstep: Class 19 contains 5223 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 15478 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7472 members 
Mstep: Class 24 contains 19359 members 
Mstep: Class 25 contains 14473 members 
Mstep: Class 26 contains 6930 members 
Mstep: Class 27 contains 9857 members 
Mstep: Class 28 contains 9480 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92092 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10590 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186696.000000 Penalty: 110038.898438
Iteration 126Q: 35 clusters Score -3.81867e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 9592 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 10 contains 16610 members 
Mstep: Class 11 contains 36112 members 
Mstep: Class 12 contains 5241 members 
Mstep: Class 13 contains 9402 members 
Mstep: Class 14 contains 8230 members 
Mstep: Class 15 contains 49821 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 7520 members 
Mstep: Class 19 contains 5226 members 
Mstep: Class 20 contains 12218 members 
Mstep: Class 21 contains 15496 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7481 members 
Mstep: Class 24 contains 19403 members 
Mstep: Class 25 contains 14473 members 
Mstep: Class 26 contains 6907 members 
Mstep: Class 27 contains 9883 members 
Mstep: Class 28 contains 9484 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92090 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10592 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186832.000000 Penalty: 110038.898438
Iteration 127Q: 35 clusters Score -3.818683e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 9604 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8958 members 
Mstep: Class 10 contains 16616 members 
Mstep: Class 11 contains 35846 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 9736 members 
Mstep: Class 14 contains 8169 members 
Mstep: Class 15 contains 49756 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 7503 members 
Mstep: Class 19 contains 5225 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 15508 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7490 members 
Mstep: Class 24 contains 19441 members 
Mstep: Class 25 contains 14473 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 9907 members 
Mstep: Class 28 contains 9487 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92094 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10593 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186968.000000 Penalty: 110038.898438
Iteration 128Q: 35 clusters Score -3.818697e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 3738 members 
Mstep: Class 4 contains 9620 members 
Mstep: Class 5 contains 23229 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 16614 members 
Mstep: Class 11 contains 35581 members 
Mstep: Class 12 contains 5223 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 49686 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7488 members 
Mstep: Class 19 contains 5225 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 15521 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7501 members 
Mstep: Class 24 contains 19475 members 
Mstep: Class 25 contains 14475 members 
Mstep: Class 26 contains 6866 members 
Mstep: Class 27 contains 9930 members 
Mstep: Class 28 contains 9489 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92100 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187140.000000 Penalty: 110038.898438
Iteration 129Q: 35 clusters Score -3.818714e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23401 members 
Mstep: Class 3 contains 3736 members 
Mstep: Class 4 contains 9632 members 
Mstep: Class 5 contains 23230 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2873 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8954 members 
Mstep: Class 10 contains 16630 members 
Mstep: Class 11 contains 35303 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 8079 members 
Mstep: Class 15 contains 49628 members 
Mstep: Class 16 contains 9363 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7480 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 15527 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 19501 members 
Mstep: Class 25 contains 14477 members 
Mstep: Class 26 contains 6835 members 
Mstep: Class 27 contains 9949 members 
Mstep: Class 28 contains 9489 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92111 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187192.000000 Penalty: 110038.898438
Iteration 130Q: 35 clusters Score -3.818719e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23401 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8952 members 
Mstep: Class 10 contains 16642 members 
Mstep: Class 11 contains 35051 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 10707 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 49554 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7463 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 15528 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7512 members 
Mstep: Class 24 contains 19531 members 
Mstep: Class 25 contains 14478 members 
Mstep: Class 26 contains 6804 members 
Mstep: Class 27 contains 9974 members 
Mstep: Class 28 contains 9490 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92136 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187244.000000 Penalty: 110038.898438
Iteration 131Q: 35 clusters Score -3.818724e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23401 members 
Mstep: Class 3 contains 3736 members 
Mstep: Class 4 contains 9660 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 16640 members 
Mstep: Class 11 contains 34791 members 
Mstep: Class 12 contains 5198 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 7987 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7466 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 15527 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7511 members 
Mstep: Class 24 contains 19571 members 
Mstep: Class 25 contains 14478 members 
Mstep: Class 26 contains 6781 members 
Mstep: Class 27 contains 9988 members 
Mstep: Class 28 contains 9490 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92164 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187340.000000 Penalty: 110038.898438
Iteration 132Q: 35 clusters Score -3.818734e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23401 members 
Mstep: Class 3 contains 3734 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 16636 members 
Mstep: Class 11 contains 34540 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 11380 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 49408 members 
Mstep: Class 16 contains 9348 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7454 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15524 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 19599 members 
Mstep: Class 25 contains 14478 members 
Mstep: Class 26 contains 6754 members 
Mstep: Class 27 contains 10007 members 
Mstep: Class 28 contains 9492 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92185 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187468.000000 Penalty: 110038.898438
Iteration 133Q: 35 clusters Score -3.818747e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 9684 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 16630 members 
Mstep: Class 11 contains 34286 members 
Mstep: Class 12 contains 5169 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 7934 members 
Mstep: Class 15 contains 49357 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7445 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15525 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7517 members 
Mstep: Class 24 contains 19620 members 
Mstep: Class 25 contains 14480 members 
Mstep: Class 26 contains 6719 members 
Mstep: Class 27 contains 10023 members 
Mstep: Class 28 contains 9493 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92199 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10595 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187620.000000 Penalty: 110038.898438
Iteration 134Q: 35 clusters Score -3.818762e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 9704 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 16622 members 
Mstep: Class 11 contains 34051 members 
Mstep: Class 12 contains 5156 members 
Mstep: Class 13 contains 12003 members 
Mstep: Class 14 contains 7902 members 
Mstep: Class 15 contains 49300 members 
Mstep: Class 16 contains 9335 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 5236 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15528 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7524 members 
Mstep: Class 24 contains 19632 members 
Mstep: Class 25 contains 14481 members 
Mstep: Class 26 contains 6703 members 
Mstep: Class 27 contains 10039 members 
Mstep: Class 28 contains 9494 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92214 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 10596 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187696.000000 Penalty: 110038.898438
Iteration 135Q: 35 clusters Score -3.81877e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23401 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 9714 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 16618 members 
Mstep: Class 11 contains 33866 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 7862 members 
Mstep: Class 15 contains 49250 members 
Mstep: Class 16 contains 9334 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15528 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7529 members 
Mstep: Class 24 contains 19647 members 
Mstep: Class 25 contains 14482 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 10054 members 
Mstep: Class 28 contains 9496 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92229 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187780.000000 Penalty: 110038.898438
Iteration 136Q: 35 clusters Score -3.818778e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23400 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 9728 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8907 members 
Mstep: Class 10 contains 16606 members 
Mstep: Class 11 contains 33719 members 
Mstep: Class 12 contains 5135 members 
Mstep: Class 13 contains 12489 members 
Mstep: Class 14 contains 7830 members 
Mstep: Class 15 contains 49190 members 
Mstep: Class 16 contains 9330 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15529 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7532 members 
Mstep: Class 24 contains 19661 members 
Mstep: Class 25 contains 14486 members 
Mstep: Class 26 contains 6661 members 
Mstep: Class 27 contains 10072 members 
Mstep: Class 28 contains 9497 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92245 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187820.000000 Penalty: 110038.898438
Iteration 137Q: 35 clusters Score -3.818782e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8891 members 
Mstep: Class 10 contains 16595 members 
Mstep: Class 11 contains 33607 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 12682 members 
Mstep: Class 14 contains 7813 members 
Mstep: Class 15 contains 49134 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 5233 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7537 members 
Mstep: Class 24 contains 19663 members 
Mstep: Class 25 contains 14489 members 
Mstep: Class 26 contains 6645 members 
Mstep: Class 27 contains 10081 members 
Mstep: Class 28 contains 9497 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92264 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187916.000000 Penalty: 110038.898438
Iteration 138Q: 35 clusters Score -3.818792e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 9754 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8877 members 
Mstep: Class 10 contains 16580 members 
Mstep: Class 11 contains 33499 members 
Mstep: Class 12 contains 5113 members 
Mstep: Class 13 contains 12847 members 
Mstep: Class 14 contains 7804 members 
Mstep: Class 15 contains 49085 members 
Mstep: Class 16 contains 9328 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7422 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15535 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 19679 members 
Mstep: Class 25 contains 14489 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 9497 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92278 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38188060.000000 Penalty: 110038.898438
Iteration 139Q: 35 clusters Score -3.818806e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23403 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 9763 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8867 members 
Mstep: Class 10 contains 16561 members 
Mstep: Class 11 contains 33411 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 13 contains 13000 members 
Mstep: Class 14 contains 7803 members 
Mstep: Class 15 contains 49052 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7415 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15536 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7541 members 
Mstep: Class 24 contains 19682 members 
Mstep: Class 25 contains 14491 members 
Mstep: Class 26 contains 6606 members 
Mstep: Class 27 contains 10106 members 
Mstep: Class 28 contains 9497 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92288 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38188272.000000 Penalty: 110038.898438
Iteration 140F: 35 clusters Score -3.818827e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23404 members 
Mstep: Class 3 contains 3738 members 
Mstep: Class 4 contains 9771 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8855 members 
Mstep: Class 10 contains 16543 members 
Mstep: Class 11 contains 33078 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 13 contains 13426 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 49004 members 
Mstep: Class 16 contains 9324 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 5233 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15537 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7541 members 
Mstep: Class 24 contains 19687 members 
Mstep: Class 25 contains 14492 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 9498 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92303 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38188388.000000 Penalty: 110038.898438
Iteration 141Q: 35 clusters Score -3.818839e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23404 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 9773 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8837 members 
Mstep: Class 10 contains 16519 members 
Mstep: Class 11 contains 32734 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 7736 members 
Mstep: Class 15 contains 48972 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7406 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15539 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7543 members 
Mstep: Class 24 contains 19673 members 
Mstep: Class 25 contains 14492 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 10132 members 
Mstep: Class 28 contains 9498 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92322 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38188496.000000 Penalty: 110038.898438
Iteration 142Q: 35 clusters Score -3.81885e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8818 members 
Mstep: Class 10 contains 16496 members 
Mstep: Class 11 contains 32420 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 14330 members 
Mstep: Class 14 contains 7675 members 
Mstep: Class 15 contains 48933 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7399 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15539 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7547 members 
Mstep: Class 24 contains 19665 members 
Mstep: Class 25 contains 14492 members 
Mstep: Class 26 contains 6574 members 
Mstep: Class 27 contains 10147 members 
Mstep: Class 28 contains 9498 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92339 members 
Mstep: Class 31 contains 5321 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38188824.000000 Penalty: 110038.898438
Iteration 143Q: 35 clusters Score -3.818882e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8780 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 5057 members 
Mstep: Class 13 contains 14801 members 
Mstep: Class 14 contains 7624 members 
Mstep: Class 15 contains 48893 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7386 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15542 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7552 members 
Mstep: Class 24 contains 19658 members 
Mstep: Class 25 contains 14492 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 10174 members 
Mstep: Class 28 contains 9498 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92358 members 
Mstep: Class 31 contains 5321 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189096.000000 Penalty: 110038.898438
Iteration 144Q: 35 clusters Score -3.81891e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8747 members 
Mstep: Class 10 contains 16419 members 
Mstep: Class 11 contains 31770 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 15272 members 
Mstep: Class 14 contains 7542 members 
Mstep: Class 15 contains 48859 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7377 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 15545 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7556 members 
Mstep: Class 24 contains 19641 members 
Mstep: Class 25 contains 14492 members 
Mstep: Class 26 contains 6608 members 
Mstep: Class 27 contains 10202 members 
Mstep: Class 28 contains 9500 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92377 members 
Mstep: Class 31 contains 5321 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189356.000000 Penalty: 110038.898438
Iteration 145Q: 35 clusters Score -3.818936e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 9777 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8699 members 
Mstep: Class 10 contains 16373 members 
Mstep: Class 11 contains 31452 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 7474 members 
Mstep: Class 15 contains 48819 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7363 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 15549 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7560 members 
Mstep: Class 24 contains 19636 members 
Mstep: Class 25 contains 14494 members 
Mstep: Class 26 contains 6626 members 
Mstep: Class 27 contains 10233 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92398 members 
Mstep: Class 31 contains 5321 members 
Mstep: Class 32 contains 10598 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189504.000000 Penalty: 110038.898438
Iteration 146Q: 35 clusters Score -3.81895e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3725 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8665 members 
Mstep: Class 10 contains 16321 members 
Mstep: Class 11 contains 31170 members 
Mstep: Class 12 contains 5001 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 7444 members 
Mstep: Class 15 contains 48752 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 5251 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15556 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7566 members 
Mstep: Class 24 contains 19626 members 
Mstep: Class 25 contains 14494 members 
Mstep: Class 26 contains 6630 members 
Mstep: Class 27 contains 10266 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92413 members 
Mstep: Class 31 contains 5322 members 
Mstep: Class 32 contains 10598 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189588.000000 Penalty: 110038.898438
Iteration 147Q: 35 clusters Score -3.818959e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8628 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 30919 members 
Mstep: Class 12 contains 4990 members 
Mstep: Class 13 contains 16579 members 
Mstep: Class 14 contains 7404 members 
Mstep: Class 15 contains 48682 members 
Mstep: Class 16 contains 9336 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7336 members 
Mstep: Class 19 contains 5258 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15566 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7567 members 
Mstep: Class 24 contains 19626 members 
Mstep: Class 25 contains 14494 members 
Mstep: Class 26 contains 6641 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 9500 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92440 members 
Mstep: Class 31 contains 5322 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189716.000000 Penalty: 110038.898438
Iteration 148Q: 35 clusters Score -3.818972e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 8592 members 
Mstep: Class 10 contains 16191 members 
Mstep: Class 11 contains 30676 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 16936 members 
Mstep: Class 14 contains 7392 members 
Mstep: Class 15 contains 48612 members 
Mstep: Class 16 contains 9339 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 5269 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15573 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7569 members 
Mstep: Class 24 contains 19626 members 
Mstep: Class 25 contains 14495 members 
Mstep: Class 26 contains 6652 members 
Mstep: Class 27 contains 10324 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92467 members 
Mstep: Class 31 contains 5322 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 4796 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189892.000000 Penalty: 110038.898438
Iteration 149Q: 35 clusters Score -3.818989e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 9795 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8562 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 30425 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 15 contains 48546 members 
Mstep: Class 16 contains 9339 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7317 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7572 members 
Mstep: Class 24 contains 19617 members 
Mstep: Class 25 contains 14495 members 
Mstep: Class 26 contains 6666 members 
Mstep: Class 27 contains 10356 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92498 members 
Mstep: Class 31 contains 5322 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190052.000000 Penalty: 110038.898438
Iteration 150Q: 35 clusters Score -3.819005e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 9799 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 16031 members 
Mstep: Class 11 contains 30192 members 
Mstep: Class 12 contains 4946 members 
Mstep: Class 13 contains 17626 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 15 contains 48479 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7306 members 
Mstep: Class 19 contains 5293 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15603 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7573 members 
Mstep: Class 24 contains 19614 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 6665 members 
Mstep: Class 27 contains 10393 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92530 members 
Mstep: Class 31 contains 5322 members 
Mstep: Class 32 contains 10600 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190160.000000 Penalty: 110038.898438
Iteration 151Q: 35 clusters Score -3.819016e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 9801 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8473 members 
Mstep: Class 10 contains 15954 members 
Mstep: Class 11 contains 29979 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 17952 members 
Mstep: Class 14 contains 7400 members 
Mstep: Class 15 contains 48414 members 
Mstep: Class 16 contains 9341 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7291 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 15624 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7578 members 
Mstep: Class 24 contains 19612 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 10426 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 92557 members 
Mstep: Class 31 contains 5322 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190176.000000 Penalty: 110038.898438
Iteration 152Q: 35 clusters Score -3.819018e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 9808 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8446 members 
Mstep: Class 10 contains 15888 members 
Mstep: Class 11 contains 29742 members 
Mstep: Class 12 contains 4907 members 
Mstep: Class 13 contains 18257 members 
Mstep: Class 14 contains 7417 members 
Mstep: Class 15 contains 48357 members 
Mstep: Class 16 contains 9342 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7265 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15640 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7580 members 
Mstep: Class 24 contains 19621 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 6634 members 
Mstep: Class 27 contains 10463 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 4527 members 
Mstep: Class 30 contains 92586 members 
Mstep: Class 31 contains 5324 members 
Mstep: Class 32 contains 10600 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190108.000000 Penalty: 110038.898438
Iteration 153Q: 35 clusters Score -3.819011e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 9813 members 
Mstep: Class 5 contains 23231 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8420 members 
Mstep: Class 10 contains 15810 members 
Mstep: Class 11 contains 29572 members 
Mstep: Class 12 contains 4888 members 
Mstep: Class 13 contains 18534 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 48282 members 
Mstep: Class 16 contains 9335 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7252 members 
Mstep: Class 19 contains 5333 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 15654 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 19636 members 
Mstep: Class 25 contains 14498 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 10511 members 
Mstep: Class 28 contains 9498 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 92607 members 
Mstep: Class 31 contains 5324 members 
Mstep: Class 32 contains 10600 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190304.000000 Penalty: 110038.898438
Iteration 154Q: 35 clusters Score -3.81903e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 9820 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8397 members 
Mstep: Class 10 contains 15732 members 
Mstep: Class 11 contains 29354 members 
Mstep: Class 12 contains 4880 members 
Mstep: Class 13 contains 18826 members 
Mstep: Class 14 contains 7421 members 
Mstep: Class 15 contains 48214 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 19650 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 6626 members 
Mstep: Class 27 contains 10555 members 
Mstep: Class 28 contains 9500 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 92626 members 
Mstep: Class 31 contains 5323 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190460.000000 Penalty: 110038.898438
Iteration 155Q: 35 clusters Score -3.819046e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3724 members 
Mstep: Class 4 contains 9824 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 7785 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 29182 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 19094 members 
Mstep: Class 14 contains 7418 members 
Mstep: Class 15 contains 48144 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7230 members 
Mstep: Class 19 contains 5351 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15684 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 19656 members 
Mstep: Class 25 contains 14498 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 10591 members 
Mstep: Class 28 contains 9504 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 92660 members 
Mstep: Class 31 contains 5324 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190504.000000 Penalty: 110038.898438
Iteration 156Q: 35 clusters Score -3.81905e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23405 members 
Mstep: Class 3 contains 3725 members 
Mstep: Class 4 contains 9827 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 7785 members 
Mstep: Class 9 contains 8353 members 
Mstep: Class 10 contains 15567 members 
Mstep: Class 11 contains 29034 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 13 contains 19323 members 
Mstep: Class 14 contains 7406 members 
Mstep: Class 15 contains 48078 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 19 contains 5359 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15698 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7584 members 
Mstep: Class 24 contains 19669 members 
Mstep: Class 25 contains 14497 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 10640 members 
Mstep: Class 28 contains 9507 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 92701 members 
Mstep: Class 31 contains 5324 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190508.000000 Penalty: 110038.898438
Iteration 157Q: 35 clusters Score -3.819051e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 9827 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 15484 members 
Mstep: Class 11 contains 28883 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 19539 members 
Mstep: Class 14 contains 7408 members 
Mstep: Class 15 contains 48011 members 
Mstep: Class 16 contains 9341 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7211 members 
Mstep: Class 19 contains 5370 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15717 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 19682 members 
Mstep: Class 25 contains 14497 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 10683 members 
Mstep: Class 28 contains 9507 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 92738 members 
Mstep: Class 31 contains 5324 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4796 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190632.000000 Penalty: 110038.898438
Iteration 158Q: 35 clusters Score -3.819063e+07 nChanged 581
Entering ConstructFrom: 
Score: -38190632.000000 Penalty: 110038.898438
Entering ConstructFrom: 
Trying to split cluster 1 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -483868.718750 Penalty: 2137.339355
	Iteration 0F: 2 clusters Score -483868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -479048.562500 Penalty: 4274.678711
	Iteration 0F: 3 clusters Score -479048.6 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -480232.656250 Penalty: 4274.678711
	Iteration 1F: 3 clusters Score -480232.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -480440.000000 Penalty: 4274.678711
	Iteration 2F: 3 clusters Score -480440 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -480574.687500 Penalty: 4274.678711
	Iteration 3Q: 3 clusters Score -480574.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -480662.656250 Penalty: 4274.678711
	Iteration 4Q: 3 clusters Score -480662.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -480724.812500 Penalty: 4274.678711
	Iteration 5Q: 3 clusters Score -480724.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -480779.343750 Penalty: 4274.678711
	Iteration 6Q: 3 clusters Score -480779.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -480814.093750 Penalty: 4274.678711
	Iteration 7Q: 3 clusters Score -480814.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -480840.093750 Penalty: 4274.678711
	Iteration 8Q: 3 clusters Score -480840.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -480857.500000 Penalty: 4274.678711
	Iteration 9Q: 3 clusters Score -480857.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -480878.343750 Penalty: 4274.678711
	Iteration 10Q: 3 clusters Score -480878.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -480898.468750 Penalty: 4274.678711
	Iteration 11Q: 3 clusters Score -480898.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -480921.343750 Penalty: 4274.678711
	Iteration 12Q: 3 clusters Score -480921.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -480947.468750 Penalty: 4274.678711
	Iteration 13Q: 3 clusters Score -480947.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -480969.906250 Penalty: 4274.678711
	Iteration 14Q: 3 clusters Score -480969.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -480987.625000 Penalty: 4274.678711
	Iteration 15Q: 3 clusters Score -480987.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -481006.312500 Penalty: 4274.678711
	Iteration 16Q: 3 clusters Score -481006.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -481023.500000 Penalty: 4274.678711
	Iteration 17Q: 3 clusters Score -481023.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -481046.375000 Penalty: 4274.678711
	Iteration 18Q: 3 clusters Score -481046.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -481070.062500 Penalty: 4274.678711
	Iteration 19Q: 3 clusters Score -481070.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -481100.343750 Penalty: 4274.678711
	Iteration 20F: 3 clusters Score -481100.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -481127.906250 Penalty: 4274.678711
	Iteration 21Q: 3 clusters Score -481127.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -481160.406250 Penalty: 4274.678711
	Iteration 22Q: 3 clusters Score -481160.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -481198.000000 Penalty: 4274.678711
	Iteration 23Q: 3 clusters Score -481198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -481242.562500 Penalty: 4274.678711
	Iteration 24Q: 3 clusters Score -481242.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -481303.375000 Penalty: 4274.678711
	Iteration 25Q: 3 clusters Score -481303.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -481367.062500 Penalty: 4274.678711
	Iteration 26Q: 3 clusters Score -481367.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -481447.093750 Penalty: 4274.678711
	Iteration 27Q: 3 clusters Score -481447.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -481538.062500 Penalty: 4274.678711
	Iteration 28Q: 3 clusters Score -481538.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -481627.500000 Penalty: 4274.678711
	Iteration 29Q: 3 clusters Score -481627.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -481709.156250 Penalty: 4274.678711
	Iteration 30Q: 3 clusters Score -481709.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -481773.281250 Penalty: 4274.678711
	Iteration 31Q: 3 clusters Score -481773.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -481823.593750 Penalty: 4274.678711
	Iteration 32Q: 3 clusters Score -481823.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -481867.906250 Penalty: 4274.678711
	Iteration 33Q: 3 clusters Score -481867.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -481908.531250 Penalty: 4274.678711
	Iteration 34Q: 3 clusters Score -481908.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -481942.656250 Penalty: 4274.678711
	Iteration 35Q: 3 clusters Score -481942.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -481969.687500 Penalty: 4274.678711
	Iteration 36Q: 3 clusters Score -481969.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -481993.625000 Penalty: 4274.678711
	Iteration 37Q: 3 clusters Score -481993.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -482008.406250 Penalty: 4274.678711
	Iteration 38Q: 3 clusters Score -482008.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -482024.781250 Penalty: 4274.678711
	Iteration 39Q: 3 clusters Score -482024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -482036.343750 Penalty: 4274.678711
	Iteration 40F: 3 clusters Score -482036.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -482045.687500 Penalty: 4274.678711
	Iteration 41Q: 3 clusters Score -482045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -482053.937500 Penalty: 4274.678711
	Iteration 42Q: 3 clusters Score -482053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -482058.656250 Penalty: 4274.678711
	Iteration 43Q: 3 clusters Score -482058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -482062.625000 Penalty: 4274.678711
	Iteration 44Q: 3 clusters Score -482062.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -482066.937500 Penalty: 4274.678711
	Iteration 45Q: 3 clusters Score -482066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -482069.093750 Penalty: 4274.678711
	Iteration 46Q: 3 clusters Score -482069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -482070.562500 Penalty: 4274.678711
	Iteration 47Q: 3 clusters Score -482070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -482070.406250 Penalty: 4274.678711
	Iteration 48Q: 3 clusters Score -482070.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -482070.843750 Penalty: 4274.678711
	Iteration 49Q: 3 clusters Score -482070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -482073.250000 Penalty: 4274.678711
	Iteration 50Q: 3 clusters Score -482073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -482076.687500 Penalty: 4274.678711
	Iteration 51Q: 3 clusters Score -482076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -482077.812500 Penalty: 4274.678711
	Iteration 52Q: 3 clusters Score -482077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -482079.093750 Penalty: 4274.678711
	Iteration 53Q: 3 clusters Score -482079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -482082.531250 Penalty: 4274.678711
	Iteration 54Q: 3 clusters Score -482082.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -482082.531250 Penalty: 4274.678711
	Iteration 55F: 3 clusters Score -482082.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Entering Unmasked Estep 
Score: -2035777.000000 Penalty: 2495.065430
	Iteration 0F: 2 clusters Score -2035777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2019441.625000 Penalty: 4990.130859
	Iteration 0F: 3 clusters Score -2019442 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2025199.125000 Penalty: 4990.130859
	Iteration 1F: 3 clusters Score -2025199 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2025760.875000 Penalty: 4990.130859
	Iteration 2F: 3 clusters Score -2025761 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2026301.500000 Penalty: 4990.130859
	Iteration 3F: 3 clusters Score -2026302 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2026925.750000 Penalty: 4990.130859
	Iteration 4F: 3 clusters Score -2026926 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2027675.375000 Penalty: 4990.130859
	Iteration 5F: 3 clusters Score -2027675 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2028585.250000 Penalty: 4990.130859
	Iteration 6F: 3 clusters Score -2028585 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2029568.125000 Penalty: 4990.130859
	Iteration 7F: 3 clusters Score -2029568 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2030577.375000 Penalty: 4990.130859
	Iteration 8F: 3 clusters Score -2030577 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2031383.875000 Penalty: 4990.130859
	Iteration 9F: 3 clusters Score -2031384 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2032013.500000 Penalty: 4990.130859
	Iteration 10Q: 3 clusters Score -2032014 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2032483.750000 Penalty: 4990.130859
	Iteration 11Q: 3 clusters Score -2032484 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2032827.750000 Penalty: 4990.130859
	Iteration 12Q: 3 clusters Score -2032828 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2033036.125000 Penalty: 4990.130859
	Iteration 13Q: 3 clusters Score -2033036 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2033204.250000 Penalty: 4990.130859
	Iteration 14Q: 3 clusters Score -2033204 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2033326.625000 Penalty: 4990.130859
	Iteration 15Q: 3 clusters Score -2033327 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2033409.750000 Penalty: 4990.130859
	Iteration 16Q: 3 clusters Score -2033410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2033480.125000 Penalty: 4990.130859
	Iteration 17Q: 3 clusters Score -2033480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2033522.625000 Penalty: 4990.130859
	Iteration 18Q: 3 clusters Score -2033523 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2033560.000000 Penalty: 4990.130859
	Iteration 19Q: 3 clusters Score -2033560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2033586.000000 Penalty: 4990.130859
	Iteration 20F: 3 clusters Score -2033586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2033621.750000 Penalty: 4990.130859
	Iteration 21Q: 3 clusters Score -2033622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2033644.250000 Penalty: 4990.130859
	Iteration 22Q: 3 clusters Score -2033644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2033664.625000 Penalty: 4990.130859
	Iteration 23Q: 3 clusters Score -2033665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2033686.875000 Penalty: 4990.130859
	Iteration 24Q: 3 clusters Score -2033687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2033697.250000 Penalty: 4990.130859
	Iteration 25Q: 3 clusters Score -2033697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2033705.875000 Penalty: 4990.130859
	Iteration 26Q: 3 clusters Score -2033706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2033713.500000 Penalty: 4990.130859
	Iteration 27Q: 3 clusters Score -2033714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2033723.625000 Penalty: 4990.130859
	Iteration 28Q: 3 clusters Score -2033724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2033731.750000 Penalty: 4990.130859
	Iteration 29Q: 3 clusters Score -2033732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2033737.375000 Penalty: 4990.130859
	Iteration 30Q: 3 clusters Score -2033737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2033738.625000 Penalty: 4990.130859
	Iteration 31Q: 3 clusters Score -2033739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2033739.750000 Penalty: 4990.130859
	Iteration 32Q: 3 clusters Score -2033740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2033744.500000 Penalty: 4990.130859
	Iteration 33Q: 3 clusters Score -2033744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2033751.750000 Penalty: 4990.130859
	Iteration 34Q: 3 clusters Score -2033752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2033760.000000 Penalty: 4990.130859
	Iteration 35Q: 3 clusters Score -2033760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2033762.125000 Penalty: 4990.130859
	Iteration 36Q: 3 clusters Score -2033762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2033766.500000 Penalty: 4990.130859
	Iteration 37Q: 3 clusters Score -2033766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2033771.000000 Penalty: 4990.130859
	Iteration 38Q: 3 clusters Score -2033771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2033767.875000 Penalty: 4990.130859
	Iteration 39Q: 3 clusters Score -2033768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2033769.000000 Penalty: 4990.130859
	Iteration 40F: 3 clusters Score -2033769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -290866.000000 Penalty: 2039.592407
	Iteration 0F: 2 clusters Score -290866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -287149.187500 Penalty: 4079.184814
	Iteration 0F: 3 clusters Score -287149.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -287971.812500 Penalty: 4079.184814
	Iteration 1F: 3 clusters Score -287971.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -288221.531250 Penalty: 4079.184814
	Iteration 2F: 3 clusters Score -288221.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -288425.406250 Penalty: 4079.184814
	Iteration 3F: 3 clusters Score -288425.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -288587.125000 Penalty: 4079.184814
	Iteration 4F: 3 clusters Score -288587.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -288705.906250 Penalty: 4079.184814
	Iteration 5Q: 3 clusters Score -288705.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -288799.968750 Penalty: 4079.184814
	Iteration 6Q: 3 clusters Score -288800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -288870.312500 Penalty: 4079.184814
	Iteration 7Q: 3 clusters Score -288870.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -288934.187500 Penalty: 4079.184814
	Iteration 8Q: 3 clusters Score -288934.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -288984.718750 Penalty: 4079.184814
	Iteration 9Q: 3 clusters Score -288984.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -289031.968750 Penalty: 4079.184814
	Iteration 10Q: 3 clusters Score -289032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -289074.437500 Penalty: 4079.184814
	Iteration 11Q: 3 clusters Score -289074.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -289114.937500 Penalty: 4079.184814
	Iteration 12Q: 3 clusters Score -289114.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -289151.593750 Penalty: 4079.184814
	Iteration 13Q: 3 clusters Score -289151.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -289189.250000 Penalty: 4079.184814
	Iteration 14Q: 3 clusters Score -289189.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -289226.812500 Penalty: 4079.184814
	Iteration 15Q: 3 clusters Score -289226.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -289247.656250 Penalty: 4079.184814
	Iteration 16Q: 3 clusters Score -289247.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -289267.000000 Penalty: 4079.184814
	Iteration 17Q: 3 clusters Score -289267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -289287.718750 Penalty: 4079.184814
	Iteration 18Q: 3 clusters Score -289287.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289306.000000 Penalty: 4079.184814
	Iteration 19Q: 3 clusters Score -289306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -289321.875000 Penalty: 4079.184814
	Iteration 20F: 3 clusters Score -289321.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289330.437500 Penalty: 4079.184814
	Iteration 21Q: 3 clusters Score -289330.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -289338.312500 Penalty: 4079.184814
	Iteration 22Q: 3 clusters Score -289338.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289347.062500 Penalty: 4079.184814
	Iteration 23Q: 3 clusters Score -289347.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289353.156250 Penalty: 4079.184814
	Iteration 24Q: 3 clusters Score -289353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289358.375000 Penalty: 4079.184814
	Iteration 25Q: 3 clusters Score -289358.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -289364.812500 Penalty: 4079.184814
	Iteration 26Q: 3 clusters Score -289364.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289367.625000 Penalty: 4079.184814
	Iteration 27Q: 3 clusters Score -289367.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -289373.843750 Penalty: 4079.184814
	Iteration 28Q: 3 clusters Score -289373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -289379.625000 Penalty: 4079.184814
	Iteration 29Q: 3 clusters Score -289379.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -289384.937500 Penalty: 4079.184814
	Iteration 30Q: 3 clusters Score -289384.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -289389.312500 Penalty: 4079.184814
	Iteration 31Q: 3 clusters Score -289389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -289393.062500 Penalty: 4079.184814
	Iteration 32Q: 3 clusters Score -289393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -289397.218750 Penalty: 4079.184814
	Iteration 33Q: 3 clusters Score -289397.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -289401.500000 Penalty: 4079.184814
	Iteration 34Q: 3 clusters Score -289401.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289406.562500 Penalty: 4079.184814
	Iteration 35Q: 3 clusters Score -289406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -289410.125000 Penalty: 4079.184814
	Iteration 36Q: 3 clusters Score -289410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -289416.281250 Penalty: 4079.184814
	Iteration 37Q: 3 clusters Score -289416.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -289420.343750 Penalty: 4079.184814
	Iteration 38Q: 3 clusters Score -289420.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -289425.250000 Penalty: 4079.184814
	Iteration 39Q: 3 clusters Score -289425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -289426.437500 Penalty: 4079.184814
	Iteration 40F: 3 clusters Score -289426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -289427.281250 Penalty: 4079.184814
	Iteration 41Q: 3 clusters Score -289427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -289428.687500 Penalty: 4079.184814
	Iteration 42Q: 3 clusters Score -289428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -289430.250000 Penalty: 4079.184814
	Iteration 43Q: 3 clusters Score -289430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -289431.000000 Penalty: 4079.184814
	Iteration 44Q: 3 clusters Score -289431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -289430.875000 Penalty: 4079.184814
	Iteration 45Q: 3 clusters Score -289430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -289430.875000 Penalty: 4079.184814
	Iteration 46F: 3 clusters Score -289430.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Entering Unmasked Estep 
Score: -847158.000000 Penalty: 2279.785889
	Iteration 0F: 2 clusters Score -847158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -839637.375000 Penalty: 4559.571777
	Iteration 0F: 3 clusters Score -839637.4 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -841822.375000 Penalty: 4559.571777
	Iteration 1F: 3 clusters Score -841822.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -842105.312500 Penalty: 4559.571777
	Iteration 2F: 3 clusters Score -842105.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -842280.937500 Penalty: 4559.571777
	Iteration 3Q: 3 clusters Score -842280.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -842425.187500 Penalty: 4559.571777
	Iteration 4Q: 3 clusters Score -842425.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -842539.937500 Penalty: 4559.571777
	Iteration 5Q: 3 clusters Score -842539.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -842641.687500 Penalty: 4559.571777
	Iteration 6Q: 3 clusters Score -842641.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -842742.500000 Penalty: 4559.571777
	Iteration 7Q: 3 clusters Score -842742.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -842840.312500 Penalty: 4559.571777
	Iteration 8Q: 3 clusters Score -842840.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -842944.625000 Penalty: 4559.571777
	Iteration 9Q: 3 clusters Score -842944.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -843057.375000 Penalty: 4559.571777
	Iteration 10Q: 3 clusters Score -843057.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -843183.125000 Penalty: 4559.571777
	Iteration 11Q: 3 clusters Score -843183.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -843343.812500 Penalty: 4559.571777
	Iteration 12Q: 3 clusters Score -843343.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -843592.937500 Penalty: 4559.571777
	Iteration 13Q: 3 clusters Score -843592.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -843902.375000 Penalty: 4559.571777
	Iteration 14Q: 3 clusters Score -843902.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -844235.812500 Penalty: 4559.571777
	Iteration 15Q: 3 clusters Score -844235.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -844554.500000 Penalty: 4559.571777
	Iteration 16Q: 3 clusters Score -844554.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -844782.250000 Penalty: 4559.571777
	Iteration 17Q: 3 clusters Score -844782.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -844977.000000 Penalty: 4559.571777
	Iteration 18Q: 3 clusters Score -844977 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -845109.437500 Penalty: 4559.571777
	Iteration 19Q: 3 clusters Score -845109.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -845193.562500 Penalty: 4559.571777
	Iteration 20F: 3 clusters Score -845193.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -845236.062500 Penalty: 4559.571777
	Iteration 21Q: 3 clusters Score -845236.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -845261.375000 Penalty: 4559.571777
	Iteration 22Q: 3 clusters Score -845261.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -845280.812500 Penalty: 4559.571777
	Iteration 23Q: 3 clusters Score -845280.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -845296.437500 Penalty: 4559.571777
	Iteration 24Q: 3 clusters Score -845296.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -845304.125000 Penalty: 4559.571777
	Iteration 25Q: 3 clusters Score -845304.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -845314.937500 Penalty: 4559.571777
	Iteration 26Q: 3 clusters Score -845314.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -845320.875000 Penalty: 4559.571777
	Iteration 27Q: 3 clusters Score -845320.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -845325.062500 Penalty: 4559.571777
	Iteration 28Q: 3 clusters Score -845325.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -845329.750000 Penalty: 4559.571777
	Iteration 29Q: 3 clusters Score -845329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -845330.562500 Penalty: 4559.571777
	Iteration 30Q: 3 clusters Score -845330.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -845332.000000 Penalty: 4559.571777
	Iteration 31Q: 3 clusters Score -845332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -845333.750000 Penalty: 4559.571777
	Iteration 32Q: 3 clusters Score -845333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -845333.750000 Penalty: 4559.571777
	Iteration 33Q: 3 clusters Score -845333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -845337.750000 Penalty: 4559.571777
	Iteration 34Q: 3 clusters Score -845337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -845336.000000 Penalty: 4559.571777
	Iteration 35Q: 3 clusters Score -845336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -845338.187500 Penalty: 4559.571777
	Iteration 36Q: 3 clusters Score -845338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -845338.500000 Penalty: 4559.571777
	Iteration 37Q: 3 clusters Score -845338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -845341.062500 Penalty: 4559.571777
	Iteration 38Q: 3 clusters Score -845341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -845343.500000 Penalty: 4559.571777
	Iteration 39Q: 3 clusters Score -845343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -845342.625000 Penalty: 4559.571777
	Iteration 40F: 3 clusters Score -845342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Entering Unmasked Estep 
Score: -2009312.500000 Penalty: 2493.214844
	Iteration 0F: 2 clusters Score -2009312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1993186.875000 Penalty: 4986.429688
	Iteration 0F: 3 clusters Score -1993187 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1998855.000000 Penalty: 4986.429688
	Iteration 1F: 3 clusters Score -1998855 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1999454.375000 Penalty: 4986.429688
	Iteration 2F: 3 clusters Score -1999454 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2000030.625000 Penalty: 4986.429688
	Iteration 3F: 3 clusters Score -2000031 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2000718.375000 Penalty: 4986.429688
	Iteration 4F: 3 clusters Score -2000718 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2001538.875000 Penalty: 4986.429688
	Iteration 5F: 3 clusters Score -2001539 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2002381.875000 Penalty: 4986.429688
	Iteration 6F: 3 clusters Score -2002382 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2003282.250000 Penalty: 4986.429688
	Iteration 7F: 3 clusters Score -2003282 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2004155.250000 Penalty: 4986.429688
	Iteration 8Q: 3 clusters Score -2004155 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2004993.250000 Penalty: 4986.429688
	Iteration 9Q: 3 clusters Score -2004993 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2005682.750000 Penalty: 4986.429688
	Iteration 10Q: 3 clusters Score -2005683 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2006148.625000 Penalty: 4986.429688
	Iteration 11Q: 3 clusters Score -2006149 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2006472.625000 Penalty: 4986.429688
	Iteration 12Q: 3 clusters Score -2006473 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2006709.875000 Penalty: 4986.429688
	Iteration 13Q: 3 clusters Score -2006710 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2006864.750000 Penalty: 4986.429688
	Iteration 14Q: 3 clusters Score -2006865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2006952.875000 Penalty: 4986.429688
	Iteration 15Q: 3 clusters Score -2006953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2007010.750000 Penalty: 4986.429688
	Iteration 16Q: 3 clusters Score -2007011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2007046.875000 Penalty: 4986.429688
	Iteration 17Q: 3 clusters Score -2007047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2007075.250000 Penalty: 4986.429688
	Iteration 18Q: 3 clusters Score -2007075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2007096.250000 Penalty: 4986.429688
	Iteration 19Q: 3 clusters Score -2007096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2007116.375000 Penalty: 4986.429688
	Iteration 20F: 3 clusters Score -2007116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2007134.000000 Penalty: 4986.429688
	Iteration 21Q: 3 clusters Score -2007134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2007139.250000 Penalty: 4986.429688
	Iteration 22Q: 3 clusters Score -2007139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2007151.500000 Penalty: 4986.429688
	Iteration 23Q: 3 clusters Score -2007152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2007166.125000 Penalty: 4986.429688
	Iteration 24Q: 3 clusters Score -2007166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2007177.500000 Penalty: 4986.429688
	Iteration 25Q: 3 clusters Score -2007178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2007191.500000 Penalty: 4986.429688
	Iteration 26Q: 3 clusters Score -2007192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2007207.250000 Penalty: 4986.429688
	Iteration 27Q: 3 clusters Score -2007207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2007217.375000 Penalty: 4986.429688
	Iteration 28Q: 3 clusters Score -2007217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2007217.625000 Penalty: 4986.429688
	Iteration 29Q: 3 clusters Score -2007218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2007221.125000 Penalty: 4986.429688
	Iteration 30Q: 3 clusters Score -2007221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2007223.000000 Penalty: 4986.429688
	Iteration 31Q: 3 clusters Score -2007223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2007227.625000 Penalty: 4986.429688
	Iteration 32Q: 3 clusters Score -2007228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2007232.750000 Penalty: 4986.429688
	Iteration 33Q: 3 clusters Score -2007233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2007239.000000 Penalty: 4986.429688
	Iteration 34Q: 3 clusters Score -2007239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2007242.000000 Penalty: 4986.429688
	Iteration 35Q: 3 clusters Score -2007242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2007242.875000 Penalty: 4986.429688
	Iteration 36Q: 3 clusters Score -2007243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2007245.125000 Penalty: 4986.429688
	Iteration 37Q: 3 clusters Score -2007245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2007246.500000 Penalty: 4986.429688
	Iteration 38Q: 3 clusters Score -2007246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2007250.000000 Penalty: 4986.429688
	Iteration 39Q: 3 clusters Score -2007250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -2007253.250000 Penalty: 4986.429688
	Iteration 40F: 3 clusters Score -2007253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2007254.375000 Penalty: 4986.429688
	Iteration 41Q: 3 clusters Score -2007254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2007254.375000 Penalty: 4986.429688
	Iteration 42F: 3 clusters Score -2007254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Entering Unmasked Estep 
Score: -377211.625000 Penalty: 2083.251953
	Iteration 0F: 2 clusters Score -377211.6 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 2250 members 
Entering Unmasked Estep 
Score: -373002.031250 Penalty: 4166.503906
	Iteration 0F: 3 clusters Score -373002 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -373951.531250 Penalty: 4166.503906
	Iteration 1F: 3 clusters Score -373951.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -374153.437500 Penalty: 4166.503906
	Iteration 2F: 3 clusters Score -374153.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -374288.218750 Penalty: 4166.503906
	Iteration 3Q: 3 clusters Score -374288.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -374391.406250 Penalty: 4166.503906
	Iteration 4Q: 3 clusters Score -374391.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -374470.593750 Penalty: 4166.503906
	Iteration 5Q: 3 clusters Score -374470.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -374542.875000 Penalty: 4166.503906
	Iteration 6Q: 3 clusters Score -374542.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -374607.875000 Penalty: 4166.503906
	Iteration 7Q: 3 clusters Score -374607.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -374661.687500 Penalty: 4166.503906
	Iteration 8Q: 3 clusters Score -374661.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -374703.218750 Penalty: 4166.503906
	Iteration 9Q: 3 clusters Score -374703.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -374728.781250 Penalty: 4166.503906
	Iteration 10Q: 3 clusters Score -374728.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -374753.937500 Penalty: 4166.503906
	Iteration 11Q: 3 clusters Score -374753.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -374778.125000 Penalty: 4166.503906
	Iteration 12Q: 3 clusters Score -374778.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -374798.468750 Penalty: 4166.503906
	Iteration 13Q: 3 clusters Score -374798.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -374810.812500 Penalty: 4166.503906
	Iteration 14Q: 3 clusters Score -374810.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -374820.875000 Penalty: 4166.503906
	Iteration 15Q: 3 clusters Score -374820.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -374828.375000 Penalty: 4166.503906
	Iteration 16Q: 3 clusters Score -374828.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -374836.218750 Penalty: 4166.503906
	Iteration 17Q: 3 clusters Score -374836.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -374844.437500 Penalty: 4166.503906
	Iteration 18Q: 3 clusters Score -374844.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -374849.656250 Penalty: 4166.503906
	Iteration 19Q: 3 clusters Score -374849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -374852.656250 Penalty: 4166.503906
	Iteration 20F: 3 clusters Score -374852.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -374856.187500 Penalty: 4166.503906
	Iteration 21Q: 3 clusters Score -374856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -374857.343750 Penalty: 4166.503906
	Iteration 22Q: 3 clusters Score -374857.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -374857.312500 Penalty: 4166.503906
	Iteration 23Q: 3 clusters Score -374857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -374857.718750 Penalty: 4166.503906
	Iteration 24Q: 3 clusters Score -374857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -374858.562500 Penalty: 4166.503906
	Iteration 25Q: 3 clusters Score -374858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -374858.562500 Penalty: 4166.503906
	Iteration 26F: 3 clusters Score -374858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -199690.203125 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -199690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -196528.343750 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -196528.3 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -197302.796875 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -197302.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -197594.828125 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -197594.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -197782.015625 Penalty: 3954.172119
	Iteration 3F: 3 clusters Score -197782 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -197959.046875 Penalty: 3954.172119
	Iteration 4F: 3 clusters Score -197959 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -198121.671875 Penalty: 3954.172119
	Iteration 5F: 3 clusters Score -198121.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -198295.687500 Penalty: 3954.172119
	Iteration 6F: 3 clusters Score -198295.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -198435.109375 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -198435.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -198531.000000 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -198531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -198630.671875 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -198630.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -198714.281250 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -198714.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -198786.125000 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -198786.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -198835.750000 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -198835.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -198863.000000 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -198863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -198885.484375 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -198885.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -198909.890625 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -198909.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -198928.312500 Penalty: 3954.172119
	Iteration 16Q: 3 clusters Score -198928.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -198938.109375 Penalty: 3954.172119
	Iteration 17Q: 3 clusters Score -198938.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -198942.343750 Penalty: 3954.172119
	Iteration 18Q: 3 clusters Score -198942.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -198946.656250 Penalty: 3954.172119
	Iteration 19Q: 3 clusters Score -198946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -198950.515625 Penalty: 3954.172119
	Iteration 20F: 3 clusters Score -198950.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -198955.937500 Penalty: 3954.172119
	Iteration 21Q: 3 clusters Score -198955.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -198965.171875 Penalty: 3954.172119
	Iteration 22Q: 3 clusters Score -198965.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -198969.265625 Penalty: 3954.172119
	Iteration 23Q: 3 clusters Score -198969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -198972.578125 Penalty: 3954.172119
	Iteration 24Q: 3 clusters Score -198972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -198973.578125 Penalty: 3954.172119
	Iteration 25Q: 3 clusters Score -198973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -198973.843750 Penalty: 3954.172119
	Iteration 26Q: 3 clusters Score -198973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -198973.843750 Penalty: 3954.172119
	Iteration 27F: 3 clusters Score -198973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Entering Unmasked Estep 
Score: -685737.437500 Penalty: 2222.100342
	Iteration 0F: 2 clusters Score -685737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -679494.875000 Penalty: 4444.200684
	Iteration 0F: 3 clusters Score -679494.9 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -681143.062500 Penalty: 4444.200684
	Iteration 1F: 3 clusters Score -681143.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -681411.062500 Penalty: 4444.200684
	Iteration 2F: 3 clusters Score -681411.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -681594.562500 Penalty: 4444.200684
	Iteration 3F: 3 clusters Score -681594.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -681723.562500 Penalty: 4444.200684
	Iteration 4Q: 3 clusters Score -681723.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -681842.562500 Penalty: 4444.200684
	Iteration 5Q: 3 clusters Score -681842.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -681954.937500 Penalty: 4444.200684
	Iteration 6Q: 3 clusters Score -681954.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -682057.250000 Penalty: 4444.200684
	Iteration 7Q: 3 clusters Score -682057.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -682169.625000 Penalty: 4444.200684
	Iteration 8Q: 3 clusters Score -682169.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -682294.375000 Penalty: 4444.200684
	Iteration 9Q: 3 clusters Score -682294.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -682448.937500 Penalty: 4444.200684
	Iteration 10Q: 3 clusters Score -682448.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -682605.562500 Penalty: 4444.200684
	Iteration 11Q: 3 clusters Score -682605.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -682757.000000 Penalty: 4444.200684
	Iteration 12Q: 3 clusters Score -682757 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -682890.375000 Penalty: 4444.200684
	Iteration 13Q: 3 clusters Score -682890.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -683033.625000 Penalty: 4444.200684
	Iteration 14Q: 3 clusters Score -683033.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -683153.437500 Penalty: 4444.200684
	Iteration 15Q: 3 clusters Score -683153.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -683260.000000 Penalty: 4444.200684
	Iteration 16Q: 3 clusters Score -683260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -683353.125000 Penalty: 4444.200684
	Iteration 17Q: 3 clusters Score -683353.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -683440.187500 Penalty: 4444.200684
	Iteration 18Q: 3 clusters Score -683440.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -683527.000000 Penalty: 4444.200684
	Iteration 19Q: 3 clusters Score -683527 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -683603.750000 Penalty: 4444.200684
	Iteration 20F: 3 clusters Score -683603.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -683659.312500 Penalty: 4444.200684
	Iteration 21Q: 3 clusters Score -683659.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -683704.437500 Penalty: 4444.200684
	Iteration 22Q: 3 clusters Score -683704.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -683748.250000 Penalty: 4444.200684
	Iteration 23Q: 3 clusters Score -683748.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -683778.625000 Penalty: 4444.200684
	Iteration 24Q: 3 clusters Score -683778.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -683794.812500 Penalty: 4444.200684
	Iteration 25Q: 3 clusters Score -683794.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -683812.937500 Penalty: 4444.200684
	Iteration 26Q: 3 clusters Score -683812.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -683825.750000 Penalty: 4444.200684
	Iteration 27Q: 3 clusters Score -683825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -683830.437500 Penalty: 4444.200684
	Iteration 28Q: 3 clusters Score -683830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -683833.875000 Penalty: 4444.200684
	Iteration 29Q: 3 clusters Score -683833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -683837.062500 Penalty: 4444.200684
	Iteration 30Q: 3 clusters Score -683837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -683842.500000 Penalty: 4444.200684
	Iteration 31Q: 3 clusters Score -683842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -683843.500000 Penalty: 4444.200684
	Iteration 32Q: 3 clusters Score -683843.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -683847.312500 Penalty: 4444.200684
	Iteration 33Q: 3 clusters Score -683847.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -683852.000000 Penalty: 4444.200684
	Iteration 34Q: 3 clusters Score -683852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -683852.687500 Penalty: 4444.200684
	Iteration 35Q: 3 clusters Score -683852.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -683854.687500 Penalty: 4444.200684
	Iteration 36Q: 3 clusters Score -683854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -683854.750000 Penalty: 4444.200684
	Iteration 37Q: 3 clusters Score -683854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -683855.687500 Penalty: 4444.200684
	Iteration 38Q: 3 clusters Score -683855.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -683855.687500 Penalty: 4444.200684
	Iteration 39F: 3 clusters Score -683855.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -657786.000000 Penalty: 2238.104004
	Iteration 0F: 2 clusters Score -657786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -651102.687500 Penalty: 4476.208008
	Iteration 0F: 3 clusters Score -651102.7 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -653025.625000 Penalty: 4476.208008
	Iteration 1F: 3 clusters Score -653025.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -653316.812500 Penalty: 4476.208008
	Iteration 2F: 3 clusters Score -653316.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -653524.000000 Penalty: 4476.208008
	Iteration 3F: 3 clusters Score -653524 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -653716.875000 Penalty: 4476.208008
	Iteration 4Q: 3 clusters Score -653716.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -653902.000000 Penalty: 4476.208008
	Iteration 5Q: 3 clusters Score -653902 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -654068.687500 Penalty: 4476.208008
	Iteration 6Q: 3 clusters Score -654068.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -654236.687500 Penalty: 4476.208008
	Iteration 7Q: 3 clusters Score -654236.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -654402.125000 Penalty: 4476.208008
	Iteration 8Q: 3 clusters Score -654402.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -654564.125000 Penalty: 4476.208008
	Iteration 9Q: 3 clusters Score -654564.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -654708.062500 Penalty: 4476.208008
	Iteration 10Q: 3 clusters Score -654708.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -654836.562500 Penalty: 4476.208008
	Iteration 11Q: 3 clusters Score -654836.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -654959.875000 Penalty: 4476.208008
	Iteration 12Q: 3 clusters Score -654959.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -655081.062500 Penalty: 4476.208008
	Iteration 13Q: 3 clusters Score -655081.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -655205.625000 Penalty: 4476.208008
	Iteration 14Q: 3 clusters Score -655205.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -655306.375000 Penalty: 4476.208008
	Iteration 15Q: 3 clusters Score -655306.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -655399.250000 Penalty: 4476.208008
	Iteration 16Q: 3 clusters Score -655399.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -655492.437500 Penalty: 4476.208008
	Iteration 17Q: 3 clusters Score -655492.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -655565.562500 Penalty: 4476.208008
	Iteration 18Q: 3 clusters Score -655565.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -655622.937500 Penalty: 4476.208008
	Iteration 19Q: 3 clusters Score -655622.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -655670.062500 Penalty: 4476.208008
	Iteration 20F: 3 clusters Score -655670.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -655708.500000 Penalty: 4476.208008
	Iteration 21Q: 3 clusters Score -655708.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -655748.187500 Penalty: 4476.208008
	Iteration 22Q: 3 clusters Score -655748.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -655786.437500 Penalty: 4476.208008
	Iteration 23Q: 3 clusters Score -655786.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -655819.062500 Penalty: 4476.208008
	Iteration 24Q: 3 clusters Score -655819.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -655836.937500 Penalty: 4476.208008
	Iteration 25Q: 3 clusters Score -655836.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -655847.187500 Penalty: 4476.208008
	Iteration 26Q: 3 clusters Score -655847.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -655853.000000 Penalty: 4476.208008
	Iteration 27Q: 3 clusters Score -655853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -655867.750000 Penalty: 4476.208008
	Iteration 28Q: 3 clusters Score -655867.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -655877.500000 Penalty: 4476.208008
	Iteration 29Q: 3 clusters Score -655877.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -655893.500000 Penalty: 4476.208008
	Iteration 30Q: 3 clusters Score -655893.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -655906.812500 Penalty: 4476.208008
	Iteration 31Q: 3 clusters Score -655906.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -655922.125000 Penalty: 4476.208008
	Iteration 32Q: 3 clusters Score -655922.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -655928.687500 Penalty: 4476.208008
	Iteration 33Q: 3 clusters Score -655928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -655935.437500 Penalty: 4476.208008
	Iteration 34Q: 3 clusters Score -655935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -655940.437500 Penalty: 4476.208008
	Iteration 35Q: 3 clusters Score -655940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -655944.937500 Penalty: 4476.208008
	Iteration 36Q: 3 clusters Score -655944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -655948.312500 Penalty: 4476.208008
	Iteration 37Q: 3 clusters Score -655948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -655947.187500 Penalty: 4476.208008
	Iteration 38Q: 3 clusters Score -655947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -655947.187500 Penalty: 4476.208008
	Iteration 39F: 3 clusters Score -655947.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Entering Unmasked Estep 
Score: -1271515.750000 Penalty: 2391.487793
	Iteration 0F: 2 clusters Score -1271516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1260330.875000 Penalty: 4782.975586
	Iteration 0F: 3 clusters Score -1260331 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1263931.500000 Penalty: 4782.975586
	Iteration 1F: 3 clusters Score -1263932 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1264363.250000 Penalty: 4782.975586
	Iteration 2F: 3 clusters Score -1264363 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1264801.875000 Penalty: 4782.975586
	Iteration 3F: 3 clusters Score -1264802 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1265294.500000 Penalty: 4782.975586
	Iteration 4F: 3 clusters Score -1265294 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1265865.875000 Penalty: 4782.975586
	Iteration 5F: 3 clusters Score -1265866 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1266433.125000 Penalty: 4782.975586
	Iteration 6F: 3 clusters Score -1266433 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1267025.875000 Penalty: 4782.975586
	Iteration 7F: 3 clusters Score -1267026 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1267609.750000 Penalty: 4782.975586
	Iteration 8F: 3 clusters Score -1267610 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1268109.375000 Penalty: 4782.975586
	Iteration 9F: 3 clusters Score -1268109 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1268508.125000 Penalty: 4782.975586
	Iteration 10Q: 3 clusters Score -1268508 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1268771.125000 Penalty: 4782.975586
	Iteration 11Q: 3 clusters Score -1268771 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1268973.250000 Penalty: 4782.975586
	Iteration 12Q: 3 clusters Score -1268973 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1269135.250000 Penalty: 4782.975586
	Iteration 13Q: 3 clusters Score -1269135 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1269251.250000 Penalty: 4782.975586
	Iteration 14Q: 3 clusters Score -1269251 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1269349.625000 Penalty: 4782.975586
	Iteration 15Q: 3 clusters Score -1269350 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1269431.375000 Penalty: 4782.975586
	Iteration 16Q: 3 clusters Score -1269431 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1269492.375000 Penalty: 4782.975586
	Iteration 17Q: 3 clusters Score -1269492 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1269543.000000 Penalty: 4782.975586
	Iteration 18Q: 3 clusters Score -1269543 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1269587.625000 Penalty: 4782.975586
	Iteration 19Q: 3 clusters Score -1269588 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1269630.750000 Penalty: 4782.975586
	Iteration 20F: 3 clusters Score -1269631 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1269662.000000 Penalty: 4782.975586
	Iteration 21Q: 3 clusters Score -1269662 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1269693.125000 Penalty: 4782.975586
	Iteration 22Q: 3 clusters Score -1269693 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1269727.125000 Penalty: 4782.975586
	Iteration 23Q: 3 clusters Score -1269727 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1269756.375000 Penalty: 4782.975586
	Iteration 24Q: 3 clusters Score -1269756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1269777.875000 Penalty: 4782.975586
	Iteration 25Q: 3 clusters Score -1269778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1269803.000000 Penalty: 4782.975586
	Iteration 26Q: 3 clusters Score -1269803 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1269821.500000 Penalty: 4782.975586
	Iteration 27Q: 3 clusters Score -1269822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1269836.625000 Penalty: 4782.975586
	Iteration 28Q: 3 clusters Score -1269837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1269853.125000 Penalty: 4782.975586
	Iteration 29Q: 3 clusters Score -1269853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1269868.875000 Penalty: 4782.975586
	Iteration 30Q: 3 clusters Score -1269869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1269874.000000 Penalty: 4782.975586
	Iteration 31Q: 3 clusters Score -1269874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1269877.875000 Penalty: 4782.975586
	Iteration 32Q: 3 clusters Score -1269878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1269885.250000 Penalty: 4782.975586
	Iteration 33Q: 3 clusters Score -1269885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1269886.000000 Penalty: 4782.975586
	Iteration 34Q: 3 clusters Score -1269886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1269885.375000 Penalty: 4782.975586
	Iteration 35Q: 3 clusters Score -1269885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1269888.125000 Penalty: 4782.975586
	Iteration 36Q: 3 clusters Score -1269888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1269885.500000 Penalty: 4782.975586
	Iteration 37Q: 3 clusters Score -1269886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1269889.625000 Penalty: 4782.975586
	Iteration 38Q: 3 clusters Score -1269890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1269890.125000 Penalty: 4782.975586
	Iteration 39Q: 3 clusters Score -1269890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1269888.500000 Penalty: 4782.975586
	Iteration 40F: 3 clusters Score -1269888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1269887.125000 Penalty: 4782.975586
	Iteration 41Q: 3 clusters Score -1269887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1269887.625000 Penalty: 4782.975586
	Iteration 42Q: 3 clusters Score -1269888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1269891.375000 Penalty: 4782.975586
	Iteration 43Q: 3 clusters Score -1269891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1269890.750000 Penalty: 4782.975586
	Iteration 44Q: 3 clusters Score -1269891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1269892.250000 Penalty: 4782.975586
	Iteration 45Q: 3 clusters Score -1269892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1269893.750000 Penalty: 4782.975586
	Iteration 46Q: 3 clusters Score -1269894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1269890.625000 Penalty: 4782.975586
	Iteration 47Q: 3 clusters Score -1269891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1269893.375000 Penalty: 4782.975586
	Iteration 48Q: 3 clusters Score -1269893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1269893.375000 Penalty: 4782.975586
	Iteration 49F: 3 clusters Score -1269893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Entering Unmasked Estep 
Score: -2372217.500000 Penalty: 2546.117188
	Iteration 0F: 2 clusters Score -2372218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2352477.750000 Penalty: 5092.234375
	Iteration 0F: 3 clusters Score -2352478 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2359541.000000 Penalty: 5092.234375
	Iteration 1F: 3 clusters Score -2359541 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2359989.250000 Penalty: 5092.234375
	Iteration 2Q: 3 clusters Score -2359989 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2360344.250000 Penalty: 5092.234375
	Iteration 3Q: 3 clusters Score -2360344 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2360660.000000 Penalty: 5092.234375
	Iteration 4Q: 3 clusters Score -2360660 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2360946.500000 Penalty: 5092.234375
	Iteration 5Q: 3 clusters Score -2360946 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2361187.500000 Penalty: 5092.234375
	Iteration 6Q: 3 clusters Score -2361188 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2361456.500000 Penalty: 5092.234375
	Iteration 7Q: 3 clusters Score -2361456 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2361749.500000 Penalty: 5092.234375
	Iteration 8Q: 3 clusters Score -2361750 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2362058.250000 Penalty: 5092.234375
	Iteration 9Q: 3 clusters Score -2362058 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2362416.000000 Penalty: 5092.234375
	Iteration 10Q: 3 clusters Score -2362416 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2362845.750000 Penalty: 5092.234375
	Iteration 11Q: 3 clusters Score -2362846 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2363353.500000 Penalty: 5092.234375
	Iteration 12Q: 3 clusters Score -2363354 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2364011.250000 Penalty: 5092.234375
	Iteration 13Q: 3 clusters Score -2364011 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2364762.500000 Penalty: 5092.234375
	Iteration 14Q: 3 clusters Score -2364762 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2365565.750000 Penalty: 5092.234375
	Iteration 15Q: 3 clusters Score -2365566 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2366264.000000 Penalty: 5092.234375
	Iteration 16Q: 3 clusters Score -2366264 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2366741.000000 Penalty: 5092.234375
	Iteration 17Q: 3 clusters Score -2366741 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2367054.500000 Penalty: 5092.234375
	Iteration 18Q: 3 clusters Score -2367054 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2367263.250000 Penalty: 5092.234375
	Iteration 19Q: 3 clusters Score -2367263 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2367451.000000 Penalty: 5092.234375
	Iteration 20F: 3 clusters Score -2367451 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2367624.000000 Penalty: 5092.234375
	Iteration 21Q: 3 clusters Score -2367624 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2367802.000000 Penalty: 5092.234375
	Iteration 22Q: 3 clusters Score -2367802 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2367945.500000 Penalty: 5092.234375
	Iteration 23Q: 3 clusters Score -2367946 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2368098.000000 Penalty: 5092.234375
	Iteration 24Q: 3 clusters Score -2368098 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2368235.500000 Penalty: 5092.234375
	Iteration 25Q: 3 clusters Score -2368236 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2368407.000000 Penalty: 5092.234375
	Iteration 26Q: 3 clusters Score -2368407 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2368575.250000 Penalty: 5092.234375
	Iteration 27Q: 3 clusters Score -2368575 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2368755.500000 Penalty: 5092.234375
	Iteration 28Q: 3 clusters Score -2368756 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2368975.250000 Penalty: 5092.234375
	Iteration 29Q: 3 clusters Score -2368975 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2369197.000000 Penalty: 5092.234375
	Iteration 30Q: 3 clusters Score -2369197 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2369395.500000 Penalty: 5092.234375
	Iteration 31Q: 3 clusters Score -2369396 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2369571.750000 Penalty: 5092.234375
	Iteration 32Q: 3 clusters Score -2369572 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2369723.250000 Penalty: 5092.234375
	Iteration 33Q: 3 clusters Score -2369723 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2369873.750000 Penalty: 5092.234375
	Iteration 34Q: 3 clusters Score -2369874 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2369996.500000 Penalty: 5092.234375
	Iteration 35Q: 3 clusters Score -2369996 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2370082.500000 Penalty: 5092.234375
	Iteration 36Q: 3 clusters Score -2370082 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2370153.000000 Penalty: 5092.234375
	Iteration 37Q: 3 clusters Score -2370153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2370205.250000 Penalty: 5092.234375
	Iteration 38Q: 3 clusters Score -2370205 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2370249.000000 Penalty: 5092.234375
	Iteration 39Q: 3 clusters Score -2370249 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2370276.750000 Penalty: 5092.234375
	Iteration 40F: 3 clusters Score -2370277 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2370293.500000 Penalty: 5092.234375
	Iteration 41Q: 3 clusters Score -2370294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2370315.750000 Penalty: 5092.234375
	Iteration 42Q: 3 clusters Score -2370316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2370330.750000 Penalty: 5092.234375
	Iteration 43Q: 3 clusters Score -2370331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2370353.750000 Penalty: 5092.234375
	Iteration 44Q: 3 clusters Score -2370354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2370363.750000 Penalty: 5092.234375
	Iteration 45Q: 3 clusters Score -2370364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2370377.750000 Penalty: 5092.234375
	Iteration 46Q: 3 clusters Score -2370378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2370397.250000 Penalty: 5092.234375
	Iteration 47Q: 3 clusters Score -2370397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2370414.000000 Penalty: 5092.234375
	Iteration 48Q: 3 clusters Score -2370414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2370426.250000 Penalty: 5092.234375
	Iteration 49Q: 3 clusters Score -2370426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2370443.000000 Penalty: 5092.234375
	Iteration 50Q: 3 clusters Score -2370443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2370451.000000 Penalty: 5092.234375
	Iteration 51Q: 3 clusters Score -2370451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2370465.500000 Penalty: 5092.234375
	Iteration 52Q: 3 clusters Score -2370466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2370470.750000 Penalty: 5092.234375
	Iteration 53Q: 3 clusters Score -2370471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2370479.500000 Penalty: 5092.234375
	Iteration 54Q: 3 clusters Score -2370480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2370482.000000 Penalty: 5092.234375
	Iteration 55Q: 3 clusters Score -2370482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2370484.250000 Penalty: 5092.234375
	Iteration 56Q: 3 clusters Score -2370484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2370483.250000 Penalty: 5092.234375
	Iteration 57Q: 3 clusters Score -2370483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2370488.000000 Penalty: 5092.234375
	Iteration 58Q: 3 clusters Score -2370488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2370488.250000 Penalty: 5092.234375
	Iteration 59Q: 3 clusters Score -2370488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2370488.250000 Penalty: 5092.234375
	Iteration 60F: 3 clusters Score -2370488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Entering Unmasked Estep 
Score: -379843.281250 Penalty: 2102.965332
	Iteration 0F: 2 clusters Score -379843.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -375407.218750 Penalty: 4205.930664
	Iteration 0F: 3 clusters Score -375407.2 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -376429.000000 Penalty: 4205.930664
	Iteration 1F: 3 clusters Score -376429 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -376670.593750 Penalty: 4205.930664
	Iteration 2F: 3 clusters Score -376670.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -376822.968750 Penalty: 4205.930664
	Iteration 3F: 3 clusters Score -376823 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -376916.812500 Penalty: 4205.930664
	Iteration 4Q: 3 clusters Score -376916.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -376991.781250 Penalty: 4205.930664
	Iteration 5Q: 3 clusters Score -376991.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -377058.312500 Penalty: 4205.930664
	Iteration 6Q: 3 clusters Score -377058.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -377108.125000 Penalty: 4205.930664
	Iteration 7Q: 3 clusters Score -377108.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -377151.312500 Penalty: 4205.930664
	Iteration 8Q: 3 clusters Score -377151.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -377183.625000 Penalty: 4205.930664
	Iteration 9Q: 3 clusters Score -377183.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -377217.156250 Penalty: 4205.930664
	Iteration 10Q: 3 clusters Score -377217.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -377239.687500 Penalty: 4205.930664
	Iteration 11Q: 3 clusters Score -377239.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -377263.093750 Penalty: 4205.930664
	Iteration 12Q: 3 clusters Score -377263.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -377289.875000 Penalty: 4205.930664
	Iteration 13Q: 3 clusters Score -377289.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -377326.500000 Penalty: 4205.930664
	Iteration 14Q: 3 clusters Score -377326.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -377366.062500 Penalty: 4205.930664
	Iteration 15Q: 3 clusters Score -377366.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -377408.406250 Penalty: 4205.930664
	Iteration 16Q: 3 clusters Score -377408.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -377450.531250 Penalty: 4205.930664
	Iteration 17Q: 3 clusters Score -377450.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -377489.562500 Penalty: 4205.930664
	Iteration 18Q: 3 clusters Score -377489.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -377529.187500 Penalty: 4205.930664
	Iteration 19Q: 3 clusters Score -377529.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -377563.156250 Penalty: 4205.930664
	Iteration 20F: 3 clusters Score -377563.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -377589.437500 Penalty: 4205.930664
	Iteration 21Q: 3 clusters Score -377589.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -377622.656250 Penalty: 4205.930664
	Iteration 22Q: 3 clusters Score -377622.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -377649.875000 Penalty: 4205.930664
	Iteration 23Q: 3 clusters Score -377649.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -377685.625000 Penalty: 4205.930664
	Iteration 24Q: 3 clusters Score -377685.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -377723.250000 Penalty: 4205.930664
	Iteration 25Q: 3 clusters Score -377723.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -377761.750000 Penalty: 4205.930664
	Iteration 26Q: 3 clusters Score -377761.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -377792.000000 Penalty: 4205.930664
	Iteration 27Q: 3 clusters Score -377792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -377824.093750 Penalty: 4205.930664
	Iteration 28Q: 3 clusters Score -377824.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -377857.031250 Penalty: 4205.930664
	Iteration 29Q: 3 clusters Score -377857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -377889.437500 Penalty: 4205.930664
	Iteration 30Q: 3 clusters Score -377889.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -377908.843750 Penalty: 4205.930664
	Iteration 31Q: 3 clusters Score -377908.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -377923.593750 Penalty: 4205.930664
	Iteration 32Q: 3 clusters Score -377923.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -377938.781250 Penalty: 4205.930664
	Iteration 33Q: 3 clusters Score -377938.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -377951.718750 Penalty: 4205.930664
	Iteration 34Q: 3 clusters Score -377951.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -377966.781250 Penalty: 4205.930664
	Iteration 35Q: 3 clusters Score -377966.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -377974.718750 Penalty: 4205.930664
	Iteration 36Q: 3 clusters Score -377974.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -377979.375000 Penalty: 4205.930664
	Iteration 37Q: 3 clusters Score -377979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -377982.687500 Penalty: 4205.930664
	Iteration 38Q: 3 clusters Score -377982.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -377985.093750 Penalty: 4205.930664
	Iteration 39Q: 3 clusters Score -377985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -377987.062500 Penalty: 4205.930664
	Iteration 40F: 3 clusters Score -377987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -377988.093750 Penalty: 4205.930664
	Iteration 41Q: 3 clusters Score -377988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -377989.906250 Penalty: 4205.930664
	Iteration 42Q: 3 clusters Score -377989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -377991.562500 Penalty: 4205.930664
	Iteration 43Q: 3 clusters Score -377991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -377992.125000 Penalty: 4205.930664
	Iteration 44Q: 3 clusters Score -377992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -377995.812500 Penalty: 4205.930664
	Iteration 45Q: 3 clusters Score -377995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -377999.875000 Penalty: 4205.930664
	Iteration 46Q: 3 clusters Score -377999.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -378004.656250 Penalty: 4205.930664
	Iteration 47Q: 3 clusters Score -378004.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -378009.937500 Penalty: 4205.930664
	Iteration 48Q: 3 clusters Score -378009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -378012.187500 Penalty: 4205.930664
	Iteration 49Q: 3 clusters Score -378012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -378012.781250 Penalty: 4205.930664
	Iteration 50Q: 3 clusters Score -378012.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -378018.281250 Penalty: 4205.930664
	Iteration 51Q: 3 clusters Score -378018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -378021.843750 Penalty: 4205.930664
	Iteration 52Q: 3 clusters Score -378021.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -378028.281250 Penalty: 4205.930664
	Iteration 53Q: 3 clusters Score -378028.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -378032.562500 Penalty: 4205.930664
	Iteration 54Q: 3 clusters Score -378032.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -378035.500000 Penalty: 4205.930664
	Iteration 55Q: 3 clusters Score -378035.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -378040.375000 Penalty: 4205.930664
	Iteration 56Q: 3 clusters Score -378040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -378044.031250 Penalty: 4205.930664
	Iteration 57Q: 3 clusters Score -378044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -378044.843750 Penalty: 4205.930664
	Iteration 58Q: 3 clusters Score -378044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -378045.843750 Penalty: 4205.930664
	Iteration 59Q: 3 clusters Score -378045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -378045.843750 Penalty: 4205.930664
	Iteration 60F: 3 clusters Score -378045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Entering Unmasked Estep 
Score: -1702612.125000 Penalty: 2452.618652
	Iteration 0F: 2 clusters Score -1702612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1688660.000000 Penalty: 4905.237305
	Iteration 0F: 3 clusters Score -1688660 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1693440.875000 Penalty: 4905.237305
	Iteration 1F: 3 clusters Score -1693441 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1693889.625000 Penalty: 4905.237305
	Iteration 2F: 3 clusters Score -1693890 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1694315.000000 Penalty: 4905.237305
	Iteration 3F: 3 clusters Score -1694315 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1694762.375000 Penalty: 4905.237305
	Iteration 4Q: 3 clusters Score -1694762 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1695225.125000 Penalty: 4905.237305
	Iteration 5Q: 3 clusters Score -1695225 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1695775.000000 Penalty: 4905.237305
	Iteration 6Q: 3 clusters Score -1695775 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1696356.500000 Penalty: 4905.237305
	Iteration 7Q: 3 clusters Score -1696356 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1696904.375000 Penalty: 4905.237305
	Iteration 8Q: 3 clusters Score -1696904 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1697433.750000 Penalty: 4905.237305
	Iteration 9Q: 3 clusters Score -1697434 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1697936.000000 Penalty: 4905.237305
	Iteration 10Q: 3 clusters Score -1697936 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1698395.875000 Penalty: 4905.237305
	Iteration 11Q: 3 clusters Score -1698396 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1698814.750000 Penalty: 4905.237305
	Iteration 12Q: 3 clusters Score -1698815 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1699204.125000 Penalty: 4905.237305
	Iteration 13Q: 3 clusters Score -1699204 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1699543.750000 Penalty: 4905.237305
	Iteration 14Q: 3 clusters Score -1699544 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1699777.875000 Penalty: 4905.237305
	Iteration 15Q: 3 clusters Score -1699778 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1699948.625000 Penalty: 4905.237305
	Iteration 16Q: 3 clusters Score -1699949 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1700081.125000 Penalty: 4905.237305
	Iteration 17Q: 3 clusters Score -1700081 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1700188.500000 Penalty: 4905.237305
	Iteration 18Q: 3 clusters Score -1700188 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1700281.125000 Penalty: 4905.237305
	Iteration 19Q: 3 clusters Score -1700281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1700335.375000 Penalty: 4905.237305
	Iteration 20F: 3 clusters Score -1700335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1700372.875000 Penalty: 4905.237305
	Iteration 21Q: 3 clusters Score -1700373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1700404.000000 Penalty: 4905.237305
	Iteration 22Q: 3 clusters Score -1700404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1700428.125000 Penalty: 4905.237305
	Iteration 23Q: 3 clusters Score -1700428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1700443.500000 Penalty: 4905.237305
	Iteration 24Q: 3 clusters Score -1700444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1700452.750000 Penalty: 4905.237305
	Iteration 25Q: 3 clusters Score -1700453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1700462.125000 Penalty: 4905.237305
	Iteration 26Q: 3 clusters Score -1700462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1700469.750000 Penalty: 4905.237305
	Iteration 27Q: 3 clusters Score -1700470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1700478.375000 Penalty: 4905.237305
	Iteration 28Q: 3 clusters Score -1700478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1700479.125000 Penalty: 4905.237305
	Iteration 29Q: 3 clusters Score -1700479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1700479.125000 Penalty: 4905.237305
	Iteration 30F: 3 clusters Score -1700479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Entering Unmasked Estep 
Score: -608255.187500 Penalty: 2209.657959
	Iteration 0F: 2 clusters Score -608255.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -602277.812500 Penalty: 4419.315918
	Iteration 0F: 3 clusters Score -602277.8 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -603897.812500 Penalty: 4419.315918
	Iteration 1F: 3 clusters Score -603897.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -604174.500000 Penalty: 4419.315918
	Iteration 2F: 3 clusters Score -604174.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -604384.500000 Penalty: 4419.315918
	Iteration 3F: 3 clusters Score -604384.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -604551.937500 Penalty: 4419.315918
	Iteration 4Q: 3 clusters Score -604551.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -604658.062500 Penalty: 4419.315918
	Iteration 5Q: 3 clusters Score -604658.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -604741.562500 Penalty: 4419.315918
	Iteration 6Q: 3 clusters Score -604741.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -604818.937500 Penalty: 4419.315918
	Iteration 7Q: 3 clusters Score -604818.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -604889.562500 Penalty: 4419.315918
	Iteration 8Q: 3 clusters Score -604889.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -604947.625000 Penalty: 4419.315918
	Iteration 9Q: 3 clusters Score -604947.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -605009.125000 Penalty: 4419.315918
	Iteration 10Q: 3 clusters Score -605009.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -605064.125000 Penalty: 4419.315918
	Iteration 11Q: 3 clusters Score -605064.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -605131.500000 Penalty: 4419.315918
	Iteration 12Q: 3 clusters Score -605131.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -605215.062500 Penalty: 4419.315918
	Iteration 13Q: 3 clusters Score -605215.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -605299.375000 Penalty: 4419.315918
	Iteration 14Q: 3 clusters Score -605299.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -605368.312500 Penalty: 4419.315918
	Iteration 15Q: 3 clusters Score -605368.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -605443.812500 Penalty: 4419.315918
	Iteration 16Q: 3 clusters Score -605443.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -605542.750000 Penalty: 4419.315918
	Iteration 17Q: 3 clusters Score -605542.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -605657.000000 Penalty: 4419.315918
	Iteration 18Q: 3 clusters Score -605657 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -605756.625000 Penalty: 4419.315918
	Iteration 19Q: 3 clusters Score -605756.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -605836.125000 Penalty: 4419.315918
	Iteration 20F: 3 clusters Score -605836.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -605925.750000 Penalty: 4419.315918
	Iteration 21Q: 3 clusters Score -605925.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -606009.437500 Penalty: 4419.315918
	Iteration 22Q: 3 clusters Score -606009.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -606057.625000 Penalty: 4419.315918
	Iteration 23Q: 3 clusters Score -606057.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -606119.750000 Penalty: 4419.315918
	Iteration 24Q: 3 clusters Score -606119.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -606174.562500 Penalty: 4419.315918
	Iteration 25Q: 3 clusters Score -606174.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -606213.500000 Penalty: 4419.315918
	Iteration 26Q: 3 clusters Score -606213.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -606245.125000 Penalty: 4419.315918
	Iteration 27Q: 3 clusters Score -606245.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -606270.375000 Penalty: 4419.315918
	Iteration 28Q: 3 clusters Score -606270.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -606288.437500 Penalty: 4419.315918
	Iteration 29Q: 3 clusters Score -606288.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -606303.375000 Penalty: 4419.315918
	Iteration 30Q: 3 clusters Score -606303.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -606316.750000 Penalty: 4419.315918
	Iteration 31Q: 3 clusters Score -606316.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -606328.187500 Penalty: 4419.315918
	Iteration 32Q: 3 clusters Score -606328.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -606336.062500 Penalty: 4419.315918
	Iteration 33Q: 3 clusters Score -606336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -606339.375000 Penalty: 4419.315918
	Iteration 34Q: 3 clusters Score -606339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -606341.750000 Penalty: 4419.315918
	Iteration 35Q: 3 clusters Score -606341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -606347.125000 Penalty: 4419.315918
	Iteration 36Q: 3 clusters Score -606347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -606350.375000 Penalty: 4419.315918
	Iteration 37Q: 3 clusters Score -606350.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -606352.812500 Penalty: 4419.315918
	Iteration 38Q: 3 clusters Score -606352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -606358.562500 Penalty: 4419.315918
	Iteration 39Q: 3 clusters Score -606358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -606361.250000 Penalty: 4419.315918
	Iteration 40F: 3 clusters Score -606361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -606364.437500 Penalty: 4419.315918
	Iteration 41Q: 3 clusters Score -606364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -606364.250000 Penalty: 4419.315918
	Iteration 42Q: 3 clusters Score -606364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -606365.187500 Penalty: 4419.315918
	Iteration 43Q: 3 clusters Score -606365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -606367.000000 Penalty: 4419.315918
	Iteration 44Q: 3 clusters Score -606367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -606369.375000 Penalty: 4419.315918
	Iteration 45Q: 3 clusters Score -606369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -606369.625000 Penalty: 4419.315918
	Iteration 46Q: 3 clusters Score -606369.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -606370.062500 Penalty: 4419.315918
	Iteration 47Q: 3 clusters Score -606370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -606370.812500 Penalty: 4419.315918
	Iteration 48Q: 3 clusters Score -606370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -606371.437500 Penalty: 4419.315918
	Iteration 49Q: 3 clusters Score -606371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -606371.437500 Penalty: 4419.315918
	Iteration 50F: 3 clusters Score -606371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -4157522.000000 Penalty: 2673.015869
	Iteration 0F: 2 clusters Score -4157522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -4125066.750000 Penalty: 5346.031738
	Iteration 0F: 3 clusters Score -4125067 nChanged 22062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4137569.500000 Penalty: 5346.031738
	Iteration 1F: 3 clusters Score -4137570 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4138344.500000 Penalty: 5346.031738
	Iteration 2Q: 3 clusters Score -4138344 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4139349.500000 Penalty: 5346.031738
	Iteration 3Q: 3 clusters Score -4139350 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4140732.750000 Penalty: 5346.031738
	Iteration 4F: 3 clusters Score -4140733 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4142689.000000 Penalty: 5346.031738
	Iteration 5F: 3 clusters Score -4142689 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -4145160.250000 Penalty: 5346.031738
	Iteration 6F: 3 clusters Score -4145160 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -4147841.500000 Penalty: 5346.031738
	Iteration 7F: 3 clusters Score -4147842 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4150293.000000 Penalty: 5346.031738
	Iteration 8F: 3 clusters Score -4150293 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4152203.250000 Penalty: 5346.031738
	Iteration 9Q: 3 clusters Score -4152203 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4153460.500000 Penalty: 5346.031738
	Iteration 10Q: 3 clusters Score -4153460 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4154168.500000 Penalty: 5346.031738
	Iteration 11Q: 3 clusters Score -4154168 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4154589.250000 Penalty: 5346.031738
	Iteration 12Q: 3 clusters Score -4154589 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4154836.750000 Penalty: 5346.031738
	Iteration 13Q: 3 clusters Score -4154837 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4154933.500000 Penalty: 5346.031738
	Iteration 14Q: 3 clusters Score -4154934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4155012.000000 Penalty: 5346.031738
	Iteration 15Q: 3 clusters Score -4155012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4155078.000000 Penalty: 5346.031738
	Iteration 16Q: 3 clusters Score -4155078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4155135.500000 Penalty: 5346.031738
	Iteration 17Q: 3 clusters Score -4155136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4155169.750000 Penalty: 5346.031738
	Iteration 18Q: 3 clusters Score -4155170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4155206.000000 Penalty: 5346.031738
	Iteration 19Q: 3 clusters Score -4155206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4155228.000000 Penalty: 5346.031738
	Iteration 20F: 3 clusters Score -4155228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4155233.000000 Penalty: 5346.031738
	Iteration 21Q: 3 clusters Score -4155233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4155238.250000 Penalty: 5346.031738
	Iteration 22Q: 3 clusters Score -4155238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4155245.500000 Penalty: 5346.031738
	Iteration 23Q: 3 clusters Score -4155246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4155244.500000 Penalty: 5346.031738
	Iteration 24Q: 3 clusters Score -4155244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4155246.750000 Penalty: 5346.031738
	Iteration 25Q: 3 clusters Score -4155247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4155246.250000 Penalty: 5346.031738
	Iteration 26Q: 3 clusters Score -4155246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4155251.250000 Penalty: 5346.031738
	Iteration 27Q: 3 clusters Score -4155251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4155254.000000 Penalty: 5346.031738
	Iteration 28Q: 3 clusters Score -4155254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4155254.000000 Penalty: 5346.031738
	Iteration 29F: 3 clusters Score -4155254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Entering Unmasked Estep 
Score: -764744.500000 Penalty: 2267.310791
	Iteration 0F: 2 clusters Score -764744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -757484.062500 Penalty: 4534.621582
	Iteration 0F: 3 clusters Score -757484.1 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -759562.625000 Penalty: 4534.621582
	Iteration 1F: 3 clusters Score -759562.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -759980.062500 Penalty: 4534.621582
	Iteration 2F: 3 clusters Score -759980.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -760335.062500 Penalty: 4534.621582
	Iteration 3F: 3 clusters Score -760335.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -760640.062500 Penalty: 4534.621582
	Iteration 4F: 3 clusters Score -760640.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -760944.250000 Penalty: 4534.621582
	Iteration 5F: 3 clusters Score -760944.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -761230.000000 Penalty: 4534.621582
	Iteration 6F: 3 clusters Score -761230 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -761484.750000 Penalty: 4534.621582
	Iteration 7Q: 3 clusters Score -761484.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -761737.187500 Penalty: 4534.621582
	Iteration 8Q: 3 clusters Score -761737.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -761981.562500 Penalty: 4534.621582
	Iteration 9Q: 3 clusters Score -761981.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -762210.000000 Penalty: 4534.621582
	Iteration 10Q: 3 clusters Score -762210 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -762393.812500 Penalty: 4534.621582
	Iteration 11Q: 3 clusters Score -762393.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -762555.250000 Penalty: 4534.621582
	Iteration 12Q: 3 clusters Score -762555.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -762680.750000 Penalty: 4534.621582
	Iteration 13Q: 3 clusters Score -762680.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -762770.437500 Penalty: 4534.621582
	Iteration 14Q: 3 clusters Score -762770.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -762851.875000 Penalty: 4534.621582
	Iteration 15Q: 3 clusters Score -762851.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -762912.875000 Penalty: 4534.621582
	Iteration 16Q: 3 clusters Score -762912.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -762951.687500 Penalty: 4534.621582
	Iteration 17Q: 3 clusters Score -762951.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -762992.250000 Penalty: 4534.621582
	Iteration 18Q: 3 clusters Score -762992.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -763026.000000 Penalty: 4534.621582
	Iteration 19Q: 3 clusters Score -763026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -763054.125000 Penalty: 4534.621582
	Iteration 20F: 3 clusters Score -763054.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -763072.937500 Penalty: 4534.621582
	Iteration 21Q: 3 clusters Score -763072.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -763091.187500 Penalty: 4534.621582
	Iteration 22Q: 3 clusters Score -763091.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -763106.625000 Penalty: 4534.621582
	Iteration 23Q: 3 clusters Score -763106.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -763126.187500 Penalty: 4534.621582
	Iteration 24Q: 3 clusters Score -763126.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -763137.937500 Penalty: 4534.621582
	Iteration 25Q: 3 clusters Score -763137.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -763150.687500 Penalty: 4534.621582
	Iteration 26Q: 3 clusters Score -763150.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -763166.187500 Penalty: 4534.621582
	Iteration 27Q: 3 clusters Score -763166.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -763176.437500 Penalty: 4534.621582
	Iteration 28Q: 3 clusters Score -763176.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -763189.437500 Penalty: 4534.621582
	Iteration 29Q: 3 clusters Score -763189.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -763196.187500 Penalty: 4534.621582
	Iteration 30Q: 3 clusters Score -763196.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -763208.812500 Penalty: 4534.621582
	Iteration 31Q: 3 clusters Score -763208.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -763218.625000 Penalty: 4534.621582
	Iteration 32Q: 3 clusters Score -763218.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -763231.562500 Penalty: 4534.621582
	Iteration 33Q: 3 clusters Score -763231.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -763243.625000 Penalty: 4534.621582
	Iteration 34Q: 3 clusters Score -763243.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -763253.000000 Penalty: 4534.621582
	Iteration 35Q: 3 clusters Score -763253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -763257.312500 Penalty: 4534.621582
	Iteration 36Q: 3 clusters Score -763257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -763258.750000 Penalty: 4534.621582
	Iteration 37Q: 3 clusters Score -763258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -763263.937500 Penalty: 4534.621582
	Iteration 38Q: 3 clusters Score -763263.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -763267.375000 Penalty: 4534.621582
	Iteration 39Q: 3 clusters Score -763267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -763269.062500 Penalty: 4534.621582
	Iteration 40F: 3 clusters Score -763269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -763271.437500 Penalty: 4534.621582
	Iteration 41Q: 3 clusters Score -763271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -763271.562500 Penalty: 4534.621582
	Iteration 42Q: 3 clusters Score -763271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -763271.562500 Penalty: 4534.621582
	Iteration 43F: 3 clusters Score -763271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -591048.062500 Penalty: 2185.695801
	Iteration 0F: 2 clusters Score -591048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -585469.437500 Penalty: 4371.391602
	Iteration 0F: 3 clusters Score -585469.4 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -586951.937500 Penalty: 4371.391602
	Iteration 1F: 3 clusters Score -586951.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -587184.000000 Penalty: 4371.391602
	Iteration 2F: 3 clusters Score -587184 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -587348.687500 Penalty: 4371.391602
	Iteration 3Q: 3 clusters Score -587348.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -587494.375000 Penalty: 4371.391602
	Iteration 4Q: 3 clusters Score -587494.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -587636.125000 Penalty: 4371.391602
	Iteration 5Q: 3 clusters Score -587636.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -587779.625000 Penalty: 4371.391602
	Iteration 6Q: 3 clusters Score -587779.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -587929.250000 Penalty: 4371.391602
	Iteration 7Q: 3 clusters Score -587929.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -588065.250000 Penalty: 4371.391602
	Iteration 8Q: 3 clusters Score -588065.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -588209.500000 Penalty: 4371.391602
	Iteration 9Q: 3 clusters Score -588209.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -588328.937500 Penalty: 4371.391602
	Iteration 10Q: 3 clusters Score -588328.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -588437.250000 Penalty: 4371.391602
	Iteration 11Q: 3 clusters Score -588437.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -588531.875000 Penalty: 4371.391602
	Iteration 12Q: 3 clusters Score -588531.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -588601.500000 Penalty: 4371.391602
	Iteration 13Q: 3 clusters Score -588601.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -588663.062500 Penalty: 4371.391602
	Iteration 14Q: 3 clusters Score -588663.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -588728.687500 Penalty: 4371.391602
	Iteration 15Q: 3 clusters Score -588728.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -588793.312500 Penalty: 4371.391602
	Iteration 16Q: 3 clusters Score -588793.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -588845.312500 Penalty: 4371.391602
	Iteration 17Q: 3 clusters Score -588845.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -588893.000000 Penalty: 4371.391602
	Iteration 18Q: 3 clusters Score -588893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -588925.812500 Penalty: 4371.391602
	Iteration 19Q: 3 clusters Score -588925.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -588952.625000 Penalty: 4371.391602
	Iteration 20F: 3 clusters Score -588952.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -588985.187500 Penalty: 4371.391602
	Iteration 21Q: 3 clusters Score -588985.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -589013.312500 Penalty: 4371.391602
	Iteration 22Q: 3 clusters Score -589013.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -589048.375000 Penalty: 4371.391602
	Iteration 23Q: 3 clusters Score -589048.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -589075.562500 Penalty: 4371.391602
	Iteration 24Q: 3 clusters Score -589075.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -589093.500000 Penalty: 4371.391602
	Iteration 25Q: 3 clusters Score -589093.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -589108.875000 Penalty: 4371.391602
	Iteration 26Q: 3 clusters Score -589108.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -589124.625000 Penalty: 4371.391602
	Iteration 27Q: 3 clusters Score -589124.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -589137.062500 Penalty: 4371.391602
	Iteration 28Q: 3 clusters Score -589137.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -589145.562500 Penalty: 4371.391602
	Iteration 29Q: 3 clusters Score -589145.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -589153.625000 Penalty: 4371.391602
	Iteration 30Q: 3 clusters Score -589153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -589157.812500 Penalty: 4371.391602
	Iteration 31Q: 3 clusters Score -589157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -589162.500000 Penalty: 4371.391602
	Iteration 32Q: 3 clusters Score -589162.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -589167.187500 Penalty: 4371.391602
	Iteration 33Q: 3 clusters Score -589167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -589168.437500 Penalty: 4371.391602
	Iteration 34Q: 3 clusters Score -589168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -589170.187500 Penalty: 4371.391602
	Iteration 35Q: 3 clusters Score -589170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -589172.437500 Penalty: 4371.391602
	Iteration 36Q: 3 clusters Score -589172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -589173.125000 Penalty: 4371.391602
	Iteration 37Q: 3 clusters Score -589173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -589172.937500 Penalty: 4371.391602
	Iteration 38Q: 3 clusters Score -589172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -589174.250000 Penalty: 4371.391602
	Iteration 39Q: 3 clusters Score -589174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -589175.375000 Penalty: 4371.391602
	Iteration 40F: 3 clusters Score -589175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Entering Unmasked Estep 
Score: -541591.562500 Penalty: 2202.867432
	Iteration 0F: 2 clusters Score -541591.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -535710.937500 Penalty: 4405.734863
	Iteration 0F: 3 clusters Score -535710.9 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -537378.562500 Penalty: 4405.734863
	Iteration 1F: 3 clusters Score -537378.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -537713.687500 Penalty: 4405.734863
	Iteration 2F: 3 clusters Score -537713.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -537943.750000 Penalty: 4405.734863
	Iteration 3F: 3 clusters Score -537943.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -538121.687500 Penalty: 4405.734863
	Iteration 4Q: 3 clusters Score -538121.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -538262.937500 Penalty: 4405.734863
	Iteration 5Q: 3 clusters Score -538262.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -538387.437500 Penalty: 4405.734863
	Iteration 6Q: 3 clusters Score -538387.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -538500.750000 Penalty: 4405.734863
	Iteration 7Q: 3 clusters Score -538500.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -538595.062500 Penalty: 4405.734863
	Iteration 8Q: 3 clusters Score -538595.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -538687.312500 Penalty: 4405.734863
	Iteration 9Q: 3 clusters Score -538687.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -538769.687500 Penalty: 4405.734863
	Iteration 10Q: 3 clusters Score -538769.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -538840.187500 Penalty: 4405.734863
	Iteration 11Q: 3 clusters Score -538840.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -538913.562500 Penalty: 4405.734863
	Iteration 12Q: 3 clusters Score -538913.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -538990.000000 Penalty: 4405.734863
	Iteration 13Q: 3 clusters Score -538990 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -539072.687500 Penalty: 4405.734863
	Iteration 14Q: 3 clusters Score -539072.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -539149.750000 Penalty: 4405.734863
	Iteration 15Q: 3 clusters Score -539149.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -539246.187500 Penalty: 4405.734863
	Iteration 16Q: 3 clusters Score -539246.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -539334.000000 Penalty: 4405.734863
	Iteration 17Q: 3 clusters Score -539334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -539415.062500 Penalty: 4405.734863
	Iteration 18Q: 3 clusters Score -539415.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -539490.500000 Penalty: 4405.734863
	Iteration 19Q: 3 clusters Score -539490.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -539557.000000 Penalty: 4405.734863
	Iteration 20F: 3 clusters Score -539557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -539600.375000 Penalty: 4405.734863
	Iteration 21Q: 3 clusters Score -539600.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -539631.125000 Penalty: 4405.734863
	Iteration 22Q: 3 clusters Score -539631.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -539661.000000 Penalty: 4405.734863
	Iteration 23Q: 3 clusters Score -539661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -539689.125000 Penalty: 4405.734863
	Iteration 24Q: 3 clusters Score -539689.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -539714.937500 Penalty: 4405.734863
	Iteration 25Q: 3 clusters Score -539714.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -539734.750000 Penalty: 4405.734863
	Iteration 26Q: 3 clusters Score -539734.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -539757.125000 Penalty: 4405.734863
	Iteration 27Q: 3 clusters Score -539757.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -539774.687500 Penalty: 4405.734863
	Iteration 28Q: 3 clusters Score -539774.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -539791.812500 Penalty: 4405.734863
	Iteration 29Q: 3 clusters Score -539791.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -539808.500000 Penalty: 4405.734863
	Iteration 30Q: 3 clusters Score -539808.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -539829.187500 Penalty: 4405.734863
	Iteration 31Q: 3 clusters Score -539829.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -539855.000000 Penalty: 4405.734863
	Iteration 32Q: 3 clusters Score -539855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -539875.500000 Penalty: 4405.734863
	Iteration 33Q: 3 clusters Score -539875.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -539890.625000 Penalty: 4405.734863
	Iteration 34Q: 3 clusters Score -539890.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -539902.687500 Penalty: 4405.734863
	Iteration 35Q: 3 clusters Score -539902.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -539911.187500 Penalty: 4405.734863
	Iteration 36Q: 3 clusters Score -539911.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -539920.250000 Penalty: 4405.734863
	Iteration 37Q: 3 clusters Score -539920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -539928.250000 Penalty: 4405.734863
	Iteration 38Q: 3 clusters Score -539928.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -539933.750000 Penalty: 4405.734863
	Iteration 39Q: 3 clusters Score -539933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -539941.250000 Penalty: 4405.734863
	Iteration 40F: 3 clusters Score -539941.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -539950.187500 Penalty: 4405.734863
	Iteration 41Q: 3 clusters Score -539950.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -539959.250000 Penalty: 4405.734863
	Iteration 42Q: 3 clusters Score -539959.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -539967.312500 Penalty: 4405.734863
	Iteration 43Q: 3 clusters Score -539967.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -539976.937500 Penalty: 4405.734863
	Iteration 44Q: 3 clusters Score -539976.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -539995.375000 Penalty: 4405.734863
	Iteration 45Q: 3 clusters Score -539995.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -540012.250000 Penalty: 4405.734863
	Iteration 46Q: 3 clusters Score -540012.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -540026.312500 Penalty: 4405.734863
	Iteration 47Q: 3 clusters Score -540026.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -540045.250000 Penalty: 4405.734863
	Iteration 48Q: 3 clusters Score -540045.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -540065.250000 Penalty: 4405.734863
	Iteration 49Q: 3 clusters Score -540065.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -540081.375000 Penalty: 4405.734863
	Iteration 50Q: 3 clusters Score -540081.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -540096.250000 Penalty: 4405.734863
	Iteration 51Q: 3 clusters Score -540096.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -540115.000000 Penalty: 4405.734863
	Iteration 52Q: 3 clusters Score -540115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -540139.250000 Penalty: 4405.734863
	Iteration 53Q: 3 clusters Score -540139.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -540160.062500 Penalty: 4405.734863
	Iteration 54Q: 3 clusters Score -540160.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -540174.437500 Penalty: 4405.734863
	Iteration 55Q: 3 clusters Score -540174.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -540182.000000 Penalty: 4405.734863
	Iteration 56Q: 3 clusters Score -540182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -540191.375000 Penalty: 4405.734863
	Iteration 57Q: 3 clusters Score -540191.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -540207.187500 Penalty: 4405.734863
	Iteration 58Q: 3 clusters Score -540207.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -540222.125000 Penalty: 4405.734863
	Iteration 59Q: 3 clusters Score -540222.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -540230.500000 Penalty: 4405.734863
	Iteration 60F: 3 clusters Score -540230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -540233.312500 Penalty: 4405.734863
	Iteration 61Q: 3 clusters Score -540233.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -540239.875000 Penalty: 4405.734863
	Iteration 62Q: 3 clusters Score -540239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -540245.062500 Penalty: 4405.734863
	Iteration 63Q: 3 clusters Score -540245.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -540248.812500 Penalty: 4405.734863
	Iteration 64Q: 3 clusters Score -540248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -540253.000000 Penalty: 4405.734863
	Iteration 65Q: 3 clusters Score -540253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -540257.500000 Penalty: 4405.734863
	Iteration 66Q: 3 clusters Score -540257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -540260.125000 Penalty: 4405.734863
	Iteration 67Q: 3 clusters Score -540260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -540260.812500 Penalty: 4405.734863
	Iteration 68Q: 3 clusters Score -540260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -540262.562500 Penalty: 4405.734863
	Iteration 69Q: 3 clusters Score -540262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -540263.375000 Penalty: 4405.734863
	Iteration 70Q: 3 clusters Score -540263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -540266.375000 Penalty: 4405.734863
	Iteration 71Q: 3 clusters Score -540266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -540266.375000 Penalty: 4405.734863
	Iteration 72F: 3 clusters Score -540266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -420453.843750 Penalty: 2130.014648
	Iteration 0F: 2 clusters Score -420453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -415638.593750 Penalty: 4260.029297
	Iteration 0F: 3 clusters Score -415638.6 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -416814.312500 Penalty: 4260.029297
	Iteration 1F: 3 clusters Score -416814.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -417095.187500 Penalty: 4260.029297
	Iteration 2F: 3 clusters Score -417095.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -417313.125000 Penalty: 4260.029297
	Iteration 3F: 3 clusters Score -417313.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -417534.312500 Penalty: 4260.029297
	Iteration 4F: 3 clusters Score -417534.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -417726.781250 Penalty: 4260.029297
	Iteration 5Q: 3 clusters Score -417726.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -417904.375000 Penalty: 4260.029297
	Iteration 6Q: 3 clusters Score -417904.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -418060.843750 Penalty: 4260.029297
	Iteration 7Q: 3 clusters Score -418060.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -418206.218750 Penalty: 4260.029297
	Iteration 8Q: 3 clusters Score -418206.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -418345.093750 Penalty: 4260.029297
	Iteration 9Q: 3 clusters Score -418345.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -418477.406250 Penalty: 4260.029297
	Iteration 10Q: 3 clusters Score -418477.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -418632.187500 Penalty: 4260.029297
	Iteration 11Q: 3 clusters Score -418632.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -418765.906250 Penalty: 4260.029297
	Iteration 12Q: 3 clusters Score -418765.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -418876.187500 Penalty: 4260.029297
	Iteration 13Q: 3 clusters Score -418876.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -418952.343750 Penalty: 4260.029297
	Iteration 14Q: 3 clusters Score -418952.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -418997.906250 Penalty: 4260.029297
	Iteration 15Q: 3 clusters Score -418997.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -419031.968750 Penalty: 4260.029297
	Iteration 16Q: 3 clusters Score -419032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -419057.375000 Penalty: 4260.029297
	Iteration 17Q: 3 clusters Score -419057.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -419071.375000 Penalty: 4260.029297
	Iteration 18Q: 3 clusters Score -419071.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -419082.343750 Penalty: 4260.029297
	Iteration 19Q: 3 clusters Score -419082.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -419095.468750 Penalty: 4260.029297
	Iteration 20F: 3 clusters Score -419095.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -419106.250000 Penalty: 4260.029297
	Iteration 21Q: 3 clusters Score -419106.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -419119.187500 Penalty: 4260.029297
	Iteration 22Q: 3 clusters Score -419119.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -419133.906250 Penalty: 4260.029297
	Iteration 23Q: 3 clusters Score -419133.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -419150.218750 Penalty: 4260.029297
	Iteration 24Q: 3 clusters Score -419150.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -419160.812500 Penalty: 4260.029297
	Iteration 25Q: 3 clusters Score -419160.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -419170.093750 Penalty: 4260.029297
	Iteration 26Q: 3 clusters Score -419170.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -419177.812500 Penalty: 4260.029297
	Iteration 27Q: 3 clusters Score -419177.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -419187.937500 Penalty: 4260.029297
	Iteration 28Q: 3 clusters Score -419187.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -419194.687500 Penalty: 4260.029297
	Iteration 29Q: 3 clusters Score -419194.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -419198.937500 Penalty: 4260.029297
	Iteration 30Q: 3 clusters Score -419198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -419204.593750 Penalty: 4260.029297
	Iteration 31Q: 3 clusters Score -419204.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -419208.750000 Penalty: 4260.029297
	Iteration 32Q: 3 clusters Score -419208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -419213.781250 Penalty: 4260.029297
	Iteration 33Q: 3 clusters Score -419213.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -419215.906250 Penalty: 4260.029297
	Iteration 34Q: 3 clusters Score -419215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -419217.468750 Penalty: 4260.029297
	Iteration 35Q: 3 clusters Score -419217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -419220.187500 Penalty: 4260.029297
	Iteration 36Q: 3 clusters Score -419220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -419220.593750 Penalty: 4260.029297
	Iteration 37Q: 3 clusters Score -419220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -419221.656250 Penalty: 4260.029297
	Iteration 38Q: 3 clusters Score -419221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -419221.812500 Penalty: 4260.029297
	Iteration 39Q: 3 clusters Score -419221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -419222.406250 Penalty: 4260.029297
	Iteration 40F: 3 clusters Score -419222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -419222.593750 Penalty: 4260.029297
	Iteration 41Q: 3 clusters Score -419222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -419223.750000 Penalty: 4260.029297
	Iteration 42Q: 3 clusters Score -419223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -419224.062500 Penalty: 4260.029297
	Iteration 43Q: 3 clusters Score -419224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -419224.656250 Penalty: 4260.029297
	Iteration 44Q: 3 clusters Score -419224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -419225.031250 Penalty: 4260.029297
	Iteration 45Q: 3 clusters Score -419225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -419225.093750 Penalty: 4260.029297
	Iteration 46Q: 3 clusters Score -419225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -419226.156250 Penalty: 4260.029297
	Iteration 47Q: 3 clusters Score -419226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -419230.093750 Penalty: 4260.029297
	Iteration 48Q: 3 clusters Score -419230.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -419233.250000 Penalty: 4260.029297
	Iteration 49Q: 3 clusters Score -419233.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -419236.531250 Penalty: 4260.029297
	Iteration 50Q: 3 clusters Score -419236.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -419240.312500 Penalty: 4260.029297
	Iteration 51Q: 3 clusters Score -419240.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -419242.875000 Penalty: 4260.029297
	Iteration 52Q: 3 clusters Score -419242.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -419247.031250 Penalty: 4260.029297
	Iteration 53Q: 3 clusters Score -419247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -419250.593750 Penalty: 4260.029297
	Iteration 54Q: 3 clusters Score -419250.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -419254.250000 Penalty: 4260.029297
	Iteration 55Q: 3 clusters Score -419254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -419258.281250 Penalty: 4260.029297
	Iteration 56Q: 3 clusters Score -419258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -419260.937500 Penalty: 4260.029297
	Iteration 57Q: 3 clusters Score -419260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -419263.218750 Penalty: 4260.029297
	Iteration 58Q: 3 clusters Score -419263.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -419266.593750 Penalty: 4260.029297
	Iteration 59Q: 3 clusters Score -419266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -419268.062500 Penalty: 4260.029297
	Iteration 60F: 3 clusters Score -419268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -419270.312500 Penalty: 4260.029297
	Iteration 61Q: 3 clusters Score -419270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -419271.562500 Penalty: 4260.029297
	Iteration 62Q: 3 clusters Score -419271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -419274.593750 Penalty: 4260.029297
	Iteration 63Q: 3 clusters Score -419274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -419277.125000 Penalty: 4260.029297
	Iteration 64Q: 3 clusters Score -419277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -419279.312500 Penalty: 4260.029297
	Iteration 65Q: 3 clusters Score -419279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -419280.875000 Penalty: 4260.029297
	Iteration 66Q: 3 clusters Score -419280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -419282.093750 Penalty: 4260.029297
	Iteration 67Q: 3 clusters Score -419282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -419283.625000 Penalty: 4260.029297
	Iteration 68Q: 3 clusters Score -419283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -419285.468750 Penalty: 4260.029297
	Iteration 69Q: 3 clusters Score -419285.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -419287.656250 Penalty: 4260.029297
	Iteration 70Q: 3 clusters Score -419287.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -419288.218750 Penalty: 4260.029297
	Iteration 71Q: 3 clusters Score -419288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -419289.000000 Penalty: 4260.029297
	Iteration 72Q: 3 clusters Score -419289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -419290.093750 Penalty: 4260.029297
	Iteration 73Q: 3 clusters Score -419290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -419291.250000 Penalty: 4260.029297
	Iteration 74Q: 3 clusters Score -419291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -419293.156250 Penalty: 4260.029297
	Iteration 75Q: 3 clusters Score -419293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -419296.906250 Penalty: 4260.029297
	Iteration 76Q: 3 clusters Score -419296.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -419298.562500 Penalty: 4260.029297
	Iteration 77Q: 3 clusters Score -419298.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -419301.281250 Penalty: 4260.029297
	Iteration 78Q: 3 clusters Score -419301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -419302.562500 Penalty: 4260.029297
	Iteration 79Q: 3 clusters Score -419302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -419302.218750 Penalty: 4260.029297
	Iteration 80F: 3 clusters Score -419302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -419303.343750 Penalty: 4260.029297
	Iteration 81Q: 3 clusters Score -419303.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -419303.343750 Penalty: 4260.029297
	Iteration 82F: 3 clusters Score -419303.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Entering Unmasked Estep 
Score: -1070381.875000 Penalty: 2333.804443
	Iteration 0F: 2 clusters Score -1070382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1061399.500000 Penalty: 4667.608887
	Iteration 0F: 3 clusters Score -1061400 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1064194.125000 Penalty: 4667.608887
	Iteration 1F: 3 clusters Score -1064194 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1064542.625000 Penalty: 4667.608887
	Iteration 2F: 3 clusters Score -1064543 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1064870.375000 Penalty: 4667.608887
	Iteration 3F: 3 clusters Score -1064870 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1065216.000000 Penalty: 4667.608887
	Iteration 4Q: 3 clusters Score -1065216 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1065529.875000 Penalty: 4667.608887
	Iteration 5Q: 3 clusters Score -1065530 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1065789.000000 Penalty: 4667.608887
	Iteration 6Q: 3 clusters Score -1065789 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1066051.750000 Penalty: 4667.608887
	Iteration 7Q: 3 clusters Score -1066052 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1066330.000000 Penalty: 4667.608887
	Iteration 8Q: 3 clusters Score -1066330 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1066587.250000 Penalty: 4667.608887
	Iteration 9Q: 3 clusters Score -1066587 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1066810.250000 Penalty: 4667.608887
	Iteration 10Q: 3 clusters Score -1066810 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1066990.250000 Penalty: 4667.608887
	Iteration 11Q: 3 clusters Score -1066990 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1067160.500000 Penalty: 4667.608887
	Iteration 12Q: 3 clusters Score -1067160 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1067311.500000 Penalty: 4667.608887
	Iteration 13Q: 3 clusters Score -1067312 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1067436.000000 Penalty: 4667.608887
	Iteration 14Q: 3 clusters Score -1067436 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1067539.250000 Penalty: 4667.608887
	Iteration 15Q: 3 clusters Score -1067539 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1067642.750000 Penalty: 4667.608887
	Iteration 16Q: 3 clusters Score -1067643 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1067737.250000 Penalty: 4667.608887
	Iteration 17Q: 3 clusters Score -1067737 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1067813.250000 Penalty: 4667.608887
	Iteration 18Q: 3 clusters Score -1067813 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1067887.000000 Penalty: 4667.608887
	Iteration 19Q: 3 clusters Score -1067887 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1067964.500000 Penalty: 4667.608887
	Iteration 20F: 3 clusters Score -1067964 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1068034.500000 Penalty: 4667.608887
	Iteration 21Q: 3 clusters Score -1068034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1068097.500000 Penalty: 4667.608887
	Iteration 22Q: 3 clusters Score -1068098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1068145.250000 Penalty: 4667.608887
	Iteration 23Q: 3 clusters Score -1068145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1068194.500000 Penalty: 4667.608887
	Iteration 24Q: 3 clusters Score -1068194 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1068233.625000 Penalty: 4667.608887
	Iteration 25Q: 3 clusters Score -1068234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1068259.375000 Penalty: 4667.608887
	Iteration 26Q: 3 clusters Score -1068259 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1068294.125000 Penalty: 4667.608887
	Iteration 27Q: 3 clusters Score -1068294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1068323.500000 Penalty: 4667.608887
	Iteration 28Q: 3 clusters Score -1068324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1068342.625000 Penalty: 4667.608887
	Iteration 29Q: 3 clusters Score -1068343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1068364.125000 Penalty: 4667.608887
	Iteration 30Q: 3 clusters Score -1068364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1068386.500000 Penalty: 4667.608887
	Iteration 31Q: 3 clusters Score -1068386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1068404.000000 Penalty: 4667.608887
	Iteration 32Q: 3 clusters Score -1068404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1068420.625000 Penalty: 4667.608887
	Iteration 33Q: 3 clusters Score -1068421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1068437.875000 Penalty: 4667.608887
	Iteration 34Q: 3 clusters Score -1068438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1068453.500000 Penalty: 4667.608887
	Iteration 35Q: 3 clusters Score -1068454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1068465.625000 Penalty: 4667.608887
	Iteration 36Q: 3 clusters Score -1068466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1068477.875000 Penalty: 4667.608887
	Iteration 37Q: 3 clusters Score -1068478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1068482.875000 Penalty: 4667.608887
	Iteration 38Q: 3 clusters Score -1068483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1068487.125000 Penalty: 4667.608887
	Iteration 39Q: 3 clusters Score -1068487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1068488.000000 Penalty: 4667.608887
	Iteration 40F: 3 clusters Score -1068488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1068491.500000 Penalty: 4667.608887
	Iteration 41Q: 3 clusters Score -1068492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1068494.250000 Penalty: 4667.608887
	Iteration 42Q: 3 clusters Score -1068494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1068495.500000 Penalty: 4667.608887
	Iteration 43Q: 3 clusters Score -1068496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1068498.250000 Penalty: 4667.608887
	Iteration 44Q: 3 clusters Score -1068498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1068499.000000 Penalty: 4667.608887
	Iteration 45Q: 3 clusters Score -1068499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1068498.375000 Penalty: 4667.608887
	Iteration 46Q: 3 clusters Score -1068498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1068499.250000 Penalty: 4667.608887
	Iteration 47Q: 3 clusters Score -1068499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1068503.750000 Penalty: 4667.608887
	Iteration 48Q: 3 clusters Score -1068504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1068506.875000 Penalty: 4667.608887
	Iteration 49Q: 3 clusters Score -1068507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1068512.125000 Penalty: 4667.608887
	Iteration 50Q: 3 clusters Score -1068512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1068513.500000 Penalty: 4667.608887
	Iteration 51Q: 3 clusters Score -1068514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1068515.875000 Penalty: 4667.608887
	Iteration 52Q: 3 clusters Score -1068516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1068515.000000 Penalty: 4667.608887
	Iteration 53Q: 3 clusters Score -1068515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1068515.125000 Penalty: 4667.608887
	Iteration 54Q: 3 clusters Score -1068515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1068516.250000 Penalty: 4667.608887
	Iteration 55Q: 3 clusters Score -1068516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1068514.875000 Penalty: 4667.608887
	Iteration 56Q: 3 clusters Score -1068515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1068515.875000 Penalty: 4667.608887
	Iteration 57Q: 3 clusters Score -1068516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1068516.875000 Penalty: 4667.608887
	Iteration 58Q: 3 clusters Score -1068517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1068516.875000 Penalty: 4667.608887
	Iteration 59F: 3 clusters Score -1068517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Entering Unmasked Estep 
Score: -1375736.750000 Penalty: 2396.614990
	Iteration 0F: 2 clusters Score -1375737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1364433.250000 Penalty: 4793.229980
	Iteration 0F: 3 clusters Score -1364433 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1368068.500000 Penalty: 4793.229980
	Iteration 1F: 3 clusters Score -1368068 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1368449.750000 Penalty: 4793.229980
	Iteration 2F: 3 clusters Score -1368450 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1368780.625000 Penalty: 4793.229980
	Iteration 3F: 3 clusters Score -1368781 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1369106.875000 Penalty: 4793.229980
	Iteration 4Q: 3 clusters Score -1369107 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1369387.375000 Penalty: 4793.229980
	Iteration 5Q: 3 clusters Score -1369387 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1369651.125000 Penalty: 4793.229980
	Iteration 6Q: 3 clusters Score -1369651 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1369902.875000 Penalty: 4793.229980
	Iteration 7Q: 3 clusters Score -1369903 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1370159.250000 Penalty: 4793.229980
	Iteration 8Q: 3 clusters Score -1370159 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1370416.500000 Penalty: 4793.229980
	Iteration 9Q: 3 clusters Score -1370416 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1370622.500000 Penalty: 4793.229980
	Iteration 10Q: 3 clusters Score -1370622 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1370828.625000 Penalty: 4793.229980
	Iteration 11Q: 3 clusters Score -1370829 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1371010.500000 Penalty: 4793.229980
	Iteration 12Q: 3 clusters Score -1371010 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1371163.375000 Penalty: 4793.229980
	Iteration 13Q: 3 clusters Score -1371163 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1371304.625000 Penalty: 4793.229980
	Iteration 14Q: 3 clusters Score -1371305 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1371419.625000 Penalty: 4793.229980
	Iteration 15Q: 3 clusters Score -1371420 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1371555.625000 Penalty: 4793.229980
	Iteration 16Q: 3 clusters Score -1371556 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1371682.500000 Penalty: 4793.229980
	Iteration 17Q: 3 clusters Score -1371682 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1371822.625000 Penalty: 4793.229980
	Iteration 18Q: 3 clusters Score -1371823 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1371972.125000 Penalty: 4793.229980
	Iteration 19Q: 3 clusters Score -1371972 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1372129.250000 Penalty: 4793.229980
	Iteration 20F: 3 clusters Score -1372129 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1372305.000000 Penalty: 4793.229980
	Iteration 21Q: 3 clusters Score -1372305 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1372469.500000 Penalty: 4793.229980
	Iteration 22Q: 3 clusters Score -1372470 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1372591.250000 Penalty: 4793.229980
	Iteration 23Q: 3 clusters Score -1372591 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1372669.250000 Penalty: 4793.229980
	Iteration 24Q: 3 clusters Score -1372669 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1372730.250000 Penalty: 4793.229980
	Iteration 25Q: 3 clusters Score -1372730 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1372795.375000 Penalty: 4793.229980
	Iteration 26Q: 3 clusters Score -1372795 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1372828.500000 Penalty: 4793.229980
	Iteration 27Q: 3 clusters Score -1372828 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1372858.375000 Penalty: 4793.229980
	Iteration 28Q: 3 clusters Score -1372858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1372872.375000 Penalty: 4793.229980
	Iteration 29Q: 3 clusters Score -1372872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1372890.875000 Penalty: 4793.229980
	Iteration 30Q: 3 clusters Score -1372891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1372910.375000 Penalty: 4793.229980
	Iteration 31Q: 3 clusters Score -1372910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1372930.000000 Penalty: 4793.229980
	Iteration 32Q: 3 clusters Score -1372930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1372937.125000 Penalty: 4793.229980
	Iteration 33Q: 3 clusters Score -1372937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1372956.250000 Penalty: 4793.229980
	Iteration 34Q: 3 clusters Score -1372956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1372964.875000 Penalty: 4793.229980
	Iteration 35Q: 3 clusters Score -1372965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1372974.125000 Penalty: 4793.229980
	Iteration 36Q: 3 clusters Score -1372974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1372983.000000 Penalty: 4793.229980
	Iteration 37Q: 3 clusters Score -1372983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1373001.750000 Penalty: 4793.229980
	Iteration 38Q: 3 clusters Score -1373002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1373011.125000 Penalty: 4793.229980
	Iteration 39Q: 3 clusters Score -1373011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1373020.750000 Penalty: 4793.229980
	Iteration 40F: 3 clusters Score -1373021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1373026.875000 Penalty: 4793.229980
	Iteration 41Q: 3 clusters Score -1373027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1373035.250000 Penalty: 4793.229980
	Iteration 42Q: 3 clusters Score -1373035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1373041.500000 Penalty: 4793.229980
	Iteration 43Q: 3 clusters Score -1373042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1373055.875000 Penalty: 4793.229980
	Iteration 44Q: 3 clusters Score -1373056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1373064.125000 Penalty: 4793.229980
	Iteration 45Q: 3 clusters Score -1373064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1373069.625000 Penalty: 4793.229980
	Iteration 46Q: 3 clusters Score -1373070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1373072.000000 Penalty: 4793.229980
	Iteration 47Q: 3 clusters Score -1373072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1373078.750000 Penalty: 4793.229980
	Iteration 48Q: 3 clusters Score -1373079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1373083.500000 Penalty: 4793.229980
	Iteration 49Q: 3 clusters Score -1373084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1373088.875000 Penalty: 4793.229980
	Iteration 50Q: 3 clusters Score -1373089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1373093.500000 Penalty: 4793.229980
	Iteration 51Q: 3 clusters Score -1373094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1373101.625000 Penalty: 4793.229980
	Iteration 52Q: 3 clusters Score -1373102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1373108.250000 Penalty: 4793.229980
	Iteration 53Q: 3 clusters Score -1373108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1373117.625000 Penalty: 4793.229980
	Iteration 54Q: 3 clusters Score -1373118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1373120.875000 Penalty: 4793.229980
	Iteration 55Q: 3 clusters Score -1373121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1373122.625000 Penalty: 4793.229980
	Iteration 56Q: 3 clusters Score -1373123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1373127.125000 Penalty: 4793.229980
	Iteration 57Q: 3 clusters Score -1373127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1373129.625000 Penalty: 4793.229980
	Iteration 58Q: 3 clusters Score -1373130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1373132.375000 Penalty: 4793.229980
	Iteration 59Q: 3 clusters Score -1373132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1373129.750000 Penalty: 4793.229980
	Iteration 60F: 3 clusters Score -1373130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1373136.250000 Penalty: 4793.229980
	Iteration 61Q: 3 clusters Score -1373136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1373139.375000 Penalty: 4793.229980
	Iteration 62Q: 3 clusters Score -1373139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1373137.250000 Penalty: 4793.229980
	Iteration 63Q: 3 clusters Score -1373137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1373141.875000 Penalty: 4793.229980
	Iteration 64Q: 3 clusters Score -1373142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1373145.875000 Penalty: 4793.229980
	Iteration 65Q: 3 clusters Score -1373146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1373144.500000 Penalty: 4793.229980
	Iteration 66Q: 3 clusters Score -1373144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1373148.250000 Penalty: 4793.229980
	Iteration 67Q: 3 clusters Score -1373148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1373148.250000 Penalty: 4793.229980
	Iteration 68Q: 3 clusters Score -1373148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1373148.250000 Penalty: 4793.229980
	Iteration 69F: 3 clusters Score -1373148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Entering Unmasked Estep 
Score: -337614.875000 Penalty: 2051.597412
	Iteration 0F: 2 clusters Score -337614.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -333811.875000 Penalty: 4103.194824
	Iteration 0F: 3 clusters Score -333811.9 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -334615.750000 Penalty: 4103.194824
	Iteration 1F: 3 clusters Score -334615.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -334785.562500 Penalty: 4103.194824
	Iteration 2F: 3 clusters Score -334785.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -334894.125000 Penalty: 4103.194824
	Iteration 3Q: 3 clusters Score -334894.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -334955.656250 Penalty: 4103.194824
	Iteration 4Q: 3 clusters Score -334955.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -335000.406250 Penalty: 4103.194824
	Iteration 5Q: 3 clusters Score -335000.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -335042.906250 Penalty: 4103.194824
	Iteration 6Q: 3 clusters Score -335042.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -335074.437500 Penalty: 4103.194824
	Iteration 7Q: 3 clusters Score -335074.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -335105.531250 Penalty: 4103.194824
	Iteration 8Q: 3 clusters Score -335105.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -335143.593750 Penalty: 4103.194824
	Iteration 9Q: 3 clusters Score -335143.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -335194.031250 Penalty: 4103.194824
	Iteration 10Q: 3 clusters Score -335194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -335253.562500 Penalty: 4103.194824
	Iteration 11Q: 3 clusters Score -335253.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -335328.187500 Penalty: 4103.194824
	Iteration 12Q: 3 clusters Score -335328.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -335435.250000 Penalty: 4103.194824
	Iteration 13Q: 3 clusters Score -335435.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -335545.718750 Penalty: 4103.194824
	Iteration 14Q: 3 clusters Score -335545.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -335674.812500 Penalty: 4103.194824
	Iteration 15Q: 3 clusters Score -335674.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -335823.406250 Penalty: 4103.194824
	Iteration 16Q: 3 clusters Score -335823.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -335961.531250 Penalty: 4103.194824
	Iteration 17Q: 3 clusters Score -335961.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -336091.437500 Penalty: 4103.194824
	Iteration 18Q: 3 clusters Score -336091.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -336194.718750 Penalty: 4103.194824
	Iteration 19Q: 3 clusters Score -336194.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -336272.875000 Penalty: 4103.194824
	Iteration 20F: 3 clusters Score -336272.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -336320.125000 Penalty: 4103.194824
	Iteration 21Q: 3 clusters Score -336320.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -336351.937500 Penalty: 4103.194824
	Iteration 22Q: 3 clusters Score -336351.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -336373.625000 Penalty: 4103.194824
	Iteration 23Q: 3 clusters Score -336373.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -336393.343750 Penalty: 4103.194824
	Iteration 24Q: 3 clusters Score -336393.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -336413.843750 Penalty: 4103.194824
	Iteration 25Q: 3 clusters Score -336413.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -336431.125000 Penalty: 4103.194824
	Iteration 26Q: 3 clusters Score -336431.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -336442.156250 Penalty: 4103.194824
	Iteration 27Q: 3 clusters Score -336442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -336446.062500 Penalty: 4103.194824
	Iteration 28Q: 3 clusters Score -336446.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -336451.437500 Penalty: 4103.194824
	Iteration 29Q: 3 clusters Score -336451.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -336454.625000 Penalty: 4103.194824
	Iteration 30Q: 3 clusters Score -336454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -336456.812500 Penalty: 4103.194824
	Iteration 31Q: 3 clusters Score -336456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -336458.812500 Penalty: 4103.194824
	Iteration 32Q: 3 clusters Score -336458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -336462.031250 Penalty: 4103.194824
	Iteration 33Q: 3 clusters Score -336462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -336467.062500 Penalty: 4103.194824
	Iteration 34Q: 3 clusters Score -336467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -336468.531250 Penalty: 4103.194824
	Iteration 35Q: 3 clusters Score -336468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -336471.875000 Penalty: 4103.194824
	Iteration 36Q: 3 clusters Score -336471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -336474.000000 Penalty: 4103.194824
	Iteration 37Q: 3 clusters Score -336474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -336475.187500 Penalty: 4103.194824
	Iteration 38Q: 3 clusters Score -336475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -336476.531250 Penalty: 4103.194824
	Iteration 39Q: 3 clusters Score -336476.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -336478.843750 Penalty: 4103.194824
	Iteration 40F: 3 clusters Score -336478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -336480.031250 Penalty: 4103.194824
	Iteration 41Q: 3 clusters Score -336480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -336481.156250 Penalty: 4103.194824
	Iteration 42Q: 3 clusters Score -336481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -336482.250000 Penalty: 4103.194824
	Iteration 43Q: 3 clusters Score -336482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -336485.187500 Penalty: 4103.194824
	Iteration 44Q: 3 clusters Score -336485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -336486.031250 Penalty: 4103.194824
	Iteration 45Q: 3 clusters Score -336486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -336486.812500 Penalty: 4103.194824
	Iteration 46Q: 3 clusters Score -336486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -336487.718750 Penalty: 4103.194824
	Iteration 47Q: 3 clusters Score -336487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -336490.781250 Penalty: 4103.194824
	Iteration 48Q: 3 clusters Score -336490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -336492.218750 Penalty: 4103.194824
	Iteration 49Q: 3 clusters Score -336492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -336492.875000 Penalty: 4103.194824
	Iteration 50Q: 3 clusters Score -336492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -336492.687500 Penalty: 4103.194824
	Iteration 51Q: 3 clusters Score -336492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -336493.843750 Penalty: 4103.194824
	Iteration 52Q: 3 clusters Score -336493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -336493.843750 Penalty: 4103.194824
	Iteration 53F: 3 clusters Score -336493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -723420.437500 Penalty: 2215.548828
	Iteration 0F: 2 clusters Score -723420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -717270.062500 Penalty: 4431.097656
	Iteration 0F: 3 clusters Score -717270.1 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -719037.000000 Penalty: 4431.097656
	Iteration 1F: 3 clusters Score -719037 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -719291.687500 Penalty: 4431.097656
	Iteration 2F: 3 clusters Score -719291.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -719446.937500 Penalty: 4431.097656
	Iteration 3Q: 3 clusters Score -719446.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -719575.625000 Penalty: 4431.097656
	Iteration 4Q: 3 clusters Score -719575.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -719692.750000 Penalty: 4431.097656
	Iteration 5Q: 3 clusters Score -719692.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -719800.937500 Penalty: 4431.097656
	Iteration 6Q: 3 clusters Score -719800.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -719895.875000 Penalty: 4431.097656
	Iteration 7Q: 3 clusters Score -719895.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -719981.000000 Penalty: 4431.097656
	Iteration 8Q: 3 clusters Score -719981 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -720062.500000 Penalty: 4431.097656
	Iteration 9Q: 3 clusters Score -720062.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -720152.437500 Penalty: 4431.097656
	Iteration 10Q: 3 clusters Score -720152.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -720253.437500 Penalty: 4431.097656
	Iteration 11Q: 3 clusters Score -720253.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -720370.312500 Penalty: 4431.097656
	Iteration 12Q: 3 clusters Score -720370.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -720468.875000 Penalty: 4431.097656
	Iteration 13Q: 3 clusters Score -720468.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -720564.187500 Penalty: 4431.097656
	Iteration 14Q: 3 clusters Score -720564.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -720655.687500 Penalty: 4431.097656
	Iteration 15Q: 3 clusters Score -720655.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -720747.875000 Penalty: 4431.097656
	Iteration 16Q: 3 clusters Score -720747.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -720834.062500 Penalty: 4431.097656
	Iteration 17Q: 3 clusters Score -720834.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -720919.187500 Penalty: 4431.097656
	Iteration 18Q: 3 clusters Score -720919.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -721026.750000 Penalty: 4431.097656
	Iteration 19Q: 3 clusters Score -721026.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -721137.125000 Penalty: 4431.097656
	Iteration 20F: 3 clusters Score -721137.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -721216.625000 Penalty: 4431.097656
	Iteration 21Q: 3 clusters Score -721216.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -721269.312500 Penalty: 4431.097656
	Iteration 22Q: 3 clusters Score -721269.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -721314.062500 Penalty: 4431.097656
	Iteration 23Q: 3 clusters Score -721314.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -721354.562500 Penalty: 4431.097656
	Iteration 24Q: 3 clusters Score -721354.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -721387.625000 Penalty: 4431.097656
	Iteration 25Q: 3 clusters Score -721387.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -721424.312500 Penalty: 4431.097656
	Iteration 26Q: 3 clusters Score -721424.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -721457.750000 Penalty: 4431.097656
	Iteration 27Q: 3 clusters Score -721457.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -721501.500000 Penalty: 4431.097656
	Iteration 28Q: 3 clusters Score -721501.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -721539.437500 Penalty: 4431.097656
	Iteration 29Q: 3 clusters Score -721539.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -721565.000000 Penalty: 4431.097656
	Iteration 30Q: 3 clusters Score -721565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -721582.062500 Penalty: 4431.097656
	Iteration 31Q: 3 clusters Score -721582.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -721598.812500 Penalty: 4431.097656
	Iteration 32Q: 3 clusters Score -721598.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -721617.000000 Penalty: 4431.097656
	Iteration 33Q: 3 clusters Score -721617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -721627.875000 Penalty: 4431.097656
	Iteration 34Q: 3 clusters Score -721627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -721634.000000 Penalty: 4431.097656
	Iteration 35Q: 3 clusters Score -721634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -721636.562500 Penalty: 4431.097656
	Iteration 36Q: 3 clusters Score -721636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -721638.750000 Penalty: 4431.097656
	Iteration 37Q: 3 clusters Score -721638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -721645.000000 Penalty: 4431.097656
	Iteration 38Q: 3 clusters Score -721645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -721646.687500 Penalty: 4431.097656
	Iteration 39Q: 3 clusters Score -721646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -721647.937500 Penalty: 4431.097656
	Iteration 40F: 3 clusters Score -721647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -721650.625000 Penalty: 4431.097656
	Iteration 41Q: 3 clusters Score -721650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -721651.812500 Penalty: 4431.097656
	Iteration 42Q: 3 clusters Score -721651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -721655.250000 Penalty: 4431.097656
	Iteration 43Q: 3 clusters Score -721655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -721656.812500 Penalty: 4431.097656
	Iteration 44Q: 3 clusters Score -721656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -721659.875000 Penalty: 4431.097656
	Iteration 45Q: 3 clusters Score -721659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -721661.062500 Penalty: 4431.097656
	Iteration 46Q: 3 clusters Score -721661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -721663.937500 Penalty: 4431.097656
	Iteration 47Q: 3 clusters Score -721663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -721663.875000 Penalty: 4431.097656
	Iteration 48Q: 3 clusters Score -721663.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -721663.875000 Penalty: 4431.097656
	Iteration 49F: 3 clusters Score -721663.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Entering Unmasked Estep 
Score: -1674464.250000 Penalty: 2452.102539
	Iteration 0F: 2 clusters Score -1674464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1660649.500000 Penalty: 4904.205078
	Iteration 0F: 3 clusters Score -1660650 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1665303.125000 Penalty: 4904.205078
	Iteration 1F: 3 clusters Score -1665303 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1665665.250000 Penalty: 4904.205078
	Iteration 2F: 3 clusters Score -1665665 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1665955.250000 Penalty: 4904.205078
	Iteration 3Q: 3 clusters Score -1665955 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1666207.750000 Penalty: 4904.205078
	Iteration 4Q: 3 clusters Score -1666208 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1666398.000000 Penalty: 4904.205078
	Iteration 5Q: 3 clusters Score -1666398 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1666542.500000 Penalty: 4904.205078
	Iteration 6Q: 3 clusters Score -1666542 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1666651.875000 Penalty: 4904.205078
	Iteration 7Q: 3 clusters Score -1666652 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1666750.500000 Penalty: 4904.205078
	Iteration 8Q: 3 clusters Score -1666750 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1666861.500000 Penalty: 4904.205078
	Iteration 9Q: 3 clusters Score -1666862 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1666955.250000 Penalty: 4904.205078
	Iteration 10Q: 3 clusters Score -1666955 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1667036.250000 Penalty: 4904.205078
	Iteration 11Q: 3 clusters Score -1667036 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1667129.000000 Penalty: 4904.205078
	Iteration 12Q: 3 clusters Score -1667129 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1667232.375000 Penalty: 4904.205078
	Iteration 13Q: 3 clusters Score -1667232 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1667352.000000 Penalty: 4904.205078
	Iteration 14Q: 3 clusters Score -1667352 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1667515.250000 Penalty: 4904.205078
	Iteration 15Q: 3 clusters Score -1667515 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1667722.250000 Penalty: 4904.205078
	Iteration 16Q: 3 clusters Score -1667722 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1667991.250000 Penalty: 4904.205078
	Iteration 17Q: 3 clusters Score -1667991 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1668331.375000 Penalty: 4904.205078
	Iteration 18Q: 3 clusters Score -1668331 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1668741.500000 Penalty: 4904.205078
	Iteration 19Q: 3 clusters Score -1668742 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1669232.625000 Penalty: 4904.205078
	Iteration 20F: 3 clusters Score -1669233 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1669778.500000 Penalty: 4904.205078
	Iteration 21Q: 3 clusters Score -1669778 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1670326.375000 Penalty: 4904.205078
	Iteration 22Q: 3 clusters Score -1670326 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1670858.250000 Penalty: 4904.205078
	Iteration 23Q: 3 clusters Score -1670858 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1671276.625000 Penalty: 4904.205078
	Iteration 24Q: 3 clusters Score -1671277 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1671579.875000 Penalty: 4904.205078
	Iteration 25Q: 3 clusters Score -1671580 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1671791.375000 Penalty: 4904.205078
	Iteration 26Q: 3 clusters Score -1671791 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1671950.500000 Penalty: 4904.205078
	Iteration 27Q: 3 clusters Score -1671950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -1672075.250000 Penalty: 4904.205078
	Iteration 28Q: 3 clusters Score -1672075 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1672156.250000 Penalty: 4904.205078
	Iteration 29Q: 3 clusters Score -1672156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1672203.500000 Penalty: 4904.205078
	Iteration 30Q: 3 clusters Score -1672204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -1672245.750000 Penalty: 4904.205078
	Iteration 31Q: 3 clusters Score -1672246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1672258.500000 Penalty: 4904.205078
	Iteration 32Q: 3 clusters Score -1672258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1672268.250000 Penalty: 4904.205078
	Iteration 33Q: 3 clusters Score -1672268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1672280.375000 Penalty: 4904.205078
	Iteration 34Q: 3 clusters Score -1672280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1672281.125000 Penalty: 4904.205078
	Iteration 35Q: 3 clusters Score -1672281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1672281.875000 Penalty: 4904.205078
	Iteration 36Q: 3 clusters Score -1672282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1672284.125000 Penalty: 4904.205078
	Iteration 37Q: 3 clusters Score -1672284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1672286.750000 Penalty: 4904.205078
	Iteration 38Q: 3 clusters Score -1672287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1672291.000000 Penalty: 4904.205078
	Iteration 39Q: 3 clusters Score -1672291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1672298.375000 Penalty: 4904.205078
	Iteration 40F: 3 clusters Score -1672298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1672298.625000 Penalty: 4904.205078
	Iteration 41Q: 3 clusters Score -1672299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1672298.125000 Penalty: 4904.205078
	Iteration 42Q: 3 clusters Score -1672298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1672301.750000 Penalty: 4904.205078
	Iteration 43Q: 3 clusters Score -1672302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -1672303.500000 Penalty: 4904.205078
	Iteration 44Q: 3 clusters Score -1672304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1672305.000000 Penalty: 4904.205078
	Iteration 45Q: 3 clusters Score -1672305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1672305.000000 Penalty: 4904.205078
	Iteration 46F: 3 clusters Score -1672305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Entering Unmasked Estep 
Score: -1254469.125000 Penalty: 2376.209717
	Iteration 0F: 2 clusters Score -1254469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1244007.000000 Penalty: 4752.419434
	Iteration 0F: 3 clusters Score -1244007 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1247232.375000 Penalty: 4752.419434
	Iteration 1F: 3 clusters Score -1247232 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1247596.500000 Penalty: 4752.419434
	Iteration 2F: 3 clusters Score -1247596 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1247875.000000 Penalty: 4752.419434
	Iteration 3Q: 3 clusters Score -1247875 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1248091.250000 Penalty: 4752.419434
	Iteration 4Q: 3 clusters Score -1248091 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1248271.500000 Penalty: 4752.419434
	Iteration 5Q: 3 clusters Score -1248272 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1248416.250000 Penalty: 4752.419434
	Iteration 6Q: 3 clusters Score -1248416 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1248572.750000 Penalty: 4752.419434
	Iteration 7Q: 3 clusters Score -1248573 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1248731.250000 Penalty: 4752.419434
	Iteration 8Q: 3 clusters Score -1248731 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1248930.875000 Penalty: 4752.419434
	Iteration 9Q: 3 clusters Score -1248931 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1249243.000000 Penalty: 4752.419434
	Iteration 10Q: 3 clusters Score -1249243 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1249706.125000 Penalty: 4752.419434
	Iteration 11Q: 3 clusters Score -1249706 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1250566.125000 Penalty: 4752.419434
	Iteration 12F: 3 clusters Score -1250566 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1252340.375000 Penalty: 4752.419434
	Iteration 13F: 3 clusters Score -1252340 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1255350.500000 Penalty: 4752.419434
	Iteration 14F: 3 clusters Score -1255350 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1257156.125000 Penalty: 4752.419434
	Iteration 15F: 3 clusters Score -1257156 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1257939.375000 Penalty: 4752.419434
	Iteration 16Q: 3 clusters Score -1257939 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1258563.750000 Penalty: 4752.419434
	Iteration 17Q: 3 clusters Score -1258564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1259113.875000 Penalty: 4752.419434
	Iteration 18Q: 3 clusters Score -1259114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1259557.875000 Penalty: 4752.419434
	Iteration 19Q: 3 clusters Score -1259558 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1259777.875000 Penalty: 4752.419434
	Iteration 20F: 3 clusters Score -1259778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1259825.000000 Penalty: 4752.419434
	Iteration 21Q: 3 clusters Score -1259825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1259831.625000 Penalty: 4752.419434
	Iteration 22Q: 3 clusters Score -1259832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1259831.500000 Penalty: 4752.419434
	Iteration 23Q: 3 clusters Score -1259832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1259831.500000 Penalty: 4752.419434
	Iteration 24F: 3 clusters Score -1259832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3730 members 
Mstep: Class 4 contains 9825 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8305 members 
Mstep: Class 10 contains 15415 members 
Mstep: Class 11 contains 28756 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 19724 members 
Mstep: Class 14 contains 7405 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 9343 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7205 members 
Mstep: Class 19 contains 5371 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15737 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 19683 members 
Mstep: Class 25 contains 8830 members 
Mstep: Class 26 contains 6633 members 
Mstep: Class 27 contains 10722 members 
Mstep: Class 28 contains 9507 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 92766 members 
Mstep: Class 31 contains 5324 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4796 members 
Mstep: Class 34 contains 4761 members 
Mstep: Class 35 contains 5664 members 
Entering Unmasked Estep 
Score: -38195164.000000 Penalty: 113275.335938
Splitting cluster 25 changes total score from -38190632.000000 to -38195164.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 26 (6633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Entering Unmasked Estep 
Score: -539768.625000 Penalty: 2182.353516
	Iteration 0F: 2 clusters Score -539768.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -534179.000000 Penalty: 4364.707031
	Iteration 0F: 3 clusters Score -534179 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -535690.500000 Penalty: 4364.707031
	Iteration 1F: 3 clusters Score -535690.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -535961.062500 Penalty: 4364.707031
	Iteration 2F: 3 clusters Score -535961.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -536156.000000 Penalty: 4364.707031
	Iteration 3F: 3 clusters Score -536156 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -536320.187500 Penalty: 4364.707031
	Iteration 4Q: 3 clusters Score -536320.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -536447.000000 Penalty: 4364.707031
	Iteration 5Q: 3 clusters Score -536447 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -536548.000000 Penalty: 4364.707031
	Iteration 6Q: 3 clusters Score -536548 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -536622.437500 Penalty: 4364.707031
	Iteration 7Q: 3 clusters Score -536622.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -536683.750000 Penalty: 4364.707031
	Iteration 8Q: 3 clusters Score -536683.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -536739.312500 Penalty: 4364.707031
	Iteration 9Q: 3 clusters Score -536739.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -536785.687500 Penalty: 4364.707031
	Iteration 10Q: 3 clusters Score -536785.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -536827.312500 Penalty: 4364.707031
	Iteration 11Q: 3 clusters Score -536827.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -536875.375000 Penalty: 4364.707031
	Iteration 12Q: 3 clusters Score -536875.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -536926.375000 Penalty: 4364.707031
	Iteration 13Q: 3 clusters Score -536926.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -536975.125000 Penalty: 4364.707031
	Iteration 14Q: 3 clusters Score -536975.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -537022.000000 Penalty: 4364.707031
	Iteration 15Q: 3 clusters Score -537022 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -537064.500000 Penalty: 4364.707031
	Iteration 16Q: 3 clusters Score -537064.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -537102.312500 Penalty: 4364.707031
	Iteration 17Q: 3 clusters Score -537102.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -537136.750000 Penalty: 4364.707031
	Iteration 18Q: 3 clusters Score -537136.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -537172.750000 Penalty: 4364.707031
	Iteration 19Q: 3 clusters Score -537172.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -537212.562500 Penalty: 4364.707031
	Iteration 20F: 3 clusters Score -537212.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -537255.562500 Penalty: 4364.707031
	Iteration 21Q: 3 clusters Score -537255.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -537283.875000 Penalty: 4364.707031
	Iteration 22Q: 3 clusters Score -537283.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -537304.625000 Penalty: 4364.707031
	Iteration 23Q: 3 clusters Score -537304.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -537328.687500 Penalty: 4364.707031
	Iteration 24Q: 3 clusters Score -537328.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -537355.062500 Penalty: 4364.707031
	Iteration 25Q: 3 clusters Score -537355.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -537381.000000 Penalty: 4364.707031
	Iteration 26Q: 3 clusters Score -537381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -537400.562500 Penalty: 4364.707031
	Iteration 27Q: 3 clusters Score -537400.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -537416.687500 Penalty: 4364.707031
	Iteration 28Q: 3 clusters Score -537416.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -537434.812500 Penalty: 4364.707031
	Iteration 29Q: 3 clusters Score -537434.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -537445.875000 Penalty: 4364.707031
	Iteration 30Q: 3 clusters Score -537445.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -537453.625000 Penalty: 4364.707031
	Iteration 31Q: 3 clusters Score -537453.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -537460.875000 Penalty: 4364.707031
	Iteration 32Q: 3 clusters Score -537460.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -537473.187500 Penalty: 4364.707031
	Iteration 33Q: 3 clusters Score -537473.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -537482.625000 Penalty: 4364.707031
	Iteration 34Q: 3 clusters Score -537482.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -537490.437500 Penalty: 4364.707031
	Iteration 35Q: 3 clusters Score -537490.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -537500.500000 Penalty: 4364.707031
	Iteration 36Q: 3 clusters Score -537500.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -537511.250000 Penalty: 4364.707031
	Iteration 37Q: 3 clusters Score -537511.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -537521.937500 Penalty: 4364.707031
	Iteration 38Q: 3 clusters Score -537521.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -537530.687500 Penalty: 4364.707031
	Iteration 39Q: 3 clusters Score -537530.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -537541.437500 Penalty: 4364.707031
	Iteration 40F: 3 clusters Score -537541.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -537555.875000 Penalty: 4364.707031
	Iteration 41Q: 3 clusters Score -537555.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -537574.750000 Penalty: 4364.707031
	Iteration 42Q: 3 clusters Score -537574.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -537595.187500 Penalty: 4364.707031
	Iteration 43Q: 3 clusters Score -537595.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -537612.187500 Penalty: 4364.707031
	Iteration 44Q: 3 clusters Score -537612.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -537627.312500 Penalty: 4364.707031
	Iteration 45Q: 3 clusters Score -537627.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -537640.812500 Penalty: 4364.707031
	Iteration 46Q: 3 clusters Score -537640.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -537648.437500 Penalty: 4364.707031
	Iteration 47Q: 3 clusters Score -537648.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -537652.562500 Penalty: 4364.707031
	Iteration 48Q: 3 clusters Score -537652.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -537658.187500 Penalty: 4364.707031
	Iteration 49Q: 3 clusters Score -537658.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -537660.187500 Penalty: 4364.707031
	Iteration 50Q: 3 clusters Score -537660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -537662.500000 Penalty: 4364.707031
	Iteration 51Q: 3 clusters Score -537662.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -537665.312500 Penalty: 4364.707031
	Iteration 52Q: 3 clusters Score -537665.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -537669.000000 Penalty: 4364.707031
	Iteration 53Q: 3 clusters Score -537669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -537672.875000 Penalty: 4364.707031
	Iteration 54Q: 3 clusters Score -537672.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -537675.437500 Penalty: 4364.707031
	Iteration 55Q: 3 clusters Score -537675.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -537679.312500 Penalty: 4364.707031
	Iteration 56Q: 3 clusters Score -537679.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -537684.312500 Penalty: 4364.707031
	Iteration 57Q: 3 clusters Score -537684.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -537691.187500 Penalty: 4364.707031
	Iteration 58Q: 3 clusters Score -537691.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -537696.187500 Penalty: 4364.707031
	Iteration 59Q: 3 clusters Score -537696.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -537699.125000 Penalty: 4364.707031
	Iteration 60F: 3 clusters Score -537699.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -537700.625000 Penalty: 4364.707031
	Iteration 61Q: 3 clusters Score -537700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -537703.500000 Penalty: 4364.707031
	Iteration 62Q: 3 clusters Score -537703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -537705.000000 Penalty: 4364.707031
	Iteration 63Q: 3 clusters Score -537705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -537707.062500 Penalty: 4364.707031
	Iteration 64Q: 3 clusters Score -537707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -537707.375000 Penalty: 4364.707031
	Iteration 65Q: 3 clusters Score -537707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -537707.750000 Penalty: 4364.707031
	Iteration 66Q: 3 clusters Score -537707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -537708.812500 Penalty: 4364.707031
	Iteration 67Q: 3 clusters Score -537708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -537709.000000 Penalty: 4364.707031
	Iteration 68Q: 3 clusters Score -537709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -537710.000000 Penalty: 4364.707031
	Iteration 69Q: 3 clusters Score -537710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -537712.437500 Penalty: 4364.707031
	Iteration 70Q: 3 clusters Score -537712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -537712.625000 Penalty: 4364.707031
	Iteration 71Q: 3 clusters Score -537712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -537713.250000 Penalty: 4364.707031
	Iteration 72Q: 3 clusters Score -537713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -537714.062500 Penalty: 4364.707031
	Iteration 73Q: 3 clusters Score -537714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -537716.000000 Penalty: 4364.707031
	Iteration 74Q: 3 clusters Score -537716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -537716.437500 Penalty: 4364.707031
	Iteration 75Q: 3 clusters Score -537716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -537715.750000 Penalty: 4364.707031
	Iteration 76Q: 3 clusters Score -537715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -537715.937500 Penalty: 4364.707031
	Iteration 77Q: 3 clusters Score -537715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -537715.937500 Penalty: 4364.707031
	Iteration 78F: 3 clusters Score -537715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Entering Unmasked Estep 
Score: -924738.125000 Penalty: 2301.453125
	Iteration 0F: 2 clusters Score -924738.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -916579.187500 Penalty: 4602.906250
	Iteration 0F: 3 clusters Score -916579.2 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -918930.125000 Penalty: 4602.906250
	Iteration 1F: 3 clusters Score -918930.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -919235.375000 Penalty: 4602.906250
	Iteration 2F: 3 clusters Score -919235.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -919443.500000 Penalty: 4602.906250
	Iteration 3F: 3 clusters Score -919443.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -919607.875000 Penalty: 4602.906250
	Iteration 4Q: 3 clusters Score -919607.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -919742.875000 Penalty: 4602.906250
	Iteration 5Q: 3 clusters Score -919742.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -919858.312500 Penalty: 4602.906250
	Iteration 6Q: 3 clusters Score -919858.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -919964.875000 Penalty: 4602.906250
	Iteration 7Q: 3 clusters Score -919964.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -920074.062500 Penalty: 4602.906250
	Iteration 8Q: 3 clusters Score -920074.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -920189.375000 Penalty: 4602.906250
	Iteration 9Q: 3 clusters Score -920189.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -920330.750000 Penalty: 4602.906250
	Iteration 10Q: 3 clusters Score -920330.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -920542.312500 Penalty: 4602.906250
	Iteration 11Q: 3 clusters Score -920542.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -920815.750000 Penalty: 4602.906250
	Iteration 12Q: 3 clusters Score -920815.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -921093.000000 Penalty: 4602.906250
	Iteration 13Q: 3 clusters Score -921093 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -921367.812500 Penalty: 4602.906250
	Iteration 14Q: 3 clusters Score -921367.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -921633.687500 Penalty: 4602.906250
	Iteration 15Q: 3 clusters Score -921633.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -921901.375000 Penalty: 4602.906250
	Iteration 16Q: 3 clusters Score -921901.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -922132.375000 Penalty: 4602.906250
	Iteration 17Q: 3 clusters Score -922132.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -922311.875000 Penalty: 4602.906250
	Iteration 18Q: 3 clusters Score -922311.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -922445.687500 Penalty: 4602.906250
	Iteration 19Q: 3 clusters Score -922445.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -922525.187500 Penalty: 4602.906250
	Iteration 20F: 3 clusters Score -922525.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -922594.312500 Penalty: 4602.906250
	Iteration 21Q: 3 clusters Score -922594.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -922629.687500 Penalty: 4602.906250
	Iteration 22Q: 3 clusters Score -922629.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -922658.875000 Penalty: 4602.906250
	Iteration 23Q: 3 clusters Score -922658.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -922684.937500 Penalty: 4602.906250
	Iteration 24Q: 3 clusters Score -922684.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -922694.875000 Penalty: 4602.906250
	Iteration 25Q: 3 clusters Score -922694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -922699.125000 Penalty: 4602.906250
	Iteration 26Q: 3 clusters Score -922699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -922701.875000 Penalty: 4602.906250
	Iteration 27Q: 3 clusters Score -922701.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -922704.125000 Penalty: 4602.906250
	Iteration 28Q: 3 clusters Score -922704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -922704.500000 Penalty: 4602.906250
	Iteration 29Q: 3 clusters Score -922704.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -922710.062500 Penalty: 4602.906250
	Iteration 30Q: 3 clusters Score -922710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -922716.500000 Penalty: 4602.906250
	Iteration 31Q: 3 clusters Score -922716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -922720.062500 Penalty: 4602.906250
	Iteration 32Q: 3 clusters Score -922720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -922721.062500 Penalty: 4602.906250
	Iteration 33Q: 3 clusters Score -922721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -922721.750000 Penalty: 4602.906250
	Iteration 34Q: 3 clusters Score -922721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -922721.750000 Penalty: 4602.906250
	Iteration 35Q: 3 clusters Score -922721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -922722.312500 Penalty: 4602.906250
	Iteration 36Q: 3 clusters Score -922722.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -922722.312500 Penalty: 4602.906250
	Iteration 37F: 3 clusters Score -922722.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Entering Unmasked Estep 
Score: -831137.437500 Penalty: 2271.626221
	Iteration 0F: 2 clusters Score -831137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -823876.750000 Penalty: 4543.252441
	Iteration 0F: 3 clusters Score -823876.8 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -826002.500000 Penalty: 4543.252441
	Iteration 1F: 3 clusters Score -826002.5 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -826340.125000 Penalty: 4543.252441
	Iteration 2F: 3 clusters Score -826340.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -826681.062500 Penalty: 4543.252441
	Iteration 3F: 3 clusters Score -826681.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -827060.000000 Penalty: 4543.252441
	Iteration 4F: 3 clusters Score -827060 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -827507.687500 Penalty: 4543.252441
	Iteration 5F: 3 clusters Score -827507.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -827965.750000 Penalty: 4543.252441
	Iteration 6F: 3 clusters Score -827965.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -828374.187500 Penalty: 4543.252441
	Iteration 7F: 3 clusters Score -828374.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -828660.500000 Penalty: 4543.252441
	Iteration 8Q: 3 clusters Score -828660.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -828875.062500 Penalty: 4543.252441
	Iteration 9Q: 3 clusters Score -828875.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -829027.500000 Penalty: 4543.252441
	Iteration 10Q: 3 clusters Score -829027.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -829159.687500 Penalty: 4543.252441
	Iteration 11Q: 3 clusters Score -829159.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -829263.000000 Penalty: 4543.252441
	Iteration 12Q: 3 clusters Score -829263 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -829332.500000 Penalty: 4543.252441
	Iteration 13Q: 3 clusters Score -829332.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -829387.000000 Penalty: 4543.252441
	Iteration 14Q: 3 clusters Score -829387 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -829428.625000 Penalty: 4543.252441
	Iteration 15Q: 3 clusters Score -829428.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -829457.625000 Penalty: 4543.252441
	Iteration 16Q: 3 clusters Score -829457.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -829466.562500 Penalty: 4543.252441
	Iteration 17Q: 3 clusters Score -829466.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -829474.375000 Penalty: 4543.252441
	Iteration 18Q: 3 clusters Score -829474.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -829478.250000 Penalty: 4543.252441
	Iteration 19Q: 3 clusters Score -829478.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -829480.187500 Penalty: 4543.252441
	Iteration 20F: 3 clusters Score -829480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -829481.312500 Penalty: 4543.252441
	Iteration 21Q: 3 clusters Score -829481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -829483.812500 Penalty: 4543.252441
	Iteration 22Q: 3 clusters Score -829483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -829485.000000 Penalty: 4543.252441
	Iteration 23Q: 3 clusters Score -829485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -829485.875000 Penalty: 4543.252441
	Iteration 24Q: 3 clusters Score -829485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -829491.250000 Penalty: 4543.252441
	Iteration 25Q: 3 clusters Score -829491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -829491.875000 Penalty: 4543.252441
	Iteration 26Q: 3 clusters Score -829491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -829492.125000 Penalty: 4543.252441
	Iteration 27Q: 3 clusters Score -829492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -829492.375000 Penalty: 4543.252441
	Iteration 28Q: 3 clusters Score -829492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -829494.312500 Penalty: 4543.252441
	Iteration 29Q: 3 clusters Score -829494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -829495.937500 Penalty: 4543.252441
	Iteration 30Q: 3 clusters Score -829495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -829495.250000 Penalty: 4543.252441
	Iteration 31Q: 3 clusters Score -829495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -829494.625000 Penalty: 4543.252441
	Iteration 32Q: 3 clusters Score -829494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -829494.875000 Penalty: 4543.252441
	Iteration 33Q: 3 clusters Score -829494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -829494.187500 Penalty: 4543.252441
	Iteration 34Q: 3 clusters Score -829494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -829494.187500 Penalty: 4543.252441
	Iteration 35F: 3 clusters Score -829494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Entering Unmasked Estep 
Score: -397972.187500 Penalty: 2087.672852
	Iteration 0F: 2 clusters Score -397972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -393703.187500 Penalty: 4175.345703
	Iteration 0F: 3 clusters Score -393703.2 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -394680.437500 Penalty: 4175.345703
	Iteration 1F: 3 clusters Score -394680.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -394918.531250 Penalty: 4175.345703
	Iteration 2F: 3 clusters Score -394918.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -395086.468750 Penalty: 4175.345703
	Iteration 3F: 3 clusters Score -395086.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -395199.906250 Penalty: 4175.345703
	Iteration 4Q: 3 clusters Score -395199.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -395269.875000 Penalty: 4175.345703
	Iteration 5Q: 3 clusters Score -395269.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -395330.718750 Penalty: 4175.345703
	Iteration 6Q: 3 clusters Score -395330.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -395374.218750 Penalty: 4175.345703
	Iteration 7Q: 3 clusters Score -395374.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -395412.812500 Penalty: 4175.345703
	Iteration 8Q: 3 clusters Score -395412.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -395443.343750 Penalty: 4175.345703
	Iteration 9Q: 3 clusters Score -395443.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -395473.968750 Penalty: 4175.345703
	Iteration 10Q: 3 clusters Score -395474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -395492.781250 Penalty: 4175.345703
	Iteration 11Q: 3 clusters Score -395492.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -395509.906250 Penalty: 4175.345703
	Iteration 12Q: 3 clusters Score -395509.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -395525.531250 Penalty: 4175.345703
	Iteration 13Q: 3 clusters Score -395525.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -395539.687500 Penalty: 4175.345703
	Iteration 14Q: 3 clusters Score -395539.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -395555.250000 Penalty: 4175.345703
	Iteration 15Q: 3 clusters Score -395555.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -395571.750000 Penalty: 4175.345703
	Iteration 16Q: 3 clusters Score -395571.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -395587.218750 Penalty: 4175.345703
	Iteration 17Q: 3 clusters Score -395587.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -395600.250000 Penalty: 4175.345703
	Iteration 18Q: 3 clusters Score -395600.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -395612.468750 Penalty: 4175.345703
	Iteration 19Q: 3 clusters Score -395612.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -395626.375000 Penalty: 4175.345703
	Iteration 20F: 3 clusters Score -395626.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -395638.468750 Penalty: 4175.345703
	Iteration 21Q: 3 clusters Score -395638.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -395648.781250 Penalty: 4175.345703
	Iteration 22Q: 3 clusters Score -395648.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -395657.000000 Penalty: 4175.345703
	Iteration 23Q: 3 clusters Score -395657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -395661.468750 Penalty: 4175.345703
	Iteration 24Q: 3 clusters Score -395661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -395665.593750 Penalty: 4175.345703
	Iteration 25Q: 3 clusters Score -395665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -395670.625000 Penalty: 4175.345703
	Iteration 26Q: 3 clusters Score -395670.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -395675.812500 Penalty: 4175.345703
	Iteration 27Q: 3 clusters Score -395675.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -395679.781250 Penalty: 4175.345703
	Iteration 28Q: 3 clusters Score -395679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -395684.281250 Penalty: 4175.345703
	Iteration 29Q: 3 clusters Score -395684.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -395687.406250 Penalty: 4175.345703
	Iteration 30Q: 3 clusters Score -395687.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -395693.218750 Penalty: 4175.345703
	Iteration 31Q: 3 clusters Score -395693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -395694.468750 Penalty: 4175.345703
	Iteration 32Q: 3 clusters Score -395694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -395694.875000 Penalty: 4175.345703
	Iteration 33Q: 3 clusters Score -395694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -395696.812500 Penalty: 4175.345703
	Iteration 34Q: 3 clusters Score -395696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -395697.656250 Penalty: 4175.345703
	Iteration 35Q: 3 clusters Score -395697.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -395697.968750 Penalty: 4175.345703
	Iteration 36Q: 3 clusters Score -395698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -395698.937500 Penalty: 4175.345703
	Iteration 37Q: 3 clusters Score -395698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -395699.250000 Penalty: 4175.345703
	Iteration 38Q: 3 clusters Score -395699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -395699.937500 Penalty: 4175.345703
	Iteration 39Q: 3 clusters Score -395699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -395700.906250 Penalty: 4175.345703
	Iteration 40F: 3 clusters Score -395700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -395700.781250 Penalty: 4175.345703
	Iteration 41Q: 3 clusters Score -395700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -395700.468750 Penalty: 4175.345703
	Iteration 42Q: 3 clusters Score -395700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -395702.031250 Penalty: 4175.345703
	Iteration 43Q: 3 clusters Score -395702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -395702.656250 Penalty: 4175.345703
	Iteration 44Q: 3 clusters Score -395702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -395703.625000 Penalty: 4175.345703
	Iteration 45Q: 3 clusters Score -395703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -395704.093750 Penalty: 4175.345703
	Iteration 46Q: 3 clusters Score -395704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -395706.312500 Penalty: 4175.345703
	Iteration 47Q: 3 clusters Score -395706.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -395708.375000 Penalty: 4175.345703
	Iteration 48Q: 3 clusters Score -395708.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -395711.781250 Penalty: 4175.345703
	Iteration 49Q: 3 clusters Score -395711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -395713.812500 Penalty: 4175.345703
	Iteration 50Q: 3 clusters Score -395713.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -395716.937500 Penalty: 4175.345703
	Iteration 51Q: 3 clusters Score -395716.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -395721.031250 Penalty: 4175.345703
	Iteration 52Q: 3 clusters Score -395721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -395723.062500 Penalty: 4175.345703
	Iteration 53Q: 3 clusters Score -395723.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -395725.093750 Penalty: 4175.345703
	Iteration 54Q: 3 clusters Score -395725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -395727.250000 Penalty: 4175.345703
	Iteration 55Q: 3 clusters Score -395727.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -395730.593750 Penalty: 4175.345703
	Iteration 56Q: 3 clusters Score -395730.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -395734.062500 Penalty: 4175.345703
	Iteration 57Q: 3 clusters Score -395734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -395735.687500 Penalty: 4175.345703
	Iteration 58Q: 3 clusters Score -395735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -395736.375000 Penalty: 4175.345703
	Iteration 59Q: 3 clusters Score -395736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -395736.437500 Penalty: 4175.345703
	Iteration 60F: 3 clusters Score -395736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -395736.750000 Penalty: 4175.345703
	Iteration 61Q: 3 clusters Score -395736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -395737.906250 Penalty: 4175.345703
	Iteration 62Q: 3 clusters Score -395737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -395738.625000 Penalty: 4175.345703
	Iteration 63Q: 3 clusters Score -395738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -395740.687500 Penalty: 4175.345703
	Iteration 64Q: 3 clusters Score -395740.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -395743.812500 Penalty: 4175.345703
	Iteration 65Q: 3 clusters Score -395743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -395745.968750 Penalty: 4175.345703
	Iteration 66Q: 3 clusters Score -395746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -395749.593750 Penalty: 4175.345703
	Iteration 67Q: 3 clusters Score -395749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -395750.406250 Penalty: 4175.345703
	Iteration 68Q: 3 clusters Score -395750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -395753.062500 Penalty: 4175.345703
	Iteration 69Q: 3 clusters Score -395753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -395753.750000 Penalty: 4175.345703
	Iteration 70Q: 3 clusters Score -395753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -395753.750000 Penalty: 4175.345703
	Iteration 71F: 3 clusters Score -395753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (92766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Entering Unmasked Estep 
Score: -7901883.000000 Penalty: 2836.583252
	Iteration 0F: 2 clusters Score -7901883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -7839887.000000 Penalty: 5673.166504
	Iteration 0F: 3 clusters Score -7839887 nChanged 43732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -7864657.500000 Penalty: 5673.166504
	Iteration 1F: 3 clusters Score -7864658 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -7865602.500000 Penalty: 5673.166504
	Iteration 2Q: 3 clusters Score -7865602 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -7866667.500000 Penalty: 5673.166504
	Iteration 3Q: 3 clusters Score -7866668 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -7867888.000000 Penalty: 5673.166504
	Iteration 4Q: 3 clusters Score -7867888 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -7869337.500000 Penalty: 5673.166504
	Iteration 5Q: 3 clusters Score -7869338 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -7871372.500000 Penalty: 5673.166504
	Iteration 6Q: 3 clusters Score -7871372 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -7873881.500000 Penalty: 5673.166504
	Iteration 7F: 3 clusters Score -7873882 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -7876734.500000 Penalty: 5673.166504
	Iteration 8F: 3 clusters Score -7876734 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -7879781.500000 Penalty: 5673.166504
	Iteration 9F: 3 clusters Score -7879782 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -7882783.000000 Penalty: 5673.166504
	Iteration 10F: 3 clusters Score -7882783 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -7885872.000000 Penalty: 5673.166504
	Iteration 11Q: 3 clusters Score -7885872 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -7888739.000000 Penalty: 5673.166504
	Iteration 12Q: 3 clusters Score -7888739 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -7891186.000000 Penalty: 5673.166504
	Iteration 13Q: 3 clusters Score -7891186 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -7893265.500000 Penalty: 5673.166504
	Iteration 14Q: 3 clusters Score -7893266 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -7894890.000000 Penalty: 5673.166504
	Iteration 15Q: 3 clusters Score -7894890 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -7895950.500000 Penalty: 5673.166504
	Iteration 16Q: 3 clusters Score -7895950 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -7896610.000000 Penalty: 5673.166504
	Iteration 17Q: 3 clusters Score -7896610 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -7897054.000000 Penalty: 5673.166504
	Iteration 18Q: 3 clusters Score -7897054 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -7897215.000000 Penalty: 5673.166504
	Iteration 19Q: 3 clusters Score -7897215 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -7897424.000000 Penalty: 5673.166504
	Iteration 20F: 3 clusters Score -7897424 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -7897563.500000 Penalty: 5673.166504
	Iteration 21Q: 3 clusters Score -7897564 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -7897660.500000 Penalty: 5673.166504
	Iteration 22Q: 3 clusters Score -7897660 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84571 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -7897698.000000 Penalty: 5673.166504
	Iteration 23Q: 3 clusters Score -7897698 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -7897727.000000 Penalty: 5673.166504
	Iteration 24Q: 3 clusters Score -7897727 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -7897770.500000 Penalty: 5673.166504
	Iteration 25Q: 3 clusters Score -7897770 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -7897818.500000 Penalty: 5673.166504
	Iteration 26Q: 3 clusters Score -7897818 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -7897832.000000 Penalty: 5673.166504
	Iteration 27Q: 3 clusters Score -7897832 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -7897877.500000 Penalty: 5673.166504
	Iteration 28Q: 3 clusters Score -7897878 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -7897857.500000 Penalty: 5673.166504
	Iteration 29Q: 3 clusters Score -7897858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -7897874.000000 Penalty: 5673.166504
	Iteration 30Q: 3 clusters Score -7897874 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -7897882.000000 Penalty: 5673.166504
	Iteration 31Q: 3 clusters Score -7897882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -7897937.500000 Penalty: 5673.166504
	Iteration 32Q: 3 clusters Score -7897938 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -7897957.000000 Penalty: 5673.166504
	Iteration 33Q: 3 clusters Score -7897957 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -7897974.000000 Penalty: 5673.166504
	Iteration 34Q: 3 clusters Score -7897974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -7897982.000000 Penalty: 5673.166504
	Iteration 35Q: 3 clusters Score -7897982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -7897990.000000 Penalty: 5673.166504
	Iteration 36Q: 3 clusters Score -7897990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -7898009.000000 Penalty: 5673.166504
	Iteration 37Q: 3 clusters Score -7898009 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -7898031.500000 Penalty: 5673.166504
	Iteration 38Q: 3 clusters Score -7898032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -7898038.000000 Penalty: 5673.166504
	Iteration 39Q: 3 clusters Score -7898038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -7898082.000000 Penalty: 5673.166504
	Iteration 40F: 3 clusters Score -7898082 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -7898089.500000 Penalty: 5673.166504
	Iteration 41Q: 3 clusters Score -7898090 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -7898110.000000 Penalty: 5673.166504
	Iteration 42Q: 3 clusters Score -7898110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -7898147.000000 Penalty: 5673.166504
	Iteration 43Q: 3 clusters Score -7898147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -7898167.000000 Penalty: 5673.166504
	Iteration 44Q: 3 clusters Score -7898167 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -7898145.000000 Penalty: 5673.166504
	Iteration 45Q: 3 clusters Score -7898145 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -7898167.000000 Penalty: 5673.166504
	Iteration 46Q: 3 clusters Score -7898167 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -7898180.500000 Penalty: 5673.166504
	Iteration 47Q: 3 clusters Score -7898180 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -7898205.500000 Penalty: 5673.166504
	Iteration 48Q: 3 clusters Score -7898206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -7898251.000000 Penalty: 5673.166504
	Iteration 49Q: 3 clusters Score -7898251 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -7898257.500000 Penalty: 5673.166504
	Iteration 50Q: 3 clusters Score -7898258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -7898284.000000 Penalty: 5673.166504
	Iteration 51Q: 3 clusters Score -7898284 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7898328.500000 Penalty: 5673.166504
	Iteration 52Q: 3 clusters Score -7898328 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -7898343.000000 Penalty: 5673.166504
	Iteration 53Q: 3 clusters Score -7898343 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -7898341.000000 Penalty: 5673.166504
	Iteration 54Q: 3 clusters Score -7898341 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7898381.500000 Penalty: 5673.166504
	Iteration 55Q: 3 clusters Score -7898382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -7898410.500000 Penalty: 5673.166504
	Iteration 56Q: 3 clusters Score -7898410 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7898453 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7898472.500000 Penalty: 5673.166504
	Iteration 58Q: 3 clusters Score -7898472 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7898503.000000 Penalty: 5673.166504
	Iteration 59Q: 3 clusters Score -7898503 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -7898548.500000 Penalty: 5673.166504
	Iteration 60F: 3 clusters Score -7898548 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -7898605.000000 Penalty: 5673.166504
	Iteration 61Q: 3 clusters Score -7898605 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -7898644.500000 Penalty: 5673.166504
	Iteration 62Q: 3 clusters Score -7898644 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7898681.000000 Penalty: 5673.166504
	Iteration 63Q: 3 clusters Score -7898681 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7898737.000000 Penalty: 5673.166504
	Iteration 64Q: 3 clusters Score -7898737 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7898751.500000 Penalty: 5673.166504
	Iteration 65Q: 3 clusters Score -7898752 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7898812.500000 Penalty: 5673.166504
	Iteration 66Q: 3 clusters Score -7898812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7898869.000000 Penalty: 5673.166504
	Iteration 67Q: 3 clusters Score -7898869 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7898896.000000 Penalty: 5673.166504
	Iteration 68Q: 3 clusters Score -7898896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7898916.500000 Penalty: 5673.166504
	Iteration 69Q: 3 clusters Score -7898916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90326 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7898915.000000 Penalty: 5673.166504
	Iteration 70Q: 3 clusters Score -7898915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7898928.000000 Penalty: 5673.166504
	Iteration 71Q: 3 clusters Score -7898928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7898939.000000 Penalty: 5673.166504
	Iteration 72Q: 3 clusters Score -7898939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7898972.500000 Penalty: 5673.166504
	Iteration 73Q: 3 clusters Score -7898972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7898994.000000 Penalty: 5673.166504
	Iteration 74Q: 3 clusters Score -7898994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7898988.000000 Penalty: 5673.166504
	Iteration 75Q: 3 clusters Score -7898988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7899009.000000 Penalty: 5673.166504
	Iteration 76Q: 3 clusters Score -7899009 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7899028.500000 Penalty: 5673.166504
	Iteration 77Q: 3 clusters Score -7899028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7899053.000000 Penalty: 5673.166504
	Iteration 78Q: 3 clusters Score -7899053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90914 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7899076.000000 Penalty: 5673.166504
	Iteration 79Q: 3 clusters Score -7899076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7899091.500000 Penalty: 5673.166504
	Iteration 80F: 3 clusters Score -7899092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7899108.500000 Penalty: 5673.166504
	Iteration 81Q: 3 clusters Score -7899108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7899127.500000 Penalty: 5673.166504
	Iteration 82Q: 3 clusters Score -7899128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91120 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7899148.500000 Penalty: 5673.166504
	Iteration 83Q: 3 clusters Score -7899148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7899163.000000 Penalty: 5673.166504
	Iteration 84Q: 3 clusters Score -7899163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7899177.500000 Penalty: 5673.166504
	Iteration 85Q: 3 clusters Score -7899178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91245 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7899200.500000 Penalty: 5673.166504
	Iteration 86Q: 3 clusters Score -7899200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7899218.000000 Penalty: 5673.166504
	Iteration 87Q: 3 clusters Score -7899218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7899238.500000 Penalty: 5673.166504
	Iteration 88Q: 3 clusters Score -7899238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7899235.500000 Penalty: 5673.166504
	Iteration 89Q: 3 clusters Score -7899236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7899257.500000 Penalty: 5673.166504
	Iteration 90Q: 3 clusters Score -7899258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7899260.000000 Penalty: 5673.166504
	Iteration 91Q: 3 clusters Score -7899260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7899272.000000 Penalty: 5673.166504
	Iteration 92Q: 3 clusters Score -7899272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7899296.000000 Penalty: 5673.166504
	Iteration 93Q: 3 clusters Score -7899296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7899313.000000 Penalty: 5673.166504
	Iteration 94Q: 3 clusters Score -7899313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7899335.500000 Penalty: 5673.166504
	Iteration 95Q: 3 clusters Score -7899336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7899341.500000 Penalty: 5673.166504
	Iteration 96Q: 3 clusters Score -7899342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7899343.500000 Penalty: 5673.166504
	Iteration 97Q: 3 clusters Score -7899344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7899338.500000 Penalty: 5673.166504
	Iteration 98Q: 3 clusters Score -7899338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7899345.500000 Penalty: 5673.166504
	Iteration 99Q: 3 clusters Score -7899346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7899360.500000 Penalty: 5673.166504
	Iteration 100F: 3 clusters Score -7899360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7899354.000000 Penalty: 5673.166504
	Iteration 101Q: 3 clusters Score -7899354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7899366.500000 Penalty: 5673.166504
	Iteration 102Q: 3 clusters Score -7899366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91753 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7899369.000000 Penalty: 5673.166504
	Iteration 103Q: 3 clusters Score -7899369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7899374.000000 Penalty: 5673.166504
	Iteration 104Q: 3 clusters Score -7899374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7899380.000000 Penalty: 5673.166504
	Iteration 105Q: 3 clusters Score -7899380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7899384.000000 Penalty: 5673.166504
	Iteration 106Q: 3 clusters Score -7899384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91802 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7899378.500000 Penalty: 5673.166504
	Iteration 107Q: 3 clusters Score -7899378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7899392.500000 Penalty: 5673.166504
	Iteration 108Q: 3 clusters Score -7899392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7899390.000000 Penalty: 5673.166504
	Iteration 109Q: 3 clusters Score -7899390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7899392.000000 Penalty: 5673.166504
	Iteration 110Q: 3 clusters Score -7899392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7899400.000000 Penalty: 5673.166504
	Iteration 111Q: 3 clusters Score -7899400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7899391.000000 Penalty: 5673.166504
	Iteration 112Q: 3 clusters Score -7899391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7899395.000000 Penalty: 5673.166504
	Iteration 113Q: 3 clusters Score -7899395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7899404.000000 Penalty: 5673.166504
	Iteration 114Q: 3 clusters Score -7899404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7899408.500000 Penalty: 5673.166504
	Iteration 115Q: 3 clusters Score -7899408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7899432.000000 Penalty: 5673.166504
	Iteration 116Q: 3 clusters Score -7899432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7899443.000000 Penalty: 5673.166504
	Iteration 117Q: 3 clusters Score -7899443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7899450.500000 Penalty: 5673.166504
	Iteration 118Q: 3 clusters Score -7899450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7899449.000000 Penalty: 5673.166504
	Iteration 119Q: 3 clusters Score -7899449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7899450.500000 Penalty: 5673.166504
	Iteration 120F: 3 clusters Score -7899450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91939 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7899452.000000 Penalty: 5673.166504
	Iteration 121Q: 3 clusters Score -7899452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7899455.500000 Penalty: 5673.166504
	Iteration 122Q: 3 clusters Score -7899456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7899452.500000 Penalty: 5673.166504
	Iteration 123Q: 3 clusters Score -7899452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7899450.500000 Penalty: 5673.166504
	Iteration 124Q: 3 clusters Score -7899450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7899442.000000 Penalty: 5673.166504
	Iteration 125Q: 3 clusters Score -7899442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7899446.500000 Penalty: 5673.166504
	Iteration 126Q: 3 clusters Score -7899446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7899461.000000 Penalty: 5673.166504
	Iteration 127Q: 3 clusters Score -7899461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7899460.000000 Penalty: 5673.166504
	Iteration 128Q: 3 clusters Score -7899460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7899472.000000 Penalty: 5673.166504
	Iteration 129Q: 3 clusters Score -7899472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7899476.500000 Penalty: 5673.166504
	Iteration 130Q: 3 clusters Score -7899476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7899478.500000 Penalty: 5673.166504
	Iteration 131Q: 3 clusters Score -7899478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7899482.500000 Penalty: 5673.166504
	Iteration 132Q: 3 clusters Score -7899482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7899480.000000 Penalty: 5673.166504
	Iteration 133Q: 3 clusters Score -7899480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7899473.000000 Penalty: 5673.166504
	Iteration 134Q: 3 clusters Score -7899473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7899479.000000 Penalty: 5673.166504
	Iteration 135Q: 3 clusters Score -7899479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7899472.500000 Penalty: 5673.166504
	Iteration 136Q: 3 clusters Score -7899472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7899472.500000 Penalty: 5673.166504
	Iteration 137F: 3 clusters Score -7899472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Entering Unmasked Estep 
Score: -468770.062500 Penalty: 2127.834961
	Iteration 0F: 2 clusters Score -468770.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -464022.312500 Penalty: 4255.669922
	Iteration 0F: 3 clusters Score -464022.3 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -465168.437500 Penalty: 4255.669922
	Iteration 1F: 3 clusters Score -465168.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -465394.437500 Penalty: 4255.669922
	Iteration 2F: 3 clusters Score -465394.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -465526.687500 Penalty: 4255.669922
	Iteration 3Q: 3 clusters Score -465526.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -465613.281250 Penalty: 4255.669922
	Iteration 4Q: 3 clusters Score -465613.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -465681.812500 Penalty: 4255.669922
	Iteration 5Q: 3 clusters Score -465681.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -465726.906250 Penalty: 4255.669922
	Iteration 6Q: 3 clusters Score -465726.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -465769.156250 Penalty: 4255.669922
	Iteration 7Q: 3 clusters Score -465769.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -465817.593750 Penalty: 4255.669922
	Iteration 8Q: 3 clusters Score -465817.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -465865.968750 Penalty: 4255.669922
	Iteration 9Q: 3 clusters Score -465866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -465909.218750 Penalty: 4255.669922
	Iteration 10Q: 3 clusters Score -465909.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -465946.125000 Penalty: 4255.669922
	Iteration 11Q: 3 clusters Score -465946.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -465980.687500 Penalty: 4255.669922
	Iteration 12Q: 3 clusters Score -465980.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -466025.687500 Penalty: 4255.669922
	Iteration 13Q: 3 clusters Score -466025.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -466074.093750 Penalty: 4255.669922
	Iteration 14Q: 3 clusters Score -466074.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -466110.625000 Penalty: 4255.669922
	Iteration 15Q: 3 clusters Score -466110.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -466145.312500 Penalty: 4255.669922
	Iteration 16Q: 3 clusters Score -466145.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -466174.531250 Penalty: 4255.669922
	Iteration 17Q: 3 clusters Score -466174.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -466204.343750 Penalty: 4255.669922
	Iteration 18Q: 3 clusters Score -466204.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -466234.062500 Penalty: 4255.669922
	Iteration 19Q: 3 clusters Score -466234.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -466260.031250 Penalty: 4255.669922
	Iteration 20F: 3 clusters Score -466260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -466293.312500 Penalty: 4255.669922
	Iteration 21Q: 3 clusters Score -466293.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -466324.812500 Penalty: 4255.669922
	Iteration 22Q: 3 clusters Score -466324.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -466350.187500 Penalty: 4255.669922
	Iteration 23Q: 3 clusters Score -466350.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -466382.875000 Penalty: 4255.669922
	Iteration 24Q: 3 clusters Score -466382.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -466417.187500 Penalty: 4255.669922
	Iteration 25Q: 3 clusters Score -466417.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -466443.531250 Penalty: 4255.669922
	Iteration 26Q: 3 clusters Score -466443.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -466465.750000 Penalty: 4255.669922
	Iteration 27Q: 3 clusters Score -466465.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -466484.093750 Penalty: 4255.669922
	Iteration 28Q: 3 clusters Score -466484.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -466501.218750 Penalty: 4255.669922
	Iteration 29Q: 3 clusters Score -466501.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -466519.593750 Penalty: 4255.669922
	Iteration 30Q: 3 clusters Score -466519.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -466535.718750 Penalty: 4255.669922
	Iteration 31Q: 3 clusters Score -466535.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -466554.156250 Penalty: 4255.669922
	Iteration 32Q: 3 clusters Score -466554.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -466579.000000 Penalty: 4255.669922
	Iteration 33Q: 3 clusters Score -466579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -466610.562500 Penalty: 4255.669922
	Iteration 34Q: 3 clusters Score -466610.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -466641.812500 Penalty: 4255.669922
	Iteration 35Q: 3 clusters Score -466641.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -466679.531250 Penalty: 4255.669922
	Iteration 36Q: 3 clusters Score -466679.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -466708.906250 Penalty: 4255.669922
	Iteration 37Q: 3 clusters Score -466708.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -466738.687500 Penalty: 4255.669922
	Iteration 38Q: 3 clusters Score -466738.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -466762.562500 Penalty: 4255.669922
	Iteration 39Q: 3 clusters Score -466762.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -466784.781250 Penalty: 4255.669922
	Iteration 40F: 3 clusters Score -466784.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -466805.343750 Penalty: 4255.669922
	Iteration 41Q: 3 clusters Score -466805.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -466822.531250 Penalty: 4255.669922
	Iteration 42Q: 3 clusters Score -466822.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -466837.406250 Penalty: 4255.669922
	Iteration 43Q: 3 clusters Score -466837.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -466846.812500 Penalty: 4255.669922
	Iteration 44Q: 3 clusters Score -466846.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -466858.750000 Penalty: 4255.669922
	Iteration 45Q: 3 clusters Score -466858.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -466866.281250 Penalty: 4255.669922
	Iteration 46Q: 3 clusters Score -466866.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -466873.718750 Penalty: 4255.669922
	Iteration 47Q: 3 clusters Score -466873.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -466880.906250 Penalty: 4255.669922
	Iteration 48Q: 3 clusters Score -466880.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -466888.968750 Penalty: 4255.669922
	Iteration 49Q: 3 clusters Score -466889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -466895.843750 Penalty: 4255.669922
	Iteration 50Q: 3 clusters Score -466895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -466902.718750 Penalty: 4255.669922
	Iteration 51Q: 3 clusters Score -466902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -466909.062500 Penalty: 4255.669922
	Iteration 52Q: 3 clusters Score -466909.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -466917.250000 Penalty: 4255.669922
	Iteration 53Q: 3 clusters Score -466917.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -466926.531250 Penalty: 4255.669922
	Iteration 54Q: 3 clusters Score -466926.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -466931.875000 Penalty: 4255.669922
	Iteration 55Q: 3 clusters Score -466931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -466933.812500 Penalty: 4255.669922
	Iteration 56Q: 3 clusters Score -466933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -466938.937500 Penalty: 4255.669922
	Iteration 57Q: 3 clusters Score -466938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -466941.500000 Penalty: 4255.669922
	Iteration 58Q: 3 clusters Score -466941.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -466945.968750 Penalty: 4255.669922
	Iteration 59Q: 3 clusters Score -466946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -466950.312500 Penalty: 4255.669922
	Iteration 60F: 3 clusters Score -466950.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -466953.156250 Penalty: 4255.669922
	Iteration 61Q: 3 clusters Score -466953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -466955.156250 Penalty: 4255.669922
	Iteration 62Q: 3 clusters Score -466955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -466955.437500 Penalty: 4255.669922
	Iteration 63Q: 3 clusters Score -466955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -466956.437500 Penalty: 4255.669922
	Iteration 64Q: 3 clusters Score -466956.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -466956.437500 Penalty: 4255.669922
	Iteration 65F: 3 clusters Score -466956.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Entering Unmasked Estep 
Score: -929759.937500 Penalty: 2298.661865
	Iteration 0F: 2 clusters Score -929759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -921681.312500 Penalty: 4597.323730
	Iteration 0F: 3 clusters Score -921681.3 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -924073.375000 Penalty: 4597.323730
	Iteration 1F: 3 clusters Score -924073.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -924376.562500 Penalty: 4597.323730
	Iteration 2F: 3 clusters Score -924376.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -924611.500000 Penalty: 4597.323730
	Iteration 3Q: 3 clusters Score -924611.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -924863.187500 Penalty: 4597.323730
	Iteration 4Q: 3 clusters Score -924863.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -925122.500000 Penalty: 4597.323730
	Iteration 5Q: 3 clusters Score -925122.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -925440.875000 Penalty: 4597.323730
	Iteration 6Q: 3 clusters Score -925440.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -925831.750000 Penalty: 4597.323730
	Iteration 7F: 3 clusters Score -925831.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -926251.375000 Penalty: 4597.323730
	Iteration 8F: 3 clusters Score -926251.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -926627.375000 Penalty: 4597.323730
	Iteration 9F: 3 clusters Score -926627.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -926944.062500 Penalty: 4597.323730
	Iteration 10Q: 3 clusters Score -926944.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -927216.312500 Penalty: 4597.323730
	Iteration 11Q: 3 clusters Score -927216.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -927414.312500 Penalty: 4597.323730
	Iteration 12Q: 3 clusters Score -927414.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -927572.500000 Penalty: 4597.323730
	Iteration 13Q: 3 clusters Score -927572.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -927676.437500 Penalty: 4597.323730
	Iteration 14Q: 3 clusters Score -927676.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -927751.750000 Penalty: 4597.323730
	Iteration 15Q: 3 clusters Score -927751.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -927812.375000 Penalty: 4597.323730
	Iteration 16Q: 3 clusters Score -927812.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -927856.562500 Penalty: 4597.323730
	Iteration 17Q: 3 clusters Score -927856.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -927881.312500 Penalty: 4597.323730
	Iteration 18Q: 3 clusters Score -927881.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -927897.125000 Penalty: 4597.323730
	Iteration 19Q: 3 clusters Score -927897.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -927900.562500 Penalty: 4597.323730
	Iteration 20F: 3 clusters Score -927900.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -927910.187500 Penalty: 4597.323730
	Iteration 21Q: 3 clusters Score -927910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -927916.312500 Penalty: 4597.323730
	Iteration 22Q: 3 clusters Score -927916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -927918.937500 Penalty: 4597.323730
	Iteration 23Q: 3 clusters Score -927918.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -927924.312500 Penalty: 4597.323730
	Iteration 24Q: 3 clusters Score -927924.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -927929.375000 Penalty: 4597.323730
	Iteration 25Q: 3 clusters Score -927929.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -927933.687500 Penalty: 4597.323730
	Iteration 26Q: 3 clusters Score -927933.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -927937.562500 Penalty: 4597.323730
	Iteration 27Q: 3 clusters Score -927937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -927941.750000 Penalty: 4597.323730
	Iteration 28Q: 3 clusters Score -927941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -927942.812500 Penalty: 4597.323730
	Iteration 29Q: 3 clusters Score -927942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -927947.875000 Penalty: 4597.323730
	Iteration 30Q: 3 clusters Score -927947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -927947.812500 Penalty: 4597.323730
	Iteration 31Q: 3 clusters Score -927947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -927947.687500 Penalty: 4597.323730
	Iteration 32Q: 3 clusters Score -927947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -927947.750000 Penalty: 4597.323730
	Iteration 33Q: 3 clusters Score -927947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -927949.000000 Penalty: 4597.323730
	Iteration 34Q: 3 clusters Score -927949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -927949.437500 Penalty: 4597.323730
	Iteration 35Q: 3 clusters Score -927949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -927949.062500 Penalty: 4597.323730
	Iteration 36Q: 3 clusters Score -927949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -927954.250000 Penalty: 4597.323730
	Iteration 37Q: 3 clusters Score -927954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -927956.187500 Penalty: 4597.323730
	Iteration 38Q: 3 clusters Score -927956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -927958.437500 Penalty: 4597.323730
	Iteration 39Q: 3 clusters Score -927958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -927958.812500 Penalty: 4597.323730
	Iteration 40F: 3 clusters Score -927958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -927959.000000 Penalty: 4597.323730
	Iteration 41Q: 3 clusters Score -927959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -927959.687500 Penalty: 4597.323730
	Iteration 42Q: 3 clusters Score -927959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -927960.250000 Penalty: 4597.323730
	Iteration 43Q: 3 clusters Score -927960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -927960.250000 Penalty: 4597.323730
	Iteration 44F: 3 clusters Score -927960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -421283.125000 Penalty: 2101.933350
	Iteration 0F: 2 clusters Score -421283.1 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 2432 members 
Entering Unmasked Estep 
Score: -416890.000000 Penalty: 4203.866699
	Iteration 0F: 3 clusters Score -416890 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -417909.968750 Penalty: 4203.866699
	Iteration 1F: 3 clusters Score -417910 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -418166.437500 Penalty: 4203.866699
	Iteration 2F: 3 clusters Score -418166.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -418319.031250 Penalty: 4203.866699
	Iteration 3F: 3 clusters Score -418319 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -418420.156250 Penalty: 4203.866699
	Iteration 4Q: 3 clusters Score -418420.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -418493.812500 Penalty: 4203.866699
	Iteration 5Q: 3 clusters Score -418493.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -418565.718750 Penalty: 4203.866699
	Iteration 6Q: 3 clusters Score -418565.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -418644.687500 Penalty: 4203.866699
	Iteration 7Q: 3 clusters Score -418644.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -418710.062500 Penalty: 4203.866699
	Iteration 8Q: 3 clusters Score -418710.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -418756.031250 Penalty: 4203.866699
	Iteration 9Q: 3 clusters Score -418756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -418789.937500 Penalty: 4203.866699
	Iteration 10Q: 3 clusters Score -418789.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -418817.906250 Penalty: 4203.866699
	Iteration 11Q: 3 clusters Score -418817.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -418847.312500 Penalty: 4203.866699
	Iteration 12Q: 3 clusters Score -418847.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -418872.500000 Penalty: 4203.866699
	Iteration 13Q: 3 clusters Score -418872.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -418898.656250 Penalty: 4203.866699
	Iteration 14Q: 3 clusters Score -418898.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -418923.843750 Penalty: 4203.866699
	Iteration 15Q: 3 clusters Score -418923.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -418949.937500 Penalty: 4203.866699
	Iteration 16Q: 3 clusters Score -418949.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -418968.468750 Penalty: 4203.866699
	Iteration 17Q: 3 clusters Score -418968.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -418993.312500 Penalty: 4203.866699
	Iteration 18Q: 3 clusters Score -418993.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -419021.000000 Penalty: 4203.866699
	Iteration 19Q: 3 clusters Score -419021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -419039.500000 Penalty: 4203.866699
	Iteration 20F: 3 clusters Score -419039.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -419052.312500 Penalty: 4203.866699
	Iteration 21Q: 3 clusters Score -419052.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -419070.593750 Penalty: 4203.866699
	Iteration 22Q: 3 clusters Score -419070.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -419085.750000 Penalty: 4203.866699
	Iteration 23Q: 3 clusters Score -419085.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -419098.500000 Penalty: 4203.866699
	Iteration 24Q: 3 clusters Score -419098.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -419116.468750 Penalty: 4203.866699
	Iteration 25Q: 3 clusters Score -419116.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -419140.843750 Penalty: 4203.866699
	Iteration 26Q: 3 clusters Score -419140.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -419158.312500 Penalty: 4203.866699
	Iteration 27Q: 3 clusters Score -419158.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -419175.250000 Penalty: 4203.866699
	Iteration 28Q: 3 clusters Score -419175.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -419189.093750 Penalty: 4203.866699
	Iteration 29Q: 3 clusters Score -419189.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -419202.218750 Penalty: 4203.866699
	Iteration 30Q: 3 clusters Score -419202.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -419214.000000 Penalty: 4203.866699
	Iteration 31Q: 3 clusters Score -419214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -419222.125000 Penalty: 4203.866699
	Iteration 32Q: 3 clusters Score -419222.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -419234.062500 Penalty: 4203.866699
	Iteration 33Q: 3 clusters Score -419234.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -419241.843750 Penalty: 4203.866699
	Iteration 34Q: 3 clusters Score -419241.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -419250.062500 Penalty: 4203.866699
	Iteration 35Q: 3 clusters Score -419250.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -419257.218750 Penalty: 4203.866699
	Iteration 36Q: 3 clusters Score -419257.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -419266.593750 Penalty: 4203.866699
	Iteration 37Q: 3 clusters Score -419266.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -419278.250000 Penalty: 4203.866699
	Iteration 38Q: 3 clusters Score -419278.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -419289.656250 Penalty: 4203.866699
	Iteration 39Q: 3 clusters Score -419289.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -419302.906250 Penalty: 4203.866699
	Iteration 40F: 3 clusters Score -419302.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -419310.593750 Penalty: 4203.866699
	Iteration 41Q: 3 clusters Score -419310.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -419323.937500 Penalty: 4203.866699
	Iteration 42Q: 3 clusters Score -419323.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -419332.531250 Penalty: 4203.866699
	Iteration 43Q: 3 clusters Score -419332.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -419337.375000 Penalty: 4203.866699
	Iteration 44Q: 3 clusters Score -419337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -419344.093750 Penalty: 4203.866699
	Iteration 45Q: 3 clusters Score -419344.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -419353.937500 Penalty: 4203.866699
	Iteration 46Q: 3 clusters Score -419353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -419360.656250 Penalty: 4203.866699
	Iteration 47Q: 3 clusters Score -419360.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -419366.437500 Penalty: 4203.866699
	Iteration 48Q: 3 clusters Score -419366.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -419371.343750 Penalty: 4203.866699
	Iteration 49Q: 3 clusters Score -419371.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -419373.812500 Penalty: 4203.866699
	Iteration 50Q: 3 clusters Score -419373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -419378.031250 Penalty: 4203.866699
	Iteration 51Q: 3 clusters Score -419378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -419379.562500 Penalty: 4203.866699
	Iteration 52Q: 3 clusters Score -419379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -419382.593750 Penalty: 4203.866699
	Iteration 53Q: 3 clusters Score -419382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -419384.562500 Penalty: 4203.866699
	Iteration 54Q: 3 clusters Score -419384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -419388.625000 Penalty: 4203.866699
	Iteration 55Q: 3 clusters Score -419388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -419391.687500 Penalty: 4203.866699
	Iteration 56Q: 3 clusters Score -419391.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -419397.531250 Penalty: 4203.866699
	Iteration 57Q: 3 clusters Score -419397.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -419402.687500 Penalty: 4203.866699
	Iteration 58Q: 3 clusters Score -419402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -419405.500000 Penalty: 4203.866699
	Iteration 59Q: 3 clusters Score -419405.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -419411.281250 Penalty: 4203.866699
	Iteration 60F: 3 clusters Score -419411.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -419420.812500 Penalty: 4203.866699
	Iteration 61Q: 3 clusters Score -419420.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -419428.187500 Penalty: 4203.866699
	Iteration 62Q: 3 clusters Score -419428.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -419432.562500 Penalty: 4203.866699
	Iteration 63Q: 3 clusters Score -419432.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -419437.312500 Penalty: 4203.866699
	Iteration 64Q: 3 clusters Score -419437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -419439.343750 Penalty: 4203.866699
	Iteration 65Q: 3 clusters Score -419439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -419443.312500 Penalty: 4203.866699
	Iteration 66Q: 3 clusters Score -419443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -419444.375000 Penalty: 4203.866699
	Iteration 67Q: 3 clusters Score -419444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -419446.500000 Penalty: 4203.866699
	Iteration 68Q: 3 clusters Score -419446.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -419450.843750 Penalty: 4203.866699
	Iteration 69Q: 3 clusters Score -419450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -419454.281250 Penalty: 4203.866699
	Iteration 70Q: 3 clusters Score -419454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -419454.281250 Penalty: 4203.866699
	Iteration 71F: 3 clusters Score -419454.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Entering Unmasked Estep 
Score: -415774.875000 Penalty: 2100.116943
	Iteration 0F: 2 clusters Score -415774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -411394.406250 Penalty: 4200.233887
	Iteration 0F: 3 clusters Score -411394.4 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -412428.031250 Penalty: 4200.233887
	Iteration 1F: 3 clusters Score -412428 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -412655.843750 Penalty: 4200.233887
	Iteration 2F: 3 clusters Score -412655.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -412804.843750 Penalty: 4200.233887
	Iteration 3F: 3 clusters Score -412804.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -412920.937500 Penalty: 4200.233887
	Iteration 4Q: 3 clusters Score -412920.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -413026.500000 Penalty: 4200.233887
	Iteration 5Q: 3 clusters Score -413026.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -413118.187500 Penalty: 4200.233887
	Iteration 6Q: 3 clusters Score -413118.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -413192.500000 Penalty: 4200.233887
	Iteration 7Q: 3 clusters Score -413192.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -413245.625000 Penalty: 4200.233887
	Iteration 8Q: 3 clusters Score -413245.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -413286.875000 Penalty: 4200.233887
	Iteration 9Q: 3 clusters Score -413286.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -413332.875000 Penalty: 4200.233887
	Iteration 10Q: 3 clusters Score -413332.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -413391.156250 Penalty: 4200.233887
	Iteration 11Q: 3 clusters Score -413391.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -413447.062500 Penalty: 4200.233887
	Iteration 12Q: 3 clusters Score -413447.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -413499.437500 Penalty: 4200.233887
	Iteration 13Q: 3 clusters Score -413499.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -413539.250000 Penalty: 4200.233887
	Iteration 14Q: 3 clusters Score -413539.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -413578.875000 Penalty: 4200.233887
	Iteration 15Q: 3 clusters Score -413578.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -413614.250000 Penalty: 4200.233887
	Iteration 16Q: 3 clusters Score -413614.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -413646.406250 Penalty: 4200.233887
	Iteration 17Q: 3 clusters Score -413646.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -413681.125000 Penalty: 4200.233887
	Iteration 18Q: 3 clusters Score -413681.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -413712.031250 Penalty: 4200.233887
	Iteration 19Q: 3 clusters Score -413712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -413749.187500 Penalty: 4200.233887
	Iteration 20F: 3 clusters Score -413749.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -413778.468750 Penalty: 4200.233887
	Iteration 21Q: 3 clusters Score -413778.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -413813.343750 Penalty: 4200.233887
	Iteration 22Q: 3 clusters Score -413813.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -413838.843750 Penalty: 4200.233887
	Iteration 23Q: 3 clusters Score -413838.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -413861.906250 Penalty: 4200.233887
	Iteration 24Q: 3 clusters Score -413861.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -413881.062500 Penalty: 4200.233887
	Iteration 25Q: 3 clusters Score -413881.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -413901.062500 Penalty: 4200.233887
	Iteration 26Q: 3 clusters Score -413901.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -413917.937500 Penalty: 4200.233887
	Iteration 27Q: 3 clusters Score -413917.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -413928.937500 Penalty: 4200.233887
	Iteration 28Q: 3 clusters Score -413928.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -413935.593750 Penalty: 4200.233887
	Iteration 29Q: 3 clusters Score -413935.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -413942.000000 Penalty: 4200.233887
	Iteration 30Q: 3 clusters Score -413942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -413950.312500 Penalty: 4200.233887
	Iteration 31Q: 3 clusters Score -413950.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -413955.843750 Penalty: 4200.233887
	Iteration 32Q: 3 clusters Score -413955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -413961.843750 Penalty: 4200.233887
	Iteration 33Q: 3 clusters Score -413961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -413963.406250 Penalty: 4200.233887
	Iteration 34Q: 3 clusters Score -413963.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -413967.562500 Penalty: 4200.233887
	Iteration 35Q: 3 clusters Score -413967.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -413971.937500 Penalty: 4200.233887
	Iteration 36Q: 3 clusters Score -413971.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -413976.468750 Penalty: 4200.233887
	Iteration 37Q: 3 clusters Score -413976.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -413981.718750 Penalty: 4200.233887
	Iteration 38Q: 3 clusters Score -413981.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -413988.906250 Penalty: 4200.233887
	Iteration 39Q: 3 clusters Score -413988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -413996.468750 Penalty: 4200.233887
	Iteration 40F: 3 clusters Score -413996.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -414003.656250 Penalty: 4200.233887
	Iteration 41Q: 3 clusters Score -414003.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -414009.687500 Penalty: 4200.233887
	Iteration 42Q: 3 clusters Score -414009.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -414015.718750 Penalty: 4200.233887
	Iteration 43Q: 3 clusters Score -414015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -414021.093750 Penalty: 4200.233887
	Iteration 44Q: 3 clusters Score -414021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -414024.062500 Penalty: 4200.233887
	Iteration 45Q: 3 clusters Score -414024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -414029.468750 Penalty: 4200.233887
	Iteration 46Q: 3 clusters Score -414029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -414034.250000 Penalty: 4200.233887
	Iteration 47Q: 3 clusters Score -414034.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -414037.968750 Penalty: 4200.233887
	Iteration 48Q: 3 clusters Score -414038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -414040.250000 Penalty: 4200.233887
	Iteration 49Q: 3 clusters Score -414040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -414041.312500 Penalty: 4200.233887
	Iteration 50Q: 3 clusters Score -414041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -414041.375000 Penalty: 4200.233887
	Iteration 51Q: 3 clusters Score -414041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -414042.187500 Penalty: 4200.233887
	Iteration 52Q: 3 clusters Score -414042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -414043.218750 Penalty: 4200.233887
	Iteration 53Q: 3 clusters Score -414043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -414045.750000 Penalty: 4200.233887
	Iteration 54Q: 3 clusters Score -414045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -414045.437500 Penalty: 4200.233887
	Iteration 55Q: 3 clusters Score -414045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -414046.906250 Penalty: 4200.233887
	Iteration 56Q: 3 clusters Score -414046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -414048.281250 Penalty: 4200.233887
	Iteration 57Q: 3 clusters Score -414048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -414048.000000 Penalty: 4200.233887
	Iteration 58Q: 3 clusters Score -414048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -414048.000000 Penalty: 4200.233887
	Iteration 59F: 3 clusters Score -414048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23406 members 
Mstep: Class 3 contains 3730 members 
Mstep: Class 4 contains 9825 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 8305 members 
Mstep: Class 10 contains 15415 members 
Mstep: Class 11 contains 28756 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 19724 members 
Mstep: Class 14 contains 7405 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 9343 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7205 members 
Mstep: Class 19 contains 5371 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 15737 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 19683 members 
Mstep: Class 25 contains 8830 members 
Mstep: Class 26 contains 6633 members 
Mstep: Class 27 contains 10722 members 
Mstep: Class 28 contains 9507 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 92766 members 
Mstep: Class 31 contains 5324 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4796 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38195688.000000 Penalty: 113275.335938
Iteration 159Q: 36 clusters Score -3.819569e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 23376 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 28638 members 
Mstep: Class 12 contains 4798 members 
Mstep: Class 13 contains 19899 members 
Mstep: Class 14 contains 7408 members 
Mstep: Class 15 contains 47932 members 
Mstep: Class 16 contains 9345 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7200 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 15770 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 19688 members 
Mstep: Class 25 contains 8871 members 
Mstep: Class 26 contains 6637 members 
Mstep: Class 27 contains 10769 members 
Mstep: Class 28 contains 9516 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92788 members 
Mstep: Class 31 contains 5330 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4764 members 
Mstep: Class 35 contains 5521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196076.000000 Penalty: 113275.335938
Iteration 160F: 36 clusters Score -3.819608e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23348 members 
Mstep: Class 3 contains 3736 members 
Mstep: Class 4 contains 9845 members 
Mstep: Class 5 contains 23221 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8269 members 
Mstep: Class 10 contains 15203 members 
Mstep: Class 11 contains 28499 members 
Mstep: Class 12 contains 4775 members 
Mstep: Class 13 contains 20081 members 
Mstep: Class 14 contains 7399 members 
Mstep: Class 15 contains 47877 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 15791 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7588 members 
Mstep: Class 24 contains 19704 members 
Mstep: Class 25 contains 8894 members 
Mstep: Class 26 contains 6648 members 
Mstep: Class 27 contains 10812 members 
Mstep: Class 28 contains 9516 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92804 members 
Mstep: Class 31 contains 5330 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196196.000000 Penalty: 113275.335938
Iteration 161Q: 36 clusters Score -3.81962e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23342 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 9844 members 
Mstep: Class 5 contains 23222 members 
Mstep: Class 6 contains 4433 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8238 members 
Mstep: Class 10 contains 15037 members 
Mstep: Class 11 contains 28405 members 
Mstep: Class 12 contains 4756 members 
Mstep: Class 13 contains 20248 members 
Mstep: Class 14 contains 7391 members 
Mstep: Class 15 contains 47826 members 
Mstep: Class 16 contains 9347 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 5395 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 15819 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 19731 members 
Mstep: Class 25 contains 8894 members 
Mstep: Class 26 contains 6646 members 
Mstep: Class 27 contains 10852 members 
Mstep: Class 28 contains 9515 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92825 members 
Mstep: Class 31 contains 5330 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196232.000000 Penalty: 113275.335938
Iteration 162Q: 36 clusters Score -3.819623e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23340 members 
Mstep: Class 3 contains 3738 members 
Mstep: Class 4 contains 9839 members 
Mstep: Class 5 contains 23219 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8211 members 
Mstep: Class 10 contains 14899 members 
Mstep: Class 11 contains 28297 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 20413 members 
Mstep: Class 14 contains 7391 members 
Mstep: Class 15 contains 47771 members 
Mstep: Class 16 contains 9348 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7170 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 15848 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 19747 members 
Mstep: Class 25 contains 8899 members 
Mstep: Class 26 contains 6651 members 
Mstep: Class 27 contains 10900 members 
Mstep: Class 28 contains 9516 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92846 members 
Mstep: Class 31 contains 5331 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196408.000000 Penalty: 113275.335938
Iteration 163Q: 36 clusters Score -3.819641e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8193 members 
Mstep: Class 10 contains 14785 members 
Mstep: Class 11 contains 28166 members 
Mstep: Class 12 contains 4722 members 
Mstep: Class 13 contains 20573 members 
Mstep: Class 14 contains 7400 members 
Mstep: Class 15 contains 47712 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7167 members 
Mstep: Class 19 contains 5416 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 15888 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7598 members 
Mstep: Class 24 contains 19781 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 10931 members 
Mstep: Class 28 contains 9519 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92862 members 
Mstep: Class 31 contains 5331 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196528.000000 Penalty: 113275.335938
Iteration 164Q: 36 clusters Score -3.819653e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23341 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8168 members 
Mstep: Class 10 contains 14683 members 
Mstep: Class 11 contains 28040 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 20725 members 
Mstep: Class 14 contains 7409 members 
Mstep: Class 15 contains 47657 members 
Mstep: Class 16 contains 9348 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7156 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 15932 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 19797 members 
Mstep: Class 25 contains 8901 members 
Mstep: Class 26 contains 6664 members 
Mstep: Class 27 contains 10976 members 
Mstep: Class 28 contains 9520 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92891 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196572.000000 Penalty: 113275.335938
Iteration 165Q: 36 clusters Score -3.819657e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23341 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8152 members 
Mstep: Class 10 contains 14586 members 
Mstep: Class 11 contains 27899 members 
Mstep: Class 12 contains 4698 members 
Mstep: Class 13 contains 20880 members 
Mstep: Class 14 contains 7430 members 
Mstep: Class 15 contains 47604 members 
Mstep: Class 16 contains 9345 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7151 members 
Mstep: Class 19 contains 5432 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 15970 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 19818 members 
Mstep: Class 25 contains 8901 members 
Mstep: Class 26 contains 6663 members 
Mstep: Class 27 contains 11024 members 
Mstep: Class 28 contains 9519 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92917 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196664.000000 Penalty: 113275.335938
Iteration 166Q: 36 clusters Score -3.819666e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23340 members 
Mstep: Class 3 contains 3738 members 
Mstep: Class 4 contains 9825 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8133 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 27797 members 
Mstep: Class 12 contains 4689 members 
Mstep: Class 13 contains 21008 members 
Mstep: Class 14 contains 7433 members 
Mstep: Class 15 contains 47570 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7142 members 
Mstep: Class 19 contains 5440 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 15996 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 19831 members 
Mstep: Class 25 contains 8901 members 
Mstep: Class 26 contains 6660 members 
Mstep: Class 27 contains 11060 members 
Mstep: Class 28 contains 9520 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92943 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196680.000000 Penalty: 113275.335938
Iteration 167Q: 36 clusters Score -3.819668e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 9824 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8116 members 
Mstep: Class 10 contains 14443 members 
Mstep: Class 11 contains 27675 members 
Mstep: Class 12 contains 4678 members 
Mstep: Class 13 contains 21149 members 
Mstep: Class 14 contains 7447 members 
Mstep: Class 15 contains 47542 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7133 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 16024 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 19841 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6657 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 9520 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92953 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196628.000000 Penalty: 113275.335938
Iteration 168Q: 36 clusters Score -3.819663e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 9817 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8099 members 
Mstep: Class 10 contains 14379 members 
Mstep: Class 11 contains 27548 members 
Mstep: Class 12 contains 4677 members 
Mstep: Class 13 contains 21285 members 
Mstep: Class 14 contains 7460 members 
Mstep: Class 15 contains 47517 members 
Mstep: Class 16 contains 9345 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7138 members 
Mstep: Class 19 contains 5453 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 16050 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7600 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 8901 members 
Mstep: Class 26 contains 6659 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 9520 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92969 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196724.000000 Penalty: 113275.335938
Iteration 169Q: 36 clusters Score -3.819672e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 9814 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8082 members 
Mstep: Class 10 contains 14328 members 
Mstep: Class 11 contains 27416 members 
Mstep: Class 12 contains 4675 members 
Mstep: Class 13 contains 21395 members 
Mstep: Class 14 contains 7473 members 
Mstep: Class 15 contains 47489 members 
Mstep: Class 16 contains 9344 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7139 members 
Mstep: Class 19 contains 5463 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 16076 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 19863 members 
Mstep: Class 25 contains 8901 members 
Mstep: Class 26 contains 6659 members 
Mstep: Class 27 contains 11132 members 
Mstep: Class 28 contains 9520 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92981 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196748.000000 Penalty: 113275.335938
Iteration 170Q: 36 clusters Score -3.819675e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3749 members 
Mstep: Class 4 contains 9814 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 27301 members 
Mstep: Class 12 contains 4672 members 
Mstep: Class 13 contains 21502 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 9345 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7136 members 
Mstep: Class 19 contains 5470 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 16091 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 19882 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6660 members 
Mstep: Class 27 contains 11150 members 
Mstep: Class 28 contains 9520 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92992 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196820.000000 Penalty: 113275.335938
Iteration 171Q: 36 clusters Score -3.819682e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 9809 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8057 members 
Mstep: Class 10 contains 14275 members 
Mstep: Class 11 contains 27178 members 
Mstep: Class 12 contains 4665 members 
Mstep: Class 13 contains 21619 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 47431 members 
Mstep: Class 16 contains 9344 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7133 members 
Mstep: Class 19 contains 5474 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 16112 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 19893 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6664 members 
Mstep: Class 27 contains 11172 members 
Mstep: Class 28 contains 9521 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 92999 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196888.000000 Penalty: 113275.335938
Iteration 172Q: 36 clusters Score -3.819689e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 9803 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8046 members 
Mstep: Class 10 contains 14250 members 
Mstep: Class 11 contains 27067 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 21716 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 47417 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7129 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 16133 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 19902 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6670 members 
Mstep: Class 27 contains 11195 members 
Mstep: Class 28 contains 9521 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93008 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196872.000000 Penalty: 113275.335938
Iteration 173Q: 36 clusters Score -3.819687e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 9798 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8036 members 
Mstep: Class 10 contains 14219 members 
Mstep: Class 11 contains 26991 members 
Mstep: Class 12 contains 4655 members 
Mstep: Class 13 contains 21815 members 
Mstep: Class 14 contains 7501 members 
Mstep: Class 15 contains 47402 members 
Mstep: Class 16 contains 9336 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7128 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16149 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 19903 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6671 members 
Mstep: Class 27 contains 11210 members 
Mstep: Class 28 contains 9521 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93017 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196876.000000 Penalty: 113275.335938
Iteration 174Q: 36 clusters Score -3.819688e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 14189 members 
Mstep: Class 11 contains 26906 members 
Mstep: Class 12 contains 4653 members 
Mstep: Class 13 contains 21906 members 
Mstep: Class 14 contains 7507 members 
Mstep: Class 15 contains 47384 members 
Mstep: Class 16 contains 9335 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7127 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16160 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 19916 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6677 members 
Mstep: Class 27 contains 11224 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93026 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196956.000000 Penalty: 113275.335938
Iteration 175Q: 36 clusters Score -3.819696e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 9787 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8022 members 
Mstep: Class 10 contains 14165 members 
Mstep: Class 11 contains 26849 members 
Mstep: Class 12 contains 4649 members 
Mstep: Class 13 contains 21988 members 
Mstep: Class 14 contains 7501 members 
Mstep: Class 15 contains 47357 members 
Mstep: Class 16 contains 9335 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7126 members 
Mstep: Class 19 contains 5482 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16168 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 19926 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 11233 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93040 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196976.000000 Penalty: 113275.335938
Iteration 176Q: 36 clusters Score -3.819698e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8019 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 26801 members 
Mstep: Class 12 contains 4645 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 7498 members 
Mstep: Class 15 contains 47326 members 
Mstep: Class 16 contains 9335 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 7123 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16175 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7605 members 
Mstep: Class 24 contains 19941 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6690 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93051 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38196980.000000 Penalty: 113275.335938
Iteration 177Q: 36 clusters Score -3.819698e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 26742 members 
Mstep: Class 12 contains 4641 members 
Mstep: Class 13 contains 22124 members 
Mstep: Class 14 contains 7495 members 
Mstep: Class 15 contains 47302 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 7122 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16179 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7608 members 
Mstep: Class 24 contains 19951 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6706 members 
Mstep: Class 27 contains 11249 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93056 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197012.000000 Penalty: 113275.335938
Iteration 178Q: 36 clusters Score -3.819701e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 23217 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 14108 members 
Mstep: Class 11 contains 26700 members 
Mstep: Class 12 contains 4640 members 
Mstep: Class 13 contains 22172 members 
Mstep: Class 14 contains 7491 members 
Mstep: Class 15 contains 47280 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7123 members 
Mstep: Class 19 contains 5483 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16181 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7608 members 
Mstep: Class 24 contains 19956 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6717 members 
Mstep: Class 27 contains 11257 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93069 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197076.000000 Penalty: 113275.335938
Iteration 179Q: 36 clusters Score -3.819708e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 14086 members 
Mstep: Class 11 contains 26677 members 
Mstep: Class 12 contains 4635 members 
Mstep: Class 13 contains 22218 members 
Mstep: Class 14 contains 7496 members 
Mstep: Class 15 contains 47249 members 
Mstep: Class 16 contains 9330 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7123 members 
Mstep: Class 19 contains 5488 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16184 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7609 members 
Mstep: Class 24 contains 19971 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 6719 members 
Mstep: Class 27 contains 11261 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93076 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197116.000000 Penalty: 113275.335938
Iteration 180F: 36 clusters Score -3.819712e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 10 contains 14064 members 
Mstep: Class 11 contains 26659 members 
Mstep: Class 12 contains 4635 members 
Mstep: Class 13 contains 22256 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 47221 members 
Mstep: Class 16 contains 9330 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7124 members 
Mstep: Class 19 contains 5489 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16191 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 19986 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 11265 members 
Mstep: Class 28 contains 9523 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93081 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197096.000000 Penalty: 113275.335938
Iteration 181Q: 36 clusters Score -3.81971e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7985 members 
Mstep: Class 10 contains 14045 members 
Mstep: Class 11 contains 26637 members 
Mstep: Class 12 contains 4631 members 
Mstep: Class 13 contains 22286 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 47194 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7123 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16202 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 20001 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6729 members 
Mstep: Class 27 contains 11270 members 
Mstep: Class 28 contains 9523 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93092 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197100.000000 Penalty: 113275.335938
Iteration 182Q: 36 clusters Score -3.81971e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 9777 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 14028 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 4629 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 47169 members 
Mstep: Class 16 contains 9324 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7121 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16215 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 20018 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 11273 members 
Mstep: Class 28 contains 9523 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93100 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197124.000000 Penalty: 113275.335938
Iteration 183Q: 36 clusters Score -3.819712e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 9773 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 14013 members 
Mstep: Class 11 contains 26591 members 
Mstep: Class 12 contains 4630 members 
Mstep: Class 13 contains 22352 members 
Mstep: Class 14 contains 7501 members 
Mstep: Class 15 contains 47138 members 
Mstep: Class 16 contains 9323 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7120 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16221 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7609 members 
Mstep: Class 24 contains 20038 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6724 members 
Mstep: Class 27 contains 11276 members 
Mstep: Class 28 contains 9523 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93109 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197148.000000 Penalty: 113275.335938
Iteration 184Q: 36 clusters Score -3.819715e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9772 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7960 members 
Mstep: Class 10 contains 14006 members 
Mstep: Class 11 contains 26571 members 
Mstep: Class 12 contains 4633 members 
Mstep: Class 13 contains 22375 members 
Mstep: Class 14 contains 7498 members 
Mstep: Class 15 contains 47109 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16223 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 20056 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6728 members 
Mstep: Class 27 contains 11283 members 
Mstep: Class 28 contains 9524 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93120 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197240.000000 Penalty: 113275.335938
Iteration 185Q: 36 clusters Score -3.819724e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9771 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7954 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 26552 members 
Mstep: Class 12 contains 4634 members 
Mstep: Class 13 contains 22400 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 47090 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 5495 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16226 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 20068 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 11286 members 
Mstep: Class 28 contains 9525 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93127 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197304.000000 Penalty: 113275.335938
Iteration 186Q: 36 clusters Score -3.81973e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 9770 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7952 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 26540 members 
Mstep: Class 12 contains 4639 members 
Mstep: Class 13 contains 22416 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 47074 members 
Mstep: Class 16 contains 9322 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7112 members 
Mstep: Class 19 contains 5496 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16229 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 20077 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 11289 members 
Mstep: Class 28 contains 9526 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93131 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197268.000000 Penalty: 113275.335938
Iteration 187Q: 36 clusters Score -3.819727e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9770 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 2931 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7947 members 
Mstep: Class 10 contains 13984 members 
Mstep: Class 11 contains 26533 members 
Mstep: Class 12 contains 4637 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 47052 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7112 members 
Mstep: Class 19 contains 5497 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16232 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 20090 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6727 members 
Mstep: Class 27 contains 11295 members 
Mstep: Class 28 contains 9526 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93135 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197244.000000 Penalty: 113275.335938
Iteration 188Q: 36 clusters Score -3.819724e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9770 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7944 members 
Mstep: Class 10 contains 13981 members 
Mstep: Class 11 contains 26524 members 
Mstep: Class 12 contains 4634 members 
Mstep: Class 13 contains 22443 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 47034 members 
Mstep: Class 16 contains 9318 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7108 members 
Mstep: Class 19 contains 5499 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16233 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 20102 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6727 members 
Mstep: Class 27 contains 11301 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93145 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197336.000000 Penalty: 113275.335938
Iteration 189Q: 36 clusters Score -3.819734e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9770 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2933 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7940 members 
Mstep: Class 10 contains 13979 members 
Mstep: Class 11 contains 26508 members 
Mstep: Class 12 contains 4636 members 
Mstep: Class 13 contains 22455 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 47018 members 
Mstep: Class 16 contains 9319 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 5503 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16234 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 20110 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6726 members 
Mstep: Class 27 contains 11307 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93151 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197340.000000 Penalty: 113275.335938
Iteration 190Q: 36 clusters Score -3.819734e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9770 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 26500 members 
Mstep: Class 12 contains 4636 members 
Mstep: Class 13 contains 22470 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 47000 members 
Mstep: Class 16 contains 9319 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7106 members 
Mstep: Class 19 contains 5505 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 20119 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6722 members 
Mstep: Class 27 contains 11307 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93157 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197324.000000 Penalty: 113275.335938
Iteration 191Q: 36 clusters Score -3.819732e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 9768 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7932 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 26493 members 
Mstep: Class 12 contains 4637 members 
Mstep: Class 13 contains 22480 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 46980 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7106 members 
Mstep: Class 19 contains 5507 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 20131 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6720 members 
Mstep: Class 27 contains 11310 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93166 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197316.000000 Penalty: 113275.335938
Iteration 192Q: 36 clusters Score -3.819732e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 9768 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7932 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 26488 members 
Mstep: Class 12 contains 4636 members 
Mstep: Class 13 contains 22485 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 46969 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7106 members 
Mstep: Class 19 contains 5509 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7609 members 
Mstep: Class 24 contains 20136 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6716 members 
Mstep: Class 27 contains 11315 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93170 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197328.000000 Penalty: 113275.335938
Iteration 193Q: 36 clusters Score -3.819733e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13976 members 
Mstep: Class 11 contains 26484 members 
Mstep: Class 12 contains 4636 members 
Mstep: Class 13 contains 22490 members 
Mstep: Class 14 contains 7491 members 
Mstep: Class 15 contains 46960 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 5511 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7608 members 
Mstep: Class 24 contains 20142 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6715 members 
Mstep: Class 27 contains 11320 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93173 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197312.000000 Penalty: 113275.335938
Iteration 194Q: 36 clusters Score -3.819731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 13975 members 
Mstep: Class 11 contains 26477 members 
Mstep: Class 12 contains 4634 members 
Mstep: Class 13 contains 22495 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 46954 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 5514 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7608 members 
Mstep: Class 24 contains 20146 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6717 members 
Mstep: Class 27 contains 11322 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93174 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197344.000000 Penalty: 113275.335938
Iteration 195Q: 36 clusters Score -3.819734e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7928 members 
Mstep: Class 10 contains 13974 members 
Mstep: Class 11 contains 26473 members 
Mstep: Class 12 contains 4631 members 
Mstep: Class 13 contains 22499 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 46945 members 
Mstep: Class 16 contains 9324 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 5517 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7609 members 
Mstep: Class 24 contains 20148 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6714 members 
Mstep: Class 27 contains 11323 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93179 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197316.000000 Penalty: 113275.335938
Iteration 196Q: 36 clusters Score -3.819732e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 10 contains 13974 members 
Mstep: Class 11 contains 26461 members 
Mstep: Class 12 contains 4629 members 
Mstep: Class 13 contains 22503 members 
Mstep: Class 14 contains 7494 members 
Mstep: Class 15 contains 46933 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 7106 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 20155 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6715 members 
Mstep: Class 27 contains 11325 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93182 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197268.000000 Penalty: 113275.335938
Iteration 197Q: 36 clusters Score -3.819727e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 13973 members 
Mstep: Class 11 contains 26456 members 
Mstep: Class 12 contains 4626 members 
Mstep: Class 13 contains 22508 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 46917 members 
Mstep: Class 16 contains 9328 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 20166 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6718 members 
Mstep: Class 27 contains 11327 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93184 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197320.000000 Penalty: 113275.335938
Iteration 198Q: 36 clusters Score -3.819732e+07 nChanged 32
Entering ConstructFrom: 
Score: -38197320.000000 Penalty: 113275.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -484200.375000 Penalty: 2137.518799
	Iteration 0F: 2 clusters Score -484200.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -479349.281250 Penalty: 4275.037598
	Iteration 0F: 3 clusters Score -479349.3 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -480592.031250 Penalty: 4275.037598
	Iteration 1F: 3 clusters Score -480592 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -480792.843750 Penalty: 4275.037598
	Iteration 2F: 3 clusters Score -480792.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -480905.750000 Penalty: 4275.037598
	Iteration 3Q: 3 clusters Score -480905.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -480973.593750 Penalty: 4275.037598
	Iteration 4Q: 3 clusters Score -480973.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -481028.968750 Penalty: 4275.037598
	Iteration 5Q: 3 clusters Score -481029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -481070.156250 Penalty: 4275.037598
	Iteration 6Q: 3 clusters Score -481070.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -481111.593750 Penalty: 4275.037598
	Iteration 7Q: 3 clusters Score -481111.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -481147.406250 Penalty: 4275.037598
	Iteration 8Q: 3 clusters Score -481147.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -481172.156250 Penalty: 4275.037598
	Iteration 9Q: 3 clusters Score -481172.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -481193.812500 Penalty: 4275.037598
	Iteration 10Q: 3 clusters Score -481193.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -481211.250000 Penalty: 4275.037598
	Iteration 11Q: 3 clusters Score -481211.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -481224.656250 Penalty: 4275.037598
	Iteration 12Q: 3 clusters Score -481224.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -481233.343750 Penalty: 4275.037598
	Iteration 13Q: 3 clusters Score -481233.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -481240.968750 Penalty: 4275.037598
	Iteration 14Q: 3 clusters Score -481241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -481248.625000 Penalty: 4275.037598
	Iteration 15Q: 3 clusters Score -481248.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -481258.687500 Penalty: 4275.037598
	Iteration 16Q: 3 clusters Score -481258.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -481270.718750 Penalty: 4275.037598
	Iteration 17Q: 3 clusters Score -481270.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -481283.500000 Penalty: 4275.037598
	Iteration 18Q: 3 clusters Score -481283.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -481295.062500 Penalty: 4275.037598
	Iteration 19Q: 3 clusters Score -481295.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -481305.750000 Penalty: 4275.037598
	Iteration 20F: 3 clusters Score -481305.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -481314.312500 Penalty: 4275.037598
	Iteration 21Q: 3 clusters Score -481314.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -481323.906250 Penalty: 4275.037598
	Iteration 22Q: 3 clusters Score -481323.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -481335.718750 Penalty: 4275.037598
	Iteration 23Q: 3 clusters Score -481335.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -481347.343750 Penalty: 4275.037598
	Iteration 24Q: 3 clusters Score -481347.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -481354.593750 Penalty: 4275.037598
	Iteration 25Q: 3 clusters Score -481354.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -481360.750000 Penalty: 4275.037598
	Iteration 26Q: 3 clusters Score -481360.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -481366.531250 Penalty: 4275.037598
	Iteration 27Q: 3 clusters Score -481366.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -481369.875000 Penalty: 4275.037598
	Iteration 28Q: 3 clusters Score -481369.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -481376.218750 Penalty: 4275.037598
	Iteration 29Q: 3 clusters Score -481376.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -481382.781250 Penalty: 4275.037598
	Iteration 30Q: 3 clusters Score -481382.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -481390.062500 Penalty: 4275.037598
	Iteration 31Q: 3 clusters Score -481390.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -481397.562500 Penalty: 4275.037598
	Iteration 32Q: 3 clusters Score -481397.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -481401.843750 Penalty: 4275.037598
	Iteration 33Q: 3 clusters Score -481401.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -481405.812500 Penalty: 4275.037598
	Iteration 34Q: 3 clusters Score -481405.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -481410.875000 Penalty: 4275.037598
	Iteration 35Q: 3 clusters Score -481410.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -481415.812500 Penalty: 4275.037598
	Iteration 36Q: 3 clusters Score -481415.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -481419.312500 Penalty: 4275.037598
	Iteration 37Q: 3 clusters Score -481419.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -481423.375000 Penalty: 4275.037598
	Iteration 38Q: 3 clusters Score -481423.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -481428.468750 Penalty: 4275.037598
	Iteration 39Q: 3 clusters Score -481428.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -481434.687500 Penalty: 4275.037598
	Iteration 40F: 3 clusters Score -481434.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -481438.656250 Penalty: 4275.037598
	Iteration 41Q: 3 clusters Score -481438.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -481444.218750 Penalty: 4275.037598
	Iteration 42Q: 3 clusters Score -481444.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -481449.031250 Penalty: 4275.037598
	Iteration 43Q: 3 clusters Score -481449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -481453.125000 Penalty: 4275.037598
	Iteration 44Q: 3 clusters Score -481453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -481457.812500 Penalty: 4275.037598
	Iteration 45Q: 3 clusters Score -481457.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -481459.906250 Penalty: 4275.037598
	Iteration 46Q: 3 clusters Score -481459.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -481464.125000 Penalty: 4275.037598
	Iteration 47Q: 3 clusters Score -481464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -481467.250000 Penalty: 4275.037598
	Iteration 48Q: 3 clusters Score -481467.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -481473.156250 Penalty: 4275.037598
	Iteration 49Q: 3 clusters Score -481473.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -481478.750000 Penalty: 4275.037598
	Iteration 50Q: 3 clusters Score -481478.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -481485.843750 Penalty: 4275.037598
	Iteration 51Q: 3 clusters Score -481485.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -481492.125000 Penalty: 4275.037598
	Iteration 52Q: 3 clusters Score -481492.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -481498.281250 Penalty: 4275.037598
	Iteration 53Q: 3 clusters Score -481498.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -481504.125000 Penalty: 4275.037598
	Iteration 54Q: 3 clusters Score -481504.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -481513.312500 Penalty: 4275.037598
	Iteration 55Q: 3 clusters Score -481513.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -481520.500000 Penalty: 4275.037598
	Iteration 56Q: 3 clusters Score -481520.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -481527.625000 Penalty: 4275.037598
	Iteration 57Q: 3 clusters Score -481527.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -481534.062500 Penalty: 4275.037598
	Iteration 58Q: 3 clusters Score -481534.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -481543.406250 Penalty: 4275.037598
	Iteration 59Q: 3 clusters Score -481543.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -481553.843750 Penalty: 4275.037598
	Iteration 60F: 3 clusters Score -481553.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -481570.312500 Penalty: 4275.037598
	Iteration 61Q: 3 clusters Score -481570.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -481582.468750 Penalty: 4275.037598
	Iteration 62Q: 3 clusters Score -481582.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -481597.625000 Penalty: 4275.037598
	Iteration 63Q: 3 clusters Score -481597.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -481620.781250 Penalty: 4275.037598
	Iteration 64Q: 3 clusters Score -481620.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -481650.000000 Penalty: 4275.037598
	Iteration 65Q: 3 clusters Score -481650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -481687.843750 Penalty: 4275.037598
	Iteration 66Q: 3 clusters Score -481687.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -481726.437500 Penalty: 4275.037598
	Iteration 67Q: 3 clusters Score -481726.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -481762.843750 Penalty: 4275.037598
	Iteration 68Q: 3 clusters Score -481762.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -481797.500000 Penalty: 4275.037598
	Iteration 69Q: 3 clusters Score -481797.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -481842.562500 Penalty: 4275.037598
	Iteration 70Q: 3 clusters Score -481842.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -481885.906250 Penalty: 4275.037598
	Iteration 71Q: 3 clusters Score -481885.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -481922.031250 Penalty: 4275.037598
	Iteration 72Q: 3 clusters Score -481922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -481950.593750 Penalty: 4275.037598
	Iteration 73Q: 3 clusters Score -481950.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -481978.625000 Penalty: 4275.037598
	Iteration 74Q: 3 clusters Score -481978.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -482001.593750 Penalty: 4275.037598
	Iteration 75Q: 3 clusters Score -482001.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -482027.812500 Penalty: 4275.037598
	Iteration 76Q: 3 clusters Score -482027.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -482047.968750 Penalty: 4275.037598
	Iteration 77Q: 3 clusters Score -482048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -482068.625000 Penalty: 4275.037598
	Iteration 78Q: 3 clusters Score -482068.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -482085.281250 Penalty: 4275.037598
	Iteration 79Q: 3 clusters Score -482085.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -482094.125000 Penalty: 4275.037598
	Iteration 80F: 3 clusters Score -482094.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -482107.593750 Penalty: 4275.037598
	Iteration 81Q: 3 clusters Score -482107.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -482114.312500 Penalty: 4275.037598
	Iteration 82Q: 3 clusters Score -482114.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -482124.781250 Penalty: 4275.037598
	Iteration 83Q: 3 clusters Score -482124.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -482137.187500 Penalty: 4275.037598
	Iteration 84Q: 3 clusters Score -482137.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -482150.843750 Penalty: 4275.037598
	Iteration 85Q: 3 clusters Score -482150.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -482163.843750 Penalty: 4275.037598
	Iteration 86Q: 3 clusters Score -482163.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -482179.781250 Penalty: 4275.037598
	Iteration 87Q: 3 clusters Score -482179.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -482189.468750 Penalty: 4275.037598
	Iteration 88Q: 3 clusters Score -482189.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -482201.968750 Penalty: 4275.037598
	Iteration 89Q: 3 clusters Score -482202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -482212.875000 Penalty: 4275.037598
	Iteration 90Q: 3 clusters Score -482212.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -482223.343750 Penalty: 4275.037598
	Iteration 91Q: 3 clusters Score -482223.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -482235.406250 Penalty: 4275.037598
	Iteration 92Q: 3 clusters Score -482235.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -482245.375000 Penalty: 4275.037598
	Iteration 93Q: 3 clusters Score -482245.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -482254.718750 Penalty: 4275.037598
	Iteration 94Q: 3 clusters Score -482254.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -482261.031250 Penalty: 4275.037598
	Iteration 95Q: 3 clusters Score -482261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -482265.906250 Penalty: 4275.037598
	Iteration 96Q: 3 clusters Score -482265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -482271.781250 Penalty: 4275.037598
	Iteration 97Q: 3 clusters Score -482271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -482274.437500 Penalty: 4275.037598
	Iteration 98Q: 3 clusters Score -482274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -482277.468750 Penalty: 4275.037598
	Iteration 99Q: 3 clusters Score -482277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -482281.687500 Penalty: 4275.037598
	Iteration 100F: 3 clusters Score -482281.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -482285.593750 Penalty: 4275.037598
	Iteration 101Q: 3 clusters Score -482285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -482288.500000 Penalty: 4275.037598
	Iteration 102Q: 3 clusters Score -482288.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -482293.031250 Penalty: 4275.037598
	Iteration 103Q: 3 clusters Score -482293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -482296.125000 Penalty: 4275.037598
	Iteration 104Q: 3 clusters Score -482296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -482301.312500 Penalty: 4275.037598
	Iteration 105Q: 3 clusters Score -482301.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -482307.062500 Penalty: 4275.037598
	Iteration 106Q: 3 clusters Score -482307.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -482310.500000 Penalty: 4275.037598
	Iteration 107Q: 3 clusters Score -482310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -482312.406250 Penalty: 4275.037598
	Iteration 108Q: 3 clusters Score -482312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -482312.968750 Penalty: 4275.037598
	Iteration 109Q: 3 clusters Score -482313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -482312.968750 Penalty: 4275.037598
	Iteration 110F: 3 clusters Score -482313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Entering Unmasked Estep 
Score: -2030239.625000 Penalty: 2494.354492
	Iteration 0F: 2 clusters Score -2030240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2013931.500000 Penalty: 4988.708984
	Iteration 0F: 3 clusters Score -2013932 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2019718.750000 Penalty: 4988.708984
	Iteration 1F: 3 clusters Score -2019719 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2020236.000000 Penalty: 4988.708984
	Iteration 2F: 3 clusters Score -2020236 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2020710.125000 Penalty: 4988.708984
	Iteration 3F: 3 clusters Score -2020710 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2021199.875000 Penalty: 4988.708984
	Iteration 4Q: 3 clusters Score -2021200 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2021735.625000 Penalty: 4988.708984
	Iteration 5Q: 3 clusters Score -2021736 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2022363.875000 Penalty: 4988.708984
	Iteration 6F: 3 clusters Score -2022364 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2023049.750000 Penalty: 4988.708984
	Iteration 7F: 3 clusters Score -2023050 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2023807.500000 Penalty: 4988.708984
	Iteration 8F: 3 clusters Score -2023808 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2024612.750000 Penalty: 4988.708984
	Iteration 9F: 3 clusters Score -2024613 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2025405.250000 Penalty: 4988.708984
	Iteration 10F: 3 clusters Score -2025405 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2026079.875000 Penalty: 4988.708984
	Iteration 11Q: 3 clusters Score -2026080 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2026665.250000 Penalty: 4988.708984
	Iteration 12Q: 3 clusters Score -2026665 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2027048.000000 Penalty: 4988.708984
	Iteration 13Q: 3 clusters Score -2027048 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2027344.375000 Penalty: 4988.708984
	Iteration 14Q: 3 clusters Score -2027344 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2027563.125000 Penalty: 4988.708984
	Iteration 15Q: 3 clusters Score -2027563 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2027707.500000 Penalty: 4988.708984
	Iteration 16Q: 3 clusters Score -2027708 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2027843.625000 Penalty: 4988.708984
	Iteration 17Q: 3 clusters Score -2027844 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2027923.250000 Penalty: 4988.708984
	Iteration 18Q: 3 clusters Score -2027923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2027979.750000 Penalty: 4988.708984
	Iteration 19Q: 3 clusters Score -2027980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2028017.500000 Penalty: 4988.708984
	Iteration 20F: 3 clusters Score -2028018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2028036.000000 Penalty: 4988.708984
	Iteration 21Q: 3 clusters Score -2028036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2028061.500000 Penalty: 4988.708984
	Iteration 22Q: 3 clusters Score -2028062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2028078.875000 Penalty: 4988.708984
	Iteration 23Q: 3 clusters Score -2028079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2028099.875000 Penalty: 4988.708984
	Iteration 24Q: 3 clusters Score -2028100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2028117.250000 Penalty: 4988.708984
	Iteration 25Q: 3 clusters Score -2028117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2028122.375000 Penalty: 4988.708984
	Iteration 26Q: 3 clusters Score -2028122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2028134.500000 Penalty: 4988.708984
	Iteration 27Q: 3 clusters Score -2028134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2028145.875000 Penalty: 4988.708984
	Iteration 28Q: 3 clusters Score -2028146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2028157.125000 Penalty: 4988.708984
	Iteration 29Q: 3 clusters Score -2028157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2028157.750000 Penalty: 4988.708984
	Iteration 30Q: 3 clusters Score -2028158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2028161.875000 Penalty: 4988.708984
	Iteration 31Q: 3 clusters Score -2028162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2028158.250000 Penalty: 4988.708984
	Iteration 32Q: 3 clusters Score -2028158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2028162.625000 Penalty: 4988.708984
	Iteration 33Q: 3 clusters Score -2028163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2028166.000000 Penalty: 4988.708984
	Iteration 34Q: 3 clusters Score -2028166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2028168.500000 Penalty: 4988.708984
	Iteration 35Q: 3 clusters Score -2028168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2028168.625000 Penalty: 4988.708984
	Iteration 36Q: 3 clusters Score -2028169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2028168.625000 Penalty: 4988.708984
	Iteration 37Q: 3 clusters Score -2028169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2028168.625000 Penalty: 4988.708984
	Iteration 38F: 3 clusters Score -2028169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -293406.781250 Penalty: 2041.974609
	Iteration 0F: 2 clusters Score -293406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -289678.687500 Penalty: 4083.949219
	Iteration 0F: 3 clusters Score -289678.7 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -290498.031250 Penalty: 4083.949219
	Iteration 1F: 3 clusters Score -290498 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -290691.937500 Penalty: 4083.949219
	Iteration 2F: 3 clusters Score -290691.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -290794.750000 Penalty: 4083.949219
	Iteration 3Q: 3 clusters Score -290794.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -290875.906250 Penalty: 4083.949219
	Iteration 4Q: 3 clusters Score -290875.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -290934.531250 Penalty: 4083.949219
	Iteration 5Q: 3 clusters Score -290934.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -290972.187500 Penalty: 4083.949219
	Iteration 6Q: 3 clusters Score -290972.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -291013.625000 Penalty: 4083.949219
	Iteration 7Q: 3 clusters Score -291013.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -291065.718750 Penalty: 4083.949219
	Iteration 8Q: 3 clusters Score -291065.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -291120.718750 Penalty: 4083.949219
	Iteration 9Q: 3 clusters Score -291120.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -291172.812500 Penalty: 4083.949219
	Iteration 10Q: 3 clusters Score -291172.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -291206.312500 Penalty: 4083.949219
	Iteration 11Q: 3 clusters Score -291206.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -291245.468750 Penalty: 4083.949219
	Iteration 12Q: 3 clusters Score -291245.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -291274.843750 Penalty: 4083.949219
	Iteration 13Q: 3 clusters Score -291274.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -291309.812500 Penalty: 4083.949219
	Iteration 14Q: 3 clusters Score -291309.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -291341.218750 Penalty: 4083.949219
	Iteration 15Q: 3 clusters Score -291341.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -291365.750000 Penalty: 4083.949219
	Iteration 16Q: 3 clusters Score -291365.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -291386.718750 Penalty: 4083.949219
	Iteration 17Q: 3 clusters Score -291386.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -291408.750000 Penalty: 4083.949219
	Iteration 18Q: 3 clusters Score -291408.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -291427.812500 Penalty: 4083.949219
	Iteration 19Q: 3 clusters Score -291427.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -291445.000000 Penalty: 4083.949219
	Iteration 20F: 3 clusters Score -291445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -291459.375000 Penalty: 4083.949219
	Iteration 21Q: 3 clusters Score -291459.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -291473.062500 Penalty: 4083.949219
	Iteration 22Q: 3 clusters Score -291473.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -291488.156250 Penalty: 4083.949219
	Iteration 23Q: 3 clusters Score -291488.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -291505.093750 Penalty: 4083.949219
	Iteration 24Q: 3 clusters Score -291505.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -291521.031250 Penalty: 4083.949219
	Iteration 25Q: 3 clusters Score -291521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -291541.031250 Penalty: 4083.949219
	Iteration 26Q: 3 clusters Score -291541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -291564.812500 Penalty: 4083.949219
	Iteration 27Q: 3 clusters Score -291564.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -291588.468750 Penalty: 4083.949219
	Iteration 28Q: 3 clusters Score -291588.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -291600.625000 Penalty: 4083.949219
	Iteration 29Q: 3 clusters Score -291600.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -291610.218750 Penalty: 4083.949219
	Iteration 30Q: 3 clusters Score -291610.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -291626.531250 Penalty: 4083.949219
	Iteration 31Q: 3 clusters Score -291626.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -291646.875000 Penalty: 4083.949219
	Iteration 32Q: 3 clusters Score -291646.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -291668.843750 Penalty: 4083.949219
	Iteration 33Q: 3 clusters Score -291668.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -291696.406250 Penalty: 4083.949219
	Iteration 34Q: 3 clusters Score -291696.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -291725.968750 Penalty: 4083.949219
	Iteration 35Q: 3 clusters Score -291726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -291750.937500 Penalty: 4083.949219
	Iteration 36Q: 3 clusters Score -291750.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -291773.437500 Penalty: 4083.949219
	Iteration 37Q: 3 clusters Score -291773.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -291793.312500 Penalty: 4083.949219
	Iteration 38Q: 3 clusters Score -291793.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -291814.625000 Penalty: 4083.949219
	Iteration 39Q: 3 clusters Score -291814.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -291828.812500 Penalty: 4083.949219
	Iteration 40F: 3 clusters Score -291828.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -291839.656250 Penalty: 4083.949219
	Iteration 41Q: 3 clusters Score -291839.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -291853.062500 Penalty: 4083.949219
	Iteration 42Q: 3 clusters Score -291853.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -291867.937500 Penalty: 4083.949219
	Iteration 43Q: 3 clusters Score -291867.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -291879.875000 Penalty: 4083.949219
	Iteration 44Q: 3 clusters Score -291879.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -291887.750000 Penalty: 4083.949219
	Iteration 45Q: 3 clusters Score -291887.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -291896.531250 Penalty: 4083.949219
	Iteration 46Q: 3 clusters Score -291896.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -291908.000000 Penalty: 4083.949219
	Iteration 47Q: 3 clusters Score -291908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -291918.593750 Penalty: 4083.949219
	Iteration 48Q: 3 clusters Score -291918.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -291931.937500 Penalty: 4083.949219
	Iteration 49Q: 3 clusters Score -291931.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -291952.187500 Penalty: 4083.949219
	Iteration 50Q: 3 clusters Score -291952.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -291975.343750 Penalty: 4083.949219
	Iteration 51Q: 3 clusters Score -291975.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -291992.937500 Penalty: 4083.949219
	Iteration 52Q: 3 clusters Score -291992.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -292006.031250 Penalty: 4083.949219
	Iteration 53Q: 3 clusters Score -292006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -292018.343750 Penalty: 4083.949219
	Iteration 54Q: 3 clusters Score -292018.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -292026.593750 Penalty: 4083.949219
	Iteration 55Q: 3 clusters Score -292026.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -292036.343750 Penalty: 4083.949219
	Iteration 56Q: 3 clusters Score -292036.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -292045.687500 Penalty: 4083.949219
	Iteration 57Q: 3 clusters Score -292045.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -292050.968750 Penalty: 4083.949219
	Iteration 58Q: 3 clusters Score -292051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -292054.062500 Penalty: 4083.949219
	Iteration 59Q: 3 clusters Score -292054.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -292056.531250 Penalty: 4083.949219
	Iteration 60F: 3 clusters Score -292056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -292058.406250 Penalty: 4083.949219
	Iteration 61Q: 3 clusters Score -292058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -292060.562500 Penalty: 4083.949219
	Iteration 62Q: 3 clusters Score -292060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -292063.281250 Penalty: 4083.949219
	Iteration 63Q: 3 clusters Score -292063.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -292065.218750 Penalty: 4083.949219
	Iteration 64Q: 3 clusters Score -292065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -292067.031250 Penalty: 4083.949219
	Iteration 65Q: 3 clusters Score -292067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -292067.218750 Penalty: 4083.949219
	Iteration 66Q: 3 clusters Score -292067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -292068.562500 Penalty: 4083.949219
	Iteration 67Q: 3 clusters Score -292068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -292069.593750 Penalty: 4083.949219
	Iteration 68Q: 3 clusters Score -292069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -292071.000000 Penalty: 4083.949219
	Iteration 69Q: 3 clusters Score -292071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -292070.531250 Penalty: 4083.949219
	Iteration 70Q: 3 clusters Score -292070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -292070.531250 Penalty: 4083.949219
	Iteration 71F: 3 clusters Score -292070.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Entering Unmasked Estep 
Score: -842372.375000 Penalty: 2278.292236
	Iteration 0F: 2 clusters Score -842372.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -834794.312500 Penalty: 4556.584473
	Iteration 0F: 3 clusters Score -834794.3 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -836964.750000 Penalty: 4556.584473
	Iteration 1F: 3 clusters Score -836964.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -837231.125000 Penalty: 4556.584473
	Iteration 2F: 3 clusters Score -837231.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -837422.875000 Penalty: 4556.584473
	Iteration 3Q: 3 clusters Score -837422.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -837557.375000 Penalty: 4556.584473
	Iteration 4Q: 3 clusters Score -837557.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -837664.187500 Penalty: 4556.584473
	Iteration 5Q: 3 clusters Score -837664.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -837740.500000 Penalty: 4556.584473
	Iteration 6Q: 3 clusters Score -837740.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -837806.625000 Penalty: 4556.584473
	Iteration 7Q: 3 clusters Score -837806.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -837872.312500 Penalty: 4556.584473
	Iteration 8Q: 3 clusters Score -837872.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -837938.625000 Penalty: 4556.584473
	Iteration 9Q: 3 clusters Score -837938.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -838007.437500 Penalty: 4556.584473
	Iteration 10Q: 3 clusters Score -838007.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -838083.625000 Penalty: 4556.584473
	Iteration 11Q: 3 clusters Score -838083.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -838173.312500 Penalty: 4556.584473
	Iteration 12Q: 3 clusters Score -838173.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -838288.375000 Penalty: 4556.584473
	Iteration 13Q: 3 clusters Score -838288.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -838429.562500 Penalty: 4556.584473
	Iteration 14Q: 3 clusters Score -838429.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -838619.125000 Penalty: 4556.584473
	Iteration 15Q: 3 clusters Score -838619.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -838838.250000 Penalty: 4556.584473
	Iteration 16Q: 3 clusters Score -838838.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -839103.125000 Penalty: 4556.584473
	Iteration 17Q: 3 clusters Score -839103.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -839333.250000 Penalty: 4556.584473
	Iteration 18Q: 3 clusters Score -839333.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -839513.312500 Penalty: 4556.584473
	Iteration 19Q: 3 clusters Score -839513.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -839674.562500 Penalty: 4556.584473
	Iteration 20F: 3 clusters Score -839674.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -839819.875000 Penalty: 4556.584473
	Iteration 21Q: 3 clusters Score -839819.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -839942.500000 Penalty: 4556.584473
	Iteration 22Q: 3 clusters Score -839942.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -840019.125000 Penalty: 4556.584473
	Iteration 23Q: 3 clusters Score -840019.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -840089.937500 Penalty: 4556.584473
	Iteration 24Q: 3 clusters Score -840089.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -840161.125000 Penalty: 4556.584473
	Iteration 25Q: 3 clusters Score -840161.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -840208.500000 Penalty: 4556.584473
	Iteration 26Q: 3 clusters Score -840208.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -840242.062500 Penalty: 4556.584473
	Iteration 27Q: 3 clusters Score -840242.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -840276.125000 Penalty: 4556.584473
	Iteration 28Q: 3 clusters Score -840276.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -840302.437500 Penalty: 4556.584473
	Iteration 29Q: 3 clusters Score -840302.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -840327.375000 Penalty: 4556.584473
	Iteration 30Q: 3 clusters Score -840327.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -840355.000000 Penalty: 4556.584473
	Iteration 31Q: 3 clusters Score -840355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -840363.750000 Penalty: 4556.584473
	Iteration 32Q: 3 clusters Score -840363.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -840372.875000 Penalty: 4556.584473
	Iteration 33Q: 3 clusters Score -840372.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -840375.937500 Penalty: 4556.584473
	Iteration 34Q: 3 clusters Score -840375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -840378.062500 Penalty: 4556.584473
	Iteration 35Q: 3 clusters Score -840378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -840380.000000 Penalty: 4556.584473
	Iteration 36Q: 3 clusters Score -840380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -840381.125000 Penalty: 4556.584473
	Iteration 37Q: 3 clusters Score -840381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -840383.187500 Penalty: 4556.584473
	Iteration 38Q: 3 clusters Score -840383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -840383.125000 Penalty: 4556.584473
	Iteration 39Q: 3 clusters Score -840383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -840383.375000 Penalty: 4556.584473
	Iteration 40F: 3 clusters Score -840383.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Entering Unmasked Estep 
Score: -2007946.000000 Penalty: 2493.033447
	Iteration 0F: 2 clusters Score -2007946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1991737.250000 Penalty: 4986.066895
	Iteration 0F: 3 clusters Score -1991737 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1997390.375000 Penalty: 4986.066895
	Iteration 1F: 3 clusters Score -1997390 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1997954.500000 Penalty: 4986.066895
	Iteration 2F: 3 clusters Score -1997954 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1998533.250000 Penalty: 4986.066895
	Iteration 3F: 3 clusters Score -1998533 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1999061.750000 Penalty: 4986.066895
	Iteration 4Q: 3 clusters Score -1999062 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1999632.625000 Penalty: 4986.066895
	Iteration 5Q: 3 clusters Score -1999633 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2000198.500000 Penalty: 4986.066895
	Iteration 6Q: 3 clusters Score -2000198 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2000750.625000 Penalty: 4986.066895
	Iteration 7Q: 3 clusters Score -2000751 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2001290.375000 Penalty: 4986.066895
	Iteration 8Q: 3 clusters Score -2001290 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2001810.250000 Penalty: 4986.066895
	Iteration 9Q: 3 clusters Score -2001810 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2002333.125000 Penalty: 4986.066895
	Iteration 10Q: 3 clusters Score -2002333 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2002776.750000 Penalty: 4986.066895
	Iteration 11Q: 3 clusters Score -2002777 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2003147.625000 Penalty: 4986.066895
	Iteration 12Q: 3 clusters Score -2003148 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2003430.125000 Penalty: 4986.066895
	Iteration 13Q: 3 clusters Score -2003430 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2003641.500000 Penalty: 4986.066895
	Iteration 14Q: 3 clusters Score -2003642 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2003782.500000 Penalty: 4986.066895
	Iteration 15Q: 3 clusters Score -2003782 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2003902.500000 Penalty: 4986.066895
	Iteration 16Q: 3 clusters Score -2003902 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2003977.500000 Penalty: 4986.066895
	Iteration 17Q: 3 clusters Score -2003978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2004028.250000 Penalty: 4986.066895
	Iteration 18Q: 3 clusters Score -2004028 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2004082.250000 Penalty: 4986.066895
	Iteration 19Q: 3 clusters Score -2004082 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2004135.625000 Penalty: 4986.066895
	Iteration 20F: 3 clusters Score -2004136 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2004207.250000 Penalty: 4986.066895
	Iteration 21Q: 3 clusters Score -2004207 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2004270.000000 Penalty: 4986.066895
	Iteration 22Q: 3 clusters Score -2004270 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2004327.250000 Penalty: 4986.066895
	Iteration 23Q: 3 clusters Score -2004327 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2004378.750000 Penalty: 4986.066895
	Iteration 24Q: 3 clusters Score -2004379 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2004410.125000 Penalty: 4986.066895
	Iteration 25Q: 3 clusters Score -2004410 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2004456.375000 Penalty: 4986.066895
	Iteration 26Q: 3 clusters Score -2004456 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2004492.875000 Penalty: 4986.066895
	Iteration 27Q: 3 clusters Score -2004493 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2004546.875000 Penalty: 4986.066895
	Iteration 28Q: 3 clusters Score -2004547 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2004580.750000 Penalty: 4986.066895
	Iteration 29Q: 3 clusters Score -2004581 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2004624.250000 Penalty: 4986.066895
	Iteration 30Q: 3 clusters Score -2004624 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2004671.375000 Penalty: 4986.066895
	Iteration 31Q: 3 clusters Score -2004671 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2004713.625000 Penalty: 4986.066895
	Iteration 32Q: 3 clusters Score -2004714 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2004764.250000 Penalty: 4986.066895
	Iteration 33Q: 3 clusters Score -2004764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2004823.875000 Penalty: 4986.066895
	Iteration 34Q: 3 clusters Score -2004824 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2004901.875000 Penalty: 4986.066895
	Iteration 35Q: 3 clusters Score -2004902 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2005007.375000 Penalty: 4986.066895
	Iteration 36Q: 3 clusters Score -2005007 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2005124.250000 Penalty: 4986.066895
	Iteration 37Q: 3 clusters Score -2005124 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2005271.000000 Penalty: 4986.066895
	Iteration 38Q: 3 clusters Score -2005271 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2005480.625000 Penalty: 4986.066895
	Iteration 39Q: 3 clusters Score -2005481 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2005766.875000 Penalty: 4986.066895
	Iteration 40F: 3 clusters Score -2005767 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2006177.750000 Penalty: 4986.066895
	Iteration 41Q: 3 clusters Score -2006178 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2006523.750000 Penalty: 4986.066895
	Iteration 42Q: 3 clusters Score -2006524 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2006703.500000 Penalty: 4986.066895
	Iteration 43Q: 3 clusters Score -2006704 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2006741.375000 Penalty: 4986.066895
	Iteration 44Q: 3 clusters Score -2006741 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2006762.125000 Penalty: 4986.066895
	Iteration 45Q: 3 clusters Score -2006762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2006771.750000 Penalty: 4986.066895
	Iteration 46Q: 3 clusters Score -2006772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2006776.250000 Penalty: 4986.066895
	Iteration 47Q: 3 clusters Score -2006776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2006786.625000 Penalty: 4986.066895
	Iteration 48Q: 3 clusters Score -2006787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2006785.625000 Penalty: 4986.066895
	Iteration 49Q: 3 clusters Score -2006786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2006788.375000 Penalty: 4986.066895
	Iteration 50Q: 3 clusters Score -2006788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2006794.250000 Penalty: 4986.066895
	Iteration 51Q: 3 clusters Score -2006794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2006797.000000 Penalty: 4986.066895
	Iteration 52Q: 3 clusters Score -2006797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2006797.750000 Penalty: 4986.066895
	Iteration 53Q: 3 clusters Score -2006798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2006798.875000 Penalty: 4986.066895
	Iteration 54Q: 3 clusters Score -2006799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2006799.500000 Penalty: 4986.066895
	Iteration 55Q: 3 clusters Score -2006800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2006801.125000 Penalty: 4986.066895
	Iteration 56Q: 3 clusters Score -2006801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2006798.750000 Penalty: 4986.066895
	Iteration 57Q: 3 clusters Score -2006799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2006798.750000 Penalty: 4986.066895
	Iteration 58F: 3 clusters Score -2006799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -375391.093750 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -375391.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -371291.312500 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -371291.3 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -372234.562500 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -372234.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -372437.812500 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -372437.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -372549.875000 Penalty: 4164.156738
	Iteration 3Q: 3 clusters Score -372549.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -372611.906250 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -372611.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -372652.437500 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -372652.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -372686.625000 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -372686.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -372716.000000 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -372716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -372738.437500 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -372738.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -372752.718750 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -372752.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -372765.437500 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -372765.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -372775.156250 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -372775.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -372786.625000 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -372786.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -372795.187500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -372795.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -372803.375000 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -372803.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -372809.531250 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -372809.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -372813.906250 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -372813.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -372817.218750 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -372817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -372821.125000 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -372821.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -372825.875000 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -372825.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -372831.843750 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -372831.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -372841.406250 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -372841.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -372848.531250 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -372848.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -372854.781250 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -372854.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -372861.843750 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -372861.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -372867.562500 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -372867.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -372874.531250 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -372874.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -372881.000000 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -372881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -372884.843750 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -372884.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -372893.187500 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -372893.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -372897.968750 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -372898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -372902.187500 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -372902.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -372906.031250 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -372906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -372910.375000 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -372910.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -372915.125000 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -372915.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -372919.468750 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -372919.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -372924.312500 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -372924.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -372927.937500 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -372927.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -372931.718750 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -372931.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -372933.656250 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -372933.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -372935.500000 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -372935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -372936.875000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -372936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -372937.875000 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -372937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -372939.187500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -372939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -372939.562500 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -372939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -372940.375000 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -372940.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -372943.468750 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -372943.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -372945.062500 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -372945.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -372947.437500 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -372947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -372950.343750 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -372950.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -372956.125000 Penalty: 4164.156738
	Iteration 50Q: 3 clusters Score -372956.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -372959.750000 Penalty: 4164.156738
	Iteration 51Q: 3 clusters Score -372959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -372968.281250 Penalty: 4164.156738
	Iteration 52Q: 3 clusters Score -372968.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -372977.031250 Penalty: 4164.156738
	Iteration 53Q: 3 clusters Score -372977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -372985.406250 Penalty: 4164.156738
	Iteration 54Q: 3 clusters Score -372985.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -372988.500000 Penalty: 4164.156738
	Iteration 55Q: 3 clusters Score -372988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -372991.593750 Penalty: 4164.156738
	Iteration 56Q: 3 clusters Score -372991.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -372994.406250 Penalty: 4164.156738
	Iteration 57Q: 3 clusters Score -372994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -372998.031250 Penalty: 4164.156738
	Iteration 58Q: 3 clusters Score -372998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -373000.375000 Penalty: 4164.156738
	Iteration 59Q: 3 clusters Score -373000.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -373003.125000 Penalty: 4164.156738
	Iteration 60F: 3 clusters Score -373003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -373006.687500 Penalty: 4164.156738
	Iteration 61Q: 3 clusters Score -373006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -373009.718750 Penalty: 4164.156738
	Iteration 62Q: 3 clusters Score -373009.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -373013.281250 Penalty: 4164.156738
	Iteration 63Q: 3 clusters Score -373013.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -373018.500000 Penalty: 4164.156738
	Iteration 64Q: 3 clusters Score -373018.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -373023.000000 Penalty: 4164.156738
	Iteration 65Q: 3 clusters Score -373023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -373024.656250 Penalty: 4164.156738
	Iteration 66Q: 3 clusters Score -373024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -373026.812500 Penalty: 4164.156738
	Iteration 67Q: 3 clusters Score -373026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -373028.968750 Penalty: 4164.156738
	Iteration 68Q: 3 clusters Score -373029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -373031.156250 Penalty: 4164.156738
	Iteration 69Q: 3 clusters Score -373031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -373032.625000 Penalty: 4164.156738
	Iteration 70Q: 3 clusters Score -373032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -373033.593750 Penalty: 4164.156738
	Iteration 71Q: 3 clusters Score -373033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -373036.000000 Penalty: 4164.156738
	Iteration 72Q: 3 clusters Score -373036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -373038.343750 Penalty: 4164.156738
	Iteration 73Q: 3 clusters Score -373038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -373040.218750 Penalty: 4164.156738
	Iteration 74Q: 3 clusters Score -373040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -373040.562500 Penalty: 4164.156738
	Iteration 75Q: 3 clusters Score -373040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -373042.781250 Penalty: 4164.156738
	Iteration 76Q: 3 clusters Score -373042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -373044.812500 Penalty: 4164.156738
	Iteration 77Q: 3 clusters Score -373044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -373045.562500 Penalty: 4164.156738
	Iteration 78Q: 3 clusters Score -373045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -373045.718750 Penalty: 4164.156738
	Iteration 79Q: 3 clusters Score -373045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -373046.281250 Penalty: 4164.156738
	Iteration 80F: 3 clusters Score -373046.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -373046.812500 Penalty: 4164.156738
	Iteration 81Q: 3 clusters Score -373046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -373047.062500 Penalty: 4164.156738
	Iteration 82Q: 3 clusters Score -373047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -373047.593750 Penalty: 4164.156738
	Iteration 83Q: 3 clusters Score -373047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373048.843750 Penalty: 4164.156738
	Iteration 84Q: 3 clusters Score -373048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -373049.531250 Penalty: 4164.156738
	Iteration 85Q: 3 clusters Score -373049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -373049.687500 Penalty: 4164.156738
	Iteration 86Q: 3 clusters Score -373049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -373049.562500 Penalty: 4164.156738
	Iteration 87Q: 3 clusters Score -373049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -373050.312500 Penalty: 4164.156738
	Iteration 88Q: 3 clusters Score -373050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -373050.000000 Penalty: 4164.156738
	Iteration 89Q: 3 clusters Score -373050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -373050.000000 Penalty: 4164.156738
	Iteration 90F: 3 clusters Score -373050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -202397.078125 Penalty: 1980.231201
	Iteration 0F: 2 clusters Score -202397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -199203.203125 Penalty: 3960.462402
	Iteration 0F: 3 clusters Score -199203.2 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -200076.890625 Penalty: 3960.462402
	Iteration 1F: 3 clusters Score -200076.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -200524.875000 Penalty: 3960.462402
	Iteration 2F: 3 clusters Score -200524.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -200939.687500 Penalty: 3960.462402
	Iteration 3F: 3 clusters Score -200939.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -201226.515625 Penalty: 3960.462402
	Iteration 4F: 3 clusters Score -201226.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -201406.062500 Penalty: 3960.462402
	Iteration 5F: 3 clusters Score -201406.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -201522.437500 Penalty: 3960.462402
	Iteration 6Q: 3 clusters Score -201522.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -201600.750000 Penalty: 3960.462402
	Iteration 7Q: 3 clusters Score -201600.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -201657.171875 Penalty: 3960.462402
	Iteration 8Q: 3 clusters Score -201657.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -201689.875000 Penalty: 3960.462402
	Iteration 9Q: 3 clusters Score -201689.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -201710.578125 Penalty: 3960.462402
	Iteration 10Q: 3 clusters Score -201710.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -201725.281250 Penalty: 3960.462402
	Iteration 11Q: 3 clusters Score -201725.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -201732.046875 Penalty: 3960.462402
	Iteration 12Q: 3 clusters Score -201732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -201737.875000 Penalty: 3960.462402
	Iteration 13Q: 3 clusters Score -201737.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -201743.171875 Penalty: 3960.462402
	Iteration 14Q: 3 clusters Score -201743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -201746.093750 Penalty: 3960.462402
	Iteration 15Q: 3 clusters Score -201746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -201747.078125 Penalty: 3960.462402
	Iteration 16Q: 3 clusters Score -201747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -201747.671875 Penalty: 3960.462402
	Iteration 17Q: 3 clusters Score -201747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -201748.656250 Penalty: 3960.462402
	Iteration 18Q: 3 clusters Score -201748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -201750.218750 Penalty: 3960.462402
	Iteration 19Q: 3 clusters Score -201750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -201754.265625 Penalty: 3960.462402
	Iteration 20F: 3 clusters Score -201754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -201757.703125 Penalty: 3960.462402
	Iteration 21Q: 3 clusters Score -201757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -201759.953125 Penalty: 3960.462402
	Iteration 22Q: 3 clusters Score -201760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -201763.812500 Penalty: 3960.462402
	Iteration 23Q: 3 clusters Score -201763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -201770.578125 Penalty: 3960.462402
	Iteration 24Q: 3 clusters Score -201770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -201772.156250 Penalty: 3960.462402
	Iteration 25Q: 3 clusters Score -201772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -201774.875000 Penalty: 3960.462402
	Iteration 26Q: 3 clusters Score -201774.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -201777.265625 Penalty: 3960.462402
	Iteration 27Q: 3 clusters Score -201777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -201777.921875 Penalty: 3960.462402
	Iteration 28Q: 3 clusters Score -201777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -201778.343750 Penalty: 3960.462402
	Iteration 29Q: 3 clusters Score -201778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -201778.343750 Penalty: 3960.462402
	Iteration 30F: 3 clusters Score -201778.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Entering Unmasked Estep 
Score: -686333.625000 Penalty: 2222.323486
	Iteration 0F: 2 clusters Score -686333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -680043.687500 Penalty: 4444.646973
	Iteration 0F: 3 clusters Score -680043.7 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -681759.437500 Penalty: 4444.646973
	Iteration 1F: 3 clusters Score -681759.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -682027.687500 Penalty: 4444.646973
	Iteration 2F: 3 clusters Score -682027.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -682217.000000 Penalty: 4444.646973
	Iteration 3F: 3 clusters Score -682217 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -682368.562500 Penalty: 4444.646973
	Iteration 4Q: 3 clusters Score -682368.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -682494.625000 Penalty: 4444.646973
	Iteration 5Q: 3 clusters Score -682494.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -682631.687500 Penalty: 4444.646973
	Iteration 6Q: 3 clusters Score -682631.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -682774.562500 Penalty: 4444.646973
	Iteration 7Q: 3 clusters Score -682774.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -682934.937500 Penalty: 4444.646973
	Iteration 8Q: 3 clusters Score -682934.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -683094.000000 Penalty: 4444.646973
	Iteration 9Q: 3 clusters Score -683094 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -683257.375000 Penalty: 4444.646973
	Iteration 10Q: 3 clusters Score -683257.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -683425.437500 Penalty: 4444.646973
	Iteration 11Q: 3 clusters Score -683425.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -683581.562500 Penalty: 4444.646973
	Iteration 12Q: 3 clusters Score -683581.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -683727.000000 Penalty: 4444.646973
	Iteration 13Q: 3 clusters Score -683727 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -683855.625000 Penalty: 4444.646973
	Iteration 14Q: 3 clusters Score -683855.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -683967.000000 Penalty: 4444.646973
	Iteration 15Q: 3 clusters Score -683967 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -684075.250000 Penalty: 4444.646973
	Iteration 16Q: 3 clusters Score -684075.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -684156.125000 Penalty: 4444.646973
	Iteration 17Q: 3 clusters Score -684156.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -684214.500000 Penalty: 4444.646973
	Iteration 18Q: 3 clusters Score -684214.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -684264.500000 Penalty: 4444.646973
	Iteration 19Q: 3 clusters Score -684264.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -684298.000000 Penalty: 4444.646973
	Iteration 20F: 3 clusters Score -684298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -684325.625000 Penalty: 4444.646973
	Iteration 21Q: 3 clusters Score -684325.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -684349.750000 Penalty: 4444.646973
	Iteration 22Q: 3 clusters Score -684349.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -684362.000000 Penalty: 4444.646973
	Iteration 23Q: 3 clusters Score -684362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -684377.062500 Penalty: 4444.646973
	Iteration 24Q: 3 clusters Score -684377.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -684390.000000 Penalty: 4444.646973
	Iteration 25Q: 3 clusters Score -684390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -684399.000000 Penalty: 4444.646973
	Iteration 26Q: 3 clusters Score -684399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -684405.375000 Penalty: 4444.646973
	Iteration 27Q: 3 clusters Score -684405.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -684414.750000 Penalty: 4444.646973
	Iteration 28Q: 3 clusters Score -684414.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -684418.562500 Penalty: 4444.646973
	Iteration 29Q: 3 clusters Score -684418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -684422.500000 Penalty: 4444.646973
	Iteration 30Q: 3 clusters Score -684422.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -684428.625000 Penalty: 4444.646973
	Iteration 31Q: 3 clusters Score -684428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -684433.937500 Penalty: 4444.646973
	Iteration 32Q: 3 clusters Score -684433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -684436.250000 Penalty: 4444.646973
	Iteration 33Q: 3 clusters Score -684436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -684438.562500 Penalty: 4444.646973
	Iteration 34Q: 3 clusters Score -684438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -684438.562500 Penalty: 4444.646973
	Iteration 35F: 3 clusters Score -684438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Entering Unmasked Estep 
Score: -627957.812500 Penalty: 2226.488770
	Iteration 0F: 2 clusters Score -627957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -621555.875000 Penalty: 4452.977539
	Iteration 0F: 3 clusters Score -621555.9 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -623323.750000 Penalty: 4452.977539
	Iteration 1F: 3 clusters Score -623323.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -623687.562500 Penalty: 4452.977539
	Iteration 2F: 3 clusters Score -623687.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -623950.187500 Penalty: 4452.977539
	Iteration 3F: 3 clusters Score -623950.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -624142.625000 Penalty: 4452.977539
	Iteration 4Q: 3 clusters Score -624142.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -624303.625000 Penalty: 4452.977539
	Iteration 5Q: 3 clusters Score -624303.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -624444.937500 Penalty: 4452.977539
	Iteration 6Q: 3 clusters Score -624444.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -624578.750000 Penalty: 4452.977539
	Iteration 7Q: 3 clusters Score -624578.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -624702.562500 Penalty: 4452.977539
	Iteration 8Q: 3 clusters Score -624702.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -624812.750000 Penalty: 4452.977539
	Iteration 9Q: 3 clusters Score -624812.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -624915.187500 Penalty: 4452.977539
	Iteration 10Q: 3 clusters Score -624915.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -625027.125000 Penalty: 4452.977539
	Iteration 11Q: 3 clusters Score -625027.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -625152.125000 Penalty: 4452.977539
	Iteration 12Q: 3 clusters Score -625152.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -625290.312500 Penalty: 4452.977539
	Iteration 13Q: 3 clusters Score -625290.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -625424.562500 Penalty: 4452.977539
	Iteration 14Q: 3 clusters Score -625424.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -625539.125000 Penalty: 4452.977539
	Iteration 15Q: 3 clusters Score -625539.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -625636.500000 Penalty: 4452.977539
	Iteration 16Q: 3 clusters Score -625636.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -625704.375000 Penalty: 4452.977539
	Iteration 17Q: 3 clusters Score -625704.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -625760.437500 Penalty: 4452.977539
	Iteration 18Q: 3 clusters Score -625760.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -625814.062500 Penalty: 4452.977539
	Iteration 19Q: 3 clusters Score -625814.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -625859.625000 Penalty: 4452.977539
	Iteration 20F: 3 clusters Score -625859.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -625891.125000 Penalty: 4452.977539
	Iteration 21Q: 3 clusters Score -625891.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -625918.187500 Penalty: 4452.977539
	Iteration 22Q: 3 clusters Score -625918.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -625946.312500 Penalty: 4452.977539
	Iteration 23Q: 3 clusters Score -625946.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -625963.375000 Penalty: 4452.977539
	Iteration 24Q: 3 clusters Score -625963.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -625982.000000 Penalty: 4452.977539
	Iteration 25Q: 3 clusters Score -625982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -626004.250000 Penalty: 4452.977539
	Iteration 26Q: 3 clusters Score -626004.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -626024.000000 Penalty: 4452.977539
	Iteration 27Q: 3 clusters Score -626024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -626036.312500 Penalty: 4452.977539
	Iteration 28Q: 3 clusters Score -626036.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -626047.062500 Penalty: 4452.977539
	Iteration 29Q: 3 clusters Score -626047.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -626052.375000 Penalty: 4452.977539
	Iteration 30Q: 3 clusters Score -626052.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -626062.562500 Penalty: 4452.977539
	Iteration 31Q: 3 clusters Score -626062.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -626072.187500 Penalty: 4452.977539
	Iteration 32Q: 3 clusters Score -626072.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -626083.750000 Penalty: 4452.977539
	Iteration 33Q: 3 clusters Score -626083.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -626097.125000 Penalty: 4452.977539
	Iteration 34Q: 3 clusters Score -626097.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -626109.062500 Penalty: 4452.977539
	Iteration 35Q: 3 clusters Score -626109.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -626124.687500 Penalty: 4452.977539
	Iteration 36Q: 3 clusters Score -626124.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -626139.375000 Penalty: 4452.977539
	Iteration 37Q: 3 clusters Score -626139.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -626152.687500 Penalty: 4452.977539
	Iteration 38Q: 3 clusters Score -626152.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -626168.812500 Penalty: 4452.977539
	Iteration 39Q: 3 clusters Score -626168.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -626176.000000 Penalty: 4452.977539
	Iteration 40F: 3 clusters Score -626176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -626180.562500 Penalty: 4452.977539
	Iteration 41Q: 3 clusters Score -626180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -626186.187500 Penalty: 4452.977539
	Iteration 42Q: 3 clusters Score -626186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -626189.812500 Penalty: 4452.977539
	Iteration 43Q: 3 clusters Score -626189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -626193.812500 Penalty: 4452.977539
	Iteration 44Q: 3 clusters Score -626193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -626193.562500 Penalty: 4452.977539
	Iteration 45Q: 3 clusters Score -626193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -626195.250000 Penalty: 4452.977539
	Iteration 46Q: 3 clusters Score -626195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -626194.500000 Penalty: 4452.977539
	Iteration 47Q: 3 clusters Score -626194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -626194.812500 Penalty: 4452.977539
	Iteration 48Q: 3 clusters Score -626194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -626197.500000 Penalty: 4452.977539
	Iteration 49Q: 3 clusters Score -626197.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -626201.375000 Penalty: 4452.977539
	Iteration 50Q: 3 clusters Score -626201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -626201.062500 Penalty: 4452.977539
	Iteration 51Q: 3 clusters Score -626201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -626201.562500 Penalty: 4452.977539
	Iteration 52Q: 3 clusters Score -626201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -626201.812500 Penalty: 4452.977539
	Iteration 53Q: 3 clusters Score -626201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -626202.500000 Penalty: 4452.977539
	Iteration 54Q: 3 clusters Score -626202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -626204.375000 Penalty: 4452.977539
	Iteration 55Q: 3 clusters Score -626204.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -626203.750000 Penalty: 4452.977539
	Iteration 56Q: 3 clusters Score -626203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -626203.312500 Penalty: 4452.977539
	Iteration 57Q: 3 clusters Score -626203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -626204.687500 Penalty: 4452.977539
	Iteration 58Q: 3 clusters Score -626204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -626204.687500 Penalty: 4452.977539
	Iteration 59F: 3 clusters Score -626204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Entering Unmasked Estep 
Score: -1152746.750000 Penalty: 2367.113037
	Iteration 0F: 2 clusters Score -1152747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1142438.250000 Penalty: 4734.226074
	Iteration 0F: 3 clusters Score -1142438 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1145743.000000 Penalty: 4734.226074
	Iteration 1F: 3 clusters Score -1145743 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1146133.250000 Penalty: 4734.226074
	Iteration 2F: 3 clusters Score -1146133 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1146443.375000 Penalty: 4734.226074
	Iteration 3F: 3 clusters Score -1146443 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1146701.375000 Penalty: 4734.226074
	Iteration 4Q: 3 clusters Score -1146701 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1146934.500000 Penalty: 4734.226074
	Iteration 5Q: 3 clusters Score -1146934 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1147198.875000 Penalty: 4734.226074
	Iteration 6Q: 3 clusters Score -1147199 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1147458.125000 Penalty: 4734.226074
	Iteration 7Q: 3 clusters Score -1147458 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1147699.250000 Penalty: 4734.226074
	Iteration 8Q: 3 clusters Score -1147699 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1147958.750000 Penalty: 4734.226074
	Iteration 9Q: 3 clusters Score -1147959 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1148211.250000 Penalty: 4734.226074
	Iteration 10Q: 3 clusters Score -1148211 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1148487.000000 Penalty: 4734.226074
	Iteration 11Q: 3 clusters Score -1148487 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1148797.125000 Penalty: 4734.226074
	Iteration 12Q: 3 clusters Score -1148797 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1149119.125000 Penalty: 4734.226074
	Iteration 13Q: 3 clusters Score -1149119 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1149415.625000 Penalty: 4734.226074
	Iteration 14Q: 3 clusters Score -1149416 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1149631.625000 Penalty: 4734.226074
	Iteration 15Q: 3 clusters Score -1149632 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1149808.125000 Penalty: 4734.226074
	Iteration 16Q: 3 clusters Score -1149808 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1149959.125000 Penalty: 4734.226074
	Iteration 17Q: 3 clusters Score -1149959 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1150085.625000 Penalty: 4734.226074
	Iteration 18Q: 3 clusters Score -1150086 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1150170.500000 Penalty: 4734.226074
	Iteration 19Q: 3 clusters Score -1150170 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1150256.125000 Penalty: 4734.226074
	Iteration 20F: 3 clusters Score -1150256 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1150326.625000 Penalty: 4734.226074
	Iteration 21Q: 3 clusters Score -1150327 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1150381.125000 Penalty: 4734.226074
	Iteration 22Q: 3 clusters Score -1150381 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1150428.125000 Penalty: 4734.226074
	Iteration 23Q: 3 clusters Score -1150428 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1150484.875000 Penalty: 4734.226074
	Iteration 24Q: 3 clusters Score -1150485 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1150542.875000 Penalty: 4734.226074
	Iteration 25Q: 3 clusters Score -1150543 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1150594.750000 Penalty: 4734.226074
	Iteration 26Q: 3 clusters Score -1150595 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1150634.500000 Penalty: 4734.226074
	Iteration 27Q: 3 clusters Score -1150634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1150669.000000 Penalty: 4734.226074
	Iteration 28Q: 3 clusters Score -1150669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1150695.375000 Penalty: 4734.226074
	Iteration 29Q: 3 clusters Score -1150695 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1150725.375000 Penalty: 4734.226074
	Iteration 30Q: 3 clusters Score -1150725 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1150742.250000 Penalty: 4734.226074
	Iteration 31Q: 3 clusters Score -1150742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1150767.375000 Penalty: 4734.226074
	Iteration 32Q: 3 clusters Score -1150767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1150788.375000 Penalty: 4734.226074
	Iteration 33Q: 3 clusters Score -1150788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1150811.750000 Penalty: 4734.226074
	Iteration 34Q: 3 clusters Score -1150812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1150843.750000 Penalty: 4734.226074
	Iteration 35Q: 3 clusters Score -1150844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1150863.250000 Penalty: 4734.226074
	Iteration 36Q: 3 clusters Score -1150863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1150889.500000 Penalty: 4734.226074
	Iteration 37Q: 3 clusters Score -1150890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1150920.625000 Penalty: 4734.226074
	Iteration 38Q: 3 clusters Score -1150921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1150927.375000 Penalty: 4734.226074
	Iteration 39Q: 3 clusters Score -1150927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1150937.125000 Penalty: 4734.226074
	Iteration 40F: 3 clusters Score -1150937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1150947.500000 Penalty: 4734.226074
	Iteration 41Q: 3 clusters Score -1150948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1150959.375000 Penalty: 4734.226074
	Iteration 42Q: 3 clusters Score -1150959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1150968.500000 Penalty: 4734.226074
	Iteration 43Q: 3 clusters Score -1150968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1150973.750000 Penalty: 4734.226074
	Iteration 44Q: 3 clusters Score -1150974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1150977.125000 Penalty: 4734.226074
	Iteration 45Q: 3 clusters Score -1150977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1150983.750000 Penalty: 4734.226074
	Iteration 46Q: 3 clusters Score -1150984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1150992.500000 Penalty: 4734.226074
	Iteration 47Q: 3 clusters Score -1150992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1150998.375000 Penalty: 4734.226074
	Iteration 48Q: 3 clusters Score -1150998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1151002.125000 Penalty: 4734.226074
	Iteration 49Q: 3 clusters Score -1151002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1151005.625000 Penalty: 4734.226074
	Iteration 50Q: 3 clusters Score -1151006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1151004.000000 Penalty: 4734.226074
	Iteration 51Q: 3 clusters Score -1151004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1151008.125000 Penalty: 4734.226074
	Iteration 52Q: 3 clusters Score -1151008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1151012.750000 Penalty: 4734.226074
	Iteration 53Q: 3 clusters Score -1151013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1151010.625000 Penalty: 4734.226074
	Iteration 54Q: 3 clusters Score -1151011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1151010.750000 Penalty: 4734.226074
	Iteration 55Q: 3 clusters Score -1151011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1151013.250000 Penalty: 4734.226074
	Iteration 56Q: 3 clusters Score -1151013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1151015.500000 Penalty: 4734.226074
	Iteration 57Q: 3 clusters Score -1151016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1151016.000000 Penalty: 4734.226074
	Iteration 58Q: 3 clusters Score -1151016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1151017.875000 Penalty: 4734.226074
	Iteration 59Q: 3 clusters Score -1151018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1151019.875000 Penalty: 4734.226074
	Iteration 60F: 3 clusters Score -1151020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1151021.625000 Penalty: 4734.226074
	Iteration 61Q: 3 clusters Score -1151022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1151020.625000 Penalty: 4734.226074
	Iteration 62Q: 3 clusters Score -1151021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1151020.625000 Penalty: 4734.226074
	Iteration 63F: 3 clusters Score -1151021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Entering Unmasked Estep 
Score: -2177852.500000 Penalty: 2525.433838
	Iteration 0F: 2 clusters Score -2177852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2159563.500000 Penalty: 5050.867676
	Iteration 0F: 3 clusters Score -2159564 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2166006.000000 Penalty: 5050.867676
	Iteration 1F: 3 clusters Score -2166006 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2166427.750000 Penalty: 5050.867676
	Iteration 2Q: 3 clusters Score -2166428 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2166807.250000 Penalty: 5050.867676
	Iteration 3Q: 3 clusters Score -2166807 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2167149.250000 Penalty: 5050.867676
	Iteration 4Q: 3 clusters Score -2167149 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2167509.000000 Penalty: 5050.867676
	Iteration 5Q: 3 clusters Score -2167509 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2167920.500000 Penalty: 5050.867676
	Iteration 6Q: 3 clusters Score -2167920 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2168381.250000 Penalty: 5050.867676
	Iteration 7Q: 3 clusters Score -2168381 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2168936.250000 Penalty: 5050.867676
	Iteration 8Q: 3 clusters Score -2168936 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2169617.000000 Penalty: 5050.867676
	Iteration 9Q: 3 clusters Score -2169617 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2170472.000000 Penalty: 5050.867676
	Iteration 10F: 3 clusters Score -2170472 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2171439.250000 Penalty: 5050.867676
	Iteration 11F: 3 clusters Score -2171439 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2172479.250000 Penalty: 5050.867676
	Iteration 12F: 3 clusters Score -2172479 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2173484.250000 Penalty: 5050.867676
	Iteration 13Q: 3 clusters Score -2173484 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2174271.750000 Penalty: 5050.867676
	Iteration 14Q: 3 clusters Score -2174272 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2174806.000000 Penalty: 5050.867676
	Iteration 15Q: 3 clusters Score -2174806 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2175180.750000 Penalty: 5050.867676
	Iteration 16Q: 3 clusters Score -2175181 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2175355.750000 Penalty: 5050.867676
	Iteration 17Q: 3 clusters Score -2175356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2175477.250000 Penalty: 5050.867676
	Iteration 18Q: 3 clusters Score -2175477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2175541.000000 Penalty: 5050.867676
	Iteration 19Q: 3 clusters Score -2175541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2175586.250000 Penalty: 5050.867676
	Iteration 20F: 3 clusters Score -2175586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2175618.750000 Penalty: 5050.867676
	Iteration 21Q: 3 clusters Score -2175619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2175644.750000 Penalty: 5050.867676
	Iteration 22Q: 3 clusters Score -2175645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2175651.250000 Penalty: 5050.867676
	Iteration 23Q: 3 clusters Score -2175651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2175655.000000 Penalty: 5050.867676
	Iteration 24Q: 3 clusters Score -2175655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2175658.500000 Penalty: 5050.867676
	Iteration 25Q: 3 clusters Score -2175658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2175659.000000 Penalty: 5050.867676
	Iteration 26Q: 3 clusters Score -2175659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2175666.750000 Penalty: 5050.867676
	Iteration 27Q: 3 clusters Score -2175667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2175668.500000 Penalty: 5050.867676
	Iteration 28Q: 3 clusters Score -2175668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2175672.000000 Penalty: 5050.867676
	Iteration 29Q: 3 clusters Score -2175672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2175674.500000 Penalty: 5050.867676
	Iteration 30Q: 3 clusters Score -2175674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2175677.000000 Penalty: 5050.867676
	Iteration 31Q: 3 clusters Score -2175677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2175679.000000 Penalty: 5050.867676
	Iteration 32Q: 3 clusters Score -2175679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2175679.000000 Penalty: 5050.867676
	Iteration 33F: 3 clusters Score -2175679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -364678.000000 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -364678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -360415.593750 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -360415.6 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -361526.906250 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -361526.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -361760.031250 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -361760 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -361946.531250 Penalty: 4185.858887
	Iteration 3F: 3 clusters Score -361946.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -362103.562500 Penalty: 4185.858887
	Iteration 4Q: 3 clusters Score -362103.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -362249.937500 Penalty: 4185.858887
	Iteration 5Q: 3 clusters Score -362249.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -362362.625000 Penalty: 4185.858887
	Iteration 6Q: 3 clusters Score -362362.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -362443.000000 Penalty: 4185.858887
	Iteration 7Q: 3 clusters Score -362443 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -362521.937500 Penalty: 4185.858887
	Iteration 8Q: 3 clusters Score -362521.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -362597.343750 Penalty: 4185.858887
	Iteration 9Q: 3 clusters Score -362597.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -362676.906250 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -362676.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -362737.156250 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -362737.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -362789.937500 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -362789.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -362832.031250 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -362832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -362862.750000 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -362862.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -362888.343750 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -362888.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -362911.375000 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -362911.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -362928.906250 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -362928.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -362945.156250 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -362945.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -362959.031250 Penalty: 4185.858887
	Iteration 19Q: 3 clusters Score -362959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -362969.343750 Penalty: 4185.858887
	Iteration 20F: 3 clusters Score -362969.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -362978.437500 Penalty: 4185.858887
	Iteration 21Q: 3 clusters Score -362978.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -362984.531250 Penalty: 4185.858887
	Iteration 22Q: 3 clusters Score -362984.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -362990.531250 Penalty: 4185.858887
	Iteration 23Q: 3 clusters Score -362990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -362992.531250 Penalty: 4185.858887
	Iteration 24Q: 3 clusters Score -362992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -362995.000000 Penalty: 4185.858887
	Iteration 25Q: 3 clusters Score -362995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -362997.812500 Penalty: 4185.858887
	Iteration 26Q: 3 clusters Score -362997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -362998.468750 Penalty: 4185.858887
	Iteration 27Q: 3 clusters Score -362998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -362998.125000 Penalty: 4185.858887
	Iteration 28Q: 3 clusters Score -362998.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -362998.125000 Penalty: 4185.858887
	Iteration 29F: 3 clusters Score -362998.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Entering Unmasked Estep 
Score: -1934430.875000 Penalty: 2485.385254
	Iteration 0F: 2 clusters Score -1934431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1918787.000000 Penalty: 4970.770508
	Iteration 0F: 3 clusters Score -1918787 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1924273.875000 Penalty: 4970.770508
	Iteration 1F: 3 clusters Score -1924274 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1924809.375000 Penalty: 4970.770508
	Iteration 2F: 3 clusters Score -1924809 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1925318.250000 Penalty: 4970.770508
	Iteration 3F: 3 clusters Score -1925318 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1925761.375000 Penalty: 4970.770508
	Iteration 4Q: 3 clusters Score -1925761 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1926167.375000 Penalty: 4970.770508
	Iteration 5Q: 3 clusters Score -1926167 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1926603.750000 Penalty: 4970.770508
	Iteration 6Q: 3 clusters Score -1926604 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1927065.500000 Penalty: 4970.770508
	Iteration 7Q: 3 clusters Score -1927066 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1927584.000000 Penalty: 4970.770508
	Iteration 8Q: 3 clusters Score -1927584 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1928182.750000 Penalty: 4970.770508
	Iteration 9Q: 3 clusters Score -1928183 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1928825.375000 Penalty: 4970.770508
	Iteration 10Q: 3 clusters Score -1928825 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1929381.500000 Penalty: 4970.770508
	Iteration 11Q: 3 clusters Score -1929382 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1929830.125000 Penalty: 4970.770508
	Iteration 12Q: 3 clusters Score -1929830 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1930154.625000 Penalty: 4970.770508
	Iteration 13Q: 3 clusters Score -1930155 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1930405.750000 Penalty: 4970.770508
	Iteration 14Q: 3 clusters Score -1930406 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1930571.500000 Penalty: 4970.770508
	Iteration 15Q: 3 clusters Score -1930572 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1930738.125000 Penalty: 4970.770508
	Iteration 16Q: 3 clusters Score -1930738 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1930879.625000 Penalty: 4970.770508
	Iteration 17Q: 3 clusters Score -1930880 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1931016.375000 Penalty: 4970.770508
	Iteration 18Q: 3 clusters Score -1931016 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1931135.375000 Penalty: 4970.770508
	Iteration 19Q: 3 clusters Score -1931135 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1931245.875000 Penalty: 4970.770508
	Iteration 20F: 3 clusters Score -1931246 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1931354.875000 Penalty: 4970.770508
	Iteration 21Q: 3 clusters Score -1931355 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1931455.750000 Penalty: 4970.770508
	Iteration 22Q: 3 clusters Score -1931456 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1931543.250000 Penalty: 4970.770508
	Iteration 23Q: 3 clusters Score -1931543 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1931626.750000 Penalty: 4970.770508
	Iteration 24Q: 3 clusters Score -1931627 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1931717.625000 Penalty: 4970.770508
	Iteration 25Q: 3 clusters Score -1931718 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1931824.000000 Penalty: 4970.770508
	Iteration 26Q: 3 clusters Score -1931824 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1931905.500000 Penalty: 4970.770508
	Iteration 27Q: 3 clusters Score -1931906 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1931976.625000 Penalty: 4970.770508
	Iteration 28Q: 3 clusters Score -1931977 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1932016.750000 Penalty: 4970.770508
	Iteration 29Q: 3 clusters Score -1932017 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1932071.500000 Penalty: 4970.770508
	Iteration 30Q: 3 clusters Score -1932072 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1932104.000000 Penalty: 4970.770508
	Iteration 31Q: 3 clusters Score -1932104 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1932135.875000 Penalty: 4970.770508
	Iteration 32Q: 3 clusters Score -1932136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1932173.875000 Penalty: 4970.770508
	Iteration 33Q: 3 clusters Score -1932174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1932196.500000 Penalty: 4970.770508
	Iteration 34Q: 3 clusters Score -1932196 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1932223.250000 Penalty: 4970.770508
	Iteration 35Q: 3 clusters Score -1932223 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1932247.375000 Penalty: 4970.770508
	Iteration 36Q: 3 clusters Score -1932247 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1932271.125000 Penalty: 4970.770508
	Iteration 37Q: 3 clusters Score -1932271 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1932298.500000 Penalty: 4970.770508
	Iteration 38Q: 3 clusters Score -1932298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1932306.750000 Penalty: 4970.770508
	Iteration 39Q: 3 clusters Score -1932307 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1932317.875000 Penalty: 4970.770508
	Iteration 40F: 3 clusters Score -1932318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1932334.875000 Penalty: 4970.770508
	Iteration 41Q: 3 clusters Score -1932335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1932342.125000 Penalty: 4970.770508
	Iteration 42Q: 3 clusters Score -1932342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1932358.625000 Penalty: 4970.770508
	Iteration 43Q: 3 clusters Score -1932359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1932364.500000 Penalty: 4970.770508
	Iteration 44Q: 3 clusters Score -1932364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1932378.500000 Penalty: 4970.770508
	Iteration 45Q: 3 clusters Score -1932378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1932390.000000 Penalty: 4970.770508
	Iteration 46Q: 3 clusters Score -1932390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1932385.000000 Penalty: 4970.770508
	Iteration 47Q: 3 clusters Score -1932385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1932395.125000 Penalty: 4970.770508
	Iteration 48Q: 3 clusters Score -1932395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1932408.750000 Penalty: 4970.770508
	Iteration 49Q: 3 clusters Score -1932409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1932423.125000 Penalty: 4970.770508
	Iteration 50Q: 3 clusters Score -1932423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1932431.625000 Penalty: 4970.770508
	Iteration 51Q: 3 clusters Score -1932432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1932438.875000 Penalty: 4970.770508
	Iteration 52Q: 3 clusters Score -1932439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1932443.625000 Penalty: 4970.770508
	Iteration 53Q: 3 clusters Score -1932444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1932440.500000 Penalty: 4970.770508
	Iteration 54Q: 3 clusters Score -1932440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1932447.000000 Penalty: 4970.770508
	Iteration 55Q: 3 clusters Score -1932447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1932450.500000 Penalty: 4970.770508
	Iteration 56Q: 3 clusters Score -1932450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1932452.500000 Penalty: 4970.770508
	Iteration 57Q: 3 clusters Score -1932452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1932454.375000 Penalty: 4970.770508
	Iteration 58Q: 3 clusters Score -1932454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1932452.625000 Penalty: 4970.770508
	Iteration 59Q: 3 clusters Score -1932453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1932457.000000 Penalty: 4970.770508
	Iteration 60F: 3 clusters Score -1932457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1932459.125000 Penalty: 4970.770508
	Iteration 61Q: 3 clusters Score -1932459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1932458.375000 Penalty: 4970.770508
	Iteration 62Q: 3 clusters Score -1932458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1932461.500000 Penalty: 4970.770508
	Iteration 63Q: 3 clusters Score -1932462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1932466.250000 Penalty: 4970.770508
	Iteration 64Q: 3 clusters Score -1932466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1932471.500000 Penalty: 4970.770508
	Iteration 65Q: 3 clusters Score -1932472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1932479 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1932474 nChanged 23
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Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1932480 nChanged 23
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Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1932482 nChanged 25
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Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1932486 nChanged 24
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Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 5730 members 
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	Iteration 71Q: 3 clusters Score -1932494 nChanged 27
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Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1932498 nChanged 34
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Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1932497 nChanged 35
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Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 5636 members 
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	Iteration 74Q: 3 clusters Score -1932502 nChanged 36
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Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 5600 members 
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Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1932515 nChanged 41
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Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1932522 nChanged 37
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Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1932531 nChanged 30
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Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1932532 nChanged 32
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Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1932535 nChanged 39
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Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1932552 nChanged 33
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Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1932551 nChanged 24
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Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1932548 nChanged 24
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Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1932545 nChanged 21
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Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1932551 nChanged 21
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Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 5267 members 
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	Iteration 86Q: 3 clusters Score -1932554 nChanged 13
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Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 5254 members 
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	Iteration 87Q: 3 clusters Score -1932562 nChanged 9
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Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1932564 nChanged 9
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Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1932563 nChanged 8
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Mstep: Class 1 contains 17282 members 
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	Iteration 90Q: 3 clusters Score -1932560 nChanged 6
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Mstep: Class 1 contains 17288 members 
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	Iteration 91Q: 3 clusters Score -1932564 nChanged 6
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Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 5216 members 
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	Iteration 92Q: 3 clusters Score -1932564 nChanged 8
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Mstep: Class 1 contains 17302 members 
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	Iteration 93Q: 3 clusters Score -1932566 nChanged 9
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Mstep: Class 1 contains 17311 members 
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	Iteration 94Q: 3 clusters Score -1932567 nChanged 10
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Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 5189 members 
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	Iteration 95Q: 3 clusters Score -1932573 nChanged 16
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Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1932578 nChanged 16
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Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 5157 members 
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	Iteration 97Q: 3 clusters Score -1932571 nChanged 9
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Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 5148 members 
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	Iteration 98Q: 3 clusters Score -1932572 nChanged 3
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Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 5145 members 
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	Iteration 99Q: 3 clusters Score -1932572 nChanged 4
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Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1932575 nChanged 5
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Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1932573 nChanged 5
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Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 5131 members 
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	Iteration 102Q: 3 clusters Score -1932572 nChanged 4
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Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 5127 members 
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	Iteration 103Q: 3 clusters Score -1932574 nChanged 1
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Mstep: Class 1 contains 17384 members 
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	Iteration 104Q: 3 clusters Score -1932575 nChanged 1
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Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 5125 members 
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	Iteration 105Q: 3 clusters Score -1932573 nChanged 1
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Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 5124 members 
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	Iteration 106Q: 3 clusters Score -1932573 nChanged 1
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Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 5123 members 
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	Iteration 107Q: 3 clusters Score -1932572 nChanged 2
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Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 5121 members 
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	Iteration 108Q: 3 clusters Score -1932570 nChanged 2
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Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1932575 nChanged 4
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Mstep: Class 1 contains 17395 members 
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	Iteration 110Q: 3 clusters Score -1932575 nChanged 7
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Mstep: Class 1 contains 17402 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1932575 nChanged 9
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Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 5099 members 
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	Iteration 112Q: 3 clusters Score -1932574 nChanged 10
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Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1932581 nChanged 13
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Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 5076 members 
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	Iteration 114Q: 3 clusters Score -1932584 nChanged 12
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Mstep: Class 1 contains 17446 members 
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	Iteration 115Q: 3 clusters Score -1932588 nChanged 10
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	Iteration 116Q: 3 clusters Score -1932589 nChanged 13
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Mstep: Class 1 contains 17469 members 
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	Iteration 117Q: 3 clusters Score -1932590 nChanged 11
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Mstep: Class 1 contains 17480 members 
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	Iteration 118Q: 3 clusters Score -1932586 nChanged 8
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	Iteration 119Q: 3 clusters Score -1932584 nChanged 3
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	Iteration 120F: 3 clusters Score -1932585 nChanged 5
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Mstep: Class 2 contains 5016 members 
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	Iteration 121Q: 3 clusters Score -1932588 nChanged 3
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	Iteration 122Q: 3 clusters Score -1932585 nChanged 2
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Mstep: Class 1 contains 17499 members 
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	Iteration 123Q: 3 clusters Score -1932584 nChanged 1
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	Iteration 124Q: 3 clusters Score -1932584 nChanged 3
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	Iteration 125Q: 3 clusters Score -1932587 nChanged 2
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	Iteration 126Q: 3 clusters Score -1932591 nChanged 1
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	Iteration 127Q: 3 clusters Score -1932590 nChanged 1
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	Iteration 128Q: 3 clusters Score -1932589 nChanged 1
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	Iteration 129Q: 3 clusters Score -1932591 nChanged 4
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Mstep: Class 1 contains 17512 members 
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	Iteration 130Q: 3 clusters Score -1932592 nChanged 7
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Mstep: Class 1 contains 17519 members 
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	Iteration 131Q: 3 clusters Score -1932586 nChanged 3
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	Iteration 132Q: 3 clusters Score -1932584 nChanged 5
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	Iteration 133Q: 3 clusters Score -1932589 nChanged 6
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	Iteration 134Q: 3 clusters Score -1932589 nChanged 5
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	Iteration 135Q: 3 clusters Score -1932591 nChanged 5
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	Iteration 136Q: 3 clusters Score -1932594 nChanged 8
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	Iteration 137Q: 3 clusters Score -1932599 nChanged 12
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	Iteration 138Q: 3 clusters Score -1932593 nChanged 13
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	Iteration 139Q: 3 clusters Score -1932595 nChanged 13
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	Iteration 140F: 3 clusters Score -1932596 nChanged 24
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	Iteration 141Q: 3 clusters Score -1932598 nChanged 29
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	Iteration 142Q: 3 clusters Score -1932604 nChanged 25
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	Iteration 143Q: 3 clusters Score -1932608 nChanged 23
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	Iteration 144Q: 3 clusters Score -1932606 nChanged 21
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	Iteration 145Q: 3 clusters Score -1932616 nChanged 18
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	Iteration 146Q: 3 clusters Score -1932619 nChanged 17
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	Iteration 147Q: 3 clusters Score -1932617 nChanged 14
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	Iteration 148Q: 3 clusters Score -1932618 nChanged 18
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	Iteration 149Q: 3 clusters Score -1932623 nChanged 11
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	Iteration 150Q: 3 clusters Score -1932624 nChanged 9
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	Iteration 151Q: 3 clusters Score -1932627 nChanged 11
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	Iteration 152Q: 3 clusters Score -1932629 nChanged 13
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	Iteration 153Q: 3 clusters Score -1932626 nChanged 10
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	Iteration 154Q: 3 clusters Score -1932630 nChanged 7
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	Iteration 155Q: 3 clusters Score -1932628 nChanged 7
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	Iteration 156Q: 3 clusters Score -1932627 nChanged 8
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	Iteration 157Q: 3 clusters Score -1932629 nChanged 10
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	Iteration 158Q: 3 clusters Score -1932634 nChanged 20
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	Iteration 159Q: 3 clusters Score -1932638 nChanged 21
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Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1932639.750000 Penalty: 4970.770508
	Iteration 160F: 3 clusters Score -1932640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1932644.500000 Penalty: 4970.770508
	Iteration 161Q: 3 clusters Score -1932644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1932643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1932650.125000 Penalty: 4970.770508
	Iteration 163Q: 3 clusters Score -1932650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1932651.000000 Penalty: 4970.770508
	Iteration 164Q: 3 clusters Score -1932651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1932653.250000 Penalty: 4970.770508
	Iteration 165Q: 3 clusters Score -1932653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1932650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1932648.750000 Penalty: 4970.770508
	Iteration 167Q: 3 clusters Score -1932649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1932652.875000 Penalty: 4970.770508
	Iteration 168Q: 3 clusters Score -1932653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1932656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1932656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1932657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1932651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1932658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1932657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1932656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1932659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1932662 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1932658 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1932659 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1932658 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1932660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1932660 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1932659 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1932657 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1932656 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1932655 nChanged 9
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Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1932661 nChanged 8
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Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1932664 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1932666 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1932669 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1932666 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1932666 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1932668 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1932674.500000 Penalty: 4970.770508
	Iteration 194Q: 3 clusters Score -1932674 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1932679.500000 Penalty: 4970.770508
	Iteration 195Q: 3 clusters Score -1932680 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1932678 nChanged 15
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Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1932675 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1932674 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1932675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1932681.250000 Penalty: 4970.770508
	Iteration 200F: 3 clusters Score -1932681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1932685 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 4230 members 
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	Iteration 202Q: 3 clusters Score -1932686 nChanged 11
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Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1932687 nChanged 11
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Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1932688 nChanged 14
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Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1932692.875000 Penalty: 4970.770508
	Iteration 205Q: 3 clusters Score -1932693 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1932697.500000 Penalty: 4970.770508
	Iteration 206Q: 3 clusters Score -1932698 nChanged 9
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Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1932698 nChanged 6
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Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1932696 nChanged 6
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Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1932691.750000 Penalty: 4970.770508
	Iteration 209Q: 3 clusters Score -1932692 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1932699.000000 Penalty: 4970.770508
	Iteration 210Q: 3 clusters Score -1932699 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1932699 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1932701 nChanged 14
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Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 4128 members 
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	Iteration 213Q: 3 clusters Score -1932707 nChanged 13
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Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1932711 nChanged 12
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Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1932706 nChanged 13
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Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 4094 members 
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	Iteration 216Q: 3 clusters Score -1932707 nChanged 13
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Mstep: Class 1 contains 18429 members 
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	Iteration 217Q: 3 clusters Score -1932704 nChanged 17
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Mstep: Class 1 contains 18446 members 
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	Iteration 218Q: 3 clusters Score -1932713 nChanged 19
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Mstep: Class 1 contains 18465 members 
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	Iteration 219Q: 3 clusters Score -1932718 nChanged 32
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Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1932730 nChanged 32
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Mstep: Class 1 contains 18523 members 
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	Iteration 221Q: 3 clusters Score -1932728 nChanged 39
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Mstep: Class 1 contains 18560 members 
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	Iteration 222Q: 3 clusters Score -1932737 nChanged 39
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Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 3913 members 
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	Iteration 223Q: 3 clusters Score -1932752 nChanged 49
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Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 3872 members 
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	Iteration 224Q: 3 clusters Score -1932760 nChanged 52
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Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 3828 members 
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	Iteration 225Q: 3 clusters Score -1932771 nChanged 55
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Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 3777 members 
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	Iteration 226Q: 3 clusters Score -1932785 nChanged 50
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	Iteration 227Q: 3 clusters Score -1932804 nChanged 57
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	Iteration 228Q: 3 clusters Score -1932817 nChanged 58
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Score: -1932824.000000 Penalty: 4970.770508
	Iteration 229Q: 3 clusters Score -1932824 nChanged 51
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Mstep: Class 1 contains 18931 members 
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	Iteration 230Q: 3 clusters Score -1932835 nChanged 43
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Mstep: Class 1 contains 18970 members 
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	Iteration 231Q: 3 clusters Score -1932846 nChanged 42
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	Iteration 232Q: 3 clusters Score -1932853 nChanged 41
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	Iteration 233Q: 3 clusters Score -1932865 nChanged 35
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Mstep: Class 1 contains 19074 members 
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	Iteration 234Q: 3 clusters Score -1932870 nChanged 30
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Mstep: Class 1 contains 19098 members 
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	Iteration 235Q: 3 clusters Score -1932875 nChanged 15
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Mstep: Class 1 contains 19111 members 
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	Iteration 236Q: 3 clusters Score -1932878 nChanged 11
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	Iteration 237Q: 3 clusters Score -1932875 nChanged 10
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Mstep: Class 2 contains 3378 members 
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	Iteration 238Q: 3 clusters Score -1932886 nChanged 9
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	Iteration 239Q: 3 clusters Score -1932884 nChanged 12
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	Iteration 240F: 3 clusters Score -1932884 nChanged 8
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	Iteration 241Q: 3 clusters Score -1932889 nChanged 10
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	Iteration 242Q: 3 clusters Score -1932890 nChanged 9
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	Iteration 243Q: 3 clusters Score -1932888 nChanged 6
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Mstep: Class 1 contains 19178 members 
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	Iteration 244Q: 3 clusters Score -1932893 nChanged 4
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	Iteration 245Q: 3 clusters Score -1932892 nChanged 9
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	Iteration 246Q: 3 clusters Score -1932893 nChanged 10
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	Iteration 247Q: 3 clusters Score -1932897 nChanged 12
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Mstep: Class 2 contains 3299 members 
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	Iteration 248Q: 3 clusters Score -1932892 nChanged 10
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	Iteration 249Q: 3 clusters Score -1932890 nChanged 9
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	Iteration 250Q: 3 clusters Score -1932895 nChanged 3
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Mstep: Class 2 contains 3279 members 
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	Iteration 251Q: 3 clusters Score -1932891 nChanged 1
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	Iteration 252Q: 3 clusters Score -1932892 nChanged 1
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	Iteration 253Q: 3 clusters Score -1932891 nChanged 3
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Mstep: Class 2 contains 3274 members 
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	Iteration 254Q: 3 clusters Score -1932892 nChanged 4
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	Iteration 255Q: 3 clusters Score -1932894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1932892.875000 Penalty: 4970.770508
	Iteration 256Q: 3 clusters Score -1932893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1932892.875000 Penalty: 4970.770508
	Iteration 257F: 3 clusters Score -1932893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Entering Unmasked Estep 
Score: -614460.812500 Penalty: 2212.554443
	Iteration 0F: 2 clusters Score -614460.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -608398.937500 Penalty: 4425.108887
	Iteration 0F: 3 clusters Score -608398.9 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -610004.500000 Penalty: 4425.108887
	Iteration 1F: 3 clusters Score -610004.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -610263.000000 Penalty: 4425.108887
	Iteration 2F: 3 clusters Score -610263 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -610449.625000 Penalty: 4425.108887
	Iteration 3Q: 3 clusters Score -610449.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -610596.500000 Penalty: 4425.108887
	Iteration 4Q: 3 clusters Score -610596.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -610722.312500 Penalty: 4425.108887
	Iteration 5Q: 3 clusters Score -610722.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -610831.000000 Penalty: 4425.108887
	Iteration 6Q: 3 clusters Score -610831 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -610928.437500 Penalty: 4425.108887
	Iteration 7Q: 3 clusters Score -610928.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -611008.625000 Penalty: 4425.108887
	Iteration 8Q: 3 clusters Score -611008.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -611082.625000 Penalty: 4425.108887
	Iteration 9Q: 3 clusters Score -611082.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -611138.625000 Penalty: 4425.108887
	Iteration 10Q: 3 clusters Score -611138.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -611204.562500 Penalty: 4425.108887
	Iteration 11Q: 3 clusters Score -611204.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -611261.125000 Penalty: 4425.108887
	Iteration 12Q: 3 clusters Score -611261.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -611310.500000 Penalty: 4425.108887
	Iteration 13Q: 3 clusters Score -611310.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -611367.750000 Penalty: 4425.108887
	Iteration 14Q: 3 clusters Score -611367.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -611418.937500 Penalty: 4425.108887
	Iteration 15Q: 3 clusters Score -611418.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -611470.437500 Penalty: 4425.108887
	Iteration 16Q: 3 clusters Score -611470.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -611512.437500 Penalty: 4425.108887
	Iteration 17Q: 3 clusters Score -611512.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -611561.125000 Penalty: 4425.108887
	Iteration 18Q: 3 clusters Score -611561.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -611629.937500 Penalty: 4425.108887
	Iteration 19Q: 3 clusters Score -611629.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -611712.937500 Penalty: 4425.108887
	Iteration 20F: 3 clusters Score -611712.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -611782.625000 Penalty: 4425.108887
	Iteration 21Q: 3 clusters Score -611782.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -611867.750000 Penalty: 4425.108887
	Iteration 22Q: 3 clusters Score -611867.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -611960.625000 Penalty: 4425.108887
	Iteration 23Q: 3 clusters Score -611960.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -612049.187500 Penalty: 4425.108887
	Iteration 24Q: 3 clusters Score -612049.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -612129.625000 Penalty: 4425.108887
	Iteration 25Q: 3 clusters Score -612129.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -612199.687500 Penalty: 4425.108887
	Iteration 26Q: 3 clusters Score -612199.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -612251.500000 Penalty: 4425.108887
	Iteration 27Q: 3 clusters Score -612251.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -612284.937500 Penalty: 4425.108887
	Iteration 28Q: 3 clusters Score -612284.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -612319.375000 Penalty: 4425.108887
	Iteration 29Q: 3 clusters Score -612319.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -612352.312500 Penalty: 4425.108887
	Iteration 30Q: 3 clusters Score -612352.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -612380.750000 Penalty: 4425.108887
	Iteration 31Q: 3 clusters Score -612380.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -612402.750000 Penalty: 4425.108887
	Iteration 32Q: 3 clusters Score -612402.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -612424.687500 Penalty: 4425.108887
	Iteration 33Q: 3 clusters Score -612424.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -612452.187500 Penalty: 4425.108887
	Iteration 34Q: 3 clusters Score -612452.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -612476.937500 Penalty: 4425.108887
	Iteration 35Q: 3 clusters Score -612476.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -612499.562500 Penalty: 4425.108887
	Iteration 36Q: 3 clusters Score -612499.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -612516.875000 Penalty: 4425.108887
	Iteration 37Q: 3 clusters Score -612516.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -612529.062500 Penalty: 4425.108887
	Iteration 38Q: 3 clusters Score -612529.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -612546.625000 Penalty: 4425.108887
	Iteration 39Q: 3 clusters Score -612546.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -612555.125000 Penalty: 4425.108887
	Iteration 40F: 3 clusters Score -612555.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -612561.250000 Penalty: 4425.108887
	Iteration 41Q: 3 clusters Score -612561.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -612570.687500 Penalty: 4425.108887
	Iteration 42Q: 3 clusters Score -612570.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -612576.625000 Penalty: 4425.108887
	Iteration 43Q: 3 clusters Score -612576.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -612583.937500 Penalty: 4425.108887
	Iteration 44Q: 3 clusters Score -612583.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -612593.875000 Penalty: 4425.108887
	Iteration 45Q: 3 clusters Score -612593.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -612604.125000 Penalty: 4425.108887
	Iteration 46Q: 3 clusters Score -612604.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -612613.812500 Penalty: 4425.108887
	Iteration 47Q: 3 clusters Score -612613.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -612618.937500 Penalty: 4425.108887
	Iteration 48Q: 3 clusters Score -612618.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -612624.500000 Penalty: 4425.108887
	Iteration 49Q: 3 clusters Score -612624.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -612626.750000 Penalty: 4425.108887
	Iteration 50Q: 3 clusters Score -612626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -612632.625000 Penalty: 4425.108887
	Iteration 51Q: 3 clusters Score -612632.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -612636.812500 Penalty: 4425.108887
	Iteration 52Q: 3 clusters Score -612636.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -612640.562500 Penalty: 4425.108887
	Iteration 53Q: 3 clusters Score -612640.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -612641.437500 Penalty: 4425.108887
	Iteration 54Q: 3 clusters Score -612641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -612644.875000 Penalty: 4425.108887
	Iteration 55Q: 3 clusters Score -612644.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -612647.937500 Penalty: 4425.108887
	Iteration 56Q: 3 clusters Score -612647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -612647.750000 Penalty: 4425.108887
	Iteration 57Q: 3 clusters Score -612647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -612648.750000 Penalty: 4425.108887
	Iteration 58Q: 3 clusters Score -612648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -612649.062500 Penalty: 4425.108887
	Iteration 59Q: 3 clusters Score -612649.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -612651.062500 Penalty: 4425.108887
	Iteration 60F: 3 clusters Score -612651.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -612654.000000 Penalty: 4425.108887
	Iteration 61Q: 3 clusters Score -612654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -612656.500000 Penalty: 4425.108887
	Iteration 62Q: 3 clusters Score -612656.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -612658.062500 Penalty: 4425.108887
	Iteration 63Q: 3 clusters Score -612658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -612660.750000 Penalty: 4425.108887
	Iteration 64Q: 3 clusters Score -612660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -612664.187500 Penalty: 4425.108887
	Iteration 65Q: 3 clusters Score -612664.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -612664.937500 Penalty: 4425.108887
	Iteration 66Q: 3 clusters Score -612664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -612667.250000 Penalty: 4425.108887
	Iteration 67Q: 3 clusters Score -612667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -612666.312500 Penalty: 4425.108887
	Iteration 68Q: 3 clusters Score -612666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -612668.812500 Penalty: 4425.108887
	Iteration 69Q: 3 clusters Score -612668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -612669.187500 Penalty: 4425.108887
	Iteration 70Q: 3 clusters Score -612669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -612670.187500 Penalty: 4425.108887
	Iteration 71Q: 3 clusters Score -612670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -612669.125000 Penalty: 4425.108887
	Iteration 72Q: 3 clusters Score -612669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -612669.812500 Penalty: 4425.108887
	Iteration 73Q: 3 clusters Score -612669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -612670.062500 Penalty: 4425.108887
	Iteration 74Q: 3 clusters Score -612670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -612668.812500 Penalty: 4425.108887
	Iteration 75Q: 3 clusters Score -612668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -612669.750000 Penalty: 4425.108887
	Iteration 76Q: 3 clusters Score -612669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -612669.750000 Penalty: 4425.108887
	Iteration 77F: 3 clusters Score -612669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Entering Unmasked Estep 
Score: -4067407.750000 Penalty: 2667.468750
	Iteration 0F: 2 clusters Score -4067408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4035886.250000 Penalty: 5334.937500
	Iteration 0F: 3 clusters Score -4035886 nChanged 21438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4047822.250000 Penalty: 5334.937500
	Iteration 1F: 3 clusters Score -4047822 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4048487.000000 Penalty: 5334.937500
	Iteration 2Q: 3 clusters Score -4048487 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -4049161.000000 Penalty: 5334.937500
	Iteration 3Q: 3 clusters Score -4049161 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4049904.750000 Penalty: 5334.937500
	Iteration 4Q: 3 clusters Score -4049905 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4050739.500000 Penalty: 5334.937500
	Iteration 5Q: 3 clusters Score -4050740 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4051975.750000 Penalty: 5334.937500
	Iteration 6F: 3 clusters Score -4051976 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -4053602.500000 Penalty: 5334.937500
	Iteration 7F: 3 clusters Score -4053602 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -4055788.250000 Penalty: 5334.937500
	Iteration 8F: 3 clusters Score -4055788 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -4058196.750000 Penalty: 5334.937500
	Iteration 9F: 3 clusters Score -4058197 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -4060348.500000 Penalty: 5334.937500
	Iteration 10F: 3 clusters Score -4060348 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -4062061.750000 Penalty: 5334.937500
	Iteration 11Q: 3 clusters Score -4062062 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -4063230.000000 Penalty: 5334.937500
	Iteration 12Q: 3 clusters Score -4063230 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -4064007.500000 Penalty: 5334.937500
	Iteration 13Q: 3 clusters Score -4064008 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -4064470.000000 Penalty: 5334.937500
	Iteration 14Q: 3 clusters Score -4064470 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4064717.750000 Penalty: 5334.937500
	Iteration 15Q: 3 clusters Score -4064718 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4064886.000000 Penalty: 5334.937500
	Iteration 16Q: 3 clusters Score -4064886 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4064982.750000 Penalty: 5334.937500
	Iteration 17Q: 3 clusters Score -4064983 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4065063.750000 Penalty: 5334.937500
	Iteration 18Q: 3 clusters Score -4065064 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -4065138.000000 Penalty: 5334.937500
	Iteration 19Q: 3 clusters Score -4065138 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -4065158.000000 Penalty: 5334.937500
	Iteration 20F: 3 clusters Score -4065158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4065165.000000 Penalty: 5334.937500
	Iteration 21Q: 3 clusters Score -4065165 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4065170.750000 Penalty: 5334.937500
	Iteration 22Q: 3 clusters Score -4065171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -4065179.500000 Penalty: 5334.937500
	Iteration 23Q: 3 clusters Score -4065180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -4065191.000000 Penalty: 5334.937500
	Iteration 24Q: 3 clusters Score -4065191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4065195.000000 Penalty: 5334.937500
	Iteration 25Q: 3 clusters Score -4065195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -4065195.000000 Penalty: 5334.937500
	Iteration 26Q: 3 clusters Score -4065195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4065197.250000 Penalty: 5334.937500
	Iteration 27Q: 3 clusters Score -4065197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -4065205.500000 Penalty: 5334.937500
	Iteration 28Q: 3 clusters Score -4065206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -4065211.500000 Penalty: 5334.937500
	Iteration 29Q: 3 clusters Score -4065212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -4065212.750000 Penalty: 5334.937500
	Iteration 30Q: 3 clusters Score -4065213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -4065224.000000 Penalty: 5334.937500
	Iteration 31Q: 3 clusters Score -4065224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4065223.250000 Penalty: 5334.937500
	Iteration 32Q: 3 clusters Score -4065223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -4065218.250000 Penalty: 5334.937500
	Iteration 33Q: 3 clusters Score -4065218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4065223.750000 Penalty: 5334.937500
	Iteration 34Q: 3 clusters Score -4065224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4065224.750000 Penalty: 5334.937500
	Iteration 35Q: 3 clusters Score -4065225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -4065220.000000 Penalty: 5334.937500
	Iteration 36Q: 3 clusters Score -4065220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -4065221.500000 Penalty: 5334.937500
	Iteration 37Q: 3 clusters Score -4065222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4065219.250000 Penalty: 5334.937500
	Iteration 38Q: 3 clusters Score -4065219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4065220.000000 Penalty: 5334.937500
	Iteration 39Q: 3 clusters Score -4065220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4065215.250000 Penalty: 5334.937500
	Iteration 40F: 3 clusters Score -4065215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -4065214.750000 Penalty: 5334.937500
	Iteration 41Q: 3 clusters Score -4065215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4065216.750000 Penalty: 5334.937500
	Iteration 42Q: 3 clusters Score -4065217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -4065212.500000 Penalty: 5334.937500
	Iteration 43Q: 3 clusters Score -4065212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4065214.500000 Penalty: 5334.937500
	Iteration 44Q: 3 clusters Score -4065214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4065217.500000 Penalty: 5334.937500
	Iteration 45Q: 3 clusters Score -4065218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -4065217.250000 Penalty: 5334.937500
	Iteration 46Q: 3 clusters Score -4065217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -4065216.500000 Penalty: 5334.937500
	Iteration 47Q: 3 clusters Score -4065216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -4065220.750000 Penalty: 5334.937500
	Iteration 48Q: 3 clusters Score -4065221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -4065216.750000 Penalty: 5334.937500
	Iteration 49Q: 3 clusters Score -4065217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -4065215.500000 Penalty: 5334.937500
	Iteration 50Q: 3 clusters Score -4065216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4065219.750000 Penalty: 5334.937500
	Iteration 51Q: 3 clusters Score -4065220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -4065216.250000 Penalty: 5334.937500
	Iteration 52Q: 3 clusters Score -4065216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4065217.000000 Penalty: 5334.937500
	Iteration 53Q: 3 clusters Score -4065217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4065221.750000 Penalty: 5334.937500
	Iteration 54Q: 3 clusters Score -4065222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -4065227.250000 Penalty: 5334.937500
	Iteration 55Q: 3 clusters Score -4065227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -4065227.000000 Penalty: 5334.937500
	Iteration 56Q: 3 clusters Score -4065227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -4065221.750000 Penalty: 5334.937500
	Iteration 57Q: 3 clusters Score -4065222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4065219.250000 Penalty: 5334.937500
	Iteration 58Q: 3 clusters Score -4065219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4065217.500000 Penalty: 5334.937500
	Iteration 59Q: 3 clusters Score -4065218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4065226.500000 Penalty: 5334.937500
	Iteration 60F: 3 clusters Score -4065226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -4065223.750000 Penalty: 5334.937500
	Iteration 61Q: 3 clusters Score -4065224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -4065224.250000 Penalty: 5334.937500
	Iteration 62Q: 3 clusters Score -4065224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -4065226.250000 Penalty: 5334.937500
	Iteration 63Q: 3 clusters Score -4065226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4065227.500000 Penalty: 5334.937500
	Iteration 64Q: 3 clusters Score -4065228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -4065225.000000 Penalty: 5334.937500
	Iteration 65Q: 3 clusters Score -4065225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4065225.750000 Penalty: 5334.937500
	Iteration 66Q: 3 clusters Score -4065226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4065225.000000 Penalty: 5334.937500
	Iteration 67Q: 3 clusters Score -4065225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4065225.500000 Penalty: 5334.937500
	Iteration 68Q: 3 clusters Score -4065226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4065227.750000 Penalty: 5334.937500
	Iteration 69Q: 3 clusters Score -4065228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -4065230.000000 Penalty: 5334.937500
	Iteration 70Q: 3 clusters Score -4065230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -4065225.000000 Penalty: 5334.937500
	Iteration 71Q: 3 clusters Score -4065225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4065229.500000 Penalty: 5334.937500
	Iteration 72Q: 3 clusters Score -4065230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4065228.250000 Penalty: 5334.937500
	Iteration 73Q: 3 clusters Score -4065228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4065228.250000 Penalty: 5334.937500
	Iteration 74F: 3 clusters Score -4065228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Entering Unmasked Estep 
Score: -763819.937500 Penalty: 2266.859131
	Iteration 0F: 2 clusters Score -763819.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -756576.562500 Penalty: 4533.718262
	Iteration 0F: 3 clusters Score -756576.6 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -758669.250000 Penalty: 4533.718262
	Iteration 1F: 3 clusters Score -758669.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -759193.000000 Penalty: 4533.718262
	Iteration 2F: 3 clusters Score -759193 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -759779.687500 Penalty: 4533.718262
	Iteration 3F: 3 clusters Score -759779.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -760466.000000 Penalty: 4533.718262
	Iteration 4F: 3 clusters Score -760466 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -761072.062500 Penalty: 4533.718262
	Iteration 5F: 3 clusters Score -761072.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -761476.250000 Penalty: 4533.718262
	Iteration 6F: 3 clusters Score -761476.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -761760.625000 Penalty: 4533.718262
	Iteration 7Q: 3 clusters Score -761760.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -761958.062500 Penalty: 4533.718262
	Iteration 8Q: 3 clusters Score -761958.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -762089.812500 Penalty: 4533.718262
	Iteration 9Q: 3 clusters Score -762089.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -762176.250000 Penalty: 4533.718262
	Iteration 10Q: 3 clusters Score -762176.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -762237.937500 Penalty: 4533.718262
	Iteration 11Q: 3 clusters Score -762237.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -762292.000000 Penalty: 4533.718262
	Iteration 12Q: 3 clusters Score -762292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -762332.250000 Penalty: 4533.718262
	Iteration 13Q: 3 clusters Score -762332.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -762368.500000 Penalty: 4533.718262
	Iteration 14Q: 3 clusters Score -762368.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -762394.000000 Penalty: 4533.718262
	Iteration 15Q: 3 clusters Score -762394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -762413.187500 Penalty: 4533.718262
	Iteration 16Q: 3 clusters Score -762413.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -762430.250000 Penalty: 4533.718262
	Iteration 17Q: 3 clusters Score -762430.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -762449.687500 Penalty: 4533.718262
	Iteration 18Q: 3 clusters Score -762449.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -762460.750000 Penalty: 4533.718262
	Iteration 19Q: 3 clusters Score -762460.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -762475.250000 Penalty: 4533.718262
	Iteration 20F: 3 clusters Score -762475.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -762482.687500 Penalty: 4533.718262
	Iteration 21Q: 3 clusters Score -762482.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -762490.375000 Penalty: 4533.718262
	Iteration 22Q: 3 clusters Score -762490.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -762498.125000 Penalty: 4533.718262
	Iteration 23Q: 3 clusters Score -762498.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -762508.625000 Penalty: 4533.718262
	Iteration 24Q: 3 clusters Score -762508.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -762523.062500 Penalty: 4533.718262
	Iteration 25Q: 3 clusters Score -762523.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -762535.812500 Penalty: 4533.718262
	Iteration 26Q: 3 clusters Score -762535.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -762547.812500 Penalty: 4533.718262
	Iteration 27Q: 3 clusters Score -762547.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -762555.375000 Penalty: 4533.718262
	Iteration 28Q: 3 clusters Score -762555.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -762564.312500 Penalty: 4533.718262
	Iteration 29Q: 3 clusters Score -762564.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -762574.812500 Penalty: 4533.718262
	Iteration 30Q: 3 clusters Score -762574.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -762584.750000 Penalty: 4533.718262
	Iteration 31Q: 3 clusters Score -762584.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -762590.937500 Penalty: 4533.718262
	Iteration 32Q: 3 clusters Score -762590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -762594.187500 Penalty: 4533.718262
	Iteration 33Q: 3 clusters Score -762594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -762599.250000 Penalty: 4533.718262
	Iteration 34Q: 3 clusters Score -762599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -762607.062500 Penalty: 4533.718262
	Iteration 35Q: 3 clusters Score -762607.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -762608.562500 Penalty: 4533.718262
	Iteration 36Q: 3 clusters Score -762608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -762611.687500 Penalty: 4533.718262
	Iteration 37Q: 3 clusters Score -762611.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -762614.187500 Penalty: 4533.718262
	Iteration 38Q: 3 clusters Score -762614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -762615.125000 Penalty: 4533.718262
	Iteration 39Q: 3 clusters Score -762615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -762619.375000 Penalty: 4533.718262
	Iteration 40F: 3 clusters Score -762619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -762619.687500 Penalty: 4533.718262
	Iteration 41Q: 3 clusters Score -762619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -762622.812500 Penalty: 4533.718262
	Iteration 42Q: 3 clusters Score -762622.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -762624.937500 Penalty: 4533.718262
	Iteration 43Q: 3 clusters Score -762624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -762627.125000 Penalty: 4533.718262
	Iteration 44Q: 3 clusters Score -762627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -762627.625000 Penalty: 4533.718262
	Iteration 45Q: 3 clusters Score -762627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -762629.000000 Penalty: 4533.718262
	Iteration 46Q: 3 clusters Score -762629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -762630.562500 Penalty: 4533.718262
	Iteration 47Q: 3 clusters Score -762630.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -762631.937500 Penalty: 4533.718262
	Iteration 48Q: 3 clusters Score -762631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -762634.500000 Penalty: 4533.718262
	Iteration 49Q: 3 clusters Score -762634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -762633.750000 Penalty: 4533.718262
	Iteration 50Q: 3 clusters Score -762633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -762632.937500 Penalty: 4533.718262
	Iteration 51Q: 3 clusters Score -762632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -762634.062500 Penalty: 4533.718262
	Iteration 52Q: 3 clusters Score -762634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -762636.312500 Penalty: 4533.718262
	Iteration 53Q: 3 clusters Score -762636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -762635.625000 Penalty: 4533.718262
	Iteration 54Q: 3 clusters Score -762635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -762635.812500 Penalty: 4533.718262
	Iteration 55Q: 3 clusters Score -762635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -762635.812500 Penalty: 4533.718262
	Iteration 56F: 3 clusters Score -762635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Entering Unmasked Estep 
Score: -591216.437500 Penalty: 2185.769531
	Iteration 0F: 2 clusters Score -591216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -585618.125000 Penalty: 4371.539062
	Iteration 0F: 3 clusters Score -585618.1 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -587086.937500 Penalty: 4371.539062
	Iteration 1F: 3 clusters Score -587086.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -587310.125000 Penalty: 4371.539062
	Iteration 2F: 3 clusters Score -587310.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -587449.187500 Penalty: 4371.539062
	Iteration 3Q: 3 clusters Score -587449.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -587554.937500 Penalty: 4371.539062
	Iteration 4Q: 3 clusters Score -587554.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -587636.375000 Penalty: 4371.539062
	Iteration 5Q: 3 clusters Score -587636.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -587716.375000 Penalty: 4371.539062
	Iteration 6Q: 3 clusters Score -587716.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -587795.562500 Penalty: 4371.539062
	Iteration 7Q: 3 clusters Score -587795.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -587875.000000 Penalty: 4371.539062
	Iteration 8Q: 3 clusters Score -587875 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -587961.562500 Penalty: 4371.539062
	Iteration 9Q: 3 clusters Score -587961.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -588061.937500 Penalty: 4371.539062
	Iteration 10Q: 3 clusters Score -588061.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -588167.812500 Penalty: 4371.539062
	Iteration 11Q: 3 clusters Score -588167.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -588280.312500 Penalty: 4371.539062
	Iteration 12Q: 3 clusters Score -588280.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -588385.937500 Penalty: 4371.539062
	Iteration 13Q: 3 clusters Score -588385.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -588507.687500 Penalty: 4371.539062
	Iteration 14Q: 3 clusters Score -588507.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -588631.562500 Penalty: 4371.539062
	Iteration 15Q: 3 clusters Score -588631.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -588748.062500 Penalty: 4371.539062
	Iteration 16Q: 3 clusters Score -588748.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -588836.937500 Penalty: 4371.539062
	Iteration 17Q: 3 clusters Score -588836.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -588897.062500 Penalty: 4371.539062
	Iteration 18Q: 3 clusters Score -588897.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -588951.187500 Penalty: 4371.539062
	Iteration 19Q: 3 clusters Score -588951.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -588995.937500 Penalty: 4371.539062
	Iteration 20F: 3 clusters Score -588995.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -589028.562500 Penalty: 4371.539062
	Iteration 21Q: 3 clusters Score -589028.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -589057.500000 Penalty: 4371.539062
	Iteration 22Q: 3 clusters Score -589057.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -589089.062500 Penalty: 4371.539062
	Iteration 23Q: 3 clusters Score -589089.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -589114.375000 Penalty: 4371.539062
	Iteration 24Q: 3 clusters Score -589114.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -589137.125000 Penalty: 4371.539062
	Iteration 25Q: 3 clusters Score -589137.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -589160.000000 Penalty: 4371.539062
	Iteration 26Q: 3 clusters Score -589160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -589184.250000 Penalty: 4371.539062
	Iteration 27Q: 3 clusters Score -589184.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -589205.625000 Penalty: 4371.539062
	Iteration 28Q: 3 clusters Score -589205.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -589221.312500 Penalty: 4371.539062
	Iteration 29Q: 3 clusters Score -589221.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -589236.187500 Penalty: 4371.539062
	Iteration 30Q: 3 clusters Score -589236.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -589250.937500 Penalty: 4371.539062
	Iteration 31Q: 3 clusters Score -589250.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -589264.187500 Penalty: 4371.539062
	Iteration 32Q: 3 clusters Score -589264.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -589274.750000 Penalty: 4371.539062
	Iteration 33Q: 3 clusters Score -589274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -589279.000000 Penalty: 4371.539062
	Iteration 34Q: 3 clusters Score -589279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -589286.687500 Penalty: 4371.539062
	Iteration 35Q: 3 clusters Score -589286.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -589289.125000 Penalty: 4371.539062
	Iteration 36Q: 3 clusters Score -589289.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -589294.125000 Penalty: 4371.539062
	Iteration 37Q: 3 clusters Score -589294.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -589299.625000 Penalty: 4371.539062
	Iteration 38Q: 3 clusters Score -589299.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -589303.125000 Penalty: 4371.539062
	Iteration 39Q: 3 clusters Score -589303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -589306.312500 Penalty: 4371.539062
	Iteration 40F: 3 clusters Score -589306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -589308.437500 Penalty: 4371.539062
	Iteration 41Q: 3 clusters Score -589308.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -589316.187500 Penalty: 4371.539062
	Iteration 42Q: 3 clusters Score -589316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -589321.062500 Penalty: 4371.539062
	Iteration 43Q: 3 clusters Score -589321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -589326.375000 Penalty: 4371.539062
	Iteration 44Q: 3 clusters Score -589326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -589329.125000 Penalty: 4371.539062
	Iteration 45Q: 3 clusters Score -589329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -589334.812500 Penalty: 4371.539062
	Iteration 46Q: 3 clusters Score -589334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -589335.937500 Penalty: 4371.539062
	Iteration 47Q: 3 clusters Score -589335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -589337.062500 Penalty: 4371.539062
	Iteration 48Q: 3 clusters Score -589337.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -589337.062500 Penalty: 4371.539062
	Iteration 49F: 3 clusters Score -589337.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Entering Unmasked Estep 
Score: -533591.812500 Penalty: 2199.366455
	Iteration 0F: 2 clusters Score -533591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -527799.187500 Penalty: 4398.732910
	Iteration 0F: 3 clusters Score -527799.2 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -529435.625000 Penalty: 4398.732910
	Iteration 1F: 3 clusters Score -529435.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -529736.125000 Penalty: 4398.732910
	Iteration 2F: 3 clusters Score -529736.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -529954.187500 Penalty: 4398.732910
	Iteration 3F: 3 clusters Score -529954.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -530175.500000 Penalty: 4398.732910
	Iteration 4Q: 3 clusters Score -530175.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -530356.500000 Penalty: 4398.732910
	Iteration 5Q: 3 clusters Score -530356.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -530518.125000 Penalty: 4398.732910
	Iteration 6Q: 3 clusters Score -530518.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -530662.937500 Penalty: 4398.732910
	Iteration 7Q: 3 clusters Score -530662.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -530796.000000 Penalty: 4398.732910
	Iteration 8Q: 3 clusters Score -530796 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -530925.375000 Penalty: 4398.732910
	Iteration 9Q: 3 clusters Score -530925.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -531036.062500 Penalty: 4398.732910
	Iteration 10Q: 3 clusters Score -531036.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -531154.687500 Penalty: 4398.732910
	Iteration 11Q: 3 clusters Score -531154.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -531293.250000 Penalty: 4398.732910
	Iteration 12Q: 3 clusters Score -531293.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -531443.750000 Penalty: 4398.732910
	Iteration 13Q: 3 clusters Score -531443.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -531588.062500 Penalty: 4398.732910
	Iteration 14Q: 3 clusters Score -531588.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -531723.937500 Penalty: 4398.732910
	Iteration 15Q: 3 clusters Score -531723.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -531861.625000 Penalty: 4398.732910
	Iteration 16Q: 3 clusters Score -531861.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -532001.000000 Penalty: 4398.732910
	Iteration 17Q: 3 clusters Score -532001 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -532147.875000 Penalty: 4398.732910
	Iteration 18Q: 3 clusters Score -532147.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -532250.125000 Penalty: 4398.732910
	Iteration 19Q: 3 clusters Score -532250.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -532330.312500 Penalty: 4398.732910
	Iteration 20F: 3 clusters Score -532330.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -532398.187500 Penalty: 4398.732910
	Iteration 21Q: 3 clusters Score -532398.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -532477.312500 Penalty: 4398.732910
	Iteration 22Q: 3 clusters Score -532477.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -532531.312500 Penalty: 4398.732910
	Iteration 23Q: 3 clusters Score -532531.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -532552.187500 Penalty: 4398.732910
	Iteration 24Q: 3 clusters Score -532552.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -532562.000000 Penalty: 4398.732910
	Iteration 25Q: 3 clusters Score -532562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -532568.000000 Penalty: 4398.732910
	Iteration 26Q: 3 clusters Score -532568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -532572.812500 Penalty: 4398.732910
	Iteration 27Q: 3 clusters Score -532572.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -532574.125000 Penalty: 4398.732910
	Iteration 28Q: 3 clusters Score -532574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -532576.562500 Penalty: 4398.732910
	Iteration 29Q: 3 clusters Score -532576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -532576.250000 Penalty: 4398.732910
	Iteration 30Q: 3 clusters Score -532576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -532576.187500 Penalty: 4398.732910
	Iteration 31Q: 3 clusters Score -532576.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -532576.187500 Penalty: 4398.732910
	Iteration 32F: 3 clusters Score -532576.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -432068.468750 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -432068.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -427257.718750 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -427257.7 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -428548.781250 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -428548.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -428825.312500 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -428825.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -429018.437500 Penalty: 4273.511719
	Iteration 3F: 3 clusters Score -429018.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -429225.906250 Penalty: 4273.511719
	Iteration 4Q: 3 clusters Score -429225.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -429436.468750 Penalty: 4273.511719
	Iteration 5Q: 3 clusters Score -429436.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -429688.593750 Penalty: 4273.511719
	Iteration 6Q: 3 clusters Score -429688.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -429958.187500 Penalty: 4273.511719
	Iteration 7F: 3 clusters Score -429958.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -430186.062500 Penalty: 4273.511719
	Iteration 8Q: 3 clusters Score -430186.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -430377.968750 Penalty: 4273.511719
	Iteration 9Q: 3 clusters Score -430378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -430512.843750 Penalty: 4273.511719
	Iteration 10Q: 3 clusters Score -430512.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -430577.562500 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -430577.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -430614.562500 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -430614.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -430634.531250 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -430634.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -430647.312500 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -430647.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -430658.218750 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -430658.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -430669.343750 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -430669.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -430681.250000 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -430681.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -430689.437500 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -430689.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -430693.625000 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -430693.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -430695.656250 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -430695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -430700.187500 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -430700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -430704.531250 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -430704.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -430708.250000 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -430708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -430708.281250 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -430708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -430710.218750 Penalty: 4273.511719
	Iteration 25Q: 3 clusters Score -430710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -430711.281250 Penalty: 4273.511719
	Iteration 26Q: 3 clusters Score -430711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -430711.500000 Penalty: 4273.511719
	Iteration 27Q: 3 clusters Score -430711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -430711.500000 Penalty: 4273.511719
	Iteration 28F: 3 clusters Score -430711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Entering Unmasked Estep 
Score: -1070723.500000 Penalty: 2333.885742
	Iteration 0F: 2 clusters Score -1070724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1061665.625000 Penalty: 4667.771484
	Iteration 0F: 3 clusters Score -1061666 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1064407.875000 Penalty: 4667.771484
	Iteration 1F: 3 clusters Score -1064408 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1064834.125000 Penalty: 4667.771484
	Iteration 2F: 3 clusters Score -1064834 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1065280.250000 Penalty: 4667.771484
	Iteration 3F: 3 clusters Score -1065280 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1065747.500000 Penalty: 4667.771484
	Iteration 4F: 3 clusters Score -1065748 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1066268.250000 Penalty: 4667.771484
	Iteration 5F: 3 clusters Score -1066268 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1066764.000000 Penalty: 4667.771484
	Iteration 6F: 3 clusters Score -1066764 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1067149.000000 Penalty: 4667.771484
	Iteration 7F: 3 clusters Score -1067149 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1067451.875000 Penalty: 4667.771484
	Iteration 8Q: 3 clusters Score -1067452 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1067680.250000 Penalty: 4667.771484
	Iteration 9Q: 3 clusters Score -1067680 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1067879.250000 Penalty: 4667.771484
	Iteration 10Q: 3 clusters Score -1067879 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1068046.250000 Penalty: 4667.771484
	Iteration 11Q: 3 clusters Score -1068046 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1068184.250000 Penalty: 4667.771484
	Iteration 12Q: 3 clusters Score -1068184 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1068300.875000 Penalty: 4667.771484
	Iteration 13Q: 3 clusters Score -1068301 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1068410.250000 Penalty: 4667.771484
	Iteration 14Q: 3 clusters Score -1068410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1068501.250000 Penalty: 4667.771484
	Iteration 15Q: 3 clusters Score -1068501 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1068583.125000 Penalty: 4667.771484
	Iteration 16Q: 3 clusters Score -1068583 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1068633.375000 Penalty: 4667.771484
	Iteration 17Q: 3 clusters Score -1068633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1068677.250000 Penalty: 4667.771484
	Iteration 18Q: 3 clusters Score -1068677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1068722.250000 Penalty: 4667.771484
	Iteration 19Q: 3 clusters Score -1068722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1068751.625000 Penalty: 4667.771484
	Iteration 20F: 3 clusters Score -1068752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1068774.625000 Penalty: 4667.771484
	Iteration 21Q: 3 clusters Score -1068775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1068790.375000 Penalty: 4667.771484
	Iteration 22Q: 3 clusters Score -1068790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1068797.375000 Penalty: 4667.771484
	Iteration 23Q: 3 clusters Score -1068797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1068804.625000 Penalty: 4667.771484
	Iteration 24Q: 3 clusters Score -1068805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1068812.000000 Penalty: 4667.771484
	Iteration 25Q: 3 clusters Score -1068812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1068818.750000 Penalty: 4667.771484
	Iteration 26Q: 3 clusters Score -1068819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1068827.000000 Penalty: 4667.771484
	Iteration 27Q: 3 clusters Score -1068827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1068832.750000 Penalty: 4667.771484
	Iteration 28Q: 3 clusters Score -1068833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1068833.750000 Penalty: 4667.771484
	Iteration 29Q: 3 clusters Score -1068834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1068838.750000 Penalty: 4667.771484
	Iteration 30Q: 3 clusters Score -1068839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1068841.625000 Penalty: 4667.771484
	Iteration 31Q: 3 clusters Score -1068842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1068844.750000 Penalty: 4667.771484
	Iteration 32Q: 3 clusters Score -1068845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1068851.750000 Penalty: 4667.771484
	Iteration 33Q: 3 clusters Score -1068852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1068854.625000 Penalty: 4667.771484
	Iteration 34Q: 3 clusters Score -1068855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1068857.250000 Penalty: 4667.771484
	Iteration 35Q: 3 clusters Score -1068857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1068862.500000 Penalty: 4667.771484
	Iteration 36Q: 3 clusters Score -1068862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1068864.250000 Penalty: 4667.771484
	Iteration 37Q: 3 clusters Score -1068864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1068865.500000 Penalty: 4667.771484
	Iteration 38Q: 3 clusters Score -1068866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1068871.750000 Penalty: 4667.771484
	Iteration 39Q: 3 clusters Score -1068872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1068875.875000 Penalty: 4667.771484
	Iteration 40F: 3 clusters Score -1068876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1068878.875000 Penalty: 4667.771484
	Iteration 41Q: 3 clusters Score -1068879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1068885.250000 Penalty: 4667.771484
	Iteration 42Q: 3 clusters Score -1068885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1068894.000000 Penalty: 4667.771484
	Iteration 43Q: 3 clusters Score -1068894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1068904.750000 Penalty: 4667.771484
	Iteration 44Q: 3 clusters Score -1068905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1068913.375000 Penalty: 4667.771484
	Iteration 45Q: 3 clusters Score -1068913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1068920.250000 Penalty: 4667.771484
	Iteration 46Q: 3 clusters Score -1068920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1068924.625000 Penalty: 4667.771484
	Iteration 47Q: 3 clusters Score -1068925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1068927.875000 Penalty: 4667.771484
	Iteration 48Q: 3 clusters Score -1068928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1068928.000000 Penalty: 4667.771484
	Iteration 49Q: 3 clusters Score -1068928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1068930.000000 Penalty: 4667.771484
	Iteration 50Q: 3 clusters Score -1068930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1068930.500000 Penalty: 4667.771484
	Iteration 51Q: 3 clusters Score -1068930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1068931.375000 Penalty: 4667.771484
	Iteration 52Q: 3 clusters Score -1068931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1068931.875000 Penalty: 4667.771484
	Iteration 53Q: 3 clusters Score -1068932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1068932.375000 Penalty: 4667.771484
	Iteration 54Q: 3 clusters Score -1068932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1068934.625000 Penalty: 4667.771484
	Iteration 55Q: 3 clusters Score -1068935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1068933.000000 Penalty: 4667.771484
	Iteration 56Q: 3 clusters Score -1068933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1068932.500000 Penalty: 4667.771484
	Iteration 57Q: 3 clusters Score -1068932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1068934.625000 Penalty: 4667.771484
	Iteration 58Q: 3 clusters Score -1068935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1068934.625000 Penalty: 4667.771484
	Iteration 59F: 3 clusters Score -1068935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Entering Unmasked Estep 
Score: -1417594.625000 Penalty: 2404.341309
	Iteration 0F: 2 clusters Score -1417595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1405903.625000 Penalty: 4808.682617
	Iteration 0F: 3 clusters Score -1405904 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1409620.250000 Penalty: 4808.682617
	Iteration 1F: 3 clusters Score -1409620 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1410064.500000 Penalty: 4808.682617
	Iteration 2F: 3 clusters Score -1410064 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1410421.625000 Penalty: 4808.682617
	Iteration 3F: 3 clusters Score -1410422 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1410738.500000 Penalty: 4808.682617
	Iteration 4Q: 3 clusters Score -1410738 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1411025.000000 Penalty: 4808.682617
	Iteration 5Q: 3 clusters Score -1411025 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1411282.750000 Penalty: 4808.682617
	Iteration 6Q: 3 clusters Score -1411283 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1411539.625000 Penalty: 4808.682617
	Iteration 7Q: 3 clusters Score -1411540 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1411794.875000 Penalty: 4808.682617
	Iteration 8Q: 3 clusters Score -1411795 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1412021.500000 Penalty: 4808.682617
	Iteration 9Q: 3 clusters Score -1412022 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1412231.125000 Penalty: 4808.682617
	Iteration 10Q: 3 clusters Score -1412231 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1412389.750000 Penalty: 4808.682617
	Iteration 11Q: 3 clusters Score -1412390 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1412525.625000 Penalty: 4808.682617
	Iteration 12Q: 3 clusters Score -1412526 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1412657.375000 Penalty: 4808.682617
	Iteration 13Q: 3 clusters Score -1412657 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1412790.500000 Penalty: 4808.682617
	Iteration 14Q: 3 clusters Score -1412790 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1412922.000000 Penalty: 4808.682617
	Iteration 15Q: 3 clusters Score -1412922 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1413059.625000 Penalty: 4808.682617
	Iteration 16Q: 3 clusters Score -1413060 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1413188.500000 Penalty: 4808.682617
	Iteration 17Q: 3 clusters Score -1413188 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1413331.500000 Penalty: 4808.682617
	Iteration 18Q: 3 clusters Score -1413332 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1413477.250000 Penalty: 4808.682617
	Iteration 19Q: 3 clusters Score -1413477 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1413632.375000 Penalty: 4808.682617
	Iteration 20F: 3 clusters Score -1413632 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1413823.625000 Penalty: 4808.682617
	Iteration 21Q: 3 clusters Score -1413824 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1414022.375000 Penalty: 4808.682617
	Iteration 22Q: 3 clusters Score -1414022 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1414216.500000 Penalty: 4808.682617
	Iteration 23Q: 3 clusters Score -1414216 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1414392.875000 Penalty: 4808.682617
	Iteration 24Q: 3 clusters Score -1414393 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1414490.875000 Penalty: 4808.682617
	Iteration 25Q: 3 clusters Score -1414491 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1414566.500000 Penalty: 4808.682617
	Iteration 26Q: 3 clusters Score -1414566 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1414619.875000 Penalty: 4808.682617
	Iteration 27Q: 3 clusters Score -1414620 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1414671.500000 Penalty: 4808.682617
	Iteration 28Q: 3 clusters Score -1414672 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1414707.875000 Penalty: 4808.682617
	Iteration 29Q: 3 clusters Score -1414708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1414745.375000 Penalty: 4808.682617
	Iteration 30Q: 3 clusters Score -1414745 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1414779.250000 Penalty: 4808.682617
	Iteration 31Q: 3 clusters Score -1414779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1414812.125000 Penalty: 4808.682617
	Iteration 32Q: 3 clusters Score -1414812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1414841.875000 Penalty: 4808.682617
	Iteration 33Q: 3 clusters Score -1414842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1414863.375000 Penalty: 4808.682617
	Iteration 34Q: 3 clusters Score -1414863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1414882.875000 Penalty: 4808.682617
	Iteration 35Q: 3 clusters Score -1414883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1414897.500000 Penalty: 4808.682617
	Iteration 36Q: 3 clusters Score -1414898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1414908.375000 Penalty: 4808.682617
	Iteration 37Q: 3 clusters Score -1414908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1414912.000000 Penalty: 4808.682617
	Iteration 38Q: 3 clusters Score -1414912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1414921.500000 Penalty: 4808.682617
	Iteration 39Q: 3 clusters Score -1414922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1414933.500000 Penalty: 4808.682617
	Iteration 40F: 3 clusters Score -1414934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1414942.375000 Penalty: 4808.682617
	Iteration 41Q: 3 clusters Score -1414942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1414949.000000 Penalty: 4808.682617
	Iteration 42Q: 3 clusters Score -1414949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1414955.375000 Penalty: 4808.682617
	Iteration 43Q: 3 clusters Score -1414955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1414961.000000 Penalty: 4808.682617
	Iteration 44Q: 3 clusters Score -1414961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1414964.250000 Penalty: 4808.682617
	Iteration 45Q: 3 clusters Score -1414964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1414967.875000 Penalty: 4808.682617
	Iteration 46Q: 3 clusters Score -1414968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1414970.000000 Penalty: 4808.682617
	Iteration 47Q: 3 clusters Score -1414970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1414973.250000 Penalty: 4808.682617
	Iteration 48Q: 3 clusters Score -1414973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1414980.250000 Penalty: 4808.682617
	Iteration 49Q: 3 clusters Score -1414980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1414989.875000 Penalty: 4808.682617
	Iteration 50Q: 3 clusters Score -1414990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1414992.625000 Penalty: 4808.682617
	Iteration 51Q: 3 clusters Score -1414993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1414993.500000 Penalty: 4808.682617
	Iteration 52Q: 3 clusters Score -1414994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1414993.875000 Penalty: 4808.682617
	Iteration 53Q: 3 clusters Score -1414994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1414997.875000 Penalty: 4808.682617
	Iteration 54Q: 3 clusters Score -1414998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1415004.250000 Penalty: 4808.682617
	Iteration 55Q: 3 clusters Score -1415004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1415006.500000 Penalty: 4808.682617
	Iteration 56Q: 3 clusters Score -1415006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1415006.625000 Penalty: 4808.682617
	Iteration 57Q: 3 clusters Score -1415007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1415012.000000 Penalty: 4808.682617
	Iteration 58Q: 3 clusters Score -1415012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1415016.500000 Penalty: 4808.682617
	Iteration 59Q: 3 clusters Score -1415016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1415019.750000 Penalty: 4808.682617
	Iteration 60F: 3 clusters Score -1415020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1415025.125000 Penalty: 4808.682617
	Iteration 61Q: 3 clusters Score -1415025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1415025.375000 Penalty: 4808.682617
	Iteration 62Q: 3 clusters Score -1415025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1415030.000000 Penalty: 4808.682617
	Iteration 63Q: 3 clusters Score -1415030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1415030.875000 Penalty: 4808.682617
	Iteration 64Q: 3 clusters Score -1415031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1415036.750000 Penalty: 4808.682617
	Iteration 65Q: 3 clusters Score -1415037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1415037.375000 Penalty: 4808.682617
	Iteration 66Q: 3 clusters Score -1415037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1415037.000000 Penalty: 4808.682617
	Iteration 67Q: 3 clusters Score -1415037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1415041.000000 Penalty: 4808.682617
	Iteration 68Q: 3 clusters Score -1415041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1415040.500000 Penalty: 4808.682617
	Iteration 69Q: 3 clusters Score -1415040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1415048.875000 Penalty: 4808.682617
	Iteration 70Q: 3 clusters Score -1415049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1415049.125000 Penalty: 4808.682617
	Iteration 71Q: 3 clusters Score -1415049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1415052.125000 Penalty: 4808.682617
	Iteration 72Q: 3 clusters Score -1415052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1415050.875000 Penalty: 4808.682617
	Iteration 73Q: 3 clusters Score -1415051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1415052.625000 Penalty: 4808.682617
	Iteration 74Q: 3 clusters Score -1415053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1415052.250000 Penalty: 4808.682617
	Iteration 75Q: 3 clusters Score -1415052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1415052.750000 Penalty: 4808.682617
	Iteration 76Q: 3 clusters Score -1415053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1415053.875000 Penalty: 4808.682617
	Iteration 77Q: 3 clusters Score -1415054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1415056.125000 Penalty: 4808.682617
	Iteration 78Q: 3 clusters Score -1415056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1415056.125000 Penalty: 4808.682617
	Iteration 79F: 3 clusters Score -1415056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -337535.187500 Penalty: 2051.534180
	Iteration 0F: 2 clusters Score -337535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -333675.312500 Penalty: 4103.068359
	Iteration 0F: 3 clusters Score -333675.3 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -334546.687500 Penalty: 4103.068359
	Iteration 1F: 3 clusters Score -334546.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -334721.281250 Penalty: 4103.068359
	Iteration 2F: 3 clusters Score -334721.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -334814.531250 Penalty: 4103.068359
	Iteration 3Q: 3 clusters Score -334814.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -334878.156250 Penalty: 4103.068359
	Iteration 4Q: 3 clusters Score -334878.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -334925.531250 Penalty: 4103.068359
	Iteration 5Q: 3 clusters Score -334925.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -334965.906250 Penalty: 4103.068359
	Iteration 6Q: 3 clusters Score -334965.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -334996.937500 Penalty: 4103.068359
	Iteration 7Q: 3 clusters Score -334996.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -335017.343750 Penalty: 4103.068359
	Iteration 8Q: 3 clusters Score -335017.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -335033.875000 Penalty: 4103.068359
	Iteration 9Q: 3 clusters Score -335033.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -335050.000000 Penalty: 4103.068359
	Iteration 10Q: 3 clusters Score -335050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -335064.468750 Penalty: 4103.068359
	Iteration 11Q: 3 clusters Score -335064.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -335078.625000 Penalty: 4103.068359
	Iteration 12Q: 3 clusters Score -335078.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -335091.468750 Penalty: 4103.068359
	Iteration 13Q: 3 clusters Score -335091.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -335103.375000 Penalty: 4103.068359
	Iteration 14Q: 3 clusters Score -335103.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -335118.718750 Penalty: 4103.068359
	Iteration 15Q: 3 clusters Score -335118.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -335131.968750 Penalty: 4103.068359
	Iteration 16Q: 3 clusters Score -335132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -335142.312500 Penalty: 4103.068359
	Iteration 17Q: 3 clusters Score -335142.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -335152.156250 Penalty: 4103.068359
	Iteration 18Q: 3 clusters Score -335152.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -335161.750000 Penalty: 4103.068359
	Iteration 19Q: 3 clusters Score -335161.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -335166.812500 Penalty: 4103.068359
	Iteration 20F: 3 clusters Score -335166.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -335171.718750 Penalty: 4103.068359
	Iteration 21Q: 3 clusters Score -335171.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -335179.156250 Penalty: 4103.068359
	Iteration 22Q: 3 clusters Score -335179.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -335186.906250 Penalty: 4103.068359
	Iteration 23Q: 3 clusters Score -335186.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -335193.843750 Penalty: 4103.068359
	Iteration 24Q: 3 clusters Score -335193.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -335202.593750 Penalty: 4103.068359
	Iteration 25Q: 3 clusters Score -335202.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -335212.593750 Penalty: 4103.068359
	Iteration 26Q: 3 clusters Score -335212.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -335226.437500 Penalty: 4103.068359
	Iteration 27Q: 3 clusters Score -335226.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -335239.281250 Penalty: 4103.068359
	Iteration 28Q: 3 clusters Score -335239.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -335254.625000 Penalty: 4103.068359
	Iteration 29Q: 3 clusters Score -335254.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -335271.781250 Penalty: 4103.068359
	Iteration 30Q: 3 clusters Score -335271.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -335311.593750 Penalty: 4103.068359
	Iteration 31Q: 3 clusters Score -335311.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -335375.843750 Penalty: 4103.068359
	Iteration 32Q: 3 clusters Score -335375.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -335469.093750 Penalty: 4103.068359
	Iteration 33Q: 3 clusters Score -335469.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -335589.500000 Penalty: 4103.068359
	Iteration 34Q: 3 clusters Score -335589.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -335714.500000 Penalty: 4103.068359
	Iteration 35Q: 3 clusters Score -335714.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -335888.312500 Penalty: 4103.068359
	Iteration 36Q: 3 clusters Score -335888.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -336070.031250 Penalty: 4103.068359
	Iteration 37Q: 3 clusters Score -336070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -336212.750000 Penalty: 4103.068359
	Iteration 38Q: 3 clusters Score -336212.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -336317.593750 Penalty: 4103.068359
	Iteration 39Q: 3 clusters Score -336317.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -336371.843750 Penalty: 4103.068359
	Iteration 40F: 3 clusters Score -336371.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -336402.250000 Penalty: 4103.068359
	Iteration 41Q: 3 clusters Score -336402.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -336414.718750 Penalty: 4103.068359
	Iteration 42Q: 3 clusters Score -336414.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -336421.812500 Penalty: 4103.068359
	Iteration 43Q: 3 clusters Score -336421.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -336429.718750 Penalty: 4103.068359
	Iteration 44Q: 3 clusters Score -336429.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -336435.187500 Penalty: 4103.068359
	Iteration 45Q: 3 clusters Score -336435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -336440.718750 Penalty: 4103.068359
	Iteration 46Q: 3 clusters Score -336440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -336441.281250 Penalty: 4103.068359
	Iteration 47Q: 3 clusters Score -336441.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -336441.062500 Penalty: 4103.068359
	Iteration 48Q: 3 clusters Score -336441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -336442.031250 Penalty: 4103.068359
	Iteration 49Q: 3 clusters Score -336442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -336442.312500 Penalty: 4103.068359
	Iteration 50Q: 3 clusters Score -336442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -336442.312500 Penalty: 4103.068359
	Iteration 51F: 3 clusters Score -336442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Entering Unmasked Estep 
Score: -726279.812500 Penalty: 2216.560547
	Iteration 0F: 2 clusters Score -726279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -720011.750000 Penalty: 4433.121094
	Iteration 0F: 3 clusters Score -720011.8 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -721703.562500 Penalty: 4433.121094
	Iteration 1F: 3 clusters Score -721703.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -721967.750000 Penalty: 4433.121094
	Iteration 2F: 3 clusters Score -721967.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -722153.125000 Penalty: 4433.121094
	Iteration 3F: 3 clusters Score -722153.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -722292.312500 Penalty: 4433.121094
	Iteration 4Q: 3 clusters Score -722292.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -722378.250000 Penalty: 4433.121094
	Iteration 5Q: 3 clusters Score -722378.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -722432.750000 Penalty: 4433.121094
	Iteration 6Q: 3 clusters Score -722432.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -722475.500000 Penalty: 4433.121094
	Iteration 7Q: 3 clusters Score -722475.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -722507.062500 Penalty: 4433.121094
	Iteration 8Q: 3 clusters Score -722507.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -722527.625000 Penalty: 4433.121094
	Iteration 9Q: 3 clusters Score -722527.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -722546.312500 Penalty: 4433.121094
	Iteration 10Q: 3 clusters Score -722546.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -722567.437500 Penalty: 4433.121094
	Iteration 11Q: 3 clusters Score -722567.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -722588.125000 Penalty: 4433.121094
	Iteration 12Q: 3 clusters Score -722588.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -722613.562500 Penalty: 4433.121094
	Iteration 13Q: 3 clusters Score -722613.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -722645.125000 Penalty: 4433.121094
	Iteration 14Q: 3 clusters Score -722645.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -722669.062500 Penalty: 4433.121094
	Iteration 15Q: 3 clusters Score -722669.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -722695.125000 Penalty: 4433.121094
	Iteration 16Q: 3 clusters Score -722695.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -722717.187500 Penalty: 4433.121094
	Iteration 17Q: 3 clusters Score -722717.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -722739.562500 Penalty: 4433.121094
	Iteration 18Q: 3 clusters Score -722739.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -722769.437500 Penalty: 4433.121094
	Iteration 19Q: 3 clusters Score -722769.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -722798.750000 Penalty: 4433.121094
	Iteration 20F: 3 clusters Score -722798.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -722835.437500 Penalty: 4433.121094
	Iteration 21Q: 3 clusters Score -722835.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -722881.375000 Penalty: 4433.121094
	Iteration 22Q: 3 clusters Score -722881.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -722923.500000 Penalty: 4433.121094
	Iteration 23Q: 3 clusters Score -722923.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -722977.875000 Penalty: 4433.121094
	Iteration 24Q: 3 clusters Score -722977.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -723028.937500 Penalty: 4433.121094
	Iteration 25Q: 3 clusters Score -723028.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -723072.187500 Penalty: 4433.121094
	Iteration 26Q: 3 clusters Score -723072.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -723121.812500 Penalty: 4433.121094
	Iteration 27Q: 3 clusters Score -723121.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -723163.812500 Penalty: 4433.121094
	Iteration 28Q: 3 clusters Score -723163.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -723218.187500 Penalty: 4433.121094
	Iteration 29Q: 3 clusters Score -723218.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -723276.625000 Penalty: 4433.121094
	Iteration 30Q: 3 clusters Score -723276.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -723337.750000 Penalty: 4433.121094
	Iteration 31Q: 3 clusters Score -723337.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -723406.187500 Penalty: 4433.121094
	Iteration 32Q: 3 clusters Score -723406.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -723485.250000 Penalty: 4433.121094
	Iteration 33Q: 3 clusters Score -723485.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -723573.187500 Penalty: 4433.121094
	Iteration 34Q: 3 clusters Score -723573.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -723654.062500 Penalty: 4433.121094
	Iteration 35Q: 3 clusters Score -723654.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -723719.500000 Penalty: 4433.121094
	Iteration 36Q: 3 clusters Score -723719.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -723788.812500 Penalty: 4433.121094
	Iteration 37Q: 3 clusters Score -723788.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -723865.687500 Penalty: 4433.121094
	Iteration 38Q: 3 clusters Score -723865.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -723920.750000 Penalty: 4433.121094
	Iteration 39Q: 3 clusters Score -723920.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -723971.625000 Penalty: 4433.121094
	Iteration 40F: 3 clusters Score -723971.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -724011.250000 Penalty: 4433.121094
	Iteration 41Q: 3 clusters Score -724011.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -724044.500000 Penalty: 4433.121094
	Iteration 42Q: 3 clusters Score -724044.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -724069.375000 Penalty: 4433.121094
	Iteration 43Q: 3 clusters Score -724069.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -724088.625000 Penalty: 4433.121094
	Iteration 44Q: 3 clusters Score -724088.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -724108.062500 Penalty: 4433.121094
	Iteration 45Q: 3 clusters Score -724108.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -724122.625000 Penalty: 4433.121094
	Iteration 46Q: 3 clusters Score -724122.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -724141.750000 Penalty: 4433.121094
	Iteration 47Q: 3 clusters Score -724141.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -724160.875000 Penalty: 4433.121094
	Iteration 48Q: 3 clusters Score -724160.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -724179.312500 Penalty: 4433.121094
	Iteration 49Q: 3 clusters Score -724179.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -724194.062500 Penalty: 4433.121094
	Iteration 50Q: 3 clusters Score -724194.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -724203.062500 Penalty: 4433.121094
	Iteration 51Q: 3 clusters Score -724203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -724213.062500 Penalty: 4433.121094
	Iteration 52Q: 3 clusters Score -724213.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -724219.125000 Penalty: 4433.121094
	Iteration 53Q: 3 clusters Score -724219.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -724233.562500 Penalty: 4433.121094
	Iteration 54Q: 3 clusters Score -724233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -724240.812500 Penalty: 4433.121094
	Iteration 55Q: 3 clusters Score -724240.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -724244.500000 Penalty: 4433.121094
	Iteration 56Q: 3 clusters Score -724244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -724249.187500 Penalty: 4433.121094
	Iteration 57Q: 3 clusters Score -724249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -724249.562500 Penalty: 4433.121094
	Iteration 58Q: 3 clusters Score -724249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -724251.812500 Penalty: 4433.121094
	Iteration 59Q: 3 clusters Score -724251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -724252.562500 Penalty: 4433.121094
	Iteration 60F: 3 clusters Score -724252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -724255.875000 Penalty: 4433.121094
	Iteration 61Q: 3 clusters Score -724255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -724259.937500 Penalty: 4433.121094
	Iteration 62Q: 3 clusters Score -724259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -724264.312500 Penalty: 4433.121094
	Iteration 63Q: 3 clusters Score -724264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -724265.562500 Penalty: 4433.121094
	Iteration 64Q: 3 clusters Score -724265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -724270.812500 Penalty: 4433.121094
	Iteration 65Q: 3 clusters Score -724270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -724279.125000 Penalty: 4433.121094
	Iteration 66Q: 3 clusters Score -724279.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -724293.500000 Penalty: 4433.121094
	Iteration 67Q: 3 clusters Score -724293.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -724301.750000 Penalty: 4433.121094
	Iteration 68Q: 3 clusters Score -724301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -724304.937500 Penalty: 4433.121094
	Iteration 69Q: 3 clusters Score -724304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -724306.437500 Penalty: 4433.121094
	Iteration 70Q: 3 clusters Score -724306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -724312.187500 Penalty: 4433.121094
	Iteration 71Q: 3 clusters Score -724312.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -724315.812500 Penalty: 4433.121094
	Iteration 72Q: 3 clusters Score -724315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -724319.562500 Penalty: 4433.121094
	Iteration 73Q: 3 clusters Score -724319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -724321.312500 Penalty: 4433.121094
	Iteration 74Q: 3 clusters Score -724321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -724326.937500 Penalty: 4433.121094
	Iteration 75Q: 3 clusters Score -724326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -724328.000000 Penalty: 4433.121094
	Iteration 76Q: 3 clusters Score -724328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -724328.312500 Penalty: 4433.121094
	Iteration 77Q: 3 clusters Score -724328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -724329.312500 Penalty: 4433.121094
	Iteration 78Q: 3 clusters Score -724329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -724331.687500 Penalty: 4433.121094
	Iteration 79Q: 3 clusters Score -724331.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -724334.750000 Penalty: 4433.121094
	Iteration 80F: 3 clusters Score -724334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -724337.312500 Penalty: 4433.121094
	Iteration 81Q: 3 clusters Score -724337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -724337.250000 Penalty: 4433.121094
	Iteration 82Q: 3 clusters Score -724337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -724337.250000 Penalty: 4433.121094
	Iteration 83F: 3 clusters Score -724337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Entering Unmasked Estep 
Score: -1717616.250000 Penalty: 2458.188721
	Iteration 0F: 2 clusters Score -1717616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1703409.250000 Penalty: 4916.377441
	Iteration 0F: 3 clusters Score -1703409 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1708161.625000 Penalty: 4916.377441
	Iteration 1F: 3 clusters Score -1708162 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1708553.125000 Penalty: 4916.377441
	Iteration 2F: 3 clusters Score -1708553 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1708874.125000 Penalty: 4916.377441
	Iteration 3Q: 3 clusters Score -1708874 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1709161.875000 Penalty: 4916.377441
	Iteration 4Q: 3 clusters Score -1709162 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1709438.875000 Penalty: 4916.377441
	Iteration 5Q: 3 clusters Score -1709439 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1709711.625000 Penalty: 4916.377441
	Iteration 6Q: 3 clusters Score -1709712 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1710036.500000 Penalty: 4916.377441
	Iteration 7Q: 3 clusters Score -1710036 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1710420.375000 Penalty: 4916.377441
	Iteration 8Q: 3 clusters Score -1710420 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1710882.625000 Penalty: 4916.377441
	Iteration 9Q: 3 clusters Score -1710883 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1711430.750000 Penalty: 4916.377441
	Iteration 10Q: 3 clusters Score -1711431 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1711982.625000 Penalty: 4916.377441
	Iteration 11Q: 3 clusters Score -1711983 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1712488.500000 Penalty: 4916.377441
	Iteration 12Q: 3 clusters Score -1712488 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1712867.625000 Penalty: 4916.377441
	Iteration 13Q: 3 clusters Score -1712868 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1713149.500000 Penalty: 4916.377441
	Iteration 14Q: 3 clusters Score -1713150 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1713372.500000 Penalty: 4916.377441
	Iteration 15Q: 3 clusters Score -1713372 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1713549.625000 Penalty: 4916.377441
	Iteration 16Q: 3 clusters Score -1713550 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1713689.375000 Penalty: 4916.377441
	Iteration 17Q: 3 clusters Score -1713689 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1713809.875000 Penalty: 4916.377441
	Iteration 18Q: 3 clusters Score -1713810 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1713894.375000 Penalty: 4916.377441
	Iteration 19Q: 3 clusters Score -1713894 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1713964.000000 Penalty: 4916.377441
	Iteration 20F: 3 clusters Score -1713964 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1714033.125000 Penalty: 4916.377441
	Iteration 21Q: 3 clusters Score -1714033 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1714091.375000 Penalty: 4916.377441
	Iteration 22Q: 3 clusters Score -1714091 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1714172.625000 Penalty: 4916.377441
	Iteration 23Q: 3 clusters Score -1714173 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1714240.125000 Penalty: 4916.377441
	Iteration 24Q: 3 clusters Score -1714240 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1714296.375000 Penalty: 4916.377441
	Iteration 25Q: 3 clusters Score -1714296 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1714342.500000 Penalty: 4916.377441
	Iteration 26Q: 3 clusters Score -1714342 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1714393.250000 Penalty: 4916.377441
	Iteration 27Q: 3 clusters Score -1714393 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1714452.375000 Penalty: 4916.377441
	Iteration 28Q: 3 clusters Score -1714452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1714507.750000 Penalty: 4916.377441
	Iteration 29Q: 3 clusters Score -1714508 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -1714556.375000 Penalty: 4916.377441
	Iteration 30Q: 3 clusters Score -1714556 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1714599.125000 Penalty: 4916.377441
	Iteration 31Q: 3 clusters Score -1714599 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1714637.125000 Penalty: 4916.377441
	Iteration 32Q: 3 clusters Score -1714637 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1714679.125000 Penalty: 4916.377441
	Iteration 33Q: 3 clusters Score -1714679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1714718.250000 Penalty: 4916.377441
	Iteration 34Q: 3 clusters Score -1714718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -1714761.750000 Penalty: 4916.377441
	Iteration 35Q: 3 clusters Score -1714762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1714805.000000 Penalty: 4916.377441
	Iteration 36Q: 3 clusters Score -1714805 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1714867.250000 Penalty: 4916.377441
	Iteration 37Q: 3 clusters Score -1714867 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1714920.375000 Penalty: 4916.377441
	Iteration 38Q: 3 clusters Score -1714920 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1714972.125000 Penalty: 4916.377441
	Iteration 39Q: 3 clusters Score -1714972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -1715022.875000 Penalty: 4916.377441
	Iteration 40F: 3 clusters Score -1715023 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1715076.000000 Penalty: 4916.377441
	Iteration 41Q: 3 clusters Score -1715076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1715118.250000 Penalty: 4916.377441
	Iteration 42Q: 3 clusters Score -1715118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -1715151.000000 Penalty: 4916.377441
	Iteration 43Q: 3 clusters Score -1715151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1715171.875000 Penalty: 4916.377441
	Iteration 44Q: 3 clusters Score -1715172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1715192.875000 Penalty: 4916.377441
	Iteration 45Q: 3 clusters Score -1715193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1715228.125000 Penalty: 4916.377441
	Iteration 46Q: 3 clusters Score -1715228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1715262.625000 Penalty: 4916.377441
	Iteration 47Q: 3 clusters Score -1715263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1715286.500000 Penalty: 4916.377441
	Iteration 48Q: 3 clusters Score -1715286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1715313.125000 Penalty: 4916.377441
	Iteration 49Q: 3 clusters Score -1715313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -1715340.875000 Penalty: 4916.377441
	Iteration 50Q: 3 clusters Score -1715341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1715352.875000 Penalty: 4916.377441
	Iteration 51Q: 3 clusters Score -1715353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -1715365.250000 Penalty: 4916.377441
	Iteration 52Q: 3 clusters Score -1715365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1715380.000000 Penalty: 4916.377441
	Iteration 53Q: 3 clusters Score -1715380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -1715394.875000 Penalty: 4916.377441
	Iteration 54Q: 3 clusters Score -1715395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -1715397.750000 Penalty: 4916.377441
	Iteration 55Q: 3 clusters Score -1715398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1715400.750000 Penalty: 4916.377441
	Iteration 56Q: 3 clusters Score -1715401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -1715403.250000 Penalty: 4916.377441
	Iteration 57Q: 3 clusters Score -1715403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1715403.125000 Penalty: 4916.377441
	Iteration 58Q: 3 clusters Score -1715403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1715404.250000 Penalty: 4916.377441
	Iteration 59Q: 3 clusters Score -1715404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1715407.875000 Penalty: 4916.377441
	Iteration 60F: 3 clusters Score -1715408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1715407.375000 Penalty: 4916.377441
	Iteration 61Q: 3 clusters Score -1715407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1715413.250000 Penalty: 4916.377441
	Iteration 62Q: 3 clusters Score -1715413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1715413.250000 Penalty: 4916.377441
	Iteration 63Q: 3 clusters Score -1715413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -1715417.750000 Penalty: 4916.377441
	Iteration 64Q: 3 clusters Score -1715418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -1715416.500000 Penalty: 4916.377441
	Iteration 65Q: 3 clusters Score -1715416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1715418.125000 Penalty: 4916.377441
	Iteration 66Q: 3 clusters Score -1715418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1715418.125000 Penalty: 4916.377441
	Iteration 67Q: 3 clusters Score -1715418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -1715423.375000 Penalty: 4916.377441
	Iteration 68Q: 3 clusters Score -1715423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1715423.375000 Penalty: 4916.377441
	Iteration 69Q: 3 clusters Score -1715423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1715427.125000 Penalty: 4916.377441
	Iteration 70Q: 3 clusters Score -1715427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1715430.375000 Penalty: 4916.377441
	Iteration 71Q: 3 clusters Score -1715430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -1715432.375000 Penalty: 4916.377441
	Iteration 72Q: 3 clusters Score -1715432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1715434.625000 Penalty: 4916.377441
	Iteration 73Q: 3 clusters Score -1715435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -1715436.750000 Penalty: 4916.377441
	Iteration 74Q: 3 clusters Score -1715437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -1715436.750000 Penalty: 4916.377441
	Iteration 75F: 3 clusters Score -1715437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Entering Unmasked Estep 
Score: -779229.250000 Penalty: 2255.347656
	Iteration 0F: 2 clusters Score -779229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -772280.312500 Penalty: 4510.695312
	Iteration 0F: 3 clusters Score -772280.3 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -774248.437500 Penalty: 4510.695312
	Iteration 1F: 3 clusters Score -774248.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -774517.500000 Penalty: 4510.695312
	Iteration 2F: 3 clusters Score -774517.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -774679.687500 Penalty: 4510.695312
	Iteration 3Q: 3 clusters Score -774679.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -774796.062500 Penalty: 4510.695312
	Iteration 4Q: 3 clusters Score -774796.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -774897.375000 Penalty: 4510.695312
	Iteration 5Q: 3 clusters Score -774897.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -775001.937500 Penalty: 4510.695312
	Iteration 6Q: 3 clusters Score -775001.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -775118.000000 Penalty: 4510.695312
	Iteration 7Q: 3 clusters Score -775118 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -775244.312500 Penalty: 4510.695312
	Iteration 8Q: 3 clusters Score -775244.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -775396.812500 Penalty: 4510.695312
	Iteration 9Q: 3 clusters Score -775396.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -775571.875000 Penalty: 4510.695312
	Iteration 10Q: 3 clusters Score -775571.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -775789.250000 Penalty: 4510.695312
	Iteration 11Q: 3 clusters Score -775789.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -776032.625000 Penalty: 4510.695312
	Iteration 12Q: 3 clusters Score -776032.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -776282.500000 Penalty: 4510.695312
	Iteration 13Q: 3 clusters Score -776282.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -776507.437500 Penalty: 4510.695312
	Iteration 14Q: 3 clusters Score -776507.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -776716.437500 Penalty: 4510.695312
	Iteration 15Q: 3 clusters Score -776716.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -776861.812500 Penalty: 4510.695312
	Iteration 16Q: 3 clusters Score -776861.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -777003.437500 Penalty: 4510.695312
	Iteration 17Q: 3 clusters Score -777003.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -777105.312500 Penalty: 4510.695312
	Iteration 18Q: 3 clusters Score -777105.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -777163.750000 Penalty: 4510.695312
	Iteration 19Q: 3 clusters Score -777163.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -777216.187500 Penalty: 4510.695312
	Iteration 20F: 3 clusters Score -777216.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -777257.875000 Penalty: 4510.695312
	Iteration 21Q: 3 clusters Score -777257.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -777280.250000 Penalty: 4510.695312
	Iteration 22Q: 3 clusters Score -777280.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -777305.812500 Penalty: 4510.695312
	Iteration 23Q: 3 clusters Score -777305.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -777322.687500 Penalty: 4510.695312
	Iteration 24Q: 3 clusters Score -777322.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -777333.750000 Penalty: 4510.695312
	Iteration 25Q: 3 clusters Score -777333.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -777343.437500 Penalty: 4510.695312
	Iteration 26Q: 3 clusters Score -777343.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -777353.937500 Penalty: 4510.695312
	Iteration 27Q: 3 clusters Score -777353.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -777366.312500 Penalty: 4510.695312
	Iteration 28Q: 3 clusters Score -777366.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -777376.062500 Penalty: 4510.695312
	Iteration 29Q: 3 clusters Score -777376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -777384.687500 Penalty: 4510.695312
	Iteration 30Q: 3 clusters Score -777384.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -777397.875000 Penalty: 4510.695312
	Iteration 31Q: 3 clusters Score -777397.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -777400.812500 Penalty: 4510.695312
	Iteration 32Q: 3 clusters Score -777400.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -777411.750000 Penalty: 4510.695312
	Iteration 33Q: 3 clusters Score -777411.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -777423.562500 Penalty: 4510.695312
	Iteration 34Q: 3 clusters Score -777423.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -777428.937500 Penalty: 4510.695312
	Iteration 35Q: 3 clusters Score -777428.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -777432.187500 Penalty: 4510.695312
	Iteration 36Q: 3 clusters Score -777432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -777434.125000 Penalty: 4510.695312
	Iteration 37Q: 3 clusters Score -777434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -777438.562500 Penalty: 4510.695312
	Iteration 38Q: 3 clusters Score -777438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -777440.250000 Penalty: 4510.695312
	Iteration 39Q: 3 clusters Score -777440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -777440.312500 Penalty: 4510.695312
	Iteration 40F: 3 clusters Score -777440.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Entering Unmasked Estep 
Score: -547812.625000 Penalty: 2185.548340
	Iteration 0F: 2 clusters Score -547812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -542141.062500 Penalty: 4371.096680
	Iteration 0F: 3 clusters Score -542141.1 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -543588.812500 Penalty: 4371.096680
	Iteration 1F: 3 clusters Score -543588.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -543886.000000 Penalty: 4371.096680
	Iteration 2F: 3 clusters Score -543886 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -544114.750000 Penalty: 4371.096680
	Iteration 3F: 3 clusters Score -544114.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -544291.750000 Penalty: 4371.096680
	Iteration 4F: 3 clusters Score -544291.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -544430.812500 Penalty: 4371.096680
	Iteration 5Q: 3 clusters Score -544430.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -544569.062500 Penalty: 4371.096680
	Iteration 6Q: 3 clusters Score -544569.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -544683.187500 Penalty: 4371.096680
	Iteration 7Q: 3 clusters Score -544683.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -544784.125000 Penalty: 4371.096680
	Iteration 8Q: 3 clusters Score -544784.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -544897.125000 Penalty: 4371.096680
	Iteration 9Q: 3 clusters Score -544897.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -545004.500000 Penalty: 4371.096680
	Iteration 10Q: 3 clusters Score -545004.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -545093.312500 Penalty: 4371.096680
	Iteration 11Q: 3 clusters Score -545093.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -545188.500000 Penalty: 4371.096680
	Iteration 12Q: 3 clusters Score -545188.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -545271.562500 Penalty: 4371.096680
	Iteration 13Q: 3 clusters Score -545271.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -545327.000000 Penalty: 4371.096680
	Iteration 14Q: 3 clusters Score -545327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -545372.875000 Penalty: 4371.096680
	Iteration 15Q: 3 clusters Score -545372.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -545402.937500 Penalty: 4371.096680
	Iteration 16Q: 3 clusters Score -545402.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -545433.625000 Penalty: 4371.096680
	Iteration 17Q: 3 clusters Score -545433.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -545467.437500 Penalty: 4371.096680
	Iteration 18Q: 3 clusters Score -545467.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -545500.562500 Penalty: 4371.096680
	Iteration 19Q: 3 clusters Score -545500.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -545528.562500 Penalty: 4371.096680
	Iteration 20F: 3 clusters Score -545528.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -545552.562500 Penalty: 4371.096680
	Iteration 21Q: 3 clusters Score -545552.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -545579.250000 Penalty: 4371.096680
	Iteration 22Q: 3 clusters Score -545579.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -545605.687500 Penalty: 4371.096680
	Iteration 23Q: 3 clusters Score -545605.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -545629.437500 Penalty: 4371.096680
	Iteration 24Q: 3 clusters Score -545629.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -545650.625000 Penalty: 4371.096680
	Iteration 25Q: 3 clusters Score -545650.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -545670.062500 Penalty: 4371.096680
	Iteration 26Q: 3 clusters Score -545670.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -545683.000000 Penalty: 4371.096680
	Iteration 27Q: 3 clusters Score -545683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -545692.625000 Penalty: 4371.096680
	Iteration 28Q: 3 clusters Score -545692.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -545705.312500 Penalty: 4371.096680
	Iteration 29Q: 3 clusters Score -545705.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -545717.187500 Penalty: 4371.096680
	Iteration 30Q: 3 clusters Score -545717.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -545722.562500 Penalty: 4371.096680
	Iteration 31Q: 3 clusters Score -545722.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -545730.875000 Penalty: 4371.096680
	Iteration 32Q: 3 clusters Score -545730.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -545734.750000 Penalty: 4371.096680
	Iteration 33Q: 3 clusters Score -545734.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -545739.125000 Penalty: 4371.096680
	Iteration 34Q: 3 clusters Score -545739.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -545741.000000 Penalty: 4371.096680
	Iteration 35Q: 3 clusters Score -545741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -545746.312500 Penalty: 4371.096680
	Iteration 36Q: 3 clusters Score -545746.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -545751.500000 Penalty: 4371.096680
	Iteration 37Q: 3 clusters Score -545751.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -545754.937500 Penalty: 4371.096680
	Iteration 38Q: 3 clusters Score -545754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -545756.750000 Penalty: 4371.096680
	Iteration 39Q: 3 clusters Score -545756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -545759.687500 Penalty: 4371.096680
	Iteration 40F: 3 clusters Score -545759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -545760.937500 Penalty: 4371.096680
	Iteration 41Q: 3 clusters Score -545760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -545762.375000 Penalty: 4371.096680
	Iteration 42Q: 3 clusters Score -545762.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -545763.875000 Penalty: 4371.096680
	Iteration 43Q: 3 clusters Score -545763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -545764.625000 Penalty: 4371.096680
	Iteration 44Q: 3 clusters Score -545764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -545765.437500 Penalty: 4371.096680
	Iteration 45Q: 3 clusters Score -545765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -545766.125000 Penalty: 4371.096680
	Iteration 46Q: 3 clusters Score -545766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -545766.437500 Penalty: 4371.096680
	Iteration 47Q: 3 clusters Score -545766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -545767.312500 Penalty: 4371.096680
	Iteration 48Q: 3 clusters Score -545767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -545768.437500 Penalty: 4371.096680
	Iteration 49Q: 3 clusters Score -545768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -545770.000000 Penalty: 4371.096680
	Iteration 50Q: 3 clusters Score -545770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -545770.750000 Penalty: 4371.096680
	Iteration 51Q: 3 clusters Score -545770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -545771.250000 Penalty: 4371.096680
	Iteration 52Q: 3 clusters Score -545771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -545773.000000 Penalty: 4371.096680
	Iteration 53Q: 3 clusters Score -545773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -545773.625000 Penalty: 4371.096680
	Iteration 54Q: 3 clusters Score -545773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -545774.500000 Penalty: 4371.096680
	Iteration 55Q: 3 clusters Score -545774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -545775.250000 Penalty: 4371.096680
	Iteration 56Q: 3 clusters Score -545775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -545777.062500 Penalty: 4371.096680
	Iteration 57Q: 3 clusters Score -545777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -545776.125000 Penalty: 4371.096680
	Iteration 58Q: 3 clusters Score -545776.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -545776.125000 Penalty: 4371.096680
	Iteration 59F: 3 clusters Score -545776.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Entering Unmasked Estep 
Score: -975630.937500 Penalty: 2315.131836
	Iteration 0F: 2 clusters Score -975630.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -967089.937500 Penalty: 4630.263672
	Iteration 0F: 3 clusters Score -967089.9 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -969533.937500 Penalty: 4630.263672
	Iteration 1F: 3 clusters Score -969533.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -969796.937500 Penalty: 4630.263672
	Iteration 2F: 3 clusters Score -969796.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -969991.312500 Penalty: 4630.263672
	Iteration 3Q: 3 clusters Score -969991.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -970154.062500 Penalty: 4630.263672
	Iteration 4Q: 3 clusters Score -970154.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -970317.125000 Penalty: 4630.263672
	Iteration 5Q: 3 clusters Score -970317.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -970496.000000 Penalty: 4630.263672
	Iteration 6Q: 3 clusters Score -970496 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -970710.000000 Penalty: 4630.263672
	Iteration 7Q: 3 clusters Score -970710 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -970956.250000 Penalty: 4630.263672
	Iteration 8Q: 3 clusters Score -970956.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -971221.812500 Penalty: 4630.263672
	Iteration 9Q: 3 clusters Score -971221.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -971498.000000 Penalty: 4630.263672
	Iteration 10Q: 3 clusters Score -971498 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -971789.375000 Penalty: 4630.263672
	Iteration 11Q: 3 clusters Score -971789.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -972086.125000 Penalty: 4630.263672
	Iteration 12Q: 3 clusters Score -972086.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -972379.312500 Penalty: 4630.263672
	Iteration 13Q: 3 clusters Score -972379.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -972606.437500 Penalty: 4630.263672
	Iteration 14Q: 3 clusters Score -972606.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -972796.000000 Penalty: 4630.263672
	Iteration 15Q: 3 clusters Score -972796 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -972947.312500 Penalty: 4630.263672
	Iteration 16Q: 3 clusters Score -972947.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -973069.000000 Penalty: 4630.263672
	Iteration 17Q: 3 clusters Score -973069 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -973173.250000 Penalty: 4630.263672
	Iteration 18Q: 3 clusters Score -973173.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -973270.312500 Penalty: 4630.263672
	Iteration 19Q: 3 clusters Score -973270.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -973350.250000 Penalty: 4630.263672
	Iteration 20F: 3 clusters Score -973350.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -973401.812500 Penalty: 4630.263672
	Iteration 21Q: 3 clusters Score -973401.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -973448.687500 Penalty: 4630.263672
	Iteration 22Q: 3 clusters Score -973448.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -973484.062500 Penalty: 4630.263672
	Iteration 23Q: 3 clusters Score -973484.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -973519.562500 Penalty: 4630.263672
	Iteration 24Q: 3 clusters Score -973519.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -973547.750000 Penalty: 4630.263672
	Iteration 25Q: 3 clusters Score -973547.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -973571.812500 Penalty: 4630.263672
	Iteration 26Q: 3 clusters Score -973571.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -973595.125000 Penalty: 4630.263672
	Iteration 27Q: 3 clusters Score -973595.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -973611.437500 Penalty: 4630.263672
	Iteration 28Q: 3 clusters Score -973611.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -973619.500000 Penalty: 4630.263672
	Iteration 29Q: 3 clusters Score -973619.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -973629.375000 Penalty: 4630.263672
	Iteration 30Q: 3 clusters Score -973629.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -973635.187500 Penalty: 4630.263672
	Iteration 31Q: 3 clusters Score -973635.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -973644.875000 Penalty: 4630.263672
	Iteration 32Q: 3 clusters Score -973644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -973647.250000 Penalty: 4630.263672
	Iteration 33Q: 3 clusters Score -973647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -973650.000000 Penalty: 4630.263672
	Iteration 34Q: 3 clusters Score -973650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -973650.437500 Penalty: 4630.263672
	Iteration 35Q: 3 clusters Score -973650.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -973650.437500 Penalty: 4630.263672
	Iteration 36F: 3 clusters Score -973650.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Entering Unmasked Estep 
Score: -832805.187500 Penalty: 2272.173584
	Iteration 0F: 2 clusters Score -832805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -825418.187500 Penalty: 4544.347168
	Iteration 0F: 3 clusters Score -825418.2 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -827467.500000 Penalty: 4544.347168
	Iteration 1F: 3 clusters Score -827467.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -827778.562500 Penalty: 4544.347168
	Iteration 2F: 3 clusters Score -827778.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -828016.375000 Penalty: 4544.347168
	Iteration 3F: 3 clusters Score -828016.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -828208.750000 Penalty: 4544.347168
	Iteration 4Q: 3 clusters Score -828208.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -828402.125000 Penalty: 4544.347168
	Iteration 5Q: 3 clusters Score -828402.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -828645.062500 Penalty: 4544.347168
	Iteration 6Q: 3 clusters Score -828645.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -828980.437500 Penalty: 4544.347168
	Iteration 7Q: 3 clusters Score -828980.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -829345.625000 Penalty: 4544.347168
	Iteration 8F: 3 clusters Score -829345.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -829663.437500 Penalty: 4544.347168
	Iteration 9Q: 3 clusters Score -829663.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -829939.312500 Penalty: 4544.347168
	Iteration 10Q: 3 clusters Score -829939.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -830141.812500 Penalty: 4544.347168
	Iteration 11Q: 3 clusters Score -830141.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -830286.375000 Penalty: 4544.347168
	Iteration 12Q: 3 clusters Score -830286.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -830396.937500 Penalty: 4544.347168
	Iteration 13Q: 3 clusters Score -830396.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -830479.687500 Penalty: 4544.347168
	Iteration 14Q: 3 clusters Score -830479.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -830556.562500 Penalty: 4544.347168
	Iteration 15Q: 3 clusters Score -830556.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -830618.500000 Penalty: 4544.347168
	Iteration 16Q: 3 clusters Score -830618.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -830664.812500 Penalty: 4544.347168
	Iteration 17Q: 3 clusters Score -830664.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -830704.750000 Penalty: 4544.347168
	Iteration 18Q: 3 clusters Score -830704.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -830737.687500 Penalty: 4544.347168
	Iteration 19Q: 3 clusters Score -830737.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -830770.250000 Penalty: 4544.347168
	Iteration 20F: 3 clusters Score -830770.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -830809.312500 Penalty: 4544.347168
	Iteration 21Q: 3 clusters Score -830809.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -830842.375000 Penalty: 4544.347168
	Iteration 22Q: 3 clusters Score -830842.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -830867.125000 Penalty: 4544.347168
	Iteration 23Q: 3 clusters Score -830867.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -830886.875000 Penalty: 4544.347168
	Iteration 24Q: 3 clusters Score -830886.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -830905.125000 Penalty: 4544.347168
	Iteration 25Q: 3 clusters Score -830905.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -830919.937500 Penalty: 4544.347168
	Iteration 26Q: 3 clusters Score -830919.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -830940.125000 Penalty: 4544.347168
	Iteration 27Q: 3 clusters Score -830940.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -830958.875000 Penalty: 4544.347168
	Iteration 28Q: 3 clusters Score -830958.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -830971.812500 Penalty: 4544.347168
	Iteration 29Q: 3 clusters Score -830971.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -830981.312500 Penalty: 4544.347168
	Iteration 30Q: 3 clusters Score -830981.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -830992.750000 Penalty: 4544.347168
	Iteration 31Q: 3 clusters Score -830992.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -831000.312500 Penalty: 4544.347168
	Iteration 32Q: 3 clusters Score -831000.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -831002.187500 Penalty: 4544.347168
	Iteration 33Q: 3 clusters Score -831002.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -831009.312500 Penalty: 4544.347168
	Iteration 34Q: 3 clusters Score -831009.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -831021.062500 Penalty: 4544.347168
	Iteration 35Q: 3 clusters Score -831021.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -831025.562500 Penalty: 4544.347168
	Iteration 36Q: 3 clusters Score -831025.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -831035.937500 Penalty: 4544.347168
	Iteration 37Q: 3 clusters Score -831035.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -831042.937500 Penalty: 4544.347168
	Iteration 38Q: 3 clusters Score -831042.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -831052.750000 Penalty: 4544.347168
	Iteration 39Q: 3 clusters Score -831052.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -831054.937500 Penalty: 4544.347168
	Iteration 40F: 3 clusters Score -831054.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -831061.562500 Penalty: 4544.347168
	Iteration 41Q: 3 clusters Score -831061.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -831063.250000 Penalty: 4544.347168
	Iteration 42Q: 3 clusters Score -831063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -831064.937500 Penalty: 4544.347168
	Iteration 43Q: 3 clusters Score -831064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -831067.312500 Penalty: 4544.347168
	Iteration 44Q: 3 clusters Score -831067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -831067.500000 Penalty: 4544.347168
	Iteration 45Q: 3 clusters Score -831067.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -831068.375000 Penalty: 4544.347168
	Iteration 46Q: 3 clusters Score -831068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -831068.062500 Penalty: 4544.347168
	Iteration 47Q: 3 clusters Score -831068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -831068.375000 Penalty: 4544.347168
	Iteration 48Q: 3 clusters Score -831068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -831068.562500 Penalty: 4544.347168
	Iteration 49Q: 3 clusters Score -831068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -831067.312500 Penalty: 4544.347168
	Iteration 50Q: 3 clusters Score -831067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -831069.875000 Penalty: 4544.347168
	Iteration 51Q: 3 clusters Score -831069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -831072.125000 Penalty: 4544.347168
	Iteration 52Q: 3 clusters Score -831072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -831074.125000 Penalty: 4544.347168
	Iteration 53Q: 3 clusters Score -831074.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -831074.187500 Penalty: 4544.347168
	Iteration 54Q: 3 clusters Score -831074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -831074.562500 Penalty: 4544.347168
	Iteration 55Q: 3 clusters Score -831074.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -831075.500000 Penalty: 4544.347168
	Iteration 56Q: 3 clusters Score -831075.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -831079.250000 Penalty: 4544.347168
	Iteration 57Q: 3 clusters Score -831079.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -831080.062500 Penalty: 4544.347168
	Iteration 58Q: 3 clusters Score -831080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -831081.875000 Penalty: 4544.347168
	Iteration 59Q: 3 clusters Score -831081.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -831084.562500 Penalty: 4544.347168
	Iteration 60F: 3 clusters Score -831084.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -831091.062500 Penalty: 4544.347168
	Iteration 61Q: 3 clusters Score -831091.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -831094.562500 Penalty: 4544.347168
	Iteration 62Q: 3 clusters Score -831094.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -831097.812500 Penalty: 4544.347168
	Iteration 63Q: 3 clusters Score -831097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -831099.437500 Penalty: 4544.347168
	Iteration 64Q: 3 clusters Score -831099.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -831100.750000 Penalty: 4544.347168
	Iteration 65Q: 3 clusters Score -831100.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -831102.375000 Penalty: 4544.347168
	Iteration 66Q: 3 clusters Score -831102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -831103.250000 Penalty: 4544.347168
	Iteration 67Q: 3 clusters Score -831103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -831102.562500 Penalty: 4544.347168
	Iteration 68Q: 3 clusters Score -831102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -831107.187500 Penalty: 4544.347168
	Iteration 69Q: 3 clusters Score -831107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -831109.000000 Penalty: 4544.347168
	Iteration 70Q: 3 clusters Score -831109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -831109.500000 Penalty: 4544.347168
	Iteration 71Q: 3 clusters Score -831109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -831112.687500 Penalty: 4544.347168
	Iteration 72Q: 3 clusters Score -831112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -831112.562500 Penalty: 4544.347168
	Iteration 73Q: 3 clusters Score -831112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -831114.000000 Penalty: 4544.347168
	Iteration 74Q: 3 clusters Score -831114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -831117.250000 Penalty: 4544.347168
	Iteration 75Q: 3 clusters Score -831117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -831118.375000 Penalty: 4544.347168
	Iteration 76Q: 3 clusters Score -831118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -831117.250000 Penalty: 4544.347168
	Iteration 77Q: 3 clusters Score -831117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -831118.375000 Penalty: 4544.347168
	Iteration 78Q: 3 clusters Score -831118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -831117.812500 Penalty: 4544.347168
	Iteration 79Q: 3 clusters Score -831117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -831117.000000 Penalty: 4544.347168
	Iteration 80F: 3 clusters Score -831117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -831120.875000 Penalty: 4544.347168
	Iteration 81Q: 3 clusters Score -831120.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -831120.187500 Penalty: 4544.347168
	Iteration 82Q: 3 clusters Score -831120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -831122.125000 Penalty: 4544.347168
	Iteration 83Q: 3 clusters Score -831122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -831123.937500 Penalty: 4544.347168
	Iteration 84Q: 3 clusters Score -831123.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -831123.000000 Penalty: 4544.347168
	Iteration 85Q: 3 clusters Score -831123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -831122.812500 Penalty: 4544.347168
	Iteration 86Q: 3 clusters Score -831122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -831122.812500 Penalty: 4544.347168
	Iteration 87F: 3 clusters Score -831122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -398161.062500 Penalty: 2087.782227
	Iteration 0F: 2 clusters Score -398161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -393892.000000 Penalty: 4175.564453
	Iteration 0F: 3 clusters Score -393892 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -394861.750000 Penalty: 4175.564453
	Iteration 1F: 3 clusters Score -394861.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -395055.718750 Penalty: 4175.564453
	Iteration 2F: 3 clusters Score -395055.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -395164.937500 Penalty: 4175.564453
	Iteration 3Q: 3 clusters Score -395164.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -395238.093750 Penalty: 4175.564453
	Iteration 4Q: 3 clusters Score -395238.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -395290.156250 Penalty: 4175.564453
	Iteration 5Q: 3 clusters Score -395290.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -395324.156250 Penalty: 4175.564453
	Iteration 6Q: 3 clusters Score -395324.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -395352.875000 Penalty: 4175.564453
	Iteration 7Q: 3 clusters Score -395352.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -395373.968750 Penalty: 4175.564453
	Iteration 8Q: 3 clusters Score -395374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -395393.656250 Penalty: 4175.564453
	Iteration 9Q: 3 clusters Score -395393.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -395407.218750 Penalty: 4175.564453
	Iteration 10Q: 3 clusters Score -395407.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -395420.968750 Penalty: 4175.564453
	Iteration 11Q: 3 clusters Score -395421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -395429.968750 Penalty: 4175.564453
	Iteration 12Q: 3 clusters Score -395430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -395436.281250 Penalty: 4175.564453
	Iteration 13Q: 3 clusters Score -395436.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -395442.781250 Penalty: 4175.564453
	Iteration 14Q: 3 clusters Score -395442.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -395448.343750 Penalty: 4175.564453
	Iteration 15Q: 3 clusters Score -395448.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -395452.375000 Penalty: 4175.564453
	Iteration 16Q: 3 clusters Score -395452.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -395454.750000 Penalty: 4175.564453
	Iteration 17Q: 3 clusters Score -395454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -395456.500000 Penalty: 4175.564453
	Iteration 18Q: 3 clusters Score -395456.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -395459.437500 Penalty: 4175.564453
	Iteration 19Q: 3 clusters Score -395459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -395460.812500 Penalty: 4175.564453
	Iteration 20F: 3 clusters Score -395460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -395461.343750 Penalty: 4175.564453
	Iteration 21Q: 3 clusters Score -395461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -395461.500000 Penalty: 4175.564453
	Iteration 22Q: 3 clusters Score -395461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -395461.500000 Penalty: 4175.564453
	Iteration 23F: 3 clusters Score -395461.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (93186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Entering Unmasked Estep 
Score: -7937092.500000 Penalty: 2837.703369
	Iteration 0F: 2 clusters Score -7937092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -7874567.500000 Penalty: 5675.406738
	Iteration 0F: 3 clusters Score -7874568 nChanged 44062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -7899993.000000 Penalty: 5675.406738
	Iteration 1F: 3 clusters Score -7899993 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -7901220.000000 Penalty: 5675.406738
	Iteration 2Q: 3 clusters Score -7901220 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -7903009.500000 Penalty: 5675.406738
	Iteration 3Q: 3 clusters Score -7903010 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -7905821.500000 Penalty: 5675.406738
	Iteration 4F: 3 clusters Score -7905822 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -7910100.000000 Penalty: 5675.406738
	Iteration 5F: 3 clusters Score -7910100 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -7915556.000000 Penalty: 5675.406738
	Iteration 6F: 3 clusters Score -7915556 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -7920919.500000 Penalty: 5675.406738
	Iteration 7F: 3 clusters Score -7920920 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -7925609.500000 Penalty: 5675.406738
	Iteration 8F: 3 clusters Score -7925610 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -7929291.000000 Penalty: 5675.406738
	Iteration 9Q: 3 clusters Score -7929291 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -7931713.500000 Penalty: 5675.406738
	Iteration 10Q: 3 clusters Score -7931714 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -7933005.000000 Penalty: 5675.406738
	Iteration 11Q: 3 clusters Score -7933005 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -7933700.000000 Penalty: 5675.406738
	Iteration 12Q: 3 clusters Score -7933700 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -7934115.000000 Penalty: 5675.406738
	Iteration 13Q: 3 clusters Score -7934115 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -7934304.500000 Penalty: 5675.406738
	Iteration 14Q: 3 clusters Score -7934304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
Score: -7934410.500000 Penalty: 5675.406738
	Iteration 15Q: 3 clusters Score -7934410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -7934489.500000 Penalty: 5675.406738
	Iteration 16Q: 3 clusters Score -7934490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -7934520.000000 Penalty: 5675.406738
	Iteration 17Q: 3 clusters Score -7934520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -7934569.000000 Penalty: 5675.406738
	Iteration 18Q: 3 clusters Score -7934569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -7934593.500000 Penalty: 5675.406738
	Iteration 19Q: 3 clusters Score -7934594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -7934599.000000 Penalty: 5675.406738
	Iteration 20F: 3 clusters Score -7934599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -7934610.000000 Penalty: 5675.406738
	Iteration 21Q: 3 clusters Score -7934610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -7934615.000000 Penalty: 5675.406738
	Iteration 22Q: 3 clusters Score -7934615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -7934621.000000 Penalty: 5675.406738
	Iteration 23Q: 3 clusters Score -7934621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 92800 members 
Entering Unmasked Estep 
Score: -7934625.000000 Penalty: 5675.406738
	Iteration 24Q: 3 clusters Score -7934625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -7934626.500000 Penalty: 5675.406738
	Iteration 25Q: 3 clusters Score -7934626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -7934641.500000 Penalty: 5675.406738
	Iteration 26Q: 3 clusters Score -7934642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -7934651.500000 Penalty: 5675.406738
	Iteration 27Q: 3 clusters Score -7934652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -7934656.500000 Penalty: 5675.406738
	Iteration 28Q: 3 clusters Score -7934656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -7934656.000000 Penalty: 5675.406738
	Iteration 29Q: 3 clusters Score -7934656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -7934657.500000 Penalty: 5675.406738
	Iteration 30Q: 3 clusters Score -7934658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -7934661.000000 Penalty: 5675.406738
	Iteration 31Q: 3 clusters Score -7934661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 92822 members 
Entering Unmasked Estep 
Score: -7934666.000000 Penalty: 5675.406738
	Iteration 32Q: 3 clusters Score -7934666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -7934666.000000 Penalty: 5675.406738
	Iteration 33Q: 3 clusters Score -7934666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 92822 members 
Entering Unmasked Estep 
Score: -7934660.000000 Penalty: 5675.406738
	Iteration 34Q: 3 clusters Score -7934660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -7934663.500000 Penalty: 5675.406738
	Iteration 35Q: 3 clusters Score -7934664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -7934663.500000 Penalty: 5675.406738
	Iteration 36F: 3 clusters Score -7934664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -469213.875000 Penalty: 2128.067871
	Iteration 0F: 2 clusters Score -469213.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -464434.187500 Penalty: 4256.135742
	Iteration 0F: 3 clusters Score -464434.2 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -465540.937500 Penalty: 4256.135742
	Iteration 1F: 3 clusters Score -465540.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -465748.187500 Penalty: 4256.135742
	Iteration 2F: 3 clusters Score -465748.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -465884.437500 Penalty: 4256.135742
	Iteration 3Q: 3 clusters Score -465884.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -465974.375000 Penalty: 4256.135742
	Iteration 4Q: 3 clusters Score -465974.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -466044.656250 Penalty: 4256.135742
	Iteration 5Q: 3 clusters Score -466044.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -466094.125000 Penalty: 4256.135742
	Iteration 6Q: 3 clusters Score -466094.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -466144.406250 Penalty: 4256.135742
	Iteration 7Q: 3 clusters Score -466144.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -466186.437500 Penalty: 4256.135742
	Iteration 8Q: 3 clusters Score -466186.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -466222.093750 Penalty: 4256.135742
	Iteration 9Q: 3 clusters Score -466222.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -466245.500000 Penalty: 4256.135742
	Iteration 10Q: 3 clusters Score -466245.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -466271.906250 Penalty: 4256.135742
	Iteration 11Q: 3 clusters Score -466271.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -466299.281250 Penalty: 4256.135742
	Iteration 12Q: 3 clusters Score -466299.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -466319.000000 Penalty: 4256.135742
	Iteration 13Q: 3 clusters Score -466319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -466337.343750 Penalty: 4256.135742
	Iteration 14Q: 3 clusters Score -466337.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -466352.687500 Penalty: 4256.135742
	Iteration 15Q: 3 clusters Score -466352.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -466365.093750 Penalty: 4256.135742
	Iteration 16Q: 3 clusters Score -466365.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -466374.562500 Penalty: 4256.135742
	Iteration 17Q: 3 clusters Score -466374.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -466386.000000 Penalty: 4256.135742
	Iteration 18Q: 3 clusters Score -466386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -466400.250000 Penalty: 4256.135742
	Iteration 19Q: 3 clusters Score -466400.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -466418.031250 Penalty: 4256.135742
	Iteration 20F: 3 clusters Score -466418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -466437.625000 Penalty: 4256.135742
	Iteration 21Q: 3 clusters Score -466437.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -466456.812500 Penalty: 4256.135742
	Iteration 22Q: 3 clusters Score -466456.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -466483.968750 Penalty: 4256.135742
	Iteration 23Q: 3 clusters Score -466484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -466516.000000 Penalty: 4256.135742
	Iteration 24Q: 3 clusters Score -466516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -466542.656250 Penalty: 4256.135742
	Iteration 25Q: 3 clusters Score -466542.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -466566.812500 Penalty: 4256.135742
	Iteration 26Q: 3 clusters Score -466566.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -466587.656250 Penalty: 4256.135742
	Iteration 27Q: 3 clusters Score -466587.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -466611.187500 Penalty: 4256.135742
	Iteration 28Q: 3 clusters Score -466611.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -466638.687500 Penalty: 4256.135742
	Iteration 29Q: 3 clusters Score -466638.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -466666.593750 Penalty: 4256.135742
	Iteration 30Q: 3 clusters Score -466666.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -466699.281250 Penalty: 4256.135742
	Iteration 31Q: 3 clusters Score -466699.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -466733.187500 Penalty: 4256.135742
	Iteration 32Q: 3 clusters Score -466733.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -466767.312500 Penalty: 4256.135742
	Iteration 33Q: 3 clusters Score -466767.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -466803.343750 Penalty: 4256.135742
	Iteration 34Q: 3 clusters Score -466803.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -466834.062500 Penalty: 4256.135742
	Iteration 35Q: 3 clusters Score -466834.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -466861.281250 Penalty: 4256.135742
	Iteration 36Q: 3 clusters Score -466861.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -466892.718750 Penalty: 4256.135742
	Iteration 37Q: 3 clusters Score -466892.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -466923.812500 Penalty: 4256.135742
	Iteration 38Q: 3 clusters Score -466923.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -466952.250000 Penalty: 4256.135742
	Iteration 39Q: 3 clusters Score -466952.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -466992.562500 Penalty: 4256.135742
	Iteration 40F: 3 clusters Score -466992.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -467036.406250 Penalty: 4256.135742
	Iteration 41Q: 3 clusters Score -467036.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -467079.968750 Penalty: 4256.135742
	Iteration 42Q: 3 clusters Score -467080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -467116.312500 Penalty: 4256.135742
	Iteration 43Q: 3 clusters Score -467116.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -467143.375000 Penalty: 4256.135742
	Iteration 44Q: 3 clusters Score -467143.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -467164.593750 Penalty: 4256.135742
	Iteration 45Q: 3 clusters Score -467164.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -467191.406250 Penalty: 4256.135742
	Iteration 46Q: 3 clusters Score -467191.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -467216.343750 Penalty: 4256.135742
	Iteration 47Q: 3 clusters Score -467216.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -467236.093750 Penalty: 4256.135742
	Iteration 48Q: 3 clusters Score -467236.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -467252.500000 Penalty: 4256.135742
	Iteration 49Q: 3 clusters Score -467252.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -467274.468750 Penalty: 4256.135742
	Iteration 50Q: 3 clusters Score -467274.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -467289.312500 Penalty: 4256.135742
	Iteration 51Q: 3 clusters Score -467289.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -467298.406250 Penalty: 4256.135742
	Iteration 52Q: 3 clusters Score -467298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -467306.343750 Penalty: 4256.135742
	Iteration 53Q: 3 clusters Score -467306.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -467314.375000 Penalty: 4256.135742
	Iteration 54Q: 3 clusters Score -467314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -467321.968750 Penalty: 4256.135742
	Iteration 55Q: 3 clusters Score -467322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -467327.468750 Penalty: 4256.135742
	Iteration 56Q: 3 clusters Score -467327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -467330.437500 Penalty: 4256.135742
	Iteration 57Q: 3 clusters Score -467330.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -467336.750000 Penalty: 4256.135742
	Iteration 58Q: 3 clusters Score -467336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -467339.687500 Penalty: 4256.135742
	Iteration 59Q: 3 clusters Score -467339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -467341.406250 Penalty: 4256.135742
	Iteration 60F: 3 clusters Score -467341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -467343.750000 Penalty: 4256.135742
	Iteration 61Q: 3 clusters Score -467343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -467346.906250 Penalty: 4256.135742
	Iteration 62Q: 3 clusters Score -467346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -467349.000000 Penalty: 4256.135742
	Iteration 63Q: 3 clusters Score -467349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -467349.875000 Penalty: 4256.135742
	Iteration 64Q: 3 clusters Score -467349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -467352.406250 Penalty: 4256.135742
	Iteration 65Q: 3 clusters Score -467352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -467356.781250 Penalty: 4256.135742
	Iteration 66Q: 3 clusters Score -467356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -467361.187500 Penalty: 4256.135742
	Iteration 67Q: 3 clusters Score -467361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -467366.656250 Penalty: 4256.135742
	Iteration 68Q: 3 clusters Score -467366.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -467370.406250 Penalty: 4256.135742
	Iteration 69Q: 3 clusters Score -467370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -467374.593750 Penalty: 4256.135742
	Iteration 70Q: 3 clusters Score -467374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -467378.250000 Penalty: 4256.135742
	Iteration 71Q: 3 clusters Score -467378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -467380.500000 Penalty: 4256.135742
	Iteration 72Q: 3 clusters Score -467380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -467387.437500 Penalty: 4256.135742
	Iteration 73Q: 3 clusters Score -467387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -467392.781250 Penalty: 4256.135742
	Iteration 74Q: 3 clusters Score -467392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -467397.000000 Penalty: 4256.135742
	Iteration 75Q: 3 clusters Score -467397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -467402.187500 Penalty: 4256.135742
	Iteration 76Q: 3 clusters Score -467402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -467407.562500 Penalty: 4256.135742
	Iteration 77Q: 3 clusters Score -467407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -467413.125000 Penalty: 4256.135742
	Iteration 78Q: 3 clusters Score -467413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -467420.750000 Penalty: 4256.135742
	Iteration 79Q: 3 clusters Score -467420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -467425.718750 Penalty: 4256.135742
	Iteration 80F: 3 clusters Score -467425.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -467428.656250 Penalty: 4256.135742
	Iteration 81Q: 3 clusters Score -467428.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -467432.062500 Penalty: 4256.135742
	Iteration 82Q: 3 clusters Score -467432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -467432.656250 Penalty: 4256.135742
	Iteration 83Q: 3 clusters Score -467432.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -467432.656250 Penalty: 4256.135742
	Iteration 84F: 3 clusters Score -467432.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Entering Unmasked Estep 
Score: -929681.437500 Penalty: 2298.638428
	Iteration 0F: 2 clusters Score -929681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -921699.250000 Penalty: 4597.276855
	Iteration 0F: 3 clusters Score -921699.2 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -924018.250000 Penalty: 4597.276855
	Iteration 1F: 3 clusters Score -924018.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -924380.187500 Penalty: 4597.276855
	Iteration 2F: 3 clusters Score -924380.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -924779.625000 Penalty: 4597.276855
	Iteration 3F: 3 clusters Score -924779.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -925260.875000 Penalty: 4597.276855
	Iteration 4F: 3 clusters Score -925260.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -925782.000000 Penalty: 4597.276855
	Iteration 5F: 3 clusters Score -925782 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -926195.437500 Penalty: 4597.276855
	Iteration 6F: 3 clusters Score -926195.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -926548.500000 Penalty: 4597.276855
	Iteration 7F: 3 clusters Score -926548.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -926841.000000 Penalty: 4597.276855
	Iteration 8Q: 3 clusters Score -926841 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -927042.687500 Penalty: 4597.276855
	Iteration 9Q: 3 clusters Score -927042.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -927239.812500 Penalty: 4597.276855
	Iteration 10Q: 3 clusters Score -927239.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -927392.875000 Penalty: 4597.276855
	Iteration 11Q: 3 clusters Score -927392.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -927508.937500 Penalty: 4597.276855
	Iteration 12Q: 3 clusters Score -927508.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -927608.937500 Penalty: 4597.276855
	Iteration 13Q: 3 clusters Score -927608.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -927682.187500 Penalty: 4597.276855
	Iteration 14Q: 3 clusters Score -927682.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -927733.375000 Penalty: 4597.276855
	Iteration 15Q: 3 clusters Score -927733.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -927772.375000 Penalty: 4597.276855
	Iteration 16Q: 3 clusters Score -927772.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -927796.250000 Penalty: 4597.276855
	Iteration 17Q: 3 clusters Score -927796.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -927816.687500 Penalty: 4597.276855
	Iteration 18Q: 3 clusters Score -927816.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -927827.312500 Penalty: 4597.276855
	Iteration 19Q: 3 clusters Score -927827.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -927839.875000 Penalty: 4597.276855
	Iteration 20F: 3 clusters Score -927839.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -927846.375000 Penalty: 4597.276855
	Iteration 21Q: 3 clusters Score -927846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -927850.812500 Penalty: 4597.276855
	Iteration 22Q: 3 clusters Score -927850.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -927853.000000 Penalty: 4597.276855
	Iteration 23Q: 3 clusters Score -927853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -927856.062500 Penalty: 4597.276855
	Iteration 24Q: 3 clusters Score -927856.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -927858.812500 Penalty: 4597.276855
	Iteration 25Q: 3 clusters Score -927858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -927858.812500 Penalty: 4597.276855
	Iteration 26F: 3 clusters Score -927858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -421024.437500 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -421024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -416599.218750 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -416599.2 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -417667.343750 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -417667.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -417885.718750 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -417885.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -417985.000000 Penalty: 4203.556152
	Iteration 3Q: 3 clusters Score -417985 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -418049.437500 Penalty: 4203.556152
	Iteration 4Q: 3 clusters Score -418049.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -418105.750000 Penalty: 4203.556152
	Iteration 5Q: 3 clusters Score -418105.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -418148.187500 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -418148.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -418172.843750 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -418172.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -418196.875000 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -418196.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -418217.656250 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -418217.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -418237.250000 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -418237.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -418257.531250 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -418257.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -418274.687500 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -418274.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -418291.281250 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -418291.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -418303.875000 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -418303.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -418318.437500 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -418318.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -418332.718750 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -418332.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -418348.875000 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -418348.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -418369.250000 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -418369.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -418390.187500 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -418390.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -418411.406250 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -418411.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -418435.281250 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -418435.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -418459.656250 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -418459.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -418482.625000 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -418482.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -418505.062500 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -418505.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -418540.625000 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -418540.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -418577.750000 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -418577.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -418618.718750 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -418618.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -418655.468750 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -418655.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -418699.531250 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -418699.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -418741.343750 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -418741.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -418775.718750 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -418775.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -418816.781250 Penalty: 4203.556152
	Iteration 32Q: 3 clusters Score -418816.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -418850.687500 Penalty: 4203.556152
	Iteration 33Q: 3 clusters Score -418850.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -418880.218750 Penalty: 4203.556152
	Iteration 34Q: 3 clusters Score -418880.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -418901.031250 Penalty: 4203.556152
	Iteration 35Q: 3 clusters Score -418901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -418911.875000 Penalty: 4203.556152
	Iteration 36Q: 3 clusters Score -418911.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -418918.343750 Penalty: 4203.556152
	Iteration 37Q: 3 clusters Score -418918.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -418927.000000 Penalty: 4203.556152
	Iteration 38Q: 3 clusters Score -418927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -418935.375000 Penalty: 4203.556152
	Iteration 39Q: 3 clusters Score -418935.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -418951.000000 Penalty: 4203.556152
	Iteration 40F: 3 clusters Score -418951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -418966.781250 Penalty: 4203.556152
	Iteration 41Q: 3 clusters Score -418966.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -418977.687500 Penalty: 4203.556152
	Iteration 42Q: 3 clusters Score -418977.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -418983.968750 Penalty: 4203.556152
	Iteration 43Q: 3 clusters Score -418984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -418993.687500 Penalty: 4203.556152
	Iteration 44Q: 3 clusters Score -418993.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -419006.593750 Penalty: 4203.556152
	Iteration 45Q: 3 clusters Score -419006.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -419020.000000 Penalty: 4203.556152
	Iteration 46Q: 3 clusters Score -419020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -419034.375000 Penalty: 4203.556152
	Iteration 47Q: 3 clusters Score -419034.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -419047.656250 Penalty: 4203.556152
	Iteration 48Q: 3 clusters Score -419047.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -419057.562500 Penalty: 4203.556152
	Iteration 49Q: 3 clusters Score -419057.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -419069.125000 Penalty: 4203.556152
	Iteration 50Q: 3 clusters Score -419069.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -419076.312500 Penalty: 4203.556152
	Iteration 51Q: 3 clusters Score -419076.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -419085.593750 Penalty: 4203.556152
	Iteration 52Q: 3 clusters Score -419085.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -419094.718750 Penalty: 4203.556152
	Iteration 53Q: 3 clusters Score -419094.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -419099.843750 Penalty: 4203.556152
	Iteration 54Q: 3 clusters Score -419099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -419107.968750 Penalty: 4203.556152
	Iteration 55Q: 3 clusters Score -419108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -419117.562500 Penalty: 4203.556152
	Iteration 56Q: 3 clusters Score -419117.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -419129.062500 Penalty: 4203.556152
	Iteration 57Q: 3 clusters Score -419129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -419136.500000 Penalty: 4203.556152
	Iteration 58Q: 3 clusters Score -419136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -419140.937500 Penalty: 4203.556152
	Iteration 59Q: 3 clusters Score -419140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -419147.656250 Penalty: 4203.556152
	Iteration 60F: 3 clusters Score -419147.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -419154.093750 Penalty: 4203.556152
	Iteration 61Q: 3 clusters Score -419154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -419159.531250 Penalty: 4203.556152
	Iteration 62Q: 3 clusters Score -419159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -419163.187500 Penalty: 4203.556152
	Iteration 63Q: 3 clusters Score -419163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -419164.750000 Penalty: 4203.556152
	Iteration 64Q: 3 clusters Score -419164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -419166.812500 Penalty: 4203.556152
	Iteration 65Q: 3 clusters Score -419166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -419166.812500 Penalty: 4203.556152
	Iteration 66F: 3 clusters Score -419166.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Entering Unmasked Estep 
Score: -415940.625000 Penalty: 2100.220947
	Iteration 0F: 2 clusters Score -415940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -411541.468750 Penalty: 4200.441895
	Iteration 0F: 3 clusters Score -411541.5 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -412566.843750 Penalty: 4200.441895
	Iteration 1F: 3 clusters Score -412566.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -412768.593750 Penalty: 4200.441895
	Iteration 2F: 3 clusters Score -412768.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -412897.687500 Penalty: 4200.441895
	Iteration 3Q: 3 clusters Score -412897.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -412993.625000 Penalty: 4200.441895
	Iteration 4Q: 3 clusters Score -412993.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -413071.625000 Penalty: 4200.441895
	Iteration 5Q: 3 clusters Score -413071.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -413146.937500 Penalty: 4200.441895
	Iteration 6Q: 3 clusters Score -413146.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -413226.000000 Penalty: 4200.441895
	Iteration 7Q: 3 clusters Score -413226 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -413298.937500 Penalty: 4200.441895
	Iteration 8Q: 3 clusters Score -413298.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -413373.875000 Penalty: 4200.441895
	Iteration 9Q: 3 clusters Score -413373.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -413445.406250 Penalty: 4200.441895
	Iteration 10Q: 3 clusters Score -413445.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -413505.562500 Penalty: 4200.441895
	Iteration 11Q: 3 clusters Score -413505.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -413545.500000 Penalty: 4200.441895
	Iteration 12Q: 3 clusters Score -413545.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -413581.250000 Penalty: 4200.441895
	Iteration 13Q: 3 clusters Score -413581.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -413621.750000 Penalty: 4200.441895
	Iteration 14Q: 3 clusters Score -413621.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -413646.718750 Penalty: 4200.441895
	Iteration 15Q: 3 clusters Score -413646.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -413667.093750 Penalty: 4200.441895
	Iteration 16Q: 3 clusters Score -413667.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -413690.781250 Penalty: 4200.441895
	Iteration 17Q: 3 clusters Score -413690.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -413710.343750 Penalty: 4200.441895
	Iteration 18Q: 3 clusters Score -413710.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -413723.125000 Penalty: 4200.441895
	Iteration 19Q: 3 clusters Score -413723.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -413733.593750 Penalty: 4200.441895
	Iteration 20F: 3 clusters Score -413733.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -413750.218750 Penalty: 4200.441895
	Iteration 21Q: 3 clusters Score -413750.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -413762.906250 Penalty: 4200.441895
	Iteration 22Q: 3 clusters Score -413762.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -413775.250000 Penalty: 4200.441895
	Iteration 23Q: 3 clusters Score -413775.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -413784.250000 Penalty: 4200.441895
	Iteration 24Q: 3 clusters Score -413784.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -413792.593750 Penalty: 4200.441895
	Iteration 25Q: 3 clusters Score -413792.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -413800.843750 Penalty: 4200.441895
	Iteration 26Q: 3 clusters Score -413800.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -413807.968750 Penalty: 4200.441895
	Iteration 27Q: 3 clusters Score -413808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -413812.750000 Penalty: 4200.441895
	Iteration 28Q: 3 clusters Score -413812.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -413816.750000 Penalty: 4200.441895
	Iteration 29Q: 3 clusters Score -413816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -413822.937500 Penalty: 4200.441895
	Iteration 30Q: 3 clusters Score -413822.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -413829.906250 Penalty: 4200.441895
	Iteration 31Q: 3 clusters Score -413829.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -413833.656250 Penalty: 4200.441895
	Iteration 32Q: 3 clusters Score -413833.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -413835.093750 Penalty: 4200.441895
	Iteration 33Q: 3 clusters Score -413835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -413836.468750 Penalty: 4200.441895
	Iteration 34Q: 3 clusters Score -413836.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -413837.937500 Penalty: 4200.441895
	Iteration 35Q: 3 clusters Score -413837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -413840.281250 Penalty: 4200.441895
	Iteration 36Q: 3 clusters Score -413840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -413841.750000 Penalty: 4200.441895
	Iteration 37Q: 3 clusters Score -413841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -413843.250000 Penalty: 4200.441895
	Iteration 38Q: 3 clusters Score -413843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -413844.156250 Penalty: 4200.441895
	Iteration 39Q: 3 clusters Score -413844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -413844.718750 Penalty: 4200.441895
	Iteration 40F: 3 clusters Score -413844.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Entering Unmasked Estep 
Score: -523870.812500 Penalty: 2156.693115
	Iteration 0F: 2 clusters Score -523870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -518711.906250 Penalty: 4313.386230
	Iteration 0F: 3 clusters Score -518711.9 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -520045.062500 Penalty: 4313.386230
	Iteration 1F: 3 clusters Score -520045.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -520271.562500 Penalty: 4313.386230
	Iteration 2F: 3 clusters Score -520271.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -520437.718750 Penalty: 4313.386230
	Iteration 3F: 3 clusters Score -520437.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -520557.125000 Penalty: 4313.386230
	Iteration 4Q: 3 clusters Score -520557.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -520652.093750 Penalty: 4313.386230
	Iteration 5Q: 3 clusters Score -520652.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -520726.750000 Penalty: 4313.386230
	Iteration 6Q: 3 clusters Score -520726.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -520811.125000 Penalty: 4313.386230
	Iteration 7Q: 3 clusters Score -520811.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -520897.500000 Penalty: 4313.386230
	Iteration 8Q: 3 clusters Score -520897.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -520974.562500 Penalty: 4313.386230
	Iteration 9Q: 3 clusters Score -520974.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -521037.875000 Penalty: 4313.386230
	Iteration 10Q: 3 clusters Score -521037.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -521103.656250 Penalty: 4313.386230
	Iteration 11Q: 3 clusters Score -521103.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -521161.343750 Penalty: 4313.386230
	Iteration 12Q: 3 clusters Score -521161.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -521213.531250 Penalty: 4313.386230
	Iteration 13Q: 3 clusters Score -521213.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -521250.843750 Penalty: 4313.386230
	Iteration 14Q: 3 clusters Score -521250.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -521283.843750 Penalty: 4313.386230
	Iteration 15Q: 3 clusters Score -521283.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -521307.406250 Penalty: 4313.386230
	Iteration 16Q: 3 clusters Score -521307.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -521329.750000 Penalty: 4313.386230
	Iteration 17Q: 3 clusters Score -521329.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -521350.562500 Penalty: 4313.386230
	Iteration 18Q: 3 clusters Score -521350.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -521371.125000 Penalty: 4313.386230
	Iteration 19Q: 3 clusters Score -521371.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -521396.187500 Penalty: 4313.386230
	Iteration 20F: 3 clusters Score -521396.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -521422.250000 Penalty: 4313.386230
	Iteration 21Q: 3 clusters Score -521422.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -521450.437500 Penalty: 4313.386230
	Iteration 22Q: 3 clusters Score -521450.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -521480.593750 Penalty: 4313.386230
	Iteration 23Q: 3 clusters Score -521480.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -521506.875000 Penalty: 4313.386230
	Iteration 24Q: 3 clusters Score -521506.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -521525.343750 Penalty: 4313.386230
	Iteration 25Q: 3 clusters Score -521525.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -521547.343750 Penalty: 4313.386230
	Iteration 26Q: 3 clusters Score -521547.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -521562.406250 Penalty: 4313.386230
	Iteration 27Q: 3 clusters Score -521562.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -521576.718750 Penalty: 4313.386230
	Iteration 28Q: 3 clusters Score -521576.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -521592.937500 Penalty: 4313.386230
	Iteration 29Q: 3 clusters Score -521592.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -521608.750000 Penalty: 4313.386230
	Iteration 30Q: 3 clusters Score -521608.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -521624.281250 Penalty: 4313.386230
	Iteration 31Q: 3 clusters Score -521624.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -521631.312500 Penalty: 4313.386230
	Iteration 32Q: 3 clusters Score -521631.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -521638.812500 Penalty: 4313.386230
	Iteration 33Q: 3 clusters Score -521638.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -521648.281250 Penalty: 4313.386230
	Iteration 34Q: 3 clusters Score -521648.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -521654.562500 Penalty: 4313.386230
	Iteration 35Q: 3 clusters Score -521654.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -521659.812500 Penalty: 4313.386230
	Iteration 36Q: 3 clusters Score -521659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -521664.781250 Penalty: 4313.386230
	Iteration 37Q: 3 clusters Score -521664.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -521671.625000 Penalty: 4313.386230
	Iteration 38Q: 3 clusters Score -521671.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -521679.687500 Penalty: 4313.386230
	Iteration 39Q: 3 clusters Score -521679.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -521692.937500 Penalty: 4313.386230
	Iteration 40F: 3 clusters Score -521692.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -521704.718750 Penalty: 4313.386230
	Iteration 41Q: 3 clusters Score -521704.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -521712.843750 Penalty: 4313.386230
	Iteration 42Q: 3 clusters Score -521712.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -521728.531250 Penalty: 4313.386230
	Iteration 43Q: 3 clusters Score -521728.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -521742.343750 Penalty: 4313.386230
	Iteration 44Q: 3 clusters Score -521742.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -521757.843750 Penalty: 4313.386230
	Iteration 45Q: 3 clusters Score -521757.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -521774.187500 Penalty: 4313.386230
	Iteration 46Q: 3 clusters Score -521774.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -521785.750000 Penalty: 4313.386230
	Iteration 47Q: 3 clusters Score -521785.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -521801.656250 Penalty: 4313.386230
	Iteration 48Q: 3 clusters Score -521801.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -521815.531250 Penalty: 4313.386230
	Iteration 49Q: 3 clusters Score -521815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -521822.562500 Penalty: 4313.386230
	Iteration 50Q: 3 clusters Score -521822.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -521829.781250 Penalty: 4313.386230
	Iteration 51Q: 3 clusters Score -521829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -521835.937500 Penalty: 4313.386230
	Iteration 52Q: 3 clusters Score -521835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -521845.000000 Penalty: 4313.386230
	Iteration 53Q: 3 clusters Score -521845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -521855.468750 Penalty: 4313.386230
	Iteration 54Q: 3 clusters Score -521855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -521860.437500 Penalty: 4313.386230
	Iteration 55Q: 3 clusters Score -521860.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -521864.843750 Penalty: 4313.386230
	Iteration 56Q: 3 clusters Score -521864.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -521869.718750 Penalty: 4313.386230
	Iteration 57Q: 3 clusters Score -521869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -521872.250000 Penalty: 4313.386230
	Iteration 58Q: 3 clusters Score -521872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -521878.906250 Penalty: 4313.386230
	Iteration 59Q: 3 clusters Score -521878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -521883.187500 Penalty: 4313.386230
	Iteration 60F: 3 clusters Score -521883.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -521886.187500 Penalty: 4313.386230
	Iteration 61Q: 3 clusters Score -521886.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -521892.062500 Penalty: 4313.386230
	Iteration 62Q: 3 clusters Score -521892.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -521896.500000 Penalty: 4313.386230
	Iteration 63Q: 3 clusters Score -521896.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -521899.687500 Penalty: 4313.386230
	Iteration 64Q: 3 clusters Score -521899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -521901.468750 Penalty: 4313.386230
	Iteration 65Q: 3 clusters Score -521901.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -521902.250000 Penalty: 4313.386230
	Iteration 66Q: 3 clusters Score -521902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -521903.343750 Penalty: 4313.386230
	Iteration 67Q: 3 clusters Score -521903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -521903.343750 Penalty: 4313.386230
	Iteration 68F: 3 clusters Score -521903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26455 members 
Mstep: Class 12 contains 4625 members 
Mstep: Class 13 contains 22510 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 46907 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 20172 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6719 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93186 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197308.000000 Penalty: 113275.335938
Iteration 199Q: 36 clusters Score -3.819731e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26452 members 
Mstep: Class 12 contains 4626 members 
Mstep: Class 13 contains 22512 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 46900 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20179 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6719 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93189 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197336.000000 Penalty: 113275.335938
Iteration 200F: 36 clusters Score -3.819734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26447 members 
Mstep: Class 12 contains 4626 members 
Mstep: Class 13 contains 22515 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 46897 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20179 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6719 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93195 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197356.000000 Penalty: 113275.335938
Iteration 201Q: 36 clusters Score -3.819736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26444 members 
Mstep: Class 12 contains 4625 members 
Mstep: Class 13 contains 22519 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 46892 members 
Mstep: Class 16 contains 9328 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20183 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6719 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93194 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197356.000000 Penalty: 113275.335938
Iteration 202Q: 36 clusters Score -3.819736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26441 members 
Mstep: Class 12 contains 4625 members 
Mstep: Class 13 contains 22520 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 46888 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20184 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6720 members 
Mstep: Class 27 contains 11331 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93195 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197352.000000 Penalty: 113275.335938
Iteration 203Q: 36 clusters Score -3.819735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26439 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22520 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46882 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 5520 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20189 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6720 members 
Mstep: Class 27 contains 11331 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93195 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197360.000000 Penalty: 113275.335938
Iteration 204Q: 36 clusters Score -3.819736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26438 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22520 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46877 members 
Mstep: Class 16 contains 9328 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20192 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11331 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93196 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197348.000000 Penalty: 113275.335938
Iteration 205Q: 36 clusters Score -3.819735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7924 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26434 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22521 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 46873 members 
Mstep: Class 16 contains 9330 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20194 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93198 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197336.000000 Penalty: 113275.335938
Iteration 206Q: 36 clusters Score -3.819734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26432 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22522 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 46866 members 
Mstep: Class 16 contains 9330 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20199 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6722 members 
Mstep: Class 27 contains 11334 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93201 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197332.000000 Penalty: 113275.335938
Iteration 207Q: 36 clusters Score -3.819733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26431 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22522 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 46858 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20204 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6722 members 
Mstep: Class 27 contains 11333 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93203 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197324.000000 Penalty: 113275.335938
Iteration 208Q: 36 clusters Score -3.819732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26427 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22522 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 46852 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20208 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 11333 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93206 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197360.000000 Penalty: 113275.335938
Iteration 209Q: 36 clusters Score -3.819736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26423 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22523 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46845 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20216 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 11333 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93205 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197344.000000 Penalty: 113275.335938
Iteration 210Q: 36 clusters Score -3.819734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26423 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22524 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 46837 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 20221 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 11334 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93206 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197356.000000 Penalty: 113275.335938
Iteration 211Q: 36 clusters Score -3.819736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 46828 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 20230 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6722 members 
Mstep: Class 27 contains 11335 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93206 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197384.000000 Penalty: 113275.335938
Iteration 212Q: 36 clusters Score -3.819738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 46816 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 20241 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93208 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197388.000000 Penalty: 113275.335938
Iteration 213Q: 36 clusters Score -3.819739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7483 members 
Mstep: Class 15 contains 46798 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7616 members 
Mstep: Class 24 contains 20255 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93208 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197372.000000 Penalty: 113275.335938
Iteration 214Q: 36 clusters Score -3.819737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7481 members 
Mstep: Class 15 contains 46786 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7618 members 
Mstep: Class 24 contains 20268 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11339 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93206 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197332.000000 Penalty: 113275.335938
Iteration 215Q: 36 clusters Score -3.819733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26423 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7481 members 
Mstep: Class 15 contains 46769 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7620 members 
Mstep: Class 24 contains 20279 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11339 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93210 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197376.000000 Penalty: 113275.335938
Iteration 216Q: 36 clusters Score -3.819738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26423 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7482 members 
Mstep: Class 15 contains 46760 members 
Mstep: Class 16 contains 9332 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7622 members 
Mstep: Class 24 contains 20288 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11339 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93207 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197380.000000 Penalty: 113275.335938
Iteration 217Q: 36 clusters Score -3.819738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 46745 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7624 members 
Mstep: Class 24 contains 20299 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93207 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197376.000000 Penalty: 113275.335938
Iteration 218Q: 36 clusters Score -3.819738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 46726 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 20314 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93210 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197400.000000 Penalty: 113275.335938
Iteration 219Q: 36 clusters Score -3.81974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7932 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 46714 members 
Mstep: Class 16 contains 9335 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 20319 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93213 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197420.000000 Penalty: 113275.335938
Iteration 220F: 36 clusters Score -3.819742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 46704 members 
Mstep: Class 16 contains 9336 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 20323 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93219 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197404.000000 Penalty: 113275.335938
Iteration 221Q: 36 clusters Score -3.81974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26419 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 46698 members 
Mstep: Class 16 contains 9337 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 20329 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93220 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197396.000000 Penalty: 113275.335938
Iteration 222Q: 36 clusters Score -3.81974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26419 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 46696 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 20332 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93220 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197412.000000 Penalty: 113275.335938
Iteration 223Q: 36 clusters Score -3.819741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26419 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 46697 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 20330 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93220 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197416.000000 Penalty: 113275.335938
Iteration 224Q: 36 clusters Score -3.819742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26419 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 46695 members 
Mstep: Class 16 contains 9341 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 20331 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93219 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197400.000000 Penalty: 113275.335938
Iteration 225Q: 36 clusters Score -3.81974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26419 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46694 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7100 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 20331 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93220 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197412.000000 Penalty: 113275.335938
Iteration 226Q: 36 clusters Score -3.819741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26419 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46693 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7099 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7624 members 
Mstep: Class 24 contains 20331 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93222 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197416.000000 Penalty: 113275.335938
Iteration 227Q: 36 clusters Score -3.819742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46692 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7097 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7624 members 
Mstep: Class 24 contains 20331 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93223 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197416.000000 Penalty: 113275.335938
Iteration 228Q: 36 clusters Score -3.819742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46691 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7624 members 
Mstep: Class 24 contains 20331 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93225 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197412.000000 Penalty: 113275.335938
Iteration 229Q: 36 clusters Score -3.819741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46691 members 
Mstep: Class 16 contains 9341 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7624 members 
Mstep: Class 24 contains 20331 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93225 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197428.000000 Penalty: 113275.335938
Iteration 230Q: 36 clusters Score -3.819743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46691 members 
Mstep: Class 16 contains 9341 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7624 members 
Mstep: Class 24 contains 20331 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93227 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197420.000000 Penalty: 113275.335938
Iteration 231Q: 36 clusters Score -3.819742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46691 members 
Mstep: Class 16 contains 9341 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7624 members 
Mstep: Class 24 contains 20331 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93228 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197420.000000 Penalty: 113275.335938
Iteration 232Q: 36 clusters Score -3.819742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 23215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 46691 members 
Mstep: Class 16 contains 9341 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 7624 members 
Mstep: Class 24 contains 20331 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 93228 members 
Mstep: Class 31 contains 5329 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197420.000000 Penalty: 113275.335938
Iteration 233F: 36 clusters Score -3.819742e+07 nChanged 0
Entering ConstructFrom: 
Score: -38197420.000000 Penalty: 113275.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -484200.375000 Penalty: 2137.518799
	Iteration 0F: 2 clusters Score -484200.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -479347.687500 Penalty: 4275.037598
	Iteration 0F: 3 clusters Score -479347.7 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -480558.968750 Penalty: 4275.037598
	Iteration 1F: 3 clusters Score -480559 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -480765.000000 Penalty: 4275.037598
	Iteration 2F: 3 clusters Score -480765 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -480878.343750 Penalty: 4275.037598
	Iteration 3Q: 3 clusters Score -480878.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -480953.406250 Penalty: 4275.037598
	Iteration 4Q: 3 clusters Score -480953.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -481004.125000 Penalty: 4275.037598
	Iteration 5Q: 3 clusters Score -481004.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -481041.343750 Penalty: 4275.037598
	Iteration 6Q: 3 clusters Score -481041.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -481070.500000 Penalty: 4275.037598
	Iteration 7Q: 3 clusters Score -481070.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -481099.968750 Penalty: 4275.037598
	Iteration 8Q: 3 clusters Score -481100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -481123.625000 Penalty: 4275.037598
	Iteration 9Q: 3 clusters Score -481123.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -481147.968750 Penalty: 4275.037598
	Iteration 10Q: 3 clusters Score -481148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -481167.000000 Penalty: 4275.037598
	Iteration 11Q: 3 clusters Score -481167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -481181.031250 Penalty: 4275.037598
	Iteration 12Q: 3 clusters Score -481181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -481195.125000 Penalty: 4275.037598
	Iteration 13Q: 3 clusters Score -481195.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -481207.531250 Penalty: 4275.037598
	Iteration 14Q: 3 clusters Score -481207.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -481218.343750 Penalty: 4275.037598
	Iteration 15Q: 3 clusters Score -481218.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -481228.937500 Penalty: 4275.037598
	Iteration 16Q: 3 clusters Score -481228.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -481239.281250 Penalty: 4275.037598
	Iteration 17Q: 3 clusters Score -481239.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -481253.093750 Penalty: 4275.037598
	Iteration 18Q: 3 clusters Score -481253.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -481265.968750 Penalty: 4275.037598
	Iteration 19Q: 3 clusters Score -481266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -481283.031250 Penalty: 4275.037598
	Iteration 20F: 3 clusters Score -481283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -481300.781250 Penalty: 4275.037598
	Iteration 21Q: 3 clusters Score -481300.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -481314.937500 Penalty: 4275.037598
	Iteration 22Q: 3 clusters Score -481314.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -481329.781250 Penalty: 4275.037598
	Iteration 23Q: 3 clusters Score -481329.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -481351.531250 Penalty: 4275.037598
	Iteration 24Q: 3 clusters Score -481351.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -481367.906250 Penalty: 4275.037598
	Iteration 25Q: 3 clusters Score -481367.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -481396.718750 Penalty: 4275.037598
	Iteration 26Q: 3 clusters Score -481396.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -481430.437500 Penalty: 4275.037598
	Iteration 27Q: 3 clusters Score -481430.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -481465.562500 Penalty: 4275.037598
	Iteration 28Q: 3 clusters Score -481465.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -481505.281250 Penalty: 4275.037598
	Iteration 29Q: 3 clusters Score -481505.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -481545.312500 Penalty: 4275.037598
	Iteration 30Q: 3 clusters Score -481545.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -481606.000000 Penalty: 4275.037598
	Iteration 31Q: 3 clusters Score -481606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -481661.593750 Penalty: 4275.037598
	Iteration 32Q: 3 clusters Score -481661.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -481720.875000 Penalty: 4275.037598
	Iteration 33Q: 3 clusters Score -481720.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -481774.656250 Penalty: 4275.037598
	Iteration 34Q: 3 clusters Score -481774.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -481821.031250 Penalty: 4275.037598
	Iteration 35Q: 3 clusters Score -481821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -481857.250000 Penalty: 4275.037598
	Iteration 36Q: 3 clusters Score -481857.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -481893.437500 Penalty: 4275.037598
	Iteration 37Q: 3 clusters Score -481893.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -481921.500000 Penalty: 4275.037598
	Iteration 38Q: 3 clusters Score -481921.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -481944.250000 Penalty: 4275.037598
	Iteration 39Q: 3 clusters Score -481944.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -481968.062500 Penalty: 4275.037598
	Iteration 40F: 3 clusters Score -481968.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -481993.562500 Penalty: 4275.037598
	Iteration 41Q: 3 clusters Score -481993.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -482022.656250 Penalty: 4275.037598
	Iteration 42Q: 3 clusters Score -482022.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -482040.187500 Penalty: 4275.037598
	Iteration 43Q: 3 clusters Score -482040.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -482054.187500 Penalty: 4275.037598
	Iteration 44Q: 3 clusters Score -482054.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -482065.218750 Penalty: 4275.037598
	Iteration 45Q: 3 clusters Score -482065.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -482076.625000 Penalty: 4275.037598
	Iteration 46Q: 3 clusters Score -482076.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -482088.500000 Penalty: 4275.037598
	Iteration 47Q: 3 clusters Score -482088.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -482098.656250 Penalty: 4275.037598
	Iteration 48Q: 3 clusters Score -482098.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -482109.250000 Penalty: 4275.037598
	Iteration 49Q: 3 clusters Score -482109.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -482117.031250 Penalty: 4275.037598
	Iteration 50Q: 3 clusters Score -482117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -482124.656250 Penalty: 4275.037598
	Iteration 51Q: 3 clusters Score -482124.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -482136.968750 Penalty: 4275.037598
	Iteration 52Q: 3 clusters Score -482137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -482150.093750 Penalty: 4275.037598
	Iteration 53Q: 3 clusters Score -482150.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -482160.906250 Penalty: 4275.037598
	Iteration 54Q: 3 clusters Score -482160.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -482170.531250 Penalty: 4275.037598
	Iteration 55Q: 3 clusters Score -482170.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -482180.625000 Penalty: 4275.037598
	Iteration 56Q: 3 clusters Score -482180.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -482187.500000 Penalty: 4275.037598
	Iteration 57Q: 3 clusters Score -482187.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -482191.468750 Penalty: 4275.037598
	Iteration 58Q: 3 clusters Score -482191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -482198.437500 Penalty: 4275.037598
	Iteration 59Q: 3 clusters Score -482198.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -482206.281250 Penalty: 4275.037598
	Iteration 60F: 3 clusters Score -482206.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -482210.875000 Penalty: 4275.037598
	Iteration 61Q: 3 clusters Score -482210.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -482216.906250 Penalty: 4275.037598
	Iteration 62Q: 3 clusters Score -482216.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -482226.812500 Penalty: 4275.037598
	Iteration 63Q: 3 clusters Score -482226.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -482240.625000 Penalty: 4275.037598
	Iteration 64Q: 3 clusters Score -482240.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -482250.625000 Penalty: 4275.037598
	Iteration 65Q: 3 clusters Score -482250.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -482258.906250 Penalty: 4275.037598
	Iteration 66Q: 3 clusters Score -482258.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -482268.500000 Penalty: 4275.037598
	Iteration 67Q: 3 clusters Score -482268.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -482278.781250 Penalty: 4275.037598
	Iteration 68Q: 3 clusters Score -482278.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -482284.375000 Penalty: 4275.037598
	Iteration 69Q: 3 clusters Score -482284.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -482292.031250 Penalty: 4275.037598
	Iteration 70Q: 3 clusters Score -482292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -482295.656250 Penalty: 4275.037598
	Iteration 71Q: 3 clusters Score -482295.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -482298.593750 Penalty: 4275.037598
	Iteration 72Q: 3 clusters Score -482298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -482302.250000 Penalty: 4275.037598
	Iteration 73Q: 3 clusters Score -482302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -482303.343750 Penalty: 4275.037598
	Iteration 74Q: 3 clusters Score -482303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -482305.781250 Penalty: 4275.037598
	Iteration 75Q: 3 clusters Score -482305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -482305.781250 Penalty: 4275.037598
	Iteration 76Q: 3 clusters Score -482305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -482306.156250 Penalty: 4275.037598
	Iteration 77Q: 3 clusters Score -482306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -482307.250000 Penalty: 4275.037598
	Iteration 78Q: 3 clusters Score -482307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -482309.906250 Penalty: 4275.037598
	Iteration 79Q: 3 clusters Score -482309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -482309.562500 Penalty: 4275.037598
	Iteration 80F: 3 clusters Score -482309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -482312.156250 Penalty: 4275.037598
	Iteration 81Q: 3 clusters Score -482312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -482314.718750 Penalty: 4275.037598
	Iteration 82Q: 3 clusters Score -482314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -482315.531250 Penalty: 4275.037598
	Iteration 83Q: 3 clusters Score -482315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -482317.437500 Penalty: 4275.037598
	Iteration 84Q: 3 clusters Score -482317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -482318.968750 Penalty: 4275.037598
	Iteration 85Q: 3 clusters Score -482319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -482320.500000 Penalty: 4275.037598
	Iteration 86Q: 3 clusters Score -482320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -482320.875000 Penalty: 4275.037598
	Iteration 87Q: 3 clusters Score -482320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -482322.781250 Penalty: 4275.037598
	Iteration 88Q: 3 clusters Score -482322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -482323.562500 Penalty: 4275.037598
	Iteration 89Q: 3 clusters Score -482323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -482324.437500 Penalty: 4275.037598
	Iteration 90Q: 3 clusters Score -482324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -482325.968750 Penalty: 4275.037598
	Iteration 91Q: 3 clusters Score -482326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -482325.656250 Penalty: 4275.037598
	Iteration 92Q: 3 clusters Score -482325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -482325.437500 Penalty: 4275.037598
	Iteration 93Q: 3 clusters Score -482325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -482325.437500 Penalty: 4275.037598
	Iteration 94F: 3 clusters Score -482325.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Entering Unmasked Estep 
Score: -2030239.625000 Penalty: 2494.354492
	Iteration 0F: 2 clusters Score -2030240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2014072.000000 Penalty: 4988.708984
	Iteration 0F: 3 clusters Score -2014072 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2019516.250000 Penalty: 4988.708984
	Iteration 1F: 3 clusters Score -2019516 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2019945.875000 Penalty: 4988.708984
	Iteration 2F: 3 clusters Score -2019946 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2020299.000000 Penalty: 4988.708984
	Iteration 3Q: 3 clusters Score -2020299 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2020604.375000 Penalty: 4988.708984
	Iteration 4Q: 3 clusters Score -2020604 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2020908.250000 Penalty: 4988.708984
	Iteration 5Q: 3 clusters Score -2020908 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2021229.375000 Penalty: 4988.708984
	Iteration 6Q: 3 clusters Score -2021229 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2021580.125000 Penalty: 4988.708984
	Iteration 7Q: 3 clusters Score -2021580 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2022057.125000 Penalty: 4988.708984
	Iteration 8Q: 3 clusters Score -2022057 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2022692.250000 Penalty: 4988.708984
	Iteration 9Q: 3 clusters Score -2022692 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2023590.875000 Penalty: 4988.708984
	Iteration 10F: 3 clusters Score -2023591 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2024658.500000 Penalty: 4988.708984
	Iteration 11F: 3 clusters Score -2024658 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2025718.375000 Penalty: 4988.708984
	Iteration 12F: 3 clusters Score -2025718 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2026581.625000 Penalty: 4988.708984
	Iteration 13Q: 3 clusters Score -2026582 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2027162.125000 Penalty: 4988.708984
	Iteration 14Q: 3 clusters Score -2027162 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2027531.375000 Penalty: 4988.708984
	Iteration 15Q: 3 clusters Score -2027531 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2027738.625000 Penalty: 4988.708984
	Iteration 16Q: 3 clusters Score -2027739 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2027873.500000 Penalty: 4988.708984
	Iteration 17Q: 3 clusters Score -2027874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2027946.625000 Penalty: 4988.708984
	Iteration 18Q: 3 clusters Score -2027947 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2028002.250000 Penalty: 4988.708984
	Iteration 19Q: 3 clusters Score -2028002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2028041.250000 Penalty: 4988.708984
	Iteration 20F: 3 clusters Score -2028041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2028059.625000 Penalty: 4988.708984
	Iteration 21Q: 3 clusters Score -2028060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2028083.000000 Penalty: 4988.708984
	Iteration 22Q: 3 clusters Score -2028083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2028095.000000 Penalty: 4988.708984
	Iteration 23Q: 3 clusters Score -2028095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2028101.375000 Penalty: 4988.708984
	Iteration 24Q: 3 clusters Score -2028101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2028112.375000 Penalty: 4988.708984
	Iteration 25Q: 3 clusters Score -2028112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2028120.500000 Penalty: 4988.708984
	Iteration 26Q: 3 clusters Score -2028120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2028126.500000 Penalty: 4988.708984
	Iteration 27Q: 3 clusters Score -2028126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2028129.500000 Penalty: 4988.708984
	Iteration 28Q: 3 clusters Score -2028130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2028132.000000 Penalty: 4988.708984
	Iteration 29Q: 3 clusters Score -2028132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2028137.750000 Penalty: 4988.708984
	Iteration 30Q: 3 clusters Score -2028138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2028150.375000 Penalty: 4988.708984
	Iteration 31Q: 3 clusters Score -2028150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2028155.875000 Penalty: 4988.708984
	Iteration 32Q: 3 clusters Score -2028156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2028160.500000 Penalty: 4988.708984
	Iteration 33Q: 3 clusters Score -2028160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2028159.875000 Penalty: 4988.708984
	Iteration 34Q: 3 clusters Score -2028160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2028161.250000 Penalty: 4988.708984
	Iteration 35Q: 3 clusters Score -2028161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2028167.875000 Penalty: 4988.708984
	Iteration 36Q: 3 clusters Score -2028168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2028167.000000 Penalty: 4988.708984
	Iteration 37Q: 3 clusters Score -2028167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2028170.125000 Penalty: 4988.708984
	Iteration 38Q: 3 clusters Score -2028170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2028168.000000 Penalty: 4988.708984
	Iteration 39Q: 3 clusters Score -2028168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2028173.625000 Penalty: 4988.708984
	Iteration 40F: 3 clusters Score -2028174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2028177.000000 Penalty: 4988.708984
	Iteration 41Q: 3 clusters Score -2028177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2028176.250000 Penalty: 4988.708984
	Iteration 42Q: 3 clusters Score -2028176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2028176.250000 Penalty: 4988.708984
	Iteration 43F: 3 clusters Score -2028176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -293826.343750 Penalty: 2042.369507
	Iteration 0F: 2 clusters Score -293826.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -290081.312500 Penalty: 4084.739014
	Iteration 0F: 3 clusters Score -290081.3 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -290967.812500 Penalty: 4084.739014
	Iteration 1F: 3 clusters Score -290967.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -291200.593750 Penalty: 4084.739014
	Iteration 2F: 3 clusters Score -291200.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -291367.906250 Penalty: 4084.739014
	Iteration 3F: 3 clusters Score -291367.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -291515.625000 Penalty: 4084.739014
	Iteration 4Q: 3 clusters Score -291515.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -291641.875000 Penalty: 4084.739014
	Iteration 5Q: 3 clusters Score -291641.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -291754.656250 Penalty: 4084.739014
	Iteration 6Q: 3 clusters Score -291754.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -291836.062500 Penalty: 4084.739014
	Iteration 7Q: 3 clusters Score -291836.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -291913.093750 Penalty: 4084.739014
	Iteration 8Q: 3 clusters Score -291913.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -291986.156250 Penalty: 4084.739014
	Iteration 9Q: 3 clusters Score -291986.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -292059.656250 Penalty: 4084.739014
	Iteration 10Q: 3 clusters Score -292059.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -292130.625000 Penalty: 4084.739014
	Iteration 11Q: 3 clusters Score -292130.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -292189.093750 Penalty: 4084.739014
	Iteration 12Q: 3 clusters Score -292189.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -292266.812500 Penalty: 4084.739014
	Iteration 13Q: 3 clusters Score -292266.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -292334.500000 Penalty: 4084.739014
	Iteration 14Q: 3 clusters Score -292334.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -292388.718750 Penalty: 4084.739014
	Iteration 15Q: 3 clusters Score -292388.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -292424.125000 Penalty: 4084.739014
	Iteration 16Q: 3 clusters Score -292424.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -292447.781250 Penalty: 4084.739014
	Iteration 17Q: 3 clusters Score -292447.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -292473.062500 Penalty: 4084.739014
	Iteration 18Q: 3 clusters Score -292473.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -292489.281250 Penalty: 4084.739014
	Iteration 19Q: 3 clusters Score -292489.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -292501.281250 Penalty: 4084.739014
	Iteration 20F: 3 clusters Score -292501.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -292511.375000 Penalty: 4084.739014
	Iteration 21Q: 3 clusters Score -292511.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -292518.812500 Penalty: 4084.739014
	Iteration 22Q: 3 clusters Score -292518.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -292524.375000 Penalty: 4084.739014
	Iteration 23Q: 3 clusters Score -292524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -292529.625000 Penalty: 4084.739014
	Iteration 24Q: 3 clusters Score -292529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -292533.625000 Penalty: 4084.739014
	Iteration 25Q: 3 clusters Score -292533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -292535.593750 Penalty: 4084.739014
	Iteration 26Q: 3 clusters Score -292535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -292536.531250 Penalty: 4084.739014
	Iteration 27Q: 3 clusters Score -292536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -292536.531250 Penalty: 4084.739014
	Iteration 28F: 3 clusters Score -292536.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Entering Unmasked Estep 
Score: -842366.000000 Penalty: 2278.292236
	Iteration 0F: 2 clusters Score -842366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -834847.125000 Penalty: 4556.584473
	Iteration 0F: 3 clusters Score -834847.1 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -837056.000000 Penalty: 4556.584473
	Iteration 1F: 3 clusters Score -837056 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -837398.875000 Penalty: 4556.584473
	Iteration 2F: 3 clusters Score -837398.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -837624.500000 Penalty: 4556.584473
	Iteration 3F: 3 clusters Score -837624.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -837810.375000 Penalty: 4556.584473
	Iteration 4Q: 3 clusters Score -837810.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -837971.500000 Penalty: 4556.584473
	Iteration 5Q: 3 clusters Score -837971.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -838133.562500 Penalty: 4556.584473
	Iteration 6Q: 3 clusters Score -838133.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -838299.375000 Penalty: 4556.584473
	Iteration 7Q: 3 clusters Score -838299.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -838493.000000 Penalty: 4556.584473
	Iteration 8Q: 3 clusters Score -838493 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -838696.812500 Penalty: 4556.584473
	Iteration 9Q: 3 clusters Score -838696.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -838895.937500 Penalty: 4556.584473
	Iteration 10Q: 3 clusters Score -838895.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -839069.750000 Penalty: 4556.584473
	Iteration 11Q: 3 clusters Score -839069.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -839264.000000 Penalty: 4556.584473
	Iteration 12Q: 3 clusters Score -839264 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -839441.062500 Penalty: 4556.584473
	Iteration 13Q: 3 clusters Score -839441.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -839599.250000 Penalty: 4556.584473
	Iteration 14Q: 3 clusters Score -839599.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -839715.312500 Penalty: 4556.584473
	Iteration 15Q: 3 clusters Score -839715.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -839812.000000 Penalty: 4556.584473
	Iteration 16Q: 3 clusters Score -839812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -839895.562500 Penalty: 4556.584473
	Iteration 17Q: 3 clusters Score -839895.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -839970.812500 Penalty: 4556.584473
	Iteration 18Q: 3 clusters Score -839970.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -840028.312500 Penalty: 4556.584473
	Iteration 19Q: 3 clusters Score -840028.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -840071.562500 Penalty: 4556.584473
	Iteration 20F: 3 clusters Score -840071.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -840106.750000 Penalty: 4556.584473
	Iteration 21Q: 3 clusters Score -840106.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -840142.750000 Penalty: 4556.584473
	Iteration 22Q: 3 clusters Score -840142.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -840172.500000 Penalty: 4556.584473
	Iteration 23Q: 3 clusters Score -840172.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -840204.062500 Penalty: 4556.584473
	Iteration 24Q: 3 clusters Score -840204.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -840233.375000 Penalty: 4556.584473
	Iteration 25Q: 3 clusters Score -840233.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -840251.625000 Penalty: 4556.584473
	Iteration 26Q: 3 clusters Score -840251.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -840270.500000 Penalty: 4556.584473
	Iteration 27Q: 3 clusters Score -840270.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -840288.000000 Penalty: 4556.584473
	Iteration 28Q: 3 clusters Score -840288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -840303.187500 Penalty: 4556.584473
	Iteration 29Q: 3 clusters Score -840303.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -840321.312500 Penalty: 4556.584473
	Iteration 30Q: 3 clusters Score -840321.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -840339.250000 Penalty: 4556.584473
	Iteration 31Q: 3 clusters Score -840339.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -840350.875000 Penalty: 4556.584473
	Iteration 32Q: 3 clusters Score -840350.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -840364.437500 Penalty: 4556.584473
	Iteration 33Q: 3 clusters Score -840364.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -840375.625000 Penalty: 4556.584473
	Iteration 34Q: 3 clusters Score -840375.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -840390.250000 Penalty: 4556.584473
	Iteration 35Q: 3 clusters Score -840390.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -840399.187500 Penalty: 4556.584473
	Iteration 36Q: 3 clusters Score -840399.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -840410.687500 Penalty: 4556.584473
	Iteration 37Q: 3 clusters Score -840410.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -840413.750000 Penalty: 4556.584473
	Iteration 38Q: 3 clusters Score -840413.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -840417.437500 Penalty: 4556.584473
	Iteration 39Q: 3 clusters Score -840417.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -840421.937500 Penalty: 4556.584473
	Iteration 40F: 3 clusters Score -840421.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -840428.875000 Penalty: 4556.584473
	Iteration 41Q: 3 clusters Score -840428.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -840432.250000 Penalty: 4556.584473
	Iteration 42Q: 3 clusters Score -840432.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -840436.687500 Penalty: 4556.584473
	Iteration 43Q: 3 clusters Score -840436.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -840439.000000 Penalty: 4556.584473
	Iteration 44Q: 3 clusters Score -840439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -840445.625000 Penalty: 4556.584473
	Iteration 45Q: 3 clusters Score -840445.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -840447.937500 Penalty: 4556.584473
	Iteration 46Q: 3 clusters Score -840447.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -840453.750000 Penalty: 4556.584473
	Iteration 47Q: 3 clusters Score -840453.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -840453.625000 Penalty: 4556.584473
	Iteration 48Q: 3 clusters Score -840453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -840458.625000 Penalty: 4556.584473
	Iteration 49Q: 3 clusters Score -840458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -840458.750000 Penalty: 4556.584473
	Iteration 50Q: 3 clusters Score -840458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -840458.437500 Penalty: 4556.584473
	Iteration 51Q: 3 clusters Score -840458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -840460.375000 Penalty: 4556.584473
	Iteration 52Q: 3 clusters Score -840460.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -840461.875000 Penalty: 4556.584473
	Iteration 53Q: 3 clusters Score -840461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -840461.812500 Penalty: 4556.584473
	Iteration 54Q: 3 clusters Score -840461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -840461.812500 Penalty: 4556.584473
	Iteration 55F: 3 clusters Score -840461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Entering Unmasked Estep 
Score: -2007946.000000 Penalty: 2493.033447
	Iteration 0F: 2 clusters Score -2007946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1991767.000000 Penalty: 4986.066895
	Iteration 0F: 3 clusters Score -1991767 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1997275.000000 Penalty: 4986.066895
	Iteration 1F: 3 clusters Score -1997275 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1997683.125000 Penalty: 4986.066895
	Iteration 2Q: 3 clusters Score -1997683 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1998022.500000 Penalty: 4986.066895
	Iteration 3Q: 3 clusters Score -1998022 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1998335.875000 Penalty: 4986.066895
	Iteration 4Q: 3 clusters Score -1998336 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1998667.125000 Penalty: 4986.066895
	Iteration 5Q: 3 clusters Score -1998667 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1999052.750000 Penalty: 4986.066895
	Iteration 6Q: 3 clusters Score -1999053 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1999532.500000 Penalty: 4986.066895
	Iteration 7Q: 3 clusters Score -1999532 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2000069.250000 Penalty: 4986.066895
	Iteration 8Q: 3 clusters Score -2000069 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2000759.375000 Penalty: 4986.066895
	Iteration 9F: 3 clusters Score -2000759 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2001533.750000 Penalty: 4986.066895
	Iteration 10F: 3 clusters Score -2001534 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2002299.125000 Penalty: 4986.066895
	Iteration 11F: 3 clusters Score -2002299 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2003058.500000 Penalty: 4986.066895
	Iteration 12F: 3 clusters Score -2003058 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2003689.000000 Penalty: 4986.066895
	Iteration 13Q: 3 clusters Score -2003689 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2004246.625000 Penalty: 4986.066895
	Iteration 14Q: 3 clusters Score -2004247 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2004709.000000 Penalty: 4986.066895
	Iteration 15Q: 3 clusters Score -2004709 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2005067.125000 Penalty: 4986.066895
	Iteration 16Q: 3 clusters Score -2005067 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2005336.750000 Penalty: 4986.066895
	Iteration 17Q: 3 clusters Score -2005337 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2005517.125000 Penalty: 4986.066895
	Iteration 18Q: 3 clusters Score -2005517 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2005630.875000 Penalty: 4986.066895
	Iteration 19Q: 3 clusters Score -2005631 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2005709.000000 Penalty: 4986.066895
	Iteration 20F: 3 clusters Score -2005709 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2005766.875000 Penalty: 4986.066895
	Iteration 21Q: 3 clusters Score -2005767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2005805.125000 Penalty: 4986.066895
	Iteration 22Q: 3 clusters Score -2005805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2005826.750000 Penalty: 4986.066895
	Iteration 23Q: 3 clusters Score -2005827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2005840.500000 Penalty: 4986.066895
	Iteration 24Q: 3 clusters Score -2005840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2005854.250000 Penalty: 4986.066895
	Iteration 25Q: 3 clusters Score -2005854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2005860.375000 Penalty: 4986.066895
	Iteration 26Q: 3 clusters Score -2005860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2005869.875000 Penalty: 4986.066895
	Iteration 27Q: 3 clusters Score -2005870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2005878.500000 Penalty: 4986.066895
	Iteration 28Q: 3 clusters Score -2005878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2005888.375000 Penalty: 4986.066895
	Iteration 29Q: 3 clusters Score -2005888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2005896.000000 Penalty: 4986.066895
	Iteration 30Q: 3 clusters Score -2005896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2005901.250000 Penalty: 4986.066895
	Iteration 31Q: 3 clusters Score -2005901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2005904.375000 Penalty: 4986.066895
	Iteration 32Q: 3 clusters Score -2005904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2005910.000000 Penalty: 4986.066895
	Iteration 33Q: 3 clusters Score -2005910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2005919.125000 Penalty: 4986.066895
	Iteration 34Q: 3 clusters Score -2005919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2005918.875000 Penalty: 4986.066895
	Iteration 35Q: 3 clusters Score -2005919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2005917.500000 Penalty: 4986.066895
	Iteration 36Q: 3 clusters Score -2005918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2005920.500000 Penalty: 4986.066895
	Iteration 37Q: 3 clusters Score -2005920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2005922.375000 Penalty: 4986.066895
	Iteration 38Q: 3 clusters Score -2005922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2005923.500000 Penalty: 4986.066895
	Iteration 39Q: 3 clusters Score -2005924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2005925.500000 Penalty: 4986.066895
	Iteration 40F: 3 clusters Score -2005926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2005926.750000 Penalty: 4986.066895
	Iteration 41Q: 3 clusters Score -2005927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2005928.500000 Penalty: 4986.066895
	Iteration 42Q: 3 clusters Score -2005928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2005928.500000 Penalty: 4986.066895
	Iteration 43F: 3 clusters Score -2005928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -375391.093750 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -375391.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -371231.031250 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -371231 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -372188.781250 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -372188.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -372383.812500 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -372383.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -372538.250000 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -372538.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -372652.500000 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -372652.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -372743.812500 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -372743.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -372841.156250 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -372841.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -372929.281250 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -372929.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -372990.437500 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -372990.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -373044.375000 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -373044.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -373104.531250 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -373104.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -373164.250000 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -373164.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -373216.281250 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -373216.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -373264.906250 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -373264.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -373308.937500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -373308.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -373338.343750 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -373338.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -373365.593750 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -373365.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -373387.718750 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -373387.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -373411.250000 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -373411.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -373427.281250 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -373427.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -373442.000000 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -373442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -373460.250000 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -373460.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -373472.906250 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -373472.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -373485.281250 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -373485.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -373494.250000 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -373494.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -373499.218750 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -373499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -373503.750000 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -373503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -373510.781250 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -373510.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -373518.031250 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -373518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -373526.468750 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -373526.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -373537.687500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -373537.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -373543.375000 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -373543.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -373552.687500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -373552.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -373562.031250 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -373562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -373567.031250 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -373567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -373571.187500 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -373571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -373573.125000 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -373573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -373573.218750 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -373573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -373573.218750 Penalty: 4164.156738
	Iteration 38F: 3 clusters Score -373573.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -202314.062500 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -202314.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -199153.062500 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -199153.1 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -199899.500000 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -199899.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -200166.187500 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -200166.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -200406.734375 Penalty: 3960.293457
	Iteration 3F: 3 clusters Score -200406.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -200623.390625 Penalty: 3960.293457
	Iteration 4F: 3 clusters Score -200623.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -200819.046875 Penalty: 3960.293457
	Iteration 5F: 3 clusters Score -200819 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -200997.531250 Penalty: 3960.293457
	Iteration 6F: 3 clusters Score -200997.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -201143.437500 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -201143.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -201228.812500 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -201228.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -201295.812500 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -201295.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -201332.812500 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -201332.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -201360.328125 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -201360.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -201372.828125 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -201372.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -201384.437500 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -201384.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -201399.484375 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -201399.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -201407.828125 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -201407.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -201420.890625 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -201420.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -201434.250000 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -201434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -201444.093750 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -201444.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -201447.078125 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -201447.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -201449.734375 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -201449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -201451.500000 Penalty: 3960.293457
	Iteration 21Q: 3 clusters Score -201451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -201452.265625 Penalty: 3960.293457
	Iteration 22Q: 3 clusters Score -201452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -201453.968750 Penalty: 3960.293457
	Iteration 23Q: 3 clusters Score -201454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -201458.375000 Penalty: 3960.293457
	Iteration 24Q: 3 clusters Score -201458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -201460.328125 Penalty: 3960.293457
	Iteration 25Q: 3 clusters Score -201460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -201462.046875 Penalty: 3960.293457
	Iteration 26Q: 3 clusters Score -201462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -201464.015625 Penalty: 3960.293457
	Iteration 27Q: 3 clusters Score -201464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -201465.656250 Penalty: 3960.293457
	Iteration 28Q: 3 clusters Score -201465.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -201466.687500 Penalty: 3960.293457
	Iteration 29Q: 3 clusters Score -201466.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -201468.765625 Penalty: 3960.293457
	Iteration 30Q: 3 clusters Score -201468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -201470.968750 Penalty: 3960.293457
	Iteration 31Q: 3 clusters Score -201471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -201472.734375 Penalty: 3960.293457
	Iteration 32Q: 3 clusters Score -201472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -201472.734375 Penalty: 3960.293457
	Iteration 33F: 3 clusters Score -201472.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Entering Unmasked Estep 
Score: -686333.625000 Penalty: 2222.323486
	Iteration 0F: 2 clusters Score -686333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -679984.000000 Penalty: 4444.646973
	Iteration 0F: 3 clusters Score -679984 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -681773.000000 Penalty: 4444.646973
	Iteration 1F: 3 clusters Score -681773 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -682050.437500 Penalty: 4444.646973
	Iteration 2F: 3 clusters Score -682050.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -682291.687500 Penalty: 4444.646973
	Iteration 3F: 3 clusters Score -682291.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -682507.187500 Penalty: 4444.646973
	Iteration 4Q: 3 clusters Score -682507.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -682765.250000 Penalty: 4444.646973
	Iteration 5F: 3 clusters Score -682765.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -683006.437500 Penalty: 4444.646973
	Iteration 6F: 3 clusters Score -683006.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -683217.500000 Penalty: 4444.646973
	Iteration 7Q: 3 clusters Score -683217.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -683361.875000 Penalty: 4444.646973
	Iteration 8Q: 3 clusters Score -683361.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -683481.750000 Penalty: 4444.646973
	Iteration 9Q: 3 clusters Score -683481.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -683578.875000 Penalty: 4444.646973
	Iteration 10Q: 3 clusters Score -683578.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -683646.812500 Penalty: 4444.646973
	Iteration 11Q: 3 clusters Score -683646.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -683707.125000 Penalty: 4444.646973
	Iteration 12Q: 3 clusters Score -683707.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -683768.187500 Penalty: 4444.646973
	Iteration 13Q: 3 clusters Score -683768.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -683828.875000 Penalty: 4444.646973
	Iteration 14Q: 3 clusters Score -683828.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -683888.437500 Penalty: 4444.646973
	Iteration 15Q: 3 clusters Score -683888.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -683948.000000 Penalty: 4444.646973
	Iteration 16Q: 3 clusters Score -683948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -683992.062500 Penalty: 4444.646973
	Iteration 17Q: 3 clusters Score -683992.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -684035.750000 Penalty: 4444.646973
	Iteration 18Q: 3 clusters Score -684035.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -684081.500000 Penalty: 4444.646973
	Iteration 19Q: 3 clusters Score -684081.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -684121.687500 Penalty: 4444.646973
	Iteration 20F: 3 clusters Score -684121.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -684161.125000 Penalty: 4444.646973
	Iteration 21Q: 3 clusters Score -684161.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -684199.437500 Penalty: 4444.646973
	Iteration 22Q: 3 clusters Score -684199.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -684246.812500 Penalty: 4444.646973
	Iteration 23Q: 3 clusters Score -684246.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -684289.750000 Penalty: 4444.646973
	Iteration 24Q: 3 clusters Score -684289.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -684319.062500 Penalty: 4444.646973
	Iteration 25Q: 3 clusters Score -684319.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -684338.000000 Penalty: 4444.646973
	Iteration 26Q: 3 clusters Score -684338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -684353.625000 Penalty: 4444.646973
	Iteration 27Q: 3 clusters Score -684353.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -684360.250000 Penalty: 4444.646973
	Iteration 28Q: 3 clusters Score -684360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -684367.875000 Penalty: 4444.646973
	Iteration 29Q: 3 clusters Score -684367.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -684378.500000 Penalty: 4444.646973
	Iteration 30Q: 3 clusters Score -684378.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -684387.875000 Penalty: 4444.646973
	Iteration 31Q: 3 clusters Score -684387.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -684393.500000 Penalty: 4444.646973
	Iteration 32Q: 3 clusters Score -684393.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -684399.625000 Penalty: 4444.646973
	Iteration 33Q: 3 clusters Score -684399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -684400.250000 Penalty: 4444.646973
	Iteration 34Q: 3 clusters Score -684400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -684404.312500 Penalty: 4444.646973
	Iteration 35Q: 3 clusters Score -684404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -684405.875000 Penalty: 4444.646973
	Iteration 36Q: 3 clusters Score -684405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -684404.812500 Penalty: 4444.646973
	Iteration 37Q: 3 clusters Score -684404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -684404.812500 Penalty: 4444.646973
	Iteration 38F: 3 clusters Score -684404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Entering Unmasked Estep 
Score: -628368.687500 Penalty: 2226.645264
	Iteration 0F: 2 clusters Score -628368.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -621938.062500 Penalty: 4453.290527
	Iteration 0F: 3 clusters Score -621938.1 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -623729.937500 Penalty: 4453.290527
	Iteration 1F: 3 clusters Score -623729.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -623998.750000 Penalty: 4453.290527
	Iteration 2F: 3 clusters Score -623998.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -624178.375000 Penalty: 4453.290527
	Iteration 3Q: 3 clusters Score -624178.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -624323.437500 Penalty: 4453.290527
	Iteration 4Q: 3 clusters Score -624323.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -624425.687500 Penalty: 4453.290527
	Iteration 5Q: 3 clusters Score -624425.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -624503.312500 Penalty: 4453.290527
	Iteration 6Q: 3 clusters Score -624503.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -624577.937500 Penalty: 4453.290527
	Iteration 7Q: 3 clusters Score -624577.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -624647.875000 Penalty: 4453.290527
	Iteration 8Q: 3 clusters Score -624647.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -624716.812500 Penalty: 4453.290527
	Iteration 9Q: 3 clusters Score -624716.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -624774.562500 Penalty: 4453.290527
	Iteration 10Q: 3 clusters Score -624774.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -624827.937500 Penalty: 4453.290527
	Iteration 11Q: 3 clusters Score -624827.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -624880.125000 Penalty: 4453.290527
	Iteration 12Q: 3 clusters Score -624880.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -624925.312500 Penalty: 4453.290527
	Iteration 13Q: 3 clusters Score -624925.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -624965.937500 Penalty: 4453.290527
	Iteration 14Q: 3 clusters Score -624965.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -625011.312500 Penalty: 4453.290527
	Iteration 15Q: 3 clusters Score -625011.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -625053.125000 Penalty: 4453.290527
	Iteration 16Q: 3 clusters Score -625053.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -625091.812500 Penalty: 4453.290527
	Iteration 17Q: 3 clusters Score -625091.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -625133.375000 Penalty: 4453.290527
	Iteration 18Q: 3 clusters Score -625133.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -625184.750000 Penalty: 4453.290527
	Iteration 19Q: 3 clusters Score -625184.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -625241.500000 Penalty: 4453.290527
	Iteration 20F: 3 clusters Score -625241.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -625315.937500 Penalty: 4453.290527
	Iteration 21Q: 3 clusters Score -625315.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -625409.187500 Penalty: 4453.290527
	Iteration 22Q: 3 clusters Score -625409.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -625502.625000 Penalty: 4453.290527
	Iteration 23Q: 3 clusters Score -625502.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -625619.687500 Penalty: 4453.290527
	Iteration 24Q: 3 clusters Score -625619.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -625768.250000 Penalty: 4453.290527
	Iteration 25Q: 3 clusters Score -625768.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -625924.625000 Penalty: 4453.290527
	Iteration 26Q: 3 clusters Score -625924.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -626087.250000 Penalty: 4453.290527
	Iteration 27Q: 3 clusters Score -626087.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -626205.812500 Penalty: 4453.290527
	Iteration 28Q: 3 clusters Score -626205.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -626293.250000 Penalty: 4453.290527
	Iteration 29Q: 3 clusters Score -626293.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -626357.750000 Penalty: 4453.290527
	Iteration 30Q: 3 clusters Score -626357.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -626403.312500 Penalty: 4453.290527
	Iteration 31Q: 3 clusters Score -626403.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -626439.500000 Penalty: 4453.290527
	Iteration 32Q: 3 clusters Score -626439.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -626465.312500 Penalty: 4453.290527
	Iteration 33Q: 3 clusters Score -626465.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -626483.750000 Penalty: 4453.290527
	Iteration 34Q: 3 clusters Score -626483.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -626502.250000 Penalty: 4453.290527
	Iteration 35Q: 3 clusters Score -626502.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -626512.750000 Penalty: 4453.290527
	Iteration 36Q: 3 clusters Score -626512.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -626522.875000 Penalty: 4453.290527
	Iteration 37Q: 3 clusters Score -626522.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -626529.562500 Penalty: 4453.290527
	Iteration 38Q: 3 clusters Score -626529.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -626536.937500 Penalty: 4453.290527
	Iteration 39Q: 3 clusters Score -626536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -626537.437500 Penalty: 4453.290527
	Iteration 40F: 3 clusters Score -626537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -626539.437500 Penalty: 4453.290527
	Iteration 41Q: 3 clusters Score -626539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -626540.687500 Penalty: 4453.290527
	Iteration 42Q: 3 clusters Score -626540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -626541.562500 Penalty: 4453.290527
	Iteration 43Q: 3 clusters Score -626541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -626540.625000 Penalty: 4453.290527
	Iteration 44Q: 3 clusters Score -626540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -626540.625000 Penalty: 4453.290527
	Iteration 45F: 3 clusters Score -626540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Entering Unmasked Estep 
Score: -1152746.750000 Penalty: 2367.113037
	Iteration 0F: 2 clusters Score -1152747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1142500.875000 Penalty: 4734.226074
	Iteration 0F: 3 clusters Score -1142501 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1145723.125000 Penalty: 4734.226074
	Iteration 1F: 3 clusters Score -1145723 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1146052.500000 Penalty: 4734.226074
	Iteration 2F: 3 clusters Score -1146052 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1146314.250000 Penalty: 4734.226074
	Iteration 3Q: 3 clusters Score -1146314 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1146576.250000 Penalty: 4734.226074
	Iteration 4Q: 3 clusters Score -1146576 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1146888.500000 Penalty: 4734.226074
	Iteration 5Q: 3 clusters Score -1146888 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1147261.750000 Penalty: 4734.226074
	Iteration 6Q: 3 clusters Score -1147262 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1147665.500000 Penalty: 4734.226074
	Iteration 7F: 3 clusters Score -1147666 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1148094.250000 Penalty: 4734.226074
	Iteration 8F: 3 clusters Score -1148094 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1148505.500000 Penalty: 4734.226074
	Iteration 9Q: 3 clusters Score -1148506 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1148886.750000 Penalty: 4734.226074
	Iteration 10Q: 3 clusters Score -1148887 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1149226.750000 Penalty: 4734.226074
	Iteration 11Q: 3 clusters Score -1149227 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1149544.375000 Penalty: 4734.226074
	Iteration 12Q: 3 clusters Score -1149544 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1149806.250000 Penalty: 4734.226074
	Iteration 13Q: 3 clusters Score -1149806 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1150014.625000 Penalty: 4734.226074
	Iteration 14Q: 3 clusters Score -1150015 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1150197.875000 Penalty: 4734.226074
	Iteration 15Q: 3 clusters Score -1150198 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1150341.875000 Penalty: 4734.226074
	Iteration 16Q: 3 clusters Score -1150342 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1150441.375000 Penalty: 4734.226074
	Iteration 17Q: 3 clusters Score -1150441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1150529.375000 Penalty: 4734.226074
	Iteration 18Q: 3 clusters Score -1150529 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1150589.625000 Penalty: 4734.226074
	Iteration 19Q: 3 clusters Score -1150590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1150658.875000 Penalty: 4734.226074
	Iteration 20F: 3 clusters Score -1150659 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1150704.375000 Penalty: 4734.226074
	Iteration 21Q: 3 clusters Score -1150704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1150744.875000 Penalty: 4734.226074
	Iteration 22Q: 3 clusters Score -1150745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1150775.500000 Penalty: 4734.226074
	Iteration 23Q: 3 clusters Score -1150776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1150802.375000 Penalty: 4734.226074
	Iteration 24Q: 3 clusters Score -1150802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1150824.375000 Penalty: 4734.226074
	Iteration 25Q: 3 clusters Score -1150824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1150852.500000 Penalty: 4734.226074
	Iteration 26Q: 3 clusters Score -1150852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1150869.750000 Penalty: 4734.226074
	Iteration 27Q: 3 clusters Score -1150870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1150889.000000 Penalty: 4734.226074
	Iteration 28Q: 3 clusters Score -1150889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1150902.500000 Penalty: 4734.226074
	Iteration 29Q: 3 clusters Score -1150902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1150914.000000 Penalty: 4734.226074
	Iteration 30Q: 3 clusters Score -1150914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1150919.750000 Penalty: 4734.226074
	Iteration 31Q: 3 clusters Score -1150920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1150926.250000 Penalty: 4734.226074
	Iteration 32Q: 3 clusters Score -1150926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1150928.875000 Penalty: 4734.226074
	Iteration 33Q: 3 clusters Score -1150929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1150929.875000 Penalty: 4734.226074
	Iteration 34Q: 3 clusters Score -1150930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1150931.875000 Penalty: 4734.226074
	Iteration 35Q: 3 clusters Score -1150932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1150930.750000 Penalty: 4734.226074
	Iteration 36Q: 3 clusters Score -1150931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1150934.250000 Penalty: 4734.226074
	Iteration 37Q: 3 clusters Score -1150934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1150934.750000 Penalty: 4734.226074
	Iteration 38Q: 3 clusters Score -1150935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1150935.125000 Penalty: 4734.226074
	Iteration 39Q: 3 clusters Score -1150935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1150934.625000 Penalty: 4734.226074
	Iteration 40F: 3 clusters Score -1150935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Entering Unmasked Estep 
Score: -2174982.250000 Penalty: 2525.105225
	Iteration 0F: 2 clusters Score -2174982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2156737.500000 Penalty: 5050.210449
	Iteration 0F: 3 clusters Score -2156738 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2163205.500000 Penalty: 5050.210449
	Iteration 1F: 3 clusters Score -2163206 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2163743.500000 Penalty: 5050.210449
	Iteration 2F: 3 clusters Score -2163744 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2164290.750000 Penalty: 5050.210449
	Iteration 3F: 3 clusters Score -2164291 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2164945.500000 Penalty: 5050.210449
	Iteration 4F: 3 clusters Score -2164946 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2165771.750000 Penalty: 5050.210449
	Iteration 5F: 3 clusters Score -2165772 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2166800.250000 Penalty: 5050.210449
	Iteration 6F: 3 clusters Score -2166800 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2168135.250000 Penalty: 5050.210449
	Iteration 7F: 3 clusters Score -2168135 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2169452.000000 Penalty: 5050.210449
	Iteration 8F: 3 clusters Score -2169452 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2170583.000000 Penalty: 5050.210449
	Iteration 9F: 3 clusters Score -2170583 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2171400.750000 Penalty: 5050.210449
	Iteration 10Q: 3 clusters Score -2171401 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2171911.000000 Penalty: 5050.210449
	Iteration 11Q: 3 clusters Score -2171911 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2172228.500000 Penalty: 5050.210449
	Iteration 12Q: 3 clusters Score -2172228 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2172429.000000 Penalty: 5050.210449
	Iteration 13Q: 3 clusters Score -2172429 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -2172534.000000 Penalty: 5050.210449
	Iteration 14Q: 3 clusters Score -2172534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -2172608.000000 Penalty: 5050.210449
	Iteration 15Q: 3 clusters Score -2172608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2172666.500000 Penalty: 5050.210449
	Iteration 16Q: 3 clusters Score -2172666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2172714.000000 Penalty: 5050.210449
	Iteration 17Q: 3 clusters Score -2172714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -2172743.500000 Penalty: 5050.210449
	Iteration 18Q: 3 clusters Score -2172744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2172763.750000 Penalty: 5050.210449
	Iteration 19Q: 3 clusters Score -2172764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2172773.500000 Penalty: 5050.210449
	Iteration 20F: 3 clusters Score -2172774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -2172784.750000 Penalty: 5050.210449
	Iteration 21Q: 3 clusters Score -2172785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -2172798.250000 Penalty: 5050.210449
	Iteration 22Q: 3 clusters Score -2172798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -2172802.500000 Penalty: 5050.210449
	Iteration 23Q: 3 clusters Score -2172802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -2172808.750000 Penalty: 5050.210449
	Iteration 24Q: 3 clusters Score -2172809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2172810.500000 Penalty: 5050.210449
	Iteration 25Q: 3 clusters Score -2172810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2172813.250000 Penalty: 5050.210449
	Iteration 26Q: 3 clusters Score -2172813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -2172811.750000 Penalty: 5050.210449
	Iteration 27Q: 3 clusters Score -2172812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2172815.000000 Penalty: 5050.210449
	Iteration 28Q: 3 clusters Score -2172815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2172820.250000 Penalty: 5050.210449
	Iteration 29Q: 3 clusters Score -2172820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2172819.000000 Penalty: 5050.210449
	Iteration 30Q: 3 clusters Score -2172819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2172819.000000 Penalty: 5050.210449
	Iteration 31F: 3 clusters Score -2172819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -364601.000000 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -364601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -360354.312500 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -360354.3 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -361434.375000 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -361434.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -361672.562500 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -361672.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -361831.687500 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -361831.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -361948.125000 Penalty: 4185.751465
	Iteration 4Q: 3 clusters Score -361948.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -362039.062500 Penalty: 4185.751465
	Iteration 5Q: 3 clusters Score -362039.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -362125.656250 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -362125.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -362221.343750 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -362221.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -362319.031250 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -362319 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -362403.218750 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -362403.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -362488.593750 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -362488.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -362571.093750 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -362571.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -362647.968750 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -362648 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -362722.062500 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -362722.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -362805.750000 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -362805.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -362865.812500 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -362865.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -362920.687500 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -362920.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -362958.468750 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -362958.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -362992.156250 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -362992.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -363016.093750 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -363016.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -363032.093750 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -363032.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -363043.937500 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -363043.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -363048.562500 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -363048.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -363054.031250 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -363054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -363058.718750 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -363058.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -363062.218750 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -363062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -363065.781250 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -363065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -363066.531250 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -363066.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -363069.812500 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -363069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -363072.468750 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -363072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -363073.468750 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -363073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -363074.031250 Penalty: 4185.751465
	Iteration 31Q: 3 clusters Score -363074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -363074.156250 Penalty: 4185.751465
	Iteration 32Q: 3 clusters Score -363074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -363074.156250 Penalty: 4185.751465
	Iteration 33F: 3 clusters Score -363074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Entering Unmasked Estep 
Score: -1935758.125000 Penalty: 2485.561523
	Iteration 0F: 2 clusters Score -1935758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1920129.875000 Penalty: 4971.123047
	Iteration 0F: 3 clusters Score -1920130 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1925522.625000 Penalty: 4971.123047
	Iteration 1F: 3 clusters Score -1925523 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1926042.250000 Penalty: 4971.123047
	Iteration 2F: 3 clusters Score -1926042 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1926484.000000 Penalty: 4971.123047
	Iteration 3Q: 3 clusters Score -1926484 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1926863.500000 Penalty: 4971.123047
	Iteration 4Q: 3 clusters Score -1926864 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1927247.750000 Penalty: 4971.123047
	Iteration 5Q: 3 clusters Score -1927248 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1927618.000000 Penalty: 4971.123047
	Iteration 6Q: 3 clusters Score -1927618 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1928096.000000 Penalty: 4971.123047
	Iteration 7Q: 3 clusters Score -1928096 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1928698.750000 Penalty: 4971.123047
	Iteration 8Q: 3 clusters Score -1928699 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1929450.875000 Penalty: 4971.123047
	Iteration 9Q: 3 clusters Score -1929451 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1930356.625000 Penalty: 4971.123047
	Iteration 10F: 3 clusters Score -1930357 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1931205.125000 Penalty: 4971.123047
	Iteration 11Q: 3 clusters Score -1931205 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1931897.000000 Penalty: 4971.123047
	Iteration 12Q: 3 clusters Score -1931897 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1932435.875000 Penalty: 4971.123047
	Iteration 13Q: 3 clusters Score -1932436 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1932798.250000 Penalty: 4971.123047
	Iteration 14Q: 3 clusters Score -1932798 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1933078.250000 Penalty: 4971.123047
	Iteration 15Q: 3 clusters Score -1933078 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1933259.000000 Penalty: 4971.123047
	Iteration 16Q: 3 clusters Score -1933259 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1933380.500000 Penalty: 4971.123047
	Iteration 17Q: 3 clusters Score -1933380 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1933476.000000 Penalty: 4971.123047
	Iteration 18Q: 3 clusters Score -1933476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1933540.125000 Penalty: 4971.123047
	Iteration 19Q: 3 clusters Score -1933540 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1933607.125000 Penalty: 4971.123047
	Iteration 20F: 3 clusters Score -1933607 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1933655.875000 Penalty: 4971.123047
	Iteration 21Q: 3 clusters Score -1933656 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1933691.625000 Penalty: 4971.123047
	Iteration 22Q: 3 clusters Score -1933692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1933712.875000 Penalty: 4971.123047
	Iteration 23Q: 3 clusters Score -1933713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1933729.000000 Penalty: 4971.123047
	Iteration 24Q: 3 clusters Score -1933729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1933741.500000 Penalty: 4971.123047
	Iteration 25Q: 3 clusters Score -1933742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1933743.250000 Penalty: 4971.123047
	Iteration 26Q: 3 clusters Score -1933743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1933746.625000 Penalty: 4971.123047
	Iteration 27Q: 3 clusters Score -1933747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1933746.750000 Penalty: 4971.123047
	Iteration 28Q: 3 clusters Score -1933747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1933751.625000 Penalty: 4971.123047
	Iteration 29Q: 3 clusters Score -1933752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1933759.250000 Penalty: 4971.123047
	Iteration 30Q: 3 clusters Score -1933759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1933762.000000 Penalty: 4971.123047
	Iteration 31Q: 3 clusters Score -1933762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1933764.375000 Penalty: 4971.123047
	Iteration 32Q: 3 clusters Score -1933764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1933769.000000 Penalty: 4971.123047
	Iteration 33Q: 3 clusters Score -1933769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1933775.000000 Penalty: 4971.123047
	Iteration 34Q: 3 clusters Score -1933775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1933776.250000 Penalty: 4971.123047
	Iteration 35Q: 3 clusters Score -1933776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1933776.125000 Penalty: 4971.123047
	Iteration 36Q: 3 clusters Score -1933776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1933778.000000 Penalty: 4971.123047
	Iteration 37Q: 3 clusters Score -1933778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1933778.250000 Penalty: 4971.123047
	Iteration 38Q: 3 clusters Score -1933778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1933782.375000 Penalty: 4971.123047
	Iteration 39Q: 3 clusters Score -1933782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1933790.875000 Penalty: 4971.123047
	Iteration 40F: 3 clusters Score -1933791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1933795.000000 Penalty: 4971.123047
	Iteration 41Q: 3 clusters Score -1933795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1933797.125000 Penalty: 4971.123047
	Iteration 42Q: 3 clusters Score -1933797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1933800.750000 Penalty: 4971.123047
	Iteration 43Q: 3 clusters Score -1933801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1933802.625000 Penalty: 4971.123047
	Iteration 44Q: 3 clusters Score -1933803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1933804.500000 Penalty: 4971.123047
	Iteration 45Q: 3 clusters Score -1933804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1933806.625000 Penalty: 4971.123047
	Iteration 46Q: 3 clusters Score -1933807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1933808.250000 Penalty: 4971.123047
	Iteration 47Q: 3 clusters Score -1933808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1933812.375000 Penalty: 4971.123047
	Iteration 48Q: 3 clusters Score -1933812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1933814.375000 Penalty: 4971.123047
	Iteration 49Q: 3 clusters Score -1933814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1933815.125000 Penalty: 4971.123047
	Iteration 50Q: 3 clusters Score -1933815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1933821.250000 Penalty: 4971.123047
	Iteration 51Q: 3 clusters Score -1933821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1933826.000000 Penalty: 4971.123047
	Iteration 52Q: 3 clusters Score -1933826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1933826.875000 Penalty: 4971.123047
	Iteration 53Q: 3 clusters Score -1933827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1933826.750000 Penalty: 4971.123047
	Iteration 54Q: 3 clusters Score -1933827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1933828.125000 Penalty: 4971.123047
	Iteration 55Q: 3 clusters Score -1933828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1933827.500000 Penalty: 4971.123047
	Iteration 56Q: 3 clusters Score -1933828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1933827.500000 Penalty: 4971.123047
	Iteration 57F: 3 clusters Score -1933828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Entering Unmasked Estep 
Score: -614178.875000 Penalty: 2212.422119
	Iteration 0F: 2 clusters Score -614178.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -608151.437500 Penalty: 4424.844238
	Iteration 0F: 3 clusters Score -608151.4 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -609821.750000 Penalty: 4424.844238
	Iteration 1F: 3 clusters Score -609821.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -610094.750000 Penalty: 4424.844238
	Iteration 2F: 3 clusters Score -610094.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -610277.625000 Penalty: 4424.844238
	Iteration 3Q: 3 clusters Score -610277.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -610404.625000 Penalty: 4424.844238
	Iteration 4Q: 3 clusters Score -610404.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -610492.562500 Penalty: 4424.844238
	Iteration 5Q: 3 clusters Score -610492.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -610564.812500 Penalty: 4424.844238
	Iteration 6Q: 3 clusters Score -610564.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -610632.437500 Penalty: 4424.844238
	Iteration 7Q: 3 clusters Score -610632.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -610711.937500 Penalty: 4424.844238
	Iteration 8Q: 3 clusters Score -610711.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -610800.125000 Penalty: 4424.844238
	Iteration 9Q: 3 clusters Score -610800.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -610889.437500 Penalty: 4424.844238
	Iteration 10Q: 3 clusters Score -610889.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -610982.062500 Penalty: 4424.844238
	Iteration 11Q: 3 clusters Score -610982.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -611068.375000 Penalty: 4424.844238
	Iteration 12Q: 3 clusters Score -611068.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -611139.500000 Penalty: 4424.844238
	Iteration 13Q: 3 clusters Score -611139.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -611205.750000 Penalty: 4424.844238
	Iteration 14Q: 3 clusters Score -611205.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -611279.312500 Penalty: 4424.844238
	Iteration 15Q: 3 clusters Score -611279.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -611382.562500 Penalty: 4424.844238
	Iteration 16Q: 3 clusters Score -611382.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -611478.875000 Penalty: 4424.844238
	Iteration 17Q: 3 clusters Score -611478.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -611577.937500 Penalty: 4424.844238
	Iteration 18Q: 3 clusters Score -611577.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -611664.187500 Penalty: 4424.844238
	Iteration 19Q: 3 clusters Score -611664.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -611738.312500 Penalty: 4424.844238
	Iteration 20F: 3 clusters Score -611738.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -611812.500000 Penalty: 4424.844238
	Iteration 21Q: 3 clusters Score -611812.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -611888.000000 Penalty: 4424.844238
	Iteration 22Q: 3 clusters Score -611888 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -611965.375000 Penalty: 4424.844238
	Iteration 23Q: 3 clusters Score -611965.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -612017.250000 Penalty: 4424.844238
	Iteration 24Q: 3 clusters Score -612017.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -612061.062500 Penalty: 4424.844238
	Iteration 25Q: 3 clusters Score -612061.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -612105.375000 Penalty: 4424.844238
	Iteration 26Q: 3 clusters Score -612105.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -612137.437500 Penalty: 4424.844238
	Iteration 27Q: 3 clusters Score -612137.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -612156.812500 Penalty: 4424.844238
	Iteration 28Q: 3 clusters Score -612156.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -612173.125000 Penalty: 4424.844238
	Iteration 29Q: 3 clusters Score -612173.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -612185.187500 Penalty: 4424.844238
	Iteration 30Q: 3 clusters Score -612185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -612198.812500 Penalty: 4424.844238
	Iteration 31Q: 3 clusters Score -612198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -612202.375000 Penalty: 4424.844238
	Iteration 32Q: 3 clusters Score -612202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -612204.687500 Penalty: 4424.844238
	Iteration 33Q: 3 clusters Score -612204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -612205.687500 Penalty: 4424.844238
	Iteration 34Q: 3 clusters Score -612205.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -612206.937500 Penalty: 4424.844238
	Iteration 35Q: 3 clusters Score -612206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -612208.312500 Penalty: 4424.844238
	Iteration 36Q: 3 clusters Score -612208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -612211.937500 Penalty: 4424.844238
	Iteration 37Q: 3 clusters Score -612211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -612211.562500 Penalty: 4424.844238
	Iteration 38Q: 3 clusters Score -612211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -612211.562500 Penalty: 4424.844238
	Iteration 39F: 3 clusters Score -612211.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Entering Unmasked Estep 
Score: -4048950.000000 Penalty: 2666.323975
	Iteration 0F: 2 clusters Score -4048950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4017543.000000 Penalty: 5332.647949
	Iteration 0F: 3 clusters Score -4017543 nChanged 21517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4029711.000000 Penalty: 5332.647949
	Iteration 1F: 3 clusters Score -4029711 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4030575.750000 Penalty: 5332.647949
	Iteration 2Q: 3 clusters Score -4030576 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -4031523.250000 Penalty: 5332.647949
	Iteration 3F: 3 clusters Score -4031523 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -4032534.750000 Penalty: 5332.647949
	Iteration 4F: 3 clusters Score -4032535 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -4033629.000000 Penalty: 5332.647949
	Iteration 5F: 3 clusters Score -4033629 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -4034709.250000 Penalty: 5332.647949
	Iteration 6F: 3 clusters Score -4034709 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -4035763.500000 Penalty: 5332.647949
	Iteration 7Q: 3 clusters Score -4035764 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4036790.250000 Penalty: 5332.647949
	Iteration 8Q: 3 clusters Score -4036790 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -4037761.500000 Penalty: 5332.647949
	Iteration 9Q: 3 clusters Score -4037762 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -4038817.750000 Penalty: 5332.647949
	Iteration 10Q: 3 clusters Score -4038818 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4039920.000000 Penalty: 5332.647949
	Iteration 11Q: 3 clusters Score -4039920 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4041104.750000 Penalty: 5332.647949
	Iteration 12Q: 3 clusters Score -4041105 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -4042285.250000 Penalty: 5332.647949
	Iteration 13Q: 3 clusters Score -4042285 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -4043384.000000 Penalty: 5332.647949
	Iteration 14Q: 3 clusters Score -4043384 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -4044187.250000 Penalty: 5332.647949
	Iteration 15Q: 3 clusters Score -4044187 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -4044799.500000 Penalty: 5332.647949
	Iteration 16Q: 3 clusters Score -4044800 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -4045254.500000 Penalty: 5332.647949
	Iteration 17Q: 3 clusters Score -4045254 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -4045620.000000 Penalty: 5332.647949
	Iteration 18Q: 3 clusters Score -4045620 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -4045856.750000 Penalty: 5332.647949
	Iteration 19Q: 3 clusters Score -4045857 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -4046027.250000 Penalty: 5332.647949
	Iteration 20F: 3 clusters Score -4046027 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -4046155.500000 Penalty: 5332.647949
	Iteration 21Q: 3 clusters Score -4046156 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -4046238.500000 Penalty: 5332.647949
	Iteration 22Q: 3 clusters Score -4046238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -4046324.000000 Penalty: 5332.647949
	Iteration 23Q: 3 clusters Score -4046324 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -4046388.250000 Penalty: 5332.647949
	Iteration 24Q: 3 clusters Score -4046388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -4046446.250000 Penalty: 5332.647949
	Iteration 25Q: 3 clusters Score -4046446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -4046491.500000 Penalty: 5332.647949
	Iteration 26Q: 3 clusters Score -4046492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -4046516.750000 Penalty: 5332.647949
	Iteration 27Q: 3 clusters Score -4046517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -4046545.000000 Penalty: 5332.647949
	Iteration 28Q: 3 clusters Score -4046545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -4046573.250000 Penalty: 5332.647949
	Iteration 29Q: 3 clusters Score -4046573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -4046594.500000 Penalty: 5332.647949
	Iteration 30Q: 3 clusters Score -4046594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -4046616.500000 Penalty: 5332.647949
	Iteration 31Q: 3 clusters Score -4046616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -4046624.250000 Penalty: 5332.647949
	Iteration 32Q: 3 clusters Score -4046624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -4046640.250000 Penalty: 5332.647949
	Iteration 33Q: 3 clusters Score -4046640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -4046646.250000 Penalty: 5332.647949
	Iteration 34Q: 3 clusters Score -4046646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -4046654.750000 Penalty: 5332.647949
	Iteration 35Q: 3 clusters Score -4046655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -4046668.750000 Penalty: 5332.647949
	Iteration 36Q: 3 clusters Score -4046669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -4046678.250000 Penalty: 5332.647949
	Iteration 37Q: 3 clusters Score -4046678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -4046682.000000 Penalty: 5332.647949
	Iteration 38Q: 3 clusters Score -4046682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -4046690.000000 Penalty: 5332.647949
	Iteration 39Q: 3 clusters Score -4046690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -4046696.750000 Penalty: 5332.647949
	Iteration 40F: 3 clusters Score -4046697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -4046690.000000 Penalty: 5332.647949
	Iteration 41Q: 3 clusters Score -4046690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -4046696.000000 Penalty: 5332.647949
	Iteration 42Q: 3 clusters Score -4046696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -4046704.000000 Penalty: 5332.647949
	Iteration 43Q: 3 clusters Score -4046704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -4046701.750000 Penalty: 5332.647949
	Iteration 44Q: 3 clusters Score -4046702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -4046712.250000 Penalty: 5332.647949
	Iteration 45Q: 3 clusters Score -4046712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -4046709.750000 Penalty: 5332.647949
	Iteration 46Q: 3 clusters Score -4046710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -4046711.500000 Penalty: 5332.647949
	Iteration 47Q: 3 clusters Score -4046712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -4046709.750000 Penalty: 5332.647949
	Iteration 48Q: 3 clusters Score -4046710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -4046712.500000 Penalty: 5332.647949
	Iteration 49Q: 3 clusters Score -4046712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -4046712.500000 Penalty: 5332.647949
	Iteration 50F: 3 clusters Score -4046712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -765103.062500 Penalty: 2267.257812
	Iteration 0F: 2 clusters Score -765103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -757847.062500 Penalty: 4534.515625
	Iteration 0F: 3 clusters Score -757847.1 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -760068.625000 Penalty: 4534.515625
	Iteration 1F: 3 clusters Score -760068.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -760430.000000 Penalty: 4534.515625
	Iteration 2F: 3 clusters Score -760430 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -760664.937500 Penalty: 4534.515625
	Iteration 3F: 3 clusters Score -760664.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -760866.000000 Penalty: 4534.515625
	Iteration 4Q: 3 clusters Score -760866 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -761072.937500 Penalty: 4534.515625
	Iteration 5Q: 3 clusters Score -761072.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -761245.750000 Penalty: 4534.515625
	Iteration 6Q: 3 clusters Score -761245.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -761419.250000 Penalty: 4534.515625
	Iteration 7Q: 3 clusters Score -761419.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -761592.625000 Penalty: 4534.515625
	Iteration 8Q: 3 clusters Score -761592.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -761755.750000 Penalty: 4534.515625
	Iteration 9Q: 3 clusters Score -761755.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -761905.687500 Penalty: 4534.515625
	Iteration 10Q: 3 clusters Score -761905.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -762024.687500 Penalty: 4534.515625
	Iteration 11Q: 3 clusters Score -762024.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -762114.125000 Penalty: 4534.515625
	Iteration 12Q: 3 clusters Score -762114.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -762195.437500 Penalty: 4534.515625
	Iteration 13Q: 3 clusters Score -762195.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -762267.312500 Penalty: 4534.515625
	Iteration 14Q: 3 clusters Score -762267.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -762322.750000 Penalty: 4534.515625
	Iteration 15Q: 3 clusters Score -762322.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -762367.000000 Penalty: 4534.515625
	Iteration 16Q: 3 clusters Score -762367 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -762400.312500 Penalty: 4534.515625
	Iteration 17Q: 3 clusters Score -762400.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -762432.500000 Penalty: 4534.515625
	Iteration 18Q: 3 clusters Score -762432.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -762459.625000 Penalty: 4534.515625
	Iteration 19Q: 3 clusters Score -762459.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -762491.125000 Penalty: 4534.515625
	Iteration 20F: 3 clusters Score -762491.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -762525.187500 Penalty: 4534.515625
	Iteration 21Q: 3 clusters Score -762525.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -762555.562500 Penalty: 4534.515625
	Iteration 22Q: 3 clusters Score -762555.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -762584.812500 Penalty: 4534.515625
	Iteration 23Q: 3 clusters Score -762584.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -762609.750000 Penalty: 4534.515625
	Iteration 24Q: 3 clusters Score -762609.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -762625.125000 Penalty: 4534.515625
	Iteration 25Q: 3 clusters Score -762625.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -762642.500000 Penalty: 4534.515625
	Iteration 26Q: 3 clusters Score -762642.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -762657.625000 Penalty: 4534.515625
	Iteration 27Q: 3 clusters Score -762657.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -762675.062500 Penalty: 4534.515625
	Iteration 28Q: 3 clusters Score -762675.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -762689.625000 Penalty: 4534.515625
	Iteration 29Q: 3 clusters Score -762689.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -762707.375000 Penalty: 4534.515625
	Iteration 30Q: 3 clusters Score -762707.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -762727.187500 Penalty: 4534.515625
	Iteration 31Q: 3 clusters Score -762727.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -762749.625000 Penalty: 4534.515625
	Iteration 32Q: 3 clusters Score -762749.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -762779.312500 Penalty: 4534.515625
	Iteration 33Q: 3 clusters Score -762779.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -762818.687500 Penalty: 4534.515625
	Iteration 34Q: 3 clusters Score -762818.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -762878.750000 Penalty: 4534.515625
	Iteration 35Q: 3 clusters Score -762878.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -762963.250000 Penalty: 4534.515625
	Iteration 36Q: 3 clusters Score -762963.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -763067.375000 Penalty: 4534.515625
	Iteration 37Q: 3 clusters Score -763067.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -763187.875000 Penalty: 4534.515625
	Iteration 38Q: 3 clusters Score -763187.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -763291.687500 Penalty: 4534.515625
	Iteration 39Q: 3 clusters Score -763291.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -763367.562500 Penalty: 4534.515625
	Iteration 40F: 3 clusters Score -763367.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -763418.625000 Penalty: 4534.515625
	Iteration 41Q: 3 clusters Score -763418.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -763445.437500 Penalty: 4534.515625
	Iteration 42Q: 3 clusters Score -763445.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -763461.937500 Penalty: 4534.515625
	Iteration 43Q: 3 clusters Score -763461.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -763481.000000 Penalty: 4534.515625
	Iteration 44Q: 3 clusters Score -763481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -763493.375000 Penalty: 4534.515625
	Iteration 45Q: 3 clusters Score -763493.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -763502.312500 Penalty: 4534.515625
	Iteration 46Q: 3 clusters Score -763502.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -763512.062500 Penalty: 4534.515625
	Iteration 47Q: 3 clusters Score -763512.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -763514.437500 Penalty: 4534.515625
	Iteration 48Q: 3 clusters Score -763514.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -763520.625000 Penalty: 4534.515625
	Iteration 49Q: 3 clusters Score -763520.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -763521.812500 Penalty: 4534.515625
	Iteration 50Q: 3 clusters Score -763521.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -763525.000000 Penalty: 4534.515625
	Iteration 51Q: 3 clusters Score -763525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -763526.062500 Penalty: 4534.515625
	Iteration 52Q: 3 clusters Score -763526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -763529.625000 Penalty: 4534.515625
	Iteration 53Q: 3 clusters Score -763529.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -763529.625000 Penalty: 4534.515625
	Iteration 54Q: 3 clusters Score -763529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -763531.312500 Penalty: 4534.515625
	Iteration 55Q: 3 clusters Score -763531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -763532.062500 Penalty: 4534.515625
	Iteration 56Q: 3 clusters Score -763532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -763533.500000 Penalty: 4534.515625
	Iteration 57Q: 3 clusters Score -763533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -763534.250000 Penalty: 4534.515625
	Iteration 58Q: 3 clusters Score -763534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -763534.250000 Penalty: 4534.515625
	Iteration 59Q: 3 clusters Score -763534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -763534.562500 Penalty: 4534.515625
	Iteration 60F: 3 clusters Score -763534.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Entering Unmasked Estep 
Score: -591216.437500 Penalty: 2185.769531
	Iteration 0F: 2 clusters Score -591216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -585583.625000 Penalty: 4371.539062
	Iteration 0F: 3 clusters Score -585583.6 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -587100.625000 Penalty: 4371.539062
	Iteration 1F: 3 clusters Score -587100.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -587337.125000 Penalty: 4371.539062
	Iteration 2F: 3 clusters Score -587337.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -587468.312500 Penalty: 4371.539062
	Iteration 3Q: 3 clusters Score -587468.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -587545.687500 Penalty: 4371.539062
	Iteration 4Q: 3 clusters Score -587545.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -587601.125000 Penalty: 4371.539062
	Iteration 5Q: 3 clusters Score -587601.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -587648.125000 Penalty: 4371.539062
	Iteration 6Q: 3 clusters Score -587648.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -587682.937500 Penalty: 4371.539062
	Iteration 7Q: 3 clusters Score -587682.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -587719.125000 Penalty: 4371.539062
	Iteration 8Q: 3 clusters Score -587719.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -587751.375000 Penalty: 4371.539062
	Iteration 9Q: 3 clusters Score -587751.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -587783.437500 Penalty: 4371.539062
	Iteration 10Q: 3 clusters Score -587783.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -587810.875000 Penalty: 4371.539062
	Iteration 11Q: 3 clusters Score -587810.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -587838.812500 Penalty: 4371.539062
	Iteration 12Q: 3 clusters Score -587838.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -587867.625000 Penalty: 4371.539062
	Iteration 13Q: 3 clusters Score -587867.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -587906.437500 Penalty: 4371.539062
	Iteration 14Q: 3 clusters Score -587906.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -587946.250000 Penalty: 4371.539062
	Iteration 15Q: 3 clusters Score -587946.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -587983.375000 Penalty: 4371.539062
	Iteration 16Q: 3 clusters Score -587983.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -588021.875000 Penalty: 4371.539062
	Iteration 17Q: 3 clusters Score -588021.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -588060.312500 Penalty: 4371.539062
	Iteration 18Q: 3 clusters Score -588060.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -588107.250000 Penalty: 4371.539062
	Iteration 19Q: 3 clusters Score -588107.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -588166.875000 Penalty: 4371.539062
	Iteration 20F: 3 clusters Score -588166.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -588251.437500 Penalty: 4371.539062
	Iteration 21Q: 3 clusters Score -588251.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -588356.562500 Penalty: 4371.539062
	Iteration 22Q: 3 clusters Score -588356.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -588503.687500 Penalty: 4371.539062
	Iteration 23Q: 3 clusters Score -588503.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -588664.562500 Penalty: 4371.539062
	Iteration 24Q: 3 clusters Score -588664.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -588840.062500 Penalty: 4371.539062
	Iteration 25Q: 3 clusters Score -588840.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -588981.562500 Penalty: 4371.539062
	Iteration 26Q: 3 clusters Score -588981.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -589069.250000 Penalty: 4371.539062
	Iteration 27Q: 3 clusters Score -589069.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -589121.187500 Penalty: 4371.539062
	Iteration 28Q: 3 clusters Score -589121.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -589165.437500 Penalty: 4371.539062
	Iteration 29Q: 3 clusters Score -589165.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -589194.812500 Penalty: 4371.539062
	Iteration 30Q: 3 clusters Score -589194.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -589217.437500 Penalty: 4371.539062
	Iteration 31Q: 3 clusters Score -589217.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -589231.312500 Penalty: 4371.539062
	Iteration 32Q: 3 clusters Score -589231.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -589242.125000 Penalty: 4371.539062
	Iteration 33Q: 3 clusters Score -589242.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -589250.937500 Penalty: 4371.539062
	Iteration 34Q: 3 clusters Score -589250.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -589260.187500 Penalty: 4371.539062
	Iteration 35Q: 3 clusters Score -589260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -589266.250000 Penalty: 4371.539062
	Iteration 36Q: 3 clusters Score -589266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -589270.437500 Penalty: 4371.539062
	Iteration 37Q: 3 clusters Score -589270.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -589277.875000 Penalty: 4371.539062
	Iteration 38Q: 3 clusters Score -589277.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -589277.875000 Penalty: 4371.539062
	Iteration 39F: 3 clusters Score -589277.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -532981.062500 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -532981.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -527188.625000 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -527188.6 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -528769.062500 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -528769.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -529141.562500 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -529141.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -529442.687500 Penalty: 4398.174316
	Iteration 3F: 3 clusters Score -529442.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -529714.937500 Penalty: 4398.174316
	Iteration 4F: 3 clusters Score -529714.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -529935.812500 Penalty: 4398.174316
	Iteration 5Q: 3 clusters Score -529935.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -530156.625000 Penalty: 4398.174316
	Iteration 6Q: 3 clusters Score -530156.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -530352.625000 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -530352.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -530555.125000 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -530555.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -530765.187500 Penalty: 4398.174316
	Iteration 9Q: 3 clusters Score -530765.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -530955.625000 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -530955.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -531113.625000 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -531113.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -531245.812500 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -531245.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -531338.875000 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -531338.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -531410.750000 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -531410.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -531485.500000 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -531485.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -531543.750000 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -531543.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -531611.312500 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -531611.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -531667.812500 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -531667.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -531703.500000 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -531703.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -531737.187500 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -531737.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -531766.937500 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -531766.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -531786.500000 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -531786.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -531798.000000 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -531798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -531804.500000 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -531804.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -531814.000000 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -531814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -531823.687500 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -531823.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -531830.187500 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -531830.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -531835.812500 Penalty: 4398.174316
	Iteration 28Q: 3 clusters Score -531835.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -531838.937500 Penalty: 4398.174316
	Iteration 29Q: 3 clusters Score -531838.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -531840.312500 Penalty: 4398.174316
	Iteration 30Q: 3 clusters Score -531840.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -531843.875000 Penalty: 4398.174316
	Iteration 31Q: 3 clusters Score -531843.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -531846.812500 Penalty: 4398.174316
	Iteration 32Q: 3 clusters Score -531846.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -531849.375000 Penalty: 4398.174316
	Iteration 33Q: 3 clusters Score -531849.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -531851.125000 Penalty: 4398.174316
	Iteration 34Q: 3 clusters Score -531851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -531853.062500 Penalty: 4398.174316
	Iteration 35Q: 3 clusters Score -531853.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -531855.875000 Penalty: 4398.174316
	Iteration 36Q: 3 clusters Score -531855.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -531857.875000 Penalty: 4398.174316
	Iteration 37Q: 3 clusters Score -531857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -531859.000000 Penalty: 4398.174316
	Iteration 38Q: 3 clusters Score -531859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -531861.750000 Penalty: 4398.174316
	Iteration 39Q: 3 clusters Score -531861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -531864.062500 Penalty: 4398.174316
	Iteration 40F: 3 clusters Score -531864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -531864.750000 Penalty: 4398.174316
	Iteration 41Q: 3 clusters Score -531864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -531865.437500 Penalty: 4398.174316
	Iteration 42Q: 3 clusters Score -531865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -531865.687500 Penalty: 4398.174316
	Iteration 43Q: 3 clusters Score -531865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -531865.687500 Penalty: 4398.174316
	Iteration 44F: 3 clusters Score -531865.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Entering Unmasked Estep 
Score: -432398.218750 Penalty: 2136.935791
	Iteration 0F: 2 clusters Score -432398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -427595.718750 Penalty: 4273.871582
	Iteration 0F: 3 clusters Score -427595.7 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -428880.593750 Penalty: 4273.871582
	Iteration 1F: 3 clusters Score -428880.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -429198.312500 Penalty: 4273.871582
	Iteration 2F: 3 clusters Score -429198.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -429421.062500 Penalty: 4273.871582
	Iteration 3F: 3 clusters Score -429421.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -429584.312500 Penalty: 4273.871582
	Iteration 4Q: 3 clusters Score -429584.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -429707.750000 Penalty: 4273.871582
	Iteration 5Q: 3 clusters Score -429707.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -429834.000000 Penalty: 4273.871582
	Iteration 6Q: 3 clusters Score -429834 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -429960.250000 Penalty: 4273.871582
	Iteration 7Q: 3 clusters Score -429960.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -430088.968750 Penalty: 4273.871582
	Iteration 8Q: 3 clusters Score -430089 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -430203.937500 Penalty: 4273.871582
	Iteration 9Q: 3 clusters Score -430203.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -430349.375000 Penalty: 4273.871582
	Iteration 10Q: 3 clusters Score -430349.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -430495.718750 Penalty: 4273.871582
	Iteration 11Q: 3 clusters Score -430495.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -430628.062500 Penalty: 4273.871582
	Iteration 12Q: 3 clusters Score -430628.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -430763.656250 Penalty: 4273.871582
	Iteration 13Q: 3 clusters Score -430763.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -430859.156250 Penalty: 4273.871582
	Iteration 14Q: 3 clusters Score -430859.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -430936.750000 Penalty: 4273.871582
	Iteration 15Q: 3 clusters Score -430936.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -430988.750000 Penalty: 4273.871582
	Iteration 16Q: 3 clusters Score -430988.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -431017.375000 Penalty: 4273.871582
	Iteration 17Q: 3 clusters Score -431017.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -431048.125000 Penalty: 4273.871582
	Iteration 18Q: 3 clusters Score -431048.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -431070.718750 Penalty: 4273.871582
	Iteration 19Q: 3 clusters Score -431070.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -431094.125000 Penalty: 4273.871582
	Iteration 20F: 3 clusters Score -431094.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -431107.906250 Penalty: 4273.871582
	Iteration 21Q: 3 clusters Score -431107.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -431118.218750 Penalty: 4273.871582
	Iteration 22Q: 3 clusters Score -431118.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -431124.718750 Penalty: 4273.871582
	Iteration 23Q: 3 clusters Score -431124.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -431128.156250 Penalty: 4273.871582
	Iteration 24Q: 3 clusters Score -431128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -431132.593750 Penalty: 4273.871582
	Iteration 25Q: 3 clusters Score -431132.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -431135.562500 Penalty: 4273.871582
	Iteration 26Q: 3 clusters Score -431135.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -431139.000000 Penalty: 4273.871582
	Iteration 27Q: 3 clusters Score -431139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -431140.187500 Penalty: 4273.871582
	Iteration 28Q: 3 clusters Score -431140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -431141.000000 Penalty: 4273.871582
	Iteration 29Q: 3 clusters Score -431141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -431144.781250 Penalty: 4273.871582
	Iteration 30Q: 3 clusters Score -431144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -431145.781250 Penalty: 4273.871582
	Iteration 31Q: 3 clusters Score -431145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -431148.406250 Penalty: 4273.871582
	Iteration 32Q: 3 clusters Score -431148.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -431149.406250 Penalty: 4273.871582
	Iteration 33Q: 3 clusters Score -431149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -431151.062500 Penalty: 4273.871582
	Iteration 34Q: 3 clusters Score -431151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -431150.750000 Penalty: 4273.871582
	Iteration 35Q: 3 clusters Score -431150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -431150.750000 Penalty: 4273.871582
	Iteration 36F: 3 clusters Score -431150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Entering Unmasked Estep 
Score: -1070628.000000 Penalty: 2333.865479
	Iteration 0F: 2 clusters Score -1070628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1061536.000000 Penalty: 4667.730957
	Iteration 0F: 3 clusters Score -1061536 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1064191.250000 Penalty: 4667.730957
	Iteration 1F: 3 clusters Score -1064191 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1064497.625000 Penalty: 4667.730957
	Iteration 2F: 3 clusters Score -1064498 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1064712.875000 Penalty: 4667.730957
	Iteration 3Q: 3 clusters Score -1064713 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1064934.500000 Penalty: 4667.730957
	Iteration 4Q: 3 clusters Score -1064934 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1065193.875000 Penalty: 4667.730957
	Iteration 5Q: 3 clusters Score -1065194 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1065489.500000 Penalty: 4667.730957
	Iteration 6Q: 3 clusters Score -1065490 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1065789.000000 Penalty: 4667.730957
	Iteration 7Q: 3 clusters Score -1065789 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1066116.750000 Penalty: 4667.730957
	Iteration 8Q: 3 clusters Score -1066117 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1066447.250000 Penalty: 4667.730957
	Iteration 9Q: 3 clusters Score -1066447 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1066751.500000 Penalty: 4667.730957
	Iteration 10Q: 3 clusters Score -1066752 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1066996.750000 Penalty: 4667.730957
	Iteration 11Q: 3 clusters Score -1066997 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1067173.500000 Penalty: 4667.730957
	Iteration 12Q: 3 clusters Score -1067174 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1067303.875000 Penalty: 4667.730957
	Iteration 13Q: 3 clusters Score -1067304 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1067407.250000 Penalty: 4667.730957
	Iteration 14Q: 3 clusters Score -1067407 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1067481.625000 Penalty: 4667.730957
	Iteration 15Q: 3 clusters Score -1067482 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1067554.500000 Penalty: 4667.730957
	Iteration 16Q: 3 clusters Score -1067554 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1067609.875000 Penalty: 4667.730957
	Iteration 17Q: 3 clusters Score -1067610 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1067663.875000 Penalty: 4667.730957
	Iteration 18Q: 3 clusters Score -1067664 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1067717.625000 Penalty: 4667.730957
	Iteration 19Q: 3 clusters Score -1067718 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1067769.000000 Penalty: 4667.730957
	Iteration 20F: 3 clusters Score -1067769 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1067809.375000 Penalty: 4667.730957
	Iteration 21Q: 3 clusters Score -1067809 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1067844.125000 Penalty: 4667.730957
	Iteration 22Q: 3 clusters Score -1067844 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1067886.625000 Penalty: 4667.730957
	Iteration 23Q: 3 clusters Score -1067887 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1067921.125000 Penalty: 4667.730957
	Iteration 24Q: 3 clusters Score -1067921 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1067961.000000 Penalty: 4667.730957
	Iteration 25Q: 3 clusters Score -1067961 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1067996.750000 Penalty: 4667.730957
	Iteration 26Q: 3 clusters Score -1067997 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1068022.625000 Penalty: 4667.730957
	Iteration 27Q: 3 clusters Score -1068023 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1068051.750000 Penalty: 4667.730957
	Iteration 28Q: 3 clusters Score -1068052 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1068088.625000 Penalty: 4667.730957
	Iteration 29Q: 3 clusters Score -1068089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1068135.375000 Penalty: 4667.730957
	Iteration 30Q: 3 clusters Score -1068135 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1068182.000000 Penalty: 4667.730957
	Iteration 31Q: 3 clusters Score -1068182 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1068226.750000 Penalty: 4667.730957
	Iteration 32Q: 3 clusters Score -1068227 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1068272.750000 Penalty: 4667.730957
	Iteration 33Q: 3 clusters Score -1068273 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1068304.125000 Penalty: 4667.730957
	Iteration 34Q: 3 clusters Score -1068304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1068342.000000 Penalty: 4667.730957
	Iteration 35Q: 3 clusters Score -1068342 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1068383.625000 Penalty: 4667.730957
	Iteration 36Q: 3 clusters Score -1068384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1068427.875000 Penalty: 4667.730957
	Iteration 37Q: 3 clusters Score -1068428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1068469.000000 Penalty: 4667.730957
	Iteration 38Q: 3 clusters Score -1068469 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1068503.125000 Penalty: 4667.730957
	Iteration 39Q: 3 clusters Score -1068503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1068531.000000 Penalty: 4667.730957
	Iteration 40F: 3 clusters Score -1068531 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1068561.000000 Penalty: 4667.730957
	Iteration 41Q: 3 clusters Score -1068561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1068597.500000 Penalty: 4667.730957
	Iteration 42Q: 3 clusters Score -1068598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1068628.000000 Penalty: 4667.730957
	Iteration 43Q: 3 clusters Score -1068628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1068651.750000 Penalty: 4667.730957
	Iteration 44Q: 3 clusters Score -1068652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1068668.125000 Penalty: 4667.730957
	Iteration 45Q: 3 clusters Score -1068668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1068684.875000 Penalty: 4667.730957
	Iteration 46Q: 3 clusters Score -1068685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1068697.375000 Penalty: 4667.730957
	Iteration 47Q: 3 clusters Score -1068697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1068707.750000 Penalty: 4667.730957
	Iteration 48Q: 3 clusters Score -1068708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1068710.625000 Penalty: 4667.730957
	Iteration 49Q: 3 clusters Score -1068711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1068717.250000 Penalty: 4667.730957
	Iteration 50Q: 3 clusters Score -1068717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1068719.000000 Penalty: 4667.730957
	Iteration 51Q: 3 clusters Score -1068719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1068718.625000 Penalty: 4667.730957
	Iteration 52Q: 3 clusters Score -1068719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1068721.500000 Penalty: 4667.730957
	Iteration 53Q: 3 clusters Score -1068722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1068722.250000 Penalty: 4667.730957
	Iteration 54Q: 3 clusters Score -1068722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1068723.375000 Penalty: 4667.730957
	Iteration 55Q: 3 clusters Score -1068723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1068724.375000 Penalty: 4667.730957
	Iteration 56Q: 3 clusters Score -1068724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1068725.375000 Penalty: 4667.730957
	Iteration 57Q: 3 clusters Score -1068725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1068725.750000 Penalty: 4667.730957
	Iteration 58Q: 3 clusters Score -1068726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1068729.375000 Penalty: 4667.730957
	Iteration 59Q: 3 clusters Score -1068729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1068728.375000 Penalty: 4667.730957
	Iteration 60F: 3 clusters Score -1068728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1068729.500000 Penalty: 4667.730957
	Iteration 61Q: 3 clusters Score -1068730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1068729.875000 Penalty: 4667.730957
	Iteration 62Q: 3 clusters Score -1068730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1068732.000000 Penalty: 4667.730957
	Iteration 63Q: 3 clusters Score -1068732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1068730.750000 Penalty: 4667.730957
	Iteration 64Q: 3 clusters Score -1068731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1068729.750000 Penalty: 4667.730957
	Iteration 65Q: 3 clusters Score -1068730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1068731.500000 Penalty: 4667.730957
	Iteration 66Q: 3 clusters Score -1068732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1068732.625000 Penalty: 4667.730957
	Iteration 67Q: 3 clusters Score -1068733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1068731.875000 Penalty: 4667.730957
	Iteration 68Q: 3 clusters Score -1068732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1068734.500000 Penalty: 4667.730957
	Iteration 69Q: 3 clusters Score -1068734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1068735.500000 Penalty: 4667.730957
	Iteration 70Q: 3 clusters Score -1068736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1068734.750000 Penalty: 4667.730957
	Iteration 71Q: 3 clusters Score -1068735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1068734.750000 Penalty: 4667.730957
	Iteration 72F: 3 clusters Score -1068735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Entering Unmasked Estep 
Score: -1417594.625000 Penalty: 2404.341309
	Iteration 0F: 2 clusters Score -1417595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1405994.750000 Penalty: 4808.682617
	Iteration 0F: 3 clusters Score -1405995 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1409731.375000 Penalty: 4808.682617
	Iteration 1F: 3 clusters Score -1409731 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1410034.500000 Penalty: 4808.682617
	Iteration 2F: 3 clusters Score -1410034 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1410231.375000 Penalty: 4808.682617
	Iteration 3Q: 3 clusters Score -1410231 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1410399.625000 Penalty: 4808.682617
	Iteration 4Q: 3 clusters Score -1410400 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1410542.875000 Penalty: 4808.682617
	Iteration 5Q: 3 clusters Score -1410543 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1410658.875000 Penalty: 4808.682617
	Iteration 6Q: 3 clusters Score -1410659 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1410771.375000 Penalty: 4808.682617
	Iteration 7Q: 3 clusters Score -1410771 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1410891.500000 Penalty: 4808.682617
	Iteration 8Q: 3 clusters Score -1410892 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1411025.000000 Penalty: 4808.682617
	Iteration 9Q: 3 clusters Score -1411025 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1411201.875000 Penalty: 4808.682617
	Iteration 10Q: 3 clusters Score -1411202 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1411441.750000 Penalty: 4808.682617
	Iteration 11Q: 3 clusters Score -1411442 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1411778.375000 Penalty: 4808.682617
	Iteration 12Q: 3 clusters Score -1411778 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1412198.500000 Penalty: 4808.682617
	Iteration 13Q: 3 clusters Score -1412198 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1412820.875000 Penalty: 4808.682617
	Iteration 14F: 3 clusters Score -1412821 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1413508.500000 Penalty: 4808.682617
	Iteration 15F: 3 clusters Score -1413508 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1414119.625000 Penalty: 4808.682617
	Iteration 16Q: 3 clusters Score -1414120 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1414572.250000 Penalty: 4808.682617
	Iteration 17Q: 3 clusters Score -1414572 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1414878.875000 Penalty: 4808.682617
	Iteration 18Q: 3 clusters Score -1414879 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1415093.250000 Penalty: 4808.682617
	Iteration 19Q: 3 clusters Score -1415093 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1415234.750000 Penalty: 4808.682617
	Iteration 20F: 3 clusters Score -1415235 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1415317.625000 Penalty: 4808.682617
	Iteration 21Q: 3 clusters Score -1415318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1415369.500000 Penalty: 4808.682617
	Iteration 22Q: 3 clusters Score -1415370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1415383.250000 Penalty: 4808.682617
	Iteration 23Q: 3 clusters Score -1415383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1415397.125000 Penalty: 4808.682617
	Iteration 24Q: 3 clusters Score -1415397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1415410.375000 Penalty: 4808.682617
	Iteration 25Q: 3 clusters Score -1415410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1415421.375000 Penalty: 4808.682617
	Iteration 26Q: 3 clusters Score -1415421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1415425.000000 Penalty: 4808.682617
	Iteration 27Q: 3 clusters Score -1415425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1415438.250000 Penalty: 4808.682617
	Iteration 28Q: 3 clusters Score -1415438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1415453.625000 Penalty: 4808.682617
	Iteration 29Q: 3 clusters Score -1415454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1415467.625000 Penalty: 4808.682617
	Iteration 30Q: 3 clusters Score -1415468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1415472.875000 Penalty: 4808.682617
	Iteration 31Q: 3 clusters Score -1415473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1415479.250000 Penalty: 4808.682617
	Iteration 32Q: 3 clusters Score -1415479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1415481.750000 Penalty: 4808.682617
	Iteration 33Q: 3 clusters Score -1415482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1415488.750000 Penalty: 4808.682617
	Iteration 34Q: 3 clusters Score -1415489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1415490.750000 Penalty: 4808.682617
	Iteration 35Q: 3 clusters Score -1415491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1415496.250000 Penalty: 4808.682617
	Iteration 36Q: 3 clusters Score -1415496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1415497.375000 Penalty: 4808.682617
	Iteration 37Q: 3 clusters Score -1415497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1415499.125000 Penalty: 4808.682617
	Iteration 38Q: 3 clusters Score -1415499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1415498.500000 Penalty: 4808.682617
	Iteration 39Q: 3 clusters Score -1415498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1415499.875000 Penalty: 4808.682617
	Iteration 40F: 3 clusters Score -1415500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -337535.187500 Penalty: 2051.534180
	Iteration 0F: 2 clusters Score -337535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -333729.281250 Penalty: 4103.068359
	Iteration 0F: 3 clusters Score -333729.3 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -334580.531250 Penalty: 4103.068359
	Iteration 1F: 3 clusters Score -334580.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -334788.281250 Penalty: 4103.068359
	Iteration 2F: 3 clusters Score -334788.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -334917.750000 Penalty: 4103.068359
	Iteration 3F: 3 clusters Score -334917.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -334999.093750 Penalty: 4103.068359
	Iteration 4Q: 3 clusters Score -334999.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -335069.687500 Penalty: 4103.068359
	Iteration 5Q: 3 clusters Score -335069.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -335132.750000 Penalty: 4103.068359
	Iteration 6Q: 3 clusters Score -335132.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -335194.812500 Penalty: 4103.068359
	Iteration 7Q: 3 clusters Score -335194.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -335257.000000 Penalty: 4103.068359
	Iteration 8Q: 3 clusters Score -335257 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -335323.187500 Penalty: 4103.068359
	Iteration 9Q: 3 clusters Score -335323.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -335410.937500 Penalty: 4103.068359
	Iteration 10Q: 3 clusters Score -335410.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -335527.125000 Penalty: 4103.068359
	Iteration 11Q: 3 clusters Score -335527.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -335676.187500 Penalty: 4103.068359
	Iteration 12Q: 3 clusters Score -335676.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -335855.968750 Penalty: 4103.068359
	Iteration 13Q: 3 clusters Score -335856 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -336025.406250 Penalty: 4103.068359
	Iteration 14Q: 3 clusters Score -336025.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -336142.687500 Penalty: 4103.068359
	Iteration 15Q: 3 clusters Score -336142.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -336235.312500 Penalty: 4103.068359
	Iteration 16Q: 3 clusters Score -336235.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -336314.906250 Penalty: 4103.068359
	Iteration 17Q: 3 clusters Score -336314.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -336356.250000 Penalty: 4103.068359
	Iteration 18Q: 3 clusters Score -336356.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -336376.312500 Penalty: 4103.068359
	Iteration 19Q: 3 clusters Score -336376.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -336391.218750 Penalty: 4103.068359
	Iteration 20F: 3 clusters Score -336391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -336403.187500 Penalty: 4103.068359
	Iteration 21Q: 3 clusters Score -336403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -336411.937500 Penalty: 4103.068359
	Iteration 22Q: 3 clusters Score -336411.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -336419.437500 Penalty: 4103.068359
	Iteration 23Q: 3 clusters Score -336419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -336422.968750 Penalty: 4103.068359
	Iteration 24Q: 3 clusters Score -336423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -336425.875000 Penalty: 4103.068359
	Iteration 25Q: 3 clusters Score -336425.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -336430.656250 Penalty: 4103.068359
	Iteration 26Q: 3 clusters Score -336430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -336432.437500 Penalty: 4103.068359
	Iteration 27Q: 3 clusters Score -336432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -336434.343750 Penalty: 4103.068359
	Iteration 28Q: 3 clusters Score -336434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -336436.812500 Penalty: 4103.068359
	Iteration 29Q: 3 clusters Score -336436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -336439.781250 Penalty: 4103.068359
	Iteration 30Q: 3 clusters Score -336439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -336441.812500 Penalty: 4103.068359
	Iteration 31Q: 3 clusters Score -336441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -336443.156250 Penalty: 4103.068359
	Iteration 32Q: 3 clusters Score -336443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -336443.531250 Penalty: 4103.068359
	Iteration 33Q: 3 clusters Score -336443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -336444.125000 Penalty: 4103.068359
	Iteration 34Q: 3 clusters Score -336444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -336444.656250 Penalty: 4103.068359
	Iteration 35Q: 3 clusters Score -336444.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -336444.656250 Penalty: 4103.068359
	Iteration 36F: 3 clusters Score -336444.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Entering Unmasked Estep 
Score: -727191.875000 Penalty: 2216.885986
	Iteration 0F: 2 clusters Score -727191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -721019.687500 Penalty: 4433.771973
	Iteration 0F: 3 clusters Score -721019.7 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -722666.000000 Penalty: 4433.771973
	Iteration 1F: 3 clusters Score -722666 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -722946.625000 Penalty: 4433.771973
	Iteration 2F: 3 clusters Score -722946.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -723121.625000 Penalty: 4433.771973
	Iteration 3Q: 3 clusters Score -723121.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -723261.000000 Penalty: 4433.771973
	Iteration 4Q: 3 clusters Score -723261 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -723364.875000 Penalty: 4433.771973
	Iteration 5Q: 3 clusters Score -723364.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -723435.062500 Penalty: 4433.771973
	Iteration 6Q: 3 clusters Score -723435.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -723492.812500 Penalty: 4433.771973
	Iteration 7Q: 3 clusters Score -723492.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -723536.562500 Penalty: 4433.771973
	Iteration 8Q: 3 clusters Score -723536.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -723571.937500 Penalty: 4433.771973
	Iteration 9Q: 3 clusters Score -723571.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -723619.687500 Penalty: 4433.771973
	Iteration 10Q: 3 clusters Score -723619.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -723672.812500 Penalty: 4433.771973
	Iteration 11Q: 3 clusters Score -723672.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -723722.125000 Penalty: 4433.771973
	Iteration 12Q: 3 clusters Score -723722.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -723782.812500 Penalty: 4433.771973
	Iteration 13Q: 3 clusters Score -723782.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -723863.062500 Penalty: 4433.771973
	Iteration 14Q: 3 clusters Score -723863.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -723954.687500 Penalty: 4433.771973
	Iteration 15Q: 3 clusters Score -723954.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -724047.375000 Penalty: 4433.771973
	Iteration 16Q: 3 clusters Score -724047.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -724171.250000 Penalty: 4433.771973
	Iteration 17Q: 3 clusters Score -724171.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -724285.250000 Penalty: 4433.771973
	Iteration 18Q: 3 clusters Score -724285.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -724403.187500 Penalty: 4433.771973
	Iteration 19Q: 3 clusters Score -724403.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -724525.875000 Penalty: 4433.771973
	Iteration 20F: 3 clusters Score -724525.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -724638.312500 Penalty: 4433.771973
	Iteration 21Q: 3 clusters Score -724638.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -724732.625000 Penalty: 4433.771973
	Iteration 22Q: 3 clusters Score -724732.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -724826.000000 Penalty: 4433.771973
	Iteration 23Q: 3 clusters Score -724826 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -724909.062500 Penalty: 4433.771973
	Iteration 24Q: 3 clusters Score -724909.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -724981.750000 Penalty: 4433.771973
	Iteration 25Q: 3 clusters Score -724981.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -725042.625000 Penalty: 4433.771973
	Iteration 26Q: 3 clusters Score -725042.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -725092.937500 Penalty: 4433.771973
	Iteration 27Q: 3 clusters Score -725092.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -725131.750000 Penalty: 4433.771973
	Iteration 28Q: 3 clusters Score -725131.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -725161.375000 Penalty: 4433.771973
	Iteration 29Q: 3 clusters Score -725161.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -725187.312500 Penalty: 4433.771973
	Iteration 30Q: 3 clusters Score -725187.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -725215.750000 Penalty: 4433.771973
	Iteration 31Q: 3 clusters Score -725215.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -725240.312500 Penalty: 4433.771973
	Iteration 32Q: 3 clusters Score -725240.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -725257.437500 Penalty: 4433.771973
	Iteration 33Q: 3 clusters Score -725257.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -725281.500000 Penalty: 4433.771973
	Iteration 34Q: 3 clusters Score -725281.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -725302.812500 Penalty: 4433.771973
	Iteration 35Q: 3 clusters Score -725302.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -725318.125000 Penalty: 4433.771973
	Iteration 36Q: 3 clusters Score -725318.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -725331.062500 Penalty: 4433.771973
	Iteration 37Q: 3 clusters Score -725331.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -725343.187500 Penalty: 4433.771973
	Iteration 38Q: 3 clusters Score -725343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -725351.500000 Penalty: 4433.771973
	Iteration 39Q: 3 clusters Score -725351.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -725356.312500 Penalty: 4433.771973
	Iteration 40F: 3 clusters Score -725356.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -725360.812500 Penalty: 4433.771973
	Iteration 41Q: 3 clusters Score -725360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -725363.250000 Penalty: 4433.771973
	Iteration 42Q: 3 clusters Score -725363.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -725363.250000 Penalty: 4433.771973
	Iteration 43F: 3 clusters Score -725363.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Entering Unmasked Estep 
Score: -1731382.625000 Penalty: 2460.135742
	Iteration 0F: 2 clusters Score -1731383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1717102.000000 Penalty: 4920.271484
	Iteration 0F: 3 clusters Score -1717102 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1721774.125000 Penalty: 4920.271484
	Iteration 1F: 3 clusters Score -1721774 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1722186.500000 Penalty: 4920.271484
	Iteration 2F: 3 clusters Score -1722186 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1722537.625000 Penalty: 4920.271484
	Iteration 3Q: 3 clusters Score -1722538 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1722876.875000 Penalty: 4920.271484
	Iteration 4Q: 3 clusters Score -1722877 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1723205.375000 Penalty: 4920.271484
	Iteration 5Q: 3 clusters Score -1723205 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1723555.000000 Penalty: 4920.271484
	Iteration 6Q: 3 clusters Score -1723555 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1723957.375000 Penalty: 4920.271484
	Iteration 7Q: 3 clusters Score -1723957 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1724391.000000 Penalty: 4920.271484
	Iteration 8Q: 3 clusters Score -1724391 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1724824.500000 Penalty: 4920.271484
	Iteration 9Q: 3 clusters Score -1724824 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1725243.750000 Penalty: 4920.271484
	Iteration 10Q: 3 clusters Score -1725244 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1725690.875000 Penalty: 4920.271484
	Iteration 11Q: 3 clusters Score -1725691 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1726122.875000 Penalty: 4920.271484
	Iteration 12Q: 3 clusters Score -1726123 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1726543.000000 Penalty: 4920.271484
	Iteration 13Q: 3 clusters Score -1726543 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1726902.500000 Penalty: 4920.271484
	Iteration 14Q: 3 clusters Score -1726902 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1727178.000000 Penalty: 4920.271484
	Iteration 15Q: 3 clusters Score -1727178 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1727369.250000 Penalty: 4920.271484
	Iteration 16Q: 3 clusters Score -1727369 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1727495.500000 Penalty: 4920.271484
	Iteration 17Q: 3 clusters Score -1727496 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1727603.625000 Penalty: 4920.271484
	Iteration 18Q: 3 clusters Score -1727604 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1727705.375000 Penalty: 4920.271484
	Iteration 19Q: 3 clusters Score -1727705 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1727786.125000 Penalty: 4920.271484
	Iteration 20F: 3 clusters Score -1727786 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1727856.625000 Penalty: 4920.271484
	Iteration 21Q: 3 clusters Score -1727857 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1727930.500000 Penalty: 4920.271484
	Iteration 22Q: 3 clusters Score -1727930 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1727994.125000 Penalty: 4920.271484
	Iteration 23Q: 3 clusters Score -1727994 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1728041.625000 Penalty: 4920.271484
	Iteration 24Q: 3 clusters Score -1728042 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1728094.000000 Penalty: 4920.271484
	Iteration 25Q: 3 clusters Score -1728094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1728153.625000 Penalty: 4920.271484
	Iteration 26Q: 3 clusters Score -1728154 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1728221.250000 Penalty: 4920.271484
	Iteration 27Q: 3 clusters Score -1728221 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1728284.625000 Penalty: 4920.271484
	Iteration 28Q: 3 clusters Score -1728285 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1728350.875000 Penalty: 4920.271484
	Iteration 29Q: 3 clusters Score -1728351 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1728411.625000 Penalty: 4920.271484
	Iteration 30Q: 3 clusters Score -1728412 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1728464.250000 Penalty: 4920.271484
	Iteration 31Q: 3 clusters Score -1728464 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1728492.000000 Penalty: 4920.271484
	Iteration 32Q: 3 clusters Score -1728492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1728527.500000 Penalty: 4920.271484
	Iteration 33Q: 3 clusters Score -1728528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1728555.750000 Penalty: 4920.271484
	Iteration 34Q: 3 clusters Score -1728556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1728586.125000 Penalty: 4920.271484
	Iteration 35Q: 3 clusters Score -1728586 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1728610.125000 Penalty: 4920.271484
	Iteration 36Q: 3 clusters Score -1728610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1728644.625000 Penalty: 4920.271484
	Iteration 37Q: 3 clusters Score -1728645 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1728666.250000 Penalty: 4920.271484
	Iteration 38Q: 3 clusters Score -1728666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1728686.125000 Penalty: 4920.271484
	Iteration 39Q: 3 clusters Score -1728686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1728713.500000 Penalty: 4920.271484
	Iteration 40F: 3 clusters Score -1728714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1728730.875000 Penalty: 4920.271484
	Iteration 41Q: 3 clusters Score -1728731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1728758.000000 Penalty: 4920.271484
	Iteration 42Q: 3 clusters Score -1728758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1728773.250000 Penalty: 4920.271484
	Iteration 43Q: 3 clusters Score -1728773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1728791.750000 Penalty: 4920.271484
	Iteration 44Q: 3 clusters Score -1728792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1728810.750000 Penalty: 4920.271484
	Iteration 45Q: 3 clusters Score -1728811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1728820.375000 Penalty: 4920.271484
	Iteration 46Q: 3 clusters Score -1728820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1728831.375000 Penalty: 4920.271484
	Iteration 47Q: 3 clusters Score -1728831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1728840.625000 Penalty: 4920.271484
	Iteration 48Q: 3 clusters Score -1728841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1728848.750000 Penalty: 4920.271484
	Iteration 49Q: 3 clusters Score -1728849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1728863.000000 Penalty: 4920.271484
	Iteration 50Q: 3 clusters Score -1728863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1728868.125000 Penalty: 4920.271484
	Iteration 51Q: 3 clusters Score -1728868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1728876.875000 Penalty: 4920.271484
	Iteration 52Q: 3 clusters Score -1728877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1728878.625000 Penalty: 4920.271484
	Iteration 53Q: 3 clusters Score -1728879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1728884.625000 Penalty: 4920.271484
	Iteration 54Q: 3 clusters Score -1728885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1728884.500000 Penalty: 4920.271484
	Iteration 55Q: 3 clusters Score -1728884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1728889.750000 Penalty: 4920.271484
	Iteration 56Q: 3 clusters Score -1728890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1728893.375000 Penalty: 4920.271484
	Iteration 57Q: 3 clusters Score -1728893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1728900.750000 Penalty: 4920.271484
	Iteration 58Q: 3 clusters Score -1728901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1728904.250000 Penalty: 4920.271484
	Iteration 59Q: 3 clusters Score -1728904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1728903.250000 Penalty: 4920.271484
	Iteration 60F: 3 clusters Score -1728903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1728906.250000 Penalty: 4920.271484
	Iteration 61Q: 3 clusters Score -1728906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1728907.000000 Penalty: 4920.271484
	Iteration 62Q: 3 clusters Score -1728907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1728911.625000 Penalty: 4920.271484
	Iteration 63Q: 3 clusters Score -1728912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1728908.750000 Penalty: 4920.271484
	Iteration 64Q: 3 clusters Score -1728909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1728909.000000 Penalty: 4920.271484
	Iteration 65Q: 3 clusters Score -1728909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1728913.750000 Penalty: 4920.271484
	Iteration 66Q: 3 clusters Score -1728914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1728911.875000 Penalty: 4920.271484
	Iteration 67Q: 3 clusters Score -1728912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1728906.875000 Penalty: 4920.271484
	Iteration 68Q: 3 clusters Score -1728907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1728908.125000 Penalty: 4920.271484
	Iteration 69Q: 3 clusters Score -1728908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1728907.250000 Penalty: 4920.271484
	Iteration 70Q: 3 clusters Score -1728907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1728906.875000 Penalty: 4920.271484
	Iteration 71Q: 3 clusters Score -1728907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1728909.375000 Penalty: 4920.271484
	Iteration 72Q: 3 clusters Score -1728909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1728909.375000 Penalty: 4920.271484
	Iteration 73F: 3 clusters Score -1728909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Entering Unmasked Estep 
Score: -779229.250000 Penalty: 2255.347656
	Iteration 0F: 2 clusters Score -779229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -772235.500000 Penalty: 4510.695312
	Iteration 0F: 3 clusters Score -772235.5 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -774194.500000 Penalty: 4510.695312
	Iteration 1F: 3 clusters Score -774194.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -774461.687500 Penalty: 4510.695312
	Iteration 2F: 3 clusters Score -774461.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -774651.375000 Penalty: 4510.695312
	Iteration 3F: 3 clusters Score -774651.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -774803.062500 Penalty: 4510.695312
	Iteration 4Q: 3 clusters Score -774803.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -774939.500000 Penalty: 4510.695312
	Iteration 5Q: 3 clusters Score -774939.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -775047.812500 Penalty: 4510.695312
	Iteration 6Q: 3 clusters Score -775047.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -775145.812500 Penalty: 4510.695312
	Iteration 7Q: 3 clusters Score -775145.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -775240.187500 Penalty: 4510.695312
	Iteration 8Q: 3 clusters Score -775240.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -775330.375000 Penalty: 4510.695312
	Iteration 9Q: 3 clusters Score -775330.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -775428.812500 Penalty: 4510.695312
	Iteration 10Q: 3 clusters Score -775428.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -775543.312500 Penalty: 4510.695312
	Iteration 11Q: 3 clusters Score -775543.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -775680.125000 Penalty: 4510.695312
	Iteration 12Q: 3 clusters Score -775680.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -775831.562500 Penalty: 4510.695312
	Iteration 13Q: 3 clusters Score -775831.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -775997.125000 Penalty: 4510.695312
	Iteration 14Q: 3 clusters Score -775997.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -776150.625000 Penalty: 4510.695312
	Iteration 15Q: 3 clusters Score -776150.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -776313.062500 Penalty: 4510.695312
	Iteration 16Q: 3 clusters Score -776313.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -776466.062500 Penalty: 4510.695312
	Iteration 17Q: 3 clusters Score -776466.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -776605.562500 Penalty: 4510.695312
	Iteration 18Q: 3 clusters Score -776605.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -776741.437500 Penalty: 4510.695312
	Iteration 19Q: 3 clusters Score -776741.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -776856.500000 Penalty: 4510.695312
	Iteration 20F: 3 clusters Score -776856.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -776962.437500 Penalty: 4510.695312
	Iteration 21Q: 3 clusters Score -776962.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -777043.625000 Penalty: 4510.695312
	Iteration 22Q: 3 clusters Score -777043.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -777121.562500 Penalty: 4510.695312
	Iteration 23Q: 3 clusters Score -777121.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -777174.875000 Penalty: 4510.695312
	Iteration 24Q: 3 clusters Score -777174.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -777218.000000 Penalty: 4510.695312
	Iteration 25Q: 3 clusters Score -777218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -777255.312500 Penalty: 4510.695312
	Iteration 26Q: 3 clusters Score -777255.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -777275.500000 Penalty: 4510.695312
	Iteration 27Q: 3 clusters Score -777275.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -777292.562500 Penalty: 4510.695312
	Iteration 28Q: 3 clusters Score -777292.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -777310.187500 Penalty: 4510.695312
	Iteration 29Q: 3 clusters Score -777310.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -777320.812500 Penalty: 4510.695312
	Iteration 30Q: 3 clusters Score -777320.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -777330.062500 Penalty: 4510.695312
	Iteration 31Q: 3 clusters Score -777330.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -777335.937500 Penalty: 4510.695312
	Iteration 32Q: 3 clusters Score -777335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -777342.687500 Penalty: 4510.695312
	Iteration 33Q: 3 clusters Score -777342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -777345.437500 Penalty: 4510.695312
	Iteration 34Q: 3 clusters Score -777345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -777345.625000 Penalty: 4510.695312
	Iteration 35Q: 3 clusters Score -777345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -777345.750000 Penalty: 4510.695312
	Iteration 36Q: 3 clusters Score -777345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -777345.750000 Penalty: 4510.695312
	Iteration 37F: 3 clusters Score -777345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Entering Unmasked Estep 
Score: -547979.250000 Penalty: 2185.622070
	Iteration 0F: 2 clusters Score -547979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -542394.750000 Penalty: 4371.244141
	Iteration 0F: 3 clusters Score -542394.8 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -543904.625000 Penalty: 4371.244141
	Iteration 1F: 3 clusters Score -543904.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -544222.687500 Penalty: 4371.244141
	Iteration 2F: 3 clusters Score -544222.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -544413.125000 Penalty: 4371.244141
	Iteration 3F: 3 clusters Score -544413.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -544570.375000 Penalty: 4371.244141
	Iteration 4Q: 3 clusters Score -544570.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -544705.437500 Penalty: 4371.244141
	Iteration 5Q: 3 clusters Score -544705.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -544827.625000 Penalty: 4371.244141
	Iteration 6Q: 3 clusters Score -544827.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -544951.250000 Penalty: 4371.244141
	Iteration 7Q: 3 clusters Score -544951.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -545060.812500 Penalty: 4371.244141
	Iteration 8Q: 3 clusters Score -545060.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -545175.750000 Penalty: 4371.244141
	Iteration 9Q: 3 clusters Score -545175.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -545261.062500 Penalty: 4371.244141
	Iteration 10Q: 3 clusters Score -545261.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -545341.500000 Penalty: 4371.244141
	Iteration 11Q: 3 clusters Score -545341.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -545430.750000 Penalty: 4371.244141
	Iteration 12Q: 3 clusters Score -545430.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -545498.625000 Penalty: 4371.244141
	Iteration 13Q: 3 clusters Score -545498.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -545555.875000 Penalty: 4371.244141
	Iteration 14Q: 3 clusters Score -545555.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -545605.687500 Penalty: 4371.244141
	Iteration 15Q: 3 clusters Score -545605.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -545652.687500 Penalty: 4371.244141
	Iteration 16Q: 3 clusters Score -545652.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -545687.625000 Penalty: 4371.244141
	Iteration 17Q: 3 clusters Score -545687.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -545717.437500 Penalty: 4371.244141
	Iteration 18Q: 3 clusters Score -545717.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -545742.937500 Penalty: 4371.244141
	Iteration 19Q: 3 clusters Score -545742.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -545765.625000 Penalty: 4371.244141
	Iteration 20F: 3 clusters Score -545765.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -545784.937500 Penalty: 4371.244141
	Iteration 21Q: 3 clusters Score -545784.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -545800.812500 Penalty: 4371.244141
	Iteration 22Q: 3 clusters Score -545800.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -545816.875000 Penalty: 4371.244141
	Iteration 23Q: 3 clusters Score -545816.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -545828.062500 Penalty: 4371.244141
	Iteration 24Q: 3 clusters Score -545828.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -545841.437500 Penalty: 4371.244141
	Iteration 25Q: 3 clusters Score -545841.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -545851.062500 Penalty: 4371.244141
	Iteration 26Q: 3 clusters Score -545851.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -545861.187500 Penalty: 4371.244141
	Iteration 27Q: 3 clusters Score -545861.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -545868.562500 Penalty: 4371.244141
	Iteration 28Q: 3 clusters Score -545868.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -545876.562500 Penalty: 4371.244141
	Iteration 29Q: 3 clusters Score -545876.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -545882.687500 Penalty: 4371.244141
	Iteration 30Q: 3 clusters Score -545882.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -545888.187500 Penalty: 4371.244141
	Iteration 31Q: 3 clusters Score -545888.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -545895.687500 Penalty: 4371.244141
	Iteration 32Q: 3 clusters Score -545895.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -545902.875000 Penalty: 4371.244141
	Iteration 33Q: 3 clusters Score -545902.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -545914.000000 Penalty: 4371.244141
	Iteration 34Q: 3 clusters Score -545914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -545924.000000 Penalty: 4371.244141
	Iteration 35Q: 3 clusters Score -545924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -545931.812500 Penalty: 4371.244141
	Iteration 36Q: 3 clusters Score -545931.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -545939.312500 Penalty: 4371.244141
	Iteration 37Q: 3 clusters Score -545939.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -545948.312500 Penalty: 4371.244141
	Iteration 38Q: 3 clusters Score -545948.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -545953.187500 Penalty: 4371.244141
	Iteration 39Q: 3 clusters Score -545953.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -545959.250000 Penalty: 4371.244141
	Iteration 40F: 3 clusters Score -545959.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -545965.062500 Penalty: 4371.244141
	Iteration 41Q: 3 clusters Score -545965.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -545975.062500 Penalty: 4371.244141
	Iteration 42Q: 3 clusters Score -545975.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -545980.312500 Penalty: 4371.244141
	Iteration 43Q: 3 clusters Score -545980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -545986.500000 Penalty: 4371.244141
	Iteration 44Q: 3 clusters Score -545986.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -545994.687500 Penalty: 4371.244141
	Iteration 45Q: 3 clusters Score -545994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -545999.125000 Penalty: 4371.244141
	Iteration 46Q: 3 clusters Score -545999.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -546004.812500 Penalty: 4371.244141
	Iteration 47Q: 3 clusters Score -546004.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -546009.625000 Penalty: 4371.244141
	Iteration 48Q: 3 clusters Score -546009.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -546013.375000 Penalty: 4371.244141
	Iteration 49Q: 3 clusters Score -546013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -546017.062500 Penalty: 4371.244141
	Iteration 50Q: 3 clusters Score -546017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -546019.062500 Penalty: 4371.244141
	Iteration 51Q: 3 clusters Score -546019.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -546023.375000 Penalty: 4371.244141
	Iteration 52Q: 3 clusters Score -546023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -546023.750000 Penalty: 4371.244141
	Iteration 53Q: 3 clusters Score -546023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -546025.625000 Penalty: 4371.244141
	Iteration 54Q: 3 clusters Score -546025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -546025.187500 Penalty: 4371.244141
	Iteration 55Q: 3 clusters Score -546025.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -546026.562500 Penalty: 4371.244141
	Iteration 56Q: 3 clusters Score -546026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -546026.562500 Penalty: 4371.244141
	Iteration 57F: 3 clusters Score -546026.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Entering Unmasked Estep 
Score: -976171.312500 Penalty: 2315.285156
	Iteration 0F: 2 clusters Score -976171.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -967725.500000 Penalty: 4630.570312
	Iteration 0F: 3 clusters Score -967725.5 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -970264.500000 Penalty: 4630.570312
	Iteration 1F: 3 clusters Score -970264.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -970562.625000 Penalty: 4630.570312
	Iteration 2F: 3 clusters Score -970562.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -970763.250000 Penalty: 4630.570312
	Iteration 3Q: 3 clusters Score -970763.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -970943.562500 Penalty: 4630.570312
	Iteration 4Q: 3 clusters Score -970943.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -971109.625000 Penalty: 4630.570312
	Iteration 5Q: 3 clusters Score -971109.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -971289.687500 Penalty: 4630.570312
	Iteration 6Q: 3 clusters Score -971289.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -971499.250000 Penalty: 4630.570312
	Iteration 7Q: 3 clusters Score -971499.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -971721.812500 Penalty: 4630.570312
	Iteration 8Q: 3 clusters Score -971721.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -971994.500000 Penalty: 4630.570312
	Iteration 9Q: 3 clusters Score -971994.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -972284.500000 Penalty: 4630.570312
	Iteration 10Q: 3 clusters Score -972284.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -972630.812500 Penalty: 4630.570312
	Iteration 11Q: 3 clusters Score -972630.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -972959.125000 Penalty: 4630.570312
	Iteration 12Q: 3 clusters Score -972959.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -973238.312500 Penalty: 4630.570312
	Iteration 13Q: 3 clusters Score -973238.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -973478.687500 Penalty: 4630.570312
	Iteration 14Q: 3 clusters Score -973478.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -973643.687500 Penalty: 4630.570312
	Iteration 15Q: 3 clusters Score -973643.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -973791.875000 Penalty: 4630.570312
	Iteration 16Q: 3 clusters Score -973791.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -973900.000000 Penalty: 4630.570312
	Iteration 17Q: 3 clusters Score -973900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -973961.250000 Penalty: 4630.570312
	Iteration 18Q: 3 clusters Score -973961.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -973999.812500 Penalty: 4630.570312
	Iteration 19Q: 3 clusters Score -973999.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -974043.437500 Penalty: 4630.570312
	Iteration 20F: 3 clusters Score -974043.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -974073.312500 Penalty: 4630.570312
	Iteration 21Q: 3 clusters Score -974073.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -974097.062500 Penalty: 4630.570312
	Iteration 22Q: 3 clusters Score -974097.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -974114.687500 Penalty: 4630.570312
	Iteration 23Q: 3 clusters Score -974114.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -974128.750000 Penalty: 4630.570312
	Iteration 24Q: 3 clusters Score -974128.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -974143.937500 Penalty: 4630.570312
	Iteration 25Q: 3 clusters Score -974143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -974146.750000 Penalty: 4630.570312
	Iteration 26Q: 3 clusters Score -974146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -974151.500000 Penalty: 4630.570312
	Iteration 27Q: 3 clusters Score -974151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -974151.500000 Penalty: 4630.570312
	Iteration 28F: 3 clusters Score -974151.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Entering Unmasked Estep 
Score: -832720.250000 Penalty: 2272.147461
	Iteration 0F: 2 clusters Score -832720.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -825340.750000 Penalty: 4544.294922
	Iteration 0F: 3 clusters Score -825340.8 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -827512.062500 Penalty: 4544.294922
	Iteration 1F: 3 clusters Score -827512.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -827930.750000 Penalty: 4544.294922
	Iteration 2F: 3 clusters Score -827930.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -828313.250000 Penalty: 4544.294922
	Iteration 3F: 3 clusters Score -828313.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -828709.000000 Penalty: 4544.294922
	Iteration 4F: 3 clusters Score -828709 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -829082.500000 Penalty: 4544.294922
	Iteration 5F: 3 clusters Score -829082.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -829414.312500 Penalty: 4544.294922
	Iteration 6F: 3 clusters Score -829414.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -829728.062500 Penalty: 4544.294922
	Iteration 7Q: 3 clusters Score -829728.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -829967.437500 Penalty: 4544.294922
	Iteration 8Q: 3 clusters Score -829967.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -830118.562500 Penalty: 4544.294922
	Iteration 9Q: 3 clusters Score -830118.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -830204.812500 Penalty: 4544.294922
	Iteration 10Q: 3 clusters Score -830204.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -830265.250000 Penalty: 4544.294922
	Iteration 11Q: 3 clusters Score -830265.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -830313.187500 Penalty: 4544.294922
	Iteration 12Q: 3 clusters Score -830313.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -830348.500000 Penalty: 4544.294922
	Iteration 13Q: 3 clusters Score -830348.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -830386.562500 Penalty: 4544.294922
	Iteration 14Q: 3 clusters Score -830386.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -830416.125000 Penalty: 4544.294922
	Iteration 15Q: 3 clusters Score -830416.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -830441.750000 Penalty: 4544.294922
	Iteration 16Q: 3 clusters Score -830441.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -830464.875000 Penalty: 4544.294922
	Iteration 17Q: 3 clusters Score -830464.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -830485.875000 Penalty: 4544.294922
	Iteration 18Q: 3 clusters Score -830485.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -830503.187500 Penalty: 4544.294922
	Iteration 19Q: 3 clusters Score -830503.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -830516.687500 Penalty: 4544.294922
	Iteration 20F: 3 clusters Score -830516.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -830530.000000 Penalty: 4544.294922
	Iteration 21Q: 3 clusters Score -830530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -830545.500000 Penalty: 4544.294922
	Iteration 22Q: 3 clusters Score -830545.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -830563.750000 Penalty: 4544.294922
	Iteration 23Q: 3 clusters Score -830563.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -830586.375000 Penalty: 4544.294922
	Iteration 24Q: 3 clusters Score -830586.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -830605.437500 Penalty: 4544.294922
	Iteration 25Q: 3 clusters Score -830605.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -830624.000000 Penalty: 4544.294922
	Iteration 26Q: 3 clusters Score -830624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -830638.875000 Penalty: 4544.294922
	Iteration 27Q: 3 clusters Score -830638.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -830664.437500 Penalty: 4544.294922
	Iteration 28Q: 3 clusters Score -830664.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -830674.937500 Penalty: 4544.294922
	Iteration 29Q: 3 clusters Score -830674.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -830691.000000 Penalty: 4544.294922
	Iteration 30Q: 3 clusters Score -830691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -830711.250000 Penalty: 4544.294922
	Iteration 31Q: 3 clusters Score -830711.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -830730.125000 Penalty: 4544.294922
	Iteration 32Q: 3 clusters Score -830730.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -830746.625000 Penalty: 4544.294922
	Iteration 33Q: 3 clusters Score -830746.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -830765.812500 Penalty: 4544.294922
	Iteration 34Q: 3 clusters Score -830765.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -830777.750000 Penalty: 4544.294922
	Iteration 35Q: 3 clusters Score -830777.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -830789.875000 Penalty: 4544.294922
	Iteration 36Q: 3 clusters Score -830789.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -830805.062500 Penalty: 4544.294922
	Iteration 37Q: 3 clusters Score -830805.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -830815.875000 Penalty: 4544.294922
	Iteration 38Q: 3 clusters Score -830815.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -830829.875000 Penalty: 4544.294922
	Iteration 39Q: 3 clusters Score -830829.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -830844.937500 Penalty: 4544.294922
	Iteration 40F: 3 clusters Score -830844.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -830852.562500 Penalty: 4544.294922
	Iteration 41Q: 3 clusters Score -830852.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -830866.375000 Penalty: 4544.294922
	Iteration 42Q: 3 clusters Score -830866.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -830880.625000 Penalty: 4544.294922
	Iteration 43Q: 3 clusters Score -830880.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -830892.562500 Penalty: 4544.294922
	Iteration 44Q: 3 clusters Score -830892.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -830901.750000 Penalty: 4544.294922
	Iteration 45Q: 3 clusters Score -830901.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -830908.312500 Penalty: 4544.294922
	Iteration 46Q: 3 clusters Score -830908.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -830916.187500 Penalty: 4544.294922
	Iteration 47Q: 3 clusters Score -830916.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -830919.625000 Penalty: 4544.294922
	Iteration 48Q: 3 clusters Score -830919.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -830930.750000 Penalty: 4544.294922
	Iteration 49Q: 3 clusters Score -830930.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -830932.312500 Penalty: 4544.294922
	Iteration 50Q: 3 clusters Score -830932.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -830936.062500 Penalty: 4544.294922
	Iteration 51Q: 3 clusters Score -830936.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -830939.125000 Penalty: 4544.294922
	Iteration 52Q: 3 clusters Score -830939.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -830947.250000 Penalty: 4544.294922
	Iteration 53Q: 3 clusters Score -830947.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -830952.937500 Penalty: 4544.294922
	Iteration 54Q: 3 clusters Score -830952.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -830954.812500 Penalty: 4544.294922
	Iteration 55Q: 3 clusters Score -830954.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -830958.125000 Penalty: 4544.294922
	Iteration 56Q: 3 clusters Score -830958.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -830965.312500 Penalty: 4544.294922
	Iteration 57Q: 3 clusters Score -830965.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -830970.812500 Penalty: 4544.294922
	Iteration 58Q: 3 clusters Score -830970.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -830973.937500 Penalty: 4544.294922
	Iteration 59Q: 3 clusters Score -830973.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -830976.187500 Penalty: 4544.294922
	Iteration 60F: 3 clusters Score -830976.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -830978.500000 Penalty: 4544.294922
	Iteration 61Q: 3 clusters Score -830978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -830980.187500 Penalty: 4544.294922
	Iteration 62Q: 3 clusters Score -830980.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -830983.500000 Penalty: 4544.294922
	Iteration 63Q: 3 clusters Score -830983.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -830985.937500 Penalty: 4544.294922
	Iteration 64Q: 3 clusters Score -830985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -830986.125000 Penalty: 4544.294922
	Iteration 65Q: 3 clusters Score -830986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -830986.375000 Penalty: 4544.294922
	Iteration 66Q: 3 clusters Score -830986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -830987.187500 Penalty: 4544.294922
	Iteration 67Q: 3 clusters Score -830987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -830985.750000 Penalty: 4544.294922
	Iteration 68Q: 3 clusters Score -830985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -830985.562500 Penalty: 4544.294922
	Iteration 69Q: 3 clusters Score -830985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -830985.562500 Penalty: 4544.294922
	Iteration 70F: 3 clusters Score -830985.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -398161.062500 Penalty: 2087.782227
	Iteration 0F: 2 clusters Score -398161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -393948.093750 Penalty: 4175.564453
	Iteration 0F: 3 clusters Score -393948.1 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -394884.187500 Penalty: 4175.564453
	Iteration 1F: 3 clusters Score -394884.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -395106.343750 Penalty: 4175.564453
	Iteration 2F: 3 clusters Score -395106.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -395237.343750 Penalty: 4175.564453
	Iteration 3F: 3 clusters Score -395237.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -395313.156250 Penalty: 4175.564453
	Iteration 4Q: 3 clusters Score -395313.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -395374.843750 Penalty: 4175.564453
	Iteration 5Q: 3 clusters Score -395374.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -395431.250000 Penalty: 4175.564453
	Iteration 6Q: 3 clusters Score -395431.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -395474.968750 Penalty: 4175.564453
	Iteration 7Q: 3 clusters Score -395475 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -395521.093750 Penalty: 4175.564453
	Iteration 8Q: 3 clusters Score -395521.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -395562.843750 Penalty: 4175.564453
	Iteration 9Q: 3 clusters Score -395562.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -395605.406250 Penalty: 4175.564453
	Iteration 10Q: 3 clusters Score -395605.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -395647.812500 Penalty: 4175.564453
	Iteration 11Q: 3 clusters Score -395647.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -395689.250000 Penalty: 4175.564453
	Iteration 12Q: 3 clusters Score -395689.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -395734.406250 Penalty: 4175.564453
	Iteration 13Q: 3 clusters Score -395734.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -395780.375000 Penalty: 4175.564453
	Iteration 14Q: 3 clusters Score -395780.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -395821.687500 Penalty: 4175.564453
	Iteration 15Q: 3 clusters Score -395821.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -395863.312500 Penalty: 4175.564453
	Iteration 16Q: 3 clusters Score -395863.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -395897.187500 Penalty: 4175.564453
	Iteration 17Q: 3 clusters Score -395897.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -395934.062500 Penalty: 4175.564453
	Iteration 18Q: 3 clusters Score -395934.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -395974.812500 Penalty: 4175.564453
	Iteration 19Q: 3 clusters Score -395974.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -396014.593750 Penalty: 4175.564453
	Iteration 20F: 3 clusters Score -396014.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -396048.468750 Penalty: 4175.564453
	Iteration 21Q: 3 clusters Score -396048.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -396078.750000 Penalty: 4175.564453
	Iteration 22Q: 3 clusters Score -396078.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -396102.687500 Penalty: 4175.564453
	Iteration 23Q: 3 clusters Score -396102.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -396119.375000 Penalty: 4175.564453
	Iteration 24Q: 3 clusters Score -396119.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -396139.593750 Penalty: 4175.564453
	Iteration 25Q: 3 clusters Score -396139.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -396155.562500 Penalty: 4175.564453
	Iteration 26Q: 3 clusters Score -396155.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -396167.125000 Penalty: 4175.564453
	Iteration 27Q: 3 clusters Score -396167.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -396174.093750 Penalty: 4175.564453
	Iteration 28Q: 3 clusters Score -396174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -396180.218750 Penalty: 4175.564453
	Iteration 29Q: 3 clusters Score -396180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -396184.187500 Penalty: 4175.564453
	Iteration 30Q: 3 clusters Score -396184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -396189.062500 Penalty: 4175.564453
	Iteration 31Q: 3 clusters Score -396189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -396190.218750 Penalty: 4175.564453
	Iteration 32Q: 3 clusters Score -396190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -396193.468750 Penalty: 4175.564453
	Iteration 33Q: 3 clusters Score -396193.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -396198.312500 Penalty: 4175.564453
	Iteration 34Q: 3 clusters Score -396198.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -396202.031250 Penalty: 4175.564453
	Iteration 35Q: 3 clusters Score -396202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -396209.062500 Penalty: 4175.564453
	Iteration 36Q: 3 clusters Score -396209.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -396211.843750 Penalty: 4175.564453
	Iteration 37Q: 3 clusters Score -396211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -396215.718750 Penalty: 4175.564453
	Iteration 38Q: 3 clusters Score -396215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -396218.468750 Penalty: 4175.564453
	Iteration 39Q: 3 clusters Score -396218.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -396223.312500 Penalty: 4175.564453
	Iteration 40F: 3 clusters Score -396223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -396227.062500 Penalty: 4175.564453
	Iteration 41Q: 3 clusters Score -396227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -396231.031250 Penalty: 4175.564453
	Iteration 42Q: 3 clusters Score -396231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -396234.187500 Penalty: 4175.564453
	Iteration 43Q: 3 clusters Score -396234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -396236.812500 Penalty: 4175.564453
	Iteration 44Q: 3 clusters Score -396236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -396238.375000 Penalty: 4175.564453
	Iteration 45Q: 3 clusters Score -396238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -396238.375000 Penalty: 4175.564453
	Iteration 46F: 3 clusters Score -396238.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (93228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Entering Unmasked Estep 
Score: -7940614.500000 Penalty: 2837.815186
	Iteration 0F: 2 clusters Score -7940614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -7878332.500000 Penalty: 5675.630371
	Iteration 0F: 3 clusters Score -7878332 nChanged 43839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -7903536.000000 Penalty: 5675.630371
	Iteration 1F: 3 clusters Score -7903536 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -7904560.500000 Penalty: 5675.630371
	Iteration 2Q: 3 clusters Score -7904560 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7905966.000000 Penalty: 5675.630371
	Iteration 3Q: 3 clusters Score -7905966 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -7908074.500000 Penalty: 5675.630371
	Iteration 4Q: 3 clusters Score -7908074 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -7911162.500000 Penalty: 5675.630371
	Iteration 5F: 3 clusters Score -7911162 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -7915556.000000 Penalty: 5675.630371
	Iteration 6F: 3 clusters Score -7915556 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -7920544.500000 Penalty: 5675.630371
	Iteration 7F: 3 clusters Score -7920544 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -7925465.000000 Penalty: 5675.630371
	Iteration 8F: 3 clusters Score -7925465 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -7929737.500000 Penalty: 5675.630371
	Iteration 9F: 3 clusters Score -7929738 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -7933129.000000 Penalty: 5675.630371
	Iteration 10Q: 3 clusters Score -7933129 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 89245 members 
Entering Unmasked Estep 
Score: -7935231.000000 Penalty: 5675.630371
	Iteration 11Q: 3 clusters Score -7935231 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 90843 members 
Entering Unmasked Estep 
Score: -7936545.500000 Penalty: 5675.630371
	Iteration 12Q: 3 clusters Score -7936546 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 91695 members 
Entering Unmasked Estep 
Score: -7937261.500000 Penalty: 5675.630371
	Iteration 13Q: 3 clusters Score -7937262 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -7937616.000000 Penalty: 5675.630371
	Iteration 14Q: 3 clusters Score -7937616 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -7937825.500000 Penalty: 5675.630371
	Iteration 15Q: 3 clusters Score -7937826 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -7937925.000000 Penalty: 5675.630371
	Iteration 16Q: 3 clusters Score -7937925 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -7938004.500000 Penalty: 5675.630371
	Iteration 17Q: 3 clusters Score -7938004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 92635 members 
Entering Unmasked Estep 
Score: -7938031.000000 Penalty: 5675.630371
	Iteration 18Q: 3 clusters Score -7938031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -7938064.000000 Penalty: 5675.630371
	Iteration 19Q: 3 clusters Score -7938064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 92696 members 
Entering Unmasked Estep 
Score: -7938091.000000 Penalty: 5675.630371
	Iteration 20F: 3 clusters Score -7938091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -7938117.000000 Penalty: 5675.630371
	Iteration 21Q: 3 clusters Score -7938117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -7938124.500000 Penalty: 5675.630371
	Iteration 22Q: 3 clusters Score -7938124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -7938146.500000 Penalty: 5675.630371
	Iteration 23Q: 3 clusters Score -7938146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 92746 members 
Entering Unmasked Estep 
Score: -7938162.000000 Penalty: 5675.630371
	Iteration 24Q: 3 clusters Score -7938162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -7938171.500000 Penalty: 5675.630371
	Iteration 25Q: 3 clusters Score -7938172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -7938174.500000 Penalty: 5675.630371
	Iteration 26Q: 3 clusters Score -7938174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 92765 members 
Entering Unmasked Estep 
Score: -7938179.500000 Penalty: 5675.630371
	Iteration 27Q: 3 clusters Score -7938180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -7938184.000000 Penalty: 5675.630371
	Iteration 28Q: 3 clusters Score -7938184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -7938181.000000 Penalty: 5675.630371
	Iteration 29Q: 3 clusters Score -7938181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -7938188.000000 Penalty: 5675.630371
	Iteration 30Q: 3 clusters Score -7938188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -7938190.000000 Penalty: 5675.630371
	Iteration 31Q: 3 clusters Score -7938190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -7938196.500000 Penalty: 5675.630371
	Iteration 32Q: 3 clusters Score -7938196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -7938201.000000 Penalty: 5675.630371
	Iteration 33Q: 3 clusters Score -7938201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 92779 members 
Entering Unmasked Estep 
Score: -7938201.000000 Penalty: 5675.630371
	Iteration 34Q: 3 clusters Score -7938201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -7938209.000000 Penalty: 5675.630371
	Iteration 35Q: 3 clusters Score -7938209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -7938209.000000 Penalty: 5675.630371
	Iteration 36Q: 3 clusters Score -7938209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -7938209.000000 Penalty: 5675.630371
	Iteration 37F: 3 clusters Score -7938209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -469213.875000 Penalty: 2128.067871
	Iteration 0F: 2 clusters Score -469213.9 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 2625 members 
Entering Unmasked Estep 
Score: -464478.687500 Penalty: 4256.135742
	Iteration 0F: 3 clusters Score -464478.7 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -465643.843750 Penalty: 4256.135742
	Iteration 1F: 3 clusters Score -465643.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -465873.125000 Penalty: 4256.135742
	Iteration 2F: 3 clusters Score -465873.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -466002.968750 Penalty: 4256.135742
	Iteration 3Q: 3 clusters Score -466003 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -466082.093750 Penalty: 4256.135742
	Iteration 4Q: 3 clusters Score -466082.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -466145.000000 Penalty: 4256.135742
	Iteration 5Q: 3 clusters Score -466145 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -466187.875000 Penalty: 4256.135742
	Iteration 6Q: 3 clusters Score -466187.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -466227.937500 Penalty: 4256.135742
	Iteration 7Q: 3 clusters Score -466227.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -466262.843750 Penalty: 4256.135742
	Iteration 8Q: 3 clusters Score -466262.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -466297.656250 Penalty: 4256.135742
	Iteration 9Q: 3 clusters Score -466297.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -466320.812500 Penalty: 4256.135742
	Iteration 10Q: 3 clusters Score -466320.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -466340.718750 Penalty: 4256.135742
	Iteration 11Q: 3 clusters Score -466340.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -466362.500000 Penalty: 4256.135742
	Iteration 12Q: 3 clusters Score -466362.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -466382.906250 Penalty: 4256.135742
	Iteration 13Q: 3 clusters Score -466382.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -466401.812500 Penalty: 4256.135742
	Iteration 14Q: 3 clusters Score -466401.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -466414.718750 Penalty: 4256.135742
	Iteration 15Q: 3 clusters Score -466414.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -466427.187500 Penalty: 4256.135742
	Iteration 16Q: 3 clusters Score -466427.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -466441.156250 Penalty: 4256.135742
	Iteration 17Q: 3 clusters Score -466441.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -466454.593750 Penalty: 4256.135742
	Iteration 18Q: 3 clusters Score -466454.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -466466.718750 Penalty: 4256.135742
	Iteration 19Q: 3 clusters Score -466466.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -466483.812500 Penalty: 4256.135742
	Iteration 20F: 3 clusters Score -466483.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -466505.281250 Penalty: 4256.135742
	Iteration 21Q: 3 clusters Score -466505.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -466532.031250 Penalty: 4256.135742
	Iteration 22Q: 3 clusters Score -466532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -466555.125000 Penalty: 4256.135742
	Iteration 23Q: 3 clusters Score -466555.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -466575.375000 Penalty: 4256.135742
	Iteration 24Q: 3 clusters Score -466575.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -466590.750000 Penalty: 4256.135742
	Iteration 25Q: 3 clusters Score -466590.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -466605.437500 Penalty: 4256.135742
	Iteration 26Q: 3 clusters Score -466605.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -466621.437500 Penalty: 4256.135742
	Iteration 27Q: 3 clusters Score -466621.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -466632.343750 Penalty: 4256.135742
	Iteration 28Q: 3 clusters Score -466632.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -466646.531250 Penalty: 4256.135742
	Iteration 29Q: 3 clusters Score -466646.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -466660.750000 Penalty: 4256.135742
	Iteration 30Q: 3 clusters Score -466660.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -466672.968750 Penalty: 4256.135742
	Iteration 31Q: 3 clusters Score -466673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -466684.906250 Penalty: 4256.135742
	Iteration 32Q: 3 clusters Score -466684.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -466695.312500 Penalty: 4256.135742
	Iteration 33Q: 3 clusters Score -466695.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -466711.718750 Penalty: 4256.135742
	Iteration 34Q: 3 clusters Score -466711.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -466723.781250 Penalty: 4256.135742
	Iteration 35Q: 3 clusters Score -466723.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -466736.406250 Penalty: 4256.135742
	Iteration 36Q: 3 clusters Score -466736.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -466746.625000 Penalty: 4256.135742
	Iteration 37Q: 3 clusters Score -466746.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -466755.625000 Penalty: 4256.135742
	Iteration 38Q: 3 clusters Score -466755.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -466764.593750 Penalty: 4256.135742
	Iteration 39Q: 3 clusters Score -466764.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -466772.250000 Penalty: 4256.135742
	Iteration 40F: 3 clusters Score -466772.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -466778.687500 Penalty: 4256.135742
	Iteration 41Q: 3 clusters Score -466778.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -466783.343750 Penalty: 4256.135742
	Iteration 42Q: 3 clusters Score -466783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -466788.375000 Penalty: 4256.135742
	Iteration 43Q: 3 clusters Score -466788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -466791.250000 Penalty: 4256.135742
	Iteration 44Q: 3 clusters Score -466791.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -466797.968750 Penalty: 4256.135742
	Iteration 45Q: 3 clusters Score -466798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -466804.437500 Penalty: 4256.135742
	Iteration 46Q: 3 clusters Score -466804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -466808.562500 Penalty: 4256.135742
	Iteration 47Q: 3 clusters Score -466808.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -466813.343750 Penalty: 4256.135742
	Iteration 48Q: 3 clusters Score -466813.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -466816.250000 Penalty: 4256.135742
	Iteration 49Q: 3 clusters Score -466816.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -466819.000000 Penalty: 4256.135742
	Iteration 50Q: 3 clusters Score -466819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -466820.625000 Penalty: 4256.135742
	Iteration 51Q: 3 clusters Score -466820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -466822.000000 Penalty: 4256.135742
	Iteration 52Q: 3 clusters Score -466822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -466823.843750 Penalty: 4256.135742
	Iteration 53Q: 3 clusters Score -466823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -466824.031250 Penalty: 4256.135742
	Iteration 54Q: 3 clusters Score -466824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -466826.343750 Penalty: 4256.135742
	Iteration 55Q: 3 clusters Score -466826.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -466829.406250 Penalty: 4256.135742
	Iteration 56Q: 3 clusters Score -466829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -466831.062500 Penalty: 4256.135742
	Iteration 57Q: 3 clusters Score -466831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -466833.718750 Penalty: 4256.135742
	Iteration 58Q: 3 clusters Score -466833.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -466835.625000 Penalty: 4256.135742
	Iteration 59Q: 3 clusters Score -466835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -466838.375000 Penalty: 4256.135742
	Iteration 60F: 3 clusters Score -466838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -466839.937500 Penalty: 4256.135742
	Iteration 61Q: 3 clusters Score -466839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -466841.000000 Penalty: 4256.135742
	Iteration 62Q: 3 clusters Score -466841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -466840.250000 Penalty: 4256.135742
	Iteration 63Q: 3 clusters Score -466840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -466842.156250 Penalty: 4256.135742
	Iteration 64Q: 3 clusters Score -466842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -466841.750000 Penalty: 4256.135742
	Iteration 65Q: 3 clusters Score -466841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -466842.937500 Penalty: 4256.135742
	Iteration 66Q: 3 clusters Score -466842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -466843.125000 Penalty: 4256.135742
	Iteration 67Q: 3 clusters Score -466843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -466843.437500 Penalty: 4256.135742
	Iteration 68Q: 3 clusters Score -466843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -466843.656250 Penalty: 4256.135742
	Iteration 69Q: 3 clusters Score -466843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -466843.656250 Penalty: 4256.135742
	Iteration 70F: 3 clusters Score -466843.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Entering Unmasked Estep 
Score: -929681.437500 Penalty: 2298.638428
	Iteration 0F: 2 clusters Score -929681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -921587.875000 Penalty: 4597.276855
	Iteration 0F: 3 clusters Score -921587.9 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -923932.250000 Penalty: 4597.276855
	Iteration 1F: 3 clusters Score -923932.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -924240.812500 Penalty: 4597.276855
	Iteration 2F: 3 clusters Score -924240.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -924470.562500 Penalty: 4597.276855
	Iteration 3Q: 3 clusters Score -924470.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -924700.687500 Penalty: 4597.276855
	Iteration 4Q: 3 clusters Score -924700.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -924973.750000 Penalty: 4597.276855
	Iteration 5Q: 3 clusters Score -924973.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -925262.375000 Penalty: 4597.276855
	Iteration 6Q: 3 clusters Score -925262.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -925565.250000 Penalty: 4597.276855
	Iteration 7F: 3 clusters Score -925565.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -925840.375000 Penalty: 4597.276855
	Iteration 8Q: 3 clusters Score -925840.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -926072.187500 Penalty: 4597.276855
	Iteration 9Q: 3 clusters Score -926072.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -926274.562500 Penalty: 4597.276855
	Iteration 10Q: 3 clusters Score -926274.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -926444.562500 Penalty: 4597.276855
	Iteration 11Q: 3 clusters Score -926444.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -926602.625000 Penalty: 4597.276855
	Iteration 12Q: 3 clusters Score -926602.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -926743.875000 Penalty: 4597.276855
	Iteration 13Q: 3 clusters Score -926743.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -926875.812500 Penalty: 4597.276855
	Iteration 14Q: 3 clusters Score -926875.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -927015.937500 Penalty: 4597.276855
	Iteration 15Q: 3 clusters Score -927015.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -927141.875000 Penalty: 4597.276855
	Iteration 16Q: 3 clusters Score -927141.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -927245.687500 Penalty: 4597.276855
	Iteration 17Q: 3 clusters Score -927245.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -927342.500000 Penalty: 4597.276855
	Iteration 18Q: 3 clusters Score -927342.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -927446.500000 Penalty: 4597.276855
	Iteration 19Q: 3 clusters Score -927446.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -927537.500000 Penalty: 4597.276855
	Iteration 20F: 3 clusters Score -927537.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -927611.875000 Penalty: 4597.276855
	Iteration 21Q: 3 clusters Score -927611.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -927678.812500 Penalty: 4597.276855
	Iteration 22Q: 3 clusters Score -927678.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -927723.937500 Penalty: 4597.276855
	Iteration 23Q: 3 clusters Score -927723.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -927758.875000 Penalty: 4597.276855
	Iteration 24Q: 3 clusters Score -927758.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -927777.250000 Penalty: 4597.276855
	Iteration 25Q: 3 clusters Score -927777.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -927793.812500 Penalty: 4597.276855
	Iteration 26Q: 3 clusters Score -927793.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -927803.375000 Penalty: 4597.276855
	Iteration 27Q: 3 clusters Score -927803.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -927814.812500 Penalty: 4597.276855
	Iteration 28Q: 3 clusters Score -927814.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -927825.125000 Penalty: 4597.276855
	Iteration 29Q: 3 clusters Score -927825.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -927835.937500 Penalty: 4597.276855
	Iteration 30Q: 3 clusters Score -927835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -927840.125000 Penalty: 4597.276855
	Iteration 31Q: 3 clusters Score -927840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -927842.625000 Penalty: 4597.276855
	Iteration 32Q: 3 clusters Score -927842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -927844.000000 Penalty: 4597.276855
	Iteration 33Q: 3 clusters Score -927844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -927845.187500 Penalty: 4597.276855
	Iteration 34Q: 3 clusters Score -927845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -927845.125000 Penalty: 4597.276855
	Iteration 35Q: 3 clusters Score -927845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -927844.250000 Penalty: 4597.276855
	Iteration 36Q: 3 clusters Score -927844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -927844.250000 Penalty: 4597.276855
	Iteration 37F: 3 clusters Score -927844.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -421024.437500 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -421024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -416581.718750 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -416581.7 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -417578.625000 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -417578.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -417820.187500 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -417820.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -417943.937500 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -417943.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -418016.281250 Penalty: 4203.556152
	Iteration 4Q: 3 clusters Score -418016.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -418062.281250 Penalty: 4203.556152
	Iteration 5Q: 3 clusters Score -418062.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -418100.843750 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -418100.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -418138.656250 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -418138.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -418168.468750 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -418168.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -418195.156250 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -418195.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -418218.968750 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -418219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -418234.062500 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -418234.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -418248.843750 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -418248.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -418264.656250 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -418264.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -418277.343750 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -418277.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -418294.531250 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -418294.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -418308.625000 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -418308.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -418323.093750 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -418323.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -418336.031250 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -418336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -418352.156250 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -418352.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -418366.687500 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -418366.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -418378.468750 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -418378.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -418396.062500 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -418396.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -418418.281250 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -418418.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -418438.343750 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -418438.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -418458.906250 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -418458.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -418477.781250 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -418477.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -418499.593750 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -418499.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -418512.937500 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -418512.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -418531.000000 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -418531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -418555.343750 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -418555.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -418593.125000 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -418593.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -418633.593750 Penalty: 4203.556152
	Iteration 32Q: 3 clusters Score -418633.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -418670.625000 Penalty: 4203.556152
	Iteration 33Q: 3 clusters Score -418670.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -418706.875000 Penalty: 4203.556152
	Iteration 34Q: 3 clusters Score -418706.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -418740.968750 Penalty: 4203.556152
	Iteration 35Q: 3 clusters Score -418741 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -418778.406250 Penalty: 4203.556152
	Iteration 36Q: 3 clusters Score -418778.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -418816.156250 Penalty: 4203.556152
	Iteration 37Q: 3 clusters Score -418816.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -418860.218750 Penalty: 4203.556152
	Iteration 38Q: 3 clusters Score -418860.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -418902.937500 Penalty: 4203.556152
	Iteration 39Q: 3 clusters Score -418902.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -418935.125000 Penalty: 4203.556152
	Iteration 40F: 3 clusters Score -418935.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -418960.375000 Penalty: 4203.556152
	Iteration 41Q: 3 clusters Score -418960.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -418984.718750 Penalty: 4203.556152
	Iteration 42Q: 3 clusters Score -418984.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -419012.875000 Penalty: 4203.556152
	Iteration 43Q: 3 clusters Score -419012.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -419034.468750 Penalty: 4203.556152
	Iteration 44Q: 3 clusters Score -419034.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -419051.468750 Penalty: 4203.556152
	Iteration 45Q: 3 clusters Score -419051.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -419071.218750 Penalty: 4203.556152
	Iteration 46Q: 3 clusters Score -419071.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -419092.375000 Penalty: 4203.556152
	Iteration 47Q: 3 clusters Score -419092.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -419106.500000 Penalty: 4203.556152
	Iteration 48Q: 3 clusters Score -419106.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -419114.875000 Penalty: 4203.556152
	Iteration 49Q: 3 clusters Score -419114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -419121.531250 Penalty: 4203.556152
	Iteration 50Q: 3 clusters Score -419121.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -419129.375000 Penalty: 4203.556152
	Iteration 51Q: 3 clusters Score -419129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -419134.562500 Penalty: 4203.556152
	Iteration 52Q: 3 clusters Score -419134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -419139.000000 Penalty: 4203.556152
	Iteration 53Q: 3 clusters Score -419139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -419143.687500 Penalty: 4203.556152
	Iteration 54Q: 3 clusters Score -419143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -419143.843750 Penalty: 4203.556152
	Iteration 55Q: 3 clusters Score -419143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -419143.843750 Penalty: 4203.556152
	Iteration 56F: 3 clusters Score -419143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Entering Unmasked Estep 
Score: -415940.625000 Penalty: 2100.220947
	Iteration 0F: 2 clusters Score -415940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -411512.343750 Penalty: 4200.441895
	Iteration 0F: 3 clusters Score -411512.3 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -412571.687500 Penalty: 4200.441895
	Iteration 1F: 3 clusters Score -412571.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -412817.218750 Penalty: 4200.441895
	Iteration 2F: 3 clusters Score -412817.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -412988.125000 Penalty: 4200.441895
	Iteration 3F: 3 clusters Score -412988.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -413147.968750 Penalty: 4200.441895
	Iteration 4Q: 3 clusters Score -413148 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -413273.562500 Penalty: 4200.441895
	Iteration 5Q: 3 clusters Score -413273.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -413366.312500 Penalty: 4200.441895
	Iteration 6Q: 3 clusters Score -413366.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -413444.218750 Penalty: 4200.441895
	Iteration 7Q: 3 clusters Score -413444.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -413509.125000 Penalty: 4200.441895
	Iteration 8Q: 3 clusters Score -413509.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -413560.156250 Penalty: 4200.441895
	Iteration 9Q: 3 clusters Score -413560.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -413611.437500 Penalty: 4200.441895
	Iteration 10Q: 3 clusters Score -413611.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -413656.000000 Penalty: 4200.441895
	Iteration 11Q: 3 clusters Score -413656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -413697.625000 Penalty: 4200.441895
	Iteration 12Q: 3 clusters Score -413697.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -413737.718750 Penalty: 4200.441895
	Iteration 13Q: 3 clusters Score -413737.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -413772.781250 Penalty: 4200.441895
	Iteration 14Q: 3 clusters Score -413772.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -413802.968750 Penalty: 4200.441895
	Iteration 15Q: 3 clusters Score -413803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -413827.250000 Penalty: 4200.441895
	Iteration 16Q: 3 clusters Score -413827.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -413854.687500 Penalty: 4200.441895
	Iteration 17Q: 3 clusters Score -413854.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -413869.062500 Penalty: 4200.441895
	Iteration 18Q: 3 clusters Score -413869.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -413881.656250 Penalty: 4200.441895
	Iteration 19Q: 3 clusters Score -413881.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -413894.156250 Penalty: 4200.441895
	Iteration 20F: 3 clusters Score -413894.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -413908.093750 Penalty: 4200.441895
	Iteration 21Q: 3 clusters Score -413908.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -413921.000000 Penalty: 4200.441895
	Iteration 22Q: 3 clusters Score -413921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -413933.406250 Penalty: 4200.441895
	Iteration 23Q: 3 clusters Score -413933.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -413945.812500 Penalty: 4200.441895
	Iteration 24Q: 3 clusters Score -413945.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -413957.937500 Penalty: 4200.441895
	Iteration 25Q: 3 clusters Score -413957.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -413969.312500 Penalty: 4200.441895
	Iteration 26Q: 3 clusters Score -413969.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -413980.343750 Penalty: 4200.441895
	Iteration 27Q: 3 clusters Score -413980.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -413990.562500 Penalty: 4200.441895
	Iteration 28Q: 3 clusters Score -413990.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -414001.781250 Penalty: 4200.441895
	Iteration 29Q: 3 clusters Score -414001.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -414009.031250 Penalty: 4200.441895
	Iteration 30Q: 3 clusters Score -414009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -414015.406250 Penalty: 4200.441895
	Iteration 31Q: 3 clusters Score -414015.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -414023.218750 Penalty: 4200.441895
	Iteration 32Q: 3 clusters Score -414023.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -414031.968750 Penalty: 4200.441895
	Iteration 33Q: 3 clusters Score -414032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -414044.062500 Penalty: 4200.441895
	Iteration 34Q: 3 clusters Score -414044.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -414054.218750 Penalty: 4200.441895
	Iteration 35Q: 3 clusters Score -414054.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -414061.812500 Penalty: 4200.441895
	Iteration 36Q: 3 clusters Score -414061.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -414069.031250 Penalty: 4200.441895
	Iteration 37Q: 3 clusters Score -414069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -414076.031250 Penalty: 4200.441895
	Iteration 38Q: 3 clusters Score -414076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -414082.406250 Penalty: 4200.441895
	Iteration 39Q: 3 clusters Score -414082.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -414085.562500 Penalty: 4200.441895
	Iteration 40F: 3 clusters Score -414085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -414088.125000 Penalty: 4200.441895
	Iteration 41Q: 3 clusters Score -414088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -414088.187500 Penalty: 4200.441895
	Iteration 42Q: 3 clusters Score -414088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -414088.375000 Penalty: 4200.441895
	Iteration 43Q: 3 clusters Score -414088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -414091.281250 Penalty: 4200.441895
	Iteration 44Q: 3 clusters Score -414091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -414093.406250 Penalty: 4200.441895
	Iteration 45Q: 3 clusters Score -414093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -414093.843750 Penalty: 4200.441895
	Iteration 46Q: 3 clusters Score -414093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -414094.031250 Penalty: 4200.441895
	Iteration 47Q: 3 clusters Score -414094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -414095.125000 Penalty: 4200.441895
	Iteration 48Q: 3 clusters Score -414095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -414095.843750 Penalty: 4200.441895
	Iteration 49Q: 3 clusters Score -414095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -414096.687500 Penalty: 4200.441895
	Iteration 50Q: 3 clusters Score -414096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -414098.718750 Penalty: 4200.441895
	Iteration 51Q: 3 clusters Score -414098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -414098.937500 Penalty: 4200.441895
	Iteration 52Q: 3 clusters Score -414098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -414099.000000 Penalty: 4200.441895
	Iteration 53Q: 3 clusters Score -414099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -414100.375000 Penalty: 4200.441895
	Iteration 54Q: 3 clusters Score -414100.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -414101.500000 Penalty: 4200.441895
	Iteration 55Q: 3 clusters Score -414101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -414102.531250 Penalty: 4200.441895
	Iteration 56Q: 3 clusters Score -414102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -414105.125000 Penalty: 4200.441895
	Iteration 57Q: 3 clusters Score -414105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -414109.500000 Penalty: 4200.441895
	Iteration 58Q: 3 clusters Score -414109.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -414109.875000 Penalty: 4200.441895
	Iteration 59Q: 3 clusters Score -414109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -414110.312500 Penalty: 4200.441895
	Iteration 60F: 3 clusters Score -414110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -414111.312500 Penalty: 4200.441895
	Iteration 61Q: 3 clusters Score -414111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -414112.500000 Penalty: 4200.441895
	Iteration 62Q: 3 clusters Score -414112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -414113.406250 Penalty: 4200.441895
	Iteration 63Q: 3 clusters Score -414113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -414113.250000 Penalty: 4200.441895
	Iteration 64Q: 3 clusters Score -414113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -414113.250000 Penalty: 4200.441895
	Iteration 65F: 3 clusters Score -414113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Entering Unmasked Estep 
Score: -523945.468750 Penalty: 2156.734619
	Iteration 0F: 2 clusters Score -523945.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -518789.531250 Penalty: 4313.469238
	Iteration 0F: 3 clusters Score -518789.5 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -520002.687500 Penalty: 4313.469238
	Iteration 1F: 3 clusters Score -520002.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -520240.250000 Penalty: 4313.469238
	Iteration 2F: 3 clusters Score -520240.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -520384.875000 Penalty: 4313.469238
	Iteration 3F: 3 clusters Score -520384.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -520481.812500 Penalty: 4313.469238
	Iteration 4Q: 3 clusters Score -520481.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -520542.250000 Penalty: 4313.469238
	Iteration 5Q: 3 clusters Score -520542.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -520583.593750 Penalty: 4313.469238
	Iteration 6Q: 3 clusters Score -520583.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -520611.593750 Penalty: 4313.469238
	Iteration 7Q: 3 clusters Score -520611.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -520641.031250 Penalty: 4313.469238
	Iteration 8Q: 3 clusters Score -520641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -520662.437500 Penalty: 4313.469238
	Iteration 9Q: 3 clusters Score -520662.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -520686.250000 Penalty: 4313.469238
	Iteration 10Q: 3 clusters Score -520686.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -520707.937500 Penalty: 4313.469238
	Iteration 11Q: 3 clusters Score -520707.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -520732.375000 Penalty: 4313.469238
	Iteration 12Q: 3 clusters Score -520732.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -520749.812500 Penalty: 4313.469238
	Iteration 13Q: 3 clusters Score -520749.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -520766.750000 Penalty: 4313.469238
	Iteration 14Q: 3 clusters Score -520766.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -520785.406250 Penalty: 4313.469238
	Iteration 15Q: 3 clusters Score -520785.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -520797.750000 Penalty: 4313.469238
	Iteration 16Q: 3 clusters Score -520797.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -520813.593750 Penalty: 4313.469238
	Iteration 17Q: 3 clusters Score -520813.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -520826.375000 Penalty: 4313.469238
	Iteration 18Q: 3 clusters Score -520826.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -520838.062500 Penalty: 4313.469238
	Iteration 19Q: 3 clusters Score -520838.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -520850.156250 Penalty: 4313.469238
	Iteration 20F: 3 clusters Score -520850.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -520857.437500 Penalty: 4313.469238
	Iteration 21Q: 3 clusters Score -520857.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -520865.343750 Penalty: 4313.469238
	Iteration 22Q: 3 clusters Score -520865.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -520869.343750 Penalty: 4313.469238
	Iteration 23Q: 3 clusters Score -520869.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -520874.468750 Penalty: 4313.469238
	Iteration 24Q: 3 clusters Score -520874.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -520880.437500 Penalty: 4313.469238
	Iteration 25Q: 3 clusters Score -520880.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -520885.781250 Penalty: 4313.469238
	Iteration 26Q: 3 clusters Score -520885.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -520892.187500 Penalty: 4313.469238
	Iteration 27Q: 3 clusters Score -520892.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -520897.937500 Penalty: 4313.469238
	Iteration 28Q: 3 clusters Score -520897.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -520906.750000 Penalty: 4313.469238
	Iteration 29Q: 3 clusters Score -520906.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -520914.093750 Penalty: 4313.469238
	Iteration 30Q: 3 clusters Score -520914.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -520921.406250 Penalty: 4313.469238
	Iteration 31Q: 3 clusters Score -520921.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -520930.656250 Penalty: 4313.469238
	Iteration 32Q: 3 clusters Score -520930.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -520940.750000 Penalty: 4313.469238
	Iteration 33Q: 3 clusters Score -520940.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -520949.156250 Penalty: 4313.469238
	Iteration 34Q: 3 clusters Score -520949.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -520957.343750 Penalty: 4313.469238
	Iteration 35Q: 3 clusters Score -520957.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -520965.375000 Penalty: 4313.469238
	Iteration 36Q: 3 clusters Score -520965.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -520973.031250 Penalty: 4313.469238
	Iteration 37Q: 3 clusters Score -520973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -520979.093750 Penalty: 4313.469238
	Iteration 38Q: 3 clusters Score -520979.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -520984.843750 Penalty: 4313.469238
	Iteration 39Q: 3 clusters Score -520984.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -520989.781250 Penalty: 4313.469238
	Iteration 40F: 3 clusters Score -520989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -520992.250000 Penalty: 4313.469238
	Iteration 41Q: 3 clusters Score -520992.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -521000.156250 Penalty: 4313.469238
	Iteration 42Q: 3 clusters Score -521000.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -521007.000000 Penalty: 4313.469238
	Iteration 43Q: 3 clusters Score -521007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -521013.687500 Penalty: 4313.469238
	Iteration 44Q: 3 clusters Score -521013.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -521021.812500 Penalty: 4313.469238
	Iteration 45Q: 3 clusters Score -521021.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -521030.437500 Penalty: 4313.469238
	Iteration 46Q: 3 clusters Score -521030.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -521041.156250 Penalty: 4313.469238
	Iteration 47Q: 3 clusters Score -521041.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -521045.656250 Penalty: 4313.469238
	Iteration 48Q: 3 clusters Score -521045.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -521057.750000 Penalty: 4313.469238
	Iteration 49Q: 3 clusters Score -521057.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -521070.687500 Penalty: 4313.469238
	Iteration 50Q: 3 clusters Score -521070.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -521084.468750 Penalty: 4313.469238
	Iteration 51Q: 3 clusters Score -521084.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -521091.531250 Penalty: 4313.469238
	Iteration 52Q: 3 clusters Score -521091.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -521105.906250 Penalty: 4313.469238
	Iteration 53Q: 3 clusters Score -521105.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -521119.125000 Penalty: 4313.469238
	Iteration 54Q: 3 clusters Score -521119.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -521133.906250 Penalty: 4313.469238
	Iteration 55Q: 3 clusters Score -521133.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -521145.343750 Penalty: 4313.469238
	Iteration 56Q: 3 clusters Score -521145.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -521155.250000 Penalty: 4313.469238
	Iteration 57Q: 3 clusters Score -521155.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -521167.812500 Penalty: 4313.469238
	Iteration 58Q: 3 clusters Score -521167.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -521185.343750 Penalty: 4313.469238
	Iteration 59Q: 3 clusters Score -521185.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -521202.906250 Penalty: 4313.469238
	Iteration 60F: 3 clusters Score -521202.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -521224.562500 Penalty: 4313.469238
	Iteration 61Q: 3 clusters Score -521224.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -521249.156250 Penalty: 4313.469238
	Iteration 62Q: 3 clusters Score -521249.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -521272.906250 Penalty: 4313.469238
	Iteration 63Q: 3 clusters Score -521272.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -521296.812500 Penalty: 4313.469238
	Iteration 64Q: 3 clusters Score -521296.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -521322.343750 Penalty: 4313.469238
	Iteration 65Q: 3 clusters Score -521322.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -521347.000000 Penalty: 4313.469238
	Iteration 66Q: 3 clusters Score -521347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -521371.812500 Penalty: 4313.469238
	Iteration 67Q: 3 clusters Score -521371.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -521398.281250 Penalty: 4313.469238
	Iteration 68Q: 3 clusters Score -521398.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -521420.781250 Penalty: 4313.469238
	Iteration 69Q: 3 clusters Score -521420.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -521440.343750 Penalty: 4313.469238
	Iteration 70Q: 3 clusters Score -521440.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -521463.125000 Penalty: 4313.469238
	Iteration 71Q: 3 clusters Score -521463.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -521485.406250 Penalty: 4313.469238
	Iteration 72Q: 3 clusters Score -521485.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -521506.062500 Penalty: 4313.469238
	Iteration 73Q: 3 clusters Score -521506.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -521529.312500 Penalty: 4313.469238
	Iteration 74Q: 3 clusters Score -521529.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -521553.062500 Penalty: 4313.469238
	Iteration 75Q: 3 clusters Score -521553.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -521574.031250 Penalty: 4313.469238
	Iteration 76Q: 3 clusters Score -521574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -521602.593750 Penalty: 4313.469238
	Iteration 77Q: 3 clusters Score -521602.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -521625.343750 Penalty: 4313.469238
	Iteration 78Q: 3 clusters Score -521625.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -521651.687500 Penalty: 4313.469238
	Iteration 79Q: 3 clusters Score -521651.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -521686.156250 Penalty: 4313.469238
	Iteration 80F: 3 clusters Score -521686.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -521722.500000 Penalty: 4313.469238
	Iteration 81Q: 3 clusters Score -521722.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -521754.968750 Penalty: 4313.469238
	Iteration 82Q: 3 clusters Score -521755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -521784.437500 Penalty: 4313.469238
	Iteration 83Q: 3 clusters Score -521784.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -521812.968750 Penalty: 4313.469238
	Iteration 84Q: 3 clusters Score -521813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -521838.125000 Penalty: 4313.469238
	Iteration 85Q: 3 clusters Score -521838.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -521865.437500 Penalty: 4313.469238
	Iteration 86Q: 3 clusters Score -521865.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -521884.968750 Penalty: 4313.469238
	Iteration 87Q: 3 clusters Score -521885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -521903.281250 Penalty: 4313.469238
	Iteration 88Q: 3 clusters Score -521903.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -521920.437500 Penalty: 4313.469238
	Iteration 89Q: 3 clusters Score -521920.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -521936.281250 Penalty: 4313.469238
	Iteration 90Q: 3 clusters Score -521936.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -521953.156250 Penalty: 4313.469238
	Iteration 91Q: 3 clusters Score -521953.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -521970.656250 Penalty: 4313.469238
	Iteration 92Q: 3 clusters Score -521970.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -521986.406250 Penalty: 4313.469238
	Iteration 93Q: 3 clusters Score -521986.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -521994.468750 Penalty: 4313.469238
	Iteration 94Q: 3 clusters Score -521994.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -522004.187500 Penalty: 4313.469238
	Iteration 95Q: 3 clusters Score -522004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -522009.187500 Penalty: 4313.469238
	Iteration 96Q: 3 clusters Score -522009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -522011.312500 Penalty: 4313.469238
	Iteration 97Q: 3 clusters Score -522011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -522015.656250 Penalty: 4313.469238
	Iteration 98Q: 3 clusters Score -522015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -522019.562500 Penalty: 4313.469238
	Iteration 99Q: 3 clusters Score -522019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -522021.500000 Penalty: 4313.469238
	Iteration 100F: 3 clusters Score -522021.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -522027.718750 Penalty: 4313.469238
	Iteration 101Q: 3 clusters Score -522027.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -522031.281250 Penalty: 4313.469238
	Iteration 102Q: 3 clusters Score -522031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -522033.468750 Penalty: 4313.469238
	Iteration 103Q: 3 clusters Score -522033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -522033.468750 Penalty: 4313.469238
	Iteration 104F: 3 clusters Score -522033.5 nChanged 0
--- Evaluating fit on full set of 1395505 points ---
Entering Unmasked Estep 
Score: -114775392.000000 Penalty: 122811.296875
21->36 Clusters: Score -114775392.000000, best is -114695240.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 465168 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 22148 members 
Mstep: Class 3 contains 22088 members 
Mstep: Class 4 contains 22236 members 
Mstep: Class 5 contains 22439 members 
Mstep: Class 6 contains 22072 members 
Mstep: Class 7 contains 22118 members 
Mstep: Class 8 contains 22352 members 
Mstep: Class 9 contains 22134 members 
Mstep: Class 10 contains 21964 members 
Mstep: Class 11 contains 22279 members 
Mstep: Class 12 contains 22160 members 
Mstep: Class 13 contains 21872 members 
Mstep: Class 14 contains 22009 members 
Mstep: Class 15 contains 22181 members 
Mstep: Class 16 contains 22214 members 
Mstep: Class 17 contains 22052 members 
Mstep: Class 18 contains 22065 members 
Mstep: Class 19 contains 22231 members 
Mstep: Class 20 contains 22142 members 
Mstep: Class 21 contains 22335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 815.742554 but Gain 3236.441406
Score: -35645932.000000 Penalty: 64728.761719
Iteration 0F: 21 clusters Score -3.564593e+07 nChanged 439147
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 16200 members 
Mstep: Class 3 contains 23974 members 
Mstep: Class 4 contains 22733 members 
Mstep: Class 5 contains 18883 members 
Mstep: Class 6 contains 24491 members 
Mstep: Class 7 contains 15734 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 14168 members 
Mstep: Class 10 contains 20452 members 
Mstep: Class 11 contains 14679 members 
Mstep: Class 12 contains 15302 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 39646 members 
Mstep: Class 15 contains 25816 members 
Mstep: Class 16 contains 47373 members 
Mstep: Class 17 contains 16379 members 
Mstep: Class 18 contains 18805 members 
Mstep: Class 20 contains 24493 members 
Mstep: Class 21 contains 45357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36861740.000000 Penalty: 64728.761719
Iteration 1F: 21 clusters Score -3.686174e+07 nChanged 196753
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 13100 members 
Mstep: Class 3 contains 20406 members 
Mstep: Class 4 contains 26531 members 
Mstep: Class 5 contains 15023 members 
Mstep: Class 6 contains 27335 members 
Mstep: Class 7 contains 10303 members 
Mstep: Class 8 contains 11271 members 
Mstep: Class 9 contains 16725 members 
Mstep: Class 10 contains 18888 members 
Mstep: Class 11 contains 10009 members 
Mstep: Class 12 contains 11873 members 
Mstep: Class 13 contains 8060 members 
Mstep: Class 14 contains 46239 members 
Mstep: Class 15 contains 38457 members 
Mstep: Class 16 contains 62375 members 
Mstep: Class 17 contains 20838 members 
Mstep: Class 18 contains 14412 members 
Mstep: Class 20 contains 39488 members 
Mstep: Class 21 contains 34675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37378704.000000 Penalty: 64728.761719
Iteration 2F: 21 clusters Score -3.73787e+07 nChanged 143196
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 16606 members 
Mstep: Class 4 contains 28282 members 
Mstep: Class 5 contains 11405 members 
Mstep: Class 6 contains 29292 members 
Mstep: Class 7 contains 8285 members 
Mstep: Class 8 contains 10259 members 
Mstep: Class 9 contains 19993 members 
Mstep: Class 10 contains 14777 members 
Mstep: Class 11 contains 8700 members 
Mstep: Class 12 contains 12110 members 
Mstep: Class 13 contains 5521 members 
Mstep: Class 14 contains 55347 members 
Mstep: Class 15 contains 40515 members 
Mstep: Class 16 contains 68227 members 
Mstep: Class 17 contains 25673 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 20 contains 51852 members 
Mstep: Class 21 contains 26609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37615104.000000 Penalty: 64728.761719
Iteration 3F: 21 clusters Score -3.76151e+07 nChanged 91754
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 13607 members 
Mstep: Class 4 contains 30489 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 28152 members 
Mstep: Class 7 contains 8187 members 
Mstep: Class 8 contains 11070 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 12640 members 
Mstep: Class 13 contains 4503 members 
Mstep: Class 14 contains 61097 members 
Mstep: Class 15 contains 37627 members 
Mstep: Class 16 contains 65963 members 
Mstep: Class 17 contains 27579 members 
Mstep: Class 18 contains 10831 members 
Mstep: Class 20 contains 63108 members 
Mstep: Class 21 contains 22512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37737332.000000 Penalty: 64728.761719
Iteration 4F: 21 clusters Score -3.773733e+07 nChanged 65138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 11635 members 
Mstep: Class 4 contains 31656 members 
Mstep: Class 5 contains 11355 members 
Mstep: Class 6 contains 26336 members 
Mstep: Class 7 contains 8165 members 
Mstep: Class 8 contains 12440 members 
Mstep: Class 9 contains 20712 members 
Mstep: Class 10 contains 10936 members 
Mstep: Class 11 contains 6464 members 
Mstep: Class 12 contains 12656 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 63205 members 
Mstep: Class 15 contains 32783 members 
Mstep: Class 16 contains 63466 members 
Mstep: Class 17 contains 26260 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 20 contains 77277 members 
Mstep: Class 21 contains 20019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37805732.000000 Penalty: 64728.761719
Iteration 5F: 21 clusters Score -3.780573e+07 nChanged 49615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6261 members 
Mstep: Class 3 contains 10804 members 
Mstep: Class 4 contains 31789 members 
Mstep: Class 5 contains 12161 members 
Mstep: Class 6 contains 24723 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 13973 members 
Mstep: Class 9 contains 19539 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 5651 members 
Mstep: Class 12 contains 12522 members 
Mstep: Class 13 contains 3724 members 
Mstep: Class 14 contains 63320 members 
Mstep: Class 15 contains 27607 members 
Mstep: Class 16 contains 62147 members 
Mstep: Class 17 contains 23138 members 
Mstep: Class 18 contains 12649 members 
Mstep: Class 20 contains 91865 members 
Mstep: Class 21 contains 17927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37850772.000000 Penalty: 64728.761719
Iteration 6F: 21 clusters Score -3.785077e+07 nChanged 39840
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5597 members 
Mstep: Class 3 contains 10610 members 
Mstep: Class 4 contains 31651 members 
Mstep: Class 5 contains 13107 members 
Mstep: Class 6 contains 23434 members 
Mstep: Class 7 contains 8372 members 
Mstep: Class 8 contains 15426 members 
Mstep: Class 9 contains 18626 members 
Mstep: Class 10 contains 9815 members 
Mstep: Class 11 contains 4913 members 
Mstep: Class 12 contains 12251 members 
Mstep: Class 13 contains 3589 members 
Mstep: Class 14 contains 62333 members 
Mstep: Class 15 contains 23429 members 
Mstep: Class 16 contains 61213 members 
Mstep: Class 17 contains 19358 members 
Mstep: Class 18 contains 13522 members 
Mstep: Class 20 contains 105107 members 
Mstep: Class 21 contains 16032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37889036.000000 Penalty: 64728.761719
Iteration 7F: 21 clusters Score -3.788904e+07 nChanged 33162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 10551 members 
Mstep: Class 4 contains 31624 members 
Mstep: Class 5 contains 13948 members 
Mstep: Class 6 contains 22389 members 
Mstep: Class 7 contains 8469 members 
Mstep: Class 8 contains 16803 members 
Mstep: Class 9 contains 18192 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 12075 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 60701 members 
Mstep: Class 15 contains 20834 members 
Mstep: Class 16 contains 60261 members 
Mstep: Class 17 contains 15666 members 
Mstep: Class 18 contains 14197 members 
Mstep: Class 20 contains 115833 members 
Mstep: Class 21 contains 14286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37922476.000000 Penalty: 64728.761719
Iteration 8F: 21 clusters Score -3.792248e+07 nChanged 27403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 10527 members 
Mstep: Class 4 contains 31389 members 
Mstep: Class 5 contains 14562 members 
Mstep: Class 6 contains 21496 members 
Mstep: Class 7 contains 8469 members 
Mstep: Class 8 contains 18162 members 
Mstep: Class 9 contains 18481 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 3630 members 
Mstep: Class 12 contains 11981 members 
Mstep: Class 13 contains 3577 members 
Mstep: Class 14 contains 58882 members 
Mstep: Class 15 contains 19751 members 
Mstep: Class 16 contains 59053 members 
Mstep: Class 17 contains 12874 members 
Mstep: Class 18 contains 14678 members 
Mstep: Class 20 contains 123582 members 
Mstep: Class 21 contains 12813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37947972.000000 Penalty: 64728.761719
Iteration 9F: 21 clusters Score -3.794797e+07 nChanged 22250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5294 members 
Mstep: Class 3 contains 10716 members 
Mstep: Class 4 contains 30922 members 
Mstep: Class 5 contains 15189 members 
Mstep: Class 6 contains 20682 members 
Mstep: Class 7 contains 8302 members 
Mstep: Class 8 contains 19500 members 
Mstep: Class 9 contains 19305 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 3689 members 
Mstep: Class 14 contains 57004 members 
Mstep: Class 15 contains 19701 members 
Mstep: Class 16 contains 57675 members 
Mstep: Class 17 contains 11095 members 
Mstep: Class 18 contains 14869 members 
Mstep: Class 20 contains 128877 members 
Mstep: Class 21 contains 11598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37966944.000000 Penalty: 64728.761719
Iteration 10Q: 21 clusters Score -3.796694e+07 nChanged 18444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 11076 members 
Mstep: Class 4 contains 30193 members 
Mstep: Class 5 contains 15685 members 
Mstep: Class 6 contains 19955 members 
Mstep: Class 7 contains 8196 members 
Mstep: Class 8 contains 20873 members 
Mstep: Class 9 contains 20234 members 
Mstep: Class 10 contains 9322 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 11825 members 
Mstep: Class 13 contains 3816 members 
Mstep: Class 14 contains 55085 members 
Mstep: Class 15 contains 20404 members 
Mstep: Class 16 contains 56393 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 14917 members 
Mstep: Class 20 contains 132253 members 
Mstep: Class 21 contains 10621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37980860.000000 Penalty: 64728.761719
Iteration 11Q: 21 clusters Score -3.798086e+07 nChanged 15536
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 11476 members 
Mstep: Class 4 contains 29446 members 
Mstep: Class 5 contains 16147 members 
Mstep: Class 6 contains 19354 members 
Mstep: Class 7 contains 8254 members 
Mstep: Class 8 contains 22088 members 
Mstep: Class 9 contains 21041 members 
Mstep: Class 10 contains 9223 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 3980 members 
Mstep: Class 14 contains 53081 members 
Mstep: Class 15 contains 21188 members 
Mstep: Class 16 contains 55355 members 
Mstep: Class 17 contains 9685 members 
Mstep: Class 18 contains 14845 members 
Mstep: Class 20 contains 134482 members 
Mstep: Class 21 contains 9883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37990820.000000 Penalty: 64728.761719
Iteration 12Q: 21 clusters Score -3.799082e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 11801 members 
Mstep: Class 4 contains 28583 members 
Mstep: Class 5 contains 16606 members 
Mstep: Class 6 contains 18847 members 
Mstep: Class 7 contains 8494 members 
Mstep: Class 8 contains 23324 members 
Mstep: Class 9 contains 21771 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 11612 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 51067 members 
Mstep: Class 15 contains 21812 members 
Mstep: Class 16 contains 54571 members 
Mstep: Class 17 contains 9788 members 
Mstep: Class 18 contains 14696 members 
Mstep: Class 20 contains 135986 members 
Mstep: Class 21 contains 9326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38000108.000000 Penalty: 64728.761719
Iteration 13Q: 21 clusters Score -3.800011e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 12066 members 
Mstep: Class 4 contains 27686 members 
Mstep: Class 5 contains 17099 members 
Mstep: Class 6 contains 18380 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 24646 members 
Mstep: Class 9 contains 22427 members 
Mstep: Class 10 contains 8905 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 11461 members 
Mstep: Class 13 contains 4254 members 
Mstep: Class 14 contains 49089 members 
Mstep: Class 15 contains 22312 members 
Mstep: Class 16 contains 53945 members 
Mstep: Class 17 contains 10341 members 
Mstep: Class 18 contains 14439 members 
Mstep: Class 20 contains 136953 members 
Mstep: Class 21 contains 8892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38010156.000000 Penalty: 64728.761719
Iteration 14Q: 21 clusters Score -3.801016e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 12301 members 
Mstep: Class 4 contains 26858 members 
Mstep: Class 5 contains 17167 members 
Mstep: Class 6 contains 17982 members 
Mstep: Class 7 contains 9307 members 
Mstep: Class 8 contains 26010 members 
Mstep: Class 9 contains 22977 members 
Mstep: Class 10 contains 8667 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 47609 members 
Mstep: Class 15 contains 22678 members 
Mstep: Class 16 contains 53478 members 
Mstep: Class 17 contains 11134 members 
Mstep: Class 18 contains 13979 members 
Mstep: Class 20 contains 137423 members 
Mstep: Class 21 contains 8566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38019488.000000 Penalty: 64728.761719
Iteration 15Q: 21 clusters Score -3.801949e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 12460 members 
Mstep: Class 4 contains 26165 members 
Mstep: Class 5 contains 16819 members 
Mstep: Class 6 contains 17610 members 
Mstep: Class 7 contains 10038 members 
Mstep: Class 8 contains 27162 members 
Mstep: Class 9 contains 23429 members 
Mstep: Class 10 contains 8456 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 11159 members 
Mstep: Class 13 contains 4499 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 22972 members 
Mstep: Class 16 contains 53127 members 
Mstep: Class 17 contains 12008 members 
Mstep: Class 18 contains 13475 members 
Mstep: Class 20 contains 137459 members 
Mstep: Class 21 contains 8271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38029092.000000 Penalty: 64728.761719
Iteration 16Q: 21 clusters Score -3.802909e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 12477 members 
Mstep: Class 4 contains 25610 members 
Mstep: Class 5 contains 16954 members 
Mstep: Class 6 contains 17292 members 
Mstep: Class 7 contains 10427 members 
Mstep: Class 8 contains 27957 members 
Mstep: Class 9 contains 23799 members 
Mstep: Class 10 contains 8257 members 
Mstep: Class 11 contains 2320 members 
Mstep: Class 12 contains 11085 members 
Mstep: Class 13 contains 4609 members 
Mstep: Class 14 contains 46286 members 
Mstep: Class 15 contains 23179 members 
Mstep: Class 16 contains 52862 members 
Mstep: Class 17 contains 12939 members 
Mstep: Class 18 contains 12941 members 
Mstep: Class 20 contains 137207 members 
Mstep: Class 21 contains 8066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38032752.000000 Penalty: 64728.761719
Iteration 17Q: 21 clusters Score -3.803275e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 25107 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 7 contains 10581 members 
Mstep: Class 8 contains 28661 members 
Mstep: Class 9 contains 24049 members 
Mstep: Class 10 contains 8100 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 11040 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 46028 members 
Mstep: Class 15 contains 23328 members 
Mstep: Class 16 contains 52716 members 
Mstep: Class 17 contains 13906 members 
Mstep: Class 18 contains 12421 members 
Mstep: Class 20 contains 136850 members 
Mstep: Class 21 contains 7888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38034420.000000 Penalty: 64728.761719
Iteration 18Q: 21 clusters Score -3.803442e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 12406 members 
Mstep: Class 4 contains 24673 members 
Mstep: Class 5 contains 17220 members 
Mstep: Class 6 contains 16765 members 
Mstep: Class 7 contains 10670 members 
Mstep: Class 8 contains 29371 members 
Mstep: Class 9 contains 24312 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 11005 members 
Mstep: Class 13 contains 4894 members 
Mstep: Class 14 contains 45806 members 
Mstep: Class 15 contains 23477 members 
Mstep: Class 16 contains 52570 members 
Mstep: Class 17 contains 14900 members 
Mstep: Class 18 contains 11998 members 
Mstep: Class 20 contains 136293 members 
Mstep: Class 21 contains 7763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38035728.000000 Penalty: 64728.761719
Iteration 19Q: 21 clusters Score -3.803573e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 24311 members 
Mstep: Class 5 contains 17292 members 
Mstep: Class 6 contains 16527 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 30064 members 
Mstep: Class 9 contains 24517 members 
Mstep: Class 10 contains 7777 members 
Mstep: Class 11 contains 2308 members 
Mstep: Class 12 contains 10997 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 45579 members 
Mstep: Class 15 contains 23575 members 
Mstep: Class 16 contains 52476 members 
Mstep: Class 17 contains 15843 members 
Mstep: Class 18 contains 11671 members 
Mstep: Class 20 contains 135690 members 
Mstep: Class 21 contains 7637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38037824.000000 Penalty: 64728.761719
Iteration 20F: 21 clusters Score -3.803782e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 3 contains 12344 members 
Mstep: Class 4 contains 24044 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 16117 members 
Mstep: Class 7 contains 10802 members 
Mstep: Class 8 contains 30666 members 
Mstep: Class 9 contains 24664 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10949 members 
Mstep: Class 13 contains 5180 members 
Mstep: Class 14 contains 45303 members 
Mstep: Class 15 contains 23688 members 
Mstep: Class 16 contains 52371 members 
Mstep: Class 17 contains 16818 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 20 contains 135034 members 
Mstep: Class 21 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38039320.000000 Penalty: 64728.761719
Iteration 21Q: 21 clusters Score -3.803932e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5727 members 
Mstep: Class 3 contains 12322 members 
Mstep: Class 4 contains 23849 members 
Mstep: Class 5 contains 17445 members 
Mstep: Class 6 contains 15725 members 
Mstep: Class 7 contains 10858 members 
Mstep: Class 8 contains 31168 members 
Mstep: Class 9 contains 24772 members 
Mstep: Class 10 contains 7478 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 10945 members 
Mstep: Class 13 contains 5284 members 
Mstep: Class 14 contains 45039 members 
Mstep: Class 15 contains 23785 members 
Mstep: Class 16 contains 52287 members 
Mstep: Class 17 contains 17784 members 
Mstep: Class 18 contains 11055 members 
Mstep: Class 20 contains 134453 members 
Mstep: Class 21 contains 7447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38040644.000000 Penalty: 64728.761719
Iteration 22Q: 21 clusters Score -3.804064e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5854 members 
Mstep: Class 3 contains 12280 members 
Mstep: Class 4 contains 23711 members 
Mstep: Class 5 contains 17479 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 10898 members 
Mstep: Class 8 contains 31601 members 
Mstep: Class 9 contains 24844 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 10941 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 44788 members 
Mstep: Class 15 contains 23863 members 
Mstep: Class 16 contains 52227 members 
Mstep: Class 17 contains 18810 members 
Mstep: Class 18 contains 10802 members 
Mstep: Class 20 contains 133790 members 
Mstep: Class 21 contains 7367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38041784.000000 Penalty: 64728.761719
Iteration 23Q: 21 clusters Score -3.804178e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 23632 members 
Mstep: Class 5 contains 17506 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 10929 members 
Mstep: Class 8 contains 32022 members 
Mstep: Class 9 contains 24903 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 10960 members 
Mstep: Class 13 contains 5474 members 
Mstep: Class 14 contains 44542 members 
Mstep: Class 15 contains 23924 members 
Mstep: Class 16 contains 52183 members 
Mstep: Class 17 contains 19859 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 20 contains 133105 members 
Mstep: Class 21 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38043320.000000 Penalty: 64728.761719
Iteration 24Q: 21 clusters Score -3.804332e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5971 members 
Mstep: Class 3 contains 12132 members 
Mstep: Class 4 contains 23556 members 
Mstep: Class 5 contains 17523 members 
Mstep: Class 6 contains 14668 members 
Mstep: Class 7 contains 10959 members 
Mstep: Class 8 contains 32509 members 
Mstep: Class 9 contains 24932 members 
Mstep: Class 10 contains 7081 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 11010 members 
Mstep: Class 13 contains 5595 members 
Mstep: Class 14 contains 44296 members 
Mstep: Class 15 contains 23979 members 
Mstep: Class 16 contains 52146 members 
Mstep: Class 17 contains 20873 members 
Mstep: Class 18 contains 10260 members 
Mstep: Class 20 contains 132358 members 
Mstep: Class 21 contains 7292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38044160.000000 Penalty: 64728.761719
Iteration 25Q: 21 clusters Score -3.804416e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 12059 members 
Mstep: Class 4 contains 23526 members 
Mstep: Class 5 contains 17536 members 
Mstep: Class 6 contains 14358 members 
Mstep: Class 7 contains 10990 members 
Mstep: Class 8 contains 32984 members 
Mstep: Class 9 contains 24935 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 2612 members 
Mstep: Class 12 contains 11046 members 
Mstep: Class 13 contains 5701 members 
Mstep: Class 14 contains 44048 members 
Mstep: Class 15 contains 24025 members 
Mstep: Class 16 contains 52114 members 
Mstep: Class 17 contains 21858 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 20 contains 131632 members 
Mstep: Class 21 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38045256.000000 Penalty: 64728.761719
Iteration 26Q: 21 clusters Score -3.804526e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6124 members 
Mstep: Class 3 contains 11950 members 
Mstep: Class 4 contains 23560 members 
Mstep: Class 5 contains 17542 members 
Mstep: Class 6 contains 14080 members 
Mstep: Class 7 contains 11018 members 
Mstep: Class 8 contains 33435 members 
Mstep: Class 9 contains 24934 members 
Mstep: Class 10 contains 6767 members 
Mstep: Class 11 contains 2674 members 
Mstep: Class 12 contains 11085 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 43792 members 
Mstep: Class 15 contains 24071 members 
Mstep: Class 16 contains 52092 members 
Mstep: Class 17 contains 22889 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 20 contains 130852 members 
Mstep: Class 21 contains 7279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38046124.000000 Penalty: 64728.761719
Iteration 27Q: 21 clusters Score -3.804612e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6145 members 
Mstep: Class 3 contains 11834 members 
Mstep: Class 4 contains 23631 members 
Mstep: Class 5 contains 17548 members 
Mstep: Class 6 contains 13824 members 
Mstep: Class 7 contains 11042 members 
Mstep: Class 8 contains 33918 members 
Mstep: Class 9 contains 24930 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 11121 members 
Mstep: Class 13 contains 5924 members 
Mstep: Class 14 contains 43532 members 
Mstep: Class 15 contains 24116 members 
Mstep: Class 16 contains 52058 members 
Mstep: Class 17 contains 23893 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 20 contains 130090 members 
Mstep: Class 21 contains 7279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38046728.000000 Penalty: 64728.761719
Iteration 28Q: 21 clusters Score -3.804673e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 11690 members 
Mstep: Class 4 contains 23716 members 
Mstep: Class 5 contains 17553 members 
Mstep: Class 6 contains 13592 members 
Mstep: Class 7 contains 11074 members 
Mstep: Class 8 contains 34421 members 
Mstep: Class 9 contains 24921 members 
Mstep: Class 10 contains 6401 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 11167 members 
Mstep: Class 13 contains 6093 members 
Mstep: Class 14 contains 43274 members 
Mstep: Class 15 contains 24156 members 
Mstep: Class 16 contains 52027 members 
Mstep: Class 17 contains 24942 members 
Mstep: Class 18 contains 9163 members 
Mstep: Class 20 contains 129243 members 
Mstep: Class 21 contains 7288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38047676.000000 Penalty: 64728.761719
Iteration 29Q: 21 clusters Score -3.804768e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 11552 members 
Mstep: Class 4 contains 23849 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 6 contains 13419 members 
Mstep: Class 7 contains 11098 members 
Mstep: Class 8 contains 34903 members 
Mstep: Class 9 contains 24929 members 
Mstep: Class 10 contains 6172 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 11227 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 42969 members 
Mstep: Class 15 contains 24181 members 
Mstep: Class 16 contains 52007 members 
Mstep: Class 17 contains 26031 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 20 contains 128316 members 
Mstep: Class 21 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38048568.000000 Penalty: 64728.761719
Iteration 30Q: 21 clusters Score -3.804857e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 3 contains 11407 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 17564 members 
Mstep: Class 6 contains 13245 members 
Mstep: Class 7 contains 11109 members 
Mstep: Class 8 contains 35347 members 
Mstep: Class 9 contains 24964 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 2938 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 42657 members 
Mstep: Class 15 contains 24197 members 
Mstep: Class 16 contains 52005 members 
Mstep: Class 17 contains 27197 members 
Mstep: Class 18 contains 8629 members 
Mstep: Class 20 contains 127328 members 
Mstep: Class 21 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38050200.000000 Penalty: 64728.761719
Iteration 31Q: 21 clusters Score -3.80502e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 11206 members 
Mstep: Class 4 contains 24154 members 
Mstep: Class 5 contains 17569 members 
Mstep: Class 6 contains 13114 members 
Mstep: Class 7 contains 11128 members 
Mstep: Class 8 contains 35706 members 
Mstep: Class 9 contains 25054 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 2994 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 42323 members 
Mstep: Class 15 contains 24207 members 
Mstep: Class 16 contains 52018 members 
Mstep: Class 17 contains 28310 members 
Mstep: Class 18 contains 8387 members 
Mstep: Class 20 contains 126361 members 
Mstep: Class 21 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38051932.000000 Penalty: 64728.761719
Iteration 32Q: 21 clusters Score -3.805193e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6002 members 
Mstep: Class 3 contains 10921 members 
Mstep: Class 4 contains 24329 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 12989 members 
Mstep: Class 7 contains 11144 members 
Mstep: Class 8 contains 36007 members 
Mstep: Class 9 contains 25116 members 
Mstep: Class 10 contains 5662 members 
Mstep: Class 11 contains 3052 members 
Mstep: Class 12 contains 11420 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 41991 members 
Mstep: Class 15 contains 24223 members 
Mstep: Class 16 contains 52020 members 
Mstep: Class 17 contains 29261 members 
Mstep: Class 18 contains 8160 members 
Mstep: Class 20 contains 125514 members 
Mstep: Class 21 contains 7393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38053348.000000 Penalty: 64728.761719
Iteration 33Q: 21 clusters Score -3.805335e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 10620 members 
Mstep: Class 4 contains 24504 members 
Mstep: Class 5 contains 17584 members 
Mstep: Class 6 contains 12855 members 
Mstep: Class 7 contains 11152 members 
Mstep: Class 8 contains 36242 members 
Mstep: Class 9 contains 25112 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 3089 members 
Mstep: Class 12 contains 11489 members 
Mstep: Class 13 contains 7041 members 
Mstep: Class 14 contains 41649 members 
Mstep: Class 15 contains 24234 members 
Mstep: Class 16 contains 52027 members 
Mstep: Class 17 contains 30144 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 20 contains 124739 members 
Mstep: Class 21 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38054508.000000 Penalty: 64728.761719
Iteration 34Q: 21 clusters Score -3.805451e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 10372 members 
Mstep: Class 4 contains 24725 members 
Mstep: Class 5 contains 17590 members 
Mstep: Class 6 contains 12723 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 36467 members 
Mstep: Class 9 contains 25051 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 7254 members 
Mstep: Class 14 contains 41286 members 
Mstep: Class 15 contains 24242 members 
Mstep: Class 16 contains 52019 members 
Mstep: Class 17 contains 30960 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 20 contains 124021 members 
Mstep: Class 21 contains 7467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38055160.000000 Penalty: 64728.761719
Iteration 35Q: 21 clusters Score -3.805516e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5928 members 
Mstep: Class 3 contains 10147 members 
Mstep: Class 4 contains 24937 members 
Mstep: Class 5 contains 17593 members 
Mstep: Class 6 contains 12592 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 36661 members 
Mstep: Class 9 contains 24956 members 
Mstep: Class 10 contains 6097 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 11584 members 
Mstep: Class 13 contains 7495 members 
Mstep: Class 14 contains 40929 members 
Mstep: Class 15 contains 24264 members 
Mstep: Class 16 contains 51984 members 
Mstep: Class 17 contains 31650 members 
Mstep: Class 18 contains 7462 members 
Mstep: Class 20 contains 123451 members 
Mstep: Class 21 contains 7525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38055728.000000 Penalty: 64728.761719
Iteration 36Q: 21 clusters Score -3.805573e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 9982 members 
Mstep: Class 4 contains 25137 members 
Mstep: Class 5 contains 17598 members 
Mstep: Class 6 contains 12470 members 
Mstep: Class 7 contains 11201 members 
Mstep: Class 8 contains 36851 members 
Mstep: Class 9 contains 24841 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 11636 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 40600 members 
Mstep: Class 15 contains 24275 members 
Mstep: Class 16 contains 51953 members 
Mstep: Class 17 contains 32189 members 
Mstep: Class 18 contains 7233 members 
Mstep: Class 20 contains 123012 members 
Mstep: Class 21 contains 7589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38056216.000000 Penalty: 64728.761719
Iteration 37Q: 21 clusters Score -3.805622e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5844 members 
Mstep: Class 3 contains 9829 members 
Mstep: Class 4 contains 25357 members 
Mstep: Class 5 contains 17606 members 
Mstep: Class 6 contains 12367 members 
Mstep: Class 7 contains 11219 members 
Mstep: Class 8 contains 37032 members 
Mstep: Class 9 contains 24714 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 3230 members 
Mstep: Class 12 contains 11665 members 
Mstep: Class 13 contains 7931 members 
Mstep: Class 14 contains 40259 members 
Mstep: Class 15 contains 24288 members 
Mstep: Class 16 contains 51934 members 
Mstep: Class 17 contains 32610 members 
Mstep: Class 18 contains 7020 members 
Mstep: Class 20 contains 122684 members 
Mstep: Class 21 contains 7674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38056636.000000 Penalty: 64728.761719
Iteration 38Q: 21 clusters Score -3.805664e+07 nChanged 2074
Entering ConstructFrom: 
Score: -38056636.000000 Penalty: 64728.761719
Entering ConstructFrom: 
Trying to split cluster 1 (5574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Entering Unmasked Estep 
Score: -435881.781250 Penalty: 2139.215332
	Iteration 0F: 2 clusters Score -435881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -431052.843750 Penalty: 4278.430664
	Iteration 0F: 3 clusters Score -431052.8 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -432221.875000 Penalty: 4278.430664
	Iteration 1F: 3 clusters Score -432221.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -432448.531250 Penalty: 4278.430664
	Iteration 2F: 3 clusters Score -432448.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -432619.968750 Penalty: 4278.430664
	Iteration 3F: 3 clusters Score -432620 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -432760.093750 Penalty: 4278.430664
	Iteration 4Q: 3 clusters Score -432760.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -432900.531250 Penalty: 4278.430664
	Iteration 5Q: 3 clusters Score -432900.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -433015.593750 Penalty: 4278.430664
	Iteration 6Q: 3 clusters Score -433015.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -433131.250000 Penalty: 4278.430664
	Iteration 7Q: 3 clusters Score -433131.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -433230.812500 Penalty: 4278.430664
	Iteration 8Q: 3 clusters Score -433230.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -433319.000000 Penalty: 4278.430664
	Iteration 9Q: 3 clusters Score -433319 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -433413.906250 Penalty: 4278.430664
	Iteration 10Q: 3 clusters Score -433413.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -433499.031250 Penalty: 4278.430664
	Iteration 11Q: 3 clusters Score -433499 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -433570.750000 Penalty: 4278.430664
	Iteration 12Q: 3 clusters Score -433570.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -433642.656250 Penalty: 4278.430664
	Iteration 13Q: 3 clusters Score -433642.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -433722.375000 Penalty: 4278.430664
	Iteration 14Q: 3 clusters Score -433722.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -433787.281250 Penalty: 4278.430664
	Iteration 15Q: 3 clusters Score -433787.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -433849.625000 Penalty: 4278.430664
	Iteration 16Q: 3 clusters Score -433849.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -433914.937500 Penalty: 4278.430664
	Iteration 17Q: 3 clusters Score -433914.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -433985.593750 Penalty: 4278.430664
	Iteration 18Q: 3 clusters Score -433985.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -434040.156250 Penalty: 4278.430664
	Iteration 19Q: 3 clusters Score -434040.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -434089.875000 Penalty: 4278.430664
	Iteration 20F: 3 clusters Score -434089.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -434131.468750 Penalty: 4278.430664
	Iteration 21Q: 3 clusters Score -434131.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -434162.843750 Penalty: 4278.430664
	Iteration 22Q: 3 clusters Score -434162.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -434191.125000 Penalty: 4278.430664
	Iteration 23Q: 3 clusters Score -434191.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -434222.343750 Penalty: 4278.430664
	Iteration 24Q: 3 clusters Score -434222.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -434264.687500 Penalty: 4278.430664
	Iteration 25Q: 3 clusters Score -434264.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -434304.062500 Penalty: 4278.430664
	Iteration 26Q: 3 clusters Score -434304.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -434336.218750 Penalty: 4278.430664
	Iteration 27Q: 3 clusters Score -434336.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -434351.781250 Penalty: 4278.430664
	Iteration 28Q: 3 clusters Score -434351.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -434369.406250 Penalty: 4278.430664
	Iteration 29Q: 3 clusters Score -434369.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -434388.406250 Penalty: 4278.430664
	Iteration 30Q: 3 clusters Score -434388.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -434402.843750 Penalty: 4278.430664
	Iteration 31Q: 3 clusters Score -434402.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -434413.500000 Penalty: 4278.430664
	Iteration 32Q: 3 clusters Score -434413.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -434418.437500 Penalty: 4278.430664
	Iteration 33Q: 3 clusters Score -434418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -434422.625000 Penalty: 4278.430664
	Iteration 34Q: 3 clusters Score -434422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -434426.781250 Penalty: 4278.430664
	Iteration 35Q: 3 clusters Score -434426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -434427.562500 Penalty: 4278.430664
	Iteration 36Q: 3 clusters Score -434427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -434428.343750 Penalty: 4278.430664
	Iteration 37Q: 3 clusters Score -434428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -434430.562500 Penalty: 4278.430664
	Iteration 38Q: 3 clusters Score -434430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -434433.187500 Penalty: 4278.430664
	Iteration 39Q: 3 clusters Score -434433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -434435.093750 Penalty: 4278.430664
	Iteration 40F: 3 clusters Score -434435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -434437.093750 Penalty: 4278.430664
	Iteration 41Q: 3 clusters Score -434437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -434439.125000 Penalty: 4278.430664
	Iteration 42Q: 3 clusters Score -434439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -434440.593750 Penalty: 4278.430664
	Iteration 43Q: 3 clusters Score -434440.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -434444.218750 Penalty: 4278.430664
	Iteration 44Q: 3 clusters Score -434444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -434449.343750 Penalty: 4278.430664
	Iteration 45Q: 3 clusters Score -434449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -434451.812500 Penalty: 4278.430664
	Iteration 46Q: 3 clusters Score -434451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -434454.781250 Penalty: 4278.430664
	Iteration 47Q: 3 clusters Score -434454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -434456.531250 Penalty: 4278.430664
	Iteration 48Q: 3 clusters Score -434456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -434458.500000 Penalty: 4278.430664
	Iteration 49Q: 3 clusters Score -434458.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -434460.500000 Penalty: 4278.430664
	Iteration 50Q: 3 clusters Score -434460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -434460.937500 Penalty: 4278.430664
	Iteration 51Q: 3 clusters Score -434460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -434460.937500 Penalty: 4278.430664
	Iteration 52F: 3 clusters Score -434460.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -419672.312500 Penalty: 2148.901123
	Iteration 0F: 2 clusters Score -419672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -414665.187500 Penalty: 4297.802246
	Iteration 0F: 3 clusters Score -414665.2 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -416047.687500 Penalty: 4297.802246
	Iteration 1F: 3 clusters Score -416047.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -416395.000000 Penalty: 4297.802246
	Iteration 2F: 3 clusters Score -416395 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -416724.875000 Penalty: 4297.802246
	Iteration 3F: 3 clusters Score -416724.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -417042.875000 Penalty: 4297.802246
	Iteration 4F: 3 clusters Score -417042.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -417395.437500 Penalty: 4297.802246
	Iteration 5F: 3 clusters Score -417395.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -417771.781250 Penalty: 4297.802246
	Iteration 6F: 3 clusters Score -417771.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -418089.500000 Penalty: 4297.802246
	Iteration 7F: 3 clusters Score -418089.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -418281.343750 Penalty: 4297.802246
	Iteration 8Q: 3 clusters Score -418281.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -418385.718750 Penalty: 4297.802246
	Iteration 9Q: 3 clusters Score -418385.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -418455.281250 Penalty: 4297.802246
	Iteration 10Q: 3 clusters Score -418455.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -418505.093750 Penalty: 4297.802246
	Iteration 11Q: 3 clusters Score -418505.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -418545.750000 Penalty: 4297.802246
	Iteration 12Q: 3 clusters Score -418545.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -418564.562500 Penalty: 4297.802246
	Iteration 13Q: 3 clusters Score -418564.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -418579.375000 Penalty: 4297.802246
	Iteration 14Q: 3 clusters Score -418579.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -418588.593750 Penalty: 4297.802246
	Iteration 15Q: 3 clusters Score -418588.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -418596.281250 Penalty: 4297.802246
	Iteration 16Q: 3 clusters Score -418596.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -418598.500000 Penalty: 4297.802246
	Iteration 17Q: 3 clusters Score -418598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -418601.281250 Penalty: 4297.802246
	Iteration 18Q: 3 clusters Score -418601.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -418603.375000 Penalty: 4297.802246
	Iteration 19Q: 3 clusters Score -418603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -418605.031250 Penalty: 4297.802246
	Iteration 20F: 3 clusters Score -418605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -418608.718750 Penalty: 4297.802246
	Iteration 21Q: 3 clusters Score -418608.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -418610.687500 Penalty: 4297.802246
	Iteration 22Q: 3 clusters Score -418610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -418611.625000 Penalty: 4297.802246
	Iteration 23Q: 3 clusters Score -418611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -418612.375000 Penalty: 4297.802246
	Iteration 24Q: 3 clusters Score -418612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -418612.062500 Penalty: 4297.802246
	Iteration 25Q: 3 clusters Score -418612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -418613.375000 Penalty: 4297.802246
	Iteration 26Q: 3 clusters Score -418613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -418615.125000 Penalty: 4297.802246
	Iteration 27Q: 3 clusters Score -418615.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -418616.156250 Penalty: 4297.802246
	Iteration 28Q: 3 clusters Score -418616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -418616.625000 Penalty: 4297.802246
	Iteration 29Q: 3 clusters Score -418616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -418617.625000 Penalty: 4297.802246
	Iteration 30Q: 3 clusters Score -418617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -418618.593750 Penalty: 4297.802246
	Iteration 31Q: 3 clusters Score -418618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -418619.562500 Penalty: 4297.802246
	Iteration 32Q: 3 clusters Score -418619.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -418619.781250 Penalty: 4297.802246
	Iteration 33Q: 3 clusters Score -418619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -418620.718750 Penalty: 4297.802246
	Iteration 34Q: 3 clusters Score -418620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -418622.468750 Penalty: 4297.802246
	Iteration 35Q: 3 clusters Score -418622.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -418623.687500 Penalty: 4297.802246
	Iteration 36Q: 3 clusters Score -418623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -418623.875000 Penalty: 4297.802246
	Iteration 37Q: 3 clusters Score -418623.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -418626.781250 Penalty: 4297.802246
	Iteration 38Q: 3 clusters Score -418626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -418626.250000 Penalty: 4297.802246
	Iteration 39Q: 3 clusters Score -418626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -418627.343750 Penalty: 4297.802246
	Iteration 40F: 3 clusters Score -418627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -418627.593750 Penalty: 4297.802246
	Iteration 41Q: 3 clusters Score -418627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -418628.062500 Penalty: 4297.802246
	Iteration 42Q: 3 clusters Score -418628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -418628.687500 Penalty: 4297.802246
	Iteration 43Q: 3 clusters Score -418628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -418630.218750 Penalty: 4297.802246
	Iteration 44Q: 3 clusters Score -418630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -418631.312500 Penalty: 4297.802246
	Iteration 45Q: 3 clusters Score -418631.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -418630.406250 Penalty: 4297.802246
	Iteration 46Q: 3 clusters Score -418630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -418631.343750 Penalty: 4297.802246
	Iteration 47Q: 3 clusters Score -418631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -418631.343750 Penalty: 4297.802246
	Iteration 48F: 3 clusters Score -418631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Entering Unmasked Estep 
Score: -804837.375000 Penalty: 2276.635986
	Iteration 0F: 2 clusters Score -804837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -797281.000000 Penalty: 4553.271973
	Iteration 0F: 3 clusters Score -797281 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -799426.312500 Penalty: 4553.271973
	Iteration 1F: 3 clusters Score -799426.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -799766.687500 Penalty: 4553.271973
	Iteration 2F: 3 clusters Score -799766.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -800006.500000 Penalty: 4553.271973
	Iteration 3F: 3 clusters Score -800006.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -800200.375000 Penalty: 4553.271973
	Iteration 4Q: 3 clusters Score -800200.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -800367.312500 Penalty: 4553.271973
	Iteration 5Q: 3 clusters Score -800367.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -800543.312500 Penalty: 4553.271973
	Iteration 6Q: 3 clusters Score -800543.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -800713.750000 Penalty: 4553.271973
	Iteration 7Q: 3 clusters Score -800713.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -800885.312500 Penalty: 4553.271973
	Iteration 8Q: 3 clusters Score -800885.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -801078.250000 Penalty: 4553.271973
	Iteration 9Q: 3 clusters Score -801078.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -801296.125000 Penalty: 4553.271973
	Iteration 10Q: 3 clusters Score -801296.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -801496.625000 Penalty: 4553.271973
	Iteration 11Q: 3 clusters Score -801496.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -801681.875000 Penalty: 4553.271973
	Iteration 12Q: 3 clusters Score -801681.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -801836.562500 Penalty: 4553.271973
	Iteration 13Q: 3 clusters Score -801836.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -801976.000000 Penalty: 4553.271973
	Iteration 14Q: 3 clusters Score -801976 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -802070.687500 Penalty: 4553.271973
	Iteration 15Q: 3 clusters Score -802070.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -802156.687500 Penalty: 4553.271973
	Iteration 16Q: 3 clusters Score -802156.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -802220.000000 Penalty: 4553.271973
	Iteration 17Q: 3 clusters Score -802220 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -802279.437500 Penalty: 4553.271973
	Iteration 18Q: 3 clusters Score -802279.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -802326.875000 Penalty: 4553.271973
	Iteration 19Q: 3 clusters Score -802326.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -802364.937500 Penalty: 4553.271973
	Iteration 20F: 3 clusters Score -802364.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -802396.062500 Penalty: 4553.271973
	Iteration 21Q: 3 clusters Score -802396.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -802419.250000 Penalty: 4553.271973
	Iteration 22Q: 3 clusters Score -802419.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -802448.062500 Penalty: 4553.271973
	Iteration 23Q: 3 clusters Score -802448.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -802477.687500 Penalty: 4553.271973
	Iteration 24Q: 3 clusters Score -802477.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -802497.937500 Penalty: 4553.271973
	Iteration 25Q: 3 clusters Score -802497.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -802514.875000 Penalty: 4553.271973
	Iteration 26Q: 3 clusters Score -802514.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -802529.500000 Penalty: 4553.271973
	Iteration 27Q: 3 clusters Score -802529.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -802542.937500 Penalty: 4553.271973
	Iteration 28Q: 3 clusters Score -802542.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -802555.875000 Penalty: 4553.271973
	Iteration 29Q: 3 clusters Score -802555.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -802571.375000 Penalty: 4553.271973
	Iteration 30Q: 3 clusters Score -802571.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -802585.000000 Penalty: 4553.271973
	Iteration 31Q: 3 clusters Score -802585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -802602.000000 Penalty: 4553.271973
	Iteration 32Q: 3 clusters Score -802602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -802618.125000 Penalty: 4553.271973
	Iteration 33Q: 3 clusters Score -802618.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -802627.375000 Penalty: 4553.271973
	Iteration 34Q: 3 clusters Score -802627.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -802637.000000 Penalty: 4553.271973
	Iteration 35Q: 3 clusters Score -802637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -802645.687500 Penalty: 4553.271973
	Iteration 36Q: 3 clusters Score -802645.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -802652.000000 Penalty: 4553.271973
	Iteration 37Q: 3 clusters Score -802652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -802662.500000 Penalty: 4553.271973
	Iteration 38Q: 3 clusters Score -802662.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -802671.312500 Penalty: 4553.271973
	Iteration 39Q: 3 clusters Score -802671.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -802678.000000 Penalty: 4553.271973
	Iteration 40F: 3 clusters Score -802678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -802689.500000 Penalty: 4553.271973
	Iteration 41Q: 3 clusters Score -802689.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -802700.500000 Penalty: 4553.271973
	Iteration 42Q: 3 clusters Score -802700.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -802712.750000 Penalty: 4553.271973
	Iteration 43Q: 3 clusters Score -802712.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -802724.625000 Penalty: 4553.271973
	Iteration 44Q: 3 clusters Score -802724.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -802734.875000 Penalty: 4553.271973
	Iteration 45Q: 3 clusters Score -802734.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -802750.687500 Penalty: 4553.271973
	Iteration 46Q: 3 clusters Score -802750.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -802763.375000 Penalty: 4553.271973
	Iteration 47Q: 3 clusters Score -802763.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -802774.562500 Penalty: 4553.271973
	Iteration 48Q: 3 clusters Score -802774.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -802787.562500 Penalty: 4553.271973
	Iteration 49Q: 3 clusters Score -802787.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -802797.375000 Penalty: 4553.271973
	Iteration 50Q: 3 clusters Score -802797.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -802807.250000 Penalty: 4553.271973
	Iteration 51Q: 3 clusters Score -802807.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -802816.562500 Penalty: 4553.271973
	Iteration 52Q: 3 clusters Score -802816.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -802828.187500 Penalty: 4553.271973
	Iteration 53Q: 3 clusters Score -802828.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -802835.625000 Penalty: 4553.271973
	Iteration 54Q: 3 clusters Score -802835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -802843.875000 Penalty: 4553.271973
	Iteration 55Q: 3 clusters Score -802843.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -802856.812500 Penalty: 4553.271973
	Iteration 56Q: 3 clusters Score -802856.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -802873.937500 Penalty: 4553.271973
	Iteration 57Q: 3 clusters Score -802873.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -802890.562500 Penalty: 4553.271973
	Iteration 58Q: 3 clusters Score -802890.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -802903.750000 Penalty: 4553.271973
	Iteration 59Q: 3 clusters Score -802903.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -802920.250000 Penalty: 4553.271973
	Iteration 60F: 3 clusters Score -802920.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -802937.500000 Penalty: 4553.271973
	Iteration 61Q: 3 clusters Score -802937.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -802943.812500 Penalty: 4553.271973
	Iteration 62Q: 3 clusters Score -802943.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -802950.875000 Penalty: 4553.271973
	Iteration 63Q: 3 clusters Score -802950.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -802961.000000 Penalty: 4553.271973
	Iteration 64Q: 3 clusters Score -802961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -802970.250000 Penalty: 4553.271973
	Iteration 65Q: 3 clusters Score -802970.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -802983.250000 Penalty: 4553.271973
	Iteration 66Q: 3 clusters Score -802983.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -802995.437500 Penalty: 4553.271973
	Iteration 67Q: 3 clusters Score -802995.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -803009.312500 Penalty: 4553.271973
	Iteration 68Q: 3 clusters Score -803009.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -803016.562500 Penalty: 4553.271973
	Iteration 69Q: 3 clusters Score -803016.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -803022.312500 Penalty: 4553.271973
	Iteration 70Q: 3 clusters Score -803022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -803027.000000 Penalty: 4553.271973
	Iteration 71Q: 3 clusters Score -803027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -803031.375000 Penalty: 4553.271973
	Iteration 72Q: 3 clusters Score -803031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -803035.312500 Penalty: 4553.271973
	Iteration 73Q: 3 clusters Score -803035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -803036.000000 Penalty: 4553.271973
	Iteration 74Q: 3 clusters Score -803036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -803036.625000 Penalty: 4553.271973
	Iteration 75Q: 3 clusters Score -803036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -803041.187500 Penalty: 4553.271973
	Iteration 76Q: 3 clusters Score -803041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -803041.562500 Penalty: 4553.271973
	Iteration 77Q: 3 clusters Score -803041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -803044.687500 Penalty: 4553.271973
	Iteration 78Q: 3 clusters Score -803044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -803044.625000 Penalty: 4553.271973
	Iteration 79Q: 3 clusters Score -803044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -803046.062500 Penalty: 4553.271973
	Iteration 80F: 3 clusters Score -803046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -803047.000000 Penalty: 4553.271973
	Iteration 81Q: 3 clusters Score -803047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -803047.625000 Penalty: 4553.271973
	Iteration 82Q: 3 clusters Score -803047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -803047.750000 Penalty: 4553.271973
	Iteration 83Q: 3 clusters Score -803047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -803048.375000 Penalty: 4553.271973
	Iteration 84Q: 3 clusters Score -803048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -803047.875000 Penalty: 4553.271973
	Iteration 85Q: 3 clusters Score -803047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -803050.062500 Penalty: 4553.271973
	Iteration 86Q: 3 clusters Score -803050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -803053.500000 Penalty: 4553.271973
	Iteration 87Q: 3 clusters Score -803053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -803056.750000 Penalty: 4553.271973
	Iteration 88Q: 3 clusters Score -803056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -803060.312500 Penalty: 4553.271973
	Iteration 89Q: 3 clusters Score -803060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -803061.625000 Penalty: 4553.271973
	Iteration 90Q: 3 clusters Score -803061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -803063.000000 Penalty: 4553.271973
	Iteration 91Q: 3 clusters Score -803063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -803063.062500 Penalty: 4553.271973
	Iteration 92Q: 3 clusters Score -803063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -803063.062500 Penalty: 4553.271973
	Iteration 93F: 3 clusters Score -803063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Entering Unmasked Estep 
Score: -2139032.250000 Penalty: 2516.917725
	Iteration 0F: 2 clusters Score -2139032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2121394.500000 Penalty: 5033.835449
	Iteration 0F: 3 clusters Score -2121394 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2127583.000000 Penalty: 5033.835449
	Iteration 1F: 3 clusters Score -2127583 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2128175.250000 Penalty: 5033.835449
	Iteration 2F: 3 clusters Score -2128175 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2129117.500000 Penalty: 5033.835449
	Iteration 3F: 3 clusters Score -2129118 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2130679.000000 Penalty: 5033.835449
	Iteration 4F: 3 clusters Score -2130679 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2133063.500000 Penalty: 5033.835449
	Iteration 5F: 3 clusters Score -2133064 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2135820.500000 Penalty: 5033.835449
	Iteration 6F: 3 clusters Score -2135820 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2138286.500000 Penalty: 5033.835449
	Iteration 7F: 3 clusters Score -2138286 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2139598.250000 Penalty: 5033.835449
	Iteration 8F: 3 clusters Score -2139598 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2140053.750000 Penalty: 5033.835449
	Iteration 9Q: 3 clusters Score -2140054 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2140250.250000 Penalty: 5033.835449
	Iteration 10Q: 3 clusters Score -2140250 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2140346.250000 Penalty: 5033.835449
	Iteration 11Q: 3 clusters Score -2140346 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2140404.250000 Penalty: 5033.835449
	Iteration 12Q: 3 clusters Score -2140404 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2140431.750000 Penalty: 5033.835449
	Iteration 13Q: 3 clusters Score -2140432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2140439.750000 Penalty: 5033.835449
	Iteration 14Q: 3 clusters Score -2140440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2140449.500000 Penalty: 5033.835449
	Iteration 15Q: 3 clusters Score -2140450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2140459.250000 Penalty: 5033.835449
	Iteration 16Q: 3 clusters Score -2140459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2140460.250000 Penalty: 5033.835449
	Iteration 17Q: 3 clusters Score -2140460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2140465.500000 Penalty: 5033.835449
	Iteration 18Q: 3 clusters Score -2140466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2140474.250000 Penalty: 5033.835449
	Iteration 19Q: 3 clusters Score -2140474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2140477.750000 Penalty: 5033.835449
	Iteration 20F: 3 clusters Score -2140478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2140471.750000 Penalty: 5033.835449
	Iteration 21Q: 3 clusters Score -2140472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2140479.750000 Penalty: 5033.835449
	Iteration 22Q: 3 clusters Score -2140480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2140480.500000 Penalty: 5033.835449
	Iteration 23Q: 3 clusters Score -2140480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2140482.000000 Penalty: 5033.835449
	Iteration 24Q: 3 clusters Score -2140482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2140486.000000 Penalty: 5033.835449
	Iteration 25Q: 3 clusters Score -2140486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2140489.000000 Penalty: 5033.835449
	Iteration 26Q: 3 clusters Score -2140489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2140488.000000 Penalty: 5033.835449
	Iteration 27Q: 3 clusters Score -2140488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2140484.750000 Penalty: 5033.835449
	Iteration 28Q: 3 clusters Score -2140485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2140485.500000 Penalty: 5033.835449
	Iteration 29Q: 3 clusters Score -2140486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2140489.000000 Penalty: 5033.835449
	Iteration 30Q: 3 clusters Score -2140489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2140489.250000 Penalty: 5033.835449
	Iteration 31Q: 3 clusters Score -2140489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2140489.750000 Penalty: 5033.835449
	Iteration 32Q: 3 clusters Score -2140490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2140487.250000 Penalty: 5033.835449
	Iteration 33Q: 3 clusters Score -2140487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2140495.000000 Penalty: 5033.835449
	Iteration 34Q: 3 clusters Score -2140495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2140494.000000 Penalty: 5033.835449
	Iteration 35Q: 3 clusters Score -2140494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2140498.250000 Penalty: 5033.835449
	Iteration 36Q: 3 clusters Score -2140498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2140498.000000 Penalty: 5033.835449
	Iteration 37Q: 3 clusters Score -2140498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2140496.750000 Penalty: 5033.835449
	Iteration 38Q: 3 clusters Score -2140497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2140496.250000 Penalty: 5033.835449
	Iteration 39Q: 3 clusters Score -2140496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2140496.750000 Penalty: 5033.835449
	Iteration 40F: 3 clusters Score -2140497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2140497.500000 Penalty: 5033.835449
	Iteration 41Q: 3 clusters Score -2140498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2140497.250000 Penalty: 5033.835449
	Iteration 42Q: 3 clusters Score -2140497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2140493.000000 Penalty: 5033.835449
	Iteration 43Q: 3 clusters Score -2140493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2140498.250000 Penalty: 5033.835449
	Iteration 44Q: 3 clusters Score -2140498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2140495.750000 Penalty: 5033.835449
	Iteration 45Q: 3 clusters Score -2140496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2140498.500000 Penalty: 5033.835449
	Iteration 46Q: 3 clusters Score -2140498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2140497.250000 Penalty: 5033.835449
	Iteration 47Q: 3 clusters Score -2140497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2140496.250000 Penalty: 5033.835449
	Iteration 48Q: 3 clusters Score -2140496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2140496.750000 Penalty: 5033.835449
	Iteration 49Q: 3 clusters Score -2140497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2140506.250000 Penalty: 5033.835449
	Iteration 50Q: 3 clusters Score -2140506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2140505.000000 Penalty: 5033.835449
	Iteration 51Q: 3 clusters Score -2140505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2140505.250000 Penalty: 5033.835449
	Iteration 52Q: 3 clusters Score -2140505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2140501.750000 Penalty: 5033.835449
	Iteration 53Q: 3 clusters Score -2140502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2140504.000000 Penalty: 5033.835449
	Iteration 54Q: 3 clusters Score -2140504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2140503.500000 Penalty: 5033.835449
	Iteration 55Q: 3 clusters Score -2140504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2140504.500000 Penalty: 5033.835449
	Iteration 56Q: 3 clusters Score -2140504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2140504.750000 Penalty: 5033.835449
	Iteration 57Q: 3 clusters Score -2140505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2140506.750000 Penalty: 5033.835449
	Iteration 58Q: 3 clusters Score -2140507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2140516.000000 Penalty: 5033.835449
	Iteration 59Q: 3 clusters Score -2140516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2140513.000000 Penalty: 5033.835449
	Iteration 60F: 3 clusters Score -2140513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2140517.000000 Penalty: 5033.835449
	Iteration 61Q: 3 clusters Score -2140517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2140514.250000 Penalty: 5033.835449
	Iteration 62Q: 3 clusters Score -2140514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2140514.250000 Penalty: 5033.835449
	Iteration 63Q: 3 clusters Score -2140514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2140513.750000 Penalty: 5033.835449
	Iteration 64Q: 3 clusters Score -2140514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2140514.500000 Penalty: 5033.835449
	Iteration 65Q: 3 clusters Score -2140514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2140519.250000 Penalty: 5033.835449
	Iteration 66Q: 3 clusters Score -2140519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2140515.000000 Penalty: 5033.835449
	Iteration 67Q: 3 clusters Score -2140515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2140517.500000 Penalty: 5033.835449
	Iteration 68Q: 3 clusters Score -2140518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2140520.000000 Penalty: 5033.835449
	Iteration 69Q: 3 clusters Score -2140520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2140521.750000 Penalty: 5033.835449
	Iteration 70Q: 3 clusters Score -2140522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2140522.000000 Penalty: 5033.835449
	Iteration 71Q: 3 clusters Score -2140522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2140526.250000 Penalty: 5033.835449
	Iteration 72Q: 3 clusters Score -2140526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2140523.750000 Penalty: 5033.835449
	Iteration 73Q: 3 clusters Score -2140524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2140526.500000 Penalty: 5033.835449
	Iteration 74Q: 3 clusters Score -2140526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2140529.750000 Penalty: 5033.835449
	Iteration 75Q: 3 clusters Score -2140530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2140532.000000 Penalty: 5033.835449
	Iteration 76Q: 3 clusters Score -2140532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2140532.750000 Penalty: 5033.835449
	Iteration 77Q: 3 clusters Score -2140533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2140532.000000 Penalty: 5033.835449
	Iteration 78Q: 3 clusters Score -2140532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2140536.000000 Penalty: 5033.835449
	Iteration 79Q: 3 clusters Score -2140536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2140535.000000 Penalty: 5033.835449
	Iteration 80F: 3 clusters Score -2140535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2140535.500000 Penalty: 5033.835449
	Iteration 81Q: 3 clusters Score -2140536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2140535.500000 Penalty: 5033.835449
	Iteration 82F: 3 clusters Score -2140536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 17610 members 
Mstep: Class 6 contains 12280 members 
Mstep: Class 7 contains 11234 members 
Mstep: Class 8 contains 37223 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 39903 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 51916 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 6844 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 122427 members 
Mstep: Class 21 contains 7751 members 
Entering Unmasked Estep 
Score: -38057772.000000 Penalty: 67965.203125
Splitting cluster 4 changes total score from -38056636.000000 to -38057772.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 5 (17610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Entering Unmasked Estep 
Score: -1521594.375000 Penalty: 2424.503174
	Iteration 0F: 2 clusters Score -1521594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1509053.875000 Penalty: 4849.006348
	Iteration 0F: 3 clusters Score -1509054 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1513254.625000 Penalty: 4849.006348
	Iteration 1F: 3 clusters Score -1513255 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1513800.250000 Penalty: 4849.006348
	Iteration 2F: 3 clusters Score -1513800 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1514377.625000 Penalty: 4849.006348
	Iteration 3F: 3 clusters Score -1514378 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1514974.000000 Penalty: 4849.006348
	Iteration 4F: 3 clusters Score -1514974 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1515704.000000 Penalty: 4849.006348
	Iteration 5F: 3 clusters Score -1515704 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1516734.375000 Penalty: 4849.006348
	Iteration 6F: 3 clusters Score -1516734 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1518203.500000 Penalty: 4849.006348
	Iteration 7F: 3 clusters Score -1518204 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1519973.250000 Penalty: 4849.006348
	Iteration 8F: 3 clusters Score -1519973 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1521631.625000 Penalty: 4849.006348
	Iteration 9F: 3 clusters Score -1521632 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1522856.125000 Penalty: 4849.006348
	Iteration 10F: 3 clusters Score -1522856 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1523749.625000 Penalty: 4849.006348
	Iteration 11Q: 3 clusters Score -1523750 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1524407.375000 Penalty: 4849.006348
	Iteration 12Q: 3 clusters Score -1524407 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1524929.625000 Penalty: 4849.006348
	Iteration 13Q: 3 clusters Score -1524930 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1525385.500000 Penalty: 4849.006348
	Iteration 14Q: 3 clusters Score -1525386 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1525765.875000 Penalty: 4849.006348
	Iteration 15Q: 3 clusters Score -1525766 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1526051.750000 Penalty: 4849.006348
	Iteration 16Q: 3 clusters Score -1526052 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1526255.875000 Penalty: 4849.006348
	Iteration 17Q: 3 clusters Score -1526256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1526385.125000 Penalty: 4849.006348
	Iteration 18Q: 3 clusters Score -1526385 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1526532.750000 Penalty: 4849.006348
	Iteration 19Q: 3 clusters Score -1526533 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1526648.250000 Penalty: 4849.006348
	Iteration 20F: 3 clusters Score -1526648 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1526753.250000 Penalty: 4849.006348
	Iteration 21Q: 3 clusters Score -1526753 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1526821.125000 Penalty: 4849.006348
	Iteration 22Q: 3 clusters Score -1526821 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1526875.750000 Penalty: 4849.006348
	Iteration 23Q: 3 clusters Score -1526876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1526912.375000 Penalty: 4849.006348
	Iteration 24Q: 3 clusters Score -1526912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1526943.250000 Penalty: 4849.006348
	Iteration 25Q: 3 clusters Score -1526943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1526969.125000 Penalty: 4849.006348
	Iteration 26Q: 3 clusters Score -1526969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1526980.750000 Penalty: 4849.006348
	Iteration 27Q: 3 clusters Score -1526981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1526989.250000 Penalty: 4849.006348
	Iteration 28Q: 3 clusters Score -1526989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1526992.750000 Penalty: 4849.006348
	Iteration 29Q: 3 clusters Score -1526993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1526991.750000 Penalty: 4849.006348
	Iteration 30Q: 3 clusters Score -1526992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1526992.000000 Penalty: 4849.006348
	Iteration 31Q: 3 clusters Score -1526992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1526994.500000 Penalty: 4849.006348
	Iteration 32Q: 3 clusters Score -1526994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1526995.500000 Penalty: 4849.006348
	Iteration 33Q: 3 clusters Score -1526996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1526995.375000 Penalty: 4849.006348
	Iteration 34Q: 3 clusters Score -1526995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1526995.375000 Penalty: 4849.006348
	Iteration 35F: 3 clusters Score -1526995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 12642 members 
Mstep: Class 6 contains 12280 members 
Mstep: Class 7 contains 11234 members 
Mstep: Class 8 contains 37223 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 39903 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 51916 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 6844 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 122427 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 4968 members 
Entering Unmasked Estep 
Score: -38062500.000000 Penalty: 71201.640625
Splitting cluster 5 changes total score from -38056636.000000 to -38062500.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (12280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Entering Unmasked Estep 
Score: -950690.125000 Penalty: 2335.100342
	Iteration 0F: 2 clusters Score -950690.1 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 6229 members 
Entering Unmasked Estep 
Score: -941684.937500 Penalty: 4670.200684
	Iteration 0F: 3 clusters Score -941684.9 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -944708.062500 Penalty: 4670.200684
	Iteration 1F: 3 clusters Score -944708.1 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -945647.062500 Penalty: 4670.200684
	Iteration 2F: 3 clusters Score -945647.1 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -946682.562500 Penalty: 4670.200684
	Iteration 3F: 3 clusters Score -946682.6 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -947667.125000 Penalty: 4670.200684
	Iteration 4F: 3 clusters Score -947667.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -948527.250000 Penalty: 4670.200684
	Iteration 5F: 3 clusters Score -948527.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -949248.000000 Penalty: 4670.200684
	Iteration 6F: 3 clusters Score -949248 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -949850.562500 Penalty: 4670.200684
	Iteration 7F: 3 clusters Score -949850.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -950376.812500 Penalty: 4670.200684
	Iteration 8Q: 3 clusters Score -950376.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -950770.562500 Penalty: 4670.200684
	Iteration 9Q: 3 clusters Score -950770.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -951003.562500 Penalty: 4670.200684
	Iteration 10Q: 3 clusters Score -951003.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -951142.312500 Penalty: 4670.200684
	Iteration 11Q: 3 clusters Score -951142.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -951230.250000 Penalty: 4670.200684
	Iteration 12Q: 3 clusters Score -951230.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -951309.500000 Penalty: 4670.200684
	Iteration 13Q: 3 clusters Score -951309.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -951368.250000 Penalty: 4670.200684
	Iteration 14Q: 3 clusters Score -951368.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -951415.937500 Penalty: 4670.200684
	Iteration 15Q: 3 clusters Score -951415.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -951447.750000 Penalty: 4670.200684
	Iteration 16Q: 3 clusters Score -951447.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -951474.562500 Penalty: 4670.200684
	Iteration 17Q: 3 clusters Score -951474.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -951500.187500 Penalty: 4670.200684
	Iteration 18Q: 3 clusters Score -951500.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -951511.437500 Penalty: 4670.200684
	Iteration 19Q: 3 clusters Score -951511.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -951525.062500 Penalty: 4670.200684
	Iteration 20F: 3 clusters Score -951525.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -951539.562500 Penalty: 4670.200684
	Iteration 21Q: 3 clusters Score -951539.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -951543.937500 Penalty: 4670.200684
	Iteration 22Q: 3 clusters Score -951543.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -951546.750000 Penalty: 4670.200684
	Iteration 23Q: 3 clusters Score -951546.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -951556.562500 Penalty: 4670.200684
	Iteration 24Q: 3 clusters Score -951556.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -951561.625000 Penalty: 4670.200684
	Iteration 25Q: 3 clusters Score -951561.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -951565.875000 Penalty: 4670.200684
	Iteration 26Q: 3 clusters Score -951565.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -951568.437500 Penalty: 4670.200684
	Iteration 27Q: 3 clusters Score -951568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -951569.687500 Penalty: 4670.200684
	Iteration 28Q: 3 clusters Score -951569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -951572.062500 Penalty: 4670.200684
	Iteration 29Q: 3 clusters Score -951572.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -951575.375000 Penalty: 4670.200684
	Iteration 30Q: 3 clusters Score -951575.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -951579.187500 Penalty: 4670.200684
	Iteration 31Q: 3 clusters Score -951579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -951578.437500 Penalty: 4670.200684
	Iteration 32Q: 3 clusters Score -951578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -951580.875000 Penalty: 4670.200684
	Iteration 33Q: 3 clusters Score -951580.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -951583.625000 Penalty: 4670.200684
	Iteration 34Q: 3 clusters Score -951583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -951586.437500 Penalty: 4670.200684
	Iteration 35Q: 3 clusters Score -951586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -951587.812500 Penalty: 4670.200684
	Iteration 36Q: 3 clusters Score -951587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -951586.687500 Penalty: 4670.200684
	Iteration 37Q: 3 clusters Score -951586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -951588.812500 Penalty: 4670.200684
	Iteration 38Q: 3 clusters Score -951588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -951588.812500 Penalty: 4670.200684
	Iteration 39Q: 3 clusters Score -951588.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -951591.187500 Penalty: 4670.200684
	Iteration 40F: 3 clusters Score -951591.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -951594.562500 Penalty: 4670.200684
	Iteration 41Q: 3 clusters Score -951594.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -951592.312500 Penalty: 4670.200684
	Iteration 42Q: 3 clusters Score -951592.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -951594.625000 Penalty: 4670.200684
	Iteration 43Q: 3 clusters Score -951594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -951597.625000 Penalty: 4670.200684
	Iteration 44Q: 3 clusters Score -951597.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -951598.500000 Penalty: 4670.200684
	Iteration 45Q: 3 clusters Score -951598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -951598.437500 Penalty: 4670.200684
	Iteration 46Q: 3 clusters Score -951598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -951599.625000 Penalty: 4670.200684
	Iteration 47Q: 3 clusters Score -951599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -951600.812500 Penalty: 4670.200684
	Iteration 48Q: 3 clusters Score -951600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -951600.812500 Penalty: 4670.200684
	Iteration 49F: 3 clusters Score -951600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 12642 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 11234 members 
Mstep: Class 8 contains 37223 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 39903 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 51916 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 6844 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 122427 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 4968 members 
Mstep: Class 23 contains 4486 members 
Entering Unmasked Estep 
Score: -38062376.000000 Penalty: 74438.078125
Splitting cluster 6 changes total score from -38056636.000000 to -38062376.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (11234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Entering Unmasked Estep 
Score: -971240.250000 Penalty: 2313.021729
	Iteration 0F: 2 clusters Score -971240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -962783.500000 Penalty: 4626.043457
	Iteration 0F: 3 clusters Score -962783.5 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -965403.187500 Penalty: 4626.043457
	Iteration 1F: 3 clusters Score -965403.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -965665.375000 Penalty: 4626.043457
	Iteration 2F: 3 clusters Score -965665.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -965843.375000 Penalty: 4626.043457
	Iteration 3Q: 3 clusters Score -965843.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -965993.625000 Penalty: 4626.043457
	Iteration 4Q: 3 clusters Score -965993.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -966155.625000 Penalty: 4626.043457
	Iteration 5Q: 3 clusters Score -966155.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -966323.437500 Penalty: 4626.043457
	Iteration 6Q: 3 clusters Score -966323.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -966509.187500 Penalty: 4626.043457
	Iteration 7Q: 3 clusters Score -966509.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -966706.562500 Penalty: 4626.043457
	Iteration 8Q: 3 clusters Score -966706.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -966954.500000 Penalty: 4626.043457
	Iteration 9Q: 3 clusters Score -966954.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -967237.875000 Penalty: 4626.043457
	Iteration 10Q: 3 clusters Score -967237.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -967576.750000 Penalty: 4626.043457
	Iteration 11Q: 3 clusters Score -967576.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -967965.312500 Penalty: 4626.043457
	Iteration 12Q: 3 clusters Score -967965.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -968621.625000 Penalty: 4626.043457
	Iteration 13Q: 3 clusters Score -968621.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -969573.750000 Penalty: 4626.043457
	Iteration 14Q: 3 clusters Score -969573.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -970315.687500 Penalty: 4626.043457
	Iteration 15Q: 3 clusters Score -970315.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -970799.375000 Penalty: 4626.043457
	Iteration 16Q: 3 clusters Score -970799.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -971346.187500 Penalty: 4626.043457
	Iteration 17Q: 3 clusters Score -971346.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -971934.187500 Penalty: 4626.043457
	Iteration 18Q: 3 clusters Score -971934.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -972600.500000 Penalty: 4626.043457
	Iteration 19Q: 3 clusters Score -972600.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -973584.000000 Penalty: 4626.043457
	Iteration 20F: 3 clusters Score -973584 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -974996.437500 Penalty: 4626.043457
	Iteration 21Q: 3 clusters Score -974996.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -976237.562500 Penalty: 4626.043457
	Iteration 22Q: 3 clusters Score -976237.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -976567.875000 Penalty: 4626.043457
	Iteration 23Q: 3 clusters Score -976567.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -976592.000000 Penalty: 4626.043457
	Iteration 24Q: 3 clusters Score -976592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -976595.687500 Penalty: 4626.043457
	Iteration 25Q: 3 clusters Score -976595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -976596.312500 Penalty: 4626.043457
	Iteration 26Q: 3 clusters Score -976596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -976596.312500 Penalty: 4626.043457
	Iteration 27F: 3 clusters Score -976596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 12642 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 37223 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 39903 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 51916 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 6844 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 122427 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 4968 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 5927 members 
Entering Unmasked Estep 
Score: -38066708.000000 Penalty: 77674.515625
Splitting cluster 7 changes total score from -38056636.000000 to -38066708.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (37223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Entering Unmasked Estep 
Score: -3079970.750000 Penalty: 2610.121094
	Iteration 0F: 2 clusters Score -3079971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3054425.750000 Penalty: 5220.242188
	Iteration 0F: 3 clusters Score -3054426 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3064408.500000 Penalty: 5220.242188
	Iteration 1F: 3 clusters Score -3064408 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3065453.500000 Penalty: 5220.242188
	Iteration 2F: 3 clusters Score -3065454 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3066761.250000 Penalty: 5220.242188
	Iteration 3F: 3 clusters Score -3066761 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3068476.750000 Penalty: 5220.242188
	Iteration 4F: 3 clusters Score -3068477 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3070495.750000 Penalty: 5220.242188
	Iteration 5F: 3 clusters Score -3070496 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3072472.500000 Penalty: 5220.242188
	Iteration 6F: 3 clusters Score -3072472 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3073845.500000 Penalty: 5220.242188
	Iteration 7F: 3 clusters Score -3073846 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3074659.000000 Penalty: 5220.242188
	Iteration 8Q: 3 clusters Score -3074659 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3075144.750000 Penalty: 5220.242188
	Iteration 9Q: 3 clusters Score -3075145 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3075414.500000 Penalty: 5220.242188
	Iteration 10Q: 3 clusters Score -3075414 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3075597.750000 Penalty: 5220.242188
	Iteration 11Q: 3 clusters Score -3075598 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3075728.000000 Penalty: 5220.242188
	Iteration 12Q: 3 clusters Score -3075728 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3075863.000000 Penalty: 5220.242188
	Iteration 13Q: 3 clusters Score -3075863 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3075991.750000 Penalty: 5220.242188
	Iteration 14Q: 3 clusters Score -3075992 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3076079.000000 Penalty: 5220.242188
	Iteration 15Q: 3 clusters Score -3076079 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3076194.000000 Penalty: 5220.242188
	Iteration 16Q: 3 clusters Score -3076194 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3076331.000000 Penalty: 5220.242188
	Iteration 17Q: 3 clusters Score -3076331 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3076424.500000 Penalty: 5220.242188
	Iteration 18Q: 3 clusters Score -3076424 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3076532.750000 Penalty: 5220.242188
	Iteration 19Q: 3 clusters Score -3076533 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3076632.500000 Penalty: 5220.242188
	Iteration 20F: 3 clusters Score -3076632 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3076735.500000 Penalty: 5220.242188
	Iteration 21Q: 3 clusters Score -3076736 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3076818.750000 Penalty: 5220.242188
	Iteration 22Q: 3 clusters Score -3076819 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3076896.750000 Penalty: 5220.242188
	Iteration 23Q: 3 clusters Score -3076897 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3076985.250000 Penalty: 5220.242188
	Iteration 24Q: 3 clusters Score -3076985 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3077070.000000 Penalty: 5220.242188
	Iteration 25Q: 3 clusters Score -3077070 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3077138.750000 Penalty: 5220.242188
	Iteration 26Q: 3 clusters Score -3077139 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3077195.000000 Penalty: 5220.242188
	Iteration 27Q: 3 clusters Score -3077195 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3077248.250000 Penalty: 5220.242188
	Iteration 28Q: 3 clusters Score -3077248 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3077286.000000 Penalty: 5220.242188
	Iteration 29Q: 3 clusters Score -3077286 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3077319.000000 Penalty: 5220.242188
	Iteration 30Q: 3 clusters Score -3077319 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3077350.250000 Penalty: 5220.242188
	Iteration 31Q: 3 clusters Score -3077350 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3077381.750000 Penalty: 5220.242188
	Iteration 32Q: 3 clusters Score -3077382 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3077414.250000 Penalty: 5220.242188
	Iteration 33Q: 3 clusters Score -3077414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3077423.250000 Penalty: 5220.242188
	Iteration 34Q: 3 clusters Score -3077423 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3077443.500000 Penalty: 5220.242188
	Iteration 35Q: 3 clusters Score -3077444 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3077460.000000 Penalty: 5220.242188
	Iteration 36Q: 3 clusters Score -3077460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3077462.250000 Penalty: 5220.242188
	Iteration 37Q: 3 clusters Score -3077462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3077484.750000 Penalty: 5220.242188
	Iteration 38Q: 3 clusters Score -3077485 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3077494.500000 Penalty: 5220.242188
	Iteration 39Q: 3 clusters Score -3077494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3077486.250000 Penalty: 5220.242188
	Iteration 40F: 3 clusters Score -3077486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3077493.250000 Penalty: 5220.242188
	Iteration 41Q: 3 clusters Score -3077493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3077496.500000 Penalty: 5220.242188
	Iteration 42Q: 3 clusters Score -3077496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3077499.250000 Penalty: 5220.242188
	Iteration 43Q: 3 clusters Score -3077499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3077501.250000 Penalty: 5220.242188
	Iteration 44Q: 3 clusters Score -3077501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3077509.000000 Penalty: 5220.242188
	Iteration 45Q: 3 clusters Score -3077509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3077513.250000 Penalty: 5220.242188
	Iteration 46Q: 3 clusters Score -3077513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3077503.500000 Penalty: 5220.242188
	Iteration 47Q: 3 clusters Score -3077504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3077501.000000 Penalty: 5220.242188
	Iteration 48Q: 3 clusters Score -3077501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3077515.500000 Penalty: 5220.242188
	Iteration 49Q: 3 clusters Score -3077516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3077516.500000 Penalty: 5220.242188
	Iteration 50Q: 3 clusters Score -3077516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3077518.750000 Penalty: 5220.242188
	Iteration 51Q: 3 clusters Score -3077519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3077513.500000 Penalty: 5220.242188
	Iteration 52Q: 3 clusters Score -3077514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3077519.750000 Penalty: 5220.242188
	Iteration 53Q: 3 clusters Score -3077520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3077514.000000 Penalty: 5220.242188
	Iteration 54Q: 3 clusters Score -3077514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3077514.500000 Penalty: 5220.242188
	Iteration 55Q: 3 clusters Score -3077514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3077518.250000 Penalty: 5220.242188
	Iteration 56Q: 3 clusters Score -3077518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3077523.750000 Penalty: 5220.242188
	Iteration 57Q: 3 clusters Score -3077524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3077527.000000 Penalty: 5220.242188
	Iteration 58Q: 3 clusters Score -3077527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3077522.750000 Penalty: 5220.242188
	Iteration 59Q: 3 clusters Score -3077523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3077533.000000 Penalty: 5220.242188
	Iteration 60F: 3 clusters Score -3077533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3077525.000000 Penalty: 5220.242188
	Iteration 61Q: 3 clusters Score -3077525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3077526.750000 Penalty: 5220.242188
	Iteration 62Q: 3 clusters Score -3077527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3077529.250000 Penalty: 5220.242188
	Iteration 63Q: 3 clusters Score -3077529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3077535.750000 Penalty: 5220.242188
	Iteration 64Q: 3 clusters Score -3077536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3077530.250000 Penalty: 5220.242188
	Iteration 65Q: 3 clusters Score -3077530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3077527.250000 Penalty: 5220.242188
	Iteration 66Q: 3 clusters Score -3077527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3077530.500000 Penalty: 5220.242188
	Iteration 67Q: 3 clusters Score -3077530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3077527.750000 Penalty: 5220.242188
	Iteration 68Q: 3 clusters Score -3077528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3077528.000000 Penalty: 5220.242188
	Iteration 69Q: 3 clusters Score -3077528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3077521.250000 Penalty: 5220.242188
	Iteration 70Q: 3 clusters Score -3077521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3077526.500000 Penalty: 5220.242188
	Iteration 71Q: 3 clusters Score -3077526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3077527.500000 Penalty: 5220.242188
	Iteration 72Q: 3 clusters Score -3077528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3077530.500000 Penalty: 5220.242188
	Iteration 73Q: 3 clusters Score -3077530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3077532.750000 Penalty: 5220.242188
	Iteration 74Q: 3 clusters Score -3077533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3077537.500000 Penalty: 5220.242188
	Iteration 75Q: 3 clusters Score -3077538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3077539.000000 Penalty: 5220.242188
	Iteration 76Q: 3 clusters Score -3077539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3077549.750000 Penalty: 5220.242188
	Iteration 77Q: 3 clusters Score -3077550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3077544.250000 Penalty: 5220.242188
	Iteration 78Q: 3 clusters Score -3077544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -3077545.750000 Penalty: 5220.242188
	Iteration 79Q: 3 clusters Score -3077546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3077544.500000 Penalty: 5220.242188
	Iteration 80F: 3 clusters Score -3077544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3077542.500000 Penalty: 5220.242188
	Iteration 81Q: 3 clusters Score -3077542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3077551.500000 Penalty: 5220.242188
	Iteration 82Q: 3 clusters Score -3077552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3077546.250000 Penalty: 5220.242188
	Iteration 83Q: 3 clusters Score -3077546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3077554.250000 Penalty: 5220.242188
	Iteration 84Q: 3 clusters Score -3077554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3077557.500000 Penalty: 5220.242188
	Iteration 85Q: 3 clusters Score -3077558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3077550.750000 Penalty: 5220.242188
	Iteration 86Q: 3 clusters Score -3077551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3077554.750000 Penalty: 5220.242188
	Iteration 87Q: 3 clusters Score -3077555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3077555.500000 Penalty: 5220.242188
	Iteration 88Q: 3 clusters Score -3077556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3077553.000000 Penalty: 5220.242188
	Iteration 89Q: 3 clusters Score -3077553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3077556.000000 Penalty: 5220.242188
	Iteration 90Q: 3 clusters Score -3077556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3077560.000000 Penalty: 5220.242188
	Iteration 91Q: 3 clusters Score -3077560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3077567.500000 Penalty: 5220.242188
	Iteration 92Q: 3 clusters Score -3077568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3077561.250000 Penalty: 5220.242188
	Iteration 93Q: 3 clusters Score -3077561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3077569.500000 Penalty: 5220.242188
	Iteration 94Q: 3 clusters Score -3077570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3077567.500000 Penalty: 5220.242188
	Iteration 95Q: 3 clusters Score -3077568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3077565.250000 Penalty: 5220.242188
	Iteration 96Q: 3 clusters Score -3077565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3077561.500000 Penalty: 5220.242188
	Iteration 97Q: 3 clusters Score -3077562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3077570.250000 Penalty: 5220.242188
	Iteration 98Q: 3 clusters Score -3077570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3077570.250000 Penalty: 5220.242188
	Iteration 99Q: 3 clusters Score -3077570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3077572.250000 Penalty: 5220.242188
	Iteration 100F: 3 clusters Score -3077572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3077571.250000 Penalty: 5220.242188
	Iteration 101Q: 3 clusters Score -3077571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3077575.000000 Penalty: 5220.242188
	Iteration 102Q: 3 clusters Score -3077575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3077572.000000 Penalty: 5220.242188
	Iteration 103Q: 3 clusters Score -3077572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3077577.000000 Penalty: 5220.242188
	Iteration 104Q: 3 clusters Score -3077577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3077574.750000 Penalty: 5220.242188
	Iteration 105Q: 3 clusters Score -3077575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3077576.500000 Penalty: 5220.242188
	Iteration 106Q: 3 clusters Score -3077576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3077575.000000 Penalty: 5220.242188
	Iteration 107Q: 3 clusters Score -3077575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3077571.000000 Penalty: 5220.242188
	Iteration 108Q: 3 clusters Score -3077571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3077573.000000 Penalty: 5220.242188
	Iteration 109Q: 3 clusters Score -3077573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3077571.250000 Penalty: 5220.242188
	Iteration 110Q: 3 clusters Score -3077571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3077569.500000 Penalty: 5220.242188
	Iteration 111Q: 3 clusters Score -3077570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3077568.250000 Penalty: 5220.242188
	Iteration 112Q: 3 clusters Score -3077568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3077570.000000 Penalty: 5220.242188
	Iteration 113Q: 3 clusters Score -3077570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3077569.250000 Penalty: 5220.242188
	Iteration 114Q: 3 clusters Score -3077569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3077566.000000 Penalty: 5220.242188
	Iteration 115Q: 3 clusters Score -3077566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -3077573.000000 Penalty: 5220.242188
	Iteration 116Q: 3 clusters Score -3077573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3077577.500000 Penalty: 5220.242188
	Iteration 117Q: 3 clusters Score -3077578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3077574.750000 Penalty: 5220.242188
	Iteration 118Q: 3 clusters Score -3077575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3077574.750000 Penalty: 5220.242188
	Iteration 119F: 3 clusters Score -3077575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Entering Unmasked Estep 
Score: -2108042.500000 Penalty: 2507.605957
	Iteration 0F: 2 clusters Score -2108042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2090994.750000 Penalty: 5015.211914
	Iteration 0F: 3 clusters Score -2090995 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2096936.500000 Penalty: 5015.211914
	Iteration 1F: 3 clusters Score -2096936 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2097522.000000 Penalty: 5015.211914
	Iteration 2F: 3 clusters Score -2097522 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2098184.000000 Penalty: 5015.211914
	Iteration 3F: 3 clusters Score -2098184 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2098989.500000 Penalty: 5015.211914
	Iteration 4F: 3 clusters Score -2098990 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2099960.500000 Penalty: 5015.211914
	Iteration 5F: 3 clusters Score -2099960 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2101154.000000 Penalty: 5015.211914
	Iteration 6F: 3 clusters Score -2101154 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2102364.750000 Penalty: 5015.211914
	Iteration 7F: 3 clusters Score -2102365 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2103442.500000 Penalty: 5015.211914
	Iteration 8F: 3 clusters Score -2103442 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2104387.750000 Penalty: 5015.211914
	Iteration 9Q: 3 clusters Score -2104388 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2105172.000000 Penalty: 5015.211914
	Iteration 10Q: 3 clusters Score -2105172 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2105694.250000 Penalty: 5015.211914
	Iteration 11Q: 3 clusters Score -2105694 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2105947.750000 Penalty: 5015.211914
	Iteration 12Q: 3 clusters Score -2105948 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2106065.750000 Penalty: 5015.211914
	Iteration 13Q: 3 clusters Score -2106066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2106133.250000 Penalty: 5015.211914
	Iteration 14Q: 3 clusters Score -2106133 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2106175.250000 Penalty: 5015.211914
	Iteration 15Q: 3 clusters Score -2106175 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2106201.750000 Penalty: 5015.211914
	Iteration 16Q: 3 clusters Score -2106202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2106226.500000 Penalty: 5015.211914
	Iteration 17Q: 3 clusters Score -2106226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2106251.000000 Penalty: 5015.211914
	Iteration 18Q: 3 clusters Score -2106251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2106260.250000 Penalty: 5015.211914
	Iteration 19Q: 3 clusters Score -2106260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2106269.750000 Penalty: 5015.211914
	Iteration 20F: 3 clusters Score -2106270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2106268.250000 Penalty: 5015.211914
	Iteration 21Q: 3 clusters Score -2106268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2106278.500000 Penalty: 5015.211914
	Iteration 22Q: 3 clusters Score -2106278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2106282.250000 Penalty: 5015.211914
	Iteration 23Q: 3 clusters Score -2106282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2106291.500000 Penalty: 5015.211914
	Iteration 24Q: 3 clusters Score -2106292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2106290.750000 Penalty: 5015.211914
	Iteration 25Q: 3 clusters Score -2106291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2106294.500000 Penalty: 5015.211914
	Iteration 26Q: 3 clusters Score -2106294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2106295.250000 Penalty: 5015.211914
	Iteration 27Q: 3 clusters Score -2106295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2106297.250000 Penalty: 5015.211914
	Iteration 28Q: 3 clusters Score -2106297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2106303.250000 Penalty: 5015.211914
	Iteration 29Q: 3 clusters Score -2106303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2106303.250000 Penalty: 5015.211914
	Iteration 30Q: 3 clusters Score -2106303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2106303.250000 Penalty: 5015.211914
	Iteration 31Q: 3 clusters Score -2106303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2106302.750000 Penalty: 5015.211914
	Iteration 32Q: 3 clusters Score -2106303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2106301.500000 Penalty: 5015.211914
	Iteration 33Q: 3 clusters Score -2106302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2106303.500000 Penalty: 5015.211914
	Iteration 34Q: 3 clusters Score -2106304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2106300.750000 Penalty: 5015.211914
	Iteration 35Q: 3 clusters Score -2106301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2106300.750000 Penalty: 5015.211914
	Iteration 36F: 3 clusters Score -2106301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -565613.500000 Penalty: 2174.413574
	Iteration 0F: 2 clusters Score -565613.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -560180.312500 Penalty: 4348.827148
	Iteration 0F: 3 clusters Score -560180.3 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -561446.562500 Penalty: 4348.827148
	Iteration 1F: 3 clusters Score -561446.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -561635.562500 Penalty: 4348.827148
	Iteration 2F: 3 clusters Score -561635.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -561772.187500 Penalty: 4348.827148
	Iteration 3Q: 3 clusters Score -561772.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -561872.750000 Penalty: 4348.827148
	Iteration 4Q: 3 clusters Score -561872.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -561941.937500 Penalty: 4348.827148
	Iteration 5Q: 3 clusters Score -561941.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -562002.687500 Penalty: 4348.827148
	Iteration 6Q: 3 clusters Score -562002.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -562051.562500 Penalty: 4348.827148
	Iteration 7Q: 3 clusters Score -562051.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -562090.250000 Penalty: 4348.827148
	Iteration 8Q: 3 clusters Score -562090.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -562129.125000 Penalty: 4348.827148
	Iteration 9Q: 3 clusters Score -562129.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -562163.125000 Penalty: 4348.827148
	Iteration 10Q: 3 clusters Score -562163.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -562192.562500 Penalty: 4348.827148
	Iteration 11Q: 3 clusters Score -562192.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -562219.312500 Penalty: 4348.827148
	Iteration 12Q: 3 clusters Score -562219.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -562251.000000 Penalty: 4348.827148
	Iteration 13Q: 3 clusters Score -562251 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -562281.812500 Penalty: 4348.827148
	Iteration 14Q: 3 clusters Score -562281.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -562316.625000 Penalty: 4348.827148
	Iteration 15Q: 3 clusters Score -562316.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -562350.937500 Penalty: 4348.827148
	Iteration 16Q: 3 clusters Score -562350.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -562388.375000 Penalty: 4348.827148
	Iteration 17Q: 3 clusters Score -562388.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -562431.687500 Penalty: 4348.827148
	Iteration 18Q: 3 clusters Score -562431.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -562488.000000 Penalty: 4348.827148
	Iteration 19Q: 3 clusters Score -562488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -562547.875000 Penalty: 4348.827148
	Iteration 20F: 3 clusters Score -562547.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -562603.625000 Penalty: 4348.827148
	Iteration 21Q: 3 clusters Score -562603.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -562666.937500 Penalty: 4348.827148
	Iteration 22Q: 3 clusters Score -562666.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -562748.625000 Penalty: 4348.827148
	Iteration 23Q: 3 clusters Score -562748.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -562833.937500 Penalty: 4348.827148
	Iteration 24Q: 3 clusters Score -562833.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -562919.562500 Penalty: 4348.827148
	Iteration 25Q: 3 clusters Score -562919.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -563010.187500 Penalty: 4348.827148
	Iteration 26Q: 3 clusters Score -563010.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -563103.312500 Penalty: 4348.827148
	Iteration 27Q: 3 clusters Score -563103.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -563204.437500 Penalty: 4348.827148
	Iteration 28Q: 3 clusters Score -563204.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -563274.250000 Penalty: 4348.827148
	Iteration 29Q: 3 clusters Score -563274.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -563328.500000 Penalty: 4348.827148
	Iteration 30Q: 3 clusters Score -563328.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -563378.500000 Penalty: 4348.827148
	Iteration 31Q: 3 clusters Score -563378.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -563421.875000 Penalty: 4348.827148
	Iteration 32Q: 3 clusters Score -563421.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -563457.625000 Penalty: 4348.827148
	Iteration 33Q: 3 clusters Score -563457.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -563487.187500 Penalty: 4348.827148
	Iteration 34Q: 3 clusters Score -563487.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -563515.687500 Penalty: 4348.827148
	Iteration 35Q: 3 clusters Score -563515.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -563552.312500 Penalty: 4348.827148
	Iteration 36Q: 3 clusters Score -563552.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -563571.500000 Penalty: 4348.827148
	Iteration 37Q: 3 clusters Score -563571.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -563593.187500 Penalty: 4348.827148
	Iteration 38Q: 3 clusters Score -563593.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -563605.187500 Penalty: 4348.827148
	Iteration 39Q: 3 clusters Score -563605.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -563619.062500 Penalty: 4348.827148
	Iteration 40F: 3 clusters Score -563619.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -563635.375000 Penalty: 4348.827148
	Iteration 41Q: 3 clusters Score -563635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -563649.687500 Penalty: 4348.827148
	Iteration 42Q: 3 clusters Score -563649.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -563658.500000 Penalty: 4348.827148
	Iteration 43Q: 3 clusters Score -563658.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -563662.875000 Penalty: 4348.827148
	Iteration 44Q: 3 clusters Score -563662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -563672.875000 Penalty: 4348.827148
	Iteration 45Q: 3 clusters Score -563672.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -563681.750000 Penalty: 4348.827148
	Iteration 46Q: 3 clusters Score -563681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -563687.812500 Penalty: 4348.827148
	Iteration 47Q: 3 clusters Score -563687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -563694.375000 Penalty: 4348.827148
	Iteration 48Q: 3 clusters Score -563694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -563701.750000 Penalty: 4348.827148
	Iteration 49Q: 3 clusters Score -563701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -563706.250000 Penalty: 4348.827148
	Iteration 50Q: 3 clusters Score -563706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -563711.437500 Penalty: 4348.827148
	Iteration 51Q: 3 clusters Score -563711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -563717.500000 Penalty: 4348.827148
	Iteration 52Q: 3 clusters Score -563717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -563721.062500 Penalty: 4348.827148
	Iteration 53Q: 3 clusters Score -563721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -563721.875000 Penalty: 4348.827148
	Iteration 54Q: 3 clusters Score -563721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -563725.500000 Penalty: 4348.827148
	Iteration 55Q: 3 clusters Score -563725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -563727.312500 Penalty: 4348.827148
	Iteration 56Q: 3 clusters Score -563727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -563733.250000 Penalty: 4348.827148
	Iteration 57Q: 3 clusters Score -563733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -563734.875000 Penalty: 4348.827148
	Iteration 58Q: 3 clusters Score -563734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -563739.000000 Penalty: 4348.827148
	Iteration 59Q: 3 clusters Score -563739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -563741.250000 Penalty: 4348.827148
	Iteration 60F: 3 clusters Score -563741.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -256839.125000 Penalty: 2005.353394
	Iteration 0F: 2 clusters Score -256839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -253388.812500 Penalty: 4010.706787
	Iteration 0F: 3 clusters Score -253388.8 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -254115.781250 Penalty: 4010.706787
	Iteration 1F: 3 clusters Score -254115.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -254284.828125 Penalty: 4010.706787
	Iteration 2F: 3 clusters Score -254284.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -254373.156250 Penalty: 4010.706787
	Iteration 3Q: 3 clusters Score -254373.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -254450.078125 Penalty: 4010.706787
	Iteration 4Q: 3 clusters Score -254450.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -254505.062500 Penalty: 4010.706787
	Iteration 5Q: 3 clusters Score -254505.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -254543.937500 Penalty: 4010.706787
	Iteration 6Q: 3 clusters Score -254543.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -254575.562500 Penalty: 4010.706787
	Iteration 7Q: 3 clusters Score -254575.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -254608.625000 Penalty: 4010.706787
	Iteration 8Q: 3 clusters Score -254608.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -254629.828125 Penalty: 4010.706787
	Iteration 9Q: 3 clusters Score -254629.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -254649.312500 Penalty: 4010.706787
	Iteration 10Q: 3 clusters Score -254649.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -254663.765625 Penalty: 4010.706787
	Iteration 11Q: 3 clusters Score -254663.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -254679.046875 Penalty: 4010.706787
	Iteration 12Q: 3 clusters Score -254679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -254695.750000 Penalty: 4010.706787
	Iteration 13Q: 3 clusters Score -254695.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -254713.265625 Penalty: 4010.706787
	Iteration 14Q: 3 clusters Score -254713.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -254729.062500 Penalty: 4010.706787
	Iteration 15Q: 3 clusters Score -254729.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -254744.453125 Penalty: 4010.706787
	Iteration 16Q: 3 clusters Score -254744.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -254757.906250 Penalty: 4010.706787
	Iteration 17Q: 3 clusters Score -254757.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -254767.093750 Penalty: 4010.706787
	Iteration 18Q: 3 clusters Score -254767.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -254773.203125 Penalty: 4010.706787
	Iteration 19Q: 3 clusters Score -254773.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -254779.625000 Penalty: 4010.706787
	Iteration 20F: 3 clusters Score -254779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -254784.640625 Penalty: 4010.706787
	Iteration 21Q: 3 clusters Score -254784.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -254792.171875 Penalty: 4010.706787
	Iteration 22Q: 3 clusters Score -254792.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -254804.375000 Penalty: 4010.706787
	Iteration 23Q: 3 clusters Score -254804.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -254815.281250 Penalty: 4010.706787
	Iteration 24Q: 3 clusters Score -254815.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -254828.031250 Penalty: 4010.706787
	Iteration 25Q: 3 clusters Score -254828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -254838.015625 Penalty: 4010.706787
	Iteration 26Q: 3 clusters Score -254838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -254844.125000 Penalty: 4010.706787
	Iteration 27Q: 3 clusters Score -254844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -254847.671875 Penalty: 4010.706787
	Iteration 28Q: 3 clusters Score -254847.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -254853.687500 Penalty: 4010.706787
	Iteration 29Q: 3 clusters Score -254853.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -254858.421875 Penalty: 4010.706787
	Iteration 30Q: 3 clusters Score -254858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -254863.406250 Penalty: 4010.706787
	Iteration 31Q: 3 clusters Score -254863.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -254868.578125 Penalty: 4010.706787
	Iteration 32Q: 3 clusters Score -254868.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -254874.765625 Penalty: 4010.706787
	Iteration 33Q: 3 clusters Score -254874.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -254883.953125 Penalty: 4010.706787
	Iteration 34Q: 3 clusters Score -254884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -254891.312500 Penalty: 4010.706787
	Iteration 35Q: 3 clusters Score -254891.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -254900.312500 Penalty: 4010.706787
	Iteration 36Q: 3 clusters Score -254900.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -254911.546875 Penalty: 4010.706787
	Iteration 37Q: 3 clusters Score -254911.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -254923.437500 Penalty: 4010.706787
	Iteration 38Q: 3 clusters Score -254923.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -254934.953125 Penalty: 4010.706787
	Iteration 39Q: 3 clusters Score -254935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -254942.640625 Penalty: 4010.706787
	Iteration 40F: 3 clusters Score -254942.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -254952.390625 Penalty: 4010.706787
	Iteration 41Q: 3 clusters Score -254952.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -254965.796875 Penalty: 4010.706787
	Iteration 42Q: 3 clusters Score -254965.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -254976.250000 Penalty: 4010.706787
	Iteration 43Q: 3 clusters Score -254976.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -254988.187500 Penalty: 4010.706787
	Iteration 44Q: 3 clusters Score -254988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -254999.203125 Penalty: 4010.706787
	Iteration 45Q: 3 clusters Score -254999.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -255008.578125 Penalty: 4010.706787
	Iteration 46Q: 3 clusters Score -255008.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -255018.484375 Penalty: 4010.706787
	Iteration 47Q: 3 clusters Score -255018.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -255026.890625 Penalty: 4010.706787
	Iteration 48Q: 3 clusters Score -255026.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -255036.640625 Penalty: 4010.706787
	Iteration 49Q: 3 clusters Score -255036.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -255047.843750 Penalty: 4010.706787
	Iteration 50Q: 3 clusters Score -255047.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -255058.734375 Penalty: 4010.706787
	Iteration 51Q: 3 clusters Score -255058.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -255071.781250 Penalty: 4010.706787
	Iteration 52Q: 3 clusters Score -255071.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -255082.250000 Penalty: 4010.706787
	Iteration 53Q: 3 clusters Score -255082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -255091.062500 Penalty: 4010.706787
	Iteration 54Q: 3 clusters Score -255091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -255097.062500 Penalty: 4010.706787
	Iteration 55Q: 3 clusters Score -255097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -255102.234375 Penalty: 4010.706787
	Iteration 56Q: 3 clusters Score -255102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -255106.031250 Penalty: 4010.706787
	Iteration 57Q: 3 clusters Score -255106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -255108.437500 Penalty: 4010.706787
	Iteration 58Q: 3 clusters Score -255108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -255110.437500 Penalty: 4010.706787
	Iteration 59Q: 3 clusters Score -255110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -255111.531250 Penalty: 4010.706787
	Iteration 60F: 3 clusters Score -255111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -255113.625000 Penalty: 4010.706787
	Iteration 61Q: 3 clusters Score -255113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -255114.078125 Penalty: 4010.706787
	Iteration 62Q: 3 clusters Score -255114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -255116.296875 Penalty: 4010.706787
	Iteration 63Q: 3 clusters Score -255116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -255117.312500 Penalty: 4010.706787
	Iteration 64Q: 3 clusters Score -255117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -255118.718750 Penalty: 4010.706787
	Iteration 65Q: 3 clusters Score -255118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -255118.718750 Penalty: 4010.706787
	Iteration 66F: 3 clusters Score -255118.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Entering Unmasked Estep 
Score: -963568.187500 Penalty: 2322.698242
	Iteration 0F: 2 clusters Score -963568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -954886.000000 Penalty: 4645.396484
	Iteration 0F: 3 clusters Score -954886 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -957705.625000 Penalty: 4645.396484
	Iteration 1F: 3 clusters Score -957705.6 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -958242.750000 Penalty: 4645.396484
	Iteration 2F: 3 clusters Score -958242.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -958741.750000 Penalty: 4645.396484
	Iteration 3F: 3 clusters Score -958741.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -959248.125000 Penalty: 4645.396484
	Iteration 4F: 3 clusters Score -959248.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -959681.187500 Penalty: 4645.396484
	Iteration 5F: 3 clusters Score -959681.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -960002.750000 Penalty: 4645.396484
	Iteration 6Q: 3 clusters Score -960002.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -960258.750000 Penalty: 4645.396484
	Iteration 7Q: 3 clusters Score -960258.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -960503.250000 Penalty: 4645.396484
	Iteration 8Q: 3 clusters Score -960503.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -960725.500000 Penalty: 4645.396484
	Iteration 9Q: 3 clusters Score -960725.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -960955.125000 Penalty: 4645.396484
	Iteration 10Q: 3 clusters Score -960955.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -961135.687500 Penalty: 4645.396484
	Iteration 11Q: 3 clusters Score -961135.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -961300.875000 Penalty: 4645.396484
	Iteration 12Q: 3 clusters Score -961300.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -961413.062500 Penalty: 4645.396484
	Iteration 13Q: 3 clusters Score -961413.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -961477.312500 Penalty: 4645.396484
	Iteration 14Q: 3 clusters Score -961477.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -961518.562500 Penalty: 4645.396484
	Iteration 15Q: 3 clusters Score -961518.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -961552.937500 Penalty: 4645.396484
	Iteration 16Q: 3 clusters Score -961552.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -961581.812500 Penalty: 4645.396484
	Iteration 17Q: 3 clusters Score -961581.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -961605.500000 Penalty: 4645.396484
	Iteration 18Q: 3 clusters Score -961605.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -961621.812500 Penalty: 4645.396484
	Iteration 19Q: 3 clusters Score -961621.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -961634.562500 Penalty: 4645.396484
	Iteration 20F: 3 clusters Score -961634.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -961647.062500 Penalty: 4645.396484
	Iteration 21Q: 3 clusters Score -961647.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -961658.312500 Penalty: 4645.396484
	Iteration 22Q: 3 clusters Score -961658.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -961662.812500 Penalty: 4645.396484
	Iteration 23Q: 3 clusters Score -961662.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -961669.687500 Penalty: 4645.396484
	Iteration 24Q: 3 clusters Score -961669.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -961681.937500 Penalty: 4645.396484
	Iteration 25Q: 3 clusters Score -961681.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -961685.562500 Penalty: 4645.396484
	Iteration 26Q: 3 clusters Score -961685.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -961695.187500 Penalty: 4645.396484
	Iteration 27Q: 3 clusters Score -961695.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -961703.625000 Penalty: 4645.396484
	Iteration 28Q: 3 clusters Score -961703.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -961710.500000 Penalty: 4645.396484
	Iteration 29Q: 3 clusters Score -961710.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -961715.750000 Penalty: 4645.396484
	Iteration 30Q: 3 clusters Score -961715.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -961723.187500 Penalty: 4645.396484
	Iteration 31Q: 3 clusters Score -961723.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -961730.187500 Penalty: 4645.396484
	Iteration 32Q: 3 clusters Score -961730.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -961731.062500 Penalty: 4645.396484
	Iteration 33Q: 3 clusters Score -961731.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -961737.125000 Penalty: 4645.396484
	Iteration 34Q: 3 clusters Score -961737.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -961742.875000 Penalty: 4645.396484
	Iteration 35Q: 3 clusters Score -961742.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -961745.750000 Penalty: 4645.396484
	Iteration 36Q: 3 clusters Score -961745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -961748.437500 Penalty: 4645.396484
	Iteration 37Q: 3 clusters Score -961748.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -961752.562500 Penalty: 4645.396484
	Iteration 38Q: 3 clusters Score -961752.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -961756.500000 Penalty: 4645.396484
	Iteration 39Q: 3 clusters Score -961756.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -961760.812500 Penalty: 4645.396484
	Iteration 40F: 3 clusters Score -961760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -961759.750000 Penalty: 4645.396484
	Iteration 41Q: 3 clusters Score -961759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -961760.562500 Penalty: 4645.396484
	Iteration 42Q: 3 clusters Score -961760.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -961764.500000 Penalty: 4645.396484
	Iteration 43Q: 3 clusters Score -961764.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -961766.437500 Penalty: 4645.396484
	Iteration 44Q: 3 clusters Score -961766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -961768.750000 Penalty: 4645.396484
	Iteration 45Q: 3 clusters Score -961768.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -961772.625000 Penalty: 4645.396484
	Iteration 46Q: 3 clusters Score -961772.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -961777.625000 Penalty: 4645.396484
	Iteration 47Q: 3 clusters Score -961777.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -961777.687500 Penalty: 4645.396484
	Iteration 48Q: 3 clusters Score -961777.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -961777.812500 Penalty: 4645.396484
	Iteration 49Q: 3 clusters Score -961777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -961779.875000 Penalty: 4645.396484
	Iteration 50Q: 3 clusters Score -961779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -961778.437500 Penalty: 4645.396484
	Iteration 51Q: 3 clusters Score -961778.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -961779.625000 Penalty: 4645.396484
	Iteration 52Q: 3 clusters Score -961779.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -961782.562500 Penalty: 4645.396484
	Iteration 53Q: 3 clusters Score -961782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -961783.937500 Penalty: 4645.396484
	Iteration 54Q: 3 clusters Score -961783.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -961787.312500 Penalty: 4645.396484
	Iteration 55Q: 3 clusters Score -961787.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -961791.250000 Penalty: 4645.396484
	Iteration 56Q: 3 clusters Score -961791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -961790.750000 Penalty: 4645.396484
	Iteration 57Q: 3 clusters Score -961790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -961792.062500 Penalty: 4645.396484
	Iteration 58Q: 3 clusters Score -961792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -961793.250000 Penalty: 4645.396484
	Iteration 59Q: 3 clusters Score -961793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -961795.125000 Penalty: 4645.396484
	Iteration 60F: 3 clusters Score -961795.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -961795.187500 Penalty: 4645.396484
	Iteration 61Q: 3 clusters Score -961795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -961793.937500 Penalty: 4645.396484
	Iteration 62Q: 3 clusters Score -961793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -961794.500000 Penalty: 4645.396484
	Iteration 63Q: 3 clusters Score -961794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -961795.437500 Penalty: 4645.396484
	Iteration 64Q: 3 clusters Score -961795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -961796.812500 Penalty: 4645.396484
	Iteration 65Q: 3 clusters Score -961796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -961798.125000 Penalty: 4645.396484
	Iteration 66Q: 3 clusters Score -961798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -961797.250000 Penalty: 4645.396484
	Iteration 67Q: 3 clusters Score -961797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -961797.250000 Penalty: 4645.396484
	Iteration 68Q: 3 clusters Score -961797.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -961801.125000 Penalty: 4645.396484
	Iteration 69Q: 3 clusters Score -961801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -961800.750000 Penalty: 4645.396484
	Iteration 70Q: 3 clusters Score -961800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -961802.687500 Penalty: 4645.396484
	Iteration 71Q: 3 clusters Score -961802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -961801.250000 Penalty: 4645.396484
	Iteration 72Q: 3 clusters Score -961801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -961801.250000 Penalty: 4645.396484
	Iteration 73F: 3 clusters Score -961801.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Entering Unmasked Estep 
Score: -658268.187500 Penalty: 2232.058594
	Iteration 0F: 2 clusters Score -658268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -651758.562500 Penalty: 4464.117188
	Iteration 0F: 3 clusters Score -651758.6 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -653552.500000 Penalty: 4464.117188
	Iteration 1F: 3 clusters Score -653552.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -653835.500000 Penalty: 4464.117188
	Iteration 2F: 3 clusters Score -653835.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -654009.875000 Penalty: 4464.117188
	Iteration 3Q: 3 clusters Score -654009.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -654160.625000 Penalty: 4464.117188
	Iteration 4Q: 3 clusters Score -654160.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -654284.562500 Penalty: 4464.117188
	Iteration 5Q: 3 clusters Score -654284.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -654384.312500 Penalty: 4464.117188
	Iteration 6Q: 3 clusters Score -654384.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -654470.500000 Penalty: 4464.117188
	Iteration 7Q: 3 clusters Score -654470.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -654561.812500 Penalty: 4464.117188
	Iteration 8Q: 3 clusters Score -654561.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -654663.375000 Penalty: 4464.117188
	Iteration 9Q: 3 clusters Score -654663.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -654758.750000 Penalty: 4464.117188
	Iteration 10Q: 3 clusters Score -654758.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -654864.500000 Penalty: 4464.117188
	Iteration 11Q: 3 clusters Score -654864.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -654977.500000 Penalty: 4464.117188
	Iteration 12Q: 3 clusters Score -654977.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -655078.750000 Penalty: 4464.117188
	Iteration 13Q: 3 clusters Score -655078.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -655171.312500 Penalty: 4464.117188
	Iteration 14Q: 3 clusters Score -655171.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -655264.000000 Penalty: 4464.117188
	Iteration 15Q: 3 clusters Score -655264 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -655357.625000 Penalty: 4464.117188
	Iteration 16Q: 3 clusters Score -655357.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -655459.125000 Penalty: 4464.117188
	Iteration 17Q: 3 clusters Score -655459.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -655563.125000 Penalty: 4464.117188
	Iteration 18Q: 3 clusters Score -655563.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -655644.500000 Penalty: 4464.117188
	Iteration 19Q: 3 clusters Score -655644.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -655722.062500 Penalty: 4464.117188
	Iteration 20F: 3 clusters Score -655722.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -655799.062500 Penalty: 4464.117188
	Iteration 21Q: 3 clusters Score -655799.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -655859.000000 Penalty: 4464.117188
	Iteration 22Q: 3 clusters Score -655859 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -655919.250000 Penalty: 4464.117188
	Iteration 23Q: 3 clusters Score -655919.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -655982.562500 Penalty: 4464.117188
	Iteration 24Q: 3 clusters Score -655982.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -656023.562500 Penalty: 4464.117188
	Iteration 25Q: 3 clusters Score -656023.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -656053.500000 Penalty: 4464.117188
	Iteration 26Q: 3 clusters Score -656053.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -656080.687500 Penalty: 4464.117188
	Iteration 27Q: 3 clusters Score -656080.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -656111.875000 Penalty: 4464.117188
	Iteration 28Q: 3 clusters Score -656111.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -656145.187500 Penalty: 4464.117188
	Iteration 29Q: 3 clusters Score -656145.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -656176.000000 Penalty: 4464.117188
	Iteration 30Q: 3 clusters Score -656176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -656204.500000 Penalty: 4464.117188
	Iteration 31Q: 3 clusters Score -656204.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -656227.812500 Penalty: 4464.117188
	Iteration 32Q: 3 clusters Score -656227.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -656250.687500 Penalty: 4464.117188
	Iteration 33Q: 3 clusters Score -656250.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -656278.187500 Penalty: 4464.117188
	Iteration 34Q: 3 clusters Score -656278.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -656307.250000 Penalty: 4464.117188
	Iteration 35Q: 3 clusters Score -656307.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -656327.687500 Penalty: 4464.117188
	Iteration 36Q: 3 clusters Score -656327.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -656339.937500 Penalty: 4464.117188
	Iteration 37Q: 3 clusters Score -656339.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -656349.187500 Penalty: 4464.117188
	Iteration 38Q: 3 clusters Score -656349.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -656359.437500 Penalty: 4464.117188
	Iteration 39Q: 3 clusters Score -656359.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -656370.500000 Penalty: 4464.117188
	Iteration 40F: 3 clusters Score -656370.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -656386.437500 Penalty: 4464.117188
	Iteration 41Q: 3 clusters Score -656386.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -656394.937500 Penalty: 4464.117188
	Iteration 42Q: 3 clusters Score -656394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -656404.687500 Penalty: 4464.117188
	Iteration 43Q: 3 clusters Score -656404.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -656413.062500 Penalty: 4464.117188
	Iteration 44Q: 3 clusters Score -656413.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -656417.687500 Penalty: 4464.117188
	Iteration 45Q: 3 clusters Score -656417.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -656426.625000 Penalty: 4464.117188
	Iteration 46Q: 3 clusters Score -656426.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -656436.250000 Penalty: 4464.117188
	Iteration 47Q: 3 clusters Score -656436.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -656446.250000 Penalty: 4464.117188
	Iteration 48Q: 3 clusters Score -656446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -656451.812500 Penalty: 4464.117188
	Iteration 49Q: 3 clusters Score -656451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -656456.812500 Penalty: 4464.117188
	Iteration 50Q: 3 clusters Score -656456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -656458.250000 Penalty: 4464.117188
	Iteration 51Q: 3 clusters Score -656458.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -656460.750000 Penalty: 4464.117188
	Iteration 52Q: 3 clusters Score -656460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -656465.875000 Penalty: 4464.117188
	Iteration 53Q: 3 clusters Score -656465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -656468.187500 Penalty: 4464.117188
	Iteration 54Q: 3 clusters Score -656468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -656469.812500 Penalty: 4464.117188
	Iteration 55Q: 3 clusters Score -656469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -656474.687500 Penalty: 4464.117188
	Iteration 56Q: 3 clusters Score -656474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -656475.750000 Penalty: 4464.117188
	Iteration 57Q: 3 clusters Score -656475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -656477.750000 Penalty: 4464.117188
	Iteration 58Q: 3 clusters Score -656477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -656478.375000 Penalty: 4464.117188
	Iteration 59Q: 3 clusters Score -656478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -656481.000000 Penalty: 4464.117188
	Iteration 60F: 3 clusters Score -656481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -656483.312500 Penalty: 4464.117188
	Iteration 61Q: 3 clusters Score -656483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -656484.625000 Penalty: 4464.117188
	Iteration 62Q: 3 clusters Score -656484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -656486.812500 Penalty: 4464.117188
	Iteration 63Q: 3 clusters Score -656486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -656488.062500 Penalty: 4464.117188
	Iteration 64Q: 3 clusters Score -656488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -656490.000000 Penalty: 4464.117188
	Iteration 65Q: 3 clusters Score -656490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -656489.750000 Penalty: 4464.117188
	Iteration 66Q: 3 clusters Score -656489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -656489.750000 Penalty: 4464.117188
	Iteration 67F: 3 clusters Score -656489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Entering Unmasked Estep 
Score: -3419497.500000 Penalty: 2627.363281
	Iteration 0F: 2 clusters Score -3419498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3392560.000000 Penalty: 5254.726562
	Iteration 0F: 3 clusters Score -3392560 nChanged 18175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3402694.750000 Penalty: 5254.726562
	Iteration 1F: 3 clusters Score -3402695 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3403204.750000 Penalty: 5254.726562
	Iteration 2Q: 3 clusters Score -3403205 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3403749.750000 Penalty: 5254.726562
	Iteration 3Q: 3 clusters Score -3403750 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3404483.000000 Penalty: 5254.726562
	Iteration 4Q: 3 clusters Score -3404483 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3405589.750000 Penalty: 5254.726562
	Iteration 5F: 3 clusters Score -3405590 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3407168.250000 Penalty: 5254.726562
	Iteration 6F: 3 clusters Score -3407168 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3409272.000000 Penalty: 5254.726562
	Iteration 7F: 3 clusters Score -3409272 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -3411465.750000 Penalty: 5254.726562
	Iteration 8F: 3 clusters Score -3411466 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -3413148.000000 Penalty: 5254.726562
	Iteration 9F: 3 clusters Score -3413148 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3414418.500000 Penalty: 5254.726562
	Iteration 10Q: 3 clusters Score -3414418 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -3415248.750000 Penalty: 5254.726562
	Iteration 11Q: 3 clusters Score -3415249 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -3415843.750000 Penalty: 5254.726562
	Iteration 12Q: 3 clusters Score -3415844 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -3416336.250000 Penalty: 5254.726562
	Iteration 13Q: 3 clusters Score -3416336 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -3416757.500000 Penalty: 5254.726562
	Iteration 14Q: 3 clusters Score -3416758 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -3417077.750000 Penalty: 5254.726562
	Iteration 15Q: 3 clusters Score -3417078 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -3417347.250000 Penalty: 5254.726562
	Iteration 16Q: 3 clusters Score -3417347 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -3417490.500000 Penalty: 5254.726562
	Iteration 17Q: 3 clusters Score -3417490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -3417552.250000 Penalty: 5254.726562
	Iteration 18Q: 3 clusters Score -3417552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -3417589.750000 Penalty: 5254.726562
	Iteration 19Q: 3 clusters Score -3417590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -3417616.500000 Penalty: 5254.726562
	Iteration 20F: 3 clusters Score -3417616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -3417631.250000 Penalty: 5254.726562
	Iteration 21Q: 3 clusters Score -3417631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -3417646.000000 Penalty: 5254.726562
	Iteration 22Q: 3 clusters Score -3417646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -3417657.250000 Penalty: 5254.726562
	Iteration 23Q: 3 clusters Score -3417657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -3417681.250000 Penalty: 5254.726562
	Iteration 24Q: 3 clusters Score -3417681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -3417685.250000 Penalty: 5254.726562
	Iteration 25Q: 3 clusters Score -3417685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -3417695.750000 Penalty: 5254.726562
	Iteration 26Q: 3 clusters Score -3417696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -3417698.250000 Penalty: 5254.726562
	Iteration 27Q: 3 clusters Score -3417698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -3417709.750000 Penalty: 5254.726562
	Iteration 28Q: 3 clusters Score -3417710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -3417709.250000 Penalty: 5254.726562
	Iteration 29Q: 3 clusters Score -3417709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -3417722.250000 Penalty: 5254.726562
	Iteration 30Q: 3 clusters Score -3417722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -3417722.000000 Penalty: 5254.726562
	Iteration 31Q: 3 clusters Score -3417722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -3417727.750000 Penalty: 5254.726562
	Iteration 32Q: 3 clusters Score -3417728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -3417732.750000 Penalty: 5254.726562
	Iteration 33Q: 3 clusters Score -3417733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -3417733.000000 Penalty: 5254.726562
	Iteration 34Q: 3 clusters Score -3417733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -3417735.000000 Penalty: 5254.726562
	Iteration 35Q: 3 clusters Score -3417735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3417738.250000 Penalty: 5254.726562
	Iteration 36Q: 3 clusters Score -3417738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -3417734.000000 Penalty: 5254.726562
	Iteration 37Q: 3 clusters Score -3417734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -3417733.250000 Penalty: 5254.726562
	Iteration 38Q: 3 clusters Score -3417733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -3417732.500000 Penalty: 5254.726562
	Iteration 39Q: 3 clusters Score -3417732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -3417735.000000 Penalty: 5254.726562
	Iteration 40F: 3 clusters Score -3417735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -3417734.750000 Penalty: 5254.726562
	Iteration 41Q: 3 clusters Score -3417735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -3417732.750000 Penalty: 5254.726562
	Iteration 42Q: 3 clusters Score -3417733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -3417734.250000 Penalty: 5254.726562
	Iteration 43Q: 3 clusters Score -3417734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -3417735.750000 Penalty: 5254.726562
	Iteration 44Q: 3 clusters Score -3417736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -3417732.250000 Penalty: 5254.726562
	Iteration 45Q: 3 clusters Score -3417732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -3417733.250000 Penalty: 5254.726562
	Iteration 46Q: 3 clusters Score -3417733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -3417733.250000 Penalty: 5254.726562
	Iteration 47F: 3 clusters Score -3417733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Entering Unmasked Estep 
Score: -2112009.750000 Penalty: 2504.310547
	Iteration 0F: 2 clusters Score -2112010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2095074.500000 Penalty: 5008.621094
	Iteration 0F: 3 clusters Score -2095074 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2100949.500000 Penalty: 5008.621094
	Iteration 1F: 3 clusters Score -2100950 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2101360.750000 Penalty: 5008.621094
	Iteration 2Q: 3 clusters Score -2101361 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2101758.250000 Penalty: 5008.621094
	Iteration 3Q: 3 clusters Score -2101758 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2102106.750000 Penalty: 5008.621094
	Iteration 4Q: 3 clusters Score -2102107 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2102473.250000 Penalty: 5008.621094
	Iteration 5Q: 3 clusters Score -2102473 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2102894.000000 Penalty: 5008.621094
	Iteration 6Q: 3 clusters Score -2102894 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2103404.250000 Penalty: 5008.621094
	Iteration 7Q: 3 clusters Score -2103404 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2104042.000000 Penalty: 5008.621094
	Iteration 8Q: 3 clusters Score -2104042 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2104865.750000 Penalty: 5008.621094
	Iteration 9F: 3 clusters Score -2104866 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2105874.000000 Penalty: 5008.621094
	Iteration 10F: 3 clusters Score -2105874 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2107051.750000 Penalty: 5008.621094
	Iteration 11F: 3 clusters Score -2107052 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2108309.250000 Penalty: 5008.621094
	Iteration 12F: 3 clusters Score -2108309 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2109351.750000 Penalty: 5008.621094
	Iteration 13Q: 3 clusters Score -2109352 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2109905.250000 Penalty: 5008.621094
	Iteration 14Q: 3 clusters Score -2109905 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2110192.750000 Penalty: 5008.621094
	Iteration 15Q: 3 clusters Score -2110193 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2110332.250000 Penalty: 5008.621094
	Iteration 16Q: 3 clusters Score -2110332 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2110393.250000 Penalty: 5008.621094
	Iteration 17Q: 3 clusters Score -2110393 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2110449.500000 Penalty: 5008.621094
	Iteration 18Q: 3 clusters Score -2110450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2110467.000000 Penalty: 5008.621094
	Iteration 19Q: 3 clusters Score -2110467 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2110497.000000 Penalty: 5008.621094
	Iteration 20F: 3 clusters Score -2110497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2110504.250000 Penalty: 5008.621094
	Iteration 21Q: 3 clusters Score -2110504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2110516.250000 Penalty: 5008.621094
	Iteration 22Q: 3 clusters Score -2110516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2110526.250000 Penalty: 5008.621094
	Iteration 23Q: 3 clusters Score -2110526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2110532.250000 Penalty: 5008.621094
	Iteration 24Q: 3 clusters Score -2110532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2110534.250000 Penalty: 5008.621094
	Iteration 25Q: 3 clusters Score -2110534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2110528.750000 Penalty: 5008.621094
	Iteration 26Q: 3 clusters Score -2110529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2110533.500000 Penalty: 5008.621094
	Iteration 27Q: 3 clusters Score -2110534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2110534.500000 Penalty: 5008.621094
	Iteration 28Q: 3 clusters Score -2110534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2110534.750000 Penalty: 5008.621094
	Iteration 29Q: 3 clusters Score -2110535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2110538.500000 Penalty: 5008.621094
	Iteration 30Q: 3 clusters Score -2110538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2110537.250000 Penalty: 5008.621094
	Iteration 31Q: 3 clusters Score -2110537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2110536.500000 Penalty: 5008.621094
	Iteration 32Q: 3 clusters Score -2110536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2110538.000000 Penalty: 5008.621094
	Iteration 33Q: 3 clusters Score -2110538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2110538.250000 Penalty: 5008.621094
	Iteration 34Q: 3 clusters Score -2110538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2110541.250000 Penalty: 5008.621094
	Iteration 35Q: 3 clusters Score -2110541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2110545.250000 Penalty: 5008.621094
	Iteration 36Q: 3 clusters Score -2110545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2110542.250000 Penalty: 5008.621094
	Iteration 37Q: 3 clusters Score -2110542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2110545.250000 Penalty: 5008.621094
	Iteration 38Q: 3 clusters Score -2110545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2110547.750000 Penalty: 5008.621094
	Iteration 39Q: 3 clusters Score -2110548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2110547.000000 Penalty: 5008.621094
	Iteration 40F: 3 clusters Score -2110547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Entering Unmasked Estep 
Score: -4373001.500000 Penalty: 2692.630859
	Iteration 0F: 2 clusters Score -4373002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -4338182.500000 Penalty: 5385.261719
	Iteration 0F: 3 clusters Score -4338182 nChanged 23934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4352003.500000 Penalty: 5385.261719
	Iteration 1F: 3 clusters Score -4352004 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4353286.000000 Penalty: 5385.261719
	Iteration 2F: 3 clusters Score -4353286 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -4355099.500000 Penalty: 5385.261719
	Iteration 3F: 3 clusters Score -4355100 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -4358425.000000 Penalty: 5385.261719
	Iteration 4F: 3 clusters Score -4358425 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -4364063.500000 Penalty: 5385.261719
	Iteration 5F: 3 clusters Score -4364064 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4371361.000000 Penalty: 5385.261719
	Iteration 6F: 3 clusters Score -4371361 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4376361.000000 Penalty: 5385.261719
	Iteration 7F: 3 clusters Score -4376361 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4378841.000000 Penalty: 5385.261719
	Iteration 8F: 3 clusters Score -4378841 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4381380.500000 Penalty: 5385.261719
	Iteration 9Q: 3 clusters Score -4381380 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4383984.000000 Penalty: 5385.261719
	Iteration 10Q: 3 clusters Score -4383984 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4385335.000000 Penalty: 5385.261719
	Iteration 11Q: 3 clusters Score -4385335 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4385689.000000 Penalty: 5385.261719
	Iteration 12Q: 3 clusters Score -4385689 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -4385753.500000 Penalty: 5385.261719
	Iteration 13Q: 3 clusters Score -4385754 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -4385826.500000 Penalty: 5385.261719
	Iteration 14Q: 3 clusters Score -4385826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4385844.500000 Penalty: 5385.261719
	Iteration 15Q: 3 clusters Score -4385844 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4385885.500000 Penalty: 5385.261719
	Iteration 16Q: 3 clusters Score -4385886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4385888.500000 Penalty: 5385.261719
	Iteration 17Q: 3 clusters Score -4385888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -4385895.500000 Penalty: 5385.261719
	Iteration 18Q: 3 clusters Score -4385896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -4385910.000000 Penalty: 5385.261719
	Iteration 19Q: 3 clusters Score -4385910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -4385913.500000 Penalty: 5385.261719
	Iteration 20F: 3 clusters Score -4385914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -4385936.000000 Penalty: 5385.261719
	Iteration 21Q: 3 clusters Score -4385936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4385948.500000 Penalty: 5385.261719
	Iteration 22Q: 3 clusters Score -4385948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -4385943.500000 Penalty: 5385.261719
	Iteration 23Q: 3 clusters Score -4385944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -4385948.500000 Penalty: 5385.261719
	Iteration 24Q: 3 clusters Score -4385948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -4385968.500000 Penalty: 5385.261719
	Iteration 25Q: 3 clusters Score -4385968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4385978.500000 Penalty: 5385.261719
	Iteration 26Q: 3 clusters Score -4385978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4386009.500000 Penalty: 5385.261719
	Iteration 27Q: 3 clusters Score -4386010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4386015.000000 Penalty: 5385.261719
	Iteration 28Q: 3 clusters Score -4386015 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4386033.000000 Penalty: 5385.261719
	Iteration 29Q: 3 clusters Score -4386033 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -4386082.500000 Penalty: 5385.261719
	Iteration 30Q: 3 clusters Score -4386082 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -4386180.000000 Penalty: 5385.261719
	Iteration 31Q: 3 clusters Score -4386180 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -4386316.000000 Penalty: 5385.261719
	Iteration 32Q: 3 clusters Score -4386316 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4386606.500000 Penalty: 5385.261719
	Iteration 33Q: 3 clusters Score -4386606 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4387266.500000 Penalty: 5385.261719
	Iteration 34Q: 3 clusters Score -4387266 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -4388266.000000 Penalty: 5385.261719
	Iteration 35Q: 3 clusters Score -4388266 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4388787.500000 Penalty: 5385.261719
	Iteration 36Q: 3 clusters Score -4388788 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -4388878.500000 Penalty: 5385.261719
	Iteration 37Q: 3 clusters Score -4388878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4388885.000000 Penalty: 5385.261719
	Iteration 38Q: 3 clusters Score -4388885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4388879.500000 Penalty: 5385.261719
	Iteration 39Q: 3 clusters Score -4388880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4388883.000000 Penalty: 5385.261719
	Iteration 40F: 3 clusters Score -4388883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4388880.000000 Penalty: 5385.261719
	Iteration 41Q: 3 clusters Score -4388880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -4388871.000000 Penalty: 5385.261719
	Iteration 42Q: 3 clusters Score -4388871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -4388871.500000 Penalty: 5385.261719
	Iteration 43Q: 3 clusters Score -4388872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -4388877.000000 Penalty: 5385.261719
	Iteration 44Q: 3 clusters Score -4388877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -4388877.000000 Penalty: 5385.261719
	Iteration 45F: 3 clusters Score -4388877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 12642 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 37223 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 39903 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 40159 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 6844 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 122427 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 4968 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 5927 members 
Mstep: Class 25 contains 11757 members 
Entering Unmasked Estep 
Score: -38081836.000000 Penalty: 80910.953125
Splitting cluster 16 changes total score from -38056636.000000 to -38081836.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (32961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Entering Unmasked Estep 
Score: -2843171.750000 Penalty: 2579.963867
	Iteration 0F: 2 clusters Score -2843172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2820869.750000 Penalty: 5159.927734
	Iteration 0F: 3 clusters Score -2820870 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2828967.000000 Penalty: 5159.927734
	Iteration 1F: 3 clusters Score -2828967 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2829592.500000 Penalty: 5159.927734
	Iteration 2F: 3 clusters Score -2829592 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2830161.500000 Penalty: 5159.927734
	Iteration 3Q: 3 clusters Score -2830162 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2830671.250000 Penalty: 5159.927734
	Iteration 4Q: 3 clusters Score -2830671 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2831301.000000 Penalty: 5159.927734
	Iteration 5Q: 3 clusters Score -2831301 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2832023.000000 Penalty: 5159.927734
	Iteration 6Q: 3 clusters Score -2832023 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2832905.750000 Penalty: 5159.927734
	Iteration 7Q: 3 clusters Score -2832906 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2834029.250000 Penalty: 5159.927734
	Iteration 8Q: 3 clusters Score -2834029 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2835446.500000 Penalty: 5159.927734
	Iteration 9F: 3 clusters Score -2835446 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2836819.500000 Penalty: 5159.927734
	Iteration 10F: 3 clusters Score -2836820 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2837943.500000 Penalty: 5159.927734
	Iteration 11Q: 3 clusters Score -2837944 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2838791.250000 Penalty: 5159.927734
	Iteration 12Q: 3 clusters Score -2838791 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2839379.000000 Penalty: 5159.927734
	Iteration 13Q: 3 clusters Score -2839379 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2839738.500000 Penalty: 5159.927734
	Iteration 14Q: 3 clusters Score -2839738 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2839935.000000 Penalty: 5159.927734
	Iteration 15Q: 3 clusters Score -2839935 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2840050.500000 Penalty: 5159.927734
	Iteration 16Q: 3 clusters Score -2840050 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2840141.750000 Penalty: 5159.927734
	Iteration 17Q: 3 clusters Score -2840142 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2840206.250000 Penalty: 5159.927734
	Iteration 18Q: 3 clusters Score -2840206 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2840262.750000 Penalty: 5159.927734
	Iteration 19Q: 3 clusters Score -2840263 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2840313.500000 Penalty: 5159.927734
	Iteration 20F: 3 clusters Score -2840314 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2840366.500000 Penalty: 5159.927734
	Iteration 21Q: 3 clusters Score -2840366 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2840419.500000 Penalty: 5159.927734
	Iteration 22Q: 3 clusters Score -2840420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2840480.250000 Penalty: 5159.927734
	Iteration 23Q: 3 clusters Score -2840480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2840534.250000 Penalty: 5159.927734
	Iteration 24Q: 3 clusters Score -2840534 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2840595.000000 Penalty: 5159.927734
	Iteration 25Q: 3 clusters Score -2840595 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2840684.750000 Penalty: 5159.927734
	Iteration 26Q: 3 clusters Score -2840685 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2840750.000000 Penalty: 5159.927734
	Iteration 27Q: 3 clusters Score -2840750 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2840816.250000 Penalty: 5159.927734
	Iteration 28Q: 3 clusters Score -2840816 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -2840871.250000 Penalty: 5159.927734
	Iteration 29Q: 3 clusters Score -2840871 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2840925.250000 Penalty: 5159.927734
	Iteration 30Q: 3 clusters Score -2840925 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2840977.500000 Penalty: 5159.927734
	Iteration 31Q: 3 clusters Score -2840978 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -2841036.500000 Penalty: 5159.927734
	Iteration 32Q: 3 clusters Score -2841036 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2841076.250000 Penalty: 5159.927734
	Iteration 33Q: 3 clusters Score -2841076 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -2841139.000000 Penalty: 5159.927734
	Iteration 34Q: 3 clusters Score -2841139 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2841196.250000 Penalty: 5159.927734
	Iteration 35Q: 3 clusters Score -2841196 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -2841251.500000 Penalty: 5159.927734
	Iteration 36Q: 3 clusters Score -2841252 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2841301.500000 Penalty: 5159.927734
	Iteration 37Q: 3 clusters Score -2841302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -2841343.250000 Penalty: 5159.927734
	Iteration 38Q: 3 clusters Score -2841343 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -2841369.500000 Penalty: 5159.927734
	Iteration 39Q: 3 clusters Score -2841370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2841397.250000 Penalty: 5159.927734
	Iteration 40F: 3 clusters Score -2841397 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -2841422.000000 Penalty: 5159.927734
	Iteration 41Q: 3 clusters Score -2841422 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -2841439.500000 Penalty: 5159.927734
	Iteration 42Q: 3 clusters Score -2841440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -2841453.750000 Penalty: 5159.927734
	Iteration 43Q: 3 clusters Score -2841454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -2841480.250000 Penalty: 5159.927734
	Iteration 44Q: 3 clusters Score -2841480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -2841498.750000 Penalty: 5159.927734
	Iteration 45Q: 3 clusters Score -2841499 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2841509.250000 Penalty: 5159.927734
	Iteration 46Q: 3 clusters Score -2841509 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -2841524.750000 Penalty: 5159.927734
	Iteration 47Q: 3 clusters Score -2841525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -2841542.750000 Penalty: 5159.927734
	Iteration 48Q: 3 clusters Score -2841543 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -2841559.250000 Penalty: 5159.927734
	Iteration 49Q: 3 clusters Score -2841559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -2841577.000000 Penalty: 5159.927734
	Iteration 50Q: 3 clusters Score -2841577 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -2841589.250000 Penalty: 5159.927734
	Iteration 51Q: 3 clusters Score -2841589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -2841603.750000 Penalty: 5159.927734
	Iteration 52Q: 3 clusters Score -2841604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -2841621.500000 Penalty: 5159.927734
	Iteration 53Q: 3 clusters Score -2841622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -2841627.250000 Penalty: 5159.927734
	Iteration 54Q: 3 clusters Score -2841627 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -2841638.500000 Penalty: 5159.927734
	Iteration 55Q: 3 clusters Score -2841638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -2841647.750000 Penalty: 5159.927734
	Iteration 56Q: 3 clusters Score -2841648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -2841655.500000 Penalty: 5159.927734
	Iteration 57Q: 3 clusters Score -2841656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -2841665.750000 Penalty: 5159.927734
	Iteration 58Q: 3 clusters Score -2841666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -2841677.750000 Penalty: 5159.927734
	Iteration 59Q: 3 clusters Score -2841678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -2841677.000000 Penalty: 5159.927734
	Iteration 60F: 3 clusters Score -2841677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -2841682.000000 Penalty: 5159.927734
	Iteration 61Q: 3 clusters Score -2841682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -2841687.250000 Penalty: 5159.927734
	Iteration 62Q: 3 clusters Score -2841687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -2841695.250000 Penalty: 5159.927734
	Iteration 63Q: 3 clusters Score -2841695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -2841695.250000 Penalty: 5159.927734
	Iteration 64Q: 3 clusters Score -2841695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -2841706.000000 Penalty: 5159.927734
	Iteration 65Q: 3 clusters Score -2841706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -2841706.250000 Penalty: 5159.927734
	Iteration 66Q: 3 clusters Score -2841706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -2841703.250000 Penalty: 5159.927734
	Iteration 67Q: 3 clusters Score -2841703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2841706.750000 Penalty: 5159.927734
	Iteration 68Q: 3 clusters Score -2841707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2841706.750000 Penalty: 5159.927734
	Iteration 69Q: 3 clusters Score -2841707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -2841716.500000 Penalty: 5159.927734
	Iteration 70Q: 3 clusters Score -2841716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -2841723.750000 Penalty: 5159.927734
	Iteration 71Q: 3 clusters Score -2841724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -2841726.000000 Penalty: 5159.927734
	Iteration 72Q: 3 clusters Score -2841726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -2841738.500000 Penalty: 5159.927734
	Iteration 73Q: 3 clusters Score -2841738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -2841747.000000 Penalty: 5159.927734
	Iteration 74Q: 3 clusters Score -2841747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -2841743.000000 Penalty: 5159.927734
	Iteration 75Q: 3 clusters Score -2841743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -2841748.000000 Penalty: 5159.927734
	Iteration 76Q: 3 clusters Score -2841748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -2841750.250000 Penalty: 5159.927734
	Iteration 77Q: 3 clusters Score -2841750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -2841749.750000 Penalty: 5159.927734
	Iteration 78Q: 3 clusters Score -2841750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -2841757.000000 Penalty: 5159.927734
	Iteration 79Q: 3 clusters Score -2841757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -2841757.500000 Penalty: 5159.927734
	Iteration 80F: 3 clusters Score -2841758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -2841765.750000 Penalty: 5159.927734
	Iteration 81Q: 3 clusters Score -2841766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -2841764.750000 Penalty: 5159.927734
	Iteration 82Q: 3 clusters Score -2841765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -2841764.500000 Penalty: 5159.927734
	Iteration 83Q: 3 clusters Score -2841764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -2841764.000000 Penalty: 5159.927734
	Iteration 84Q: 3 clusters Score -2841764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -2841776.000000 Penalty: 5159.927734
	Iteration 85Q: 3 clusters Score -2841776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -2841780.750000 Penalty: 5159.927734
	Iteration 86Q: 3 clusters Score -2841781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -2841782.750000 Penalty: 5159.927734
	Iteration 87Q: 3 clusters Score -2841783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -2841781.750000 Penalty: 5159.927734
	Iteration 88Q: 3 clusters Score -2841782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -2841779.750000 Penalty: 5159.927734
	Iteration 89Q: 3 clusters Score -2841780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -2841782.500000 Penalty: 5159.927734
	Iteration 90Q: 3 clusters Score -2841782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -2841782.250000 Penalty: 5159.927734
	Iteration 91Q: 3 clusters Score -2841782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -2841786.500000 Penalty: 5159.927734
	Iteration 92Q: 3 clusters Score -2841786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -2841779.000000 Penalty: 5159.927734
	Iteration 93Q: 3 clusters Score -2841779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -2841778.250000 Penalty: 5159.927734
	Iteration 94Q: 3 clusters Score -2841778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -2841779.250000 Penalty: 5159.927734
	Iteration 95Q: 3 clusters Score -2841779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -2841779.500000 Penalty: 5159.927734
	Iteration 96Q: 3 clusters Score -2841780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -2841780.500000 Penalty: 5159.927734
	Iteration 97Q: 3 clusters Score -2841780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -2841783.000000 Penalty: 5159.927734
	Iteration 98Q: 3 clusters Score -2841783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -2841783.250000 Penalty: 5159.927734
	Iteration 99Q: 3 clusters Score -2841783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -2841787.750000 Penalty: 5159.927734
	Iteration 100F: 3 clusters Score -2841788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -2841785.750000 Penalty: 5159.927734
	Iteration 101Q: 3 clusters Score -2841786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -2841786.750000 Penalty: 5159.927734
	Iteration 102Q: 3 clusters Score -2841787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -2841786.250000 Penalty: 5159.927734
	Iteration 103Q: 3 clusters Score -2841786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -2841785.750000 Penalty: 5159.927734
	Iteration 104Q: 3 clusters Score -2841786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -2841788.750000 Penalty: 5159.927734
	Iteration 105Q: 3 clusters Score -2841789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -2841786.750000 Penalty: 5159.927734
	Iteration 106Q: 3 clusters Score -2841787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -2841786.750000 Penalty: 5159.927734
	Iteration 107F: 3 clusters Score -2841787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Entering Unmasked Estep 
Score: -574874.437500 Penalty: 2190.119629
	Iteration 0F: 2 clusters Score -574874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -569218.000000 Penalty: 4380.239258
	Iteration 0F: 3 clusters Score -569218 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -570742.250000 Penalty: 4380.239258
	Iteration 1F: 3 clusters Score -570742.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -571039.437500 Penalty: 4380.239258
	Iteration 2F: 3 clusters Score -571039.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -571253.312500 Penalty: 4380.239258
	Iteration 3F: 3 clusters Score -571253.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -571424.812500 Penalty: 4380.239258
	Iteration 4Q: 3 clusters Score -571424.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -571575.250000 Penalty: 4380.239258
	Iteration 5Q: 3 clusters Score -571575.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -571723.875000 Penalty: 4380.239258
	Iteration 6Q: 3 clusters Score -571723.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -571878.250000 Penalty: 4380.239258
	Iteration 7Q: 3 clusters Score -571878.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -572008.687500 Penalty: 4380.239258
	Iteration 8Q: 3 clusters Score -572008.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -572137.750000 Penalty: 4380.239258
	Iteration 9Q: 3 clusters Score -572137.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -572268.187500 Penalty: 4380.239258
	Iteration 10Q: 3 clusters Score -572268.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -572387.500000 Penalty: 4380.239258
	Iteration 11Q: 3 clusters Score -572387.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -572519.062500 Penalty: 4380.239258
	Iteration 12Q: 3 clusters Score -572519.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -572674.500000 Penalty: 4380.239258
	Iteration 13Q: 3 clusters Score -572674.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -572847.687500 Penalty: 4380.239258
	Iteration 14Q: 3 clusters Score -572847.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -573062.625000 Penalty: 4380.239258
	Iteration 15Q: 3 clusters Score -573062.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -573332.250000 Penalty: 4380.239258
	Iteration 16Q: 3 clusters Score -573332.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -573705.062500 Penalty: 4380.239258
	Iteration 17Q: 3 clusters Score -573705.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -574419.875000 Penalty: 4380.239258
	Iteration 18Q: 3 clusters Score -574419.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -575701.625000 Penalty: 4380.239258
	Iteration 19Q: 3 clusters Score -575701.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -576611.000000 Penalty: 4380.239258
	Iteration 20F: 3 clusters Score -576611 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -576793.375000 Penalty: 4380.239258
	Iteration 21Q: 3 clusters Score -576793.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -576848.500000 Penalty: 4380.239258
	Iteration 22Q: 3 clusters Score -576848.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -576902.437500 Penalty: 4380.239258
	Iteration 23Q: 3 clusters Score -576902.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -576949.500000 Penalty: 4380.239258
	Iteration 24Q: 3 clusters Score -576949.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -577006.750000 Penalty: 4380.239258
	Iteration 25Q: 3 clusters Score -577006.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -577096.250000 Penalty: 4380.239258
	Iteration 26Q: 3 clusters Score -577096.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -577203.562500 Penalty: 4380.239258
	Iteration 27Q: 3 clusters Score -577203.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -577298.062500 Penalty: 4380.239258
	Iteration 28Q: 3 clusters Score -577298.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -577364.937500 Penalty: 4380.239258
	Iteration 29Q: 3 clusters Score -577364.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -577397.375000 Penalty: 4380.239258
	Iteration 30Q: 3 clusters Score -577397.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -577412.750000 Penalty: 4380.239258
	Iteration 31Q: 3 clusters Score -577412.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -577423.812500 Penalty: 4380.239258
	Iteration 32Q: 3 clusters Score -577423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -577427.562500 Penalty: 4380.239258
	Iteration 33Q: 3 clusters Score -577427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -577427.312500 Penalty: 4380.239258
	Iteration 34Q: 3 clusters Score -577427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -577430.312500 Penalty: 4380.239258
	Iteration 35Q: 3 clusters Score -577430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -577429.312500 Penalty: 4380.239258
	Iteration 36Q: 3 clusters Score -577429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -577431.375000 Penalty: 4380.239258
	Iteration 37Q: 3 clusters Score -577431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -577432.187500 Penalty: 4380.239258
	Iteration 38Q: 3 clusters Score -577432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -577432.000000 Penalty: 4380.239258
	Iteration 39Q: 3 clusters Score -577432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -577432.812500 Penalty: 4380.239258
	Iteration 40F: 3 clusters Score -577432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 12642 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 37223 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 39903 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 40159 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 122427 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 4968 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 5927 members 
Mstep: Class 25 contains 11757 members 
Mstep: Class 26 contains 2884 members 
Entering Unmasked Estep 
Score: -38083356.000000 Penalty: 84147.390625
Splitting cluster 18 changes total score from -38056636.000000 to -38083356.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (122427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122427 members 
Entering Unmasked Estep 
Score: -10475648.000000 Penalty: 2905.386963
	Iteration 0F: 2 clusters Score -1.047565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -10393381.000000 Penalty: 5810.773926
	Iteration 0F: 3 clusters Score -1.039338e+07 nChanged 58406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -10427986.000000 Penalty: 5810.773926
	Iteration 1F: 3 clusters Score -1.042799e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -10430720.000000 Penalty: 5810.773926
	Iteration 2Q: 3 clusters Score -1.043072e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -10435494.000000 Penalty: 5810.773926
	Iteration 3F: 3 clusters Score -1.043549e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -10442323.000000 Penalty: 5810.773926
	Iteration 4F: 3 clusters Score -1.044232e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -10449764.000000 Penalty: 5810.773926
	Iteration 5F: 3 clusters Score -1.044976e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -10456501.000000 Penalty: 5810.773926
	Iteration 6F: 3 clusters Score -1.04565e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 107394 members 
Entering Unmasked Estep 
Score: -10461989.000000 Penalty: 5810.773926
	Iteration 7F: 3 clusters Score -1.046199e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 112487 members 
Entering Unmasked Estep 
Score: -10466006.000000 Penalty: 5810.773926
	Iteration 8Q: 3 clusters Score -1.046601e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 116209 members 
Entering Unmasked Estep 
Score: -10468959.000000 Penalty: 5810.773926
	Iteration 9Q: 3 clusters Score -1.046896e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -10470883.000000 Penalty: 5810.773926
	Iteration 10Q: 3 clusters Score -1.047088e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 120238 members 
Entering Unmasked Estep 
Score: -10472010.000000 Penalty: 5810.773926
	Iteration 11Q: 3 clusters Score -1.047201e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -10472603.000000 Penalty: 5810.773926
	Iteration 12Q: 3 clusters Score -1.04726e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 121391 members 
Entering Unmasked Estep 
Score: -10472880.000000 Penalty: 5810.773926
	Iteration 13Q: 3 clusters Score -1.047288e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 121571 members 
Entering Unmasked Estep 
Score: -10473037.000000 Penalty: 5810.773926
	Iteration 14Q: 3 clusters Score -1.047304e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 121668 members 
Entering Unmasked Estep 
Score: -10473105.000000 Penalty: 5810.773926
	Iteration 15Q: 3 clusters Score -1.04731e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -10473158.000000 Penalty: 5810.773926
	Iteration 16Q: 3 clusters Score -1.047316e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -10473194.000000 Penalty: 5810.773926
	Iteration 17Q: 3 clusters Score -1.047319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 121755 members 
Entering Unmasked Estep 
Score: -10473225.000000 Penalty: 5810.773926
	Iteration 18Q: 3 clusters Score -1.047322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 121773 members 
Entering Unmasked Estep 
Score: -10473235.000000 Penalty: 5810.773926
	Iteration 19Q: 3 clusters Score -1.047324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 121788 members 
Entering Unmasked Estep 
Score: -10473224.000000 Penalty: 5810.773926
	Iteration 20F: 3 clusters Score -1.047322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 121795 members 
Entering Unmasked Estep 
Score: -10473233.000000 Penalty: 5810.773926
	Iteration 21Q: 3 clusters Score -1.047323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 121801 members 
Entering Unmasked Estep 
Score: -10473240.000000 Penalty: 5810.773926
	Iteration 22Q: 3 clusters Score -1.047324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 121808 members 
Entering Unmasked Estep 
Score: -10473245.000000 Penalty: 5810.773926
	Iteration 23Q: 3 clusters Score -1.047324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 121812 members 
Entering Unmasked Estep 
Score: -10473255.000000 Penalty: 5810.773926
	Iteration 24Q: 3 clusters Score -1.047326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 121815 members 
Entering Unmasked Estep 
Score: -10473249.000000 Penalty: 5810.773926
	Iteration 25Q: 3 clusters Score -1.047325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 121819 members 
Entering Unmasked Estep 
Score: -10473250.000000 Penalty: 5810.773926
	Iteration 26Q: 3 clusters Score -1.047325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 121824 members 
Entering Unmasked Estep 
Score: -10473259.000000 Penalty: 5810.773926
	Iteration 27Q: 3 clusters Score -1.047326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 121829 members 
Entering Unmasked Estep 
Score: -10473283.000000 Penalty: 5810.773926
	Iteration 28Q: 3 clusters Score -1.047328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 121827 members 
Entering Unmasked Estep 
Score: -10473275.000000 Penalty: 5810.773926
	Iteration 29Q: 3 clusters Score -1.047328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -10473281.000000 Penalty: 5810.773926
	Iteration 30Q: 3 clusters Score -1.047328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 121832 members 
Entering Unmasked Estep 
Score: -10473281.000000 Penalty: 5810.773926
	Iteration 31Q: 3 clusters Score -1.047328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -10473275.000000 Penalty: 5810.773926
	Iteration 32Q: 3 clusters Score -1.047328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -10473275.000000 Penalty: 5810.773926
	Iteration 33F: 3 clusters Score -1.047328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -587212.000000 Penalty: 2220.983154
	Iteration 0F: 2 clusters Score -587212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -580974.062500 Penalty: 4441.966309
	Iteration 0F: 3 clusters Score -580974.1 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -582861.875000 Penalty: 4441.966309
	Iteration 1F: 3 clusters Score -582861.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -583432.937500 Penalty: 4441.966309
	Iteration 2F: 3 clusters Score -583432.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -583976.062500 Penalty: 4441.966309
	Iteration 3F: 3 clusters Score -583976.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -584406.562500 Penalty: 4441.966309
	Iteration 4F: 3 clusters Score -584406.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -584730.062500 Penalty: 4441.966309
	Iteration 5F: 3 clusters Score -584730.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -584994.625000 Penalty: 4441.966309
	Iteration 6Q: 3 clusters Score -584994.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -585206.062500 Penalty: 4441.966309
	Iteration 7Q: 3 clusters Score -585206.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -585354.312500 Penalty: 4441.966309
	Iteration 8Q: 3 clusters Score -585354.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -585464.437500 Penalty: 4441.966309
	Iteration 9Q: 3 clusters Score -585464.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -585536.812500 Penalty: 4441.966309
	Iteration 10Q: 3 clusters Score -585536.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -585597.187500 Penalty: 4441.966309
	Iteration 11Q: 3 clusters Score -585597.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -585646.312500 Penalty: 4441.966309
	Iteration 12Q: 3 clusters Score -585646.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -585685.125000 Penalty: 4441.966309
	Iteration 13Q: 3 clusters Score -585685.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -585733.500000 Penalty: 4441.966309
	Iteration 14Q: 3 clusters Score -585733.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -585789.937500 Penalty: 4441.966309
	Iteration 15Q: 3 clusters Score -585789.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -585856.562500 Penalty: 4441.966309
	Iteration 16Q: 3 clusters Score -585856.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -585935.812500 Penalty: 4441.966309
	Iteration 17Q: 3 clusters Score -585935.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -586057.187500 Penalty: 4441.966309
	Iteration 18Q: 3 clusters Score -586057.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -586199.437500 Penalty: 4441.966309
	Iteration 19Q: 3 clusters Score -586199.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -586344.500000 Penalty: 4441.966309
	Iteration 20F: 3 clusters Score -586344.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -586484.562500 Penalty: 4441.966309
	Iteration 21Q: 3 clusters Score -586484.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -586597.875000 Penalty: 4441.966309
	Iteration 22Q: 3 clusters Score -586597.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -586685.187500 Penalty: 4441.966309
	Iteration 23Q: 3 clusters Score -586685.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -586741.687500 Penalty: 4441.966309
	Iteration 24Q: 3 clusters Score -586741.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -586800.500000 Penalty: 4441.966309
	Iteration 25Q: 3 clusters Score -586800.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -586847.812500 Penalty: 4441.966309
	Iteration 26Q: 3 clusters Score -586847.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -586895.812500 Penalty: 4441.966309
	Iteration 27Q: 3 clusters Score -586895.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -586944.375000 Penalty: 4441.966309
	Iteration 28Q: 3 clusters Score -586944.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -586989.937500 Penalty: 4441.966309
	Iteration 29Q: 3 clusters Score -586989.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -587040.062500 Penalty: 4441.966309
	Iteration 30Q: 3 clusters Score -587040.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -587096.375000 Penalty: 4441.966309
	Iteration 31Q: 3 clusters Score -587096.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -587152.000000 Penalty: 4441.966309
	Iteration 32Q: 3 clusters Score -587152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -587196.250000 Penalty: 4441.966309
	Iteration 33Q: 3 clusters Score -587196.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -587232.750000 Penalty: 4441.966309
	Iteration 34Q: 3 clusters Score -587232.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -587266.937500 Penalty: 4441.966309
	Iteration 35Q: 3 clusters Score -587266.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -587298.625000 Penalty: 4441.966309
	Iteration 36Q: 3 clusters Score -587298.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -587329.312500 Penalty: 4441.966309
	Iteration 37Q: 3 clusters Score -587329.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -587356.812500 Penalty: 4441.966309
	Iteration 38Q: 3 clusters Score -587356.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -587395.625000 Penalty: 4441.966309
	Iteration 39Q: 3 clusters Score -587395.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -587425.875000 Penalty: 4441.966309
	Iteration 40F: 3 clusters Score -587425.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -587453.687500 Penalty: 4441.966309
	Iteration 41Q: 3 clusters Score -587453.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -587475.250000 Penalty: 4441.966309
	Iteration 42Q: 3 clusters Score -587475.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -587500.187500 Penalty: 4441.966309
	Iteration 43Q: 3 clusters Score -587500.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -587531.250000 Penalty: 4441.966309
	Iteration 44Q: 3 clusters Score -587531.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -587572.562500 Penalty: 4441.966309
	Iteration 45Q: 3 clusters Score -587572.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -587618.562500 Penalty: 4441.966309
	Iteration 46Q: 3 clusters Score -587618.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -587671.750000 Penalty: 4441.966309
	Iteration 47Q: 3 clusters Score -587671.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -587718.312500 Penalty: 4441.966309
	Iteration 48Q: 3 clusters Score -587718.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -587772.687500 Penalty: 4441.966309
	Iteration 49Q: 3 clusters Score -587772.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -587816.812500 Penalty: 4441.966309
	Iteration 50Q: 3 clusters Score -587816.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -587861.875000 Penalty: 4441.966309
	Iteration 51Q: 3 clusters Score -587861.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -587898.812500 Penalty: 4441.966309
	Iteration 52Q: 3 clusters Score -587898.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -587940.437500 Penalty: 4441.966309
	Iteration 53Q: 3 clusters Score -587940.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -588005.875000 Penalty: 4441.966309
	Iteration 54Q: 3 clusters Score -588005.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -588112.750000 Penalty: 4441.966309
	Iteration 55Q: 3 clusters Score -588112.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -588223.125000 Penalty: 4441.966309
	Iteration 56Q: 3 clusters Score -588223.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -588257.750000 Penalty: 4441.966309
	Iteration 57Q: 3 clusters Score -588257.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -588268.875000 Penalty: 4441.966309
	Iteration 58Q: 3 clusters Score -588268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -588273.812500 Penalty: 4441.966309
	Iteration 59Q: 3 clusters Score -588273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -588275.375000 Penalty: 4441.966309
	Iteration 60F: 3 clusters Score -588275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -588277.687500 Penalty: 4441.966309
	Iteration 61Q: 3 clusters Score -588277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -588278.312500 Penalty: 4441.966309
	Iteration 62Q: 3 clusters Score -588278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -588278.312500 Penalty: 4441.966309
	Iteration 63F: 3 clusters Score -588278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 12642 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 37223 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 39903 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 40159 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 122427 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 4968 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 5927 members 
Mstep: Class 25 contains 11757 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 1005 members 
Entering Unmasked Estep 
Score: -38083408.000000 Penalty: 87383.828125
Splitting cluster 21 changes total score from -38056636.000000 to -38083408.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 12642 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 37223 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 39903 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 40159 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 20 contains 122427 members 
Mstep: Class 21 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38089156.000000 Penalty: 87383.828125
Iteration 39Q: 28 clusters Score -3.808916e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5770 members 
Mstep: Class 3 contains 9623 members 
Mstep: Class 4 contains 16686 members 
Mstep: Class 5 contains 12507 members 
Mstep: Class 6 contains 7698 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 37582 members 
Mstep: Class 9 contains 24562 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 11687 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 38259 members 
Mstep: Class 15 contains 24499 members 
Mstep: Class 16 contains 39861 members 
Mstep: Class 17 contains 33340 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 10662 members 
Mstep: Class 20 contains 122296 members 
Mstep: Class 21 contains 6946 members 
Mstep: Class 22 contains 4804 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 5745 members 
Mstep: Class 25 contains 11702 members 
Mstep: Class 26 contains 2513 members 
Mstep: Class 27 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38096124.000000 Penalty: 87383.828125
Iteration 40F: 28 clusters Score -3.809612e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 4 contains 18050 members 
Mstep: Class 5 contains 12415 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 5392 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 24447 members 
Mstep: Class 10 contains 6659 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 8426 members 
Mstep: Class 14 contains 36301 members 
Mstep: Class 15 contains 24618 members 
Mstep: Class 16 contains 39277 members 
Mstep: Class 17 contains 34090 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 10829 members 
Mstep: Class 20 contains 121593 members 
Mstep: Class 21 contains 6693 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 6330 members 
Mstep: Class 25 contains 11995 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38100908.000000 Penalty: 87383.828125
Iteration 41Q: 28 clusters Score -3.810091e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5628 members 
Mstep: Class 3 contains 9206 members 
Mstep: Class 4 contains 18699 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 7545 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 8 contains 37180 members 
Mstep: Class 9 contains 24362 members 
Mstep: Class 10 contains 6752 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 14 contains 35159 members 
Mstep: Class 15 contains 24671 members 
Mstep: Class 16 contains 38814 members 
Mstep: Class 17 contains 34830 members 
Mstep: Class 18 contains 4022 members 
Mstep: Class 19 contains 11027 members 
Mstep: Class 20 contains 120950 members 
Mstep: Class 21 contains 6554 members 
Mstep: Class 22 contains 4795 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 6764 members 
Mstep: Class 25 contains 12064 members 
Mstep: Class 26 contains 2788 members 
Mstep: Class 27 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38103600.000000 Penalty: 87383.828125
Iteration 42Q: 28 clusters Score -3.81036e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5576 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 18766 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 7522 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 8 contains 37084 members 
Mstep: Class 9 contains 24317 members 
Mstep: Class 10 contains 6857 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 11743 members 
Mstep: Class 13 contains 8645 members 
Mstep: Class 14 contains 34630 members 
Mstep: Class 15 contains 24722 members 
Mstep: Class 16 contains 38419 members 
Mstep: Class 17 contains 35433 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 120367 members 
Mstep: Class 21 contains 6431 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 7100 members 
Mstep: Class 25 contains 12094 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38105168.000000 Penalty: 87383.828125
Iteration 43Q: 28 clusters Score -3.810517e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 18594 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 36999 members 
Mstep: Class 9 contains 24259 members 
Mstep: Class 10 contains 6964 members 
Mstep: Class 11 contains 3432 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 8758 members 
Mstep: Class 14 contains 34399 members 
Mstep: Class 15 contains 24747 members 
Mstep: Class 16 contains 38049 members 
Mstep: Class 17 contains 35934 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 119918 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 4783 members 
Mstep: Class 23 contains 4536 members 
Mstep: Class 24 contains 7366 members 
Mstep: Class 25 contains 12102 members 
Mstep: Class 26 contains 3036 members 
Mstep: Class 27 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38106428.000000 Penalty: 87383.828125
Iteration 44Q: 28 clusters Score -3.810643e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5448 members 
Mstep: Class 3 contains 8731 members 
Mstep: Class 4 contains 18351 members 
Mstep: Class 5 contains 12354 members 
Mstep: Class 6 contains 7498 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 36925 members 
Mstep: Class 9 contains 24202 members 
Mstep: Class 10 contains 7067 members 
Mstep: Class 11 contains 3458 members 
Mstep: Class 12 contains 11802 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 34278 members 
Mstep: Class 15 contains 24778 members 
Mstep: Class 16 contains 37708 members 
Mstep: Class 17 contains 36351 members 
Mstep: Class 18 contains 4024 members 
Mstep: Class 19 contains 11628 members 
Mstep: Class 20 contains 119555 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 4524 members 
Mstep: Class 24 contains 7613 members 
Mstep: Class 25 contains 12110 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38107100.000000 Penalty: 87383.828125
Iteration 45Q: 28 clusters Score -3.81071e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5390 members 
Mstep: Class 3 contains 8599 members 
Mstep: Class 4 contains 18129 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 7498 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 36855 members 
Mstep: Class 9 contains 24146 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 3467 members 
Mstep: Class 12 contains 11837 members 
Mstep: Class 13 contains 8935 members 
Mstep: Class 14 contains 34163 members 
Mstep: Class 15 contains 24804 members 
Mstep: Class 16 contains 37431 members 
Mstep: Class 17 contains 36703 members 
Mstep: Class 18 contains 4027 members 
Mstep: Class 19 contains 11802 members 
Mstep: Class 20 contains 119238 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 4780 members 
Mstep: Class 23 contains 4527 members 
Mstep: Class 24 contains 7811 members 
Mstep: Class 25 contains 12113 members 
Mstep: Class 26 contains 3279 members 
Mstep: Class 27 contains 3030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38107756.000000 Penalty: 87383.828125
Iteration 46Q: 28 clusters Score -3.810776e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 17942 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7496 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 36781 members 
Mstep: Class 9 contains 24086 members 
Mstep: Class 10 contains 7302 members 
Mstep: Class 11 contains 3484 members 
Mstep: Class 12 contains 11863 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 34069 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 37223 members 
Mstep: Class 17 contains 36997 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 118991 members 
Mstep: Class 21 contains 5995 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 4519 members 
Mstep: Class 24 contains 7973 members 
Mstep: Class 25 contains 12112 members 
Mstep: Class 26 contains 3393 members 
Mstep: Class 27 contains 3214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38108312.000000 Penalty: 87383.828125
Iteration 47Q: 28 clusters Score -3.810831e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 8363 members 
Mstep: Class 4 contains 17778 members 
Mstep: Class 5 contains 12347 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 36690 members 
Mstep: Class 9 contains 24046 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 11878 members 
Mstep: Class 13 contains 9114 members 
Mstep: Class 14 contains 33934 members 
Mstep: Class 15 contains 24836 members 
Mstep: Class 16 contains 37069 members 
Mstep: Class 17 contains 37213 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 118809 members 
Mstep: Class 21 contains 5920 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 4500 members 
Mstep: Class 24 contains 8108 members 
Mstep: Class 25 contains 12111 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38108604.000000 Penalty: 87383.828125
Iteration 48Q: 28 clusters Score -3.81086e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5207 members 
Mstep: Class 3 contains 8282 members 
Mstep: Class 4 contains 17642 members 
Mstep: Class 5 contains 12351 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 36588 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 7480 members 
Mstep: Class 11 contains 3528 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 9207 members 
Mstep: Class 14 contains 33802 members 
Mstep: Class 15 contains 24860 members 
Mstep: Class 16 contains 36961 members 
Mstep: Class 17 contains 37392 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 12183 members 
Mstep: Class 20 contains 118662 members 
Mstep: Class 21 contains 5852 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 4476 members 
Mstep: Class 24 contains 8224 members 
Mstep: Class 25 contains 12109 members 
Mstep: Class 26 contains 3614 members 
Mstep: Class 27 contains 3500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38108892.000000 Penalty: 87383.828125
Iteration 49Q: 28 clusters Score -3.810889e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 8236 members 
Mstep: Class 4 contains 17534 members 
Mstep: Class 5 contains 12351 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 36475 members 
Mstep: Class 9 contains 23966 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 3531 members 
Mstep: Class 12 contains 11869 members 
Mstep: Class 13 contains 9300 members 
Mstep: Class 14 contains 33659 members 
Mstep: Class 15 contains 24886 members 
Mstep: Class 16 contains 36876 members 
Mstep: Class 17 contains 37583 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 12273 members 
Mstep: Class 20 contains 118534 members 
Mstep: Class 21 contains 5795 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 8320 members 
Mstep: Class 25 contains 12106 members 
Mstep: Class 26 contains 3714 members 
Mstep: Class 27 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38109076.000000 Penalty: 87383.828125
Iteration 50Q: 28 clusters Score -3.810908e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 8184 members 
Mstep: Class 4 contains 17424 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7520 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 36389 members 
Mstep: Class 9 contains 23912 members 
Mstep: Class 10 contains 7650 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 12 contains 11839 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 33504 members 
Mstep: Class 15 contains 24899 members 
Mstep: Class 16 contains 36821 members 
Mstep: Class 17 contains 37722 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 12353 members 
Mstep: Class 20 contains 118465 members 
Mstep: Class 21 contains 5755 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 4421 members 
Mstep: Class 24 contains 8404 members 
Mstep: Class 25 contains 12103 members 
Mstep: Class 26 contains 3803 members 
Mstep: Class 27 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38109376.000000 Penalty: 87383.828125
Iteration 51Q: 28 clusters Score -3.810938e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 17338 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7523 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 36311 members 
Mstep: Class 9 contains 23886 members 
Mstep: Class 10 contains 7726 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 12 contains 11828 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 33339 members 
Mstep: Class 15 contains 24911 members 
Mstep: Class 16 contains 36770 members 
Mstep: Class 17 contains 37809 members 
Mstep: Class 18 contains 4027 members 
Mstep: Class 19 contains 12431 members 
Mstep: Class 20 contains 118404 members 
Mstep: Class 21 contains 5716 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 8474 members 
Mstep: Class 25 contains 12104 members 
Mstep: Class 26 contains 3880 members 
Mstep: Class 27 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38109544.000000 Penalty: 87383.828125
Iteration 52Q: 28 clusters Score -3.810954e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 8145 members 
Mstep: Class 4 contains 17244 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7525 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 36225 members 
Mstep: Class 9 contains 23872 members 
Mstep: Class 10 contains 7799 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 12 contains 11798 members 
Mstep: Class 13 contains 9539 members 
Mstep: Class 14 contains 33146 members 
Mstep: Class 15 contains 24923 members 
Mstep: Class 16 contains 36729 members 
Mstep: Class 17 contains 37876 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 12510 members 
Mstep: Class 20 contains 118377 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 8548 members 
Mstep: Class 25 contains 12105 members 
Mstep: Class 26 contains 3948 members 
Mstep: Class 27 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38109584.000000 Penalty: 87383.828125
Iteration 53Q: 28 clusters Score -3.810958e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5009 members 
Mstep: Class 3 contains 8189 members 
Mstep: Class 4 contains 17165 members 
Mstep: Class 5 contains 12345 members 
Mstep: Class 6 contains 7526 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 36141 members 
Mstep: Class 9 contains 23856 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 3556 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 9606 members 
Mstep: Class 14 contains 32866 members 
Mstep: Class 15 contains 24929 members 
Mstep: Class 16 contains 36708 members 
Mstep: Class 17 contains 37919 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 12587 members 
Mstep: Class 20 contains 118371 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 4783 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 8614 members 
Mstep: Class 25 contains 12105 members 
Mstep: Class 26 contains 4014 members 
Mstep: Class 27 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38109728.000000 Penalty: 87383.828125
Iteration 54Q: 28 clusters Score -3.810973e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 17094 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 36064 members 
Mstep: Class 9 contains 23844 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 9657 members 
Mstep: Class 14 contains 32543 members 
Mstep: Class 15 contains 24941 members 
Mstep: Class 16 contains 36691 members 
Mstep: Class 17 contains 37956 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 12644 members 
Mstep: Class 20 contains 118356 members 
Mstep: Class 21 contains 5675 members 
Mstep: Class 22 contains 4783 members 
Mstep: Class 23 contains 4344 members 
Mstep: Class 24 contains 8661 members 
Mstep: Class 25 contains 12109 members 
Mstep: Class 26 contains 4080 members 
Mstep: Class 27 contains 4194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38109952.000000 Penalty: 87383.828125
Iteration 55Q: 28 clusters Score -3.810995e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 8386 members 
Mstep: Class 4 contains 17045 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 7530 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 23834 members 
Mstep: Class 10 contains 7986 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 9706 members 
Mstep: Class 14 contains 32175 members 
Mstep: Class 15 contains 24951 members 
Mstep: Class 16 contains 36690 members 
Mstep: Class 17 contains 37986 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 118332 members 
Mstep: Class 21 contains 5663 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 8711 members 
Mstep: Class 25 contains 12110 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38110240.000000 Penalty: 87383.828125
Iteration 56Q: 28 clusters Score -3.811024e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 8513 members 
Mstep: Class 4 contains 17002 members 
Mstep: Class 5 contains 12344 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 35968 members 
Mstep: Class 9 contains 23825 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 9749 members 
Mstep: Class 14 contains 31755 members 
Mstep: Class 15 contains 24960 members 
Mstep: Class 16 contains 36688 members 
Mstep: Class 17 contains 38011 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 12751 members 
Mstep: Class 20 contains 118322 members 
Mstep: Class 21 contains 5682 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 12109 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38110408.000000 Penalty: 87383.828125
Iteration 57Q: 28 clusters Score -3.811041e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 8731 members 
Mstep: Class 4 contains 16966 members 
Mstep: Class 5 contains 12346 members 
Mstep: Class 6 contains 7522 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 35940 members 
Mstep: Class 9 contains 23830 members 
Mstep: Class 10 contains 8119 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 9780 members 
Mstep: Class 14 contains 31204 members 
Mstep: Class 15 contains 24963 members 
Mstep: Class 16 contains 36692 members 
Mstep: Class 17 contains 38044 members 
Mstep: Class 18 contains 4028 members 
Mstep: Class 19 contains 12796 members 
Mstep: Class 20 contains 118305 members 
Mstep: Class 21 contains 5700 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 4302 members 
Mstep: Class 24 contains 8789 members 
Mstep: Class 25 contains 12109 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 4638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38110840.000000 Penalty: 87383.828125
Iteration 58Q: 28 clusters Score -3.811084e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4889 members 
Mstep: Class 3 contains 9028 members 
Mstep: Class 4 contains 16948 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 7521 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 35930 members 
Mstep: Class 9 contains 23839 members 
Mstep: Class 10 contains 8191 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 11756 members 
Mstep: Class 13 contains 9813 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 24967 members 
Mstep: Class 16 contains 36710 members 
Mstep: Class 17 contains 38066 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 12844 members 
Mstep: Class 20 contains 118281 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 4288 members 
Mstep: Class 24 contains 8827 members 
Mstep: Class 25 contains 12110 members 
Mstep: Class 26 contains 4269 members 
Mstep: Class 27 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38111348.000000 Penalty: 87383.828125
Iteration 59Q: 28 clusters Score -3.811135e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4874 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 4 contains 16949 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 35943 members 
Mstep: Class 9 contains 23862 members 
Mstep: Class 10 contains 8258 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 11752 members 
Mstep: Class 13 contains 9831 members 
Mstep: Class 14 contains 29563 members 
Mstep: Class 15 contains 24973 members 
Mstep: Class 16 contains 36729 members 
Mstep: Class 17 contains 38083 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 12888 members 
Mstep: Class 20 contains 118273 members 
Mstep: Class 21 contains 5748 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 4278 members 
Mstep: Class 24 contains 8848 members 
Mstep: Class 25 contains 12113 members 
Mstep: Class 26 contains 4299 members 
Mstep: Class 27 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38112688.000000 Penalty: 87383.828125
Iteration 60F: 28 clusters Score -3.811269e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4866 members 
Mstep: Class 3 contains 10131 members 
Mstep: Class 4 contains 16955 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 35950 members 
Mstep: Class 9 contains 23874 members 
Mstep: Class 10 contains 8344 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 11739 members 
Mstep: Class 13 contains 9850 members 
Mstep: Class 14 contains 28234 members 
Mstep: Class 15 contains 24982 members 
Mstep: Class 16 contains 36539 members 
Mstep: Class 17 contains 38097 members 
Mstep: Class 18 contains 4031 members 
Mstep: Class 19 contains 12927 members 
Mstep: Class 20 contains 118271 members 
Mstep: Class 21 contains 5763 members 
Mstep: Class 22 contains 4783 members 
Mstep: Class 23 contains 4275 members 
Mstep: Class 24 contains 8873 members 
Mstep: Class 25 contains 12112 members 
Mstep: Class 26 contains 4372 members 
Mstep: Class 27 contains 5581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38114712.000000 Penalty: 87383.828125
Iteration 61Q: 28 clusters Score -3.811471e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4863 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 16971 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 7512 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 35971 members 
Mstep: Class 9 contains 23886 members 
Mstep: Class 10 contains 8428 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 11730 members 
Mstep: Class 13 contains 9862 members 
Mstep: Class 14 contains 26465 members 
Mstep: Class 15 contains 25001 members 
Mstep: Class 16 contains 36380 members 
Mstep: Class 17 contains 38104 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 12996 members 
Mstep: Class 20 contains 118270 members 
Mstep: Class 21 contains 5835 members 
Mstep: Class 22 contains 4783 members 
Mstep: Class 23 contains 4259 members 
Mstep: Class 24 contains 8905 members 
Mstep: Class 25 contains 12113 members 
Mstep: Class 26 contains 4443 members 
Mstep: Class 27 contains 6210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38118660.000000 Penalty: 87383.828125
Iteration 62Q: 28 clusters Score -3.811866e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4859 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 17041 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 36014 members 
Mstep: Class 9 contains 23931 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 3609 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 24600 members 
Mstep: Class 15 contains 25028 members 
Mstep: Class 16 contains 36295 members 
Mstep: Class 17 contains 38096 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 13080 members 
Mstep: Class 20 contains 118264 members 
Mstep: Class 21 contains 5891 members 
Mstep: Class 22 contains 4779 members 
Mstep: Class 23 contains 4254 members 
Mstep: Class 24 contains 8951 members 
Mstep: Class 25 contains 12110 members 
Mstep: Class 26 contains 4511 members 
Mstep: Class 27 contains 7086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38123892.000000 Penalty: 87383.828125
Iteration 63Q: 28 clusters Score -3.812389e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4838 members 
Mstep: Class 3 contains 11320 members 
Mstep: Class 4 contains 17112 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 8 contains 36039 members 
Mstep: Class 9 contains 23977 members 
Mstep: Class 10 contains 8633 members 
Mstep: Class 11 contains 3616 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 9916 members 
Mstep: Class 14 contains 23202 members 
Mstep: Class 15 contains 25046 members 
Mstep: Class 16 contains 36229 members 
Mstep: Class 17 contains 38096 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 13163 members 
Mstep: Class 20 contains 118254 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 9008 members 
Mstep: Class 25 contains 12108 members 
Mstep: Class 26 contains 4561 members 
Mstep: Class 27 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129232.000000 Penalty: 87383.828125
Iteration 64Q: 28 clusters Score -3.812923e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 10879 members 
Mstep: Class 4 contains 17153 members 
Mstep: Class 5 contains 12336 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 36055 members 
Mstep: Class 9 contains 24001 members 
Mstep: Class 10 contains 8742 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 9921 members 
Mstep: Class 14 contains 22689 members 
Mstep: Class 15 contains 25073 members 
Mstep: Class 16 contains 36121 members 
Mstep: Class 17 contains 38113 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 13242 members 
Mstep: Class 20 contains 118242 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 4762 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 9059 members 
Mstep: Class 25 contains 12092 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 8822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38131024.000000 Penalty: 87383.828125
Iteration 65Q: 28 clusters Score -3.813102e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 10507 members 
Mstep: Class 4 contains 17176 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7500 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 8 contains 36019 members 
Mstep: Class 9 contains 24041 members 
Mstep: Class 10 contains 8865 members 
Mstep: Class 11 contains 3611 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 9923 members 
Mstep: Class 14 contains 22610 members 
Mstep: Class 15 contains 25093 members 
Mstep: Class 16 contains 36057 members 
Mstep: Class 17 contains 38114 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 118234 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4236 members 
Mstep: Class 24 contains 9094 members 
Mstep: Class 25 contains 12078 members 
Mstep: Class 26 contains 4648 members 
Mstep: Class 27 contains 8983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38131384.000000 Penalty: 87383.828125
Iteration 66Q: 28 clusters Score -3.813138e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 10231 members 
Mstep: Class 4 contains 17174 members 
Mstep: Class 5 contains 12334 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 35971 members 
Mstep: Class 9 contains 24056 members 
Mstep: Class 10 contains 8966 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 9919 members 
Mstep: Class 14 contains 22599 members 
Mstep: Class 15 contains 25108 members 
Mstep: Class 16 contains 36010 members 
Mstep: Class 17 contains 38123 members 
Mstep: Class 18 contains 3996 members 
Mstep: Class 19 contains 13356 members 
Mstep: Class 20 contains 118228 members 
Mstep: Class 21 contains 6054 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 9118 members 
Mstep: Class 25 contains 12065 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 9058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38131632.000000 Penalty: 87383.828125
Iteration 67Q: 28 clusters Score -3.813163e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4821 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 17162 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7512 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 35913 members 
Mstep: Class 9 contains 24075 members 
Mstep: Class 10 contains 9037 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 13 contains 9920 members 
Mstep: Class 14 contains 22603 members 
Mstep: Class 15 contains 25130 members 
Mstep: Class 16 contains 35960 members 
Mstep: Class 17 contains 38134 members 
Mstep: Class 18 contains 3990 members 
Mstep: Class 19 contains 13410 members 
Mstep: Class 20 contains 118219 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 9131 members 
Mstep: Class 25 contains 12061 members 
Mstep: Class 26 contains 4720 members 
Mstep: Class 27 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38131796.000000 Penalty: 87383.828125
Iteration 68Q: 28 clusters Score -3.81318e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 9937 members 
Mstep: Class 4 contains 17150 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 35844 members 
Mstep: Class 9 contains 24092 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 9919 members 
Mstep: Class 14 contains 22604 members 
Mstep: Class 15 contains 25154 members 
Mstep: Class 16 contains 35899 members 
Mstep: Class 17 contains 38146 members 
Mstep: Class 18 contains 3983 members 
Mstep: Class 19 contains 13446 members 
Mstep: Class 20 contains 118215 members 
Mstep: Class 21 contains 6088 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 9142 members 
Mstep: Class 25 contains 12059 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 9145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38132004.000000 Penalty: 87383.828125
Iteration 69Q: 28 clusters Score -3.8132e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4813 members 
Mstep: Class 3 contains 9861 members 
Mstep: Class 4 contains 17137 members 
Mstep: Class 5 contains 12330 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 35783 members 
Mstep: Class 9 contains 24104 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 3626 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 9933 members 
Mstep: Class 14 contains 22607 members 
Mstep: Class 15 contains 25165 members 
Mstep: Class 16 contains 35853 members 
Mstep: Class 17 contains 38146 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 13476 members 
Mstep: Class 20 contains 118207 members 
Mstep: Class 21 contains 6088 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 9160 members 
Mstep: Class 25 contains 12061 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 9184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38132048.000000 Penalty: 87383.828125
Iteration 70Q: 28 clusters Score -3.813205e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 17128 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 7525 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 35716 members 
Mstep: Class 9 contains 24106 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 3630 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 9946 members 
Mstep: Class 14 contains 22610 members 
Mstep: Class 15 contains 25176 members 
Mstep: Class 16 contains 35802 members 
Mstep: Class 17 contains 38138 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 13503 members 
Mstep: Class 20 contains 118213 members 
Mstep: Class 21 contains 6086 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 4203 members 
Mstep: Class 24 contains 9179 members 
Mstep: Class 25 contains 12061 members 
Mstep: Class 26 contains 4795 members 
Mstep: Class 27 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38132024.000000 Penalty: 87383.828125
Iteration 71Q: 28 clusters Score -3.813202e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 17114 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 7521 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 35663 members 
Mstep: Class 9 contains 24112 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 3637 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 9950 members 
Mstep: Class 14 contains 22614 members 
Mstep: Class 15 contains 25188 members 
Mstep: Class 16 contains 35752 members 
Mstep: Class 17 contains 38139 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 13521 members 
Mstep: Class 20 contains 118214 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 4199 members 
Mstep: Class 24 contains 9195 members 
Mstep: Class 25 contains 12061 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 9255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38131968.000000 Penalty: 87383.828125
Iteration 72Q: 28 clusters Score -3.813197e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 9761 members 
Mstep: Class 4 contains 17102 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 7524 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35610 members 
Mstep: Class 9 contains 24120 members 
Mstep: Class 10 contains 9242 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 13 contains 9951 members 
Mstep: Class 14 contains 22617 members 
Mstep: Class 15 contains 25202 members 
Mstep: Class 16 contains 35708 members 
Mstep: Class 17 contains 38142 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 13546 members 
Mstep: Class 20 contains 118212 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 9205 members 
Mstep: Class 25 contains 12060 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 9278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38131936.000000 Penalty: 87383.828125
Iteration 73Q: 28 clusters Score -3.813194e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 9753 members 
Mstep: Class 4 contains 17085 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35549 members 
Mstep: Class 9 contains 24139 members 
Mstep: Class 10 contains 9255 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 9949 members 
Mstep: Class 14 contains 22620 members 
Mstep: Class 15 contains 25221 members 
Mstep: Class 16 contains 35676 members 
Mstep: Class 17 contains 38138 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 13564 members 
Mstep: Class 20 contains 118210 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4183 members 
Mstep: Class 24 contains 9215 members 
Mstep: Class 25 contains 12056 members 
Mstep: Class 26 contains 4865 members 
Mstep: Class 27 contains 9292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38132160.000000 Penalty: 87383.828125
Iteration 74Q: 28 clusters Score -3.813216e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 17077 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 7532 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35496 members 
Mstep: Class 9 contains 24148 members 
Mstep: Class 10 contains 9265 members 
Mstep: Class 11 contains 3655 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 9955 members 
Mstep: Class 14 contains 22622 members 
Mstep: Class 15 contains 25240 members 
Mstep: Class 16 contains 35634 members 
Mstep: Class 17 contains 38140 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 118217 members 
Mstep: Class 21 contains 6089 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4179 members 
Mstep: Class 24 contains 9222 members 
Mstep: Class 25 contains 12053 members 
Mstep: Class 26 contains 4883 members 
Mstep: Class 27 contains 9316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38132160.000000 Penalty: 87383.828125
Iteration 75Q: 28 clusters Score -3.813216e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 17070 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35452 members 
Mstep: Class 9 contains 24154 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 9966 members 
Mstep: Class 14 contains 22624 members 
Mstep: Class 15 contains 25259 members 
Mstep: Class 16 contains 35586 members 
Mstep: Class 17 contains 38138 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 13593 members 
Mstep: Class 20 contains 118219 members 
Mstep: Class 21 contains 6086 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 9234 members 
Mstep: Class 25 contains 12052 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 9344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38132240.000000 Penalty: 87383.828125
Iteration 76Q: 28 clusters Score -3.813224e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 17062 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 7532 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35415 members 
Mstep: Class 9 contains 24158 members 
Mstep: Class 10 contains 9282 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 11727 members 
Mstep: Class 13 contains 9982 members 
Mstep: Class 14 contains 22626 members 
Mstep: Class 15 contains 25270 members 
Mstep: Class 16 contains 35539 members 
Mstep: Class 17 contains 38140 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 13603 members 
Mstep: Class 20 contains 118223 members 
Mstep: Class 21 contains 6081 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 9248 members 
Mstep: Class 25 contains 12052 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38132176.000000 Penalty: 87383.828125
Iteration 77Q: 28 clusters Score -3.813218e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 17060 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35378 members 
Mstep: Class 9 contains 24165 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 3666 members 
Mstep: Class 12 contains 11731 members 
Mstep: Class 13 contains 9989 members 
Mstep: Class 14 contains 22625 members 
Mstep: Class 15 contains 25276 members 
Mstep: Class 16 contains 35501 members 
Mstep: Class 17 contains 38142 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 13612 members 
Mstep: Class 20 contains 118215 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 9262 members 
Mstep: Class 25 contains 12053 members 
Mstep: Class 26 contains 4912 members 
Mstep: Class 27 contains 9397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38132224.000000 Penalty: 87383.828125
Iteration 78Q: 28 clusters Score -3.813222e+07 nChanged 188
Entering ConstructFrom: 
Score: -38132224.000000 Penalty: 87383.828125
Entering ConstructFrom: 
Trying to split cluster 1 (6144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Entering Unmasked Estep 
Score: -481243.937500 Penalty: 2163.361328
	Iteration 0F: 2 clusters Score -481243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -475983.593750 Penalty: 4326.722656
	Iteration 0F: 3 clusters Score -475983.6 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -477347.937500 Penalty: 4326.722656
	Iteration 1F: 3 clusters Score -477347.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -477617.281250 Penalty: 4326.722656
	Iteration 2F: 3 clusters Score -477617.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -477799.750000 Penalty: 4326.722656
	Iteration 3F: 3 clusters Score -477799.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -477916.750000 Penalty: 4326.722656
	Iteration 4Q: 3 clusters Score -477916.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -478002.781250 Penalty: 4326.722656
	Iteration 5Q: 3 clusters Score -478002.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -478076.312500 Penalty: 4326.722656
	Iteration 6Q: 3 clusters Score -478076.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -478132.250000 Penalty: 4326.722656
	Iteration 7Q: 3 clusters Score -478132.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -478168.062500 Penalty: 4326.722656
	Iteration 8Q: 3 clusters Score -478168.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -478197.156250 Penalty: 4326.722656
	Iteration 9Q: 3 clusters Score -478197.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -478223.093750 Penalty: 4326.722656
	Iteration 10Q: 3 clusters Score -478223.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -478240.968750 Penalty: 4326.722656
	Iteration 11Q: 3 clusters Score -478241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -478256.281250 Penalty: 4326.722656
	Iteration 12Q: 3 clusters Score -478256.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -478273.093750 Penalty: 4326.722656
	Iteration 13Q: 3 clusters Score -478273.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -478288.375000 Penalty: 4326.722656
	Iteration 14Q: 3 clusters Score -478288.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -478297.750000 Penalty: 4326.722656
	Iteration 15Q: 3 clusters Score -478297.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -478312.656250 Penalty: 4326.722656
	Iteration 16Q: 3 clusters Score -478312.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -478326.843750 Penalty: 4326.722656
	Iteration 17Q: 3 clusters Score -478326.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -478338.843750 Penalty: 4326.722656
	Iteration 18Q: 3 clusters Score -478338.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -478349.031250 Penalty: 4326.722656
	Iteration 19Q: 3 clusters Score -478349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -478358.593750 Penalty: 4326.722656
	Iteration 20F: 3 clusters Score -478358.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -478367.875000 Penalty: 4326.722656
	Iteration 21Q: 3 clusters Score -478367.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -478376.875000 Penalty: 4326.722656
	Iteration 22Q: 3 clusters Score -478376.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -478382.343750 Penalty: 4326.722656
	Iteration 23Q: 3 clusters Score -478382.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -478387.156250 Penalty: 4326.722656
	Iteration 24Q: 3 clusters Score -478387.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -478390.968750 Penalty: 4326.722656
	Iteration 25Q: 3 clusters Score -478391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -478395.062500 Penalty: 4326.722656
	Iteration 26Q: 3 clusters Score -478395.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -478401.531250 Penalty: 4326.722656
	Iteration 27Q: 3 clusters Score -478401.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -478408.750000 Penalty: 4326.722656
	Iteration 28Q: 3 clusters Score -478408.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -478414.531250 Penalty: 4326.722656
	Iteration 29Q: 3 clusters Score -478414.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -478421.593750 Penalty: 4326.722656
	Iteration 30Q: 3 clusters Score -478421.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -478428.343750 Penalty: 4326.722656
	Iteration 31Q: 3 clusters Score -478428.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -478433.437500 Penalty: 4326.722656
	Iteration 32Q: 3 clusters Score -478433.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -478444.406250 Penalty: 4326.722656
	Iteration 33Q: 3 clusters Score -478444.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -478453.218750 Penalty: 4326.722656
	Iteration 34Q: 3 clusters Score -478453.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -478462.781250 Penalty: 4326.722656
	Iteration 35Q: 3 clusters Score -478462.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -478470.906250 Penalty: 4326.722656
	Iteration 36Q: 3 clusters Score -478470.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -478476.750000 Penalty: 4326.722656
	Iteration 37Q: 3 clusters Score -478476.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -478485.343750 Penalty: 4326.722656
	Iteration 38Q: 3 clusters Score -478485.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -478497.375000 Penalty: 4326.722656
	Iteration 39Q: 3 clusters Score -478497.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -478514.062500 Penalty: 4326.722656
	Iteration 40F: 3 clusters Score -478514.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -478535.468750 Penalty: 4326.722656
	Iteration 41Q: 3 clusters Score -478535.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -478568.750000 Penalty: 4326.722656
	Iteration 42Q: 3 clusters Score -478568.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -478621.562500 Penalty: 4326.722656
	Iteration 43Q: 3 clusters Score -478621.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -478685.156250 Penalty: 4326.722656
	Iteration 44Q: 3 clusters Score -478685.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -478775.968750 Penalty: 4326.722656
	Iteration 45Q: 3 clusters Score -478776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -478899.437500 Penalty: 4326.722656
	Iteration 46Q: 3 clusters Score -478899.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -479026.437500 Penalty: 4326.722656
	Iteration 47Q: 3 clusters Score -479026.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -479158.000000 Penalty: 4326.722656
	Iteration 48Q: 3 clusters Score -479158 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -479276.875000 Penalty: 4326.722656
	Iteration 49Q: 3 clusters Score -479276.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -479397.875000 Penalty: 4326.722656
	Iteration 50Q: 3 clusters Score -479397.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -479513.156250 Penalty: 4326.722656
	Iteration 51Q: 3 clusters Score -479513.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -479610.343750 Penalty: 4326.722656
	Iteration 52Q: 3 clusters Score -479610.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -479691.156250 Penalty: 4326.722656
	Iteration 53Q: 3 clusters Score -479691.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -479754.656250 Penalty: 4326.722656
	Iteration 54Q: 3 clusters Score -479754.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -479807.687500 Penalty: 4326.722656
	Iteration 55Q: 3 clusters Score -479807.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -479854.687500 Penalty: 4326.722656
	Iteration 56Q: 3 clusters Score -479854.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -479882.312500 Penalty: 4326.722656
	Iteration 57Q: 3 clusters Score -479882.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -479906.968750 Penalty: 4326.722656
	Iteration 58Q: 3 clusters Score -479907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -479921.937500 Penalty: 4326.722656
	Iteration 59Q: 3 clusters Score -479921.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -479934.093750 Penalty: 4326.722656
	Iteration 60F: 3 clusters Score -479934.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -479946.375000 Penalty: 4326.722656
	Iteration 61Q: 3 clusters Score -479946.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -479951.687500 Penalty: 4326.722656
	Iteration 62Q: 3 clusters Score -479951.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -479955.843750 Penalty: 4326.722656
	Iteration 63Q: 3 clusters Score -479955.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -479959.312500 Penalty: 4326.722656
	Iteration 64Q: 3 clusters Score -479959.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -479961.125000 Penalty: 4326.722656
	Iteration 65Q: 3 clusters Score -479961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -479963.593750 Penalty: 4326.722656
	Iteration 66Q: 3 clusters Score -479963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -479965.062500 Penalty: 4326.722656
	Iteration 67Q: 3 clusters Score -479965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -479966.781250 Penalty: 4326.722656
	Iteration 68Q: 3 clusters Score -479966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -479967.250000 Penalty: 4326.722656
	Iteration 69Q: 3 clusters Score -479967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -479967.781250 Penalty: 4326.722656
	Iteration 70Q: 3 clusters Score -479967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -479967.531250 Penalty: 4326.722656
	Iteration 71Q: 3 clusters Score -479967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -479967.218750 Penalty: 4326.722656
	Iteration 72Q: 3 clusters Score -479967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -479968.718750 Penalty: 4326.722656
	Iteration 73Q: 3 clusters Score -479968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -479968.718750 Penalty: 4326.722656
	Iteration 74F: 3 clusters Score -479968.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -337970.062500 Penalty: 2100.741211
	Iteration 0F: 2 clusters Score -337970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -333697.531250 Penalty: 4201.482422
	Iteration 0F: 3 clusters Score -333697.5 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -334972.812500 Penalty: 4201.482422
	Iteration 1F: 3 clusters Score -334972.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -335464.562500 Penalty: 4201.482422
	Iteration 2F: 3 clusters Score -335464.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -335861.625000 Penalty: 4201.482422
	Iteration 3F: 3 clusters Score -335861.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -336142.218750 Penalty: 4201.482422
	Iteration 4F: 3 clusters Score -336142.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -336366.500000 Penalty: 4201.482422
	Iteration 5Q: 3 clusters Score -336366.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -336583.218750 Penalty: 4201.482422
	Iteration 6Q: 3 clusters Score -336583.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -336737.687500 Penalty: 4201.482422
	Iteration 7Q: 3 clusters Score -336737.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -336852.250000 Penalty: 4201.482422
	Iteration 8Q: 3 clusters Score -336852.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -336920.375000 Penalty: 4201.482422
	Iteration 9Q: 3 clusters Score -336920.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -336972.593750 Penalty: 4201.482422
	Iteration 10Q: 3 clusters Score -336972.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -337017.375000 Penalty: 4201.482422
	Iteration 11Q: 3 clusters Score -337017.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -337054.031250 Penalty: 4201.482422
	Iteration 12Q: 3 clusters Score -337054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -337102.781250 Penalty: 4201.482422
	Iteration 13Q: 3 clusters Score -337102.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -337146.843750 Penalty: 4201.482422
	Iteration 14Q: 3 clusters Score -337146.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -337186.562500 Penalty: 4201.482422
	Iteration 15Q: 3 clusters Score -337186.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -337209.250000 Penalty: 4201.482422
	Iteration 16Q: 3 clusters Score -337209.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -337226.500000 Penalty: 4201.482422
	Iteration 17Q: 3 clusters Score -337226.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -337240.031250 Penalty: 4201.482422
	Iteration 18Q: 3 clusters Score -337240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -337255.250000 Penalty: 4201.482422
	Iteration 19Q: 3 clusters Score -337255.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -337280.812500 Penalty: 4201.482422
	Iteration 20F: 3 clusters Score -337280.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -337297.468750 Penalty: 4201.482422
	Iteration 21Q: 3 clusters Score -337297.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -337312.968750 Penalty: 4201.482422
	Iteration 22Q: 3 clusters Score -337313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -337325.906250 Penalty: 4201.482422
	Iteration 23Q: 3 clusters Score -337325.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -337333.093750 Penalty: 4201.482422
	Iteration 24Q: 3 clusters Score -337333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -337339.468750 Penalty: 4201.482422
	Iteration 25Q: 3 clusters Score -337339.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -337345.062500 Penalty: 4201.482422
	Iteration 26Q: 3 clusters Score -337345.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -337354.406250 Penalty: 4201.482422
	Iteration 27Q: 3 clusters Score -337354.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -337362.062500 Penalty: 4201.482422
	Iteration 28Q: 3 clusters Score -337362.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -337370.375000 Penalty: 4201.482422
	Iteration 29Q: 3 clusters Score -337370.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -337383.656250 Penalty: 4201.482422
	Iteration 30Q: 3 clusters Score -337383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -337392.750000 Penalty: 4201.482422
	Iteration 31Q: 3 clusters Score -337392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -337397.562500 Penalty: 4201.482422
	Iteration 32Q: 3 clusters Score -337397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -337402.593750 Penalty: 4201.482422
	Iteration 33Q: 3 clusters Score -337402.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -337409.750000 Penalty: 4201.482422
	Iteration 34Q: 3 clusters Score -337409.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -337413.531250 Penalty: 4201.482422
	Iteration 35Q: 3 clusters Score -337413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -337414.375000 Penalty: 4201.482422
	Iteration 36Q: 3 clusters Score -337414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -337415.906250 Penalty: 4201.482422
	Iteration 37Q: 3 clusters Score -337415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -337418.000000 Penalty: 4201.482422
	Iteration 38Q: 3 clusters Score -337418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -337419.000000 Penalty: 4201.482422
	Iteration 39Q: 3 clusters Score -337419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -337421.312500 Penalty: 4201.482422
	Iteration 40F: 3 clusters Score -337421.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -337424.187500 Penalty: 4201.482422
	Iteration 41Q: 3 clusters Score -337424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -337425.781250 Penalty: 4201.482422
	Iteration 42Q: 3 clusters Score -337425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -337425.875000 Penalty: 4201.482422
	Iteration 43Q: 3 clusters Score -337425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -337426.750000 Penalty: 4201.482422
	Iteration 44Q: 3 clusters Score -337426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -337427.093750 Penalty: 4201.482422
	Iteration 45Q: 3 clusters Score -337427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -337427.968750 Penalty: 4201.482422
	Iteration 46Q: 3 clusters Score -337428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -337427.968750 Penalty: 4201.482422
	Iteration 47F: 3 clusters Score -337428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Entering Unmasked Estep 
Score: -850783.687500 Penalty: 2277.707520
	Iteration 0F: 2 clusters Score -850783.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -843228.687500 Penalty: 4555.415039
	Iteration 0F: 3 clusters Score -843228.7 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -845411.500000 Penalty: 4555.415039
	Iteration 1F: 3 clusters Score -845411.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -845707.437500 Penalty: 4555.415039
	Iteration 2F: 3 clusters Score -845707.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -845898.687500 Penalty: 4555.415039
	Iteration 3Q: 3 clusters Score -845898.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -846033.750000 Penalty: 4555.415039
	Iteration 4Q: 3 clusters Score -846033.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -846157.875000 Penalty: 4555.415039
	Iteration 5Q: 3 clusters Score -846157.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -846296.312500 Penalty: 4555.415039
	Iteration 6Q: 3 clusters Score -846296.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -846480.500000 Penalty: 4555.415039
	Iteration 7Q: 3 clusters Score -846480.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -846711.312500 Penalty: 4555.415039
	Iteration 8Q: 3 clusters Score -846711.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -846993.687500 Penalty: 4555.415039
	Iteration 9Q: 3 clusters Score -846993.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -847348.875000 Penalty: 4555.415039
	Iteration 10Q: 3 clusters Score -847348.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -847783.500000 Penalty: 4555.415039
	Iteration 11F: 3 clusters Score -847783.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -848114.312500 Penalty: 4555.415039
	Iteration 12Q: 3 clusters Score -848114.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -848328.562500 Penalty: 4555.415039
	Iteration 13Q: 3 clusters Score -848328.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -848484.875000 Penalty: 4555.415039
	Iteration 14Q: 3 clusters Score -848484.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -848593.687500 Penalty: 4555.415039
	Iteration 15Q: 3 clusters Score -848593.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -848683.062500 Penalty: 4555.415039
	Iteration 16Q: 3 clusters Score -848683.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -848746.437500 Penalty: 4555.415039
	Iteration 17Q: 3 clusters Score -848746.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -848796.937500 Penalty: 4555.415039
	Iteration 18Q: 3 clusters Score -848796.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -848845.812500 Penalty: 4555.415039
	Iteration 19Q: 3 clusters Score -848845.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -848882.625000 Penalty: 4555.415039
	Iteration 20F: 3 clusters Score -848882.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -848910.375000 Penalty: 4555.415039
	Iteration 21Q: 3 clusters Score -848910.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -848934.812500 Penalty: 4555.415039
	Iteration 22Q: 3 clusters Score -848934.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -848953.187500 Penalty: 4555.415039
	Iteration 23Q: 3 clusters Score -848953.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -848973.250000 Penalty: 4555.415039
	Iteration 24Q: 3 clusters Score -848973.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -848996.250000 Penalty: 4555.415039
	Iteration 25Q: 3 clusters Score -848996.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -849010.750000 Penalty: 4555.415039
	Iteration 26Q: 3 clusters Score -849010.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -849023.562500 Penalty: 4555.415039
	Iteration 27Q: 3 clusters Score -849023.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -849034.500000 Penalty: 4555.415039
	Iteration 28Q: 3 clusters Score -849034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -849037.312500 Penalty: 4555.415039
	Iteration 29Q: 3 clusters Score -849037.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -849043.625000 Penalty: 4555.415039
	Iteration 30Q: 3 clusters Score -849043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -849049.312500 Penalty: 4555.415039
	Iteration 31Q: 3 clusters Score -849049.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -849053.750000 Penalty: 4555.415039
	Iteration 32Q: 3 clusters Score -849053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -849056.312500 Penalty: 4555.415039
	Iteration 33Q: 3 clusters Score -849056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -849057.625000 Penalty: 4555.415039
	Iteration 34Q: 3 clusters Score -849057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -849066.375000 Penalty: 4555.415039
	Iteration 35Q: 3 clusters Score -849066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -849077.687500 Penalty: 4555.415039
	Iteration 36Q: 3 clusters Score -849077.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -849086.312500 Penalty: 4555.415039
	Iteration 37Q: 3 clusters Score -849086.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -849097.437500 Penalty: 4555.415039
	Iteration 38Q: 3 clusters Score -849097.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -849105.500000 Penalty: 4555.415039
	Iteration 39Q: 3 clusters Score -849105.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -849106.937500 Penalty: 4555.415039
	Iteration 40F: 3 clusters Score -849106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -849108.437500 Penalty: 4555.415039
	Iteration 41Q: 3 clusters Score -849108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -849110.562500 Penalty: 4555.415039
	Iteration 42Q: 3 clusters Score -849110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -849113.875000 Penalty: 4555.415039
	Iteration 43Q: 3 clusters Score -849113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -849111.937500 Penalty: 4555.415039
	Iteration 44Q: 3 clusters Score -849111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -849113.062500 Penalty: 4555.415039
	Iteration 45Q: 3 clusters Score -849113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -849116.375000 Penalty: 4555.415039
	Iteration 46Q: 3 clusters Score -849116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -849117.687500 Penalty: 4555.415039
	Iteration 47Q: 3 clusters Score -849117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -849117.437500 Penalty: 4555.415039
	Iteration 48Q: 3 clusters Score -849117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -849118.312500 Penalty: 4555.415039
	Iteration 49Q: 3 clusters Score -849118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -849118.312500 Penalty: 4555.415039
	Iteration 50F: 3 clusters Score -849118.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Entering Unmasked Estep 
Score: -1485113.500000 Penalty: 2416.561279
	Iteration 0F: 2 clusters Score -1485114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1472845.750000 Penalty: 4833.122559
	Iteration 0F: 3 clusters Score -1472846 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1476867.875000 Penalty: 4833.122559
	Iteration 1F: 3 clusters Score -1476868 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1477259.250000 Penalty: 4833.122559
	Iteration 2F: 3 clusters Score -1477259 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1477509.000000 Penalty: 4833.122559
	Iteration 3Q: 3 clusters Score -1477509 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1477703.500000 Penalty: 4833.122559
	Iteration 4Q: 3 clusters Score -1477704 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1477866.000000 Penalty: 4833.122559
	Iteration 5Q: 3 clusters Score -1477866 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1478004.875000 Penalty: 4833.122559
	Iteration 6Q: 3 clusters Score -1478005 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1478118.375000 Penalty: 4833.122559
	Iteration 7Q: 3 clusters Score -1478118 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1478220.500000 Penalty: 4833.122559
	Iteration 8Q: 3 clusters Score -1478220 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1478321.000000 Penalty: 4833.122559
	Iteration 9Q: 3 clusters Score -1478321 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1478409.000000 Penalty: 4833.122559
	Iteration 10Q: 3 clusters Score -1478409 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1478511.500000 Penalty: 4833.122559
	Iteration 11Q: 3 clusters Score -1478512 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1478633.375000 Penalty: 4833.122559
	Iteration 12Q: 3 clusters Score -1478633 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1478792.250000 Penalty: 4833.122559
	Iteration 13Q: 3 clusters Score -1478792 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1478984.000000 Penalty: 4833.122559
	Iteration 14Q: 3 clusters Score -1478984 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1479181.250000 Penalty: 4833.122559
	Iteration 15Q: 3 clusters Score -1479181 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1479423.375000 Penalty: 4833.122559
	Iteration 16Q: 3 clusters Score -1479423 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1479700.625000 Penalty: 4833.122559
	Iteration 17Q: 3 clusters Score -1479701 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1480070.875000 Penalty: 4833.122559
	Iteration 18Q: 3 clusters Score -1480071 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1480507.625000 Penalty: 4833.122559
	Iteration 19Q: 3 clusters Score -1480508 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1481010.250000 Penalty: 4833.122559
	Iteration 20F: 3 clusters Score -1481010 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1481516.125000 Penalty: 4833.122559
	Iteration 21Q: 3 clusters Score -1481516 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1481956.125000 Penalty: 4833.122559
	Iteration 22Q: 3 clusters Score -1481956 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1482259.375000 Penalty: 4833.122559
	Iteration 23Q: 3 clusters Score -1482259 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1482478.375000 Penalty: 4833.122559
	Iteration 24Q: 3 clusters Score -1482478 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1482644.250000 Penalty: 4833.122559
	Iteration 25Q: 3 clusters Score -1482644 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1482754.750000 Penalty: 4833.122559
	Iteration 26Q: 3 clusters Score -1482755 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1482816.875000 Penalty: 4833.122559
	Iteration 27Q: 3 clusters Score -1482817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1482851.625000 Penalty: 4833.122559
	Iteration 28Q: 3 clusters Score -1482852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1482878.000000 Penalty: 4833.122559
	Iteration 29Q: 3 clusters Score -1482878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1482901.750000 Penalty: 4833.122559
	Iteration 30Q: 3 clusters Score -1482902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1482919.750000 Penalty: 4833.122559
	Iteration 31Q: 3 clusters Score -1482920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1482935.625000 Penalty: 4833.122559
	Iteration 32Q: 3 clusters Score -1482936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1482940.125000 Penalty: 4833.122559
	Iteration 33Q: 3 clusters Score -1482940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1482950.750000 Penalty: 4833.122559
	Iteration 34Q: 3 clusters Score -1482951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1482955.250000 Penalty: 4833.122559
	Iteration 35Q: 3 clusters Score -1482955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1482959.625000 Penalty: 4833.122559
	Iteration 36Q: 3 clusters Score -1482960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1482960.375000 Penalty: 4833.122559
	Iteration 37Q: 3 clusters Score -1482960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1482963.250000 Penalty: 4833.122559
	Iteration 38Q: 3 clusters Score -1482963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1482963.750000 Penalty: 4833.122559
	Iteration 39Q: 3 clusters Score -1482964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1482965.625000 Penalty: 4833.122559
	Iteration 40F: 3 clusters Score -1482966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Entering Unmasked Estep 
Score: -1079799.500000 Penalty: 2336.047607
	Iteration 0F: 2 clusters Score -1079800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1070626.750000 Penalty: 4672.095215
	Iteration 0F: 3 clusters Score -1070627 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1073532.375000 Penalty: 4672.095215
	Iteration 1F: 3 clusters Score -1073532 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1073975.125000 Penalty: 4672.095215
	Iteration 2F: 3 clusters Score -1073975 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1074443.375000 Penalty: 4672.095215
	Iteration 3F: 3 clusters Score -1074443 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1074879.750000 Penalty: 4672.095215
	Iteration 4F: 3 clusters Score -1074880 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1075305.875000 Penalty: 4672.095215
	Iteration 5F: 3 clusters Score -1075306 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1075847.125000 Penalty: 4672.095215
	Iteration 6F: 3 clusters Score -1075847 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1076383.875000 Penalty: 4672.095215
	Iteration 7F: 3 clusters Score -1076384 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1076857.500000 Penalty: 4672.095215
	Iteration 8F: 3 clusters Score -1076858 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1077257.875000 Penalty: 4672.095215
	Iteration 9Q: 3 clusters Score -1077258 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1077604.875000 Penalty: 4672.095215
	Iteration 10Q: 3 clusters Score -1077605 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1077822.125000 Penalty: 4672.095215
	Iteration 11Q: 3 clusters Score -1077822 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1077973.125000 Penalty: 4672.095215
	Iteration 12Q: 3 clusters Score -1077973 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1078084.000000 Penalty: 4672.095215
	Iteration 13Q: 3 clusters Score -1078084 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1078166.125000 Penalty: 4672.095215
	Iteration 14Q: 3 clusters Score -1078166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1078220.625000 Penalty: 4672.095215
	Iteration 15Q: 3 clusters Score -1078221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1078252.875000 Penalty: 4672.095215
	Iteration 16Q: 3 clusters Score -1078253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1078272.625000 Penalty: 4672.095215
	Iteration 17Q: 3 clusters Score -1078273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1078291.250000 Penalty: 4672.095215
	Iteration 18Q: 3 clusters Score -1078291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1078302.250000 Penalty: 4672.095215
	Iteration 19Q: 3 clusters Score -1078302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1078307.750000 Penalty: 4672.095215
	Iteration 20F: 3 clusters Score -1078308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1078308.750000 Penalty: 4672.095215
	Iteration 21Q: 3 clusters Score -1078309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1078310.750000 Penalty: 4672.095215
	Iteration 22Q: 3 clusters Score -1078311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1078311.625000 Penalty: 4672.095215
	Iteration 23Q: 3 clusters Score -1078312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1078313.375000 Penalty: 4672.095215
	Iteration 24Q: 3 clusters Score -1078313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1078313.125000 Penalty: 4672.095215
	Iteration 25Q: 3 clusters Score -1078313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1078313.000000 Penalty: 4672.095215
	Iteration 26Q: 3 clusters Score -1078313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1078315.500000 Penalty: 4672.095215
	Iteration 27Q: 3 clusters Score -1078316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1078316.875000 Penalty: 4672.095215
	Iteration 28Q: 3 clusters Score -1078317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1078318.875000 Penalty: 4672.095215
	Iteration 29Q: 3 clusters Score -1078319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1078320.875000 Penalty: 4672.095215
	Iteration 30Q: 3 clusters Score -1078321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1078319.375000 Penalty: 4672.095215
	Iteration 31Q: 3 clusters Score -1078319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1078320.875000 Penalty: 4672.095215
	Iteration 32Q: 3 clusters Score -1078321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1078320.625000 Penalty: 4672.095215
	Iteration 33Q: 3 clusters Score -1078321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1078322.500000 Penalty: 4672.095215
	Iteration 34Q: 3 clusters Score -1078322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1078324.375000 Penalty: 4672.095215
	Iteration 35Q: 3 clusters Score -1078324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1078325.750000 Penalty: 4672.095215
	Iteration 36Q: 3 clusters Score -1078326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1078325.625000 Penalty: 4672.095215
	Iteration 37Q: 3 clusters Score -1078326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1078328.625000 Penalty: 4672.095215
	Iteration 38Q: 3 clusters Score -1078329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1078328.625000 Penalty: 4672.095215
	Iteration 39Q: 3 clusters Score -1078329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1078330.250000 Penalty: 4672.095215
	Iteration 40F: 3 clusters Score -1078330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1078335.250000 Penalty: 4672.095215
	Iteration 41Q: 3 clusters Score -1078335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1078336.750000 Penalty: 4672.095215
	Iteration 42Q: 3 clusters Score -1078337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1078337.125000 Penalty: 4672.095215
	Iteration 43Q: 3 clusters Score -1078337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1078339.000000 Penalty: 4672.095215
	Iteration 44Q: 3 clusters Score -1078339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1078339.125000 Penalty: 4672.095215
	Iteration 45Q: 3 clusters Score -1078339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1078339.250000 Penalty: 4672.095215
	Iteration 46Q: 3 clusters Score -1078339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1078338.750000 Penalty: 4672.095215
	Iteration 47Q: 3 clusters Score -1078339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1078340.750000 Penalty: 4672.095215
	Iteration 48Q: 3 clusters Score -1078341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1078340.750000 Penalty: 4672.095215
	Iteration 49F: 3 clusters Score -1078341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Entering Unmasked Estep 
Score: -592355.625000 Penalty: 2213.710449
	Iteration 0F: 2 clusters Score -592355.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -586315.375000 Penalty: 4427.420898
	Iteration 0F: 3 clusters Score -586315.4 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -588037.312500 Penalty: 4427.420898
	Iteration 1F: 3 clusters Score -588037.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -588366.687500 Penalty: 4427.420898
	Iteration 2F: 3 clusters Score -588366.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -588597.625000 Penalty: 4427.420898
	Iteration 3F: 3 clusters Score -588597.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -588783.375000 Penalty: 4427.420898
	Iteration 4Q: 3 clusters Score -588783.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -588962.187500 Penalty: 4427.420898
	Iteration 5Q: 3 clusters Score -588962.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -589131.375000 Penalty: 4427.420898
	Iteration 6Q: 3 clusters Score -589131.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -589327.812500 Penalty: 4427.420898
	Iteration 7Q: 3 clusters Score -589327.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -589530.250000 Penalty: 4427.420898
	Iteration 8Q: 3 clusters Score -589530.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -589734.375000 Penalty: 4427.420898
	Iteration 9Q: 3 clusters Score -589734.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -589936.125000 Penalty: 4427.420898
	Iteration 10Q: 3 clusters Score -589936.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -590158.812500 Penalty: 4427.420898
	Iteration 11Q: 3 clusters Score -590158.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -590332.250000 Penalty: 4427.420898
	Iteration 12Q: 3 clusters Score -590332.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -590473.500000 Penalty: 4427.420898
	Iteration 13Q: 3 clusters Score -590473.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -590599.187500 Penalty: 4427.420898
	Iteration 14Q: 3 clusters Score -590599.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -590724.750000 Penalty: 4427.420898
	Iteration 15Q: 3 clusters Score -590724.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -590842.625000 Penalty: 4427.420898
	Iteration 16Q: 3 clusters Score -590842.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -590945.437500 Penalty: 4427.420898
	Iteration 17Q: 3 clusters Score -590945.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -591020.750000 Penalty: 4427.420898
	Iteration 18Q: 3 clusters Score -591020.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -591101.937500 Penalty: 4427.420898
	Iteration 19Q: 3 clusters Score -591101.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -591153.125000 Penalty: 4427.420898
	Iteration 20F: 3 clusters Score -591153.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -591200.187500 Penalty: 4427.420898
	Iteration 21Q: 3 clusters Score -591200.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -591241.125000 Penalty: 4427.420898
	Iteration 22Q: 3 clusters Score -591241.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -591297.875000 Penalty: 4427.420898
	Iteration 23Q: 3 clusters Score -591297.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -591363.875000 Penalty: 4427.420898
	Iteration 24Q: 3 clusters Score -591363.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -591409.875000 Penalty: 4427.420898
	Iteration 25Q: 3 clusters Score -591409.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -591446.500000 Penalty: 4427.420898
	Iteration 26Q: 3 clusters Score -591446.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -591479.125000 Penalty: 4427.420898
	Iteration 27Q: 3 clusters Score -591479.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -591511.000000 Penalty: 4427.420898
	Iteration 28Q: 3 clusters Score -591511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -591540.250000 Penalty: 4427.420898
	Iteration 29Q: 3 clusters Score -591540.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -591556.187500 Penalty: 4427.420898
	Iteration 30Q: 3 clusters Score -591556.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -591566.750000 Penalty: 4427.420898
	Iteration 31Q: 3 clusters Score -591566.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -591575.312500 Penalty: 4427.420898
	Iteration 32Q: 3 clusters Score -591575.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -591579.687500 Penalty: 4427.420898
	Iteration 33Q: 3 clusters Score -591579.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -591584.000000 Penalty: 4427.420898
	Iteration 34Q: 3 clusters Score -591584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -591592.000000 Penalty: 4427.420898
	Iteration 35Q: 3 clusters Score -591592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -591594.187500 Penalty: 4427.420898
	Iteration 36Q: 3 clusters Score -591594.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -591599.562500 Penalty: 4427.420898
	Iteration 37Q: 3 clusters Score -591599.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -591603.437500 Penalty: 4427.420898
	Iteration 38Q: 3 clusters Score -591603.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -591606.812500 Penalty: 4427.420898
	Iteration 39Q: 3 clusters Score -591606.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -591607.125000 Penalty: 4427.420898
	Iteration 40F: 3 clusters Score -591607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -591607.125000 Penalty: 4427.420898
	Iteration 41Q: 3 clusters Score -591607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -591608.187500 Penalty: 4427.420898
	Iteration 42Q: 3 clusters Score -591608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -591608.187500 Penalty: 4427.420898
	Iteration 43F: 3 clusters Score -591608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Entering Unmasked Estep 
Score: -471693.593750 Penalty: 2130.844727
	Iteration 0F: 2 clusters Score -471693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -466938.812500 Penalty: 4261.689453
	Iteration 0F: 3 clusters Score -466938.8 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -468044.875000 Penalty: 4261.689453
	Iteration 1F: 3 clusters Score -468044.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -468272.343750 Penalty: 4261.689453
	Iteration 2F: 3 clusters Score -468272.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -468426.468750 Penalty: 4261.689453
	Iteration 3F: 3 clusters Score -468426.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -468538.218750 Penalty: 4261.689453
	Iteration 4Q: 3 clusters Score -468538.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -468617.750000 Penalty: 4261.689453
	Iteration 5Q: 3 clusters Score -468617.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -468683.562500 Penalty: 4261.689453
	Iteration 6Q: 3 clusters Score -468683.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -468729.875000 Penalty: 4261.689453
	Iteration 7Q: 3 clusters Score -468729.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -468776.500000 Penalty: 4261.689453
	Iteration 8Q: 3 clusters Score -468776.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -468823.093750 Penalty: 4261.689453
	Iteration 9Q: 3 clusters Score -468823.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -468875.718750 Penalty: 4261.689453
	Iteration 10Q: 3 clusters Score -468875.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -468934.562500 Penalty: 4261.689453
	Iteration 11Q: 3 clusters Score -468934.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -468999.968750 Penalty: 4261.689453
	Iteration 12Q: 3 clusters Score -469000 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -469067.156250 Penalty: 4261.689453
	Iteration 13Q: 3 clusters Score -469067.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -469141.906250 Penalty: 4261.689453
	Iteration 14Q: 3 clusters Score -469141.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -469218.312500 Penalty: 4261.689453
	Iteration 15Q: 3 clusters Score -469218.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -469309.437500 Penalty: 4261.689453
	Iteration 16Q: 3 clusters Score -469309.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -469397.218750 Penalty: 4261.689453
	Iteration 17Q: 3 clusters Score -469397.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -469471.343750 Penalty: 4261.689453
	Iteration 18Q: 3 clusters Score -469471.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -469544.406250 Penalty: 4261.689453
	Iteration 19Q: 3 clusters Score -469544.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -469604.062500 Penalty: 4261.689453
	Iteration 20F: 3 clusters Score -469604.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -469651.437500 Penalty: 4261.689453
	Iteration 21Q: 3 clusters Score -469651.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -469686.343750 Penalty: 4261.689453
	Iteration 22Q: 3 clusters Score -469686.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -469721.343750 Penalty: 4261.689453
	Iteration 23Q: 3 clusters Score -469721.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -469743.406250 Penalty: 4261.689453
	Iteration 24Q: 3 clusters Score -469743.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -469762.406250 Penalty: 4261.689453
	Iteration 25Q: 3 clusters Score -469762.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -469782.812500 Penalty: 4261.689453
	Iteration 26Q: 3 clusters Score -469782.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -469801.468750 Penalty: 4261.689453
	Iteration 27Q: 3 clusters Score -469801.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -469813.281250 Penalty: 4261.689453
	Iteration 28Q: 3 clusters Score -469813.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -469825.968750 Penalty: 4261.689453
	Iteration 29Q: 3 clusters Score -469826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -469834.343750 Penalty: 4261.689453
	Iteration 30Q: 3 clusters Score -469834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -469839.125000 Penalty: 4261.689453
	Iteration 31Q: 3 clusters Score -469839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -469844.250000 Penalty: 4261.689453
	Iteration 32Q: 3 clusters Score -469844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -469847.125000 Penalty: 4261.689453
	Iteration 33Q: 3 clusters Score -469847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -469847.781250 Penalty: 4261.689453
	Iteration 34Q: 3 clusters Score -469847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -469849.625000 Penalty: 4261.689453
	Iteration 35Q: 3 clusters Score -469849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -469850.718750 Penalty: 4261.689453
	Iteration 36Q: 3 clusters Score -469850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -469852.593750 Penalty: 4261.689453
	Iteration 37Q: 3 clusters Score -469852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -469853.750000 Penalty: 4261.689453
	Iteration 38Q: 3 clusters Score -469853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -469853.750000 Penalty: 4261.689453
	Iteration 39F: 3 clusters Score -469853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Entering Unmasked Estep 
Score: -2915904.750000 Penalty: 2597.317383
	Iteration 0F: 2 clusters Score -2915905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2891943.000000 Penalty: 5194.634766
	Iteration 0F: 3 clusters Score -2891943 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2901560.750000 Penalty: 5194.634766
	Iteration 1F: 3 clusters Score -2901561 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2902935.500000 Penalty: 5194.634766
	Iteration 2F: 3 clusters Score -2902936 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2904668.750000 Penalty: 5194.634766
	Iteration 3F: 3 clusters Score -2904669 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2906583.000000 Penalty: 5194.634766
	Iteration 4F: 3 clusters Score -2906583 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2908437.000000 Penalty: 5194.634766
	Iteration 5F: 3 clusters Score -2908437 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2909975.750000 Penalty: 5194.634766
	Iteration 6F: 3 clusters Score -2909976 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2910867.750000 Penalty: 5194.634766
	Iteration 7Q: 3 clusters Score -2910868 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2911325.000000 Penalty: 5194.634766
	Iteration 8Q: 3 clusters Score -2911325 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2911520.750000 Penalty: 5194.634766
	Iteration 9Q: 3 clusters Score -2911521 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2911638.250000 Penalty: 5194.634766
	Iteration 10Q: 3 clusters Score -2911638 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2911713.000000 Penalty: 5194.634766
	Iteration 11Q: 3 clusters Score -2911713 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2911744.000000 Penalty: 5194.634766
	Iteration 12Q: 3 clusters Score -2911744 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2911778.750000 Penalty: 5194.634766
	Iteration 13Q: 3 clusters Score -2911779 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2911810.750000 Penalty: 5194.634766
	Iteration 14Q: 3 clusters Score -2911811 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2911824.500000 Penalty: 5194.634766
	Iteration 15Q: 3 clusters Score -2911824 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2911847.250000 Penalty: 5194.634766
	Iteration 16Q: 3 clusters Score -2911847 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2911869.250000 Penalty: 5194.634766
	Iteration 17Q: 3 clusters Score -2911869 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2911868.500000 Penalty: 5194.634766
	Iteration 18Q: 3 clusters Score -2911868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2911879.000000 Penalty: 5194.634766
	Iteration 19Q: 3 clusters Score -2911879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2911885.250000 Penalty: 5194.634766
	Iteration 20F: 3 clusters Score -2911885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2911895.500000 Penalty: 5194.634766
	Iteration 21Q: 3 clusters Score -2911896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2911895.000000 Penalty: 5194.634766
	Iteration 22Q: 3 clusters Score -2911895 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2911916.000000 Penalty: 5194.634766
	Iteration 23Q: 3 clusters Score -2911916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2911919.250000 Penalty: 5194.634766
	Iteration 24Q: 3 clusters Score -2911919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2911915.500000 Penalty: 5194.634766
	Iteration 25Q: 3 clusters Score -2911916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2911916.500000 Penalty: 5194.634766
	Iteration 26Q: 3 clusters Score -2911916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2911906.000000 Penalty: 5194.634766
	Iteration 27Q: 3 clusters Score -2911906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2911912.500000 Penalty: 5194.634766
	Iteration 28Q: 3 clusters Score -2911912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2911914.250000 Penalty: 5194.634766
	Iteration 29Q: 3 clusters Score -2911914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2911914.250000 Penalty: 5194.634766
	Iteration 30Q: 3 clusters Score -2911914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2911915.750000 Penalty: 5194.634766
	Iteration 31Q: 3 clusters Score -2911916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2911916.000000 Penalty: 5194.634766
	Iteration 32Q: 3 clusters Score -2911916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2911920.750000 Penalty: 5194.634766
	Iteration 33Q: 3 clusters Score -2911921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2911917.250000 Penalty: 5194.634766
	Iteration 34Q: 3 clusters Score -2911917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2911915.250000 Penalty: 5194.634766
	Iteration 35Q: 3 clusters Score -2911915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2911917.750000 Penalty: 5194.634766
	Iteration 36Q: 3 clusters Score -2911918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2911918.750000 Penalty: 5194.634766
	Iteration 37Q: 3 clusters Score -2911919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2911922.750000 Penalty: 5194.634766
	Iteration 38Q: 3 clusters Score -2911923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2911922.250000 Penalty: 5194.634766
	Iteration 39Q: 3 clusters Score -2911922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2911926.750000 Penalty: 5194.634766
	Iteration 40F: 3 clusters Score -2911927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2911922.000000 Penalty: 5194.634766
	Iteration 41Q: 3 clusters Score -2911922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2911927.750000 Penalty: 5194.634766
	Iteration 42Q: 3 clusters Score -2911928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2911935.250000 Penalty: 5194.634766
	Iteration 43Q: 3 clusters Score -2911935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2911940.750000 Penalty: 5194.634766
	Iteration 44Q: 3 clusters Score -2911941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2911938.000000 Penalty: 5194.634766
	Iteration 45Q: 3 clusters Score -2911938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2911935.750000 Penalty: 5194.634766
	Iteration 46Q: 3 clusters Score -2911936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2911936.500000 Penalty: 5194.634766
	Iteration 47Q: 3 clusters Score -2911936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2911943.500000 Penalty: 5194.634766
	Iteration 48Q: 3 clusters Score -2911944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2911941.250000 Penalty: 5194.634766
	Iteration 49Q: 3 clusters Score -2911941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2911939.500000 Penalty: 5194.634766
	Iteration 50Q: 3 clusters Score -2911940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2911940.750000 Penalty: 5194.634766
	Iteration 51Q: 3 clusters Score -2911941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2911939.250000 Penalty: 5194.634766
	Iteration 52Q: 3 clusters Score -2911939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2911940.500000 Penalty: 5194.634766
	Iteration 53Q: 3 clusters Score -2911940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2911940.250000 Penalty: 5194.634766
	Iteration 54Q: 3 clusters Score -2911940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2911938.500000 Penalty: 5194.634766
	Iteration 55Q: 3 clusters Score -2911938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2911938.500000 Penalty: 5194.634766
	Iteration 56Q: 3 clusters Score -2911938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2911942.000000 Penalty: 5194.634766
	Iteration 57Q: 3 clusters Score -2911942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2911946.250000 Penalty: 5194.634766
	Iteration 58Q: 3 clusters Score -2911946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2911955.000000 Penalty: 5194.634766
	Iteration 59Q: 3 clusters Score -2911955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2911954.000000 Penalty: 5194.634766
	Iteration 60F: 3 clusters Score -2911954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2911954.500000 Penalty: 5194.634766
	Iteration 61Q: 3 clusters Score -2911954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2911957.250000 Penalty: 5194.634766
	Iteration 62Q: 3 clusters Score -2911957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2911956.500000 Penalty: 5194.634766
	Iteration 63Q: 3 clusters Score -2911956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2911954.750000 Penalty: 5194.634766
	Iteration 64Q: 3 clusters Score -2911955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2911954.250000 Penalty: 5194.634766
	Iteration 65Q: 3 clusters Score -2911954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2911965.250000 Penalty: 5194.634766
	Iteration 66Q: 3 clusters Score -2911965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2911958.500000 Penalty: 5194.634766
	Iteration 67Q: 3 clusters Score -2911958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2911964.000000 Penalty: 5194.634766
	Iteration 68Q: 3 clusters Score -2911964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2911958.750000 Penalty: 5194.634766
	Iteration 69Q: 3 clusters Score -2911959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2911961.250000 Penalty: 5194.634766
	Iteration 70Q: 3 clusters Score -2911961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2911962.500000 Penalty: 5194.634766
	Iteration 71Q: 3 clusters Score -2911962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2911960.500000 Penalty: 5194.634766
	Iteration 72Q: 3 clusters Score -2911960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2911961.500000 Penalty: 5194.634766
	Iteration 73Q: 3 clusters Score -2911962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2911958.500000 Penalty: 5194.634766
	Iteration 74Q: 3 clusters Score -2911958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2911957.750000 Penalty: 5194.634766
	Iteration 75Q: 3 clusters Score -2911958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2911953.750000 Penalty: 5194.634766
	Iteration 76Q: 3 clusters Score -2911954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2911953.500000 Penalty: 5194.634766
	Iteration 77Q: 3 clusters Score -2911954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2911959.000000 Penalty: 5194.634766
	Iteration 78Q: 3 clusters Score -2911959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2911957.250000 Penalty: 5194.634766
	Iteration 79Q: 3 clusters Score -2911957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2911957.750000 Penalty: 5194.634766
	Iteration 80F: 3 clusters Score -2911958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Entering Unmasked Estep 
Score: -2070997.500000 Penalty: 2503.051514
	Iteration 0F: 2 clusters Score -2070998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2054146.625000 Penalty: 5006.103027
	Iteration 0F: 3 clusters Score -2054147 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2059992.625000 Penalty: 5006.103027
	Iteration 1F: 3 clusters Score -2059993 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2060567.000000 Penalty: 5006.103027
	Iteration 2F: 3 clusters Score -2060567 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2061152.875000 Penalty: 5006.103027
	Iteration 3F: 3 clusters Score -2061153 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2061787.625000 Penalty: 5006.103027
	Iteration 4F: 3 clusters Score -2061788 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2062432.375000 Penalty: 5006.103027
	Iteration 5F: 3 clusters Score -2062432 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2063111.875000 Penalty: 5006.103027
	Iteration 6F: 3 clusters Score -2063112 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2063852.875000 Penalty: 5006.103027
	Iteration 7F: 3 clusters Score -2063853 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2064567.375000 Penalty: 5006.103027
	Iteration 8F: 3 clusters Score -2064567 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2065231.750000 Penalty: 5006.103027
	Iteration 9Q: 3 clusters Score -2065232 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2065930.500000 Penalty: 5006.103027
	Iteration 10Q: 3 clusters Score -2065930 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2066600.875000 Penalty: 5006.103027
	Iteration 11Q: 3 clusters Score -2066601 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2067231.125000 Penalty: 5006.103027
	Iteration 12Q: 3 clusters Score -2067231 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2067845.000000 Penalty: 5006.103027
	Iteration 13Q: 3 clusters Score -2067845 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2068519.375000 Penalty: 5006.103027
	Iteration 14Q: 3 clusters Score -2068519 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2069037.875000 Penalty: 5006.103027
	Iteration 15Q: 3 clusters Score -2069038 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2069402.875000 Penalty: 5006.103027
	Iteration 16Q: 3 clusters Score -2069403 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2069691.000000 Penalty: 5006.103027
	Iteration 17Q: 3 clusters Score -2069691 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2069902.750000 Penalty: 5006.103027
	Iteration 18Q: 3 clusters Score -2069903 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2070047.375000 Penalty: 5006.103027
	Iteration 19Q: 3 clusters Score -2070047 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2070157.500000 Penalty: 5006.103027
	Iteration 20F: 3 clusters Score -2070158 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2070223.375000 Penalty: 5006.103027
	Iteration 21Q: 3 clusters Score -2070223 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2070277.625000 Penalty: 5006.103027
	Iteration 22Q: 3 clusters Score -2070278 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2070334.625000 Penalty: 5006.103027
	Iteration 23Q: 3 clusters Score -2070335 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2070363.250000 Penalty: 5006.103027
	Iteration 24Q: 3 clusters Score -2070363 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2070390.750000 Penalty: 5006.103027
	Iteration 25Q: 3 clusters Score -2070391 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2070413.625000 Penalty: 5006.103027
	Iteration 26Q: 3 clusters Score -2070414 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2070432.750000 Penalty: 5006.103027
	Iteration 27Q: 3 clusters Score -2070433 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2070453.375000 Penalty: 5006.103027
	Iteration 28Q: 3 clusters Score -2070453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2070467.500000 Penalty: 5006.103027
	Iteration 29Q: 3 clusters Score -2070468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2070467.375000 Penalty: 5006.103027
	Iteration 30Q: 3 clusters Score -2070467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2070482.000000 Penalty: 5006.103027
	Iteration 31Q: 3 clusters Score -2070482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2070482.625000 Penalty: 5006.103027
	Iteration 32Q: 3 clusters Score -2070483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2070486.125000 Penalty: 5006.103027
	Iteration 33Q: 3 clusters Score -2070486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2070486.250000 Penalty: 5006.103027
	Iteration 34Q: 3 clusters Score -2070486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2070489.000000 Penalty: 5006.103027
	Iteration 35Q: 3 clusters Score -2070489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2070496.375000 Penalty: 5006.103027
	Iteration 36Q: 3 clusters Score -2070496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2070508.875000 Penalty: 5006.103027
	Iteration 37Q: 3 clusters Score -2070509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2070512.500000 Penalty: 5006.103027
	Iteration 38Q: 3 clusters Score -2070512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2070521.500000 Penalty: 5006.103027
	Iteration 39Q: 3 clusters Score -2070522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2070533.000000 Penalty: 5006.103027
	Iteration 40F: 3 clusters Score -2070533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2070545.250000 Penalty: 5006.103027
	Iteration 41Q: 3 clusters Score -2070545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2070551.500000 Penalty: 5006.103027
	Iteration 42Q: 3 clusters Score -2070552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2070561.000000 Penalty: 5006.103027
	Iteration 43Q: 3 clusters Score -2070561 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2070573.250000 Penalty: 5006.103027
	Iteration 44Q: 3 clusters Score -2070573 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2070585.000000 Penalty: 5006.103027
	Iteration 45Q: 3 clusters Score -2070585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2070591.625000 Penalty: 5006.103027
	Iteration 46Q: 3 clusters Score -2070592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2070605.500000 Penalty: 5006.103027
	Iteration 47Q: 3 clusters Score -2070606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2070624.250000 Penalty: 5006.103027
	Iteration 48Q: 3 clusters Score -2070624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2070635.625000 Penalty: 5006.103027
	Iteration 49Q: 3 clusters Score -2070636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2070650.000000 Penalty: 5006.103027
	Iteration 50Q: 3 clusters Score -2070650 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2070674.875000 Penalty: 5006.103027
	Iteration 51Q: 3 clusters Score -2070675 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2070685.500000 Penalty: 5006.103027
	Iteration 52Q: 3 clusters Score -2070686 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2070711.000000 Penalty: 5006.103027
	Iteration 53Q: 3 clusters Score -2070711 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2070735.625000 Penalty: 5006.103027
	Iteration 54Q: 3 clusters Score -2070736 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2070763.250000 Penalty: 5006.103027
	Iteration 55Q: 3 clusters Score -2070763 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2070797.375000 Penalty: 5006.103027
	Iteration 56Q: 3 clusters Score -2070797 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2070833.125000 Penalty: 5006.103027
	Iteration 57Q: 3 clusters Score -2070833 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2070863.000000 Penalty: 5006.103027
	Iteration 58Q: 3 clusters Score -2070863 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2070905.250000 Penalty: 5006.103027
	Iteration 59Q: 3 clusters Score -2070905 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2070975.625000 Penalty: 5006.103027
	Iteration 60F: 3 clusters Score -2070976 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2071074.250000 Penalty: 5006.103027
	Iteration 61Q: 3 clusters Score -2071074 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2071187.625000 Penalty: 5006.103027
	Iteration 62Q: 3 clusters Score -2071188 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2071337.125000 Penalty: 5006.103027
	Iteration 63Q: 3 clusters Score -2071337 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2071498.375000 Penalty: 5006.103027
	Iteration 64Q: 3 clusters Score -2071498 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2071679.750000 Penalty: 5006.103027
	Iteration 65Q: 3 clusters Score -2071680 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2071887.125000 Penalty: 5006.103027
	Iteration 66Q: 3 clusters Score -2071887 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2072129.750000 Penalty: 5006.103027
	Iteration 67Q: 3 clusters Score -2072130 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2072405.625000 Penalty: 5006.103027
	Iteration 68Q: 3 clusters Score -2072406 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2072662.375000 Penalty: 5006.103027
	Iteration 69Q: 3 clusters Score -2072662 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2072864.500000 Penalty: 5006.103027
	Iteration 70Q: 3 clusters Score -2072864 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2073013.750000 Penalty: 5006.103027
	Iteration 71Q: 3 clusters Score -2073014 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2073114.500000 Penalty: 5006.103027
	Iteration 72Q: 3 clusters Score -2073114 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2073160.250000 Penalty: 5006.103027
	Iteration 73Q: 3 clusters Score -2073160 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2073204.500000 Penalty: 5006.103027
	Iteration 74Q: 3 clusters Score -2073204 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2073247.625000 Penalty: 5006.103027
	Iteration 75Q: 3 clusters Score -2073248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2073260.125000 Penalty: 5006.103027
	Iteration 76Q: 3 clusters Score -2073260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2073275.750000 Penalty: 5006.103027
	Iteration 77Q: 3 clusters Score -2073276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2073290.750000 Penalty: 5006.103027
	Iteration 78Q: 3 clusters Score -2073291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2073302.625000 Penalty: 5006.103027
	Iteration 79Q: 3 clusters Score -2073303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2073357.375000 Penalty: 5006.103027
	Iteration 80F: 3 clusters Score -2073357 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2073383.250000 Penalty: 5006.103027
	Iteration 81Q: 3 clusters Score -2073383 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2073408.250000 Penalty: 5006.103027
	Iteration 82Q: 3 clusters Score -2073408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2073411.375000 Penalty: 5006.103027
	Iteration 83Q: 3 clusters Score -2073411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2073418.250000 Penalty: 5006.103027
	Iteration 84Q: 3 clusters Score -2073418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2073417.625000 Penalty: 5006.103027
	Iteration 85Q: 3 clusters Score -2073418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2073427.250000 Penalty: 5006.103027
	Iteration 86Q: 3 clusters Score -2073427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2073429.625000 Penalty: 5006.103027
	Iteration 87Q: 3 clusters Score -2073430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2073426.625000 Penalty: 5006.103027
	Iteration 88Q: 3 clusters Score -2073427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2073430.750000 Penalty: 5006.103027
	Iteration 89Q: 3 clusters Score -2073431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2073426.625000 Penalty: 5006.103027
	Iteration 90Q: 3 clusters Score -2073427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2073425.500000 Penalty: 5006.103027
	Iteration 91Q: 3 clusters Score -2073426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2073427.625000 Penalty: 5006.103027
	Iteration 92Q: 3 clusters Score -2073428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2073431.500000 Penalty: 5006.103027
	Iteration 93Q: 3 clusters Score -2073432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2073430.125000 Penalty: 5006.103027
	Iteration 94Q: 3 clusters Score -2073430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2073431.875000 Penalty: 5006.103027
	Iteration 95Q: 3 clusters Score -2073432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2073436.125000 Penalty: 5006.103027
	Iteration 96Q: 3 clusters Score -2073436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2073436.375000 Penalty: 5006.103027
	Iteration 97Q: 3 clusters Score -2073436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2073433.500000 Penalty: 5006.103027
	Iteration 98Q: 3 clusters Score -2073434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2073436.625000 Penalty: 5006.103027
	Iteration 99Q: 3 clusters Score -2073437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2073439.375000 Penalty: 5006.103027
	Iteration 100F: 3 clusters Score -2073439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2073439.625000 Penalty: 5006.103027
	Iteration 101Q: 3 clusters Score -2073440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2073439.750000 Penalty: 5006.103027
	Iteration 102Q: 3 clusters Score -2073440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2073440.125000 Penalty: 5006.103027
	Iteration 103Q: 3 clusters Score -2073440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2073439.625000 Penalty: 5006.103027
	Iteration 104Q: 3 clusters Score -2073440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2073440.250000 Penalty: 5006.103027
	Iteration 105Q: 3 clusters Score -2073440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2073441.000000 Penalty: 5006.103027
	Iteration 106Q: 3 clusters Score -2073441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2073441.250000 Penalty: 5006.103027
	Iteration 107Q: 3 clusters Score -2073441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2073441.250000 Penalty: 5006.103027
	Iteration 108F: 3 clusters Score -2073441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 17055 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35350 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 9987 members 
Mstep: Class 14 contains 22625 members 
Mstep: Class 15 contains 25283 members 
Mstep: Class 16 contains 35464 members 
Mstep: Class 17 contains 38141 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 13623 members 
Mstep: Class 20 contains 118216 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 9275 members 
Mstep: Class 25 contains 12053 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 9425 members 
Mstep: Class 28 contains 14027 members 
Entering Unmasked Estep 
Score: -38134116.000000 Penalty: 90620.265625
Splitting cluster 9 changes total score from -38132224.000000 to -38134116.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (9294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Entering Unmasked Estep 
Score: -804714.062500 Penalty: 2266.006836
	Iteration 0F: 2 clusters Score -804714.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -797580.375000 Penalty: 4532.013672
	Iteration 0F: 3 clusters Score -797580.4 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -799633.937500 Penalty: 4532.013672
	Iteration 1F: 3 clusters Score -799633.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -799874.625000 Penalty: 4532.013672
	Iteration 2F: 3 clusters Score -799874.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -800029.937500 Penalty: 4532.013672
	Iteration 3Q: 3 clusters Score -800029.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -800152.312500 Penalty: 4532.013672
	Iteration 4Q: 3 clusters Score -800152.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -800247.937500 Penalty: 4532.013672
	Iteration 5Q: 3 clusters Score -800247.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -800323.250000 Penalty: 4532.013672
	Iteration 6Q: 3 clusters Score -800323.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -800414.312500 Penalty: 4532.013672
	Iteration 7Q: 3 clusters Score -800414.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -800524.625000 Penalty: 4532.013672
	Iteration 8Q: 3 clusters Score -800524.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -800666.437500 Penalty: 4532.013672
	Iteration 9Q: 3 clusters Score -800666.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -800843.312500 Penalty: 4532.013672
	Iteration 10Q: 3 clusters Score -800843.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -801042.000000 Penalty: 4532.013672
	Iteration 11Q: 3 clusters Score -801042 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -801239.437500 Penalty: 4532.013672
	Iteration 12Q: 3 clusters Score -801239.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -801454.875000 Penalty: 4532.013672
	Iteration 13Q: 3 clusters Score -801454.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -801663.437500 Penalty: 4532.013672
	Iteration 14Q: 3 clusters Score -801663.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -801851.125000 Penalty: 4532.013672
	Iteration 15Q: 3 clusters Score -801851.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -802016.562500 Penalty: 4532.013672
	Iteration 16Q: 3 clusters Score -802016.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -802158.187500 Penalty: 4532.013672
	Iteration 17Q: 3 clusters Score -802158.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -802248.375000 Penalty: 4532.013672
	Iteration 18Q: 3 clusters Score -802248.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -802304.437500 Penalty: 4532.013672
	Iteration 19Q: 3 clusters Score -802304.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -802348.437500 Penalty: 4532.013672
	Iteration 20F: 3 clusters Score -802348.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -802387.750000 Penalty: 4532.013672
	Iteration 21Q: 3 clusters Score -802387.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -802426.562500 Penalty: 4532.013672
	Iteration 22Q: 3 clusters Score -802426.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -802448.375000 Penalty: 4532.013672
	Iteration 23Q: 3 clusters Score -802448.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -802476.312500 Penalty: 4532.013672
	Iteration 24Q: 3 clusters Score -802476.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -802495.000000 Penalty: 4532.013672
	Iteration 25Q: 3 clusters Score -802495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -802505.125000 Penalty: 4532.013672
	Iteration 26Q: 3 clusters Score -802505.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -802517.750000 Penalty: 4532.013672
	Iteration 27Q: 3 clusters Score -802517.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -802528.312500 Penalty: 4532.013672
	Iteration 28Q: 3 clusters Score -802528.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -802539.625000 Penalty: 4532.013672
	Iteration 29Q: 3 clusters Score -802539.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -802544.187500 Penalty: 4532.013672
	Iteration 30Q: 3 clusters Score -802544.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -802550.500000 Penalty: 4532.013672
	Iteration 31Q: 3 clusters Score -802550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -802556.250000 Penalty: 4532.013672
	Iteration 32Q: 3 clusters Score -802556.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -802564.062500 Penalty: 4532.013672
	Iteration 33Q: 3 clusters Score -802564.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -802568.500000 Penalty: 4532.013672
	Iteration 34Q: 3 clusters Score -802568.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -802575.437500 Penalty: 4532.013672
	Iteration 35Q: 3 clusters Score -802575.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -802585.875000 Penalty: 4532.013672
	Iteration 36Q: 3 clusters Score -802585.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -802591.312500 Penalty: 4532.013672
	Iteration 37Q: 3 clusters Score -802591.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -802594.937500 Penalty: 4532.013672
	Iteration 38Q: 3 clusters Score -802594.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -802603.375000 Penalty: 4532.013672
	Iteration 39Q: 3 clusters Score -802603.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -802605.125000 Penalty: 4532.013672
	Iteration 40F: 3 clusters Score -802605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -802607.562500 Penalty: 4532.013672
	Iteration 41Q: 3 clusters Score -802607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -802609.625000 Penalty: 4532.013672
	Iteration 42Q: 3 clusters Score -802609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -802609.250000 Penalty: 4532.013672
	Iteration 43Q: 3 clusters Score -802609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -802610.375000 Penalty: 4532.013672
	Iteration 44Q: 3 clusters Score -802610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -802610.375000 Penalty: 4532.013672
	Iteration 45F: 3 clusters Score -802610.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Entering Unmasked Estep 
Score: -288531.968750 Penalty: 2035.570801
	Iteration 0F: 2 clusters Score -288532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -284789.687500 Penalty: 4071.141602
	Iteration 0F: 3 clusters Score -284789.7 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -285714.843750 Penalty: 4071.141602
	Iteration 1F: 3 clusters Score -285714.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -285949.062500 Penalty: 4071.141602
	Iteration 2F: 3 clusters Score -285949.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -286098.437500 Penalty: 4071.141602
	Iteration 3F: 3 clusters Score -286098.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -286196.906250 Penalty: 4071.141602
	Iteration 4Q: 3 clusters Score -286196.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -286286.375000 Penalty: 4071.141602
	Iteration 5Q: 3 clusters Score -286286.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -286387.062500 Penalty: 4071.141602
	Iteration 6Q: 3 clusters Score -286387.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -286474.593750 Penalty: 4071.141602
	Iteration 7Q: 3 clusters Score -286474.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -286542.437500 Penalty: 4071.141602
	Iteration 8Q: 3 clusters Score -286542.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -286598.000000 Penalty: 4071.141602
	Iteration 9Q: 3 clusters Score -286598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -286653.718750 Penalty: 4071.141602
	Iteration 10Q: 3 clusters Score -286653.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -286692.312500 Penalty: 4071.141602
	Iteration 11Q: 3 clusters Score -286692.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -286717.906250 Penalty: 4071.141602
	Iteration 12Q: 3 clusters Score -286717.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -286740.968750 Penalty: 4071.141602
	Iteration 13Q: 3 clusters Score -286741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -286767.312500 Penalty: 4071.141602
	Iteration 14Q: 3 clusters Score -286767.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -286788.375000 Penalty: 4071.141602
	Iteration 15Q: 3 clusters Score -286788.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -286809.375000 Penalty: 4071.141602
	Iteration 16Q: 3 clusters Score -286809.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -286829.031250 Penalty: 4071.141602
	Iteration 17Q: 3 clusters Score -286829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -286840.093750 Penalty: 4071.141602
	Iteration 18Q: 3 clusters Score -286840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -286848.687500 Penalty: 4071.141602
	Iteration 19Q: 3 clusters Score -286848.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -286858.531250 Penalty: 4071.141602
	Iteration 20F: 3 clusters Score -286858.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -286867.593750 Penalty: 4071.141602
	Iteration 21Q: 3 clusters Score -286867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -286877.718750 Penalty: 4071.141602
	Iteration 22Q: 3 clusters Score -286877.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -286882.781250 Penalty: 4071.141602
	Iteration 23Q: 3 clusters Score -286882.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -286889.468750 Penalty: 4071.141602
	Iteration 24Q: 3 clusters Score -286889.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -286897.531250 Penalty: 4071.141602
	Iteration 25Q: 3 clusters Score -286897.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -286905.562500 Penalty: 4071.141602
	Iteration 26Q: 3 clusters Score -286905.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -286915.593750 Penalty: 4071.141602
	Iteration 27Q: 3 clusters Score -286915.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -286923.406250 Penalty: 4071.141602
	Iteration 28Q: 3 clusters Score -286923.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -286929.093750 Penalty: 4071.141602
	Iteration 29Q: 3 clusters Score -286929.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -286935.500000 Penalty: 4071.141602
	Iteration 30Q: 3 clusters Score -286935.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -286941.406250 Penalty: 4071.141602
	Iteration 31Q: 3 clusters Score -286941.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -286952.312500 Penalty: 4071.141602
	Iteration 32Q: 3 clusters Score -286952.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -286962.156250 Penalty: 4071.141602
	Iteration 33Q: 3 clusters Score -286962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -286976.968750 Penalty: 4071.141602
	Iteration 34Q: 3 clusters Score -286977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -286992.437500 Penalty: 4071.141602
	Iteration 35Q: 3 clusters Score -286992.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -287008.531250 Penalty: 4071.141602
	Iteration 36Q: 3 clusters Score -287008.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -287024.468750 Penalty: 4071.141602
	Iteration 37Q: 3 clusters Score -287024.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -287040.531250 Penalty: 4071.141602
	Iteration 38Q: 3 clusters Score -287040.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -287049.687500 Penalty: 4071.141602
	Iteration 39Q: 3 clusters Score -287049.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -287056.781250 Penalty: 4071.141602
	Iteration 40F: 3 clusters Score -287056.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -287065.375000 Penalty: 4071.141602
	Iteration 41Q: 3 clusters Score -287065.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -287072.937500 Penalty: 4071.141602
	Iteration 42Q: 3 clusters Score -287072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -287077.062500 Penalty: 4071.141602
	Iteration 43Q: 3 clusters Score -287077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -287080.875000 Penalty: 4071.141602
	Iteration 44Q: 3 clusters Score -287080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -287088.218750 Penalty: 4071.141602
	Iteration 45Q: 3 clusters Score -287088.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -287092.718750 Penalty: 4071.141602
	Iteration 46Q: 3 clusters Score -287092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -287096.000000 Penalty: 4071.141602
	Iteration 47Q: 3 clusters Score -287096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -287097.968750 Penalty: 4071.141602
	Iteration 48Q: 3 clusters Score -287098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -287100.000000 Penalty: 4071.141602
	Iteration 49Q: 3 clusters Score -287100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -287101.187500 Penalty: 4071.141602
	Iteration 50Q: 3 clusters Score -287101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -287103.937500 Penalty: 4071.141602
	Iteration 51Q: 3 clusters Score -287103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -287106.093750 Penalty: 4071.141602
	Iteration 52Q: 3 clusters Score -287106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -287107.125000 Penalty: 4071.141602
	Iteration 53Q: 3 clusters Score -287107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -287108.375000 Penalty: 4071.141602
	Iteration 54Q: 3 clusters Score -287108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -287109.843750 Penalty: 4071.141602
	Iteration 55Q: 3 clusters Score -287109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -287110.406250 Penalty: 4071.141602
	Iteration 56Q: 3 clusters Score -287110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -287112.156250 Penalty: 4071.141602
	Iteration 57Q: 3 clusters Score -287112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -287112.593750 Penalty: 4071.141602
	Iteration 58Q: 3 clusters Score -287112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -287112.593750 Penalty: 4071.141602
	Iteration 59F: 3 clusters Score -287112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Entering Unmasked Estep 
Score: -969928.062500 Penalty: 2323.778564
	Iteration 0F: 2 clusters Score -969928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -961159.437500 Penalty: 4647.557129
	Iteration 0F: 3 clusters Score -961159.4 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -963927.187500 Penalty: 4647.557129
	Iteration 1F: 3 clusters Score -963927.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -964307.812500 Penalty: 4647.557129
	Iteration 2F: 3 clusters Score -964307.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -964621.687500 Penalty: 4647.557129
	Iteration 3F: 3 clusters Score -964621.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -964903.312500 Penalty: 4647.557129
	Iteration 4Q: 3 clusters Score -964903.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -965146.125000 Penalty: 4647.557129
	Iteration 5Q: 3 clusters Score -965146.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -965351.125000 Penalty: 4647.557129
	Iteration 6Q: 3 clusters Score -965351.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -965607.125000 Penalty: 4647.557129
	Iteration 7Q: 3 clusters Score -965607.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -965895.437500 Penalty: 4647.557129
	Iteration 8Q: 3 clusters Score -965895.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -966178.625000 Penalty: 4647.557129
	Iteration 9Q: 3 clusters Score -966178.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -966454.187500 Penalty: 4647.557129
	Iteration 10Q: 3 clusters Score -966454.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -966690.625000 Penalty: 4647.557129
	Iteration 11Q: 3 clusters Score -966690.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -966916.312500 Penalty: 4647.557129
	Iteration 12Q: 3 clusters Score -966916.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -967123.437500 Penalty: 4647.557129
	Iteration 13Q: 3 clusters Score -967123.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -967290.500000 Penalty: 4647.557129
	Iteration 14Q: 3 clusters Score -967290.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -967425.812500 Penalty: 4647.557129
	Iteration 15Q: 3 clusters Score -967425.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -967526.250000 Penalty: 4647.557129
	Iteration 16Q: 3 clusters Score -967526.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -967624.750000 Penalty: 4647.557129
	Iteration 17Q: 3 clusters Score -967624.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -967720.187500 Penalty: 4647.557129
	Iteration 18Q: 3 clusters Score -967720.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -967783.687500 Penalty: 4647.557129
	Iteration 19Q: 3 clusters Score -967783.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -967843.000000 Penalty: 4647.557129
	Iteration 20F: 3 clusters Score -967843 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -967896.937500 Penalty: 4647.557129
	Iteration 21Q: 3 clusters Score -967896.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -967943.000000 Penalty: 4647.557129
	Iteration 22Q: 3 clusters Score -967943 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -967982.125000 Penalty: 4647.557129
	Iteration 23Q: 3 clusters Score -967982.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -968026.375000 Penalty: 4647.557129
	Iteration 24Q: 3 clusters Score -968026.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -968064.250000 Penalty: 4647.557129
	Iteration 25Q: 3 clusters Score -968064.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -968097.500000 Penalty: 4647.557129
	Iteration 26Q: 3 clusters Score -968097.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -968136.937500 Penalty: 4647.557129
	Iteration 27Q: 3 clusters Score -968136.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -968169.437500 Penalty: 4647.557129
	Iteration 28Q: 3 clusters Score -968169.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -968193.375000 Penalty: 4647.557129
	Iteration 29Q: 3 clusters Score -968193.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -968204.000000 Penalty: 4647.557129
	Iteration 30Q: 3 clusters Score -968204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -968214.625000 Penalty: 4647.557129
	Iteration 31Q: 3 clusters Score -968214.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -968221.437500 Penalty: 4647.557129
	Iteration 32Q: 3 clusters Score -968221.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -968231.312500 Penalty: 4647.557129
	Iteration 33Q: 3 clusters Score -968231.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -968242.187500 Penalty: 4647.557129
	Iteration 34Q: 3 clusters Score -968242.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -968255.375000 Penalty: 4647.557129
	Iteration 35Q: 3 clusters Score -968255.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -968262.562500 Penalty: 4647.557129
	Iteration 36Q: 3 clusters Score -968262.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -968267.250000 Penalty: 4647.557129
	Iteration 37Q: 3 clusters Score -968267.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -968274.000000 Penalty: 4647.557129
	Iteration 38Q: 3 clusters Score -968274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -968276.562500 Penalty: 4647.557129
	Iteration 39Q: 3 clusters Score -968276.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -968279.875000 Penalty: 4647.557129
	Iteration 40F: 3 clusters Score -968279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -968282.437500 Penalty: 4647.557129
	Iteration 41Q: 3 clusters Score -968282.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -968285.312500 Penalty: 4647.557129
	Iteration 42Q: 3 clusters Score -968285.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -968289.000000 Penalty: 4647.557129
	Iteration 43Q: 3 clusters Score -968289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -968291.375000 Penalty: 4647.557129
	Iteration 44Q: 3 clusters Score -968291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -968293.187500 Penalty: 4647.557129
	Iteration 45Q: 3 clusters Score -968293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -968292.937500 Penalty: 4647.557129
	Iteration 46Q: 3 clusters Score -968292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -968293.312500 Penalty: 4647.557129
	Iteration 47Q: 3 clusters Score -968293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -968293.625000 Penalty: 4647.557129
	Iteration 48Q: 3 clusters Score -968293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -968293.687500 Penalty: 4647.557129
	Iteration 49Q: 3 clusters Score -968293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -968293.625000 Penalty: 4647.557129
	Iteration 50Q: 3 clusters Score -968293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -968294.125000 Penalty: 4647.557129
	Iteration 51Q: 3 clusters Score -968294.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -968294.125000 Penalty: 4647.557129
	Iteration 52F: 3 clusters Score -968294.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Entering Unmasked Estep 
Score: -803636.875000 Penalty: 2283.841797
	Iteration 0F: 2 clusters Score -803636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -795998.437500 Penalty: 4567.683594
	Iteration 0F: 3 clusters Score -795998.4 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -798199.875000 Penalty: 4567.683594
	Iteration 1F: 3 clusters Score -798199.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -798561.562500 Penalty: 4567.683594
	Iteration 2F: 3 clusters Score -798561.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -798858.750000 Penalty: 4567.683594
	Iteration 3F: 3 clusters Score -798858.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -799100.812500 Penalty: 4567.683594
	Iteration 4Q: 3 clusters Score -799100.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -799306.187500 Penalty: 4567.683594
	Iteration 5Q: 3 clusters Score -799306.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -799490.250000 Penalty: 4567.683594
	Iteration 6Q: 3 clusters Score -799490.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -799643.937500 Penalty: 4567.683594
	Iteration 7Q: 3 clusters Score -799643.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -799773.625000 Penalty: 4567.683594
	Iteration 8Q: 3 clusters Score -799773.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -799888.125000 Penalty: 4567.683594
	Iteration 9Q: 3 clusters Score -799888.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -800008.500000 Penalty: 4567.683594
	Iteration 10Q: 3 clusters Score -800008.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -800149.312500 Penalty: 4567.683594
	Iteration 11Q: 3 clusters Score -800149.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -800304.250000 Penalty: 4567.683594
	Iteration 12Q: 3 clusters Score -800304.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -800475.062500 Penalty: 4567.683594
	Iteration 13Q: 3 clusters Score -800475.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -800664.187500 Penalty: 4567.683594
	Iteration 14Q: 3 clusters Score -800664.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -800851.000000 Penalty: 4567.683594
	Iteration 15Q: 3 clusters Score -800851 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -801013.125000 Penalty: 4567.683594
	Iteration 16Q: 3 clusters Score -801013.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -801159.562500 Penalty: 4567.683594
	Iteration 17Q: 3 clusters Score -801159.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -801300.062500 Penalty: 4567.683594
	Iteration 18Q: 3 clusters Score -801300.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -801414.500000 Penalty: 4567.683594
	Iteration 19Q: 3 clusters Score -801414.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -801500.687500 Penalty: 4567.683594
	Iteration 20F: 3 clusters Score -801500.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -801567.437500 Penalty: 4567.683594
	Iteration 21Q: 3 clusters Score -801567.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -801619.562500 Penalty: 4567.683594
	Iteration 22Q: 3 clusters Score -801619.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -801654.687500 Penalty: 4567.683594
	Iteration 23Q: 3 clusters Score -801654.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -801674.812500 Penalty: 4567.683594
	Iteration 24Q: 3 clusters Score -801674.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -801695.312500 Penalty: 4567.683594
	Iteration 25Q: 3 clusters Score -801695.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -801711.625000 Penalty: 4567.683594
	Iteration 26Q: 3 clusters Score -801711.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -801723.625000 Penalty: 4567.683594
	Iteration 27Q: 3 clusters Score -801723.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -801731.312500 Penalty: 4567.683594
	Iteration 28Q: 3 clusters Score -801731.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -801740.375000 Penalty: 4567.683594
	Iteration 29Q: 3 clusters Score -801740.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -801748.687500 Penalty: 4567.683594
	Iteration 30Q: 3 clusters Score -801748.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -801760.687500 Penalty: 4567.683594
	Iteration 31Q: 3 clusters Score -801760.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -801767.312500 Penalty: 4567.683594
	Iteration 32Q: 3 clusters Score -801767.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -801776.250000 Penalty: 4567.683594
	Iteration 33Q: 3 clusters Score -801776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -801778.375000 Penalty: 4567.683594
	Iteration 34Q: 3 clusters Score -801778.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -801784.062500 Penalty: 4567.683594
	Iteration 35Q: 3 clusters Score -801784.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -801782.125000 Penalty: 4567.683594
	Iteration 36Q: 3 clusters Score -801782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -801786.625000 Penalty: 4567.683594
	Iteration 37Q: 3 clusters Score -801786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -801786.437500 Penalty: 4567.683594
	Iteration 38Q: 3 clusters Score -801786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -801786.500000 Penalty: 4567.683594
	Iteration 39Q: 3 clusters Score -801786.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -801789.625000 Penalty: 4567.683594
	Iteration 40F: 3 clusters Score -801789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -801789.687500 Penalty: 4567.683594
	Iteration 41Q: 3 clusters Score -801789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -801792.000000 Penalty: 4567.683594
	Iteration 42Q: 3 clusters Score -801792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -801792.750000 Penalty: 4567.683594
	Iteration 43Q: 3 clusters Score -801792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -801793.625000 Penalty: 4567.683594
	Iteration 44Q: 3 clusters Score -801793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -801794.500000 Penalty: 4567.683594
	Iteration 45Q: 3 clusters Score -801794.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -801795.937500 Penalty: 4567.683594
	Iteration 46Q: 3 clusters Score -801795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -801795.687500 Penalty: 4567.683594
	Iteration 47Q: 3 clusters Score -801795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -801799.687500 Penalty: 4567.683594
	Iteration 48Q: 3 clusters Score -801799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -801803.437500 Penalty: 4567.683594
	Iteration 49Q: 3 clusters Score -801803.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -801804.875000 Penalty: 4567.683594
	Iteration 50Q: 3 clusters Score -801804.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -801813.437500 Penalty: 4567.683594
	Iteration 51Q: 3 clusters Score -801813.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -801815.687500 Penalty: 4567.683594
	Iteration 52Q: 3 clusters Score -801815.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -801817.000000 Penalty: 4567.683594
	Iteration 53Q: 3 clusters Score -801817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -801820.500000 Penalty: 4567.683594
	Iteration 54Q: 3 clusters Score -801820.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -801824.375000 Penalty: 4567.683594
	Iteration 55Q: 3 clusters Score -801824.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -801825.750000 Penalty: 4567.683594
	Iteration 56Q: 3 clusters Score -801825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -801826.500000 Penalty: 4567.683594
	Iteration 57Q: 3 clusters Score -801826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -801831.187500 Penalty: 4567.683594
	Iteration 58Q: 3 clusters Score -801831.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -801831.312500 Penalty: 4567.683594
	Iteration 59Q: 3 clusters Score -801831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -801831.250000 Penalty: 4567.683594
	Iteration 60F: 3 clusters Score -801831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -801834.625000 Penalty: 4567.683594
	Iteration 61Q: 3 clusters Score -801834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -801837.062500 Penalty: 4567.683594
	Iteration 62Q: 3 clusters Score -801837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -801837.000000 Penalty: 4567.683594
	Iteration 63Q: 3 clusters Score -801837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -801837.437500 Penalty: 4567.683594
	Iteration 64Q: 3 clusters Score -801837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -801841.437500 Penalty: 4567.683594
	Iteration 65Q: 3 clusters Score -801841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -801841.187500 Penalty: 4567.683594
	Iteration 66Q: 3 clusters Score -801841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -801840.687500 Penalty: 4567.683594
	Iteration 67Q: 3 clusters Score -801840.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -801841.750000 Penalty: 4567.683594
	Iteration 68Q: 3 clusters Score -801841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -801842.937500 Penalty: 4567.683594
	Iteration 69Q: 3 clusters Score -801842.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -801844.125000 Penalty: 4567.683594
	Iteration 70Q: 3 clusters Score -801844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -801844.062500 Penalty: 4567.683594
	Iteration 71Q: 3 clusters Score -801844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -801845.250000 Penalty: 4567.683594
	Iteration 72Q: 3 clusters Score -801845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -801845.625000 Penalty: 4567.683594
	Iteration 73Q: 3 clusters Score -801845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -801848.687500 Penalty: 4567.683594
	Iteration 74Q: 3 clusters Score -801848.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -801848.625000 Penalty: 4567.683594
	Iteration 75Q: 3 clusters Score -801848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -801848.187500 Penalty: 4567.683594
	Iteration 76Q: 3 clusters Score -801848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -801849.500000 Penalty: 4567.683594
	Iteration 77Q: 3 clusters Score -801849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -801849.562500 Penalty: 4567.683594
	Iteration 78Q: 3 clusters Score -801849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -801851.125000 Penalty: 4567.683594
	Iteration 79Q: 3 clusters Score -801851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -801850.875000 Penalty: 4567.683594
	Iteration 80F: 3 clusters Score -801850.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Entering Unmasked Estep 
Score: -1949587.500000 Penalty: 2486.648926
	Iteration 0F: 2 clusters Score -1949588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1933736.250000 Penalty: 4973.297852
	Iteration 0F: 3 clusters Score -1933736 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1939332.625000 Penalty: 4973.297852
	Iteration 1F: 3 clusters Score -1939333 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1940012.875000 Penalty: 4973.297852
	Iteration 2F: 3 clusters Score -1940013 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1940944.625000 Penalty: 4973.297852
	Iteration 3F: 3 clusters Score -1940945 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1942167.375000 Penalty: 4973.297852
	Iteration 4F: 3 clusters Score -1942167 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1943539.250000 Penalty: 4973.297852
	Iteration 5F: 3 clusters Score -1943539 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1944829.875000 Penalty: 4973.297852
	Iteration 6F: 3 clusters Score -1944830 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1945828.000000 Penalty: 4973.297852
	Iteration 7Q: 3 clusters Score -1945828 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1946451.500000 Penalty: 4973.297852
	Iteration 8Q: 3 clusters Score -1946452 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1946847.875000 Penalty: 4973.297852
	Iteration 9Q: 3 clusters Score -1946848 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1947218.750000 Penalty: 4973.297852
	Iteration 10Q: 3 clusters Score -1947219 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -1947616.375000 Penalty: 4973.297852
	Iteration 11Q: 3 clusters Score -1947616 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -1948231.000000 Penalty: 4973.297852
	Iteration 12Q: 3 clusters Score -1948231 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1949436.375000 Penalty: 4973.297852
	Iteration 13Q: 3 clusters Score -1949436 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1951243.500000 Penalty: 4973.297852
	Iteration 14Q: 3 clusters Score -1951244 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1953479.500000 Penalty: 4973.297852
	Iteration 15Q: 3 clusters Score -1953480 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1956297.625000 Penalty: 4973.297852
	Iteration 16F: 3 clusters Score -1956298 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1958800.375000 Penalty: 4973.297852
	Iteration 17Q: 3 clusters Score -1958800 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1959657.875000 Penalty: 4973.297852
	Iteration 18Q: 3 clusters Score -1959658 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1959783.375000 Penalty: 4973.297852
	Iteration 19Q: 3 clusters Score -1959783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1959792.250000 Penalty: 4973.297852
	Iteration 20F: 3 clusters Score -1959792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1959793.000000 Penalty: 4973.297852
	Iteration 21Q: 3 clusters Score -1959793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1959791.250000 Penalty: 4973.297852
	Iteration 22Q: 3 clusters Score -1959791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1959791.250000 Penalty: 4973.297852
	Iteration 23F: 3 clusters Score -1959791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 17055 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35350 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 9987 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 25283 members 
Mstep: Class 16 contains 35464 members 
Mstep: Class 17 contains 38141 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 13623 members 
Mstep: Class 20 contains 118216 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 9275 members 
Mstep: Class 25 contains 12053 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 9425 members 
Mstep: Class 28 contains 14027 members 
Mstep: Class 29 contains 14981 members 
Entering Unmasked Estep 
Score: -38143696.000000 Penalty: 93856.703125
Splitting cluster 14 changes total score from -38132224.000000 to -38143696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (25283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Entering Unmasked Estep 
Score: -2193660.250000 Penalty: 2514.196289
	Iteration 0F: 2 clusters Score -2193660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2176333.750000 Penalty: 5028.392578
	Iteration 0F: 3 clusters Score -2176334 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2182233.500000 Penalty: 5028.392578
	Iteration 1F: 3 clusters Score -2182234 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2182614.250000 Penalty: 5028.392578
	Iteration 2Q: 3 clusters Score -2182614 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2182921.500000 Penalty: 5028.392578
	Iteration 3Q: 3 clusters Score -2182922 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2183184.750000 Penalty: 5028.392578
	Iteration 4Q: 3 clusters Score -2183185 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2183409.250000 Penalty: 5028.392578
	Iteration 5Q: 3 clusters Score -2183409 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2183598.250000 Penalty: 5028.392578
	Iteration 6Q: 3 clusters Score -2183598 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2183784.750000 Penalty: 5028.392578
	Iteration 7Q: 3 clusters Score -2183785 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2183968.500000 Penalty: 5028.392578
	Iteration 8Q: 3 clusters Score -2183968 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2184181.250000 Penalty: 5028.392578
	Iteration 9Q: 3 clusters Score -2184181 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2184447.000000 Penalty: 5028.392578
	Iteration 10Q: 3 clusters Score -2184447 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2184829.500000 Penalty: 5028.392578
	Iteration 11Q: 3 clusters Score -2184830 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2185285.500000 Penalty: 5028.392578
	Iteration 12Q: 3 clusters Score -2185286 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2185915.750000 Penalty: 5028.392578
	Iteration 13Q: 3 clusters Score -2185916 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2186763.000000 Penalty: 5028.392578
	Iteration 14F: 3 clusters Score -2186763 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2187689.000000 Penalty: 5028.392578
	Iteration 15F: 3 clusters Score -2187689 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2188642.000000 Penalty: 5028.392578
	Iteration 16F: 3 clusters Score -2188642 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2189452.000000 Penalty: 5028.392578
	Iteration 17Q: 3 clusters Score -2189452 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2190061.000000 Penalty: 5028.392578
	Iteration 18Q: 3 clusters Score -2190061 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2190516.750000 Penalty: 5028.392578
	Iteration 19Q: 3 clusters Score -2190517 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2190857.750000 Penalty: 5028.392578
	Iteration 20F: 3 clusters Score -2190858 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2191175.250000 Penalty: 5028.392578
	Iteration 21Q: 3 clusters Score -2191175 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2191417.000000 Penalty: 5028.392578
	Iteration 22Q: 3 clusters Score -2191417 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2191640.000000 Penalty: 5028.392578
	Iteration 23Q: 3 clusters Score -2191640 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2191868.000000 Penalty: 5028.392578
	Iteration 24Q: 3 clusters Score -2191868 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2192053.000000 Penalty: 5028.392578
	Iteration 25Q: 3 clusters Score -2192053 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2192155.750000 Penalty: 5028.392578
	Iteration 26Q: 3 clusters Score -2192156 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2192226.000000 Penalty: 5028.392578
	Iteration 27Q: 3 clusters Score -2192226 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2192258.750000 Penalty: 5028.392578
	Iteration 28Q: 3 clusters Score -2192259 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2192280.000000 Penalty: 5028.392578
	Iteration 29Q: 3 clusters Score -2192280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2192294.000000 Penalty: 5028.392578
	Iteration 30Q: 3 clusters Score -2192294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2192294.250000 Penalty: 5028.392578
	Iteration 31Q: 3 clusters Score -2192294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2192300.250000 Penalty: 5028.392578
	Iteration 32Q: 3 clusters Score -2192300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2192309.000000 Penalty: 5028.392578
	Iteration 33Q: 3 clusters Score -2192309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2192313.500000 Penalty: 5028.392578
	Iteration 34Q: 3 clusters Score -2192314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2192305.500000 Penalty: 5028.392578
	Iteration 35Q: 3 clusters Score -2192306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2192314.000000 Penalty: 5028.392578
	Iteration 36Q: 3 clusters Score -2192314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2192317.500000 Penalty: 5028.392578
	Iteration 37Q: 3 clusters Score -2192318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2192317.500000 Penalty: 5028.392578
	Iteration 38Q: 3 clusters Score -2192318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2192322.000000 Penalty: 5028.392578
	Iteration 39Q: 3 clusters Score -2192322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2192316.250000 Penalty: 5028.392578
	Iteration 40F: 3 clusters Score -2192316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2192314.500000 Penalty: 5028.392578
	Iteration 41Q: 3 clusters Score -2192314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2192315.750000 Penalty: 5028.392578
	Iteration 42Q: 3 clusters Score -2192316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2192316.750000 Penalty: 5028.392578
	Iteration 43Q: 3 clusters Score -2192317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2192318.000000 Penalty: 5028.392578
	Iteration 44Q: 3 clusters Score -2192318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2192316.750000 Penalty: 5028.392578
	Iteration 45Q: 3 clusters Score -2192317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2192315.000000 Penalty: 5028.392578
	Iteration 46Q: 3 clusters Score -2192315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2192318.000000 Penalty: 5028.392578
	Iteration 47Q: 3 clusters Score -2192318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2192318.250000 Penalty: 5028.392578
	Iteration 48Q: 3 clusters Score -2192318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2192318.250000 Penalty: 5028.392578
	Iteration 49F: 3 clusters Score -2192318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Entering Unmasked Estep 
Score: -3014966.000000 Penalty: 2598.115723
	Iteration 0F: 2 clusters Score -3014966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2990836.750000 Penalty: 5196.231445
	Iteration 0F: 3 clusters Score -2990837 nChanged 16163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3000054.750000 Penalty: 5196.231445
	Iteration 1F: 3 clusters Score -3000055 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3001465.250000 Penalty: 5196.231445
	Iteration 2F: 3 clusters Score -3001465 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3004785.000000 Penalty: 5196.231445
	Iteration 3F: 3 clusters Score -3004785 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3009675.750000 Penalty: 5196.231445
	Iteration 4F: 3 clusters Score -3009676 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3013027.250000 Penalty: 5196.231445
	Iteration 5F: 3 clusters Score -3013027 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3016699.000000 Penalty: 5196.231445
	Iteration 6F: 3 clusters Score -3016699 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3020596.750000 Penalty: 5196.231445
	Iteration 7F: 3 clusters Score -3020597 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3023929.500000 Penalty: 5196.231445
	Iteration 8F: 3 clusters Score -3023930 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3027357.750000 Penalty: 5196.231445
	Iteration 9Q: 3 clusters Score -3027358 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3029120.750000 Penalty: 5196.231445
	Iteration 10Q: 3 clusters Score -3029121 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3030146.000000 Penalty: 5196.231445
	Iteration 11Q: 3 clusters Score -3030146 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3031549.500000 Penalty: 5196.231445
	Iteration 12Q: 3 clusters Score -3031550 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3033760.500000 Penalty: 5196.231445
	Iteration 13Q: 3 clusters Score -3033760 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3036496.500000 Penalty: 5196.231445
	Iteration 14Q: 3 clusters Score -3036496 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3038382.000000 Penalty: 5196.231445
	Iteration 15Q: 3 clusters Score -3038382 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3039063.000000 Penalty: 5196.231445
	Iteration 16Q: 3 clusters Score -3039063 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3039186.500000 Penalty: 5196.231445
	Iteration 17Q: 3 clusters Score -3039186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3039223.500000 Penalty: 5196.231445
	Iteration 18Q: 3 clusters Score -3039224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3039239.750000 Penalty: 5196.231445
	Iteration 19Q: 3 clusters Score -3039240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3039240.000000 Penalty: 5196.231445
	Iteration 20F: 3 clusters Score -3039240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3039239.750000 Penalty: 5196.231445
	Iteration 21Q: 3 clusters Score -3039240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3039240.750000 Penalty: 5196.231445
	Iteration 22Q: 3 clusters Score -3039241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3039240.750000 Penalty: 5196.231445
	Iteration 23F: 3 clusters Score -3039241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 17055 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35350 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 9987 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 25283 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 38141 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 13623 members 
Mstep: Class 20 contains 118216 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 9275 members 
Mstep: Class 25 contains 12053 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 9425 members 
Mstep: Class 28 contains 14027 members 
Mstep: Class 29 contains 14981 members 
Mstep: Class 30 contains 21945 members 
Entering Unmasked Estep 
Score: -38167296.000000 Penalty: 97093.140625
Splitting cluster 16 changes total score from -38132224.000000 to -38167296.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (38141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Entering Unmasked Estep 
Score: -3293857.750000 Penalty: 2616.163330
	Iteration 0F: 2 clusters Score -3293858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3268021.000000 Penalty: 5232.326660
	Iteration 0F: 3 clusters Score -3268021 nChanged 17375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3277441.000000 Penalty: 5232.326660
	Iteration 1F: 3 clusters Score -3277441 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3277872.750000 Penalty: 5232.326660
	Iteration 2Q: 3 clusters Score -3277873 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3278268.500000 Penalty: 5232.326660
	Iteration 3Q: 3 clusters Score -3278268 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3278657.500000 Penalty: 5232.326660
	Iteration 4Q: 3 clusters Score -3278658 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3279062.750000 Penalty: 5232.326660
	Iteration 5Q: 3 clusters Score -3279063 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3279476.250000 Penalty: 5232.326660
	Iteration 6Q: 3 clusters Score -3279476 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3279935.500000 Penalty: 5232.326660
	Iteration 7Q: 3 clusters Score -3279936 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3280436.500000 Penalty: 5232.326660
	Iteration 8Q: 3 clusters Score -3280436 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3281005.250000 Penalty: 5232.326660
	Iteration 9Q: 3 clusters Score -3281005 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3281696.500000 Penalty: 5232.326660
	Iteration 10Q: 3 clusters Score -3281696 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3282605.500000 Penalty: 5232.326660
	Iteration 11Q: 3 clusters Score -3282606 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3283707.000000 Penalty: 5232.326660
	Iteration 12Q: 3 clusters Score -3283707 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3284947.000000 Penalty: 5232.326660
	Iteration 13F: 3 clusters Score -3284947 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3286311.250000 Penalty: 5232.326660
	Iteration 14F: 3 clusters Score -3286311 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -3287577.500000 Penalty: 5232.326660
	Iteration 15Q: 3 clusters Score -3287578 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3288749.250000 Penalty: 5232.326660
	Iteration 16Q: 3 clusters Score -3288749 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -3289660.750000 Penalty: 5232.326660
	Iteration 17Q: 3 clusters Score -3289661 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -3290227.000000 Penalty: 5232.326660
	Iteration 18Q: 3 clusters Score -3290227 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -3290620.250000 Penalty: 5232.326660
	Iteration 19Q: 3 clusters Score -3290620 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -3290888.000000 Penalty: 5232.326660
	Iteration 20F: 3 clusters Score -3290888 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -3291023.500000 Penalty: 5232.326660
	Iteration 21Q: 3 clusters Score -3291024 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -3291116.750000 Penalty: 5232.326660
	Iteration 22Q: 3 clusters Score -3291117 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3291145.250000 Penalty: 5232.326660
	Iteration 23Q: 3 clusters Score -3291145 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -3291188.750000 Penalty: 5232.326660
	Iteration 24Q: 3 clusters Score -3291189 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3291221.500000 Penalty: 5232.326660
	Iteration 25Q: 3 clusters Score -3291222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -3291239.250000 Penalty: 5232.326660
	Iteration 26Q: 3 clusters Score -3291239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -3291248.750000 Penalty: 5232.326660
	Iteration 27Q: 3 clusters Score -3291249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3291245.250000 Penalty: 5232.326660
	Iteration 28Q: 3 clusters Score -3291245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -3291260.500000 Penalty: 5232.326660
	Iteration 29Q: 3 clusters Score -3291260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -3291267.500000 Penalty: 5232.326660
	Iteration 30Q: 3 clusters Score -3291268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -3291272.750000 Penalty: 5232.326660
	Iteration 31Q: 3 clusters Score -3291273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -3291293.750000 Penalty: 5232.326660
	Iteration 32Q: 3 clusters Score -3291294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -3291292.000000 Penalty: 5232.326660
	Iteration 33Q: 3 clusters Score -3291292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -3291294.000000 Penalty: 5232.326660
	Iteration 34Q: 3 clusters Score -3291294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -3291294.500000 Penalty: 5232.326660
	Iteration 35Q: 3 clusters Score -3291294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -3291302.750000 Penalty: 5232.326660
	Iteration 36Q: 3 clusters Score -3291303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -3291309.750000 Penalty: 5232.326660
	Iteration 37Q: 3 clusters Score -3291310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -3291317.250000 Penalty: 5232.326660
	Iteration 38Q: 3 clusters Score -3291317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -3291331.250000 Penalty: 5232.326660
	Iteration 39Q: 3 clusters Score -3291331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3291333.750000 Penalty: 5232.326660
	Iteration 40F: 3 clusters Score -3291334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -3291331.000000 Penalty: 5232.326660
	Iteration 41Q: 3 clusters Score -3291331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -3291342.500000 Penalty: 5232.326660
	Iteration 42Q: 3 clusters Score -3291342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -3291340.000000 Penalty: 5232.326660
	Iteration 43Q: 3 clusters Score -3291340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -3291367.000000 Penalty: 5232.326660
	Iteration 44Q: 3 clusters Score -3291367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -3291372.750000 Penalty: 5232.326660
	Iteration 45Q: 3 clusters Score -3291373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -3291393.750000 Penalty: 5232.326660
	Iteration 46Q: 3 clusters Score -3291394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -3291403.000000 Penalty: 5232.326660
	Iteration 47Q: 3 clusters Score -3291403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -3291404.750000 Penalty: 5232.326660
	Iteration 48Q: 3 clusters Score -3291405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -3291410.250000 Penalty: 5232.326660
	Iteration 49Q: 3 clusters Score -3291410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -3291414.250000 Penalty: 5232.326660
	Iteration 50Q: 3 clusters Score -3291414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -3291410.500000 Penalty: 5232.326660
	Iteration 51Q: 3 clusters Score -3291410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -3291412.000000 Penalty: 5232.326660
	Iteration 52Q: 3 clusters Score -3291412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -3291413.500000 Penalty: 5232.326660
	Iteration 53Q: 3 clusters Score -3291414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -3291410.250000 Penalty: 5232.326660
	Iteration 54Q: 3 clusters Score -3291410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -3291412.000000 Penalty: 5232.326660
	Iteration 55Q: 3 clusters Score -3291412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -3291412.500000 Penalty: 5232.326660
	Iteration 56Q: 3 clusters Score -3291412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -3291418.250000 Penalty: 5232.326660
	Iteration 57Q: 3 clusters Score -3291418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -3291423.000000 Penalty: 5232.326660
	Iteration 58Q: 3 clusters Score -3291423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -3291427.250000 Penalty: 5232.326660
	Iteration 59Q: 3 clusters Score -3291427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -3291423.500000 Penalty: 5232.326660
	Iteration 60F: 3 clusters Score -3291424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -3291427.500000 Penalty: 5232.326660
	Iteration 61Q: 3 clusters Score -3291428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -3291433.500000 Penalty: 5232.326660
	Iteration 62Q: 3 clusters Score -3291434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -3291438.750000 Penalty: 5232.326660
	Iteration 63Q: 3 clusters Score -3291439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -3291444.500000 Penalty: 5232.326660
	Iteration 64Q: 3 clusters Score -3291444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -3291449.750000 Penalty: 5232.326660
	Iteration 65Q: 3 clusters Score -3291450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -3291452.750000 Penalty: 5232.326660
	Iteration 66Q: 3 clusters Score -3291453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -3291447.750000 Penalty: 5232.326660
	Iteration 67Q: 3 clusters Score -3291448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -3291456.250000 Penalty: 5232.326660
	Iteration 68Q: 3 clusters Score -3291456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -3291453.000000 Penalty: 5232.326660
	Iteration 69Q: 3 clusters Score -3291453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -3291451.500000 Penalty: 5232.326660
	Iteration 70Q: 3 clusters Score -3291452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -3291454.250000 Penalty: 5232.326660
	Iteration 71Q: 3 clusters Score -3291454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -3291458.500000 Penalty: 5232.326660
	Iteration 72Q: 3 clusters Score -3291458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -3291456.250000 Penalty: 5232.326660
	Iteration 73Q: 3 clusters Score -3291456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -3291458.000000 Penalty: 5232.326660
	Iteration 74Q: 3 clusters Score -3291458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -3291453.750000 Penalty: 5232.326660
	Iteration 75Q: 3 clusters Score -3291454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -3291457.750000 Penalty: 5232.326660
	Iteration 76Q: 3 clusters Score -3291458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -3291454.250000 Penalty: 5232.326660
	Iteration 77Q: 3 clusters Score -3291454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -3291457.000000 Penalty: 5232.326660
	Iteration 78Q: 3 clusters Score -3291457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -3291464.250000 Penalty: 5232.326660
	Iteration 79Q: 3 clusters Score -3291464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -3291471.250000 Penalty: 5232.326660
	Iteration 80F: 3 clusters Score -3291471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -3291479.500000 Penalty: 5232.326660
	Iteration 81Q: 3 clusters Score -3291480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -3291486.750000 Penalty: 5232.326660
	Iteration 82Q: 3 clusters Score -3291487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -3291486.500000 Penalty: 5232.326660
	Iteration 83Q: 3 clusters Score -3291486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -3291485.750000 Penalty: 5232.326660
	Iteration 84Q: 3 clusters Score -3291486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -3291489.000000 Penalty: 5232.326660
	Iteration 85Q: 3 clusters Score -3291489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -3291488.500000 Penalty: 5232.326660
	Iteration 86Q: 3 clusters Score -3291488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -3291497.750000 Penalty: 5232.326660
	Iteration 87Q: 3 clusters Score -3291498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -3291506.250000 Penalty: 5232.326660
	Iteration 88Q: 3 clusters Score -3291506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -3291508.000000 Penalty: 5232.326660
	Iteration 89Q: 3 clusters Score -3291508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -3291513.000000 Penalty: 5232.326660
	Iteration 90Q: 3 clusters Score -3291513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -3291508.500000 Penalty: 5232.326660
	Iteration 91Q: 3 clusters Score -3291508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -3291514.250000 Penalty: 5232.326660
	Iteration 92Q: 3 clusters Score -3291514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -3291520.250000 Penalty: 5232.326660
	Iteration 93Q: 3 clusters Score -3291520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -3291518.000000 Penalty: 5232.326660
	Iteration 94Q: 3 clusters Score -3291518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3291517.750000 Penalty: 5232.326660
	Iteration 95Q: 3 clusters Score -3291518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -3291527.500000 Penalty: 5232.326660
	Iteration 96Q: 3 clusters Score -3291528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -3291519.750000 Penalty: 5232.326660
	Iteration 97Q: 3 clusters Score -3291520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -3291526.500000 Penalty: 5232.326660
	Iteration 98Q: 3 clusters Score -3291526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3291523.000000 Penalty: 5232.326660
	Iteration 99Q: 3 clusters Score -3291523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -3291525.750000 Penalty: 5232.326660
	Iteration 100F: 3 clusters Score -3291526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Entering Unmasked Estep 
Score: -342106.843750 Penalty: 2054.807129
	Iteration 0F: 2 clusters Score -342106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -338233.000000 Penalty: 4109.614258
	Iteration 0F: 3 clusters Score -338233 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -339117.562500 Penalty: 4109.614258
	Iteration 1F: 3 clusters Score -339117.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -339297.593750 Penalty: 4109.614258
	Iteration 2F: 3 clusters Score -339297.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -339400.843750 Penalty: 4109.614258
	Iteration 3Q: 3 clusters Score -339400.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -339474.843750 Penalty: 4109.614258
	Iteration 4Q: 3 clusters Score -339474.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -339526.812500 Penalty: 4109.614258
	Iteration 5Q: 3 clusters Score -339526.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -339582.312500 Penalty: 4109.614258
	Iteration 6Q: 3 clusters Score -339582.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -339641.625000 Penalty: 4109.614258
	Iteration 7Q: 3 clusters Score -339641.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -339703.312500 Penalty: 4109.614258
	Iteration 8Q: 3 clusters Score -339703.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -339771.781250 Penalty: 4109.614258
	Iteration 9Q: 3 clusters Score -339771.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -339869.281250 Penalty: 4109.614258
	Iteration 10Q: 3 clusters Score -339869.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -339984.312500 Penalty: 4109.614258
	Iteration 11Q: 3 clusters Score -339984.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -340095.843750 Penalty: 4109.614258
	Iteration 12Q: 3 clusters Score -340095.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -340209.500000 Penalty: 4109.614258
	Iteration 13Q: 3 clusters Score -340209.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -340310.562500 Penalty: 4109.614258
	Iteration 14Q: 3 clusters Score -340310.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -340413.000000 Penalty: 4109.614258
	Iteration 15Q: 3 clusters Score -340413 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -340509.062500 Penalty: 4109.614258
	Iteration 16Q: 3 clusters Score -340509.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -340585.125000 Penalty: 4109.614258
	Iteration 17Q: 3 clusters Score -340585.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -340659.000000 Penalty: 4109.614258
	Iteration 18Q: 3 clusters Score -340659 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -340719.843750 Penalty: 4109.614258
	Iteration 19Q: 3 clusters Score -340719.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -340763.312500 Penalty: 4109.614258
	Iteration 20F: 3 clusters Score -340763.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -340784.968750 Penalty: 4109.614258
	Iteration 21Q: 3 clusters Score -340785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -340797.000000 Penalty: 4109.614258
	Iteration 22Q: 3 clusters Score -340797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -340808.031250 Penalty: 4109.614258
	Iteration 23Q: 3 clusters Score -340808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -340816.906250 Penalty: 4109.614258
	Iteration 24Q: 3 clusters Score -340816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -340821.437500 Penalty: 4109.614258
	Iteration 25Q: 3 clusters Score -340821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -340826.875000 Penalty: 4109.614258
	Iteration 26Q: 3 clusters Score -340826.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -340829.906250 Penalty: 4109.614258
	Iteration 27Q: 3 clusters Score -340829.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -340833.937500 Penalty: 4109.614258
	Iteration 28Q: 3 clusters Score -340833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -340835.031250 Penalty: 4109.614258
	Iteration 29Q: 3 clusters Score -340835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -340835.031250 Penalty: 4109.614258
	Iteration 30F: 3 clusters Score -340835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Entering Unmasked Estep 
Score: -1128968.125000 Penalty: 2360.839844
	Iteration 0F: 2 clusters Score -1128968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1119005.125000 Penalty: 4721.679688
	Iteration 0F: 3 clusters Score -1119005 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1122105.375000 Penalty: 4721.679688
	Iteration 1F: 3 clusters Score -1122105 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1122414.000000 Penalty: 4721.679688
	Iteration 2F: 3 clusters Score -1122414 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1122668.875000 Penalty: 4721.679688
	Iteration 3Q: 3 clusters Score -1122669 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1122880.875000 Penalty: 4721.679688
	Iteration 4Q: 3 clusters Score -1122881 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1123099.500000 Penalty: 4721.679688
	Iteration 5Q: 3 clusters Score -1123100 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1123323.750000 Penalty: 4721.679688
	Iteration 6Q: 3 clusters Score -1123324 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1123570.250000 Penalty: 4721.679688
	Iteration 7Q: 3 clusters Score -1123570 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1123840.750000 Penalty: 4721.679688
	Iteration 8Q: 3 clusters Score -1123841 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1124163.125000 Penalty: 4721.679688
	Iteration 9Q: 3 clusters Score -1124163 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1124497.625000 Penalty: 4721.679688
	Iteration 10Q: 3 clusters Score -1124498 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1124862.625000 Penalty: 4721.679688
	Iteration 11Q: 3 clusters Score -1124863 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1125231.125000 Penalty: 4721.679688
	Iteration 12Q: 3 clusters Score -1125231 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1125564.000000 Penalty: 4721.679688
	Iteration 13Q: 3 clusters Score -1125564 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1125789.625000 Penalty: 4721.679688
	Iteration 14Q: 3 clusters Score -1125790 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1125922.625000 Penalty: 4721.679688
	Iteration 15Q: 3 clusters Score -1125923 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1126012.000000 Penalty: 4721.679688
	Iteration 16Q: 3 clusters Score -1126012 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1126073.625000 Penalty: 4721.679688
	Iteration 17Q: 3 clusters Score -1126074 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1126126.625000 Penalty: 4721.679688
	Iteration 18Q: 3 clusters Score -1126127 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1126169.750000 Penalty: 4721.679688
	Iteration 19Q: 3 clusters Score -1126170 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1126209.375000 Penalty: 4721.679688
	Iteration 20F: 3 clusters Score -1126209 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1126238.125000 Penalty: 4721.679688
	Iteration 21Q: 3 clusters Score -1126238 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1126255.125000 Penalty: 4721.679688
	Iteration 22Q: 3 clusters Score -1126255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1126275.125000 Penalty: 4721.679688
	Iteration 23Q: 3 clusters Score -1126275 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1126297.500000 Penalty: 4721.679688
	Iteration 24Q: 3 clusters Score -1126298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1126326.875000 Penalty: 4721.679688
	Iteration 25Q: 3 clusters Score -1126327 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1126342.500000 Penalty: 4721.679688
	Iteration 26Q: 3 clusters Score -1126342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1126368.375000 Penalty: 4721.679688
	Iteration 27Q: 3 clusters Score -1126368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1126387.250000 Penalty: 4721.679688
	Iteration 28Q: 3 clusters Score -1126387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1126398.125000 Penalty: 4721.679688
	Iteration 29Q: 3 clusters Score -1126398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1126414.125000 Penalty: 4721.679688
	Iteration 30Q: 3 clusters Score -1126414 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1126430.750000 Penalty: 4721.679688
	Iteration 31Q: 3 clusters Score -1126431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1126440.625000 Penalty: 4721.679688
	Iteration 32Q: 3 clusters Score -1126441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1126449.500000 Penalty: 4721.679688
	Iteration 33Q: 3 clusters Score -1126450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1126457.375000 Penalty: 4721.679688
	Iteration 34Q: 3 clusters Score -1126457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1126462.500000 Penalty: 4721.679688
	Iteration 35Q: 3 clusters Score -1126462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1126469.625000 Penalty: 4721.679688
	Iteration 36Q: 3 clusters Score -1126470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1126477.875000 Penalty: 4721.679688
	Iteration 37Q: 3 clusters Score -1126478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1126480.875000 Penalty: 4721.679688
	Iteration 38Q: 3 clusters Score -1126481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1126487.500000 Penalty: 4721.679688
	Iteration 39Q: 3 clusters Score -1126488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1126496.875000 Penalty: 4721.679688
	Iteration 40F: 3 clusters Score -1126497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1126500.875000 Penalty: 4721.679688
	Iteration 41Q: 3 clusters Score -1126501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1126509.125000 Penalty: 4721.679688
	Iteration 42Q: 3 clusters Score -1126509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1126517.375000 Penalty: 4721.679688
	Iteration 43Q: 3 clusters Score -1126517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1126523.000000 Penalty: 4721.679688
	Iteration 44Q: 3 clusters Score -1126523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1126529.375000 Penalty: 4721.679688
	Iteration 45Q: 3 clusters Score -1126529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1126535.000000 Penalty: 4721.679688
	Iteration 46Q: 3 clusters Score -1126535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1126539.000000 Penalty: 4721.679688
	Iteration 47Q: 3 clusters Score -1126539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1126540.500000 Penalty: 4721.679688
	Iteration 48Q: 3 clusters Score -1126540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1126546.875000 Penalty: 4721.679688
	Iteration 49Q: 3 clusters Score -1126547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1126551.125000 Penalty: 4721.679688
	Iteration 50Q: 3 clusters Score -1126551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1126556.750000 Penalty: 4721.679688
	Iteration 51Q: 3 clusters Score -1126557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1126568.750000 Penalty: 4721.679688
	Iteration 52Q: 3 clusters Score -1126569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1126577.250000 Penalty: 4721.679688
	Iteration 53Q: 3 clusters Score -1126577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1126587.500000 Penalty: 4721.679688
	Iteration 54Q: 3 clusters Score -1126588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1126593.875000 Penalty: 4721.679688
	Iteration 55Q: 3 clusters Score -1126594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1126605.875000 Penalty: 4721.679688
	Iteration 56Q: 3 clusters Score -1126606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1126620.000000 Penalty: 4721.679688
	Iteration 57Q: 3 clusters Score -1126620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1126630.625000 Penalty: 4721.679688
	Iteration 58Q: 3 clusters Score -1126631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1126646.125000 Penalty: 4721.679688
	Iteration 59Q: 3 clusters Score -1126646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1126663.750000 Penalty: 4721.679688
	Iteration 60F: 3 clusters Score -1126664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1126675.000000 Penalty: 4721.679688
	Iteration 61Q: 3 clusters Score -1126675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1126689.875000 Penalty: 4721.679688
	Iteration 62Q: 3 clusters Score -1126690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1126704.250000 Penalty: 4721.679688
	Iteration 63Q: 3 clusters Score -1126704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1126711.000000 Penalty: 4721.679688
	Iteration 64Q: 3 clusters Score -1126711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1126723.875000 Penalty: 4721.679688
	Iteration 65Q: 3 clusters Score -1126724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1126734.750000 Penalty: 4721.679688
	Iteration 66Q: 3 clusters Score -1126735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1126743.250000 Penalty: 4721.679688
	Iteration 67Q: 3 clusters Score -1126743 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1126757.000000 Penalty: 4721.679688
	Iteration 68Q: 3 clusters Score -1126757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1126779.625000 Penalty: 4721.679688
	Iteration 69Q: 3 clusters Score -1126780 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1126792.625000 Penalty: 4721.679688
	Iteration 70Q: 3 clusters Score -1126793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1126806.125000 Penalty: 4721.679688
	Iteration 71Q: 3 clusters Score -1126806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1126820.375000 Penalty: 4721.679688
	Iteration 72Q: 3 clusters Score -1126820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1126831.500000 Penalty: 4721.679688
	Iteration 73Q: 3 clusters Score -1126832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1126838.750000 Penalty: 4721.679688
	Iteration 74Q: 3 clusters Score -1126839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1126850.375000 Penalty: 4721.679688
	Iteration 75Q: 3 clusters Score -1126850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1126865.250000 Penalty: 4721.679688
	Iteration 76Q: 3 clusters Score -1126865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1126867.875000 Penalty: 4721.679688
	Iteration 77Q: 3 clusters Score -1126868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1126875.875000 Penalty: 4721.679688
	Iteration 78Q: 3 clusters Score -1126876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1126881.125000 Penalty: 4721.679688
	Iteration 79Q: 3 clusters Score -1126881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1126889.500000 Penalty: 4721.679688
	Iteration 80F: 3 clusters Score -1126890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1126895.875000 Penalty: 4721.679688
	Iteration 81Q: 3 clusters Score -1126896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1126898.500000 Penalty: 4721.679688
	Iteration 82Q: 3 clusters Score -1126898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1126903.750000 Penalty: 4721.679688
	Iteration 83Q: 3 clusters Score -1126904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1126913.625000 Penalty: 4721.679688
	Iteration 84Q: 3 clusters Score -1126914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1126915.500000 Penalty: 4721.679688
	Iteration 85Q: 3 clusters Score -1126916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1126921.000000 Penalty: 4721.679688
	Iteration 86Q: 3 clusters Score -1126921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1126927.625000 Penalty: 4721.679688
	Iteration 87Q: 3 clusters Score -1126928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1126926.125000 Penalty: 4721.679688
	Iteration 88Q: 3 clusters Score -1126926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1126928.750000 Penalty: 4721.679688
	Iteration 89Q: 3 clusters Score -1126929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1126935.875000 Penalty: 4721.679688
	Iteration 90Q: 3 clusters Score -1126936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1126940.125000 Penalty: 4721.679688
	Iteration 91Q: 3 clusters Score -1126940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1126941.375000 Penalty: 4721.679688
	Iteration 92Q: 3 clusters Score -1126941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1126943.250000 Penalty: 4721.679688
	Iteration 93Q: 3 clusters Score -1126943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1126946.125000 Penalty: 4721.679688
	Iteration 94Q: 3 clusters Score -1126946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1126950.250000 Penalty: 4721.679688
	Iteration 95Q: 3 clusters Score -1126950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1126950.625000 Penalty: 4721.679688
	Iteration 96Q: 3 clusters Score -1126951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1126956.625000 Penalty: 4721.679688
	Iteration 97Q: 3 clusters Score -1126957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1126960.500000 Penalty: 4721.679688
	Iteration 98Q: 3 clusters Score -1126960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1126965.250000 Penalty: 4721.679688
	Iteration 99Q: 3 clusters Score -1126965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1126973.000000 Penalty: 4721.679688
	Iteration 100F: 3 clusters Score -1126973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1126975.625000 Penalty: 4721.679688
	Iteration 101Q: 3 clusters Score -1126976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1126980.875000 Penalty: 4721.679688
	Iteration 102Q: 3 clusters Score -1126981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1126984.375000 Penalty: 4721.679688
	Iteration 103Q: 3 clusters Score -1126984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1126986.750000 Penalty: 4721.679688
	Iteration 104Q: 3 clusters Score -1126987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1126993.375000 Penalty: 4721.679688
	Iteration 105Q: 3 clusters Score -1126993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1126991.625000 Penalty: 4721.679688
	Iteration 106Q: 3 clusters Score -1126992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1126998.500000 Penalty: 4721.679688
	Iteration 107Q: 3 clusters Score -1126998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1127001.125000 Penalty: 4721.679688
	Iteration 108Q: 3 clusters Score -1127001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1127006.875000 Penalty: 4721.679688
	Iteration 109Q: 3 clusters Score -1127007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1127007.625000 Penalty: 4721.679688
	Iteration 110Q: 3 clusters Score -1127008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1127008.625000 Penalty: 4721.679688
	Iteration 111Q: 3 clusters Score -1127009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1127016.000000 Penalty: 4721.679688
	Iteration 112Q: 3 clusters Score -1127016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1127014.750000 Penalty: 4721.679688
	Iteration 113Q: 3 clusters Score -1127015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1127016.750000 Penalty: 4721.679688
	Iteration 114Q: 3 clusters Score -1127017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1127017.125000 Penalty: 4721.679688
	Iteration 115Q: 3 clusters Score -1127017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1127018.625000 Penalty: 4721.679688
	Iteration 116Q: 3 clusters Score -1127019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1127021.500000 Penalty: 4721.679688
	Iteration 117Q: 3 clusters Score -1127022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1127021.875000 Penalty: 4721.679688
	Iteration 118Q: 3 clusters Score -1127022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1127023.125000 Penalty: 4721.679688
	Iteration 119Q: 3 clusters Score -1127023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1127027.125000 Penalty: 4721.679688
	Iteration 120F: 3 clusters Score -1127027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1127025.375000 Penalty: 4721.679688
	Iteration 121Q: 3 clusters Score -1127025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1127029.250000 Penalty: 4721.679688
	Iteration 122Q: 3 clusters Score -1127029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1127032.750000 Penalty: 4721.679688
	Iteration 123Q: 3 clusters Score -1127033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1127035.250000 Penalty: 4721.679688
	Iteration 124Q: 3 clusters Score -1127035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1127034.750000 Penalty: 4721.679688
	Iteration 125Q: 3 clusters Score -1127035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1127035.500000 Penalty: 4721.679688
	Iteration 126Q: 3 clusters Score -1127036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1127036.500000 Penalty: 4721.679688
	Iteration 127Q: 3 clusters Score -1127036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1127037.875000 Penalty: 4721.679688
	Iteration 128Q: 3 clusters Score -1127038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1127038.875000 Penalty: 4721.679688
	Iteration 129Q: 3 clusters Score -1127039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1127039.500000 Penalty: 4721.679688
	Iteration 130Q: 3 clusters Score -1127040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1127040.625000 Penalty: 4721.679688
	Iteration 131Q: 3 clusters Score -1127041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1127040.750000 Penalty: 4721.679688
	Iteration 132Q: 3 clusters Score -1127041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1127040.125000 Penalty: 4721.679688
	Iteration 133Q: 3 clusters Score -1127040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1127045.250000 Penalty: 4721.679688
	Iteration 134Q: 3 clusters Score -1127045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1127044.000000 Penalty: 4721.679688
	Iteration 135Q: 3 clusters Score -1127044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1127046.125000 Penalty: 4721.679688
	Iteration 136Q: 3 clusters Score -1127046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1127044.875000 Penalty: 4721.679688
	Iteration 137Q: 3 clusters Score -1127045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1127045.500000 Penalty: 4721.679688
	Iteration 138Q: 3 clusters Score -1127046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1127045.375000 Penalty: 4721.679688
	Iteration 139Q: 3 clusters Score -1127045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1127047.250000 Penalty: 4721.679688
	Iteration 140F: 3 clusters Score -1127047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1127049.625000 Penalty: 4721.679688
	Iteration 141Q: 3 clusters Score -1127050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1127049.250000 Penalty: 4721.679688
	Iteration 142Q: 3 clusters Score -1127049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1127049.250000 Penalty: 4721.679688
	Iteration 143Q: 3 clusters Score -1127049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1127050.750000 Penalty: 4721.679688
	Iteration 144Q: 3 clusters Score -1127051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1127050.250000 Penalty: 4721.679688
	Iteration 145Q: 3 clusters Score -1127050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1127049.875000 Penalty: 4721.679688
	Iteration 146Q: 3 clusters Score -1127050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1127051.125000 Penalty: 4721.679688
	Iteration 147Q: 3 clusters Score -1127051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1127053.875000 Penalty: 4721.679688
	Iteration 148Q: 3 clusters Score -1127054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1127054.250000 Penalty: 4721.679688
	Iteration 149Q: 3 clusters Score -1127054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1127053.125000 Penalty: 4721.679688
	Iteration 150Q: 3 clusters Score -1127053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1127053.875000 Penalty: 4721.679688
	Iteration 151Q: 3 clusters Score -1127054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1127054.000000 Penalty: 4721.679688
	Iteration 152Q: 3 clusters Score -1127054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1127054.000000 Penalty: 4721.679688
	Iteration 153F: 3 clusters Score -1127054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Entering Unmasked Estep 
Score: -10115177.000000 Penalty: 2896.706543
	Iteration 0F: 2 clusters Score -1.011518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -10035974.000000 Penalty: 5793.413086
	Iteration 0F: 3 clusters Score -1.003597e+07 nChanged 56174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -10068867.000000 Penalty: 5793.413086
	Iteration 1F: 3 clusters Score -1.006887e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -10070669.000000 Penalty: 5793.413086
	Iteration 2Q: 3 clusters Score -1.007067e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -10073477.000000 Penalty: 5793.413086
	Iteration 3Q: 3 clusters Score -1.007348e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -10077370.000000 Penalty: 5793.413086
	Iteration 4F: 3 clusters Score -1.007737e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -10082819.000000 Penalty: 5793.413086
	Iteration 5F: 3 clusters Score -1.008282e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -10089143.000000 Penalty: 5793.413086
	Iteration 6F: 3 clusters Score -1.008914e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -10095281.000000 Penalty: 5793.413086
	Iteration 7F: 3 clusters Score -1.009528e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -10100583.000000 Penalty: 5793.413086
	Iteration 8F: 3 clusters Score -1.010058e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87678 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -10104700.000000 Penalty: 5793.413086
	Iteration 9Q: 3 clusters Score -1.01047e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -10108189.000000 Penalty: 5793.413086
	Iteration 10Q: 3 clusters Score -1.010819e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -10111113.000000 Penalty: 5793.413086
	Iteration 11Q: 3 clusters Score -1.011111e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -10113248.000000 Penalty: 5793.413086
	Iteration 12Q: 3 clusters Score -1.011325e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -10114663.000000 Penalty: 5793.413086
	Iteration 13Q: 3 clusters Score -1.011466e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -10115812.000000 Penalty: 5793.413086
	Iteration 14Q: 3 clusters Score -1.011581e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -10116515.000000 Penalty: 5793.413086
	Iteration 15Q: 3 clusters Score -1.011652e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -10117022.000000 Penalty: 5793.413086
	Iteration 16Q: 3 clusters Score -1.011702e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -10117236.000000 Penalty: 5793.413086
	Iteration 17Q: 3 clusters Score -1.011724e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110210 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -10117432.000000 Penalty: 5793.413086
	Iteration 18Q: 3 clusters Score -1.011743e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110703 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -10117550.000000 Penalty: 5793.413086
	Iteration 19Q: 3 clusters Score -1.011755e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -10117594.000000 Penalty: 5793.413086
	Iteration 20F: 3 clusters Score -1.011759e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -10117624.000000 Penalty: 5793.413086
	Iteration 21Q: 3 clusters Score -1.011762e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -10117685.000000 Penalty: 5793.413086
	Iteration 22Q: 3 clusters Score -1.011768e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -10117712.000000 Penalty: 5793.413086
	Iteration 23Q: 3 clusters Score -1.011771e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111794 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -10117732.000000 Penalty: 5793.413086
	Iteration 24Q: 3 clusters Score -1.011773e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111877 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -10117732.000000 Penalty: 5793.413086
	Iteration 25Q: 3 clusters Score -1.011773e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111937 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -10117740.000000 Penalty: 5793.413086
	Iteration 26Q: 3 clusters Score -1.011774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -10117724.000000 Penalty: 5793.413086
	Iteration 27Q: 3 clusters Score -1.011772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -10117733.000000 Penalty: 5793.413086
	Iteration 28Q: 3 clusters Score -1.011773e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -10117740.000000 Penalty: 5793.413086
	Iteration 29Q: 3 clusters Score -1.011774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112033 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -10117751.000000 Penalty: 5793.413086
	Iteration 30Q: 3 clusters Score -1.011775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112051 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -10117741.000000 Penalty: 5793.413086
	Iteration 31Q: 3 clusters Score -1.011774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -10117740.000000 Penalty: 5793.413086
	Iteration 32Q: 3 clusters Score -1.011774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -10117735.000000 Penalty: 5793.413086
	Iteration 33Q: 3 clusters Score -1.011774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112085 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -10117743.000000 Penalty: 5793.413086
	Iteration 34Q: 3 clusters Score -1.011774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112095 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -10117732.000000 Penalty: 5793.413086
	Iteration 35Q: 3 clusters Score -1.011773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112101 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -10117734.000000 Penalty: 5793.413086
	Iteration 36Q: 3 clusters Score -1.011773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112109 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -10117747.000000 Penalty: 5793.413086
	Iteration 37Q: 3 clusters Score -1.011775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -10117739.000000 Penalty: 5793.413086
	Iteration 38Q: 3 clusters Score -1.011774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -10117736.000000 Penalty: 5793.413086
	Iteration 39Q: 3 clusters Score -1.011774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -10117741.000000 Penalty: 5793.413086
	Iteration 40F: 3 clusters Score -1.011774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112132 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -10117736.000000 Penalty: 5793.413086
	Iteration 41Q: 3 clusters Score -1.011774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112137 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -10117739.000000 Penalty: 5793.413086
	Iteration 42Q: 3 clusters Score -1.011774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112140 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -10117744.000000 Penalty: 5793.413086
	Iteration 43Q: 3 clusters Score -1.011774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112143 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -10117740.000000 Penalty: 5793.413086
	Iteration 44Q: 3 clusters Score -1.011774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112146 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -10117741.000000 Penalty: 5793.413086
	Iteration 45Q: 3 clusters Score -1.011774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -10117741.000000 Penalty: 5793.413086
	Iteration 46Q: 3 clusters Score -1.011774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112153 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -10117744.000000 Penalty: 5793.413086
	Iteration 47Q: 3 clusters Score -1.011774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -10117738.000000 Penalty: 5793.413086
	Iteration 48Q: 3 clusters Score -1.011774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112158 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -10117736.000000 Penalty: 5793.413086
	Iteration 49Q: 3 clusters Score -1.011774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -10117736.000000 Penalty: 5793.413086
	Iteration 50Q: 3 clusters Score -1.011774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -10117739.000000 Penalty: 5793.413086
	Iteration 51Q: 3 clusters Score -1.011774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -10117736.000000 Penalty: 5793.413086
	Iteration 52Q: 3 clusters Score -1.011774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112171 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -10117739.000000 Penalty: 5793.413086
	Iteration 53Q: 3 clusters Score -1.011774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112174 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -10117734.000000 Penalty: 5793.413086
	Iteration 54Q: 3 clusters Score -1.011773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112176 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -10117743.000000 Penalty: 5793.413086
	Iteration 55Q: 3 clusters Score -1.011774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -10117749.000000 Penalty: 5793.413086
	Iteration 56Q: 3 clusters Score -1.011775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112179 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -10117747.000000 Penalty: 5793.413086
	Iteration 57Q: 3 clusters Score -1.011775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112180 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -10117744.000000 Penalty: 5793.413086
	Iteration 58Q: 3 clusters Score -1.011774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112182 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -10117735.000000 Penalty: 5793.413086
	Iteration 59Q: 3 clusters Score -1.011774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112183 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -10117737.000000 Penalty: 5793.413086
	Iteration 60F: 3 clusters Score -1.011774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112185 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -10117734.000000 Penalty: 5793.413086
	Iteration 61Q: 3 clusters Score -1.011773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -10117730.000000 Penalty: 5793.413086
	Iteration 62Q: 3 clusters Score -1.011773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -10117733.000000 Penalty: 5793.413086
	Iteration 63Q: 3 clusters Score -1.011773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -10117733.000000 Penalty: 5793.413086
	Iteration 64F: 3 clusters Score -1.011773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 17055 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35350 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 9987 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 25283 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 38141 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 13623 members 
Mstep: Class 20 contains 112189 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 9275 members 
Mstep: Class 25 contains 12053 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 9425 members 
Mstep: Class 28 contains 14027 members 
Mstep: Class 29 contains 14981 members 
Mstep: Class 30 contains 21945 members 
Mstep: Class 31 contains 6027 members 
Entering Unmasked Estep 
Score: -38169992.000000 Penalty: 100329.578125
Splitting cluster 20 changes total score from -38132224.000000 to -38169992.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (6073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Entering Unmasked Estep 
Score: -458266.281250 Penalty: 2160.478760
	Iteration 0F: 2 clusters Score -458266.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -453070.812500 Penalty: 4320.957520
	Iteration 0F: 3 clusters Score -453070.8 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -454416.718750 Penalty: 4320.957520
	Iteration 1F: 3 clusters Score -454416.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -454673.968750 Penalty: 4320.957520
	Iteration 2F: 3 clusters Score -454674 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -454851.750000 Penalty: 4320.957520
	Iteration 3F: 3 clusters Score -454851.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -454960.031250 Penalty: 4320.957520
	Iteration 4Q: 3 clusters Score -454960 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -455034.031250 Penalty: 4320.957520
	Iteration 5Q: 3 clusters Score -455034 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -455098.375000 Penalty: 4320.957520
	Iteration 6Q: 3 clusters Score -455098.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -455156.781250 Penalty: 4320.957520
	Iteration 7Q: 3 clusters Score -455156.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -455207.156250 Penalty: 4320.957520
	Iteration 8Q: 3 clusters Score -455207.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -455252.500000 Penalty: 4320.957520
	Iteration 9Q: 3 clusters Score -455252.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -455296.906250 Penalty: 4320.957520
	Iteration 10Q: 3 clusters Score -455296.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -455339.312500 Penalty: 4320.957520
	Iteration 11Q: 3 clusters Score -455339.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -455377.562500 Penalty: 4320.957520
	Iteration 12Q: 3 clusters Score -455377.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -455400.875000 Penalty: 4320.957520
	Iteration 13Q: 3 clusters Score -455400.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -455425.250000 Penalty: 4320.957520
	Iteration 14Q: 3 clusters Score -455425.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -455445.406250 Penalty: 4320.957520
	Iteration 15Q: 3 clusters Score -455445.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -455462.625000 Penalty: 4320.957520
	Iteration 16Q: 3 clusters Score -455462.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -455475.156250 Penalty: 4320.957520
	Iteration 17Q: 3 clusters Score -455475.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -455488.812500 Penalty: 4320.957520
	Iteration 18Q: 3 clusters Score -455488.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -455502.718750 Penalty: 4320.957520
	Iteration 19Q: 3 clusters Score -455502.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -455517.000000 Penalty: 4320.957520
	Iteration 20F: 3 clusters Score -455517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -455531.500000 Penalty: 4320.957520
	Iteration 21Q: 3 clusters Score -455531.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -455540.281250 Penalty: 4320.957520
	Iteration 22Q: 3 clusters Score -455540.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -455552.437500 Penalty: 4320.957520
	Iteration 23Q: 3 clusters Score -455552.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -455565.875000 Penalty: 4320.957520
	Iteration 24Q: 3 clusters Score -455565.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -455580.687500 Penalty: 4320.957520
	Iteration 25Q: 3 clusters Score -455580.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -455594.687500 Penalty: 4320.957520
	Iteration 26Q: 3 clusters Score -455594.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -455609.031250 Penalty: 4320.957520
	Iteration 27Q: 3 clusters Score -455609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -455622.187500 Penalty: 4320.957520
	Iteration 28Q: 3 clusters Score -455622.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -455632.437500 Penalty: 4320.957520
	Iteration 29Q: 3 clusters Score -455632.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -455641.468750 Penalty: 4320.957520
	Iteration 30Q: 3 clusters Score -455641.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -455651.093750 Penalty: 4320.957520
	Iteration 31Q: 3 clusters Score -455651.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -455663.062500 Penalty: 4320.957520
	Iteration 32Q: 3 clusters Score -455663.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -455676.031250 Penalty: 4320.957520
	Iteration 33Q: 3 clusters Score -455676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -455688.625000 Penalty: 4320.957520
	Iteration 34Q: 3 clusters Score -455688.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -455707.750000 Penalty: 4320.957520
	Iteration 35Q: 3 clusters Score -455707.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -455731.343750 Penalty: 4320.957520
	Iteration 36Q: 3 clusters Score -455731.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -455753.593750 Penalty: 4320.957520
	Iteration 37Q: 3 clusters Score -455753.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -455772.406250 Penalty: 4320.957520
	Iteration 38Q: 3 clusters Score -455772.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -455799.437500 Penalty: 4320.957520
	Iteration 39Q: 3 clusters Score -455799.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -455823.812500 Penalty: 4320.957520
	Iteration 40F: 3 clusters Score -455823.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -455853.906250 Penalty: 4320.957520
	Iteration 41Q: 3 clusters Score -455853.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -455890.000000 Penalty: 4320.957520
	Iteration 42Q: 3 clusters Score -455890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -455931.656250 Penalty: 4320.957520
	Iteration 43Q: 3 clusters Score -455931.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -455985.406250 Penalty: 4320.957520
	Iteration 44Q: 3 clusters Score -455985.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -456038.156250 Penalty: 4320.957520
	Iteration 45Q: 3 clusters Score -456038.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -456083.625000 Penalty: 4320.957520
	Iteration 46Q: 3 clusters Score -456083.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -456123.843750 Penalty: 4320.957520
	Iteration 47Q: 3 clusters Score -456123.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -456167.531250 Penalty: 4320.957520
	Iteration 48Q: 3 clusters Score -456167.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -456216.125000 Penalty: 4320.957520
	Iteration 49Q: 3 clusters Score -456216.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -456266.937500 Penalty: 4320.957520
	Iteration 50Q: 3 clusters Score -456266.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -456306.812500 Penalty: 4320.957520
	Iteration 51Q: 3 clusters Score -456306.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -456331.468750 Penalty: 4320.957520
	Iteration 52Q: 3 clusters Score -456331.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -456351.781250 Penalty: 4320.957520
	Iteration 53Q: 3 clusters Score -456351.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -456370.812500 Penalty: 4320.957520
	Iteration 54Q: 3 clusters Score -456370.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -456387.250000 Penalty: 4320.957520
	Iteration 55Q: 3 clusters Score -456387.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -456403.156250 Penalty: 4320.957520
	Iteration 56Q: 3 clusters Score -456403.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -456417.687500 Penalty: 4320.957520
	Iteration 57Q: 3 clusters Score -456417.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -456428.218750 Penalty: 4320.957520
	Iteration 58Q: 3 clusters Score -456428.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -456438.937500 Penalty: 4320.957520
	Iteration 59Q: 3 clusters Score -456438.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -456446.281250 Penalty: 4320.957520
	Iteration 60F: 3 clusters Score -456446.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -456453.968750 Penalty: 4320.957520
	Iteration 61Q: 3 clusters Score -456454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -456457.906250 Penalty: 4320.957520
	Iteration 62Q: 3 clusters Score -456457.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -456466.906250 Penalty: 4320.957520
	Iteration 63Q: 3 clusters Score -456466.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -456474.937500 Penalty: 4320.957520
	Iteration 64Q: 3 clusters Score -456474.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -456484.000000 Penalty: 4320.957520
	Iteration 65Q: 3 clusters Score -456484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -456495.781250 Penalty: 4320.957520
	Iteration 66Q: 3 clusters Score -456495.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -456510.875000 Penalty: 4320.957520
	Iteration 67Q: 3 clusters Score -456510.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -456520.218750 Penalty: 4320.957520
	Iteration 68Q: 3 clusters Score -456520.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -456525.531250 Penalty: 4320.957520
	Iteration 69Q: 3 clusters Score -456525.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -456534.312500 Penalty: 4320.957520
	Iteration 70Q: 3 clusters Score -456534.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -456544.375000 Penalty: 4320.957520
	Iteration 71Q: 3 clusters Score -456544.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -456552.312500 Penalty: 4320.957520
	Iteration 72Q: 3 clusters Score -456552.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -456562.343750 Penalty: 4320.957520
	Iteration 73Q: 3 clusters Score -456562.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -456571.625000 Penalty: 4320.957520
	Iteration 74Q: 3 clusters Score -456571.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -456577.687500 Penalty: 4320.957520
	Iteration 75Q: 3 clusters Score -456577.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -456584.968750 Penalty: 4320.957520
	Iteration 76Q: 3 clusters Score -456585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -456591.250000 Penalty: 4320.957520
	Iteration 77Q: 3 clusters Score -456591.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -456599.843750 Penalty: 4320.957520
	Iteration 78Q: 3 clusters Score -456599.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -456604.843750 Penalty: 4320.957520
	Iteration 79Q: 3 clusters Score -456604.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -456613.281250 Penalty: 4320.957520
	Iteration 80F: 3 clusters Score -456613.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -456616.937500 Penalty: 4320.957520
	Iteration 81Q: 3 clusters Score -456616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -456619.031250 Penalty: 4320.957520
	Iteration 82Q: 3 clusters Score -456619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -456620.812500 Penalty: 4320.957520
	Iteration 83Q: 3 clusters Score -456620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -456620.968750 Penalty: 4320.957520
	Iteration 84Q: 3 clusters Score -456621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -456623.156250 Penalty: 4320.957520
	Iteration 85Q: 3 clusters Score -456623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -456624.718750 Penalty: 4320.957520
	Iteration 86Q: 3 clusters Score -456624.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -456624.718750 Penalty: 4320.957520
	Iteration 87F: 3 clusters Score -456624.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Entering Unmasked Estep 
Score: -416153.281250 Penalty: 2100.272949
	Iteration 0F: 2 clusters Score -416153.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -411790.656250 Penalty: 4200.545898
	Iteration 0F: 3 clusters Score -411790.7 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -412865.000000 Penalty: 4200.545898
	Iteration 1F: 3 clusters Score -412865 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -413066.781250 Penalty: 4200.545898
	Iteration 2F: 3 clusters Score -413066.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -413205.531250 Penalty: 4200.545898
	Iteration 3F: 3 clusters Score -413205.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -413316.375000 Penalty: 4200.545898
	Iteration 4Q: 3 clusters Score -413316.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -413413.562500 Penalty: 4200.545898
	Iteration 5Q: 3 clusters Score -413413.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -413503.343750 Penalty: 4200.545898
	Iteration 6Q: 3 clusters Score -413503.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -413581.093750 Penalty: 4200.545898
	Iteration 7Q: 3 clusters Score -413581.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -413635.812500 Penalty: 4200.545898
	Iteration 8Q: 3 clusters Score -413635.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -413679.468750 Penalty: 4200.545898
	Iteration 9Q: 3 clusters Score -413679.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -413726.562500 Penalty: 4200.545898
	Iteration 10Q: 3 clusters Score -413726.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -413780.718750 Penalty: 4200.545898
	Iteration 11Q: 3 clusters Score -413780.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -413828.062500 Penalty: 4200.545898
	Iteration 12Q: 3 clusters Score -413828.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -413872.843750 Penalty: 4200.545898
	Iteration 13Q: 3 clusters Score -413872.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -413925.781250 Penalty: 4200.545898
	Iteration 14Q: 3 clusters Score -413925.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -413980.000000 Penalty: 4200.545898
	Iteration 15Q: 3 clusters Score -413980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -414026.937500 Penalty: 4200.545898
	Iteration 16Q: 3 clusters Score -414026.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -414074.218750 Penalty: 4200.545898
	Iteration 17Q: 3 clusters Score -414074.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -414112.562500 Penalty: 4200.545898
	Iteration 18Q: 3 clusters Score -414112.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -414146.000000 Penalty: 4200.545898
	Iteration 19Q: 3 clusters Score -414146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -414172.968750 Penalty: 4200.545898
	Iteration 20F: 3 clusters Score -414173 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -414201.437500 Penalty: 4200.545898
	Iteration 21Q: 3 clusters Score -414201.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -414219.062500 Penalty: 4200.545898
	Iteration 22Q: 3 clusters Score -414219.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -414236.125000 Penalty: 4200.545898
	Iteration 23Q: 3 clusters Score -414236.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -414248.750000 Penalty: 4200.545898
	Iteration 24Q: 3 clusters Score -414248.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -414263.531250 Penalty: 4200.545898
	Iteration 25Q: 3 clusters Score -414263.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -414274.968750 Penalty: 4200.545898
	Iteration 26Q: 3 clusters Score -414275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -414291.718750 Penalty: 4200.545898
	Iteration 27Q: 3 clusters Score -414291.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -414305.250000 Penalty: 4200.545898
	Iteration 28Q: 3 clusters Score -414305.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -414321.781250 Penalty: 4200.545898
	Iteration 29Q: 3 clusters Score -414321.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -414334.281250 Penalty: 4200.545898
	Iteration 30Q: 3 clusters Score -414334.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -414342.250000 Penalty: 4200.545898
	Iteration 31Q: 3 clusters Score -414342.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -414349.250000 Penalty: 4200.545898
	Iteration 32Q: 3 clusters Score -414349.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -414360.875000 Penalty: 4200.545898
	Iteration 33Q: 3 clusters Score -414360.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -414374.000000 Penalty: 4200.545898
	Iteration 34Q: 3 clusters Score -414374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -414381.968750 Penalty: 4200.545898
	Iteration 35Q: 3 clusters Score -414382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -414386.687500 Penalty: 4200.545898
	Iteration 36Q: 3 clusters Score -414386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -414391.781250 Penalty: 4200.545898
	Iteration 37Q: 3 clusters Score -414391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -414393.625000 Penalty: 4200.545898
	Iteration 38Q: 3 clusters Score -414393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -414396.906250 Penalty: 4200.545898
	Iteration 39Q: 3 clusters Score -414396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -414398.593750 Penalty: 4200.545898
	Iteration 40F: 3 clusters Score -414398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -414401.093750 Penalty: 4200.545898
	Iteration 41Q: 3 clusters Score -414401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -414404.468750 Penalty: 4200.545898
	Iteration 42Q: 3 clusters Score -414404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -414409.281250 Penalty: 4200.545898
	Iteration 43Q: 3 clusters Score -414409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -414412.000000 Penalty: 4200.545898
	Iteration 44Q: 3 clusters Score -414412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -414411.875000 Penalty: 4200.545898
	Iteration 45Q: 3 clusters Score -414411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -414413.562500 Penalty: 4200.545898
	Iteration 46Q: 3 clusters Score -414413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -414413.750000 Penalty: 4200.545898
	Iteration 47Q: 3 clusters Score -414413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -414414.562500 Penalty: 4200.545898
	Iteration 48Q: 3 clusters Score -414414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -414417.562500 Penalty: 4200.545898
	Iteration 49Q: 3 clusters Score -414417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -414418.062500 Penalty: 4200.545898
	Iteration 50Q: 3 clusters Score -414418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -414419.000000 Penalty: 4200.545898
	Iteration 51Q: 3 clusters Score -414419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -414419.000000 Penalty: 4200.545898
	Iteration 52F: 3 clusters Score -414419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -329934.218750 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -329934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -325926.062500 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -325926.1 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -326850.000000 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -326850 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -327049.093750 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -327049.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -327176.937500 Penalty: 4133.421387
	Iteration 3Q: 3 clusters Score -327176.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -327292.843750 Penalty: 4133.421387
	Iteration 4Q: 3 clusters Score -327292.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -327414.562500 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -327414.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -327515.687500 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -327515.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -327607.593750 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -327607.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -327694.562500 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -327694.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -327818.531250 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -327818.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -327942.968750 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -327943 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -328040.968750 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -328041 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -328140.562500 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -328140.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -328245.562500 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -328245.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -328364.718750 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -328364.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -328462.437500 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -328462.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -328525.531250 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -328525.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -328563.312500 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -328563.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -328587.968750 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -328588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -328602.781250 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -328602.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -328621.812500 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -328621.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -328643.468750 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -328643.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -328659.812500 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -328659.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -328674.812500 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -328674.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -328689.125000 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -328689.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -328706.281250 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -328706.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -328732.343750 Penalty: 4133.421387
	Iteration 26Q: 3 clusters Score -328732.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -328757.156250 Penalty: 4133.421387
	Iteration 27Q: 3 clusters Score -328757.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -328774.375000 Penalty: 4133.421387
	Iteration 28Q: 3 clusters Score -328774.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -328790.843750 Penalty: 4133.421387
	Iteration 29Q: 3 clusters Score -328790.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -328813.468750 Penalty: 4133.421387
	Iteration 30Q: 3 clusters Score -328813.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -328837.000000 Penalty: 4133.421387
	Iteration 31Q: 3 clusters Score -328837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -328868.218750 Penalty: 4133.421387
	Iteration 32Q: 3 clusters Score -328868.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -328899.968750 Penalty: 4133.421387
	Iteration 33Q: 3 clusters Score -328900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -328919.656250 Penalty: 4133.421387
	Iteration 34Q: 3 clusters Score -328919.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -328933.312500 Penalty: 4133.421387
	Iteration 35Q: 3 clusters Score -328933.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -328946.687500 Penalty: 4133.421387
	Iteration 36Q: 3 clusters Score -328946.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -328957.281250 Penalty: 4133.421387
	Iteration 37Q: 3 clusters Score -328957.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -328969.406250 Penalty: 4133.421387
	Iteration 38Q: 3 clusters Score -328969.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -328981.718750 Penalty: 4133.421387
	Iteration 39Q: 3 clusters Score -328981.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -328990.062500 Penalty: 4133.421387
	Iteration 40F: 3 clusters Score -328990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -328996.125000 Penalty: 4133.421387
	Iteration 41Q: 3 clusters Score -328996.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -329003.093750 Penalty: 4133.421387
	Iteration 42Q: 3 clusters Score -329003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -329006.968750 Penalty: 4133.421387
	Iteration 43Q: 3 clusters Score -329007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -329010.625000 Penalty: 4133.421387
	Iteration 44Q: 3 clusters Score -329010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -329013.000000 Penalty: 4133.421387
	Iteration 45Q: 3 clusters Score -329013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -329015.187500 Penalty: 4133.421387
	Iteration 46Q: 3 clusters Score -329015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -329018.812500 Penalty: 4133.421387
	Iteration 47Q: 3 clusters Score -329018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -329025.218750 Penalty: 4133.421387
	Iteration 48Q: 3 clusters Score -329025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -329031.437500 Penalty: 4133.421387
	Iteration 49Q: 3 clusters Score -329031.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -329041.500000 Penalty: 4133.421387
	Iteration 50Q: 3 clusters Score -329041.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -329047.312500 Penalty: 4133.421387
	Iteration 51Q: 3 clusters Score -329047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -329048.718750 Penalty: 4133.421387
	Iteration 52Q: 3 clusters Score -329048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -329050.937500 Penalty: 4133.421387
	Iteration 53Q: 3 clusters Score -329050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -329052.937500 Penalty: 4133.421387
	Iteration 54Q: 3 clusters Score -329052.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -329053.781250 Penalty: 4133.421387
	Iteration 55Q: 3 clusters Score -329053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -329054.281250 Penalty: 4133.421387
	Iteration 56Q: 3 clusters Score -329054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -329056.562500 Penalty: 4133.421387
	Iteration 57Q: 3 clusters Score -329056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -329058.250000 Penalty: 4133.421387
	Iteration 58Q: 3 clusters Score -329058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -329058.312500 Penalty: 4133.421387
	Iteration 59Q: 3 clusters Score -329058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -329060.656250 Penalty: 4133.421387
	Iteration 60F: 3 clusters Score -329060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -329060.406250 Penalty: 4133.421387
	Iteration 61Q: 3 clusters Score -329060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -329060.406250 Penalty: 4133.421387
	Iteration 62F: 3 clusters Score -329060.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Entering Unmasked Estep 
Score: -804515.625000 Penalty: 2265.499268
	Iteration 0F: 2 clusters Score -804515.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -797262.250000 Penalty: 4530.998535
	Iteration 0F: 3 clusters Score -797262.2 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -799312.000000 Penalty: 4530.998535
	Iteration 1F: 3 clusters Score -799312 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -799600.312500 Penalty: 4530.998535
	Iteration 2F: 3 clusters Score -799600.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -799817.000000 Penalty: 4530.998535
	Iteration 3Q: 3 clusters Score -799817 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -799997.187500 Penalty: 4530.998535
	Iteration 4Q: 3 clusters Score -799997.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -800157.187500 Penalty: 4530.998535
	Iteration 5Q: 3 clusters Score -800157.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -800328.125000 Penalty: 4530.998535
	Iteration 6Q: 3 clusters Score -800328.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -800526.937500 Penalty: 4530.998535
	Iteration 7Q: 3 clusters Score -800526.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -800713.687500 Penalty: 4530.998535
	Iteration 8Q: 3 clusters Score -800713.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -800895.875000 Penalty: 4530.998535
	Iteration 9Q: 3 clusters Score -800895.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -801073.750000 Penalty: 4530.998535
	Iteration 10Q: 3 clusters Score -801073.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -801265.187500 Penalty: 4530.998535
	Iteration 11Q: 3 clusters Score -801265.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -801457.500000 Penalty: 4530.998535
	Iteration 12Q: 3 clusters Score -801457.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -801648.062500 Penalty: 4530.998535
	Iteration 13Q: 3 clusters Score -801648.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -801812.937500 Penalty: 4530.998535
	Iteration 14Q: 3 clusters Score -801812.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -801948.812500 Penalty: 4530.998535
	Iteration 15Q: 3 clusters Score -801948.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -802061.187500 Penalty: 4530.998535
	Iteration 16Q: 3 clusters Score -802061.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -802156.812500 Penalty: 4530.998535
	Iteration 17Q: 3 clusters Score -802156.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -802230.062500 Penalty: 4530.998535
	Iteration 18Q: 3 clusters Score -802230.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -802289.375000 Penalty: 4530.998535
	Iteration 19Q: 3 clusters Score -802289.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -802331.500000 Penalty: 4530.998535
	Iteration 20F: 3 clusters Score -802331.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -802368.750000 Penalty: 4530.998535
	Iteration 21Q: 3 clusters Score -802368.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -802395.812500 Penalty: 4530.998535
	Iteration 22Q: 3 clusters Score -802395.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -802415.375000 Penalty: 4530.998535
	Iteration 23Q: 3 clusters Score -802415.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -802431.875000 Penalty: 4530.998535
	Iteration 24Q: 3 clusters Score -802431.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -802440.187500 Penalty: 4530.998535
	Iteration 25Q: 3 clusters Score -802440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -802448.437500 Penalty: 4530.998535
	Iteration 26Q: 3 clusters Score -802448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -802457.375000 Penalty: 4530.998535
	Iteration 27Q: 3 clusters Score -802457.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -802463.562500 Penalty: 4530.998535
	Iteration 28Q: 3 clusters Score -802463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -802469.312500 Penalty: 4530.998535
	Iteration 29Q: 3 clusters Score -802469.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -802469.125000 Penalty: 4530.998535
	Iteration 30Q: 3 clusters Score -802469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -802469.562500 Penalty: 4530.998535
	Iteration 31Q: 3 clusters Score -802469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -802470.000000 Penalty: 4530.998535
	Iteration 32Q: 3 clusters Score -802470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -802470.062500 Penalty: 4530.998535
	Iteration 33Q: 3 clusters Score -802470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -802470.187500 Penalty: 4530.998535
	Iteration 34Q: 3 clusters Score -802470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -802470.187500 Penalty: 4530.998535
	Iteration 35F: 3 clusters Score -802470.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Entering Unmasked Estep 
Score: -1047110.000000 Penalty: 2330.473145
	Iteration 0F: 2 clusters Score -1047110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1038080.812500 Penalty: 4660.946289
	Iteration 0F: 3 clusters Score -1038081 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1040693.875000 Penalty: 4660.946289
	Iteration 1F: 3 clusters Score -1040694 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1041113.875000 Penalty: 4660.946289
	Iteration 2F: 3 clusters Score -1041114 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1041484.000000 Penalty: 4660.946289
	Iteration 3F: 3 clusters Score -1041484 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1041845.812500 Penalty: 4660.946289
	Iteration 4F: 3 clusters Score -1041846 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1042208.562500 Penalty: 4660.946289
	Iteration 5F: 3 clusters Score -1042209 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1042536.687500 Penalty: 4660.946289
	Iteration 6F: 3 clusters Score -1042537 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1042848.250000 Penalty: 4660.946289
	Iteration 7Q: 3 clusters Score -1042848 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1043132.312500 Penalty: 4660.946289
	Iteration 8Q: 3 clusters Score -1043132 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1043385.125000 Penalty: 4660.946289
	Iteration 9Q: 3 clusters Score -1043385 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1043624.562500 Penalty: 4660.946289
	Iteration 10Q: 3 clusters Score -1043625 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1043814.500000 Penalty: 4660.946289
	Iteration 11Q: 3 clusters Score -1043814 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1043992.437500 Penalty: 4660.946289
	Iteration 12Q: 3 clusters Score -1043992 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1044165.500000 Penalty: 4660.946289
	Iteration 13Q: 3 clusters Score -1044166 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1044313.812500 Penalty: 4660.946289
	Iteration 14Q: 3 clusters Score -1044314 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1044433.375000 Penalty: 4660.946289
	Iteration 15Q: 3 clusters Score -1044433 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1044532.437500 Penalty: 4660.946289
	Iteration 16Q: 3 clusters Score -1044532 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1044621.062500 Penalty: 4660.946289
	Iteration 17Q: 3 clusters Score -1044621 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1044701.937500 Penalty: 4660.946289
	Iteration 18Q: 3 clusters Score -1044702 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1044778.812500 Penalty: 4660.946289
	Iteration 19Q: 3 clusters Score -1044779 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1044855.625000 Penalty: 4660.946289
	Iteration 20F: 3 clusters Score -1044856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1044905.312500 Penalty: 4660.946289
	Iteration 21Q: 3 clusters Score -1044905 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1044938.625000 Penalty: 4660.946289
	Iteration 22Q: 3 clusters Score -1044939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1044964.750000 Penalty: 4660.946289
	Iteration 23Q: 3 clusters Score -1044965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1044996.750000 Penalty: 4660.946289
	Iteration 24Q: 3 clusters Score -1044997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1045038.875000 Penalty: 4660.946289
	Iteration 25Q: 3 clusters Score -1045039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1045062.687500 Penalty: 4660.946289
	Iteration 26Q: 3 clusters Score -1045063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1045081.250000 Penalty: 4660.946289
	Iteration 27Q: 3 clusters Score -1045081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1045097.687500 Penalty: 4660.946289
	Iteration 28Q: 3 clusters Score -1045098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1045110.250000 Penalty: 4660.946289
	Iteration 29Q: 3 clusters Score -1045110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1045114.750000 Penalty: 4660.946289
	Iteration 30Q: 3 clusters Score -1045115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1045117.312500 Penalty: 4660.946289
	Iteration 31Q: 3 clusters Score -1045117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1045124.000000 Penalty: 4660.946289
	Iteration 32Q: 3 clusters Score -1045124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1045130.250000 Penalty: 4660.946289
	Iteration 33Q: 3 clusters Score -1045130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1045133.000000 Penalty: 4660.946289
	Iteration 34Q: 3 clusters Score -1045133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1045136.312500 Penalty: 4660.946289
	Iteration 35Q: 3 clusters Score -1045136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1045140.687500 Penalty: 4660.946289
	Iteration 36Q: 3 clusters Score -1045141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1045139.625000 Penalty: 4660.946289
	Iteration 37Q: 3 clusters Score -1045140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1045141.125000 Penalty: 4660.946289
	Iteration 38Q: 3 clusters Score -1045141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1045141.187500 Penalty: 4660.946289
	Iteration 39Q: 3 clusters Score -1045141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1045143.625000 Penalty: 4660.946289
	Iteration 40F: 3 clusters Score -1045144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1045145.437500 Penalty: 4660.946289
	Iteration 41Q: 3 clusters Score -1045145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1045145.437500 Penalty: 4660.946289
	Iteration 42F: 3 clusters Score -1045145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -409131.125000 Penalty: 2108.515869
	Iteration 0F: 2 clusters Score -409131.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -404685.718750 Penalty: 4217.031738
	Iteration 0F: 3 clusters Score -404685.7 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -405742.468750 Penalty: 4217.031738
	Iteration 1F: 3 clusters Score -405742.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -405948.156250 Penalty: 4217.031738
	Iteration 2F: 3 clusters Score -405948.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -406088.250000 Penalty: 4217.031738
	Iteration 3Q: 3 clusters Score -406088.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -406207.187500 Penalty: 4217.031738
	Iteration 4Q: 3 clusters Score -406207.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -406315.468750 Penalty: 4217.031738
	Iteration 5Q: 3 clusters Score -406315.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -406394.281250 Penalty: 4217.031738
	Iteration 6Q: 3 clusters Score -406394.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -406445.031250 Penalty: 4217.031738
	Iteration 7Q: 3 clusters Score -406445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -406490.000000 Penalty: 4217.031738
	Iteration 8Q: 3 clusters Score -406490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -406526.812500 Penalty: 4217.031738
	Iteration 9Q: 3 clusters Score -406526.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -406563.625000 Penalty: 4217.031738
	Iteration 10Q: 3 clusters Score -406563.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -406600.281250 Penalty: 4217.031738
	Iteration 11Q: 3 clusters Score -406600.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -406627.187500 Penalty: 4217.031738
	Iteration 12Q: 3 clusters Score -406627.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -406650.468750 Penalty: 4217.031738
	Iteration 13Q: 3 clusters Score -406650.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -406677.312500 Penalty: 4217.031738
	Iteration 14Q: 3 clusters Score -406677.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -406703.343750 Penalty: 4217.031738
	Iteration 15Q: 3 clusters Score -406703.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -406718.031250 Penalty: 4217.031738
	Iteration 16Q: 3 clusters Score -406718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -406735.906250 Penalty: 4217.031738
	Iteration 17Q: 3 clusters Score -406735.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -406749.125000 Penalty: 4217.031738
	Iteration 18Q: 3 clusters Score -406749.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -406760.531250 Penalty: 4217.031738
	Iteration 19Q: 3 clusters Score -406760.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -406770.937500 Penalty: 4217.031738
	Iteration 20F: 3 clusters Score -406770.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -406784.687500 Penalty: 4217.031738
	Iteration 21Q: 3 clusters Score -406784.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -406794.812500 Penalty: 4217.031738
	Iteration 22Q: 3 clusters Score -406794.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -406803.281250 Penalty: 4217.031738
	Iteration 23Q: 3 clusters Score -406803.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -406812.937500 Penalty: 4217.031738
	Iteration 24Q: 3 clusters Score -406812.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -406816.656250 Penalty: 4217.031738
	Iteration 25Q: 3 clusters Score -406816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -406820.406250 Penalty: 4217.031738
	Iteration 26Q: 3 clusters Score -406820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -406824.437500 Penalty: 4217.031738
	Iteration 27Q: 3 clusters Score -406824.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -406830.093750 Penalty: 4217.031738
	Iteration 28Q: 3 clusters Score -406830.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -406834.937500 Penalty: 4217.031738
	Iteration 29Q: 3 clusters Score -406834.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -406842.062500 Penalty: 4217.031738
	Iteration 30Q: 3 clusters Score -406842.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -406846.562500 Penalty: 4217.031738
	Iteration 31Q: 3 clusters Score -406846.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -406851.437500 Penalty: 4217.031738
	Iteration 32Q: 3 clusters Score -406851.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -406856.375000 Penalty: 4217.031738
	Iteration 33Q: 3 clusters Score -406856.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -406859.843750 Penalty: 4217.031738
	Iteration 34Q: 3 clusters Score -406859.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -406863.031250 Penalty: 4217.031738
	Iteration 35Q: 3 clusters Score -406863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -406867.625000 Penalty: 4217.031738
	Iteration 36Q: 3 clusters Score -406867.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -406873.593750 Penalty: 4217.031738
	Iteration 37Q: 3 clusters Score -406873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -406877.718750 Penalty: 4217.031738
	Iteration 38Q: 3 clusters Score -406877.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -406883.125000 Penalty: 4217.031738
	Iteration 39Q: 3 clusters Score -406883.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -406886.406250 Penalty: 4217.031738
	Iteration 40F: 3 clusters Score -406886.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -406891.812500 Penalty: 4217.031738
	Iteration 41Q: 3 clusters Score -406891.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -406897.375000 Penalty: 4217.031738
	Iteration 42Q: 3 clusters Score -406897.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -406903.281250 Penalty: 4217.031738
	Iteration 43Q: 3 clusters Score -406903.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -406911.625000 Penalty: 4217.031738
	Iteration 44Q: 3 clusters Score -406911.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -406919.093750 Penalty: 4217.031738
	Iteration 45Q: 3 clusters Score -406919.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -406923.093750 Penalty: 4217.031738
	Iteration 46Q: 3 clusters Score -406923.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -406929.218750 Penalty: 4217.031738
	Iteration 47Q: 3 clusters Score -406929.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -406936.218750 Penalty: 4217.031738
	Iteration 48Q: 3 clusters Score -406936.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -406939.781250 Penalty: 4217.031738
	Iteration 49Q: 3 clusters Score -406939.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -406943.656250 Penalty: 4217.031738
	Iteration 50Q: 3 clusters Score -406943.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -406946.906250 Penalty: 4217.031738
	Iteration 51Q: 3 clusters Score -406946.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -406949.031250 Penalty: 4217.031738
	Iteration 52Q: 3 clusters Score -406949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -406952.000000 Penalty: 4217.031738
	Iteration 53Q: 3 clusters Score -406952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -406954.125000 Penalty: 4217.031738
	Iteration 54Q: 3 clusters Score -406954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -406956.937500 Penalty: 4217.031738
	Iteration 55Q: 3 clusters Score -406956.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -406960.968750 Penalty: 4217.031738
	Iteration 56Q: 3 clusters Score -406961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -406965.468750 Penalty: 4217.031738
	Iteration 57Q: 3 clusters Score -406965.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -406971.562500 Penalty: 4217.031738
	Iteration 58Q: 3 clusters Score -406971.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -406975.187500 Penalty: 4217.031738
	Iteration 59Q: 3 clusters Score -406975.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -406979.031250 Penalty: 4217.031738
	Iteration 60F: 3 clusters Score -406979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -406984.437500 Penalty: 4217.031738
	Iteration 61Q: 3 clusters Score -406984.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -406990.000000 Penalty: 4217.031738
	Iteration 62Q: 3 clusters Score -406990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -406993.937500 Penalty: 4217.031738
	Iteration 63Q: 3 clusters Score -406993.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -406998.406250 Penalty: 4217.031738
	Iteration 64Q: 3 clusters Score -406998.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -407008.406250 Penalty: 4217.031738
	Iteration 65Q: 3 clusters Score -407008.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -407013.562500 Penalty: 4217.031738
	Iteration 66Q: 3 clusters Score -407013.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -407017.500000 Penalty: 4217.031738
	Iteration 67Q: 3 clusters Score -407017.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -407025.156250 Penalty: 4217.031738
	Iteration 68Q: 3 clusters Score -407025.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -407032.468750 Penalty: 4217.031738
	Iteration 69Q: 3 clusters Score -407032.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -407042.312500 Penalty: 4217.031738
	Iteration 70Q: 3 clusters Score -407042.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -407051.437500 Penalty: 4217.031738
	Iteration 71Q: 3 clusters Score -407051.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -407060.343750 Penalty: 4217.031738
	Iteration 72Q: 3 clusters Score -407060.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -407075.312500 Penalty: 4217.031738
	Iteration 73Q: 3 clusters Score -407075.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -407091.250000 Penalty: 4217.031738
	Iteration 74Q: 3 clusters Score -407091.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -407105.781250 Penalty: 4217.031738
	Iteration 75Q: 3 clusters Score -407105.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -407117.843750 Penalty: 4217.031738
	Iteration 76Q: 3 clusters Score -407117.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -407129.281250 Penalty: 4217.031738
	Iteration 77Q: 3 clusters Score -407129.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -407138.562500 Penalty: 4217.031738
	Iteration 78Q: 3 clusters Score -407138.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -407148.968750 Penalty: 4217.031738
	Iteration 79Q: 3 clusters Score -407149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -407161.281250 Penalty: 4217.031738
	Iteration 80F: 3 clusters Score -407161.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -407172.875000 Penalty: 4217.031738
	Iteration 81Q: 3 clusters Score -407172.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -407189.062500 Penalty: 4217.031738
	Iteration 82Q: 3 clusters Score -407189.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -407204.937500 Penalty: 4217.031738
	Iteration 83Q: 3 clusters Score -407204.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -407218.250000 Penalty: 4217.031738
	Iteration 84Q: 3 clusters Score -407218.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -407228.875000 Penalty: 4217.031738
	Iteration 85Q: 3 clusters Score -407228.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -407238.218750 Penalty: 4217.031738
	Iteration 86Q: 3 clusters Score -407238.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -407249.968750 Penalty: 4217.031738
	Iteration 87Q: 3 clusters Score -407250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -407259.906250 Penalty: 4217.031738
	Iteration 88Q: 3 clusters Score -407259.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -407267.812500 Penalty: 4217.031738
	Iteration 89Q: 3 clusters Score -407267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -407271.312500 Penalty: 4217.031738
	Iteration 90Q: 3 clusters Score -407271.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -407279.281250 Penalty: 4217.031738
	Iteration 91Q: 3 clusters Score -407279.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -407287.500000 Penalty: 4217.031738
	Iteration 92Q: 3 clusters Score -407287.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -407296.937500 Penalty: 4217.031738
	Iteration 93Q: 3 clusters Score -407296.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -407303.375000 Penalty: 4217.031738
	Iteration 94Q: 3 clusters Score -407303.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -407310.062500 Penalty: 4217.031738
	Iteration 95Q: 3 clusters Score -407310.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -407319.531250 Penalty: 4217.031738
	Iteration 96Q: 3 clusters Score -407319.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -407326.906250 Penalty: 4217.031738
	Iteration 97Q: 3 clusters Score -407326.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -407340.562500 Penalty: 4217.031738
	Iteration 98Q: 3 clusters Score -407340.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -407354.531250 Penalty: 4217.031738
	Iteration 99Q: 3 clusters Score -407354.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -407366.781250 Penalty: 4217.031738
	Iteration 100F: 3 clusters Score -407366.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -407374.437500 Penalty: 4217.031738
	Iteration 101Q: 3 clusters Score -407374.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -407380.531250 Penalty: 4217.031738
	Iteration 102Q: 3 clusters Score -407380.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -407385.343750 Penalty: 4217.031738
	Iteration 103Q: 3 clusters Score -407385.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -407392.906250 Penalty: 4217.031738
	Iteration 104Q: 3 clusters Score -407392.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -407399.625000 Penalty: 4217.031738
	Iteration 105Q: 3 clusters Score -407399.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -407407.125000 Penalty: 4217.031738
	Iteration 106Q: 3 clusters Score -407407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -407409.187500 Penalty: 4217.031738
	Iteration 107Q: 3 clusters Score -407409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -407411.468750 Penalty: 4217.031738
	Iteration 108Q: 3 clusters Score -407411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -407413.437500 Penalty: 4217.031738
	Iteration 109Q: 3 clusters Score -407413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -407414.031250 Penalty: 4217.031738
	Iteration 110Q: 3 clusters Score -407414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -407416.375000 Penalty: 4217.031738
	Iteration 111Q: 3 clusters Score -407416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -407416.718750 Penalty: 4217.031738
	Iteration 112Q: 3 clusters Score -407416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -407417.656250 Penalty: 4217.031738
	Iteration 113Q: 3 clusters Score -407417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -407418.312500 Penalty: 4217.031738
	Iteration 114Q: 3 clusters Score -407418.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -407418.312500 Penalty: 4217.031738
	Iteration 115F: 3 clusters Score -407418.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Entering Unmasked Estep 
Score: -806234.000000 Penalty: 2269.478027
	Iteration 0F: 2 clusters Score -806234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -798938.812500 Penalty: 4538.956055
	Iteration 0F: 3 clusters Score -798938.8 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -801252.187500 Penalty: 4538.956055
	Iteration 1F: 3 clusters Score -801252.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -801886.187500 Penalty: 4538.956055
	Iteration 2F: 3 clusters Score -801886.2 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -802831.125000 Penalty: 4538.956055
	Iteration 3F: 3 clusters Score -802831.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -804335.750000 Penalty: 4538.956055
	Iteration 4F: 3 clusters Score -804335.8 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -806854.625000 Penalty: 4538.956055
	Iteration 5F: 3 clusters Score -806854.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -808819.062500 Penalty: 4538.956055
	Iteration 6F: 3 clusters Score -808819.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -809061.500000 Penalty: 4538.956055
	Iteration 7Q: 3 clusters Score -809061.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -809087.687500 Penalty: 4538.956055
	Iteration 8Q: 3 clusters Score -809087.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -809097.250000 Penalty: 4538.956055
	Iteration 9Q: 3 clusters Score -809097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -809101.937500 Penalty: 4538.956055
	Iteration 10Q: 3 clusters Score -809101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -809101.187500 Penalty: 4538.956055
	Iteration 11Q: 3 clusters Score -809101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -809102.875000 Penalty: 4538.956055
	Iteration 12Q: 3 clusters Score -809102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -809101.875000 Penalty: 4538.956055
	Iteration 13Q: 3 clusters Score -809101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -809101.875000 Penalty: 4538.956055
	Iteration 14F: 3 clusters Score -809101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 17055 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35350 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 9987 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 25283 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 38141 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 13623 members 
Mstep: Class 20 contains 112189 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 9275 members 
Mstep: Class 25 contains 12053 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 5686 members 
Mstep: Class 28 contains 14027 members 
Mstep: Class 29 contains 14981 members 
Mstep: Class 30 contains 21945 members 
Mstep: Class 31 contains 6027 members 
Mstep: Class 32 contains 3739 members 
Entering Unmasked Estep 
Score: -38171992.000000 Penalty: 103566.023438
Splitting cluster 27 changes total score from -38132224.000000 to -38171992.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 17055 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 35350 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 9987 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 25283 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 38141 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 13623 members 
Mstep: Class 20 contains 112189 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 9275 members 
Mstep: Class 25 contains 12053 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 5686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38176036.000000 Penalty: 103566.023438
Iteration 79Q: 33 clusters Score -3.817604e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 9760 members 
Mstep: Class 4 contains 17073 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 7530 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 8 contains 35812 members 
Mstep: Class 9 contains 10460 members 
Mstep: Class 10 contains 9320 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 11747 members 
Mstep: Class 13 contains 9948 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 25539 members 
Mstep: Class 16 contains 13476 members 
Mstep: Class 17 contains 38507 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 13564 members 
Mstep: Class 20 contains 111714 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 4779 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 9304 members 
Mstep: Class 25 contains 12150 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 5839 members 
Mstep: Class 28 contains 13603 members 
Mstep: Class 29 contains 14797 members 
Mstep: Class 30 contains 21714 members 
Mstep: Class 31 contains 6027 members 
Mstep: Class 32 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38179208.000000 Penalty: 103566.023438
Iteration 80F: 33 clusters Score -3.817921e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 17040 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 8 contains 35377 members 
Mstep: Class 9 contains 10810 members 
Mstep: Class 10 contains 9320 members 
Mstep: Class 11 contains 3455 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 13 contains 9914 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 25020 members 
Mstep: Class 16 contains 13421 members 
Mstep: Class 17 contains 38312 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 13523 members 
Mstep: Class 20 contains 111213 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 9304 members 
Mstep: Class 25 contains 12153 members 
Mstep: Class 26 contains 4970 members 
Mstep: Class 27 contains 5864 members 
Mstep: Class 28 contains 14246 members 
Mstep: Class 29 contains 14917 members 
Mstep: Class 30 contains 22351 members 
Mstep: Class 31 contains 6449 members 
Mstep: Class 32 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38180420.000000 Penalty: 103566.023438
Iteration 81Q: 33 clusters Score -3.818042e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 9737 members 
Mstep: Class 4 contains 17028 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 34945 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 9333 members 
Mstep: Class 11 contains 3408 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 9885 members 
Mstep: Class 14 contains 7693 members 
Mstep: Class 15 contains 24608 members 
Mstep: Class 16 contains 13399 members 
Mstep: Class 17 contains 38201 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 13501 members 
Mstep: Class 20 contains 110855 members 
Mstep: Class 21 contains 5904 members 
Mstep: Class 22 contains 4774 members 
Mstep: Class 23 contains 4167 members 
Mstep: Class 24 contains 9324 members 
Mstep: Class 25 contains 12153 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 5884 members 
Mstep: Class 28 contains 14767 members 
Mstep: Class 29 contains 14951 members 
Mstep: Class 30 contains 22775 members 
Mstep: Class 31 contains 6627 members 
Mstep: Class 32 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181288.000000 Penalty: 103566.023438
Iteration 82Q: 33 clusters Score -3.818129e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 9734 members 
Mstep: Class 4 contains 17017 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 7547 members 
Mstep: Class 7 contains 5395 members 
Mstep: Class 8 contains 34571 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 9861 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 24311 members 
Mstep: Class 16 contains 13389 members 
Mstep: Class 17 contains 38124 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 13501 members 
Mstep: Class 20 contains 110553 members 
Mstep: Class 21 contains 5863 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 9349 members 
Mstep: Class 25 contains 12155 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 5892 members 
Mstep: Class 28 contains 15188 members 
Mstep: Class 29 contains 14965 members 
Mstep: Class 30 contains 23060 members 
Mstep: Class 31 contains 6726 members 
Mstep: Class 32 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181892.000000 Penalty: 103566.023438
Iteration 83Q: 33 clusters Score -3.818189e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 16998 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 7547 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 34265 members 
Mstep: Class 9 contains 11743 members 
Mstep: Class 10 contains 9372 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 9814 members 
Mstep: Class 14 contains 7697 members 
Mstep: Class 15 contains 24078 members 
Mstep: Class 16 contains 13386 members 
Mstep: Class 17 contains 38074 members 
Mstep: Class 18 contains 3941 members 
Mstep: Class 19 contains 13507 members 
Mstep: Class 20 contains 110273 members 
Mstep: Class 21 contains 5822 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 9379 members 
Mstep: Class 25 contains 12154 members 
Mstep: Class 26 contains 5016 members 
Mstep: Class 27 contains 5898 members 
Mstep: Class 28 contains 15571 members 
Mstep: Class 29 contains 14976 members 
Mstep: Class 30 contains 23287 members 
Mstep: Class 31 contains 6792 members 
Mstep: Class 32 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182268.000000 Penalty: 103566.023438
Iteration 84Q: 33 clusters Score -3.818227e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16984 members 
Mstep: Class 5 contains 12321 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 34001 members 
Mstep: Class 9 contains 11958 members 
Mstep: Class 10 contains 9383 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 7700 members 
Mstep: Class 15 contains 23917 members 
Mstep: Class 16 contains 13389 members 
Mstep: Class 17 contains 38010 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 13505 members 
Mstep: Class 20 contains 110069 members 
Mstep: Class 21 contains 5803 members 
Mstep: Class 22 contains 4774 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 9410 members 
Mstep: Class 25 contains 12154 members 
Mstep: Class 26 contains 5019 members 
Mstep: Class 27 contains 5904 members 
Mstep: Class 28 contains 15902 members 
Mstep: Class 29 contains 14978 members 
Mstep: Class 30 contains 23421 members 
Mstep: Class 31 contains 6847 members 
Mstep: Class 32 contains 3771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182508.000000 Penalty: 103566.023438
Iteration 85Q: 33 clusters Score -3.818251e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4620 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16971 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 33710 members 
Mstep: Class 9 contains 12154 members 
Mstep: Class 10 contains 9388 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 9747 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 23809 members 
Mstep: Class 16 contains 13384 members 
Mstep: Class 17 contains 37970 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 13507 members 
Mstep: Class 20 contains 109870 members 
Mstep: Class 21 contains 5794 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4156 members 
Mstep: Class 24 contains 9443 members 
Mstep: Class 25 contains 12154 members 
Mstep: Class 26 contains 5017 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 16245 members 
Mstep: Class 29 contains 14979 members 
Mstep: Class 30 contains 23499 members 
Mstep: Class 31 contains 6900 members 
Mstep: Class 32 contains 3808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182764.000000 Penalty: 103566.023438
Iteration 86Q: 33 clusters Score -3.818276e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 16969 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 7518 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 33452 members 
Mstep: Class 9 contains 12318 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 11738 members 
Mstep: Class 13 contains 9716 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 23746 members 
Mstep: Class 16 contains 13383 members 
Mstep: Class 17 contains 37927 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 13504 members 
Mstep: Class 20 contains 109728 members 
Mstep: Class 21 contains 5777 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4150 members 
Mstep: Class 24 contains 9473 members 
Mstep: Class 25 contains 12154 members 
Mstep: Class 26 contains 5014 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 16552 members 
Mstep: Class 29 contains 14982 members 
Mstep: Class 30 contains 23536 members 
Mstep: Class 31 contains 6933 members 
Mstep: Class 32 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182880.000000 Penalty: 103566.023438
Iteration 87Q: 33 clusters Score -3.818288e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 9727 members 
Mstep: Class 4 contains 16963 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 33222 members 
Mstep: Class 9 contains 12472 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 11 contains 3309 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23700 members 
Mstep: Class 16 contains 13385 members 
Mstep: Class 17 contains 37889 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 13504 members 
Mstep: Class 20 contains 109570 members 
Mstep: Class 21 contains 5765 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4145 members 
Mstep: Class 24 contains 9506 members 
Mstep: Class 25 contains 12156 members 
Mstep: Class 26 contains 5025 members 
Mstep: Class 27 contains 5911 members 
Mstep: Class 28 contains 16840 members 
Mstep: Class 29 contains 14982 members 
Mstep: Class 30 contains 23560 members 
Mstep: Class 31 contains 6963 members 
Mstep: Class 32 contains 3862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182956.000000 Penalty: 103566.023438
Iteration 88Q: 33 clusters Score -3.818296e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4591 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 16956 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 33016 members 
Mstep: Class 9 contains 12596 members 
Mstep: Class 10 contains 9388 members 
Mstep: Class 11 contains 3303 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 9633 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23661 members 
Mstep: Class 16 contains 13383 members 
Mstep: Class 17 contains 37886 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 13507 members 
Mstep: Class 20 contains 109431 members 
Mstep: Class 21 contains 5752 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4135 members 
Mstep: Class 24 contains 9541 members 
Mstep: Class 25 contains 12156 members 
Mstep: Class 26 contains 5025 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 17084 members 
Mstep: Class 29 contains 14984 members 
Mstep: Class 30 contains 23572 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 3890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183028.000000 Penalty: 103566.023438
Iteration 89Q: 33 clusters Score -3.818303e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 16952 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 32812 members 
Mstep: Class 9 contains 12730 members 
Mstep: Class 10 contains 9394 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 9605 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23628 members 
Mstep: Class 16 contains 13384 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 13508 members 
Mstep: Class 20 contains 109279 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4124 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 12157 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 17317 members 
Mstep: Class 29 contains 14986 members 
Mstep: Class 30 contains 23571 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 3924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183196.000000 Penalty: 103566.023438
Iteration 90Q: 33 clusters Score -3.81832e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4576 members 
Mstep: Class 3 contains 9729 members 
Mstep: Class 4 contains 16948 members 
Mstep: Class 5 contains 12324 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 32575 members 
Mstep: Class 9 contains 12856 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 11794 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23610 members 
Mstep: Class 16 contains 13384 members 
Mstep: Class 17 contains 37881 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 13515 members 
Mstep: Class 20 contains 109142 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4111 members 
Mstep: Class 24 contains 9615 members 
Mstep: Class 25 contains 12157 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 17562 members 
Mstep: Class 29 contains 14986 members 
Mstep: Class 30 contains 23568 members 
Mstep: Class 31 contains 7006 members 
Mstep: Class 32 contains 3943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183244.000000 Penalty: 103566.023438
Iteration 91Q: 33 clusters Score -3.818324e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 9729 members 
Mstep: Class 4 contains 16938 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7492 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 32336 members 
Mstep: Class 9 contains 12974 members 
Mstep: Class 10 contains 9411 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 9544 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23603 members 
Mstep: Class 16 contains 13384 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13520 members 
Mstep: Class 20 contains 109008 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 9669 members 
Mstep: Class 25 contains 12157 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 17801 members 
Mstep: Class 29 contains 14987 members 
Mstep: Class 30 contains 23559 members 
Mstep: Class 31 contains 7017 members 
Mstep: Class 32 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183224.000000 Penalty: 103566.023438
Iteration 92Q: 33 clusters Score -3.818322e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 9729 members 
Mstep: Class 4 contains 16931 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7493 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 32133 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 9414 members 
Mstep: Class 11 contains 3280 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 9507 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23596 members 
Mstep: Class 16 contains 13384 members 
Mstep: Class 17 contains 37883 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13520 members 
Mstep: Class 20 contains 108894 members 
Mstep: Class 21 contains 5724 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 9719 members 
Mstep: Class 25 contains 12157 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 18023 members 
Mstep: Class 29 contains 14987 members 
Mstep: Class 30 contains 23549 members 
Mstep: Class 31 contains 7022 members 
Mstep: Class 32 contains 3976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183292.000000 Penalty: 103566.023438
Iteration 93Q: 33 clusters Score -3.818329e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4549 members 
Mstep: Class 3 contains 9729 members 
Mstep: Class 4 contains 16929 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 13170 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 11829 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 16 contains 13384 members 
Mstep: Class 17 contains 37890 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13523 members 
Mstep: Class 20 contains 108775 members 
Mstep: Class 21 contains 5723 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4085 members 
Mstep: Class 24 contains 9772 members 
Mstep: Class 25 contains 12157 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 5928 members 
Mstep: Class 28 contains 18210 members 
Mstep: Class 29 contains 14987 members 
Mstep: Class 30 contains 23536 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 3995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183336.000000 Penalty: 103566.023438
Iteration 94Q: 33 clusters Score -3.818334e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4537 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16927 members 
Mstep: Class 5 contains 12326 members 
Mstep: Class 6 contains 7490 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 31767 members 
Mstep: Class 9 contains 13266 members 
Mstep: Class 10 contains 9425 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 11842 members 
Mstep: Class 13 contains 9424 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23586 members 
Mstep: Class 16 contains 13386 members 
Mstep: Class 17 contains 37898 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 108665 members 
Mstep: Class 21 contains 5724 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 9813 members 
Mstep: Class 25 contains 12158 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 5927 members 
Mstep: Class 28 contains 18374 members 
Mstep: Class 29 contains 14987 members 
Mstep: Class 30 contains 23531 members 
Mstep: Class 31 contains 7026 members 
Mstep: Class 32 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183512.000000 Penalty: 103566.023438
Iteration 95Q: 33 clusters Score -3.818351e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 16927 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 31607 members 
Mstep: Class 9 contains 13335 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 11862 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23583 members 
Mstep: Class 16 contains 13386 members 
Mstep: Class 17 contains 37902 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13521 members 
Mstep: Class 20 contains 108586 members 
Mstep: Class 21 contains 5727 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 9855 members 
Mstep: Class 25 contains 12159 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 5928 members 
Mstep: Class 28 contains 18532 members 
Mstep: Class 29 contains 14987 members 
Mstep: Class 30 contains 23527 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183412.000000 Penalty: 103566.023438
Iteration 96Q: 33 clusters Score -3.818341e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4516 members 
Mstep: Class 3 contains 9733 members 
Mstep: Class 4 contains 16929 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 31455 members 
Mstep: Class 9 contains 13405 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 11879 members 
Mstep: Class 13 contains 9351 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23581 members 
Mstep: Class 16 contains 13386 members 
Mstep: Class 17 contains 37903 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13520 members 
Mstep: Class 20 contains 108508 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 9896 members 
Mstep: Class 25 contains 12159 members 
Mstep: Class 26 contains 5030 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 18683 members 
Mstep: Class 29 contains 14987 members 
Mstep: Class 30 contains 23521 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183436.000000 Penalty: 103566.023438
Iteration 97Q: 33 clusters Score -3.818344e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 9733 members 
Mstep: Class 4 contains 16928 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 31326 members 
Mstep: Class 9 contains 13465 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 11895 members 
Mstep: Class 13 contains 9306 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23580 members 
Mstep: Class 16 contains 13386 members 
Mstep: Class 17 contains 37904 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13524 members 
Mstep: Class 20 contains 108433 members 
Mstep: Class 21 contains 5728 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 12159 members 
Mstep: Class 26 contains 5030 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 18824 members 
Mstep: Class 29 contains 14987 members 
Mstep: Class 30 contains 23515 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183488.000000 Penalty: 103566.023438
Iteration 98Q: 33 clusters Score -3.818349e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 9733 members 
Mstep: Class 4 contains 16930 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 31188 members 
Mstep: Class 9 contains 13520 members 
Mstep: Class 10 contains 9436 members 
Mstep: Class 11 contains 3272 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 13 contains 9285 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23576 members 
Mstep: Class 16 contains 13387 members 
Mstep: Class 17 contains 37906 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 108370 members 
Mstep: Class 21 contains 5719 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4077 members 
Mstep: Class 24 contains 9971 members 
Mstep: Class 25 contains 12159 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 18951 members 
Mstep: Class 29 contains 14989 members 
Mstep: Class 30 contains 23515 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183396.000000 Penalty: 103566.023438
Iteration 99Q: 33 clusters Score -3.81834e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 16930 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 31059 members 
Mstep: Class 9 contains 13564 members 
Mstep: Class 10 contains 9436 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 11911 members 
Mstep: Class 13 contains 9256 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23571 members 
Mstep: Class 16 contains 13387 members 
Mstep: Class 17 contains 37909 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13529 members 
Mstep: Class 20 contains 108314 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4073 members 
Mstep: Class 24 contains 9996 members 
Mstep: Class 25 contains 12159 members 
Mstep: Class 26 contains 5047 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 19091 members 
Mstep: Class 29 contains 14989 members 
Mstep: Class 30 contains 23514 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183484.000000 Penalty: 103566.023438
Iteration 100F: 33 clusters Score -3.818348e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16930 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30941 members 
Mstep: Class 9 contains 13613 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 11919 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23571 members 
Mstep: Class 16 contains 13386 members 
Mstep: Class 17 contains 37905 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13530 members 
Mstep: Class 20 contains 108265 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4069 members 
Mstep: Class 24 contains 10025 members 
Mstep: Class 25 contains 12159 members 
Mstep: Class 26 contains 5055 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 19219 members 
Mstep: Class 29 contains 14990 members 
Mstep: Class 30 contains 23511 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183460.000000 Penalty: 103566.023438
Iteration 101Q: 33 clusters Score -3.818346e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16929 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30841 members 
Mstep: Class 9 contains 13660 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 11936 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23570 members 
Mstep: Class 16 contains 13386 members 
Mstep: Class 17 contains 37899 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 108204 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4071 members 
Mstep: Class 24 contains 10049 members 
Mstep: Class 25 contains 12160 members 
Mstep: Class 26 contains 5063 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 19332 members 
Mstep: Class 29 contains 14990 members 
Mstep: Class 30 contains 23508 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183476.000000 Penalty: 103566.023438
Iteration 102Q: 33 clusters Score -3.818348e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 16925 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30746 members 
Mstep: Class 9 contains 13699 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 11963 members 
Mstep: Class 13 contains 9123 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 23568 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37894 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 13538 members 
Mstep: Class 20 contains 108158 members 
Mstep: Class 21 contains 5688 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4063 members 
Mstep: Class 24 contains 10076 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5070 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 19436 members 
Mstep: Class 29 contains 14990 members 
Mstep: Class 30 contains 23502 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183532.000000 Penalty: 103566.023438
Iteration 103Q: 33 clusters Score -3.818353e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 16923 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7488 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30640 members 
Mstep: Class 9 contains 13738 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 9074 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13387 members 
Mstep: Class 17 contains 37889 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 13539 members 
Mstep: Class 20 contains 108110 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4057 members 
Mstep: Class 24 contains 10113 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 19542 members 
Mstep: Class 29 contains 14992 members 
Mstep: Class 30 contains 23500 members 
Mstep: Class 31 contains 7026 members 
Mstep: Class 32 contains 4056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183548.000000 Penalty: 103566.023438
Iteration 104Q: 33 clusters Score -3.818355e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 16921 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30528 members 
Mstep: Class 9 contains 13783 members 
Mstep: Class 10 contains 9453 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13387 members 
Mstep: Class 17 contains 37895 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 13539 members 
Mstep: Class 20 contains 108069 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4049 members 
Mstep: Class 24 contains 10158 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 19650 members 
Mstep: Class 29 contains 14992 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183636.000000 Penalty: 103566.023438
Iteration 105Q: 33 clusters Score -3.818364e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 16914 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7498 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30443 members 
Mstep: Class 9 contains 13816 members 
Mstep: Class 10 contains 9456 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 8987 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37894 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 13542 members 
Mstep: Class 20 contains 108029 members 
Mstep: Class 21 contains 5675 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4042 members 
Mstep: Class 24 contains 10192 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5100 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 19743 members 
Mstep: Class 29 contains 14991 members 
Mstep: Class 30 contains 23496 members 
Mstep: Class 31 contains 7026 members 
Mstep: Class 32 contains 4060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183712.000000 Penalty: 103566.023438
Iteration 106Q: 33 clusters Score -3.818371e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 16912 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30347 members 
Mstep: Class 9 contains 13848 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 12003 members 
Mstep: Class 13 contains 8962 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37892 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 13547 members 
Mstep: Class 20 contains 107994 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4039 members 
Mstep: Class 24 contains 10213 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 19830 members 
Mstep: Class 29 contains 14991 members 
Mstep: Class 30 contains 23494 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183724.000000 Penalty: 103566.023438
Iteration 107Q: 33 clusters Score -3.818372e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 16911 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30249 members 
Mstep: Class 9 contains 13870 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 12013 members 
Mstep: Class 13 contains 8939 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37888 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 13550 members 
Mstep: Class 20 contains 107968 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 10245 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 19909 members 
Mstep: Class 29 contains 14992 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183824.000000 Penalty: 103566.023438
Iteration 108Q: 33 clusters Score -3.818382e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16910 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30154 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 12022 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13387 members 
Mstep: Class 17 contains 37888 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13548 members 
Mstep: Class 20 contains 107942 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 10272 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 19993 members 
Mstep: Class 29 contains 14995 members 
Mstep: Class 30 contains 23494 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183844.000000 Penalty: 103566.023438
Iteration 109Q: 33 clusters Score -3.818384e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16909 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 30074 members 
Mstep: Class 9 contains 13925 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 3272 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23569 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13548 members 
Mstep: Class 20 contains 107911 members 
Mstep: Class 21 contains 5653 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4038 members 
Mstep: Class 24 contains 10297 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5114 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 20077 members 
Mstep: Class 29 contains 14995 members 
Mstep: Class 30 contains 23494 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183920.000000 Penalty: 103566.023438
Iteration 110Q: 33 clusters Score -3.818392e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29983 members 
Mstep: Class 9 contains 13952 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 12055 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23569 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37878 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13551 members 
Mstep: Class 20 contains 107888 members 
Mstep: Class 21 contains 5649 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4038 members 
Mstep: Class 24 contains 10334 members 
Mstep: Class 25 contains 12162 members 
Mstep: Class 26 contains 5109 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 20150 members 
Mstep: Class 29 contains 14994 members 
Mstep: Class 30 contains 23495 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183900.000000 Penalty: 103566.023438
Iteration 111Q: 33 clusters Score -3.81839e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16905 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29915 members 
Mstep: Class 9 contains 13982 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 12076 members 
Mstep: Class 13 contains 8820 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23569 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37868 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13546 members 
Mstep: Class 20 contains 107867 members 
Mstep: Class 21 contains 5646 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 20213 members 
Mstep: Class 29 contains 14996 members 
Mstep: Class 30 contains 23495 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183944.000000 Penalty: 103566.023438
Iteration 112Q: 33 clusters Score -3.818394e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 16905 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29863 members 
Mstep: Class 9 contains 14004 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 12100 members 
Mstep: Class 13 contains 8784 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23568 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37855 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13538 members 
Mstep: Class 20 contains 107849 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4042 members 
Mstep: Class 24 contains 10404 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5109 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 20274 members 
Mstep: Class 29 contains 14996 members 
Mstep: Class 30 contains 23495 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183944.000000 Penalty: 103566.023438
Iteration 113Q: 33 clusters Score -3.818394e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 16904 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29791 members 
Mstep: Class 9 contains 14019 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 12125 members 
Mstep: Class 13 contains 8750 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37842 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13537 members 
Mstep: Class 20 contains 107831 members 
Mstep: Class 21 contains 5638 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4044 members 
Mstep: Class 24 contains 10438 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5106 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 20339 members 
Mstep: Class 29 contains 14996 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183928.000000 Penalty: 103566.023438
Iteration 114Q: 33 clusters Score -3.818393e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 16904 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29733 members 
Mstep: Class 9 contains 14035 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 12148 members 
Mstep: Class 13 contains 8718 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 37830 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13538 members 
Mstep: Class 20 contains 107818 members 
Mstep: Class 21 contains 5633 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4046 members 
Mstep: Class 24 contains 10460 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 20402 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 23498 members 
Mstep: Class 31 contains 7030 members 
Mstep: Class 32 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183952.000000 Penalty: 103566.023438
Iteration 115Q: 33 clusters Score -3.818395e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 16904 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29690 members 
Mstep: Class 9 contains 14056 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 12166 members 
Mstep: Class 13 contains 8699 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13389 members 
Mstep: Class 17 contains 37814 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13540 members 
Mstep: Class 20 contains 107801 members 
Mstep: Class 21 contains 5628 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4048 members 
Mstep: Class 24 contains 10480 members 
Mstep: Class 25 contains 12160 members 
Mstep: Class 26 contains 5113 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 20450 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38184060.000000 Penalty: 103566.023438
Iteration 116Q: 33 clusters Score -3.818406e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 16903 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29652 members 
Mstep: Class 9 contains 14073 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 12183 members 
Mstep: Class 13 contains 8677 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13389 members 
Mstep: Class 17 contains 37792 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 107787 members 
Mstep: Class 21 contains 5622 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4048 members 
Mstep: Class 24 contains 10502 members 
Mstep: Class 25 contains 12160 members 
Mstep: Class 26 contains 5118 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 20497 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38184072.000000 Penalty: 103566.023438
Iteration 117Q: 33 clusters Score -3.818407e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 16903 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29620 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 12203 members 
Mstep: Class 13 contains 8647 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13389 members 
Mstep: Class 17 contains 37774 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13540 members 
Mstep: Class 20 contains 107773 members 
Mstep: Class 21 contains 5619 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4050 members 
Mstep: Class 24 contains 10516 members 
Mstep: Class 25 contains 12160 members 
Mstep: Class 26 contains 5123 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 20539 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 7030 members 
Mstep: Class 32 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38184092.000000 Penalty: 103566.023438
Iteration 118Q: 33 clusters Score -3.818409e+07 nChanged 164
Entering ConstructFrom: 
Score: -38184092.000000 Penalty: 103566.023438
Entering ConstructFrom: 
Trying to split cluster 1 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -437069.593750 Penalty: 2139.481934
	Iteration 0F: 2 clusters Score -437069.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -432203.906250 Penalty: 4278.963867
	Iteration 0F: 3 clusters Score -432203.9 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -433461.125000 Penalty: 4278.963867
	Iteration 1F: 3 clusters Score -433461.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -433677.531250 Penalty: 4278.963867
	Iteration 2F: 3 clusters Score -433677.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -433784.375000 Penalty: 4278.963867
	Iteration 3Q: 3 clusters Score -433784.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -433843.312500 Penalty: 4278.963867
	Iteration 4Q: 3 clusters Score -433843.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -433882.218750 Penalty: 4278.963867
	Iteration 5Q: 3 clusters Score -433882.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -433910.000000 Penalty: 4278.963867
	Iteration 6Q: 3 clusters Score -433910 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -433939.062500 Penalty: 4278.963867
	Iteration 7Q: 3 clusters Score -433939.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -433961.562500 Penalty: 4278.963867
	Iteration 8Q: 3 clusters Score -433961.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -433984.187500 Penalty: 4278.963867
	Iteration 9Q: 3 clusters Score -433984.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -434010.906250 Penalty: 4278.963867
	Iteration 10Q: 3 clusters Score -434010.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -434036.781250 Penalty: 4278.963867
	Iteration 11Q: 3 clusters Score -434036.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -434055.468750 Penalty: 4278.963867
	Iteration 12Q: 3 clusters Score -434055.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -434077.968750 Penalty: 4278.963867
	Iteration 13Q: 3 clusters Score -434078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -434095.125000 Penalty: 4278.963867
	Iteration 14Q: 3 clusters Score -434095.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -434114.406250 Penalty: 4278.963867
	Iteration 15Q: 3 clusters Score -434114.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -434131.125000 Penalty: 4278.963867
	Iteration 16Q: 3 clusters Score -434131.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -434150.875000 Penalty: 4278.963867
	Iteration 17Q: 3 clusters Score -434150.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -434170.312500 Penalty: 4278.963867
	Iteration 18Q: 3 clusters Score -434170.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -434189.187500 Penalty: 4278.963867
	Iteration 19Q: 3 clusters Score -434189.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -434209.593750 Penalty: 4278.963867
	Iteration 20F: 3 clusters Score -434209.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -434224.656250 Penalty: 4278.963867
	Iteration 21Q: 3 clusters Score -434224.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -434241.937500 Penalty: 4278.963867
	Iteration 22Q: 3 clusters Score -434241.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -434265.281250 Penalty: 4278.963867
	Iteration 23Q: 3 clusters Score -434265.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -434286.218750 Penalty: 4278.963867
	Iteration 24Q: 3 clusters Score -434286.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -434307.000000 Penalty: 4278.963867
	Iteration 25Q: 3 clusters Score -434307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -434324.500000 Penalty: 4278.963867
	Iteration 26Q: 3 clusters Score -434324.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -434339.968750 Penalty: 4278.963867
	Iteration 27Q: 3 clusters Score -434340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -434350.437500 Penalty: 4278.963867
	Iteration 28Q: 3 clusters Score -434350.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -434360.531250 Penalty: 4278.963867
	Iteration 29Q: 3 clusters Score -434360.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -434371.687500 Penalty: 4278.963867
	Iteration 30Q: 3 clusters Score -434371.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -434386.281250 Penalty: 4278.963867
	Iteration 31Q: 3 clusters Score -434386.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -434399.875000 Penalty: 4278.963867
	Iteration 32Q: 3 clusters Score -434399.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -434418.656250 Penalty: 4278.963867
	Iteration 33Q: 3 clusters Score -434418.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -434437.562500 Penalty: 4278.963867
	Iteration 34Q: 3 clusters Score -434437.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -434459.718750 Penalty: 4278.963867
	Iteration 35Q: 3 clusters Score -434459.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -434485.968750 Penalty: 4278.963867
	Iteration 36Q: 3 clusters Score -434486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -434511.406250 Penalty: 4278.963867
	Iteration 37Q: 3 clusters Score -434511.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -434544.218750 Penalty: 4278.963867
	Iteration 38Q: 3 clusters Score -434544.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -434588.062500 Penalty: 4278.963867
	Iteration 39Q: 3 clusters Score -434588.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -434633.937500 Penalty: 4278.963867
	Iteration 40F: 3 clusters Score -434633.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -434681.843750 Penalty: 4278.963867
	Iteration 41Q: 3 clusters Score -434681.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -434735.531250 Penalty: 4278.963867
	Iteration 42Q: 3 clusters Score -434735.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -434778.812500 Penalty: 4278.963867
	Iteration 43Q: 3 clusters Score -434778.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -434818.625000 Penalty: 4278.963867
	Iteration 44Q: 3 clusters Score -434818.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -434867.218750 Penalty: 4278.963867
	Iteration 45Q: 3 clusters Score -434867.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -434928.875000 Penalty: 4278.963867
	Iteration 46Q: 3 clusters Score -434928.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -434986.281250 Penalty: 4278.963867
	Iteration 47Q: 3 clusters Score -434986.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -435028.125000 Penalty: 4278.963867
	Iteration 48Q: 3 clusters Score -435028.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -435061.625000 Penalty: 4278.963867
	Iteration 49Q: 3 clusters Score -435061.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -435082.625000 Penalty: 4278.963867
	Iteration 50Q: 3 clusters Score -435082.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -435096.312500 Penalty: 4278.963867
	Iteration 51Q: 3 clusters Score -435096.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -435108.187500 Penalty: 4278.963867
	Iteration 52Q: 3 clusters Score -435108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -435124.812500 Penalty: 4278.963867
	Iteration 53Q: 3 clusters Score -435124.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -435140.343750 Penalty: 4278.963867
	Iteration 54Q: 3 clusters Score -435140.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -435151.031250 Penalty: 4278.963867
	Iteration 55Q: 3 clusters Score -435151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -435157.312500 Penalty: 4278.963867
	Iteration 56Q: 3 clusters Score -435157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -435161.312500 Penalty: 4278.963867
	Iteration 57Q: 3 clusters Score -435161.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -435167.656250 Penalty: 4278.963867
	Iteration 58Q: 3 clusters Score -435167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -435170.000000 Penalty: 4278.963867
	Iteration 59Q: 3 clusters Score -435170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -435173.500000 Penalty: 4278.963867
	Iteration 60F: 3 clusters Score -435173.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -435177.406250 Penalty: 4278.963867
	Iteration 61Q: 3 clusters Score -435177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -435180.031250 Penalty: 4278.963867
	Iteration 62Q: 3 clusters Score -435180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -435182.093750 Penalty: 4278.963867
	Iteration 63Q: 3 clusters Score -435182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -435183.625000 Penalty: 4278.963867
	Iteration 64Q: 3 clusters Score -435183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -435187.281250 Penalty: 4278.963867
	Iteration 65Q: 3 clusters Score -435187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -435191.000000 Penalty: 4278.963867
	Iteration 66Q: 3 clusters Score -435191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -435192.656250 Penalty: 4278.963867
	Iteration 67Q: 3 clusters Score -435192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -435195.937500 Penalty: 4278.963867
	Iteration 68Q: 3 clusters Score -435195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -435198.156250 Penalty: 4278.963867
	Iteration 69Q: 3 clusters Score -435198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -435198.500000 Penalty: 4278.963867
	Iteration 70Q: 3 clusters Score -435198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -435202.593750 Penalty: 4278.963867
	Iteration 71Q: 3 clusters Score -435202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -435203.625000 Penalty: 4278.963867
	Iteration 72Q: 3 clusters Score -435203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -435204.687500 Penalty: 4278.963867
	Iteration 73Q: 3 clusters Score -435204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -435205.468750 Penalty: 4278.963867
	Iteration 74Q: 3 clusters Score -435205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -435206.437500 Penalty: 4278.963867
	Iteration 75Q: 3 clusters Score -435206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -435206.812500 Penalty: 4278.963867
	Iteration 76Q: 3 clusters Score -435206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -435206.812500 Penalty: 4278.963867
	Iteration 77F: 3 clusters Score -435206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -311823.406250 Penalty: 2081.910156
	Iteration 0F: 2 clusters Score -311823.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -307679.718750 Penalty: 4163.820312
	Iteration 0F: 3 clusters Score -307679.7 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -308643.406250 Penalty: 4163.820312
	Iteration 1F: 3 clusters Score -308643.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -308946.000000 Penalty: 4163.820312
	Iteration 2F: 3 clusters Score -308946 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -309244.843750 Penalty: 4163.820312
	Iteration 3F: 3 clusters Score -309244.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -309569.312500 Penalty: 4163.820312
	Iteration 4F: 3 clusters Score -309569.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -309935.500000 Penalty: 4163.820312
	Iteration 5F: 3 clusters Score -309935.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -310223.250000 Penalty: 4163.820312
	Iteration 6F: 3 clusters Score -310223.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -310475.593750 Penalty: 4163.820312
	Iteration 7Q: 3 clusters Score -310475.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -310687.687500 Penalty: 4163.820312
	Iteration 8Q: 3 clusters Score -310687.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -310845.468750 Penalty: 4163.820312
	Iteration 9Q: 3 clusters Score -310845.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -310947.437500 Penalty: 4163.820312
	Iteration 10Q: 3 clusters Score -310947.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -311008.156250 Penalty: 4163.820312
	Iteration 11Q: 3 clusters Score -311008.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -311044.656250 Penalty: 4163.820312
	Iteration 12Q: 3 clusters Score -311044.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -311068.468750 Penalty: 4163.820312
	Iteration 13Q: 3 clusters Score -311068.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -311084.375000 Penalty: 4163.820312
	Iteration 14Q: 3 clusters Score -311084.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -311100.125000 Penalty: 4163.820312
	Iteration 15Q: 3 clusters Score -311100.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -311112.062500 Penalty: 4163.820312
	Iteration 16Q: 3 clusters Score -311112.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -311118.468750 Penalty: 4163.820312
	Iteration 17Q: 3 clusters Score -311118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -311123.375000 Penalty: 4163.820312
	Iteration 18Q: 3 clusters Score -311123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -311134.343750 Penalty: 4163.820312
	Iteration 19Q: 3 clusters Score -311134.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -311140.312500 Penalty: 4163.820312
	Iteration 20F: 3 clusters Score -311140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -311143.062500 Penalty: 4163.820312
	Iteration 21Q: 3 clusters Score -311143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -311144.750000 Penalty: 4163.820312
	Iteration 22Q: 3 clusters Score -311144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -311145.531250 Penalty: 4163.820312
	Iteration 23Q: 3 clusters Score -311145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -311145.750000 Penalty: 4163.820312
	Iteration 24Q: 3 clusters Score -311145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -311148.031250 Penalty: 4163.820312
	Iteration 25Q: 3 clusters Score -311148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -311149.812500 Penalty: 4163.820312
	Iteration 26Q: 3 clusters Score -311149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -311149.906250 Penalty: 4163.820312
	Iteration 27Q: 3 clusters Score -311149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -311149.906250 Penalty: 4163.820312
	Iteration 28F: 3 clusters Score -311149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -849391.562500 Penalty: 2277.274414
	Iteration 0F: 2 clusters Score -849391.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -841846.625000 Penalty: 4554.548828
	Iteration 0F: 3 clusters Score -841846.6 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -843891.375000 Penalty: 4554.548828
	Iteration 1F: 3 clusters Score -843891.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -844163.750000 Penalty: 4554.548828
	Iteration 2F: 3 clusters Score -844163.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -844401.125000 Penalty: 4554.548828
	Iteration 3Q: 3 clusters Score -844401.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -844637.937500 Penalty: 4554.548828
	Iteration 4Q: 3 clusters Score -844637.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -844878.062500 Penalty: 4554.548828
	Iteration 5Q: 3 clusters Score -844878.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -845152.312500 Penalty: 4554.548828
	Iteration 6Q: 3 clusters Score -845152.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -845474.875000 Penalty: 4554.548828
	Iteration 7Q: 3 clusters Score -845474.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -845810.187500 Penalty: 4554.548828
	Iteration 8Q: 3 clusters Score -845810.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -846133.000000 Penalty: 4554.548828
	Iteration 9Q: 3 clusters Score -846133 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -846453.937500 Penalty: 4554.548828
	Iteration 10Q: 3 clusters Score -846453.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -846717.187500 Penalty: 4554.548828
	Iteration 11Q: 3 clusters Score -846717.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -846898.000000 Penalty: 4554.548828
	Iteration 12Q: 3 clusters Score -846898 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -847015.937500 Penalty: 4554.548828
	Iteration 13Q: 3 clusters Score -847015.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -847109.437500 Penalty: 4554.548828
	Iteration 14Q: 3 clusters Score -847109.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -847166.562500 Penalty: 4554.548828
	Iteration 15Q: 3 clusters Score -847166.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -847198.937500 Penalty: 4554.548828
	Iteration 16Q: 3 clusters Score -847198.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -847226.125000 Penalty: 4554.548828
	Iteration 17Q: 3 clusters Score -847226.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -847245.937500 Penalty: 4554.548828
	Iteration 18Q: 3 clusters Score -847245.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -847264.437500 Penalty: 4554.548828
	Iteration 19Q: 3 clusters Score -847264.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -847272.312500 Penalty: 4554.548828
	Iteration 20F: 3 clusters Score -847272.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -847285.687500 Penalty: 4554.548828
	Iteration 21Q: 3 clusters Score -847285.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -847298.625000 Penalty: 4554.548828
	Iteration 22Q: 3 clusters Score -847298.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -847306.125000 Penalty: 4554.548828
	Iteration 23Q: 3 clusters Score -847306.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -847315.312500 Penalty: 4554.548828
	Iteration 24Q: 3 clusters Score -847315.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -847326.937500 Penalty: 4554.548828
	Iteration 25Q: 3 clusters Score -847326.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -847334.062500 Penalty: 4554.548828
	Iteration 26Q: 3 clusters Score -847334.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -847342.500000 Penalty: 4554.548828
	Iteration 27Q: 3 clusters Score -847342.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -847355.125000 Penalty: 4554.548828
	Iteration 28Q: 3 clusters Score -847355.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -847372.437500 Penalty: 4554.548828
	Iteration 29Q: 3 clusters Score -847372.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -847381.687500 Penalty: 4554.548828
	Iteration 30Q: 3 clusters Score -847381.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -847388.750000 Penalty: 4554.548828
	Iteration 31Q: 3 clusters Score -847388.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -847400.250000 Penalty: 4554.548828
	Iteration 32Q: 3 clusters Score -847400.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -847419.375000 Penalty: 4554.548828
	Iteration 33Q: 3 clusters Score -847419.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -847446.625000 Penalty: 4554.548828
	Iteration 34Q: 3 clusters Score -847446.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -847461.750000 Penalty: 4554.548828
	Iteration 35Q: 3 clusters Score -847461.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -847478.625000 Penalty: 4554.548828
	Iteration 36Q: 3 clusters Score -847478.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -847487.562500 Penalty: 4554.548828
	Iteration 37Q: 3 clusters Score -847487.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -847505.000000 Penalty: 4554.548828
	Iteration 38Q: 3 clusters Score -847505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -847525.187500 Penalty: 4554.548828
	Iteration 39Q: 3 clusters Score -847525.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -847549.312500 Penalty: 4554.548828
	Iteration 40F: 3 clusters Score -847549.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -847569.437500 Penalty: 4554.548828
	Iteration 41Q: 3 clusters Score -847569.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -847589.000000 Penalty: 4554.548828
	Iteration 42Q: 3 clusters Score -847589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -847602.062500 Penalty: 4554.548828
	Iteration 43Q: 3 clusters Score -847602.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -847615.062500 Penalty: 4554.548828
	Iteration 44Q: 3 clusters Score -847615.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -847634.687500 Penalty: 4554.548828
	Iteration 45Q: 3 clusters Score -847634.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -847649.875000 Penalty: 4554.548828
	Iteration 46Q: 3 clusters Score -847649.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -847662.437500 Penalty: 4554.548828
	Iteration 47Q: 3 clusters Score -847662.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -847675.937500 Penalty: 4554.548828
	Iteration 48Q: 3 clusters Score -847675.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -847685.312500 Penalty: 4554.548828
	Iteration 49Q: 3 clusters Score -847685.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -847695.812500 Penalty: 4554.548828
	Iteration 50Q: 3 clusters Score -847695.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -847697.312500 Penalty: 4554.548828
	Iteration 51Q: 3 clusters Score -847697.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -847706.687500 Penalty: 4554.548828
	Iteration 52Q: 3 clusters Score -847706.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -847713.875000 Penalty: 4554.548828
	Iteration 53Q: 3 clusters Score -847713.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -847719.687500 Penalty: 4554.548828
	Iteration 54Q: 3 clusters Score -847719.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -847725.687500 Penalty: 4554.548828
	Iteration 55Q: 3 clusters Score -847725.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -847726.000000 Penalty: 4554.548828
	Iteration 56Q: 3 clusters Score -847726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -847730.437500 Penalty: 4554.548828
	Iteration 57Q: 3 clusters Score -847730.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -847735.687500 Penalty: 4554.548828
	Iteration 58Q: 3 clusters Score -847735.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -847740.312500 Penalty: 4554.548828
	Iteration 59Q: 3 clusters Score -847740.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -847741.625000 Penalty: 4554.548828
	Iteration 60F: 3 clusters Score -847741.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -847744.187500 Penalty: 4554.548828
	Iteration 61Q: 3 clusters Score -847744.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -847747.000000 Penalty: 4554.548828
	Iteration 62Q: 3 clusters Score -847747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -847750.937500 Penalty: 4554.548828
	Iteration 63Q: 3 clusters Score -847750.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -847755.062500 Penalty: 4554.548828
	Iteration 64Q: 3 clusters Score -847755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -847755.562500 Penalty: 4554.548828
	Iteration 65Q: 3 clusters Score -847755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -847754.937500 Penalty: 4554.548828
	Iteration 66Q: 3 clusters Score -847754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -847754.562500 Penalty: 4554.548828
	Iteration 67Q: 3 clusters Score -847754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -847755.500000 Penalty: 4554.548828
	Iteration 68Q: 3 clusters Score -847755.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -847754.500000 Penalty: 4554.548828
	Iteration 69Q: 3 clusters Score -847754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -847755.125000 Penalty: 4554.548828
	Iteration 70Q: 3 clusters Score -847755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -847756.625000 Penalty: 4554.548828
	Iteration 71Q: 3 clusters Score -847756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -847757.500000 Penalty: 4554.548828
	Iteration 72Q: 3 clusters Score -847757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -847759.000000 Penalty: 4554.548828
	Iteration 73Q: 3 clusters Score -847759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -847761.312500 Penalty: 4554.548828
	Iteration 74Q: 3 clusters Score -847761.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -847761.812500 Penalty: 4554.548828
	Iteration 75Q: 3 clusters Score -847761.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -847766.750000 Penalty: 4554.548828
	Iteration 76Q: 3 clusters Score -847766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -847768.125000 Penalty: 4554.548828
	Iteration 77Q: 3 clusters Score -847768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -847768.812500 Penalty: 4554.548828
	Iteration 78Q: 3 clusters Score -847768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -847769.937500 Penalty: 4554.548828
	Iteration 79Q: 3 clusters Score -847769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -847770.937500 Penalty: 4554.548828
	Iteration 80F: 3 clusters Score -847770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -847773.187500 Penalty: 4554.548828
	Iteration 81Q: 3 clusters Score -847773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -847775.000000 Penalty: 4554.548828
	Iteration 82Q: 3 clusters Score -847775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -847774.812500 Penalty: 4554.548828
	Iteration 83Q: 3 clusters Score -847774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -847775.187500 Penalty: 4554.548828
	Iteration 84Q: 3 clusters Score -847775.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -847777.812500 Penalty: 4554.548828
	Iteration 85Q: 3 clusters Score -847777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -847780.250000 Penalty: 4554.548828
	Iteration 86Q: 3 clusters Score -847780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -847781.750000 Penalty: 4554.548828
	Iteration 87Q: 3 clusters Score -847781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -847782.937500 Penalty: 4554.548828
	Iteration 88Q: 3 clusters Score -847782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -847782.937500 Penalty: 4554.548828
	Iteration 89F: 3 clusters Score -847782.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Entering Unmasked Estep 
Score: -1472519.875000 Penalty: 2414.311768
	Iteration 0F: 2 clusters Score -1472520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1460365.000000 Penalty: 4828.623535
	Iteration 0F: 3 clusters Score -1460365 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1464381.625000 Penalty: 4828.623535
	Iteration 1F: 3 clusters Score -1464382 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1464759.250000 Penalty: 4828.623535
	Iteration 2F: 3 clusters Score -1464759 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1465085.500000 Penalty: 4828.623535
	Iteration 3Q: 3 clusters Score -1465086 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1465434.250000 Penalty: 4828.623535
	Iteration 4Q: 3 clusters Score -1465434 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1465856.625000 Penalty: 4828.623535
	Iteration 5Q: 3 clusters Score -1465857 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1466398.125000 Penalty: 4828.623535
	Iteration 6F: 3 clusters Score -1466398 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1467083.750000 Penalty: 4828.623535
	Iteration 7F: 3 clusters Score -1467084 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1467797.500000 Penalty: 4828.623535
	Iteration 8F: 3 clusters Score -1467798 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1468481.500000 Penalty: 4828.623535
	Iteration 9F: 3 clusters Score -1468482 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1469033.625000 Penalty: 4828.623535
	Iteration 10Q: 3 clusters Score -1469034 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1469463.000000 Penalty: 4828.623535
	Iteration 11Q: 3 clusters Score -1469463 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1469733.625000 Penalty: 4828.623535
	Iteration 12Q: 3 clusters Score -1469734 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1469943.750000 Penalty: 4828.623535
	Iteration 13Q: 3 clusters Score -1469944 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1470062.000000 Penalty: 4828.623535
	Iteration 14Q: 3 clusters Score -1470062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1470136.625000 Penalty: 4828.623535
	Iteration 15Q: 3 clusters Score -1470137 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1470182.250000 Penalty: 4828.623535
	Iteration 16Q: 3 clusters Score -1470182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1470213.750000 Penalty: 4828.623535
	Iteration 17Q: 3 clusters Score -1470214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1470246.875000 Penalty: 4828.623535
	Iteration 18Q: 3 clusters Score -1470247 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1470274.625000 Penalty: 4828.623535
	Iteration 19Q: 3 clusters Score -1470275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1470297.125000 Penalty: 4828.623535
	Iteration 20F: 3 clusters Score -1470297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1470311.625000 Penalty: 4828.623535
	Iteration 21Q: 3 clusters Score -1470312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1470319.375000 Penalty: 4828.623535
	Iteration 22Q: 3 clusters Score -1470319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1470326.250000 Penalty: 4828.623535
	Iteration 23Q: 3 clusters Score -1470326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1470336.000000 Penalty: 4828.623535
	Iteration 24Q: 3 clusters Score -1470336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1470341.500000 Penalty: 4828.623535
	Iteration 25Q: 3 clusters Score -1470342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1470348.750000 Penalty: 4828.623535
	Iteration 26Q: 3 clusters Score -1470349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1470354.125000 Penalty: 4828.623535
	Iteration 27Q: 3 clusters Score -1470354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1470356.125000 Penalty: 4828.623535
	Iteration 28Q: 3 clusters Score -1470356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1470363.750000 Penalty: 4828.623535
	Iteration 29Q: 3 clusters Score -1470364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1470365.875000 Penalty: 4828.623535
	Iteration 30Q: 3 clusters Score -1470366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1470367.750000 Penalty: 4828.623535
	Iteration 31Q: 3 clusters Score -1470368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1470373.875000 Penalty: 4828.623535
	Iteration 32Q: 3 clusters Score -1470374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1470375.375000 Penalty: 4828.623535
	Iteration 33Q: 3 clusters Score -1470375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1470374.125000 Penalty: 4828.623535
	Iteration 34Q: 3 clusters Score -1470374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1470377.625000 Penalty: 4828.623535
	Iteration 35Q: 3 clusters Score -1470378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1470378.875000 Penalty: 4828.623535
	Iteration 36Q: 3 clusters Score -1470379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1470377.625000 Penalty: 4828.623535
	Iteration 37Q: 3 clusters Score -1470378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1470381.750000 Penalty: 4828.623535
	Iteration 38Q: 3 clusters Score -1470382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1470382.750000 Penalty: 4828.623535
	Iteration 39Q: 3 clusters Score -1470383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1470386.000000 Penalty: 4828.623535
	Iteration 40F: 3 clusters Score -1470386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1470385.250000 Penalty: 4828.623535
	Iteration 41Q: 3 clusters Score -1470385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1470389.000000 Penalty: 4828.623535
	Iteration 42Q: 3 clusters Score -1470389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1470390.750000 Penalty: 4828.623535
	Iteration 43Q: 3 clusters Score -1470391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1470391.625000 Penalty: 4828.623535
	Iteration 44Q: 3 clusters Score -1470392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1470392.625000 Penalty: 4828.623535
	Iteration 45Q: 3 clusters Score -1470393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1470394.625000 Penalty: 4828.623535
	Iteration 46Q: 3 clusters Score -1470395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1470393.750000 Penalty: 4828.623535
	Iteration 47Q: 3 clusters Score -1470394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1470395.125000 Penalty: 4828.623535
	Iteration 48Q: 3 clusters Score -1470395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1470395.500000 Penalty: 4828.623535
	Iteration 49Q: 3 clusters Score -1470396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1470397.875000 Penalty: 4828.623535
	Iteration 50Q: 3 clusters Score -1470398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1470396.625000 Penalty: 4828.623535
	Iteration 51Q: 3 clusters Score -1470397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1470398.250000 Penalty: 4828.623535
	Iteration 52Q: 3 clusters Score -1470398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1470398.250000 Penalty: 4828.623535
	Iteration 53F: 3 clusters Score -1470398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1079590.375000 Penalty: 2336.007568
	Iteration 0F: 2 clusters Score -1079590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1070460.375000 Penalty: 4672.015137
	Iteration 0F: 3 clusters Score -1070460 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1073366.125000 Penalty: 4672.015137
	Iteration 1F: 3 clusters Score -1073366 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1073763.500000 Penalty: 4672.015137
	Iteration 2F: 3 clusters Score -1073764 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1074238.750000 Penalty: 4672.015137
	Iteration 3F: 3 clusters Score -1074239 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1074778.125000 Penalty: 4672.015137
	Iteration 4F: 3 clusters Score -1074778 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1075411.000000 Penalty: 4672.015137
	Iteration 5F: 3 clusters Score -1075411 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1075967.875000 Penalty: 4672.015137
	Iteration 6F: 3 clusters Score -1075968 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1076395.500000 Penalty: 4672.015137
	Iteration 7F: 3 clusters Score -1076396 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1076677.875000 Penalty: 4672.015137
	Iteration 8Q: 3 clusters Score -1076678 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1076855.875000 Penalty: 4672.015137
	Iteration 9Q: 3 clusters Score -1076856 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1076987.250000 Penalty: 4672.015137
	Iteration 10Q: 3 clusters Score -1076987 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1077089.625000 Penalty: 4672.015137
	Iteration 11Q: 3 clusters Score -1077090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1077171.625000 Penalty: 4672.015137
	Iteration 12Q: 3 clusters Score -1077172 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1077250.500000 Penalty: 4672.015137
	Iteration 13Q: 3 clusters Score -1077250 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1077319.500000 Penalty: 4672.015137
	Iteration 14Q: 3 clusters Score -1077320 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1077382.750000 Penalty: 4672.015137
	Iteration 15Q: 3 clusters Score -1077383 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1077442.125000 Penalty: 4672.015137
	Iteration 16Q: 3 clusters Score -1077442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1077494.750000 Penalty: 4672.015137
	Iteration 17Q: 3 clusters Score -1077495 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1077545.250000 Penalty: 4672.015137
	Iteration 18Q: 3 clusters Score -1077545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1077581.875000 Penalty: 4672.015137
	Iteration 19Q: 3 clusters Score -1077582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1077615.375000 Penalty: 4672.015137
	Iteration 20F: 3 clusters Score -1077615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1077652.125000 Penalty: 4672.015137
	Iteration 21Q: 3 clusters Score -1077652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1077679.500000 Penalty: 4672.015137
	Iteration 22Q: 3 clusters Score -1077680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1077709.250000 Penalty: 4672.015137
	Iteration 23Q: 3 clusters Score -1077709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1077729.500000 Penalty: 4672.015137
	Iteration 24Q: 3 clusters Score -1077730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1077756.875000 Penalty: 4672.015137
	Iteration 25Q: 3 clusters Score -1077757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1077780.250000 Penalty: 4672.015137
	Iteration 26Q: 3 clusters Score -1077780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1077798.125000 Penalty: 4672.015137
	Iteration 27Q: 3 clusters Score -1077798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1077817.250000 Penalty: 4672.015137
	Iteration 28Q: 3 clusters Score -1077817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1077828.875000 Penalty: 4672.015137
	Iteration 29Q: 3 clusters Score -1077829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1077837.625000 Penalty: 4672.015137
	Iteration 30Q: 3 clusters Score -1077838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1077845.625000 Penalty: 4672.015137
	Iteration 31Q: 3 clusters Score -1077846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1077849.875000 Penalty: 4672.015137
	Iteration 32Q: 3 clusters Score -1077850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1077853.875000 Penalty: 4672.015137
	Iteration 33Q: 3 clusters Score -1077854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1077858.000000 Penalty: 4672.015137
	Iteration 34Q: 3 clusters Score -1077858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1077860.875000 Penalty: 4672.015137
	Iteration 35Q: 3 clusters Score -1077861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1077866.125000 Penalty: 4672.015137
	Iteration 36Q: 3 clusters Score -1077866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1077866.750000 Penalty: 4672.015137
	Iteration 37Q: 3 clusters Score -1077867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1077872.375000 Penalty: 4672.015137
	Iteration 38Q: 3 clusters Score -1077872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1077874.125000 Penalty: 4672.015137
	Iteration 39Q: 3 clusters Score -1077874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1077877.625000 Penalty: 4672.015137
	Iteration 40F: 3 clusters Score -1077878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1077879.500000 Penalty: 4672.015137
	Iteration 41Q: 3 clusters Score -1077880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1077882.125000 Penalty: 4672.015137
	Iteration 42Q: 3 clusters Score -1077882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1077881.125000 Penalty: 4672.015137
	Iteration 43Q: 3 clusters Score -1077881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1077883.875000 Penalty: 4672.015137
	Iteration 44Q: 3 clusters Score -1077884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1077887.875000 Penalty: 4672.015137
	Iteration 45Q: 3 clusters Score -1077888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1077893.250000 Penalty: 4672.015137
	Iteration 46Q: 3 clusters Score -1077893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1077894.750000 Penalty: 4672.015137
	Iteration 47Q: 3 clusters Score -1077895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1077896.750000 Penalty: 4672.015137
	Iteration 48Q: 3 clusters Score -1077897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1077899.250000 Penalty: 4672.015137
	Iteration 49Q: 3 clusters Score -1077899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1077899.375000 Penalty: 4672.015137
	Iteration 50Q: 3 clusters Score -1077899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1077898.625000 Penalty: 4672.015137
	Iteration 51Q: 3 clusters Score -1077899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1077899.750000 Penalty: 4672.015137
	Iteration 52Q: 3 clusters Score -1077900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1077899.750000 Penalty: 4672.015137
	Iteration 53F: 3 clusters Score -1077900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Entering Unmasked Estep 
Score: -589030.500000 Penalty: 2212.057617
	Iteration 0F: 2 clusters Score -589030.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -582991.312500 Penalty: 4424.115234
	Iteration 0F: 3 clusters Score -582991.3 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -584619.250000 Penalty: 4424.115234
	Iteration 1F: 3 clusters Score -584619.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -584976.937500 Penalty: 4424.115234
	Iteration 2F: 3 clusters Score -584976.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -585309.937500 Penalty: 4424.115234
	Iteration 3F: 3 clusters Score -585309.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -585633.500000 Penalty: 4424.115234
	Iteration 4F: 3 clusters Score -585633.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -585985.312500 Penalty: 4424.115234
	Iteration 5F: 3 clusters Score -585985.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -586333.000000 Penalty: 4424.115234
	Iteration 6F: 3 clusters Score -586333 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -586631.062500 Penalty: 4424.115234
	Iteration 7F: 3 clusters Score -586631.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -586868.625000 Penalty: 4424.115234
	Iteration 8Q: 3 clusters Score -586868.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -587041.687500 Penalty: 4424.115234
	Iteration 9Q: 3 clusters Score -587041.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -587163.500000 Penalty: 4424.115234
	Iteration 10Q: 3 clusters Score -587163.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -587243.562500 Penalty: 4424.115234
	Iteration 11Q: 3 clusters Score -587243.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -587316.500000 Penalty: 4424.115234
	Iteration 12Q: 3 clusters Score -587316.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -587377.250000 Penalty: 4424.115234
	Iteration 13Q: 3 clusters Score -587377.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -587430.875000 Penalty: 4424.115234
	Iteration 14Q: 3 clusters Score -587430.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -587484.375000 Penalty: 4424.115234
	Iteration 15Q: 3 clusters Score -587484.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -587527.000000 Penalty: 4424.115234
	Iteration 16Q: 3 clusters Score -587527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -587553.312500 Penalty: 4424.115234
	Iteration 17Q: 3 clusters Score -587553.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -587587.625000 Penalty: 4424.115234
	Iteration 18Q: 3 clusters Score -587587.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -587622.250000 Penalty: 4424.115234
	Iteration 19Q: 3 clusters Score -587622.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -587662.562500 Penalty: 4424.115234
	Iteration 20F: 3 clusters Score -587662.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -587701.437500 Penalty: 4424.115234
	Iteration 21Q: 3 clusters Score -587701.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -587729.750000 Penalty: 4424.115234
	Iteration 22Q: 3 clusters Score -587729.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -587753.187500 Penalty: 4424.115234
	Iteration 23Q: 3 clusters Score -587753.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -587776.500000 Penalty: 4424.115234
	Iteration 24Q: 3 clusters Score -587776.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -587795.750000 Penalty: 4424.115234
	Iteration 25Q: 3 clusters Score -587795.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -587814.750000 Penalty: 4424.115234
	Iteration 26Q: 3 clusters Score -587814.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -587834.750000 Penalty: 4424.115234
	Iteration 27Q: 3 clusters Score -587834.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -587851.562500 Penalty: 4424.115234
	Iteration 28Q: 3 clusters Score -587851.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -587864.312500 Penalty: 4424.115234
	Iteration 29Q: 3 clusters Score -587864.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -587876.187500 Penalty: 4424.115234
	Iteration 30Q: 3 clusters Score -587876.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -587889.687500 Penalty: 4424.115234
	Iteration 31Q: 3 clusters Score -587889.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -587908.125000 Penalty: 4424.115234
	Iteration 32Q: 3 clusters Score -587908.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -587923.187500 Penalty: 4424.115234
	Iteration 33Q: 3 clusters Score -587923.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -587936.875000 Penalty: 4424.115234
	Iteration 34Q: 3 clusters Score -587936.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -587952.812500 Penalty: 4424.115234
	Iteration 35Q: 3 clusters Score -587952.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -587967.625000 Penalty: 4424.115234
	Iteration 36Q: 3 clusters Score -587967.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -587983.250000 Penalty: 4424.115234
	Iteration 37Q: 3 clusters Score -587983.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -587998.375000 Penalty: 4424.115234
	Iteration 38Q: 3 clusters Score -587998.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -588012.562500 Penalty: 4424.115234
	Iteration 39Q: 3 clusters Score -588012.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -588031.062500 Penalty: 4424.115234
	Iteration 40F: 3 clusters Score -588031.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -588058.937500 Penalty: 4424.115234
	Iteration 41Q: 3 clusters Score -588058.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -588082.687500 Penalty: 4424.115234
	Iteration 42Q: 3 clusters Score -588082.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -588107.062500 Penalty: 4424.115234
	Iteration 43Q: 3 clusters Score -588107.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -588146.937500 Penalty: 4424.115234
	Iteration 44Q: 3 clusters Score -588146.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -588184.937500 Penalty: 4424.115234
	Iteration 45Q: 3 clusters Score -588184.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -588207.375000 Penalty: 4424.115234
	Iteration 46Q: 3 clusters Score -588207.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -588219.375000 Penalty: 4424.115234
	Iteration 47Q: 3 clusters Score -588219.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -588230.062500 Penalty: 4424.115234
	Iteration 48Q: 3 clusters Score -588230.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -588236.187500 Penalty: 4424.115234
	Iteration 49Q: 3 clusters Score -588236.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -588239.312500 Penalty: 4424.115234
	Iteration 50Q: 3 clusters Score -588239.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -588247.312500 Penalty: 4424.115234
	Iteration 51Q: 3 clusters Score -588247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -588250.375000 Penalty: 4424.115234
	Iteration 52Q: 3 clusters Score -588250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -588253.500000 Penalty: 4424.115234
	Iteration 53Q: 3 clusters Score -588253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -588255.187500 Penalty: 4424.115234
	Iteration 54Q: 3 clusters Score -588255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -588256.375000 Penalty: 4424.115234
	Iteration 55Q: 3 clusters Score -588256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -588257.937500 Penalty: 4424.115234
	Iteration 56Q: 3 clusters Score -588257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -588260.250000 Penalty: 4424.115234
	Iteration 57Q: 3 clusters Score -588260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -588263.750000 Penalty: 4424.115234
	Iteration 58Q: 3 clusters Score -588263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -588267.875000 Penalty: 4424.115234
	Iteration 59Q: 3 clusters Score -588267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -588270.250000 Penalty: 4424.115234
	Iteration 60F: 3 clusters Score -588270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -588273.187500 Penalty: 4424.115234
	Iteration 61Q: 3 clusters Score -588273.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -588276.437500 Penalty: 4424.115234
	Iteration 62Q: 3 clusters Score -588276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -588278.625000 Penalty: 4424.115234
	Iteration 63Q: 3 clusters Score -588278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -588281.687500 Penalty: 4424.115234
	Iteration 64Q: 3 clusters Score -588281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -588283.000000 Penalty: 4424.115234
	Iteration 65Q: 3 clusters Score -588283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -588283.625000 Penalty: 4424.115234
	Iteration 66Q: 3 clusters Score -588283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -588284.312500 Penalty: 4424.115234
	Iteration 67Q: 3 clusters Score -588284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -588284.250000 Penalty: 4424.115234
	Iteration 68Q: 3 clusters Score -588284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -588285.750000 Penalty: 4424.115234
	Iteration 69Q: 3 clusters Score -588285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -588288.062500 Penalty: 4424.115234
	Iteration 70Q: 3 clusters Score -588288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -588289.187500 Penalty: 4424.115234
	Iteration 71Q: 3 clusters Score -588289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -588288.562500 Penalty: 4424.115234
	Iteration 72Q: 3 clusters Score -588288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -588288.562500 Penalty: 4424.115234
	Iteration 73F: 3 clusters Score -588288.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -472311.375000 Penalty: 2131.166504
	Iteration 0F: 2 clusters Score -472311.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -467526.500000 Penalty: 4262.333008
	Iteration 0F: 3 clusters Score -467526.5 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -468725.375000 Penalty: 4262.333008
	Iteration 1F: 3 clusters Score -468725.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -468940.250000 Penalty: 4262.333008
	Iteration 2F: 3 clusters Score -468940.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -469067.781250 Penalty: 4262.333008
	Iteration 3Q: 3 clusters Score -469067.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -469158.968750 Penalty: 4262.333008
	Iteration 4Q: 3 clusters Score -469159 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -469219.343750 Penalty: 4262.333008
	Iteration 5Q: 3 clusters Score -469219.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -469289.750000 Penalty: 4262.333008
	Iteration 6Q: 3 clusters Score -469289.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -469357.656250 Penalty: 4262.333008
	Iteration 7Q: 3 clusters Score -469357.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -469417.281250 Penalty: 4262.333008
	Iteration 8Q: 3 clusters Score -469417.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -469463.187500 Penalty: 4262.333008
	Iteration 9Q: 3 clusters Score -469463.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -469508.000000 Penalty: 4262.333008
	Iteration 10Q: 3 clusters Score -469508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -469550.843750 Penalty: 4262.333008
	Iteration 11Q: 3 clusters Score -469550.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -469591.062500 Penalty: 4262.333008
	Iteration 12Q: 3 clusters Score -469591.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -469637.062500 Penalty: 4262.333008
	Iteration 13Q: 3 clusters Score -469637.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -469678.031250 Penalty: 4262.333008
	Iteration 14Q: 3 clusters Score -469678 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -469716.250000 Penalty: 4262.333008
	Iteration 15Q: 3 clusters Score -469716.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -469768.812500 Penalty: 4262.333008
	Iteration 16Q: 3 clusters Score -469768.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -469812.531250 Penalty: 4262.333008
	Iteration 17Q: 3 clusters Score -469812.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -469848.093750 Penalty: 4262.333008
	Iteration 18Q: 3 clusters Score -469848.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -469881.968750 Penalty: 4262.333008
	Iteration 19Q: 3 clusters Score -469882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -469908.593750 Penalty: 4262.333008
	Iteration 20F: 3 clusters Score -469908.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -469927.625000 Penalty: 4262.333008
	Iteration 21Q: 3 clusters Score -469927.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -469944.062500 Penalty: 4262.333008
	Iteration 22Q: 3 clusters Score -469944.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -469959.187500 Penalty: 4262.333008
	Iteration 23Q: 3 clusters Score -469959.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -469977.312500 Penalty: 4262.333008
	Iteration 24Q: 3 clusters Score -469977.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -469994.812500 Penalty: 4262.333008
	Iteration 25Q: 3 clusters Score -469994.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -470008.750000 Penalty: 4262.333008
	Iteration 26Q: 3 clusters Score -470008.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -470021.343750 Penalty: 4262.333008
	Iteration 27Q: 3 clusters Score -470021.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -470030.750000 Penalty: 4262.333008
	Iteration 28Q: 3 clusters Score -470030.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -470040.937500 Penalty: 4262.333008
	Iteration 29Q: 3 clusters Score -470040.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -470053.750000 Penalty: 4262.333008
	Iteration 30Q: 3 clusters Score -470053.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -470066.656250 Penalty: 4262.333008
	Iteration 31Q: 3 clusters Score -470066.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -470083.781250 Penalty: 4262.333008
	Iteration 32Q: 3 clusters Score -470083.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -470101.562500 Penalty: 4262.333008
	Iteration 33Q: 3 clusters Score -470101.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -470112.531250 Penalty: 4262.333008
	Iteration 34Q: 3 clusters Score -470112.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -470122.843750 Penalty: 4262.333008
	Iteration 35Q: 3 clusters Score -470122.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -470131.906250 Penalty: 4262.333008
	Iteration 36Q: 3 clusters Score -470131.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -470143.343750 Penalty: 4262.333008
	Iteration 37Q: 3 clusters Score -470143.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -470148.437500 Penalty: 4262.333008
	Iteration 38Q: 3 clusters Score -470148.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -470154.062500 Penalty: 4262.333008
	Iteration 39Q: 3 clusters Score -470154.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -470159.718750 Penalty: 4262.333008
	Iteration 40F: 3 clusters Score -470159.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -470163.000000 Penalty: 4262.333008
	Iteration 41Q: 3 clusters Score -470163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -470165.718750 Penalty: 4262.333008
	Iteration 42Q: 3 clusters Score -470165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -470168.187500 Penalty: 4262.333008
	Iteration 43Q: 3 clusters Score -470168.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -470172.031250 Penalty: 4262.333008
	Iteration 44Q: 3 clusters Score -470172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -470177.781250 Penalty: 4262.333008
	Iteration 45Q: 3 clusters Score -470177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -470182.875000 Penalty: 4262.333008
	Iteration 46Q: 3 clusters Score -470182.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -470188.812500 Penalty: 4262.333008
	Iteration 47Q: 3 clusters Score -470188.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -470194.281250 Penalty: 4262.333008
	Iteration 48Q: 3 clusters Score -470194.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -470198.281250 Penalty: 4262.333008
	Iteration 49Q: 3 clusters Score -470198.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -470203.406250 Penalty: 4262.333008
	Iteration 50Q: 3 clusters Score -470203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -470209.343750 Penalty: 4262.333008
	Iteration 51Q: 3 clusters Score -470209.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -470212.968750 Penalty: 4262.333008
	Iteration 52Q: 3 clusters Score -470213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -470216.750000 Penalty: 4262.333008
	Iteration 53Q: 3 clusters Score -470216.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -470219.093750 Penalty: 4262.333008
	Iteration 54Q: 3 clusters Score -470219.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -470226.500000 Penalty: 4262.333008
	Iteration 55Q: 3 clusters Score -470226.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -470232.843750 Penalty: 4262.333008
	Iteration 56Q: 3 clusters Score -470232.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -470239.343750 Penalty: 4262.333008
	Iteration 57Q: 3 clusters Score -470239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -470243.531250 Penalty: 4262.333008
	Iteration 58Q: 3 clusters Score -470243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -470245.375000 Penalty: 4262.333008
	Iteration 59Q: 3 clusters Score -470245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -470248.875000 Penalty: 4262.333008
	Iteration 60F: 3 clusters Score -470248.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -470251.937500 Penalty: 4262.333008
	Iteration 61Q: 3 clusters Score -470251.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -470258.000000 Penalty: 4262.333008
	Iteration 62Q: 3 clusters Score -470258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -470264.343750 Penalty: 4262.333008
	Iteration 63Q: 3 clusters Score -470264.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -470270.843750 Penalty: 4262.333008
	Iteration 64Q: 3 clusters Score -470270.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -470277.218750 Penalty: 4262.333008
	Iteration 65Q: 3 clusters Score -470277.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -470283.750000 Penalty: 4262.333008
	Iteration 66Q: 3 clusters Score -470283.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -470289.593750 Penalty: 4262.333008
	Iteration 67Q: 3 clusters Score -470289.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -470299.406250 Penalty: 4262.333008
	Iteration 68Q: 3 clusters Score -470299.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -470310.250000 Penalty: 4262.333008
	Iteration 69Q: 3 clusters Score -470310.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -470320.593750 Penalty: 4262.333008
	Iteration 70Q: 3 clusters Score -470320.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -470330.625000 Penalty: 4262.333008
	Iteration 71Q: 3 clusters Score -470330.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -470338.531250 Penalty: 4262.333008
	Iteration 72Q: 3 clusters Score -470338.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -470347.750000 Penalty: 4262.333008
	Iteration 73Q: 3 clusters Score -470347.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -470353.281250 Penalty: 4262.333008
	Iteration 74Q: 3 clusters Score -470353.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -470357.500000 Penalty: 4262.333008
	Iteration 75Q: 3 clusters Score -470357.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -470361.562500 Penalty: 4262.333008
	Iteration 76Q: 3 clusters Score -470361.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -470367.593750 Penalty: 4262.333008
	Iteration 77Q: 3 clusters Score -470367.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -470375.250000 Penalty: 4262.333008
	Iteration 78Q: 3 clusters Score -470375.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -470383.031250 Penalty: 4262.333008
	Iteration 79Q: 3 clusters Score -470383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -470386.718750 Penalty: 4262.333008
	Iteration 80F: 3 clusters Score -470386.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -470389.906250 Penalty: 4262.333008
	Iteration 81Q: 3 clusters Score -470389.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -470397.718750 Penalty: 4262.333008
	Iteration 82Q: 3 clusters Score -470397.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -470403.687500 Penalty: 4262.333008
	Iteration 83Q: 3 clusters Score -470403.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -470410.843750 Penalty: 4262.333008
	Iteration 84Q: 3 clusters Score -470410.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -470417.531250 Penalty: 4262.333008
	Iteration 85Q: 3 clusters Score -470417.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -470423.468750 Penalty: 4262.333008
	Iteration 86Q: 3 clusters Score -470423.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -470426.968750 Penalty: 4262.333008
	Iteration 87Q: 3 clusters Score -470427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -470433.875000 Penalty: 4262.333008
	Iteration 88Q: 3 clusters Score -470433.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -470440.000000 Penalty: 4262.333008
	Iteration 89Q: 3 clusters Score -470440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -470446.406250 Penalty: 4262.333008
	Iteration 90Q: 3 clusters Score -470446.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -470452.875000 Penalty: 4262.333008
	Iteration 91Q: 3 clusters Score -470452.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -470462.562500 Penalty: 4262.333008
	Iteration 92Q: 3 clusters Score -470462.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -470467.781250 Penalty: 4262.333008
	Iteration 93Q: 3 clusters Score -470467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -470470.062500 Penalty: 4262.333008
	Iteration 94Q: 3 clusters Score -470470.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -470475.687500 Penalty: 4262.333008
	Iteration 95Q: 3 clusters Score -470475.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -470479.437500 Penalty: 4262.333008
	Iteration 96Q: 3 clusters Score -470479.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -470482.906250 Penalty: 4262.333008
	Iteration 97Q: 3 clusters Score -470482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -470486.968750 Penalty: 4262.333008
	Iteration 98Q: 3 clusters Score -470487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -470488.250000 Penalty: 4262.333008
	Iteration 99Q: 3 clusters Score -470488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -470491.843750 Penalty: 4262.333008
	Iteration 100F: 3 clusters Score -470491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -470493.062500 Penalty: 4262.333008
	Iteration 101Q: 3 clusters Score -470493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -470493.125000 Penalty: 4262.333008
	Iteration 102Q: 3 clusters Score -470493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -470493.093750 Penalty: 4262.333008
	Iteration 103Q: 3 clusters Score -470493.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -470493.093750 Penalty: 4262.333008
	Iteration 104F: 3 clusters Score -470493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Entering Unmasked Estep 
Score: -2428651.000000 Penalty: 2553.274414
	Iteration 0F: 2 clusters Score -2428651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2408406.500000 Penalty: 5106.548828
	Iteration 0F: 3 clusters Score -2408406 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2416033.750000 Penalty: 5106.548828
	Iteration 1F: 3 clusters Score -2416034 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2416815.250000 Penalty: 5106.548828
	Iteration 2F: 3 clusters Score -2416815 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2417586.500000 Penalty: 5106.548828
	Iteration 3F: 3 clusters Score -2417586 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2418370.000000 Penalty: 5106.548828
	Iteration 4F: 3 clusters Score -2418370 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2419109.500000 Penalty: 5106.548828
	Iteration 5Q: 3 clusters Score -2419110 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2419809.750000 Penalty: 5106.548828
	Iteration 6Q: 3 clusters Score -2419810 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2420472.750000 Penalty: 5106.548828
	Iteration 7Q: 3 clusters Score -2420473 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2421176.750000 Penalty: 5106.548828
	Iteration 8Q: 3 clusters Score -2421177 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2421826.750000 Penalty: 5106.548828
	Iteration 9Q: 3 clusters Score -2421827 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2422425.750000 Penalty: 5106.548828
	Iteration 10Q: 3 clusters Score -2422426 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2422924.500000 Penalty: 5106.548828
	Iteration 11Q: 3 clusters Score -2422924 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2423358.000000 Penalty: 5106.548828
	Iteration 12Q: 3 clusters Score -2423358 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2423759.500000 Penalty: 5106.548828
	Iteration 13Q: 3 clusters Score -2423760 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2424088.500000 Penalty: 5106.548828
	Iteration 14Q: 3 clusters Score -2424088 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2424362.500000 Penalty: 5106.548828
	Iteration 15Q: 3 clusters Score -2424362 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2424613.250000 Penalty: 5106.548828
	Iteration 16Q: 3 clusters Score -2424613 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2424829.750000 Penalty: 5106.548828
	Iteration 17Q: 3 clusters Score -2424830 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2425052.500000 Penalty: 5106.548828
	Iteration 18Q: 3 clusters Score -2425052 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2425260.000000 Penalty: 5106.548828
	Iteration 19Q: 3 clusters Score -2425260 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2425501.250000 Penalty: 5106.548828
	Iteration 20F: 3 clusters Score -2425501 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2425737.000000 Penalty: 5106.548828
	Iteration 21Q: 3 clusters Score -2425737 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2425987.750000 Penalty: 5106.548828
	Iteration 22Q: 3 clusters Score -2425988 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2426200.750000 Penalty: 5106.548828
	Iteration 23Q: 3 clusters Score -2426201 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2426337.250000 Penalty: 5106.548828
	Iteration 24Q: 3 clusters Score -2426337 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2426447.500000 Penalty: 5106.548828
	Iteration 25Q: 3 clusters Score -2426448 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2426538.000000 Penalty: 5106.548828
	Iteration 26Q: 3 clusters Score -2426538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2426597.000000 Penalty: 5106.548828
	Iteration 27Q: 3 clusters Score -2426597 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2426643.500000 Penalty: 5106.548828
	Iteration 28Q: 3 clusters Score -2426644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2426674.250000 Penalty: 5106.548828
	Iteration 29Q: 3 clusters Score -2426674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2426708.750000 Penalty: 5106.548828
	Iteration 30Q: 3 clusters Score -2426709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2426733.000000 Penalty: 5106.548828
	Iteration 31Q: 3 clusters Score -2426733 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2426758.750000 Penalty: 5106.548828
	Iteration 32Q: 3 clusters Score -2426759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2426776.500000 Penalty: 5106.548828
	Iteration 33Q: 3 clusters Score -2426776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2426782.250000 Penalty: 5106.548828
	Iteration 34Q: 3 clusters Score -2426782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2426788.500000 Penalty: 5106.548828
	Iteration 35Q: 3 clusters Score -2426788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2426793.250000 Penalty: 5106.548828
	Iteration 36Q: 3 clusters Score -2426793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2426808.250000 Penalty: 5106.548828
	Iteration 37Q: 3 clusters Score -2426808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2426809.250000 Penalty: 5106.548828
	Iteration 38Q: 3 clusters Score -2426809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2426810.750000 Penalty: 5106.548828
	Iteration 39Q: 3 clusters Score -2426811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2426810.250000 Penalty: 5106.548828
	Iteration 40F: 3 clusters Score -2426810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2426819.000000 Penalty: 5106.548828
	Iteration 41Q: 3 clusters Score -2426819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2426813.250000 Penalty: 5106.548828
	Iteration 42Q: 3 clusters Score -2426813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2426816.250000 Penalty: 5106.548828
	Iteration 43Q: 3 clusters Score -2426816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2426816.000000 Penalty: 5106.548828
	Iteration 44Q: 3 clusters Score -2426816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2426821.750000 Penalty: 5106.548828
	Iteration 45Q: 3 clusters Score -2426822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2426826.250000 Penalty: 5106.548828
	Iteration 46Q: 3 clusters Score -2426826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2426832.750000 Penalty: 5106.548828
	Iteration 47Q: 3 clusters Score -2426833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2426832.750000 Penalty: 5106.548828
	Iteration 48Q: 3 clusters Score -2426833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2426832.250000 Penalty: 5106.548828
	Iteration 49Q: 3 clusters Score -2426832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2426831.750000 Penalty: 5106.548828
	Iteration 50Q: 3 clusters Score -2426832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2426831.750000 Penalty: 5106.548828
	Iteration 51F: 3 clusters Score -2426832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1211507.500000 Penalty: 2369.427490
	Iteration 0F: 2 clusters Score -1211508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1201311.625000 Penalty: 4738.854980
	Iteration 0F: 3 clusters Score -1201312 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1204532.500000 Penalty: 4738.854980
	Iteration 1F: 3 clusters Score -1204532 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1204983.125000 Penalty: 4738.854980
	Iteration 2F: 3 clusters Score -1204983 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1205363.375000 Penalty: 4738.854980
	Iteration 3F: 3 clusters Score -1205363 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1205736.000000 Penalty: 4738.854980
	Iteration 4F: 3 clusters Score -1205736 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1206070.250000 Penalty: 4738.854980
	Iteration 5Q: 3 clusters Score -1206070 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1206372.000000 Penalty: 4738.854980
	Iteration 6Q: 3 clusters Score -1206372 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1206689.500000 Penalty: 4738.854980
	Iteration 7Q: 3 clusters Score -1206690 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1207030.375000 Penalty: 4738.854980
	Iteration 8Q: 3 clusters Score -1207030 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1207398.875000 Penalty: 4738.854980
	Iteration 9Q: 3 clusters Score -1207399 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1207790.500000 Penalty: 4738.854980
	Iteration 10Q: 3 clusters Score -1207790 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1208166.500000 Penalty: 4738.854980
	Iteration 11Q: 3 clusters Score -1208166 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1208450.125000 Penalty: 4738.854980
	Iteration 12Q: 3 clusters Score -1208450 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1208689.125000 Penalty: 4738.854980
	Iteration 13Q: 3 clusters Score -1208689 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1208878.375000 Penalty: 4738.854980
	Iteration 14Q: 3 clusters Score -1208878 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1209007.750000 Penalty: 4738.854980
	Iteration 15Q: 3 clusters Score -1209008 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1209106.625000 Penalty: 4738.854980
	Iteration 16Q: 3 clusters Score -1209107 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1209182.125000 Penalty: 4738.854980
	Iteration 17Q: 3 clusters Score -1209182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1209239.000000 Penalty: 4738.854980
	Iteration 18Q: 3 clusters Score -1209239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1209273.750000 Penalty: 4738.854980
	Iteration 19Q: 3 clusters Score -1209274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1209305.875000 Penalty: 4738.854980
	Iteration 20F: 3 clusters Score -1209306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1209328.750000 Penalty: 4738.854980
	Iteration 21Q: 3 clusters Score -1209329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1209343.875000 Penalty: 4738.854980
	Iteration 22Q: 3 clusters Score -1209344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1209351.375000 Penalty: 4738.854980
	Iteration 23Q: 3 clusters Score -1209351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1209363.625000 Penalty: 4738.854980
	Iteration 24Q: 3 clusters Score -1209364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1209369.375000 Penalty: 4738.854980
	Iteration 25Q: 3 clusters Score -1209369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1209376.250000 Penalty: 4738.854980
	Iteration 26Q: 3 clusters Score -1209376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1209378.500000 Penalty: 4738.854980
	Iteration 27Q: 3 clusters Score -1209378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1209386.500000 Penalty: 4738.854980
	Iteration 28Q: 3 clusters Score -1209386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1209391.500000 Penalty: 4738.854980
	Iteration 29Q: 3 clusters Score -1209392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1209402.000000 Penalty: 4738.854980
	Iteration 30Q: 3 clusters Score -1209402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1209407.625000 Penalty: 4738.854980
	Iteration 31Q: 3 clusters Score -1209408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1209419.000000 Penalty: 4738.854980
	Iteration 32Q: 3 clusters Score -1209419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1209425.875000 Penalty: 4738.854980
	Iteration 33Q: 3 clusters Score -1209426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1209426.875000 Penalty: 4738.854980
	Iteration 34Q: 3 clusters Score -1209427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1209427.625000 Penalty: 4738.854980
	Iteration 35Q: 3 clusters Score -1209428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1209430.250000 Penalty: 4738.854980
	Iteration 36Q: 3 clusters Score -1209430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1209433.375000 Penalty: 4738.854980
	Iteration 37Q: 3 clusters Score -1209433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1209433.500000 Penalty: 4738.854980
	Iteration 38Q: 3 clusters Score -1209434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1209433.500000 Penalty: 4738.854980
	Iteration 39F: 3 clusters Score -1209434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Entering Unmasked Estep 
Score: -821583.312500 Penalty: 2271.339111
	Iteration 0F: 2 clusters Score -821583.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -814259.812500 Penalty: 4542.678223
	Iteration 0F: 3 clusters Score -814259.8 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -816361.312500 Penalty: 4542.678223
	Iteration 1F: 3 clusters Score -816361.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -816649.187500 Penalty: 4542.678223
	Iteration 2F: 3 clusters Score -816649.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -816859.375000 Penalty: 4542.678223
	Iteration 3F: 3 clusters Score -816859.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -817025.500000 Penalty: 4542.678223
	Iteration 4Q: 3 clusters Score -817025.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -817189.937500 Penalty: 4542.678223
	Iteration 5Q: 3 clusters Score -817189.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -817355.562500 Penalty: 4542.678223
	Iteration 6Q: 3 clusters Score -817355.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -817522.125000 Penalty: 4542.678223
	Iteration 7Q: 3 clusters Score -817522.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -817700.625000 Penalty: 4542.678223
	Iteration 8Q: 3 clusters Score -817700.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -817883.750000 Penalty: 4542.678223
	Iteration 9Q: 3 clusters Score -817883.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -818062.312500 Penalty: 4542.678223
	Iteration 10Q: 3 clusters Score -818062.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -818224.375000 Penalty: 4542.678223
	Iteration 11Q: 3 clusters Score -818224.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -818403.812500 Penalty: 4542.678223
	Iteration 12Q: 3 clusters Score -818403.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -818570.312500 Penalty: 4542.678223
	Iteration 13Q: 3 clusters Score -818570.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -818751.937500 Penalty: 4542.678223
	Iteration 14Q: 3 clusters Score -818751.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -818942.625000 Penalty: 4542.678223
	Iteration 15Q: 3 clusters Score -818942.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -819124.187500 Penalty: 4542.678223
	Iteration 16Q: 3 clusters Score -819124.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -819274.875000 Penalty: 4542.678223
	Iteration 17Q: 3 clusters Score -819274.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -819391.937500 Penalty: 4542.678223
	Iteration 18Q: 3 clusters Score -819391.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -819468.937500 Penalty: 4542.678223
	Iteration 19Q: 3 clusters Score -819468.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -819525.375000 Penalty: 4542.678223
	Iteration 20F: 3 clusters Score -819525.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -819571.687500 Penalty: 4542.678223
	Iteration 21Q: 3 clusters Score -819571.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -819605.000000 Penalty: 4542.678223
	Iteration 22Q: 3 clusters Score -819605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -819631.250000 Penalty: 4542.678223
	Iteration 23Q: 3 clusters Score -819631.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -819656.125000 Penalty: 4542.678223
	Iteration 24Q: 3 clusters Score -819656.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -819667.812500 Penalty: 4542.678223
	Iteration 25Q: 3 clusters Score -819667.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -819675.875000 Penalty: 4542.678223
	Iteration 26Q: 3 clusters Score -819675.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -819684.687500 Penalty: 4542.678223
	Iteration 27Q: 3 clusters Score -819684.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -819686.312500 Penalty: 4542.678223
	Iteration 28Q: 3 clusters Score -819686.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -819693.375000 Penalty: 4542.678223
	Iteration 29Q: 3 clusters Score -819693.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -819695.812500 Penalty: 4542.678223
	Iteration 30Q: 3 clusters Score -819695.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -819699.750000 Penalty: 4542.678223
	Iteration 31Q: 3 clusters Score -819699.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -819701.625000 Penalty: 4542.678223
	Iteration 32Q: 3 clusters Score -819701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -819701.125000 Penalty: 4542.678223
	Iteration 33Q: 3 clusters Score -819701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -819701.562500 Penalty: 4542.678223
	Iteration 34Q: 3 clusters Score -819701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -819702.625000 Penalty: 4542.678223
	Iteration 35Q: 3 clusters Score -819702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -819700.750000 Penalty: 4542.678223
	Iteration 36Q: 3 clusters Score -819700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -819704.250000 Penalty: 4542.678223
	Iteration 37Q: 3 clusters Score -819704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -819704.625000 Penalty: 4542.678223
	Iteration 38Q: 3 clusters Score -819704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -819703.937500 Penalty: 4542.678223
	Iteration 39Q: 3 clusters Score -819703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -819703.937500 Penalty: 4542.678223
	Iteration 40F: 3 clusters Score -819703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -256378.609375 Penalty: 2007.405884
	Iteration 0F: 2 clusters Score -256378.6 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 1636 members 
Entering Unmasked Estep 
Score: -252876.359375 Penalty: 4014.811768
	Iteration 0F: 3 clusters Score -252876.4 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -253616.890625 Penalty: 4014.811768
	Iteration 1F: 3 clusters Score -253616.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -253801.109375 Penalty: 4014.811768
	Iteration 2F: 3 clusters Score -253801.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -253889.703125 Penalty: 4014.811768
	Iteration 3Q: 3 clusters Score -253889.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -253956.078125 Penalty: 4014.811768
	Iteration 4Q: 3 clusters Score -253956.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -254019.125000 Penalty: 4014.811768
	Iteration 5Q: 3 clusters Score -254019.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -254065.468750 Penalty: 4014.811768
	Iteration 6Q: 3 clusters Score -254065.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -254111.046875 Penalty: 4014.811768
	Iteration 7Q: 3 clusters Score -254111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -254158.296875 Penalty: 4014.811768
	Iteration 8Q: 3 clusters Score -254158.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -254194.796875 Penalty: 4014.811768
	Iteration 9Q: 3 clusters Score -254194.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -254230.890625 Penalty: 4014.811768
	Iteration 10Q: 3 clusters Score -254230.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -254275.250000 Penalty: 4014.811768
	Iteration 11Q: 3 clusters Score -254275.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -254310.171875 Penalty: 4014.811768
	Iteration 12Q: 3 clusters Score -254310.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -254348.765625 Penalty: 4014.811768
	Iteration 13Q: 3 clusters Score -254348.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -254387.234375 Penalty: 4014.811768
	Iteration 14Q: 3 clusters Score -254387.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -254434.156250 Penalty: 4014.811768
	Iteration 15Q: 3 clusters Score -254434.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -254491.250000 Penalty: 4014.811768
	Iteration 16Q: 3 clusters Score -254491.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -254536.578125 Penalty: 4014.811768
	Iteration 17Q: 3 clusters Score -254536.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -254575.734375 Penalty: 4014.811768
	Iteration 18Q: 3 clusters Score -254575.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -254618.531250 Penalty: 4014.811768
	Iteration 19Q: 3 clusters Score -254618.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -254659.140625 Penalty: 4014.811768
	Iteration 20F: 3 clusters Score -254659.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -254706.281250 Penalty: 4014.811768
	Iteration 21Q: 3 clusters Score -254706.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -254763.406250 Penalty: 4014.811768
	Iteration 22Q: 3 clusters Score -254763.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -254814.359375 Penalty: 4014.811768
	Iteration 23Q: 3 clusters Score -254814.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -254860.312500 Penalty: 4014.811768
	Iteration 24Q: 3 clusters Score -254860.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -254899.453125 Penalty: 4014.811768
	Iteration 25Q: 3 clusters Score -254899.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -254927.765625 Penalty: 4014.811768
	Iteration 26Q: 3 clusters Score -254927.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -254948.078125 Penalty: 4014.811768
	Iteration 27Q: 3 clusters Score -254948.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -254961.468750 Penalty: 4014.811768
	Iteration 28Q: 3 clusters Score -254961.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -254981.171875 Penalty: 4014.811768
	Iteration 29Q: 3 clusters Score -254981.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -254999.468750 Penalty: 4014.811768
	Iteration 30Q: 3 clusters Score -254999.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -255010.000000 Penalty: 4014.811768
	Iteration 31Q: 3 clusters Score -255010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255019.140625 Penalty: 4014.811768
	Iteration 32Q: 3 clusters Score -255019.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255026.734375 Penalty: 4014.811768
	Iteration 33Q: 3 clusters Score -255026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -255031.234375 Penalty: 4014.811768
	Iteration 34Q: 3 clusters Score -255031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -255039.578125 Penalty: 4014.811768
	Iteration 35Q: 3 clusters Score -255039.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -255045.765625 Penalty: 4014.811768
	Iteration 36Q: 3 clusters Score -255045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -255049.812500 Penalty: 4014.811768
	Iteration 37Q: 3 clusters Score -255049.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -255055.984375 Penalty: 4014.811768
	Iteration 38Q: 3 clusters Score -255056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -255062.937500 Penalty: 4014.811768
	Iteration 39Q: 3 clusters Score -255062.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -255068.953125 Penalty: 4014.811768
	Iteration 40F: 3 clusters Score -255069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -255076.640625 Penalty: 4014.811768
	Iteration 41Q: 3 clusters Score -255076.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -255086.640625 Penalty: 4014.811768
	Iteration 42Q: 3 clusters Score -255086.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -255096.750000 Penalty: 4014.811768
	Iteration 43Q: 3 clusters Score -255096.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -255102.656250 Penalty: 4014.811768
	Iteration 44Q: 3 clusters Score -255102.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -255110.500000 Penalty: 4014.811768
	Iteration 45Q: 3 clusters Score -255110.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -255118.281250 Penalty: 4014.811768
	Iteration 46Q: 3 clusters Score -255118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -255122.687500 Penalty: 4014.811768
	Iteration 47Q: 3 clusters Score -255122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -255126.796875 Penalty: 4014.811768
	Iteration 48Q: 3 clusters Score -255126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -255128.984375 Penalty: 4014.811768
	Iteration 49Q: 3 clusters Score -255129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -255132.203125 Penalty: 4014.811768
	Iteration 50Q: 3 clusters Score -255132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -255133.921875 Penalty: 4014.811768
	Iteration 51Q: 3 clusters Score -255133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -255135.734375 Penalty: 4014.811768
	Iteration 52Q: 3 clusters Score -255135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -255140.015625 Penalty: 4014.811768
	Iteration 53Q: 3 clusters Score -255140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -255144.218750 Penalty: 4014.811768
	Iteration 54Q: 3 clusters Score -255144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -255148.656250 Penalty: 4014.811768
	Iteration 55Q: 3 clusters Score -255148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -255149.093750 Penalty: 4014.811768
	Iteration 56Q: 3 clusters Score -255149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -255150.218750 Penalty: 4014.811768
	Iteration 57Q: 3 clusters Score -255150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -255151.546875 Penalty: 4014.811768
	Iteration 58Q: 3 clusters Score -255151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -255154.218750 Penalty: 4014.811768
	Iteration 59Q: 3 clusters Score -255154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -255154.906250 Penalty: 4014.811768
	Iteration 60F: 3 clusters Score -255154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -255156.421875 Penalty: 4014.811768
	Iteration 61Q: 3 clusters Score -255156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -255156.890625 Penalty: 4014.811768
	Iteration 62Q: 3 clusters Score -255156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -255158.031250 Penalty: 4014.811768
	Iteration 63Q: 3 clusters Score -255158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -255159.359375 Penalty: 4014.811768
	Iteration 64Q: 3 clusters Score -255159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -255160.953125 Penalty: 4014.811768
	Iteration 65Q: 3 clusters Score -255161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -255162.296875 Penalty: 4014.811768
	Iteration 66Q: 3 clusters Score -255162.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -255162.984375 Penalty: 4014.811768
	Iteration 67Q: 3 clusters Score -255163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -255163.484375 Penalty: 4014.811768
	Iteration 68Q: 3 clusters Score -255163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -255163.484375 Penalty: 4014.811768
	Iteration 69F: 3 clusters Score -255163.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Entering Unmasked Estep 
Score: -1009448.000000 Penalty: 2333.946533
	Iteration 0F: 2 clusters Score -1009448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1000398.562500 Penalty: 4667.893066
	Iteration 0F: 3 clusters Score -1000399 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1003180.312500 Penalty: 4667.893066
	Iteration 1F: 3 clusters Score -1003180 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1003518.187500 Penalty: 4667.893066
	Iteration 2F: 3 clusters Score -1003518 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1003781.375000 Penalty: 4667.893066
	Iteration 3F: 3 clusters Score -1003781 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1004011.687500 Penalty: 4667.893066
	Iteration 4Q: 3 clusters Score -1004012 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1004220.500000 Penalty: 4667.893066
	Iteration 5Q: 3 clusters Score -1004220 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1004405.187500 Penalty: 4667.893066
	Iteration 6Q: 3 clusters Score -1004405 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1004595.250000 Penalty: 4667.893066
	Iteration 7Q: 3 clusters Score -1004595 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1004781.812500 Penalty: 4667.893066
	Iteration 8Q: 3 clusters Score -1004782 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1004976.000000 Penalty: 4667.893066
	Iteration 9Q: 3 clusters Score -1004976 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1005172.062500 Penalty: 4667.893066
	Iteration 10Q: 3 clusters Score -1005172 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1005366.375000 Penalty: 4667.893066
	Iteration 11Q: 3 clusters Score -1005366 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1005586.687500 Penalty: 4667.893066
	Iteration 12Q: 3 clusters Score -1005587 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1005807.875000 Penalty: 4667.893066
	Iteration 13Q: 3 clusters Score -1005808 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1006032.750000 Penalty: 4667.893066
	Iteration 14Q: 3 clusters Score -1006033 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1006257.062500 Penalty: 4667.893066
	Iteration 15Q: 3 clusters Score -1006257 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1006457.812500 Penalty: 4667.893066
	Iteration 16Q: 3 clusters Score -1006458 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1006598.937500 Penalty: 4667.893066
	Iteration 17Q: 3 clusters Score -1006599 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1006695.812500 Penalty: 4667.893066
	Iteration 18Q: 3 clusters Score -1006696 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1006766.000000 Penalty: 4667.893066
	Iteration 19Q: 3 clusters Score -1006766 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1006829.875000 Penalty: 4667.893066
	Iteration 20F: 3 clusters Score -1006830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1006879.125000 Penalty: 4667.893066
	Iteration 21Q: 3 clusters Score -1006879 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1006919.375000 Penalty: 4667.893066
	Iteration 22Q: 3 clusters Score -1006919 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1006958.125000 Penalty: 4667.893066
	Iteration 23Q: 3 clusters Score -1006958 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1006990.187500 Penalty: 4667.893066
	Iteration 24Q: 3 clusters Score -1006990 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1007021.437500 Penalty: 4667.893066
	Iteration 25Q: 3 clusters Score -1007021 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1007040.187500 Penalty: 4667.893066
	Iteration 26Q: 3 clusters Score -1007040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1007059.875000 Penalty: 4667.893066
	Iteration 27Q: 3 clusters Score -1007060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1007079.000000 Penalty: 4667.893066
	Iteration 28Q: 3 clusters Score -1007079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1007094.125000 Penalty: 4667.893066
	Iteration 29Q: 3 clusters Score -1007094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1007114.250000 Penalty: 4667.893066
	Iteration 30Q: 3 clusters Score -1007114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1007131.937500 Penalty: 4667.893066
	Iteration 31Q: 3 clusters Score -1007132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1007148.000000 Penalty: 4667.893066
	Iteration 32Q: 3 clusters Score -1007148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1007165.437500 Penalty: 4667.893066
	Iteration 33Q: 3 clusters Score -1007165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1007183.062500 Penalty: 4667.893066
	Iteration 34Q: 3 clusters Score -1007183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1007198.687500 Penalty: 4667.893066
	Iteration 35Q: 3 clusters Score -1007199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1007207.312500 Penalty: 4667.893066
	Iteration 36Q: 3 clusters Score -1007207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1007227.187500 Penalty: 4667.893066
	Iteration 37Q: 3 clusters Score -1007227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1007242.437500 Penalty: 4667.893066
	Iteration 38Q: 3 clusters Score -1007242 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1007260.000000 Penalty: 4667.893066
	Iteration 39Q: 3 clusters Score -1007260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1007286.062500 Penalty: 4667.893066
	Iteration 40F: 3 clusters Score -1007286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1007305.687500 Penalty: 4667.893066
	Iteration 41Q: 3 clusters Score -1007306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1007321.812500 Penalty: 4667.893066
	Iteration 42Q: 3 clusters Score -1007322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1007334.437500 Penalty: 4667.893066
	Iteration 43Q: 3 clusters Score -1007334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1007345.500000 Penalty: 4667.893066
	Iteration 44Q: 3 clusters Score -1007346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1007358.187500 Penalty: 4667.893066
	Iteration 45Q: 3 clusters Score -1007358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1007373.000000 Penalty: 4667.893066
	Iteration 46Q: 3 clusters Score -1007373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1007386.562500 Penalty: 4667.893066
	Iteration 47Q: 3 clusters Score -1007387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1007402.562500 Penalty: 4667.893066
	Iteration 48Q: 3 clusters Score -1007403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1007417.062500 Penalty: 4667.893066
	Iteration 49Q: 3 clusters Score -1007417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1007431.312500 Penalty: 4667.893066
	Iteration 50Q: 3 clusters Score -1007431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1007446.062500 Penalty: 4667.893066
	Iteration 51Q: 3 clusters Score -1007446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1007464.062500 Penalty: 4667.893066
	Iteration 52Q: 3 clusters Score -1007464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1007480.375000 Penalty: 4667.893066
	Iteration 53Q: 3 clusters Score -1007480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1007486.562500 Penalty: 4667.893066
	Iteration 54Q: 3 clusters Score -1007487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1007502.187500 Penalty: 4667.893066
	Iteration 55Q: 3 clusters Score -1007502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1007515.375000 Penalty: 4667.893066
	Iteration 56Q: 3 clusters Score -1007515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1007540.437500 Penalty: 4667.893066
	Iteration 57Q: 3 clusters Score -1007540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1007561.250000 Penalty: 4667.893066
	Iteration 58Q: 3 clusters Score -1007561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1007591.937500 Penalty: 4667.893066
	Iteration 59Q: 3 clusters Score -1007592 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1007622.375000 Penalty: 4667.893066
	Iteration 60F: 3 clusters Score -1007622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1007648.812500 Penalty: 4667.893066
	Iteration 61Q: 3 clusters Score -1007649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1007673.500000 Penalty: 4667.893066
	Iteration 62Q: 3 clusters Score -1007674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1007700.250000 Penalty: 4667.893066
	Iteration 63Q: 3 clusters Score -1007700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1007725.812500 Penalty: 4667.893066
	Iteration 64Q: 3 clusters Score -1007726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1007751.312500 Penalty: 4667.893066
	Iteration 65Q: 3 clusters Score -1007751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1007770.875000 Penalty: 4667.893066
	Iteration 66Q: 3 clusters Score -1007771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1007788.812500 Penalty: 4667.893066
	Iteration 67Q: 3 clusters Score -1007789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1007811.125000 Penalty: 4667.893066
	Iteration 68Q: 3 clusters Score -1007811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1007826.687500 Penalty: 4667.893066
	Iteration 69Q: 3 clusters Score -1007827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1007839.500000 Penalty: 4667.893066
	Iteration 70Q: 3 clusters Score -1007840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1007853.875000 Penalty: 4667.893066
	Iteration 71Q: 3 clusters Score -1007854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1007870.125000 Penalty: 4667.893066
	Iteration 72Q: 3 clusters Score -1007870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1007881.437500 Penalty: 4667.893066
	Iteration 73Q: 3 clusters Score -1007881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1007887.437500 Penalty: 4667.893066
	Iteration 74Q: 3 clusters Score -1007887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1007897.812500 Penalty: 4667.893066
	Iteration 75Q: 3 clusters Score -1007898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1007904.437500 Penalty: 4667.893066
	Iteration 76Q: 3 clusters Score -1007904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1007909.187500 Penalty: 4667.893066
	Iteration 77Q: 3 clusters Score -1007909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1007915.875000 Penalty: 4667.893066
	Iteration 78Q: 3 clusters Score -1007916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1007921.750000 Penalty: 4667.893066
	Iteration 79Q: 3 clusters Score -1007922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1007926.187500 Penalty: 4667.893066
	Iteration 80F: 3 clusters Score -1007926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1007930.000000 Penalty: 4667.893066
	Iteration 81Q: 3 clusters Score -1007930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1007933.500000 Penalty: 4667.893066
	Iteration 82Q: 3 clusters Score -1007934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1007935.125000 Penalty: 4667.893066
	Iteration 83Q: 3 clusters Score -1007935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1007939.750000 Penalty: 4667.893066
	Iteration 84Q: 3 clusters Score -1007940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1007943.125000 Penalty: 4667.893066
	Iteration 85Q: 3 clusters Score -1007943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1007946.250000 Penalty: 4667.893066
	Iteration 86Q: 3 clusters Score -1007946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1007951.375000 Penalty: 4667.893066
	Iteration 87Q: 3 clusters Score -1007951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1007958.187500 Penalty: 4667.893066
	Iteration 88Q: 3 clusters Score -1007958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1007961.250000 Penalty: 4667.893066
	Iteration 89Q: 3 clusters Score -1007961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1007962.937500 Penalty: 4667.893066
	Iteration 90Q: 3 clusters Score -1007963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1007965.687500 Penalty: 4667.893066
	Iteration 91Q: 3 clusters Score -1007966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1007967.187500 Penalty: 4667.893066
	Iteration 92Q: 3 clusters Score -1007967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1007967.625000 Penalty: 4667.893066
	Iteration 93Q: 3 clusters Score -1007968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1007968.187500 Penalty: 4667.893066
	Iteration 94Q: 3 clusters Score -1007968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1007971.687500 Penalty: 4667.893066
	Iteration 95Q: 3 clusters Score -1007972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1007971.875000 Penalty: 4667.893066
	Iteration 96Q: 3 clusters Score -1007972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1007974.625000 Penalty: 4667.893066
	Iteration 97Q: 3 clusters Score -1007975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1007977.062500 Penalty: 4667.893066
	Iteration 98Q: 3 clusters Score -1007977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1007981.687500 Penalty: 4667.893066
	Iteration 99Q: 3 clusters Score -1007982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1007987.000000 Penalty: 4667.893066
	Iteration 100F: 3 clusters Score -1007987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1007991.250000 Penalty: 4667.893066
	Iteration 101Q: 3 clusters Score -1007991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1007997.500000 Penalty: 4667.893066
	Iteration 102Q: 3 clusters Score -1007998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1007999.937500 Penalty: 4667.893066
	Iteration 103Q: 3 clusters Score -1008000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1008004.125000 Penalty: 4667.893066
	Iteration 104Q: 3 clusters Score -1008004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1008005.062500 Penalty: 4667.893066
	Iteration 105Q: 3 clusters Score -1008005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1008006.937500 Penalty: 4667.893066
	Iteration 106Q: 3 clusters Score -1008007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1008011.250000 Penalty: 4667.893066
	Iteration 107Q: 3 clusters Score -1008011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1008011.750000 Penalty: 4667.893066
	Iteration 108Q: 3 clusters Score -1008012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1008012.125000 Penalty: 4667.893066
	Iteration 109Q: 3 clusters Score -1008012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1008013.437500 Penalty: 4667.893066
	Iteration 110Q: 3 clusters Score -1008013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1008015.812500 Penalty: 4667.893066
	Iteration 111Q: 3 clusters Score -1008016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1008020.312500 Penalty: 4667.893066
	Iteration 112Q: 3 clusters Score -1008020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1008020.187500 Penalty: 4667.893066
	Iteration 113Q: 3 clusters Score -1008020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1008020.812500 Penalty: 4667.893066
	Iteration 114Q: 3 clusters Score -1008021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1008021.937500 Penalty: 4667.893066
	Iteration 115Q: 3 clusters Score -1008022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1008023.125000 Penalty: 4667.893066
	Iteration 116Q: 3 clusters Score -1008023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1008023.250000 Penalty: 4667.893066
	Iteration 117Q: 3 clusters Score -1008023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1008026.937500 Penalty: 4667.893066
	Iteration 118Q: 3 clusters Score -1008027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1008026.312500 Penalty: 4667.893066
	Iteration 119Q: 3 clusters Score -1008026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1008027.812500 Penalty: 4667.893066
	Iteration 120F: 3 clusters Score -1008028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1008031.875000 Penalty: 4667.893066
	Iteration 121Q: 3 clusters Score -1008032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1008031.812500 Penalty: 4667.893066
	Iteration 122Q: 3 clusters Score -1008032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1008033.000000 Penalty: 4667.893066
	Iteration 123Q: 3 clusters Score -1008033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1008034.125000 Penalty: 4667.893066
	Iteration 124Q: 3 clusters Score -1008034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1008033.000000 Penalty: 4667.893066
	Iteration 125Q: 3 clusters Score -1008033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1008033.000000 Penalty: 4667.893066
	Iteration 126F: 3 clusters Score -1008033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -692866.187500 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -692866.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -686098.062500 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -686098.1 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -687881.000000 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -687881 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -688196.375000 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -688196.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -688405.000000 Penalty: 4495.248047
	Iteration 3F: 3 clusters Score -688405 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -688562.937500 Penalty: 4495.248047
	Iteration 4Q: 3 clusters Score -688562.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -688685.312500 Penalty: 4495.248047
	Iteration 5Q: 3 clusters Score -688685.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -688777.312500 Penalty: 4495.248047
	Iteration 6Q: 3 clusters Score -688777.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -688863.125000 Penalty: 4495.248047
	Iteration 7Q: 3 clusters Score -688863.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -688951.312500 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -688951.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -689050.187500 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -689050.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -689137.750000 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -689137.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -689227.000000 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -689227 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -689321.562500 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -689321.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -689420.625000 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -689420.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -689530.625000 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -689530.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -689638.687500 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -689638.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -689740.812500 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -689740.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -689825.625000 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -689825.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -689904.312500 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -689904.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -689990.000000 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -689990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -690069.312500 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -690069.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -690146.687500 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -690146.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -690233.312500 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -690233.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -690328.312500 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -690328.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -690435.250000 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -690435.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -690500.437500 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -690500.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -690546.000000 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -690546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -690571.625000 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -690571.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -690597.625000 Penalty: 4495.248047
	Iteration 28Q: 3 clusters Score -690597.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -690618.250000 Penalty: 4495.248047
	Iteration 29Q: 3 clusters Score -690618.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -690634.437500 Penalty: 4495.248047
	Iteration 30Q: 3 clusters Score -690634.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -690645.312500 Penalty: 4495.248047
	Iteration 31Q: 3 clusters Score -690645.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -690649.187500 Penalty: 4495.248047
	Iteration 32Q: 3 clusters Score -690649.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -690654.000000 Penalty: 4495.248047
	Iteration 33Q: 3 clusters Score -690654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -690658.062500 Penalty: 4495.248047
	Iteration 34Q: 3 clusters Score -690658.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -690663.875000 Penalty: 4495.248047
	Iteration 35Q: 3 clusters Score -690663.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -690668.375000 Penalty: 4495.248047
	Iteration 36Q: 3 clusters Score -690668.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -690672.937500 Penalty: 4495.248047
	Iteration 37Q: 3 clusters Score -690672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -690673.062500 Penalty: 4495.248047
	Iteration 38Q: 3 clusters Score -690673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -690673.937500 Penalty: 4495.248047
	Iteration 39Q: 3 clusters Score -690673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -690678.125000 Penalty: 4495.248047
	Iteration 40F: 3 clusters Score -690678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -690676.187500 Penalty: 4495.248047
	Iteration 41Q: 3 clusters Score -690676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -690676.000000 Penalty: 4495.248047
	Iteration 42Q: 3 clusters Score -690676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -690678.187500 Penalty: 4495.248047
	Iteration 43Q: 3 clusters Score -690678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -690677.812500 Penalty: 4495.248047
	Iteration 44Q: 3 clusters Score -690677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -690676.625000 Penalty: 4495.248047
	Iteration 45Q: 3 clusters Score -690676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -690676.687500 Penalty: 4495.248047
	Iteration 46Q: 3 clusters Score -690676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -690676.750000 Penalty: 4495.248047
	Iteration 47Q: 3 clusters Score -690676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -690676.750000 Penalty: 4495.248047
	Iteration 48F: 3 clusters Score -690676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Entering Unmasked Estep 
Score: -679290.250000 Penalty: 2219.507080
	Iteration 0F: 2 clusters Score -679290.2 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 3942 members 
Entering Unmasked Estep 
Score: -673036.562500 Penalty: 4439.014160
	Iteration 0F: 3 clusters Score -673036.6 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -674730.312500 Penalty: 4439.014160
	Iteration 1F: 3 clusters Score -674730.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -674966.250000 Penalty: 4439.014160
	Iteration 2F: 3 clusters Score -674966.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -675139.562500 Penalty: 4439.014160
	Iteration 3Q: 3 clusters Score -675139.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -675290.500000 Penalty: 4439.014160
	Iteration 4Q: 3 clusters Score -675290.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -675423.375000 Penalty: 4439.014160
	Iteration 5Q: 3 clusters Score -675423.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -675555.937500 Penalty: 4439.014160
	Iteration 6Q: 3 clusters Score -675555.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -675676.375000 Penalty: 4439.014160
	Iteration 7Q: 3 clusters Score -675676.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -675830.125000 Penalty: 4439.014160
	Iteration 8Q: 3 clusters Score -675830.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -676005.187500 Penalty: 4439.014160
	Iteration 9Q: 3 clusters Score -676005.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -676204.375000 Penalty: 4439.014160
	Iteration 10Q: 3 clusters Score -676204.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -676413.187500 Penalty: 4439.014160
	Iteration 11Q: 3 clusters Score -676413.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -676638.187500 Penalty: 4439.014160
	Iteration 12Q: 3 clusters Score -676638.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -676824.937500 Penalty: 4439.014160
	Iteration 13Q: 3 clusters Score -676824.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -676970.000000 Penalty: 4439.014160
	Iteration 14Q: 3 clusters Score -676970 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -677105.562500 Penalty: 4439.014160
	Iteration 15Q: 3 clusters Score -677105.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -677188.937500 Penalty: 4439.014160
	Iteration 16Q: 3 clusters Score -677188.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -677243.062500 Penalty: 4439.014160
	Iteration 17Q: 3 clusters Score -677243.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -677287.125000 Penalty: 4439.014160
	Iteration 18Q: 3 clusters Score -677287.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -677311.562500 Penalty: 4439.014160
	Iteration 19Q: 3 clusters Score -677311.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -677325.187500 Penalty: 4439.014160
	Iteration 20F: 3 clusters Score -677325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -677333.437500 Penalty: 4439.014160
	Iteration 21Q: 3 clusters Score -677333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -677340.937500 Penalty: 4439.014160
	Iteration 22Q: 3 clusters Score -677340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -677341.250000 Penalty: 4439.014160
	Iteration 23Q: 3 clusters Score -677341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -677342.937500 Penalty: 4439.014160
	Iteration 24Q: 3 clusters Score -677342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -677343.000000 Penalty: 4439.014160
	Iteration 25Q: 3 clusters Score -677343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -677343.000000 Penalty: 4439.014160
	Iteration 26F: 3 clusters Score -677343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Entering Unmasked Estep 
Score: -2048548.500000 Penalty: 2496.744629
	Iteration 0F: 2 clusters Score -2048548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2032062.625000 Penalty: 4993.489258
	Iteration 0F: 3 clusters Score -2032063 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2037628.875000 Penalty: 4993.489258
	Iteration 1F: 3 clusters Score -2037629 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2038141.250000 Penalty: 4993.489258
	Iteration 2F: 3 clusters Score -2038141 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2038703.625000 Penalty: 4993.489258
	Iteration 3F: 3 clusters Score -2038704 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2039337.625000 Penalty: 4993.489258
	Iteration 4F: 3 clusters Score -2039338 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2040045.125000 Penalty: 4993.489258
	Iteration 5F: 3 clusters Score -2040045 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2040861.125000 Penalty: 4993.489258
	Iteration 6F: 3 clusters Score -2040861 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2041757.375000 Penalty: 4993.489258
	Iteration 7F: 3 clusters Score -2041757 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2042542.875000 Penalty: 4993.489258
	Iteration 8F: 3 clusters Score -2042543 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2043195.625000 Penalty: 4993.489258
	Iteration 9Q: 3 clusters Score -2043196 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2043728.875000 Penalty: 4993.489258
	Iteration 10Q: 3 clusters Score -2043729 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2044160.375000 Penalty: 4993.489258
	Iteration 11Q: 3 clusters Score -2044160 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2044481.750000 Penalty: 4993.489258
	Iteration 12Q: 3 clusters Score -2044482 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2044735.250000 Penalty: 4993.489258
	Iteration 13Q: 3 clusters Score -2044735 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2044906.375000 Penalty: 4993.489258
	Iteration 14Q: 3 clusters Score -2044906 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2045027.125000 Penalty: 4993.489258
	Iteration 15Q: 3 clusters Score -2045027 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2045147.000000 Penalty: 4993.489258
	Iteration 16Q: 3 clusters Score -2045147 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2045265.375000 Penalty: 4993.489258
	Iteration 17Q: 3 clusters Score -2045265 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2045377.625000 Penalty: 4993.489258
	Iteration 18Q: 3 clusters Score -2045378 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2045502.500000 Penalty: 4993.489258
	Iteration 19Q: 3 clusters Score -2045502 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2045637.500000 Penalty: 4993.489258
	Iteration 20F: 3 clusters Score -2045638 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2045767.500000 Penalty: 4993.489258
	Iteration 21Q: 3 clusters Score -2045768 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2045910.250000 Penalty: 4993.489258
	Iteration 22Q: 3 clusters Score -2045910 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2046030.375000 Penalty: 4993.489258
	Iteration 23Q: 3 clusters Score -2046030 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2046118.375000 Penalty: 4993.489258
	Iteration 24Q: 3 clusters Score -2046118 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2046205.125000 Penalty: 4993.489258
	Iteration 25Q: 3 clusters Score -2046205 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2046278.625000 Penalty: 4993.489258
	Iteration 26Q: 3 clusters Score -2046279 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2046372.250000 Penalty: 4993.489258
	Iteration 27Q: 3 clusters Score -2046372 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2046406.500000 Penalty: 4993.489258
	Iteration 28Q: 3 clusters Score -2046406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2046447.500000 Penalty: 4993.489258
	Iteration 29Q: 3 clusters Score -2046448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2046472.250000 Penalty: 4993.489258
	Iteration 30Q: 3 clusters Score -2046472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2046494.000000 Penalty: 4993.489258
	Iteration 31Q: 3 clusters Score -2046494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2046505.125000 Penalty: 4993.489258
	Iteration 32Q: 3 clusters Score -2046505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2046522.625000 Penalty: 4993.489258
	Iteration 33Q: 3 clusters Score -2046523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2046530.875000 Penalty: 4993.489258
	Iteration 34Q: 3 clusters Score -2046531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2046542.625000 Penalty: 4993.489258
	Iteration 35Q: 3 clusters Score -2046543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2046539.250000 Penalty: 4993.489258
	Iteration 36Q: 3 clusters Score -2046539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2046543.375000 Penalty: 4993.489258
	Iteration 37Q: 3 clusters Score -2046543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2046550.750000 Penalty: 4993.489258
	Iteration 38Q: 3 clusters Score -2046551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2046554.250000 Penalty: 4993.489258
	Iteration 39Q: 3 clusters Score -2046554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2046560.625000 Penalty: 4993.489258
	Iteration 40F: 3 clusters Score -2046561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2046564.125000 Penalty: 4993.489258
	Iteration 41Q: 3 clusters Score -2046564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2046570.000000 Penalty: 4993.489258
	Iteration 42Q: 3 clusters Score -2046570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2046570.375000 Penalty: 4993.489258
	Iteration 43Q: 3 clusters Score -2046570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2046571.500000 Penalty: 4993.489258
	Iteration 44Q: 3 clusters Score -2046572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2046569.500000 Penalty: 4993.489258
	Iteration 45Q: 3 clusters Score -2046570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2046571.000000 Penalty: 4993.489258
	Iteration 46Q: 3 clusters Score -2046571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2046569.625000 Penalty: 4993.489258
	Iteration 47Q: 3 clusters Score -2046570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2046569.000000 Penalty: 4993.489258
	Iteration 48Q: 3 clusters Score -2046569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2046566.625000 Penalty: 4993.489258
	Iteration 49Q: 3 clusters Score -2046567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2046567.500000 Penalty: 4993.489258
	Iteration 50Q: 3 clusters Score -2046568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2046568.375000 Penalty: 4993.489258
	Iteration 51Q: 3 clusters Score -2046568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2046568.625000 Penalty: 4993.489258
	Iteration 52Q: 3 clusters Score -2046569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2046572.250000 Penalty: 4993.489258
	Iteration 53Q: 3 clusters Score -2046572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2046569.125000 Penalty: 4993.489258
	Iteration 54Q: 3 clusters Score -2046569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2046569.125000 Penalty: 4993.489258
	Iteration 55Q: 3 clusters Score -2046569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2046570.750000 Penalty: 4993.489258
	Iteration 56Q: 3 clusters Score -2046571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2046571.250000 Penalty: 4993.489258
	Iteration 57Q: 3 clusters Score -2046571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2046572.250000 Penalty: 4993.489258
	Iteration 58Q: 3 clusters Score -2046572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2046570.750000 Penalty: 4993.489258
	Iteration 59Q: 3 clusters Score -2046571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2046574.250000 Penalty: 4993.489258
	Iteration 60F: 3 clusters Score -2046574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2046572.125000 Penalty: 4993.489258
	Iteration 61Q: 3 clusters Score -2046572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2046573.875000 Penalty: 4993.489258
	Iteration 62Q: 3 clusters Score -2046574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2046568.875000 Penalty: 4993.489258
	Iteration 63Q: 3 clusters Score -2046569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2046573.750000 Penalty: 4993.489258
	Iteration 64Q: 3 clusters Score -2046574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2046577.875000 Penalty: 4993.489258
	Iteration 65Q: 3 clusters Score -2046578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2046577.500000 Penalty: 4993.489258
	Iteration 66Q: 3 clusters Score -2046578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2046577.500000 Penalty: 4993.489258
	Iteration 67F: 3 clusters Score -2046578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Entering Unmasked Estep 
Score: -1158032.750000 Penalty: 2356.542725
	Iteration 0F: 2 clusters Score -1158033 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 6568 members 
Entering Unmasked Estep 
Score: -1148200.875000 Penalty: 4713.085449
	Iteration 0F: 3 clusters Score -1148201 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1151267.250000 Penalty: 4713.085449
	Iteration 1F: 3 clusters Score -1151267 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1151660.750000 Penalty: 4713.085449
	Iteration 2F: 3 clusters Score -1151661 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1151982.125000 Penalty: 4713.085449
	Iteration 3F: 3 clusters Score -1151982 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1152273.250000 Penalty: 4713.085449
	Iteration 4Q: 3 clusters Score -1152273 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1152539.125000 Penalty: 4713.085449
	Iteration 5Q: 3 clusters Score -1152539 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1152786.125000 Penalty: 4713.085449
	Iteration 6Q: 3 clusters Score -1152786 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1153045.125000 Penalty: 4713.085449
	Iteration 7Q: 3 clusters Score -1153045 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1153354.750000 Penalty: 4713.085449
	Iteration 8Q: 3 clusters Score -1153355 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1153695.750000 Penalty: 4713.085449
	Iteration 9Q: 3 clusters Score -1153696 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1154040.750000 Penalty: 4713.085449
	Iteration 10Q: 3 clusters Score -1154041 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1154353.000000 Penalty: 4713.085449
	Iteration 11Q: 3 clusters Score -1154353 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1154640.875000 Penalty: 4713.085449
	Iteration 12Q: 3 clusters Score -1154641 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1154922.875000 Penalty: 4713.085449
	Iteration 13Q: 3 clusters Score -1154923 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1155144.125000 Penalty: 4713.085449
	Iteration 14Q: 3 clusters Score -1155144 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1155300.375000 Penalty: 4713.085449
	Iteration 15Q: 3 clusters Score -1155300 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1155451.500000 Penalty: 4713.085449
	Iteration 16Q: 3 clusters Score -1155452 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1155583.625000 Penalty: 4713.085449
	Iteration 17Q: 3 clusters Score -1155584 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1155675.000000 Penalty: 4713.085449
	Iteration 18Q: 3 clusters Score -1155675 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1155742.875000 Penalty: 4713.085449
	Iteration 19Q: 3 clusters Score -1155743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1155791.125000 Penalty: 4713.085449
	Iteration 20F: 3 clusters Score -1155791 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1155829.500000 Penalty: 4713.085449
	Iteration 21Q: 3 clusters Score -1155830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1155854.875000 Penalty: 4713.085449
	Iteration 22Q: 3 clusters Score -1155855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1155875.750000 Penalty: 4713.085449
	Iteration 23Q: 3 clusters Score -1155876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1155893.500000 Penalty: 4713.085449
	Iteration 24Q: 3 clusters Score -1155894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1155912.875000 Penalty: 4713.085449
	Iteration 25Q: 3 clusters Score -1155913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1155929.000000 Penalty: 4713.085449
	Iteration 26Q: 3 clusters Score -1155929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1155951.875000 Penalty: 4713.085449
	Iteration 27Q: 3 clusters Score -1155952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1155975.000000 Penalty: 4713.085449
	Iteration 28Q: 3 clusters Score -1155975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1155991.375000 Penalty: 4713.085449
	Iteration 29Q: 3 clusters Score -1155991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1156002.250000 Penalty: 4713.085449
	Iteration 30Q: 3 clusters Score -1156002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1156015.500000 Penalty: 4713.085449
	Iteration 31Q: 3 clusters Score -1156016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1156024.875000 Penalty: 4713.085449
	Iteration 32Q: 3 clusters Score -1156025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1156031.875000 Penalty: 4713.085449
	Iteration 33Q: 3 clusters Score -1156032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1156042.625000 Penalty: 4713.085449
	Iteration 34Q: 3 clusters Score -1156043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1156053.125000 Penalty: 4713.085449
	Iteration 35Q: 3 clusters Score -1156053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1156061.375000 Penalty: 4713.085449
	Iteration 36Q: 3 clusters Score -1156061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1156072.375000 Penalty: 4713.085449
	Iteration 37Q: 3 clusters Score -1156072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1156087.625000 Penalty: 4713.085449
	Iteration 38Q: 3 clusters Score -1156088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1156095.500000 Penalty: 4713.085449
	Iteration 39Q: 3 clusters Score -1156096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1156102.250000 Penalty: 4713.085449
	Iteration 40F: 3 clusters Score -1156102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1156108.625000 Penalty: 4713.085449
	Iteration 41Q: 3 clusters Score -1156109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1156115.875000 Penalty: 4713.085449
	Iteration 42Q: 3 clusters Score -1156116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1156120.375000 Penalty: 4713.085449
	Iteration 43Q: 3 clusters Score -1156120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1156122.625000 Penalty: 4713.085449
	Iteration 44Q: 3 clusters Score -1156123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1156121.625000 Penalty: 4713.085449
	Iteration 45Q: 3 clusters Score -1156122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1156121.875000 Penalty: 4713.085449
	Iteration 46Q: 3 clusters Score -1156122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1156121.875000 Penalty: 4713.085449
	Iteration 47F: 3 clusters Score -1156122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Entering Unmasked Estep 
Score: -3256213.000000 Penalty: 2613.601074
	Iteration 0F: 2 clusters Score -3256213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3230810.000000 Penalty: 5227.202148
	Iteration 0F: 3 clusters Score -3230810 nChanged 17180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3240209.000000 Penalty: 5227.202148
	Iteration 1F: 3 clusters Score -3240209 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3240796.750000 Penalty: 5227.202148
	Iteration 2Q: 3 clusters Score -3240797 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3241338.750000 Penalty: 5227.202148
	Iteration 3Q: 3 clusters Score -3241339 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3241838.000000 Penalty: 5227.202148
	Iteration 4Q: 3 clusters Score -3241838 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3242374.250000 Penalty: 5227.202148
	Iteration 5Q: 3 clusters Score -3242374 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3243004.000000 Penalty: 5227.202148
	Iteration 6Q: 3 clusters Score -3243004 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3243715.000000 Penalty: 5227.202148
	Iteration 7Q: 3 clusters Score -3243715 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3244511.000000 Penalty: 5227.202148
	Iteration 8Q: 3 clusters Score -3244511 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3245471.250000 Penalty: 5227.202148
	Iteration 9Q: 3 clusters Score -3245471 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3246648.000000 Penalty: 5227.202148
	Iteration 10Q: 3 clusters Score -3246648 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3248043.500000 Penalty: 5227.202148
	Iteration 11F: 3 clusters Score -3248044 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -3249577.500000 Penalty: 5227.202148
	Iteration 12F: 3 clusters Score -3249578 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3250746.750000 Penalty: 5227.202148
	Iteration 13Q: 3 clusters Score -3250747 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3251433.250000 Penalty: 5227.202148
	Iteration 14Q: 3 clusters Score -3251433 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3251707.500000 Penalty: 5227.202148
	Iteration 15Q: 3 clusters Score -3251708 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3251845.000000 Penalty: 5227.202148
	Iteration 16Q: 3 clusters Score -3251845 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3251959.750000 Penalty: 5227.202148
	Iteration 17Q: 3 clusters Score -3251960 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3252038.250000 Penalty: 5227.202148
	Iteration 18Q: 3 clusters Score -3252038 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3252109.250000 Penalty: 5227.202148
	Iteration 19Q: 3 clusters Score -3252109 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3252149.500000 Penalty: 5227.202148
	Iteration 20F: 3 clusters Score -3252150 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3252184.500000 Penalty: 5227.202148
	Iteration 21Q: 3 clusters Score -3252184 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3252223.000000 Penalty: 5227.202148
	Iteration 22Q: 3 clusters Score -3252223 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3252253.750000 Penalty: 5227.202148
	Iteration 23Q: 3 clusters Score -3252254 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -3252261.750000 Penalty: 5227.202148
	Iteration 24Q: 3 clusters Score -3252262 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3252281.250000 Penalty: 5227.202148
	Iteration 25Q: 3 clusters Score -3252281 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3252296.250000 Penalty: 5227.202148
	Iteration 26Q: 3 clusters Score -3252296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3252313.500000 Penalty: 5227.202148
	Iteration 27Q: 3 clusters Score -3252314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3252333.750000 Penalty: 5227.202148
	Iteration 28Q: 3 clusters Score -3252334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3252354.250000 Penalty: 5227.202148
	Iteration 29Q: 3 clusters Score -3252354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3252348.750000 Penalty: 5227.202148
	Iteration 30Q: 3 clusters Score -3252349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3252346.500000 Penalty: 5227.202148
	Iteration 31Q: 3 clusters Score -3252346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3252364.250000 Penalty: 5227.202148
	Iteration 32Q: 3 clusters Score -3252364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3252371.250000 Penalty: 5227.202148
	Iteration 33Q: 3 clusters Score -3252371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3252378.000000 Penalty: 5227.202148
	Iteration 34Q: 3 clusters Score -3252378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3252393.500000 Penalty: 5227.202148
	Iteration 35Q: 3 clusters Score -3252394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3252402.250000 Penalty: 5227.202148
	Iteration 36Q: 3 clusters Score -3252402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3252414.500000 Penalty: 5227.202148
	Iteration 37Q: 3 clusters Score -3252414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3252415.500000 Penalty: 5227.202148
	Iteration 38Q: 3 clusters Score -3252416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3252416.000000 Penalty: 5227.202148
	Iteration 39Q: 3 clusters Score -3252416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3252412.500000 Penalty: 5227.202148
	Iteration 40F: 3 clusters Score -3252412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3252418.500000 Penalty: 5227.202148
	Iteration 41Q: 3 clusters Score -3252418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3252424.250000 Penalty: 5227.202148
	Iteration 42Q: 3 clusters Score -3252424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3252428.000000 Penalty: 5227.202148
	Iteration 43Q: 3 clusters Score -3252428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3252431.250000 Penalty: 5227.202148
	Iteration 44Q: 3 clusters Score -3252431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3252420.750000 Penalty: 5227.202148
	Iteration 45Q: 3 clusters Score -3252421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3252416.500000 Penalty: 5227.202148
	Iteration 46Q: 3 clusters Score -3252416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3252421.250000 Penalty: 5227.202148
	Iteration 47Q: 3 clusters Score -3252421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3252423.500000 Penalty: 5227.202148
	Iteration 48Q: 3 clusters Score -3252424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3252425.750000 Penalty: 5227.202148
	Iteration 49Q: 3 clusters Score -3252426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3252428.000000 Penalty: 5227.202148
	Iteration 50Q: 3 clusters Score -3252428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3252426.500000 Penalty: 5227.202148
	Iteration 51Q: 3 clusters Score -3252426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3252418.000000 Penalty: 5227.202148
	Iteration 52Q: 3 clusters Score -3252418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3252422.000000 Penalty: 5227.202148
	Iteration 53Q: 3 clusters Score -3252422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3252433.000000 Penalty: 5227.202148
	Iteration 54Q: 3 clusters Score -3252433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3252447.250000 Penalty: 5227.202148
	Iteration 55Q: 3 clusters Score -3252447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3252457.000000 Penalty: 5227.202148
	Iteration 56Q: 3 clusters Score -3252457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3252457.250000 Penalty: 5227.202148
	Iteration 57Q: 3 clusters Score -3252457 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3252465.750000 Penalty: 5227.202148
	Iteration 58Q: 3 clusters Score -3252466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3252461.000000 Penalty: 5227.202148
	Iteration 59Q: 3 clusters Score -3252461 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3252469.500000 Penalty: 5227.202148
	Iteration 60F: 3 clusters Score -3252470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3252475.000000 Penalty: 5227.202148
	Iteration 61Q: 3 clusters Score -3252475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3252469.250000 Penalty: 5227.202148
	Iteration 62Q: 3 clusters Score -3252469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3252471.000000 Penalty: 5227.202148
	Iteration 63Q: 3 clusters Score -3252471 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3252478.250000 Penalty: 5227.202148
	Iteration 64Q: 3 clusters Score -3252478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3252492.500000 Penalty: 5227.202148
	Iteration 65Q: 3 clusters Score -3252492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3252506.000000 Penalty: 5227.202148
	Iteration 66Q: 3 clusters Score -3252506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3252509.500000 Penalty: 5227.202148
	Iteration 67Q: 3 clusters Score -3252510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3252513.250000 Penalty: 5227.202148
	Iteration 68Q: 3 clusters Score -3252513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3252524.000000 Penalty: 5227.202148
	Iteration 69Q: 3 clusters Score -3252524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3252520.250000 Penalty: 5227.202148
	Iteration 70Q: 3 clusters Score -3252520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3252528.250000 Penalty: 5227.202148
	Iteration 71Q: 3 clusters Score -3252528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3252532.000000 Penalty: 5227.202148
	Iteration 72Q: 3 clusters Score -3252532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3252545.250000 Penalty: 5227.202148
	Iteration 73Q: 3 clusters Score -3252545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3252547.000000 Penalty: 5227.202148
	Iteration 74Q: 3 clusters Score -3252547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3252544.750000 Penalty: 5227.202148
	Iteration 75Q: 3 clusters Score -3252545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3252546.250000 Penalty: 5227.202148
	Iteration 76Q: 3 clusters Score -3252546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3252553.500000 Penalty: 5227.202148
	Iteration 77Q: 3 clusters Score -3252554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3252564.750000 Penalty: 5227.202148
	Iteration 78Q: 3 clusters Score -3252565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3252572.250000 Penalty: 5227.202148
	Iteration 79Q: 3 clusters Score -3252572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -3252582.000000 Penalty: 5227.202148
	Iteration 80F: 3 clusters Score -3252582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3252584.750000 Penalty: 5227.202148
	Iteration 81Q: 3 clusters Score -3252585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3252580.750000 Penalty: 5227.202148
	Iteration 82Q: 3 clusters Score -3252581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3252581.000000 Penalty: 5227.202148
	Iteration 83Q: 3 clusters Score -3252581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3252585.250000 Penalty: 5227.202148
	Iteration 84Q: 3 clusters Score -3252585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3252588.000000 Penalty: 5227.202148
	Iteration 85Q: 3 clusters Score -3252588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3252581.750000 Penalty: 5227.202148
	Iteration 86Q: 3 clusters Score -3252582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3252593.250000 Penalty: 5227.202148
	Iteration 87Q: 3 clusters Score -3252593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3252602.000000 Penalty: 5227.202148
	Iteration 88Q: 3 clusters Score -3252602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3252610.750000 Penalty: 5227.202148
	Iteration 89Q: 3 clusters Score -3252611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3252615.750000 Penalty: 5227.202148
	Iteration 90Q: 3 clusters Score -3252616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 23811 members 
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Mstep: Class 2 contains 23866 members 
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	Iteration 96Q: 3 clusters Score -3252648 nChanged 67
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Mstep: Class 1 contains 13540 members 
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Mstep: Class 2 contains 24265 members 
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	Iteration 98Q: 3 clusters Score -3252641 nChanged 57
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3252654 nChanged 55
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	Iteration 101Q: 3 clusters Score -3252662 nChanged 54
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	Iteration 102Q: 3 clusters Score -3252680 nChanged 55
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	Iteration 103Q: 3 clusters Score -3252678 nChanged 42
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	Iteration 105Q: 3 clusters Score -3252688 nChanged 42
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	Iteration 106Q: 3 clusters Score -3252694 nChanged 42
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	Iteration 107Q: 3 clusters Score -3252708 nChanged 34
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Mstep: Class 1 contains 13020 members 
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	Iteration 108Q: 3 clusters Score -3252708 nChanged 44
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	Iteration 109Q: 3 clusters Score -3252698 nChanged 48
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Mstep: Class 1 contains 12930 members 
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	Iteration 110Q: 3 clusters Score -3252706 nChanged 45
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Mstep: Class 1 contains 12885 members 
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	Iteration 111Q: 3 clusters Score -3252708 nChanged 43
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Mstep: Class 2 contains 24907 members 
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	Iteration 112Q: 3 clusters Score -3252708 nChanged 51
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	Iteration 113Q: 3 clusters Score -3252714 nChanged 63
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	Iteration 114Q: 3 clusters Score -3252721 nChanged 59
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	Iteration 115Q: 3 clusters Score -3252722 nChanged 62
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	Iteration 116Q: 3 clusters Score -3252738 nChanged 65
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	Iteration 117Q: 3 clusters Score -3252733 nChanged 52
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	Iteration 118Q: 3 clusters Score -3252741 nChanged 59
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	Iteration 119Q: 3 clusters Score -3252743 nChanged 75
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	Iteration 120F: 3 clusters Score -3252754 nChanged 56
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	Iteration 122Q: 3 clusters Score -3252768 nChanged 69
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	Iteration 124Q: 3 clusters Score -3252764 nChanged 56
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	Iteration 125Q: 3 clusters Score -3252782 nChanged 51
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	Iteration 126Q: 3 clusters Score -3252782 nChanged 49
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	Iteration 127Q: 3 clusters Score -3252781 nChanged 41
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	Iteration 128Q: 3 clusters Score -3252778 nChanged 45
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	Iteration 129Q: 3 clusters Score -3252782 nChanged 52
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	Iteration 131Q: 3 clusters Score -3252781 nChanged 69
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	Iteration 132Q: 3 clusters Score -3252794 nChanged 65
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	Iteration 133Q: 3 clusters Score -3252798 nChanged 71
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	Iteration 134Q: 3 clusters Score -3252808 nChanged 71
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	Iteration 135Q: 3 clusters Score -3252815 nChanged 78
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	Iteration 136Q: 3 clusters Score -3252823 nChanged 91
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	Iteration 137Q: 3 clusters Score -3252826 nChanged 83
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	Iteration 138Q: 3 clusters Score -3252840 nChanged 83
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	Iteration 139Q: 3 clusters Score -3252849 nChanged 85
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	Iteration 140F: 3 clusters Score -3252861 nChanged 81
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	Iteration 141Q: 3 clusters Score -3252873 nChanged 82
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	Iteration 142Q: 3 clusters Score -3252876 nChanged 86
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	Iteration 143Q: 3 clusters Score -3252886 nChanged 93
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	Iteration 144Q: 3 clusters Score -3252886 nChanged 88
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	Iteration 145Q: 3 clusters Score -3252903 nChanged 82
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	Iteration 146Q: 3 clusters Score -3252906 nChanged 72
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	Iteration 147Q: 3 clusters Score -3252914 nChanged 57
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	Iteration 148Q: 3 clusters Score -3252914 nChanged 62
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	Iteration 149Q: 3 clusters Score -3252930 nChanged 66
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	Iteration 150Q: 3 clusters Score -3252940 nChanged 61
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	Iteration 151Q: 3 clusters Score -3252950 nChanged 61
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	Iteration 154Q: 3 clusters Score -3252952 nChanged 41
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	Iteration 158Q: 3 clusters Score -3252975 nChanged 35
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	Iteration 159Q: 3 clusters Score -3252982 nChanged 30
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	Iteration 160F: 3 clusters Score -3252980 nChanged 39
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	Iteration 162Q: 3 clusters Score -3252987 nChanged 29
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	Iteration 180F: 3 clusters Score -3253280 nChanged 169
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	Iteration 181Q: 3 clusters Score -3253315 nChanged 176
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	Iteration 182Q: 3 clusters Score -3253371 nChanged 185
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	Iteration 183Q: 3 clusters Score -3253426 nChanged 156
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	Iteration 184Q: 3 clusters Score -3253460 nChanged 147
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3253502 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3253545 nChanged 172
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Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3253615 nChanged 167
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Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3253661 nChanged 147
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Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 31044 members 
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	Iteration 190Q: 3 clusters Score -3253701 nChanged 144
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Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 31176 members 
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	Iteration 191Q: 3 clusters Score -3253734 nChanged 128
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Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 31300 members 
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	Iteration 192Q: 3 clusters Score -3253766 nChanged 119
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Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 31415 members 
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	Iteration 193Q: 3 clusters Score -3253780 nChanged 92
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Mstep: Class 2 contains 31507 members 
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	Iteration 194Q: 3 clusters Score -3253788 nChanged 71
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Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3253798 nChanged 69
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	Iteration 196Q: 3 clusters Score -3253797 nChanged 50
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3253814 nChanged 37
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3253822 nChanged 43
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3253831 nChanged 42
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Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3253844 nChanged 41
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Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 31860 members 
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	Iteration 201Q: 3 clusters Score -3253836 nChanged 36
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Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3253840 nChanged 43
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Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 31939 members 
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	Iteration 203Q: 3 clusters Score -3253832 nChanged 46
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Mstep: Class 1 contains 5764 members 
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	Iteration 204Q: 3 clusters Score -3253830 nChanged 53
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Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 32036 members 
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	Iteration 205Q: 3 clusters Score -3253846 nChanged 49
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	Iteration 206Q: 3 clusters Score -3253849 nChanged 45
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	Iteration 207Q: 3 clusters Score -3253864 nChanged 44
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Mstep: Class 1 contains 5577 members 
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	Iteration 208Q: 3 clusters Score -3253879 nChanged 25
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	Iteration 209Q: 3 clusters Score -3253877 nChanged 31
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	Iteration 210Q: 3 clusters Score -3253881 nChanged 32
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	Iteration 211Q: 3 clusters Score -3253890 nChanged 29
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	Iteration 212Q: 3 clusters Score -3253896 nChanged 18
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	Iteration 213Q: 3 clusters Score -3253904 nChanged 15
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	Iteration 214Q: 3 clusters Score -3253907 nChanged 13
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	Iteration 215Q: 3 clusters Score -3253918 nChanged 13
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	Iteration 216Q: 3 clusters Score -3253918 nChanged 17
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	Iteration 217Q: 3 clusters Score -3253918 nChanged 21
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	Iteration 218Q: 3 clusters Score -3253908 nChanged 16
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	Iteration 219Q: 3 clusters Score -3253915 nChanged 12
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	Iteration 220F: 3 clusters Score -3253918 nChanged 8
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	Iteration 221Q: 3 clusters Score -3253921 nChanged 10
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	Iteration 222Q: 3 clusters Score -3253924 nChanged 11
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	Iteration 223Q: 3 clusters Score -3253923 nChanged 8
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	Iteration 224Q: 3 clusters Score -3253917 nChanged 13
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	Iteration 225Q: 3 clusters Score -3253915 nChanged 11
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	Iteration 226Q: 3 clusters Score -3253912 nChanged 11
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	Iteration 227Q: 3 clusters Score -3253918 nChanged 14
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Mstep: Class 1 contains 5257 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -3253925 nChanged 12
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	Iteration 229Q: 3 clusters Score -3253927 nChanged 16
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	Iteration 230Q: 3 clusters Score -3253928 nChanged 18
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	Iteration 231Q: 3 clusters Score -3253924 nChanged 11
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	Iteration 232Q: 3 clusters Score -3253928 nChanged 8
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	Iteration 233Q: 3 clusters Score -3253931 nChanged 9
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -3253929 nChanged 6
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	Iteration 235Q: 3 clusters Score -3253926 nChanged 3
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	Iteration 236Q: 3 clusters Score -3253928 nChanged 1
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	Iteration 237Q: 3 clusters Score -3253931 nChanged 2
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	Iteration 238Q: 3 clusters Score -3253930 nChanged 3
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	Iteration 239Q: 3 clusters Score -3253925 nChanged 1
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	Iteration 240F: 3 clusters Score -3253928 nChanged 3
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	Iteration 241Q: 3 clusters Score -3253927 nChanged 6
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	Iteration 242Q: 3 clusters Score -3253932 nChanged 5
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	Iteration 243Q: 3 clusters Score -3253931 nChanged 5
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	Iteration 244Q: 3 clusters Score -3253927 nChanged 5
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	Iteration 245Q: 3 clusters Score -3253928 nChanged 9
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	Iteration 246Q: 3 clusters Score -3253936 nChanged 9
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	Iteration 247Q: 3 clusters Score -3253936 nChanged 7
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	Iteration 248Q: 3 clusters Score -3253936 nChanged 5
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	Iteration 249Q: 3 clusters Score -3253938 nChanged 9
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	Iteration 250Q: 3 clusters Score -3253934 nChanged 8
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	Iteration 251Q: 3 clusters Score -3253931 nChanged 9
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	Iteration 252Q: 3 clusters Score -3253937 nChanged 3
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	Iteration 253Q: 3 clusters Score -3253937 nChanged 2
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	Iteration 254Q: 3 clusters Score -3253934 nChanged 3
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	Iteration 255Q: 3 clusters Score -3253929 nChanged 4
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	Iteration 256Q: 3 clusters Score -3253930 nChanged 3
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	Iteration 257Q: 3 clusters Score -3253936 nChanged 5
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	Iteration 258Q: 3 clusters Score -3253932 nChanged 7
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	Iteration 259Q: 3 clusters Score -3253931 nChanged 2
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	Iteration 260F: 3 clusters Score -3253936 nChanged 5
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	Iteration 261Q: 3 clusters Score -3253937 nChanged 5
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	Iteration 262Q: 3 clusters Score -3253930 nChanged 5
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	Iteration 263Q: 3 clusters Score -3253928 nChanged 8
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	Iteration 264Q: 3 clusters Score -3253930 nChanged 7
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	Iteration 265Q: 3 clusters Score -3253929 nChanged 8
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	Iteration 266Q: 3 clusters Score -3253924 nChanged 11
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	Iteration 267Q: 3 clusters Score -3253917 nChanged 10
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	Iteration 268Q: 3 clusters Score -3253918 nChanged 10
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	Iteration 269Q: 3 clusters Score -3253918 nChanged 11
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	Iteration 270Q: 3 clusters Score -3253921 nChanged 8
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	Iteration 271Q: 3 clusters Score -3253918 nChanged 18
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	Iteration 272Q: 3 clusters Score -3253926 nChanged 17
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	Iteration 273Q: 3 clusters Score -3253937 nChanged 29
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	Iteration 274Q: 3 clusters Score -3253930 nChanged 20
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	Iteration 275Q: 3 clusters Score -3253929 nChanged 16
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	Iteration 276Q: 3 clusters Score -3253926 nChanged 21
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	Iteration 277Q: 3 clusters Score -3253931 nChanged 12
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	Iteration 278Q: 3 clusters Score -3253932 nChanged 14
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Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -3253932.000000 Penalty: 5227.202148
	Iteration 279Q: 3 clusters Score -3253932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -3253934.750000 Penalty: 5227.202148
	Iteration 280F: 3 clusters Score -3253935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -3253934.000000 Penalty: 5227.202148
	Iteration 281Q: 3 clusters Score -3253934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3253942.750000 Penalty: 5227.202148
	Iteration 282Q: 3 clusters Score -3253943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -3253948.000000 Penalty: 5227.202148
	Iteration 283Q: 3 clusters Score -3253948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -3253949.750000 Penalty: 5227.202148
	Iteration 284Q: 3 clusters Score -3253950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -3253952.750000 Penalty: 5227.202148
	Iteration 285Q: 3 clusters Score -3253953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3253947.250000 Penalty: 5227.202148
	Iteration 286Q: 3 clusters Score -3253947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3253950.250000 Penalty: 5227.202148
	Iteration 287Q: 3 clusters Score -3253950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -3253950.750000 Penalty: 5227.202148
	Iteration 288Q: 3 clusters Score -3253951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -3253949.250000 Penalty: 5227.202148
	Iteration 289Q: 3 clusters Score -3253949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -3253951.750000 Penalty: 5227.202148
	Iteration 290Q: 3 clusters Score -3253952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -3253947.250000 Penalty: 5227.202148
	Iteration 291Q: 3 clusters Score -3253947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -3253947.250000 Penalty: 5227.202148
	Iteration 292F: 3 clusters Score -3253947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -339640.125000 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -339640.1 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 1963 members 
Entering Unmasked Estep 
Score: -335776.593750 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -335776.6 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -336606.156250 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -336606.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -336781.500000 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -336781.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -336886.687500 Penalty: 4105.722168
	Iteration 3Q: 3 clusters Score -336886.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -336950.687500 Penalty: 4105.722168
	Iteration 4Q: 3 clusters Score -336950.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -336998.843750 Penalty: 4105.722168
	Iteration 5Q: 3 clusters Score -336998.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -337035.312500 Penalty: 4105.722168
	Iteration 6Q: 3 clusters Score -337035.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -337062.312500 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -337062.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -337084.250000 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -337084.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -337107.687500 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -337107.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -337136.031250 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -337136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -337167.625000 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -337167.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -337208.187500 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -337208.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -337265.250000 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -337265.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -337334.218750 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -337334.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -337399.843750 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -337399.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -337483.375000 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -337483.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -337583.812500 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -337583.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -337698.062500 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -337698.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -337818.500000 Penalty: 4105.722168
	Iteration 19Q: 3 clusters Score -337818.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -337927.218750 Penalty: 4105.722168
	Iteration 20F: 3 clusters Score -337927.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -338010.093750 Penalty: 4105.722168
	Iteration 21Q: 3 clusters Score -338010.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338092.000000 Penalty: 4105.722168
	Iteration 22Q: 3 clusters Score -338092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -338161.218750 Penalty: 4105.722168
	Iteration 23Q: 3 clusters Score -338161.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -338216.312500 Penalty: 4105.722168
	Iteration 24Q: 3 clusters Score -338216.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -338260.156250 Penalty: 4105.722168
	Iteration 25Q: 3 clusters Score -338260.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -338300.093750 Penalty: 4105.722168
	Iteration 26Q: 3 clusters Score -338300.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -338322.718750 Penalty: 4105.722168
	Iteration 27Q: 3 clusters Score -338322.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -338334.875000 Penalty: 4105.722168
	Iteration 28Q: 3 clusters Score -338334.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -338342.250000 Penalty: 4105.722168
	Iteration 29Q: 3 clusters Score -338342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -338344.562500 Penalty: 4105.722168
	Iteration 30Q: 3 clusters Score -338344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -338347.625000 Penalty: 4105.722168
	Iteration 31Q: 3 clusters Score -338347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -338348.781250 Penalty: 4105.722168
	Iteration 32Q: 3 clusters Score -338348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -338349.531250 Penalty: 4105.722168
	Iteration 33Q: 3 clusters Score -338349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -338350.093750 Penalty: 4105.722168
	Iteration 34Q: 3 clusters Score -338350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -338352.437500 Penalty: 4105.722168
	Iteration 35Q: 3 clusters Score -338352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -338354.937500 Penalty: 4105.722168
	Iteration 36Q: 3 clusters Score -338354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -338358.187500 Penalty: 4105.722168
	Iteration 37Q: 3 clusters Score -338358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -338359.656250 Penalty: 4105.722168
	Iteration 38Q: 3 clusters Score -338359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -338362.125000 Penalty: 4105.722168
	Iteration 39Q: 3 clusters Score -338362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -338363.250000 Penalty: 4105.722168
	Iteration 40F: 3 clusters Score -338363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -338363.781250 Penalty: 4105.722168
	Iteration 41Q: 3 clusters Score -338363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -338365.250000 Penalty: 4105.722168
	Iteration 42Q: 3 clusters Score -338365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -338365.250000 Penalty: 4105.722168
	Iteration 43Q: 3 clusters Score -338365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -338366.156250 Penalty: 4105.722168
	Iteration 44Q: 3 clusters Score -338366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -338366.593750 Penalty: 4105.722168
	Iteration 45Q: 3 clusters Score -338366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -338366.593750 Penalty: 4105.722168
	Iteration 46F: 3 clusters Score -338366.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Entering Unmasked Estep 
Score: -1121527.875000 Penalty: 2359.342285
	Iteration 0F: 2 clusters Score -1121528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1111573.375000 Penalty: 4718.684570
	Iteration 0F: 3 clusters Score -1111573 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1114772.750000 Penalty: 4718.684570
	Iteration 1F: 3 clusters Score -1114773 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1115205.750000 Penalty: 4718.684570
	Iteration 2F: 3 clusters Score -1115206 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1115580.250000 Penalty: 4718.684570
	Iteration 3F: 3 clusters Score -1115580 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1115994.250000 Penalty: 4718.684570
	Iteration 4F: 3 clusters Score -1115994 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1116466.875000 Penalty: 4718.684570
	Iteration 5F: 3 clusters Score -1116467 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1117010.500000 Penalty: 4718.684570
	Iteration 6F: 3 clusters Score -1117010 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1117554.250000 Penalty: 4718.684570
	Iteration 7F: 3 clusters Score -1117554 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1118082.750000 Penalty: 4718.684570
	Iteration 8Q: 3 clusters Score -1118083 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1118553.375000 Penalty: 4718.684570
	Iteration 9Q: 3 clusters Score -1118553 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1118880.125000 Penalty: 4718.684570
	Iteration 10Q: 3 clusters Score -1118880 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1119128.375000 Penalty: 4718.684570
	Iteration 11Q: 3 clusters Score -1119128 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1119315.250000 Penalty: 4718.684570
	Iteration 12Q: 3 clusters Score -1119315 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1119457.625000 Penalty: 4718.684570
	Iteration 13Q: 3 clusters Score -1119458 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1119561.125000 Penalty: 4718.684570
	Iteration 14Q: 3 clusters Score -1119561 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1119624.750000 Penalty: 4718.684570
	Iteration 15Q: 3 clusters Score -1119625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1119667.375000 Penalty: 4718.684570
	Iteration 16Q: 3 clusters Score -1119667 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1119693.375000 Penalty: 4718.684570
	Iteration 17Q: 3 clusters Score -1119693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1119718.125000 Penalty: 4718.684570
	Iteration 18Q: 3 clusters Score -1119718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1119729.375000 Penalty: 4718.684570
	Iteration 19Q: 3 clusters Score -1119729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1119736.250000 Penalty: 4718.684570
	Iteration 20F: 3 clusters Score -1119736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1119740.500000 Penalty: 4718.684570
	Iteration 21Q: 3 clusters Score -1119740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1119746.125000 Penalty: 4718.684570
	Iteration 22Q: 3 clusters Score -1119746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1119754.000000 Penalty: 4718.684570
	Iteration 23Q: 3 clusters Score -1119754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1119761.250000 Penalty: 4718.684570
	Iteration 24Q: 3 clusters Score -1119761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1119761.375000 Penalty: 4718.684570
	Iteration 25Q: 3 clusters Score -1119761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1119761.875000 Penalty: 4718.684570
	Iteration 26Q: 3 clusters Score -1119762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1119762.625000 Penalty: 4718.684570
	Iteration 27Q: 3 clusters Score -1119763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1119763.500000 Penalty: 4718.684570
	Iteration 28Q: 3 clusters Score -1119764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1119763.500000 Penalty: 4718.684570
	Iteration 29F: 3 clusters Score -1119764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Entering Unmasked Estep 
Score: -9186190.000000 Penalty: 2873.742432
	Iteration 0F: 2 clusters Score -9186190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -9114114.000000 Penalty: 5747.484863
	Iteration 0F: 3 clusters Score -9114114 nChanged 51041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -9143652.000000 Penalty: 5747.484863
	Iteration 1F: 3 clusters Score -9143652 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -9144459.000000 Penalty: 5747.484863
	Iteration 2Q: 3 clusters Score -9144459 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -9145391.000000 Penalty: 5747.484863
	Iteration 3Q: 3 clusters Score -9145391 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -9146467.000000 Penalty: 5747.484863
	Iteration 4Q: 3 clusters Score -9146467 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -9147867.000000 Penalty: 5747.484863
	Iteration 5Q: 3 clusters Score -9147867 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -9150064.000000 Penalty: 5747.484863
	Iteration 6Q: 3 clusters Score -9150064 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -9153357.000000 Penalty: 5747.484863
	Iteration 7F: 3 clusters Score -9153357 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -9158552.000000 Penalty: 5747.484863
	Iteration 8F: 3 clusters Score -9158552 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -9165552.000000 Penalty: 5747.484863
	Iteration 9F: 3 clusters Score -9165552 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -9173005.000000 Penalty: 5747.484863
	Iteration 10F: 3 clusters Score -9173005 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -9178501.000000 Penalty: 5747.484863
	Iteration 11F: 3 clusters Score -9178501 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -9181546.000000 Penalty: 5747.484863
	Iteration 12Q: 3 clusters Score -9181546 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -9182832.000000 Penalty: 5747.484863
	Iteration 13Q: 3 clusters Score -9182832 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 107048 members 
Entering Unmasked Estep 
Score: -9183316.000000 Penalty: 5747.484863
	Iteration 14Q: 3 clusters Score -9183316 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -9183507.000000 Penalty: 5747.484863
	Iteration 15Q: 3 clusters Score -9183507 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -9183607.000000 Penalty: 5747.484863
	Iteration 16Q: 3 clusters Score -9183607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -9183664.000000 Penalty: 5747.484863
	Iteration 17Q: 3 clusters Score -9183664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -9183687.000000 Penalty: 5747.484863
	Iteration 18Q: 3 clusters Score -9183687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -9183695.000000 Penalty: 5747.484863
	Iteration 19Q: 3 clusters Score -9183695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -9183693.000000 Penalty: 5747.484863
	Iteration 20F: 3 clusters Score -9183693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -9183703.000000 Penalty: 5747.484863
	Iteration 21Q: 3 clusters Score -9183703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -9183703.000000 Penalty: 5747.484863
	Iteration 22Q: 3 clusters Score -9183703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -9183706.000000 Penalty: 5747.484863
	Iteration 23Q: 3 clusters Score -9183706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -9183714.000000 Penalty: 5747.484863
	Iteration 24Q: 3 clusters Score -9183714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 107428 members 
Entering Unmasked Estep 
Score: -9183714.000000 Penalty: 5747.484863
	Iteration 25Q: 3 clusters Score -9183714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -9183714.000000 Penalty: 5747.484863
	Iteration 26Q: 3 clusters Score -9183714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -9183714.000000 Penalty: 5747.484863
	Iteration 27F: 3 clusters Score -9183714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Entering Unmasked Estep 
Score: -423523.531250 Penalty: 2141.032715
	Iteration 0F: 2 clusters Score -423523.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -418678.031250 Penalty: 4282.065430
	Iteration 0F: 3 clusters Score -418678 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -419914.906250 Penalty: 4282.065430
	Iteration 1F: 3 clusters Score -419914.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -420132.687500 Penalty: 4282.065430
	Iteration 2F: 3 clusters Score -420132.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -420282.500000 Penalty: 4282.065430
	Iteration 3Q: 3 clusters Score -420282.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -420409.656250 Penalty: 4282.065430
	Iteration 4Q: 3 clusters Score -420409.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -420515.593750 Penalty: 4282.065430
	Iteration 5Q: 3 clusters Score -420515.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -420601.000000 Penalty: 4282.065430
	Iteration 6Q: 3 clusters Score -420601 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -420660.593750 Penalty: 4282.065430
	Iteration 7Q: 3 clusters Score -420660.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -420724.718750 Penalty: 4282.065430
	Iteration 8Q: 3 clusters Score -420724.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -420779.125000 Penalty: 4282.065430
	Iteration 9Q: 3 clusters Score -420779.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -420826.843750 Penalty: 4282.065430
	Iteration 10Q: 3 clusters Score -420826.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -420887.218750 Penalty: 4282.065430
	Iteration 11Q: 3 clusters Score -420887.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -420961.062500 Penalty: 4282.065430
	Iteration 12Q: 3 clusters Score -420961.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -421032.968750 Penalty: 4282.065430
	Iteration 13Q: 3 clusters Score -421033 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -421097.937500 Penalty: 4282.065430
	Iteration 14Q: 3 clusters Score -421097.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -421162.625000 Penalty: 4282.065430
	Iteration 15Q: 3 clusters Score -421162.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -421227.562500 Penalty: 4282.065430
	Iteration 16Q: 3 clusters Score -421227.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -421292.156250 Penalty: 4282.065430
	Iteration 17Q: 3 clusters Score -421292.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -421359.843750 Penalty: 4282.065430
	Iteration 18Q: 3 clusters Score -421359.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -421429.125000 Penalty: 4282.065430
	Iteration 19Q: 3 clusters Score -421429.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -421498.562500 Penalty: 4282.065430
	Iteration 20F: 3 clusters Score -421498.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -421545.875000 Penalty: 4282.065430
	Iteration 21Q: 3 clusters Score -421545.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -421583.562500 Penalty: 4282.065430
	Iteration 22Q: 3 clusters Score -421583.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -421630.062500 Penalty: 4282.065430
	Iteration 23Q: 3 clusters Score -421630.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -421676.500000 Penalty: 4282.065430
	Iteration 24Q: 3 clusters Score -421676.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -421707.531250 Penalty: 4282.065430
	Iteration 25Q: 3 clusters Score -421707.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -421730.250000 Penalty: 4282.065430
	Iteration 26Q: 3 clusters Score -421730.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -421750.937500 Penalty: 4282.065430
	Iteration 27Q: 3 clusters Score -421750.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -421759.468750 Penalty: 4282.065430
	Iteration 28Q: 3 clusters Score -421759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -421762.375000 Penalty: 4282.065430
	Iteration 29Q: 3 clusters Score -421762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -421763.500000 Penalty: 4282.065430
	Iteration 30Q: 3 clusters Score -421763.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -421765.656250 Penalty: 4282.065430
	Iteration 31Q: 3 clusters Score -421765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -421769.593750 Penalty: 4282.065430
	Iteration 32Q: 3 clusters Score -421769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -421771.875000 Penalty: 4282.065430
	Iteration 33Q: 3 clusters Score -421771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -421773.468750 Penalty: 4282.065430
	Iteration 34Q: 3 clusters Score -421773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -421776.781250 Penalty: 4282.065430
	Iteration 35Q: 3 clusters Score -421776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -421777.187500 Penalty: 4282.065430
	Iteration 36Q: 3 clusters Score -421777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -421777.187500 Penalty: 4282.065430
	Iteration 37F: 3 clusters Score -421777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -416868.468750 Penalty: 2100.689209
	Iteration 0F: 2 clusters Score -416868.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -412437.468750 Penalty: 4201.378418
	Iteration 0F: 3 clusters Score -412437.5 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -413455.562500 Penalty: 4201.378418
	Iteration 1F: 3 clusters Score -413455.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -413668.812500 Penalty: 4201.378418
	Iteration 2F: 3 clusters Score -413668.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -413788.937500 Penalty: 4201.378418
	Iteration 3Q: 3 clusters Score -413788.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -413877.000000 Penalty: 4201.378418
	Iteration 4Q: 3 clusters Score -413877 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -413944.218750 Penalty: 4201.378418
	Iteration 5Q: 3 clusters Score -413944.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -413996.000000 Penalty: 4201.378418
	Iteration 6Q: 3 clusters Score -413996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -414024.875000 Penalty: 4201.378418
	Iteration 7Q: 3 clusters Score -414024.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -414048.812500 Penalty: 4201.378418
	Iteration 8Q: 3 clusters Score -414048.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -414066.593750 Penalty: 4201.378418
	Iteration 9Q: 3 clusters Score -414066.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -414081.750000 Penalty: 4201.378418
	Iteration 10Q: 3 clusters Score -414081.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -414095.375000 Penalty: 4201.378418
	Iteration 11Q: 3 clusters Score -414095.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -414105.500000 Penalty: 4201.378418
	Iteration 12Q: 3 clusters Score -414105.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -414116.375000 Penalty: 4201.378418
	Iteration 13Q: 3 clusters Score -414116.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -414123.875000 Penalty: 4201.378418
	Iteration 14Q: 3 clusters Score -414123.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -414131.906250 Penalty: 4201.378418
	Iteration 15Q: 3 clusters Score -414131.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -414141.343750 Penalty: 4201.378418
	Iteration 16Q: 3 clusters Score -414141.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -414147.843750 Penalty: 4201.378418
	Iteration 17Q: 3 clusters Score -414147.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -414155.468750 Penalty: 4201.378418
	Iteration 18Q: 3 clusters Score -414155.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -414162.875000 Penalty: 4201.378418
	Iteration 19Q: 3 clusters Score -414162.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -414170.906250 Penalty: 4201.378418
	Iteration 20F: 3 clusters Score -414170.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -414178.375000 Penalty: 4201.378418
	Iteration 21Q: 3 clusters Score -414178.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -414185.125000 Penalty: 4201.378418
	Iteration 22Q: 3 clusters Score -414185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -414188.250000 Penalty: 4201.378418
	Iteration 23Q: 3 clusters Score -414188.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -414191.812500 Penalty: 4201.378418
	Iteration 24Q: 3 clusters Score -414191.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -414196.906250 Penalty: 4201.378418
	Iteration 25Q: 3 clusters Score -414196.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -414199.906250 Penalty: 4201.378418
	Iteration 26Q: 3 clusters Score -414199.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -414205.343750 Penalty: 4201.378418
	Iteration 27Q: 3 clusters Score -414205.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -414209.000000 Penalty: 4201.378418
	Iteration 28Q: 3 clusters Score -414209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -414214.562500 Penalty: 4201.378418
	Iteration 29Q: 3 clusters Score -414214.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -414220.812500 Penalty: 4201.378418
	Iteration 30Q: 3 clusters Score -414220.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -414227.500000 Penalty: 4201.378418
	Iteration 31Q: 3 clusters Score -414227.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -414233.843750 Penalty: 4201.378418
	Iteration 32Q: 3 clusters Score -414233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -414238.937500 Penalty: 4201.378418
	Iteration 33Q: 3 clusters Score -414238.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -414245.625000 Penalty: 4201.378418
	Iteration 34Q: 3 clusters Score -414245.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -414251.281250 Penalty: 4201.378418
	Iteration 35Q: 3 clusters Score -414251.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -414255.125000 Penalty: 4201.378418
	Iteration 36Q: 3 clusters Score -414255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -414259.156250 Penalty: 4201.378418
	Iteration 37Q: 3 clusters Score -414259.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -414264.062500 Penalty: 4201.378418
	Iteration 38Q: 3 clusters Score -414264.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -414267.125000 Penalty: 4201.378418
	Iteration 39Q: 3 clusters Score -414267.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -414268.718750 Penalty: 4201.378418
	Iteration 40F: 3 clusters Score -414268.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -414272.000000 Penalty: 4201.378418
	Iteration 41Q: 3 clusters Score -414272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -414273.562500 Penalty: 4201.378418
	Iteration 42Q: 3 clusters Score -414273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -414277.593750 Penalty: 4201.378418
	Iteration 43Q: 3 clusters Score -414277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -414280.093750 Penalty: 4201.378418
	Iteration 44Q: 3 clusters Score -414280.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -414283.343750 Penalty: 4201.378418
	Iteration 45Q: 3 clusters Score -414283.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -414284.125000 Penalty: 4201.378418
	Iteration 46Q: 3 clusters Score -414284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -414286.812500 Penalty: 4201.378418
	Iteration 47Q: 3 clusters Score -414286.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -414290.906250 Penalty: 4201.378418
	Iteration 48Q: 3 clusters Score -414290.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -414293.187500 Penalty: 4201.378418
	Iteration 49Q: 3 clusters Score -414293.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -414295.937500 Penalty: 4201.378418
	Iteration 50Q: 3 clusters Score -414295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -414299.343750 Penalty: 4201.378418
	Iteration 51Q: 3 clusters Score -414299.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -414302.937500 Penalty: 4201.378418
	Iteration 52Q: 3 clusters Score -414302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -414304.718750 Penalty: 4201.378418
	Iteration 53Q: 3 clusters Score -414304.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -414307.906250 Penalty: 4201.378418
	Iteration 54Q: 3 clusters Score -414307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -414310.312500 Penalty: 4201.378418
	Iteration 55Q: 3 clusters Score -414310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -414311.500000 Penalty: 4201.378418
	Iteration 56Q: 3 clusters Score -414311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -414312.375000 Penalty: 4201.378418
	Iteration 57Q: 3 clusters Score -414312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -414313.781250 Penalty: 4201.378418
	Iteration 58Q: 3 clusters Score -414313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -414316.062500 Penalty: 4201.378418
	Iteration 59Q: 3 clusters Score -414316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -414317.906250 Penalty: 4201.378418
	Iteration 60F: 3 clusters Score -414317.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -414322.593750 Penalty: 4201.378418
	Iteration 61Q: 3 clusters Score -414322.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -414326.750000 Penalty: 4201.378418
	Iteration 62Q: 3 clusters Score -414326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -414329.343750 Penalty: 4201.378418
	Iteration 63Q: 3 clusters Score -414329.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -414332.562500 Penalty: 4201.378418
	Iteration 64Q: 3 clusters Score -414332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -414333.406250 Penalty: 4201.378418
	Iteration 65Q: 3 clusters Score -414333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -414334.187500 Penalty: 4201.378418
	Iteration 66Q: 3 clusters Score -414334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -414334.625000 Penalty: 4201.378418
	Iteration 67Q: 3 clusters Score -414334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -414335.625000 Penalty: 4201.378418
	Iteration 68Q: 3 clusters Score -414335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -414336.781250 Penalty: 4201.378418
	Iteration 69Q: 3 clusters Score -414336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -414338.000000 Penalty: 4201.378418
	Iteration 70Q: 3 clusters Score -414338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -414340.687500 Penalty: 4201.378418
	Iteration 71Q: 3 clusters Score -414340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -414342.468750 Penalty: 4201.378418
	Iteration 72Q: 3 clusters Score -414342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -414342.968750 Penalty: 4201.378418
	Iteration 73Q: 3 clusters Score -414343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -414343.093750 Penalty: 4201.378418
	Iteration 74Q: 3 clusters Score -414343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -414343.781250 Penalty: 4201.378418
	Iteration 75Q: 3 clusters Score -414343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -414343.781250 Penalty: 4201.378418
	Iteration 76F: 3 clusters Score -414343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -321748.375000 Penalty: 2060.188721
	Iteration 0F: 2 clusters Score -321748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -317806.687500 Penalty: 4120.377441
	Iteration 0F: 3 clusters Score -317806.7 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -318687.906250 Penalty: 4120.377441
	Iteration 1F: 3 clusters Score -318687.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -318904.406250 Penalty: 4120.377441
	Iteration 2F: 3 clusters Score -318904.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -319018.843750 Penalty: 4120.377441
	Iteration 3Q: 3 clusters Score -319018.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -319110.750000 Penalty: 4120.377441
	Iteration 4Q: 3 clusters Score -319110.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -319177.593750 Penalty: 4120.377441
	Iteration 5Q: 3 clusters Score -319177.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -319230.718750 Penalty: 4120.377441
	Iteration 6Q: 3 clusters Score -319230.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -319283.500000 Penalty: 4120.377441
	Iteration 7Q: 3 clusters Score -319283.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -319342.156250 Penalty: 4120.377441
	Iteration 8Q: 3 clusters Score -319342.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -319385.437500 Penalty: 4120.377441
	Iteration 9Q: 3 clusters Score -319385.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -319422.781250 Penalty: 4120.377441
	Iteration 10Q: 3 clusters Score -319422.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -319472.375000 Penalty: 4120.377441
	Iteration 11Q: 3 clusters Score -319472.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -319534.656250 Penalty: 4120.377441
	Iteration 12Q: 3 clusters Score -319534.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -319608.562500 Penalty: 4120.377441
	Iteration 13Q: 3 clusters Score -319608.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -319684.843750 Penalty: 4120.377441
	Iteration 14Q: 3 clusters Score -319684.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -319751.281250 Penalty: 4120.377441
	Iteration 15Q: 3 clusters Score -319751.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -319813.937500 Penalty: 4120.377441
	Iteration 16Q: 3 clusters Score -319813.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -319888.968750 Penalty: 4120.377441
	Iteration 17Q: 3 clusters Score -319889 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -319957.156250 Penalty: 4120.377441
	Iteration 18Q: 3 clusters Score -319957.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -320017.125000 Penalty: 4120.377441
	Iteration 19Q: 3 clusters Score -320017.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -320069.625000 Penalty: 4120.377441
	Iteration 20F: 3 clusters Score -320069.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -320116.656250 Penalty: 4120.377441
	Iteration 21Q: 3 clusters Score -320116.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -320159.625000 Penalty: 4120.377441
	Iteration 22Q: 3 clusters Score -320159.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -320191.281250 Penalty: 4120.377441
	Iteration 23Q: 3 clusters Score -320191.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -320216.312500 Penalty: 4120.377441
	Iteration 24Q: 3 clusters Score -320216.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -320246.156250 Penalty: 4120.377441
	Iteration 25Q: 3 clusters Score -320246.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -320278.312500 Penalty: 4120.377441
	Iteration 26Q: 3 clusters Score -320278.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -320306.468750 Penalty: 4120.377441
	Iteration 27Q: 3 clusters Score -320306.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -320326.406250 Penalty: 4120.377441
	Iteration 28Q: 3 clusters Score -320326.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -320333.531250 Penalty: 4120.377441
	Iteration 29Q: 3 clusters Score -320333.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -320343.531250 Penalty: 4120.377441
	Iteration 30Q: 3 clusters Score -320343.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -320352.156250 Penalty: 4120.377441
	Iteration 31Q: 3 clusters Score -320352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -320359.750000 Penalty: 4120.377441
	Iteration 32Q: 3 clusters Score -320359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -320365.312500 Penalty: 4120.377441
	Iteration 33Q: 3 clusters Score -320365.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -320372.000000 Penalty: 4120.377441
	Iteration 34Q: 3 clusters Score -320372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -320376.625000 Penalty: 4120.377441
	Iteration 35Q: 3 clusters Score -320376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -320379.656250 Penalty: 4120.377441
	Iteration 36Q: 3 clusters Score -320379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -320382.500000 Penalty: 4120.377441
	Iteration 37Q: 3 clusters Score -320382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -320383.593750 Penalty: 4120.377441
	Iteration 38Q: 3 clusters Score -320383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -320384.906250 Penalty: 4120.377441
	Iteration 39Q: 3 clusters Score -320384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -320386.656250 Penalty: 4120.377441
	Iteration 40F: 3 clusters Score -320386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -320387.687500 Penalty: 4120.377441
	Iteration 41Q: 3 clusters Score -320387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -320387.687500 Penalty: 4120.377441
	Iteration 42F: 3 clusters Score -320387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -910144.187500 Penalty: 2296.948242
	Iteration 0F: 2 clusters Score -910144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -902100.312500 Penalty: 4593.896484
	Iteration 0F: 3 clusters Score -902100.3 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -904488.937500 Penalty: 4593.896484
	Iteration 1F: 3 clusters Score -904488.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -904783.625000 Penalty: 4593.896484
	Iteration 2F: 3 clusters Score -904783.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -905005.312500 Penalty: 4593.896484
	Iteration 3Q: 3 clusters Score -905005.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -905158.062500 Penalty: 4593.896484
	Iteration 4Q: 3 clusters Score -905158.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -905292.500000 Penalty: 4593.896484
	Iteration 5Q: 3 clusters Score -905292.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -905460.187500 Penalty: 4593.896484
	Iteration 6Q: 3 clusters Score -905460.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -905660.000000 Penalty: 4593.896484
	Iteration 7Q: 3 clusters Score -905660 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -905869.000000 Penalty: 4593.896484
	Iteration 8Q: 3 clusters Score -905869 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -906123.625000 Penalty: 4593.896484
	Iteration 9Q: 3 clusters Score -906123.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -906429.437500 Penalty: 4593.896484
	Iteration 10Q: 3 clusters Score -906429.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -906739.812500 Penalty: 4593.896484
	Iteration 11Q: 3 clusters Score -906739.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -907033.250000 Penalty: 4593.896484
	Iteration 12Q: 3 clusters Score -907033.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -907313.562500 Penalty: 4593.896484
	Iteration 13Q: 3 clusters Score -907313.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -907547.312500 Penalty: 4593.896484
	Iteration 14Q: 3 clusters Score -907547.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -907735.312500 Penalty: 4593.896484
	Iteration 15Q: 3 clusters Score -907735.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -907911.312500 Penalty: 4593.896484
	Iteration 16Q: 3 clusters Score -907911.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -908055.437500 Penalty: 4593.896484
	Iteration 17Q: 3 clusters Score -908055.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -908158.437500 Penalty: 4593.896484
	Iteration 18Q: 3 clusters Score -908158.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -908232.687500 Penalty: 4593.896484
	Iteration 19Q: 3 clusters Score -908232.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -908280.250000 Penalty: 4593.896484
	Iteration 20F: 3 clusters Score -908280.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -908310.750000 Penalty: 4593.896484
	Iteration 21Q: 3 clusters Score -908310.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -908330.687500 Penalty: 4593.896484
	Iteration 22Q: 3 clusters Score -908330.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -908342.875000 Penalty: 4593.896484
	Iteration 23Q: 3 clusters Score -908342.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -908351.562500 Penalty: 4593.896484
	Iteration 24Q: 3 clusters Score -908351.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -908359.750000 Penalty: 4593.896484
	Iteration 25Q: 3 clusters Score -908359.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -908360.812500 Penalty: 4593.896484
	Iteration 26Q: 3 clusters Score -908360.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -908364.125000 Penalty: 4593.896484
	Iteration 27Q: 3 clusters Score -908364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -908368.375000 Penalty: 4593.896484
	Iteration 28Q: 3 clusters Score -908368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -908368.250000 Penalty: 4593.896484
	Iteration 29Q: 3 clusters Score -908368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -908369.500000 Penalty: 4593.896484
	Iteration 30Q: 3 clusters Score -908369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -908368.375000 Penalty: 4593.896484
	Iteration 31Q: 3 clusters Score -908368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -908368.500000 Penalty: 4593.896484
	Iteration 32Q: 3 clusters Score -908368.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -908368.500000 Penalty: 4593.896484
	Iteration 33F: 3 clusters Score -908368.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Entering Unmasked Estep 
Score: -1056085.750000 Penalty: 2332.685547
	Iteration 0F: 2 clusters Score -1056086 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 6097 members 
Entering Unmasked Estep 
Score: -1047059.375000 Penalty: 4665.371094
	Iteration 0F: 3 clusters Score -1047059 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1049910.375000 Penalty: 4665.371094
	Iteration 1F: 3 clusters Score -1049910 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1050313.875000 Penalty: 4665.371094
	Iteration 2F: 3 clusters Score -1050314 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1050647.000000 Penalty: 4665.371094
	Iteration 3F: 3 clusters Score -1050647 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1050973.125000 Penalty: 4665.371094
	Iteration 4F: 3 clusters Score -1050973 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1051299.000000 Penalty: 4665.371094
	Iteration 5F: 3 clusters Score -1051299 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1051663.250000 Penalty: 4665.371094
	Iteration 6F: 3 clusters Score -1051663 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1052007.875000 Penalty: 4665.371094
	Iteration 7Q: 3 clusters Score -1052008 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1052344.250000 Penalty: 4665.371094
	Iteration 8Q: 3 clusters Score -1052344 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1052649.125000 Penalty: 4665.371094
	Iteration 9Q: 3 clusters Score -1052649 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1052941.875000 Penalty: 4665.371094
	Iteration 10Q: 3 clusters Score -1052942 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1053186.625000 Penalty: 4665.371094
	Iteration 11Q: 3 clusters Score -1053187 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1053396.625000 Penalty: 4665.371094
	Iteration 12Q: 3 clusters Score -1053397 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1053561.750000 Penalty: 4665.371094
	Iteration 13Q: 3 clusters Score -1053562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1053688.875000 Penalty: 4665.371094
	Iteration 14Q: 3 clusters Score -1053689 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1053775.250000 Penalty: 4665.371094
	Iteration 15Q: 3 clusters Score -1053775 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1053863.125000 Penalty: 4665.371094
	Iteration 16Q: 3 clusters Score -1053863 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1053933.500000 Penalty: 4665.371094
	Iteration 17Q: 3 clusters Score -1053934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1053995.000000 Penalty: 4665.371094
	Iteration 18Q: 3 clusters Score -1053995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1054039.750000 Penalty: 4665.371094
	Iteration 19Q: 3 clusters Score -1054040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1054083.375000 Penalty: 4665.371094
	Iteration 20F: 3 clusters Score -1054083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1054107.875000 Penalty: 4665.371094
	Iteration 21Q: 3 clusters Score -1054108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1054133.250000 Penalty: 4665.371094
	Iteration 22Q: 3 clusters Score -1054133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1054152.875000 Penalty: 4665.371094
	Iteration 23Q: 3 clusters Score -1054153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1054170.125000 Penalty: 4665.371094
	Iteration 24Q: 3 clusters Score -1054170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1054177.625000 Penalty: 4665.371094
	Iteration 25Q: 3 clusters Score -1054178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1054190.250000 Penalty: 4665.371094
	Iteration 26Q: 3 clusters Score -1054190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1054211.750000 Penalty: 4665.371094
	Iteration 27Q: 3 clusters Score -1054212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1054225.375000 Penalty: 4665.371094
	Iteration 28Q: 3 clusters Score -1054225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1054230.375000 Penalty: 4665.371094
	Iteration 29Q: 3 clusters Score -1054230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1054235.000000 Penalty: 4665.371094
	Iteration 30Q: 3 clusters Score -1054235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1054241.750000 Penalty: 4665.371094
	Iteration 31Q: 3 clusters Score -1054242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1054246.500000 Penalty: 4665.371094
	Iteration 32Q: 3 clusters Score -1054246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1054251.875000 Penalty: 4665.371094
	Iteration 33Q: 3 clusters Score -1054252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1054259.250000 Penalty: 4665.371094
	Iteration 34Q: 3 clusters Score -1054259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1054260.125000 Penalty: 4665.371094
	Iteration 35Q: 3 clusters Score -1054260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1054262.250000 Penalty: 4665.371094
	Iteration 36Q: 3 clusters Score -1054262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1054262.250000 Penalty: 4665.371094
	Iteration 37F: 3 clusters Score -1054262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -425433.968750 Penalty: 2118.677734
	Iteration 0F: 2 clusters Score -425434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -420830.343750 Penalty: 4237.355469
	Iteration 0F: 3 clusters Score -420830.3 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -421902.187500 Penalty: 4237.355469
	Iteration 1F: 3 clusters Score -421902.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -422098.125000 Penalty: 4237.355469
	Iteration 2F: 3 clusters Score -422098.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -422207.812500 Penalty: 4237.355469
	Iteration 3Q: 3 clusters Score -422207.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -422279.687500 Penalty: 4237.355469
	Iteration 4Q: 3 clusters Score -422279.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -422338.125000 Penalty: 4237.355469
	Iteration 5Q: 3 clusters Score -422338.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -422374.218750 Penalty: 4237.355469
	Iteration 6Q: 3 clusters Score -422374.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -422397.000000 Penalty: 4237.355469
	Iteration 7Q: 3 clusters Score -422397 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -422414.781250 Penalty: 4237.355469
	Iteration 8Q: 3 clusters Score -422414.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -422435.343750 Penalty: 4237.355469
	Iteration 9Q: 3 clusters Score -422435.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -422456.781250 Penalty: 4237.355469
	Iteration 10Q: 3 clusters Score -422456.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -422472.968750 Penalty: 4237.355469
	Iteration 11Q: 3 clusters Score -422473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -422489.125000 Penalty: 4237.355469
	Iteration 12Q: 3 clusters Score -422489.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -422507.468750 Penalty: 4237.355469
	Iteration 13Q: 3 clusters Score -422507.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -422523.906250 Penalty: 4237.355469
	Iteration 14Q: 3 clusters Score -422523.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -422535.531250 Penalty: 4237.355469
	Iteration 15Q: 3 clusters Score -422535.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -422547.625000 Penalty: 4237.355469
	Iteration 16Q: 3 clusters Score -422547.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -422561.406250 Penalty: 4237.355469
	Iteration 17Q: 3 clusters Score -422561.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -422577.156250 Penalty: 4237.355469
	Iteration 18Q: 3 clusters Score -422577.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -422588.562500 Penalty: 4237.355469
	Iteration 19Q: 3 clusters Score -422588.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -422603.125000 Penalty: 4237.355469
	Iteration 20F: 3 clusters Score -422603.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -422623.875000 Penalty: 4237.355469
	Iteration 21Q: 3 clusters Score -422623.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -422648.218750 Penalty: 4237.355469
	Iteration 22Q: 3 clusters Score -422648.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -422673.687500 Penalty: 4237.355469
	Iteration 23Q: 3 clusters Score -422673.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -422697.531250 Penalty: 4237.355469
	Iteration 24Q: 3 clusters Score -422697.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -422723.218750 Penalty: 4237.355469
	Iteration 25Q: 3 clusters Score -422723.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -422745.406250 Penalty: 4237.355469
	Iteration 26Q: 3 clusters Score -422745.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -422775.562500 Penalty: 4237.355469
	Iteration 27Q: 3 clusters Score -422775.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -422810.656250 Penalty: 4237.355469
	Iteration 28Q: 3 clusters Score -422810.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -422843.406250 Penalty: 4237.355469
	Iteration 29Q: 3 clusters Score -422843.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -422887.125000 Penalty: 4237.355469
	Iteration 30Q: 3 clusters Score -422887.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -422933.968750 Penalty: 4237.355469
	Iteration 31Q: 3 clusters Score -422934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -422973.000000 Penalty: 4237.355469
	Iteration 32Q: 3 clusters Score -422973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -423015.312500 Penalty: 4237.355469
	Iteration 33Q: 3 clusters Score -423015.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -423061.343750 Penalty: 4237.355469
	Iteration 34Q: 3 clusters Score -423061.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -423110.093750 Penalty: 4237.355469
	Iteration 35Q: 3 clusters Score -423110.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -423152.406250 Penalty: 4237.355469
	Iteration 36Q: 3 clusters Score -423152.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -423187.562500 Penalty: 4237.355469
	Iteration 37Q: 3 clusters Score -423187.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -423224.000000 Penalty: 4237.355469
	Iteration 38Q: 3 clusters Score -423224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -423251.906250 Penalty: 4237.355469
	Iteration 39Q: 3 clusters Score -423251.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -423276.187500 Penalty: 4237.355469
	Iteration 40F: 3 clusters Score -423276.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -423297.593750 Penalty: 4237.355469
	Iteration 41Q: 3 clusters Score -423297.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -423323.562500 Penalty: 4237.355469
	Iteration 42Q: 3 clusters Score -423323.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -423348.593750 Penalty: 4237.355469
	Iteration 43Q: 3 clusters Score -423348.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -423371.312500 Penalty: 4237.355469
	Iteration 44Q: 3 clusters Score -423371.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -423388.093750 Penalty: 4237.355469
	Iteration 45Q: 3 clusters Score -423388.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -423397.843750 Penalty: 4237.355469
	Iteration 46Q: 3 clusters Score -423397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -423409.156250 Penalty: 4237.355469
	Iteration 47Q: 3 clusters Score -423409.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -423423.687500 Penalty: 4237.355469
	Iteration 48Q: 3 clusters Score -423423.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -423436.000000 Penalty: 4237.355469
	Iteration 49Q: 3 clusters Score -423436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -423451.281250 Penalty: 4237.355469
	Iteration 50Q: 3 clusters Score -423451.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -423461.656250 Penalty: 4237.355469
	Iteration 51Q: 3 clusters Score -423461.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -423475.718750 Penalty: 4237.355469
	Iteration 52Q: 3 clusters Score -423475.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -423489.062500 Penalty: 4237.355469
	Iteration 53Q: 3 clusters Score -423489.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -423502.437500 Penalty: 4237.355469
	Iteration 54Q: 3 clusters Score -423502.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -423512.968750 Penalty: 4237.355469
	Iteration 55Q: 3 clusters Score -423513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -423526.468750 Penalty: 4237.355469
	Iteration 56Q: 3 clusters Score -423526.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -423534.812500 Penalty: 4237.355469
	Iteration 57Q: 3 clusters Score -423534.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -423547.031250 Penalty: 4237.355469
	Iteration 58Q: 3 clusters Score -423547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -423549.343750 Penalty: 4237.355469
	Iteration 59Q: 3 clusters Score -423549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -423551.187500 Penalty: 4237.355469
	Iteration 60F: 3 clusters Score -423551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -423554.218750 Penalty: 4237.355469
	Iteration 61Q: 3 clusters Score -423554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -423558.500000 Penalty: 4237.355469
	Iteration 62Q: 3 clusters Score -423558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -423560.437500 Penalty: 4237.355469
	Iteration 63Q: 3 clusters Score -423560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -423561.968750 Penalty: 4237.355469
	Iteration 64Q: 3 clusters Score -423562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -423564.343750 Penalty: 4237.355469
	Iteration 65Q: 3 clusters Score -423564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -423565.562500 Penalty: 4237.355469
	Iteration 66Q: 3 clusters Score -423565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -423567.687500 Penalty: 4237.355469
	Iteration 67Q: 3 clusters Score -423567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -423569.000000 Penalty: 4237.355469
	Iteration 68Q: 3 clusters Score -423569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -423569.000000 Penalty: 4237.355469
	Iteration 69F: 3 clusters Score -423569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Entering Unmasked Estep 
Score: -519316.312500 Penalty: 2154.778320
	Iteration 0F: 2 clusters Score -519316.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -514141.343750 Penalty: 4309.556641
	Iteration 0F: 3 clusters Score -514141.3 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -515491.593750 Penalty: 4309.556641
	Iteration 1F: 3 clusters Score -515491.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -515715.968750 Penalty: 4309.556641
	Iteration 2F: 3 clusters Score -515716 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -515841.812500 Penalty: 4309.556641
	Iteration 3Q: 3 clusters Score -515841.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -515912.687500 Penalty: 4309.556641
	Iteration 4Q: 3 clusters Score -515912.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -515964.687500 Penalty: 4309.556641
	Iteration 5Q: 3 clusters Score -515964.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -516000.406250 Penalty: 4309.556641
	Iteration 6Q: 3 clusters Score -516000.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -516025.531250 Penalty: 4309.556641
	Iteration 7Q: 3 clusters Score -516025.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -516048.562500 Penalty: 4309.556641
	Iteration 8Q: 3 clusters Score -516048.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -516066.906250 Penalty: 4309.556641
	Iteration 9Q: 3 clusters Score -516066.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -516086.031250 Penalty: 4309.556641
	Iteration 10Q: 3 clusters Score -516086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -516104.156250 Penalty: 4309.556641
	Iteration 11Q: 3 clusters Score -516104.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -516118.062500 Penalty: 4309.556641
	Iteration 12Q: 3 clusters Score -516118.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -516127.531250 Penalty: 4309.556641
	Iteration 13Q: 3 clusters Score -516127.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -516134.187500 Penalty: 4309.556641
	Iteration 14Q: 3 clusters Score -516134.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -516141.843750 Penalty: 4309.556641
	Iteration 15Q: 3 clusters Score -516141.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -516146.062500 Penalty: 4309.556641
	Iteration 16Q: 3 clusters Score -516146.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -516151.000000 Penalty: 4309.556641
	Iteration 17Q: 3 clusters Score -516151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -516155.718750 Penalty: 4309.556641
	Iteration 18Q: 3 clusters Score -516155.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -516158.031250 Penalty: 4309.556641
	Iteration 19Q: 3 clusters Score -516158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -516160.750000 Penalty: 4309.556641
	Iteration 20F: 3 clusters Score -516160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -516163.875000 Penalty: 4309.556641
	Iteration 21Q: 3 clusters Score -516163.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -516166.656250 Penalty: 4309.556641
	Iteration 22Q: 3 clusters Score -516166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -516169.531250 Penalty: 4309.556641
	Iteration 23Q: 3 clusters Score -516169.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -516174.062500 Penalty: 4309.556641
	Iteration 24Q: 3 clusters Score -516174.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -516177.875000 Penalty: 4309.556641
	Iteration 25Q: 3 clusters Score -516177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -516181.750000 Penalty: 4309.556641
	Iteration 26Q: 3 clusters Score -516181.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -516186.687500 Penalty: 4309.556641
	Iteration 27Q: 3 clusters Score -516186.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -516190.062500 Penalty: 4309.556641
	Iteration 28Q: 3 clusters Score -516190.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -516195.281250 Penalty: 4309.556641
	Iteration 29Q: 3 clusters Score -516195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -516200.468750 Penalty: 4309.556641
	Iteration 30Q: 3 clusters Score -516200.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -516204.281250 Penalty: 4309.556641
	Iteration 31Q: 3 clusters Score -516204.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -516208.687500 Penalty: 4309.556641
	Iteration 32Q: 3 clusters Score -516208.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -516211.625000 Penalty: 4309.556641
	Iteration 33Q: 3 clusters Score -516211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -516215.281250 Penalty: 4309.556641
	Iteration 34Q: 3 clusters Score -516215.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -516220.968750 Penalty: 4309.556641
	Iteration 35Q: 3 clusters Score -516221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -516227.093750 Penalty: 4309.556641
	Iteration 36Q: 3 clusters Score -516227.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -516233.125000 Penalty: 4309.556641
	Iteration 37Q: 3 clusters Score -516233.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -516240.250000 Penalty: 4309.556641
	Iteration 38Q: 3 clusters Score -516240.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -516246.062500 Penalty: 4309.556641
	Iteration 39Q: 3 clusters Score -516246.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -516250.156250 Penalty: 4309.556641
	Iteration 40F: 3 clusters Score -516250.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -516252.937500 Penalty: 4309.556641
	Iteration 41Q: 3 clusters Score -516252.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -516255.312500 Penalty: 4309.556641
	Iteration 42Q: 3 clusters Score -516255.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -516257.531250 Penalty: 4309.556641
	Iteration 43Q: 3 clusters Score -516257.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -516260.937500 Penalty: 4309.556641
	Iteration 44Q: 3 clusters Score -516260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -516261.218750 Penalty: 4309.556641
	Iteration 45Q: 3 clusters Score -516261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -516261.500000 Penalty: 4309.556641
	Iteration 46Q: 3 clusters Score -516261.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -516263.781250 Penalty: 4309.556641
	Iteration 47Q: 3 clusters Score -516263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -516265.343750 Penalty: 4309.556641
	Iteration 48Q: 3 clusters Score -516265.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -516267.656250 Penalty: 4309.556641
	Iteration 49Q: 3 clusters Score -516267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -516268.375000 Penalty: 4309.556641
	Iteration 50Q: 3 clusters Score -516268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -516267.781250 Penalty: 4309.556641
	Iteration 51Q: 3 clusters Score -516267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -516269.093750 Penalty: 4309.556641
	Iteration 52Q: 3 clusters Score -516269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -516269.968750 Penalty: 4309.556641
	Iteration 53Q: 3 clusters Score -516270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -516271.468750 Penalty: 4309.556641
	Iteration 54Q: 3 clusters Score -516271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -516271.218750 Penalty: 4309.556641
	Iteration 55Q: 3 clusters Score -516271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -516273.593750 Penalty: 4309.556641
	Iteration 56Q: 3 clusters Score -516273.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -516276.562500 Penalty: 4309.556641
	Iteration 57Q: 3 clusters Score -516276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -516279.156250 Penalty: 4309.556641
	Iteration 58Q: 3 clusters Score -516279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -516281.062500 Penalty: 4309.556641
	Iteration 59Q: 3 clusters Score -516281.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -516284.968750 Penalty: 4309.556641
	Iteration 60F: 3 clusters Score -516285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -516286.093750 Penalty: 4309.556641
	Iteration 61Q: 3 clusters Score -516286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -516288.968750 Penalty: 4309.556641
	Iteration 62Q: 3 clusters Score -516289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -516289.968750 Penalty: 4309.556641
	Iteration 63Q: 3 clusters Score -516290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -516292.031250 Penalty: 4309.556641
	Iteration 64Q: 3 clusters Score -516292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -516294.562500 Penalty: 4309.556641
	Iteration 65Q: 3 clusters Score -516294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -516296.312500 Penalty: 4309.556641
	Iteration 66Q: 3 clusters Score -516296.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -516299.000000 Penalty: 4309.556641
	Iteration 67Q: 3 clusters Score -516299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -516299.531250 Penalty: 4309.556641
	Iteration 68Q: 3 clusters Score -516299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -516301.312500 Penalty: 4309.556641
	Iteration 69Q: 3 clusters Score -516301.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -516303.656250 Penalty: 4309.556641
	Iteration 70Q: 3 clusters Score -516303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -516304.906250 Penalty: 4309.556641
	Iteration 71Q: 3 clusters Score -516304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -516305.218750 Penalty: 4309.556641
	Iteration 72Q: 3 clusters Score -516305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -516305.750000 Penalty: 4309.556641
	Iteration 73Q: 3 clusters Score -516305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -516305.906250 Penalty: 4309.556641
	Iteration 74Q: 3 clusters Score -516305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -516306.375000 Penalty: 4309.556641
	Iteration 75Q: 3 clusters Score -516306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -516306.625000 Penalty: 4309.556641
	Iteration 76Q: 3 clusters Score -516306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -516307.468750 Penalty: 4309.556641
	Iteration 77Q: 3 clusters Score -516307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -516307.406250 Penalty: 4309.556641
	Iteration 78Q: 3 clusters Score -516307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -516307.406250 Penalty: 4309.556641
	Iteration 79F: 3 clusters Score -516307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Entering Unmasked Estep 
Score: -1773050.250000 Penalty: 2463.034180
	Iteration 0F: 2 clusters Score -1773050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1758638.625000 Penalty: 4926.068359
	Iteration 0F: 3 clusters Score -1758639 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1763397.375000 Penalty: 4926.068359
	Iteration 1F: 3 clusters Score -1763397 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1763880.000000 Penalty: 4926.068359
	Iteration 2F: 3 clusters Score -1763880 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1764333.625000 Penalty: 4926.068359
	Iteration 3Q: 3 clusters Score -1764334 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1764810.500000 Penalty: 4926.068359
	Iteration 4F: 3 clusters Score -1764810 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1765290.625000 Penalty: 4926.068359
	Iteration 5Q: 3 clusters Score -1765291 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1765815.750000 Penalty: 4926.068359
	Iteration 6Q: 3 clusters Score -1765816 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1766305.000000 Penalty: 4926.068359
	Iteration 7Q: 3 clusters Score -1766305 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1766774.625000 Penalty: 4926.068359
	Iteration 8Q: 3 clusters Score -1766775 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1767224.250000 Penalty: 4926.068359
	Iteration 9Q: 3 clusters Score -1767224 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1767655.750000 Penalty: 4926.068359
	Iteration 10Q: 3 clusters Score -1767656 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1768032.500000 Penalty: 4926.068359
	Iteration 11Q: 3 clusters Score -1768032 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1768336.375000 Penalty: 4926.068359
	Iteration 12Q: 3 clusters Score -1768336 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1768575.875000 Penalty: 4926.068359
	Iteration 13Q: 3 clusters Score -1768576 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1768773.750000 Penalty: 4926.068359
	Iteration 14Q: 3 clusters Score -1768774 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1768954.125000 Penalty: 4926.068359
	Iteration 15Q: 3 clusters Score -1768954 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1769115.000000 Penalty: 4926.068359
	Iteration 16Q: 3 clusters Score -1769115 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1769243.250000 Penalty: 4926.068359
	Iteration 17Q: 3 clusters Score -1769243 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1769372.250000 Penalty: 4926.068359
	Iteration 18Q: 3 clusters Score -1769372 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1769472.000000 Penalty: 4926.068359
	Iteration 19Q: 3 clusters Score -1769472 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1769585.125000 Penalty: 4926.068359
	Iteration 20F: 3 clusters Score -1769585 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1769696.125000 Penalty: 4926.068359
	Iteration 21Q: 3 clusters Score -1769696 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1769835.875000 Penalty: 4926.068359
	Iteration 22Q: 3 clusters Score -1769836 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1770007.875000 Penalty: 4926.068359
	Iteration 23Q: 3 clusters Score -1770008 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1770174.875000 Penalty: 4926.068359
	Iteration 24Q: 3 clusters Score -1770175 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1770278.750000 Penalty: 4926.068359
	Iteration 25Q: 3 clusters Score -1770279 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1770360.625000 Penalty: 4926.068359
	Iteration 26Q: 3 clusters Score -1770361 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1770432.625000 Penalty: 4926.068359
	Iteration 27Q: 3 clusters Score -1770433 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1770488.500000 Penalty: 4926.068359
	Iteration 28Q: 3 clusters Score -1770488 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1770542.375000 Penalty: 4926.068359
	Iteration 29Q: 3 clusters Score -1770542 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1770581.750000 Penalty: 4926.068359
	Iteration 30Q: 3 clusters Score -1770582 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1770620.375000 Penalty: 4926.068359
	Iteration 31Q: 3 clusters Score -1770620 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1770656.125000 Penalty: 4926.068359
	Iteration 32Q: 3 clusters Score -1770656 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1770700.000000 Penalty: 4926.068359
	Iteration 33Q: 3 clusters Score -1770700 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1770732.500000 Penalty: 4926.068359
	Iteration 34Q: 3 clusters Score -1770732 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1770762.500000 Penalty: 4926.068359
	Iteration 35Q: 3 clusters Score -1770762 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1770801.125000 Penalty: 4926.068359
	Iteration 36Q: 3 clusters Score -1770801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1770853.750000 Penalty: 4926.068359
	Iteration 37Q: 3 clusters Score -1770854 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1770908.250000 Penalty: 4926.068359
	Iteration 38Q: 3 clusters Score -1770908 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1770950.375000 Penalty: 4926.068359
	Iteration 39Q: 3 clusters Score -1770950 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1771001.250000 Penalty: 4926.068359
	Iteration 40F: 3 clusters Score -1771001 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1771036.000000 Penalty: 4926.068359
	Iteration 41Q: 3 clusters Score -1771036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1771064.750000 Penalty: 4926.068359
	Iteration 42Q: 3 clusters Score -1771065 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1771095.500000 Penalty: 4926.068359
	Iteration 43Q: 3 clusters Score -1771096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1771115.250000 Penalty: 4926.068359
	Iteration 44Q: 3 clusters Score -1771115 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1771126.625000 Penalty: 4926.068359
	Iteration 45Q: 3 clusters Score -1771127 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1771136.875000 Penalty: 4926.068359
	Iteration 46Q: 3 clusters Score -1771137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1771143.375000 Penalty: 4926.068359
	Iteration 47Q: 3 clusters Score -1771143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1771154.625000 Penalty: 4926.068359
	Iteration 48Q: 3 clusters Score -1771155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1771162.750000 Penalty: 4926.068359
	Iteration 49Q: 3 clusters Score -1771163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1771165.000000 Penalty: 4926.068359
	Iteration 50Q: 3 clusters Score -1771165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1771171.000000 Penalty: 4926.068359
	Iteration 51Q: 3 clusters Score -1771171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1771168.375000 Penalty: 4926.068359
	Iteration 52Q: 3 clusters Score -1771168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1771174.125000 Penalty: 4926.068359
	Iteration 53Q: 3 clusters Score -1771174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1771172.125000 Penalty: 4926.068359
	Iteration 54Q: 3 clusters Score -1771172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1771172.875000 Penalty: 4926.068359
	Iteration 55Q: 3 clusters Score -1771173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1771175.250000 Penalty: 4926.068359
	Iteration 56Q: 3 clusters Score -1771175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1771177.125000 Penalty: 4926.068359
	Iteration 57Q: 3 clusters Score -1771177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1771176.875000 Penalty: 4926.068359
	Iteration 58Q: 3 clusters Score -1771177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1771176.875000 Penalty: 4926.068359
	Iteration 59Q: 3 clusters Score -1771177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1771176.125000 Penalty: 4926.068359
	Iteration 60F: 3 clusters Score -1771176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1771184.000000 Penalty: 4926.068359
	Iteration 61Q: 3 clusters Score -1771184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1771187.750000 Penalty: 4926.068359
	Iteration 62Q: 3 clusters Score -1771188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1771185.000000 Penalty: 4926.068359
	Iteration 63Q: 3 clusters Score -1771185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1771186.375000 Penalty: 4926.068359
	Iteration 64Q: 3 clusters Score -1771186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1771187.750000 Penalty: 4926.068359
	Iteration 65Q: 3 clusters Score -1771188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1771186.750000 Penalty: 4926.068359
	Iteration 66Q: 3 clusters Score -1771187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1771185.000000 Penalty: 4926.068359
	Iteration 67Q: 3 clusters Score -1771185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1771184.625000 Penalty: 4926.068359
	Iteration 68Q: 3 clusters Score -1771185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1771185.875000 Penalty: 4926.068359
	Iteration 69Q: 3 clusters Score -1771186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1771184.750000 Penalty: 4926.068359
	Iteration 70Q: 3 clusters Score -1771185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1771189.000000 Penalty: 4926.068359
	Iteration 71Q: 3 clusters Score -1771189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1771188.875000 Penalty: 4926.068359
	Iteration 72Q: 3 clusters Score -1771189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1771189.500000 Penalty: 4926.068359
	Iteration 73Q: 3 clusters Score -1771190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1771191.125000 Penalty: 4926.068359
	Iteration 74Q: 3 clusters Score -1771191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1771191.125000 Penalty: 4926.068359
	Iteration 75F: 3 clusters Score -1771191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Entering Unmasked Estep 
Score: -1301672.375000 Penalty: 2384.703125
	Iteration 0F: 2 clusters Score -1301672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1290838.500000 Penalty: 4769.406250
	Iteration 0F: 3 clusters Score -1290838 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1294236.875000 Penalty: 4769.406250
	Iteration 1F: 3 clusters Score -1294237 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1294749.375000 Penalty: 4769.406250
	Iteration 2F: 3 clusters Score -1294749 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1295342.000000 Penalty: 4769.406250
	Iteration 3F: 3 clusters Score -1295342 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1296120.875000 Penalty: 4769.406250
	Iteration 4F: 3 clusters Score -1296121 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1297404.500000 Penalty: 4769.406250
	Iteration 5F: 3 clusters Score -1297404 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1299835.250000 Penalty: 4769.406250
	Iteration 6F: 3 clusters Score -1299835 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1303482.875000 Penalty: 4769.406250
	Iteration 7F: 3 clusters Score -1303483 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1306190.875000 Penalty: 4769.406250
	Iteration 8F: 3 clusters Score -1306191 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1307316.750000 Penalty: 4769.406250
	Iteration 9Q: 3 clusters Score -1307317 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1307751.875000 Penalty: 4769.406250
	Iteration 10Q: 3 clusters Score -1307752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1307835.125000 Penalty: 4769.406250
	Iteration 11Q: 3 clusters Score -1307835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1307850.375000 Penalty: 4769.406250
	Iteration 12Q: 3 clusters Score -1307850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1307849.625000 Penalty: 4769.406250
	Iteration 13Q: 3 clusters Score -1307850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1307852.250000 Penalty: 4769.406250
	Iteration 14Q: 3 clusters Score -1307852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1307852.250000 Penalty: 4769.406250
	Iteration 15F: 3 clusters Score -1307852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 16901 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29598 members 
Mstep: Class 9 contains 14103 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 12223 members 
Mstep: Class 13 contains 8630 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13389 members 
Mstep: Class 17 contains 37749 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 107761 members 
Mstep: Class 21 contains 5615 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4053 members 
Mstep: Class 24 contains 10529 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 20570 members 
Mstep: Class 29 contains 4882 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10117 members 
Entering Unmasked Estep 
Score: -38189284.000000 Penalty: 106802.460938
Splitting cluster 29 changes total score from -38184092.000000 to -38189284.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 30 (23497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Entering Unmasked Estep 
Score: -2030471.625000 Penalty: 2496.027588
	Iteration 0F: 2 clusters Score -2030472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2014211.625000 Penalty: 4992.055176
	Iteration 0F: 3 clusters Score -2014212 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2019869.625000 Penalty: 4992.055176
	Iteration 1F: 3 clusters Score -2019870 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2020303.625000 Penalty: 4992.055176
	Iteration 2F: 3 clusters Score -2020304 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2020678.375000 Penalty: 4992.055176
	Iteration 3Q: 3 clusters Score -2020678 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2021017.625000 Penalty: 4992.055176
	Iteration 4Q: 3 clusters Score -2021018 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2021405.750000 Penalty: 4992.055176
	Iteration 5Q: 3 clusters Score -2021406 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2021866.250000 Penalty: 4992.055176
	Iteration 6Q: 3 clusters Score -2021866 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2022419.125000 Penalty: 4992.055176
	Iteration 7Q: 3 clusters Score -2022419 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2023024.000000 Penalty: 4992.055176
	Iteration 8Q: 3 clusters Score -2023024 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2023650.625000 Penalty: 4992.055176
	Iteration 9F: 3 clusters Score -2023651 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2024249.375000 Penalty: 4992.055176
	Iteration 10Q: 3 clusters Score -2024249 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2024778.250000 Penalty: 4992.055176
	Iteration 11Q: 3 clusters Score -2024778 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2025185.750000 Penalty: 4992.055176
	Iteration 12Q: 3 clusters Score -2025186 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2025481.375000 Penalty: 4992.055176
	Iteration 13Q: 3 clusters Score -2025481 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2025745.625000 Penalty: 4992.055176
	Iteration 14Q: 3 clusters Score -2025746 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2025992.875000 Penalty: 4992.055176
	Iteration 15Q: 3 clusters Score -2025993 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2026226.500000 Penalty: 4992.055176
	Iteration 16Q: 3 clusters Score -2026226 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2026417.500000 Penalty: 4992.055176
	Iteration 17Q: 3 clusters Score -2026418 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2026606.250000 Penalty: 4992.055176
	Iteration 18Q: 3 clusters Score -2026606 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2026781.125000 Penalty: 4992.055176
	Iteration 19Q: 3 clusters Score -2026781 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2026915.875000 Penalty: 4992.055176
	Iteration 20F: 3 clusters Score -2026916 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2027032.500000 Penalty: 4992.055176
	Iteration 21Q: 3 clusters Score -2027032 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2027148.250000 Penalty: 4992.055176
	Iteration 22Q: 3 clusters Score -2027148 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2027247.625000 Penalty: 4992.055176
	Iteration 23Q: 3 clusters Score -2027248 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2027345.875000 Penalty: 4992.055176
	Iteration 24Q: 3 clusters Score -2027346 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2027416.875000 Penalty: 4992.055176
	Iteration 25Q: 3 clusters Score -2027417 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2027489.500000 Penalty: 4992.055176
	Iteration 26Q: 3 clusters Score -2027490 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2027564.750000 Penalty: 4992.055176
	Iteration 27Q: 3 clusters Score -2027565 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2027646.500000 Penalty: 4992.055176
	Iteration 28Q: 3 clusters Score -2027646 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2027725.625000 Penalty: 4992.055176
	Iteration 29Q: 3 clusters Score -2027726 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2027790.375000 Penalty: 4992.055176
	Iteration 30Q: 3 clusters Score -2027790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2027864.500000 Penalty: 4992.055176
	Iteration 31Q: 3 clusters Score -2027864 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2027929.500000 Penalty: 4992.055176
	Iteration 32Q: 3 clusters Score -2027930 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2027977.000000 Penalty: 4992.055176
	Iteration 33Q: 3 clusters Score -2027977 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2028013.875000 Penalty: 4992.055176
	Iteration 34Q: 3 clusters Score -2028014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2028050.875000 Penalty: 4992.055176
	Iteration 35Q: 3 clusters Score -2028051 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2028085.875000 Penalty: 4992.055176
	Iteration 36Q: 3 clusters Score -2028086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2028113.125000 Penalty: 4992.055176
	Iteration 37Q: 3 clusters Score -2028113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2028137.125000 Penalty: 4992.055176
	Iteration 38Q: 3 clusters Score -2028137 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2028164.500000 Penalty: 4992.055176
	Iteration 39Q: 3 clusters Score -2028164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2028192.875000 Penalty: 4992.055176
	Iteration 40F: 3 clusters Score -2028193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2028207.375000 Penalty: 4992.055176
	Iteration 41Q: 3 clusters Score -2028207 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2028225.750000 Penalty: 4992.055176
	Iteration 42Q: 3 clusters Score -2028226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2028237.500000 Penalty: 4992.055176
	Iteration 43Q: 3 clusters Score -2028238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2028256.500000 Penalty: 4992.055176
	Iteration 44Q: 3 clusters Score -2028256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2028266.375000 Penalty: 4992.055176
	Iteration 45Q: 3 clusters Score -2028266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2028270.625000 Penalty: 4992.055176
	Iteration 46Q: 3 clusters Score -2028271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2028281.625000 Penalty: 4992.055176
	Iteration 47Q: 3 clusters Score -2028282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2028289.625000 Penalty: 4992.055176
	Iteration 48Q: 3 clusters Score -2028290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2028296.375000 Penalty: 4992.055176
	Iteration 49Q: 3 clusters Score -2028296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2028297.625000 Penalty: 4992.055176
	Iteration 50Q: 3 clusters Score -2028298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2028301.125000 Penalty: 4992.055176
	Iteration 51Q: 3 clusters Score -2028301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2028307.500000 Penalty: 4992.055176
	Iteration 52Q: 3 clusters Score -2028308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2028312.250000 Penalty: 4992.055176
	Iteration 53Q: 3 clusters Score -2028312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2028317.500000 Penalty: 4992.055176
	Iteration 54Q: 3 clusters Score -2028318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2028325.625000 Penalty: 4992.055176
	Iteration 55Q: 3 clusters Score -2028326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2028328.000000 Penalty: 4992.055176
	Iteration 56Q: 3 clusters Score -2028328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2028328.125000 Penalty: 4992.055176
	Iteration 57Q: 3 clusters Score -2028328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2028328.250000 Penalty: 4992.055176
	Iteration 58Q: 3 clusters Score -2028328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2028338.500000 Penalty: 4992.055176
	Iteration 59Q: 3 clusters Score -2028338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2028346.375000 Penalty: 4992.055176
	Iteration 60F: 3 clusters Score -2028346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2028357.875000 Penalty: 4992.055176
	Iteration 61Q: 3 clusters Score -2028358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2028367.875000 Penalty: 4992.055176
	Iteration 62Q: 3 clusters Score -2028368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2028380.000000 Penalty: 4992.055176
	Iteration 63Q: 3 clusters Score -2028380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2028387.875000 Penalty: 4992.055176
	Iteration 64Q: 3 clusters Score -2028388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2028392.625000 Penalty: 4992.055176
	Iteration 65Q: 3 clusters Score -2028393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2028398.000000 Penalty: 4992.055176
	Iteration 66Q: 3 clusters Score -2028398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2028400.750000 Penalty: 4992.055176
	Iteration 67Q: 3 clusters Score -2028401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2028416.000000 Penalty: 4992.055176
	Iteration 68Q: 3 clusters Score -2028416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2028424.375000 Penalty: 4992.055176
	Iteration 69Q: 3 clusters Score -2028424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2028432.500000 Penalty: 4992.055176
	Iteration 70Q: 3 clusters Score -2028432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2028440.375000 Penalty: 4992.055176
	Iteration 71Q: 3 clusters Score -2028440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2028450.875000 Penalty: 4992.055176
	Iteration 72Q: 3 clusters Score -2028451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2028461.375000 Penalty: 4992.055176
	Iteration 73Q: 3 clusters Score -2028461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2028468.250000 Penalty: 4992.055176
	Iteration 74Q: 3 clusters Score -2028468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2028476.250000 Penalty: 4992.055176
	Iteration 75Q: 3 clusters Score -2028476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2028489.250000 Penalty: 4992.055176
	Iteration 76Q: 3 clusters Score -2028489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2028489.125000 Penalty: 4992.055176
	Iteration 77Q: 3 clusters Score -2028489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2028491.000000 Penalty: 4992.055176
	Iteration 78Q: 3 clusters Score -2028491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2028495.250000 Penalty: 4992.055176
	Iteration 79Q: 3 clusters Score -2028495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2028506.250000 Penalty: 4992.055176
	Iteration 80F: 3 clusters Score -2028506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2028513.375000 Penalty: 4992.055176
	Iteration 81Q: 3 clusters Score -2028513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2028515.125000 Penalty: 4992.055176
	Iteration 82Q: 3 clusters Score -2028515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2028518.250000 Penalty: 4992.055176
	Iteration 83Q: 3 clusters Score -2028518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2028519.000000 Penalty: 4992.055176
	Iteration 84Q: 3 clusters Score -2028519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2028518.625000 Penalty: 4992.055176
	Iteration 85Q: 3 clusters Score -2028519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2028522.000000 Penalty: 4992.055176
	Iteration 86Q: 3 clusters Score -2028522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2028520.000000 Penalty: 4992.055176
	Iteration 87Q: 3 clusters Score -2028520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2028521.625000 Penalty: 4992.055176
	Iteration 88Q: 3 clusters Score -2028522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2028528.000000 Penalty: 4992.055176
	Iteration 89Q: 3 clusters Score -2028528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2028532.000000 Penalty: 4992.055176
	Iteration 90Q: 3 clusters Score -2028532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2028532.125000 Penalty: 4992.055176
	Iteration 91Q: 3 clusters Score -2028532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2028539.375000 Penalty: 4992.055176
	Iteration 92Q: 3 clusters Score -2028539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2028548.500000 Penalty: 4992.055176
	Iteration 93Q: 3 clusters Score -2028548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2028554.375000 Penalty: 4992.055176
	Iteration 94Q: 3 clusters Score -2028554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2028567.625000 Penalty: 4992.055176
	Iteration 95Q: 3 clusters Score -2028568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2028576.625000 Penalty: 4992.055176
	Iteration 96Q: 3 clusters Score -2028577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2028583.875000 Penalty: 4992.055176
	Iteration 97Q: 3 clusters Score -2028584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2028595.375000 Penalty: 4992.055176
	Iteration 98Q: 3 clusters Score -2028595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2028596.375000 Penalty: 4992.055176
	Iteration 99Q: 3 clusters Score -2028596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2028604.250000 Penalty: 4992.055176
	Iteration 100F: 3 clusters Score -2028604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2028612.000000 Penalty: 4992.055176
	Iteration 101Q: 3 clusters Score -2028612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2028613.000000 Penalty: 4992.055176
	Iteration 102Q: 3 clusters Score -2028613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2028617.500000 Penalty: 4992.055176
	Iteration 103Q: 3 clusters Score -2028618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2028617.875000 Penalty: 4992.055176
	Iteration 104Q: 3 clusters Score -2028618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2028617.625000 Penalty: 4992.055176
	Iteration 105Q: 3 clusters Score -2028618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2028615.875000 Penalty: 4992.055176
	Iteration 106Q: 3 clusters Score -2028616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2028618.125000 Penalty: 4992.055176
	Iteration 107Q: 3 clusters Score -2028618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2028621.375000 Penalty: 4992.055176
	Iteration 108Q: 3 clusters Score -2028621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2028620.125000 Penalty: 4992.055176
	Iteration 109Q: 3 clusters Score -2028620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2028625.250000 Penalty: 4992.055176
	Iteration 110Q: 3 clusters Score -2028625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2028624.625000 Penalty: 4992.055176
	Iteration 111Q: 3 clusters Score -2028625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2028627.750000 Penalty: 4992.055176
	Iteration 112Q: 3 clusters Score -2028628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2028631.250000 Penalty: 4992.055176
	Iteration 113Q: 3 clusters Score -2028631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2028633.875000 Penalty: 4992.055176
	Iteration 114Q: 3 clusters Score -2028634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2028636.375000 Penalty: 4992.055176
	Iteration 115Q: 3 clusters Score -2028636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2028639.875000 Penalty: 4992.055176
	Iteration 116Q: 3 clusters Score -2028640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2028637.625000 Penalty: 4992.055176
	Iteration 117Q: 3 clusters Score -2028638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2028641.000000 Penalty: 4992.055176
	Iteration 118Q: 3 clusters Score -2028641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2028641.750000 Penalty: 4992.055176
	Iteration 119Q: 3 clusters Score -2028642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2028642.625000 Penalty: 4992.055176
	Iteration 120F: 3 clusters Score -2028643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2028645.625000 Penalty: 4992.055176
	Iteration 121Q: 3 clusters Score -2028646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2028645.625000 Penalty: 4992.055176
	Iteration 122F: 3 clusters Score -2028646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -672960.000000 Penalty: 2196.804932
	Iteration 0F: 2 clusters Score -672960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -667123.125000 Penalty: 4393.609863
	Iteration 0F: 3 clusters Score -667123.1 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -668669.625000 Penalty: 4393.609863
	Iteration 1F: 3 clusters Score -668669.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -668951.250000 Penalty: 4393.609863
	Iteration 2F: 3 clusters Score -668951.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -669155.500000 Penalty: 4393.609863
	Iteration 3F: 3 clusters Score -669155.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -669312.875000 Penalty: 4393.609863
	Iteration 4Q: 3 clusters Score -669312.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -669453.250000 Penalty: 4393.609863
	Iteration 5Q: 3 clusters Score -669453.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -669574.812500 Penalty: 4393.609863
	Iteration 6Q: 3 clusters Score -669574.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -669690.437500 Penalty: 4393.609863
	Iteration 7Q: 3 clusters Score -669690.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -669784.062500 Penalty: 4393.609863
	Iteration 8Q: 3 clusters Score -669784.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -669880.375000 Penalty: 4393.609863
	Iteration 9Q: 3 clusters Score -669880.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -669967.187500 Penalty: 4393.609863
	Iteration 10Q: 3 clusters Score -669967.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -670038.500000 Penalty: 4393.609863
	Iteration 11Q: 3 clusters Score -670038.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -670103.687500 Penalty: 4393.609863
	Iteration 12Q: 3 clusters Score -670103.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -670160.000000 Penalty: 4393.609863
	Iteration 13Q: 3 clusters Score -670160 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -670221.812500 Penalty: 4393.609863
	Iteration 14Q: 3 clusters Score -670221.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -670280.875000 Penalty: 4393.609863
	Iteration 15Q: 3 clusters Score -670280.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -670332.875000 Penalty: 4393.609863
	Iteration 16Q: 3 clusters Score -670332.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -670380.812500 Penalty: 4393.609863
	Iteration 17Q: 3 clusters Score -670380.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -670429.875000 Penalty: 4393.609863
	Iteration 18Q: 3 clusters Score -670429.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -670473.750000 Penalty: 4393.609863
	Iteration 19Q: 3 clusters Score -670473.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -670514.562500 Penalty: 4393.609863
	Iteration 20F: 3 clusters Score -670514.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -670547.500000 Penalty: 4393.609863
	Iteration 21Q: 3 clusters Score -670547.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -670576.875000 Penalty: 4393.609863
	Iteration 22Q: 3 clusters Score -670576.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -670616.000000 Penalty: 4393.609863
	Iteration 23Q: 3 clusters Score -670616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -670658.187500 Penalty: 4393.609863
	Iteration 24Q: 3 clusters Score -670658.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -670691.812500 Penalty: 4393.609863
	Iteration 25Q: 3 clusters Score -670691.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -670714.500000 Penalty: 4393.609863
	Iteration 26Q: 3 clusters Score -670714.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -670738.687500 Penalty: 4393.609863
	Iteration 27Q: 3 clusters Score -670738.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -670757.625000 Penalty: 4393.609863
	Iteration 28Q: 3 clusters Score -670757.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -670769.625000 Penalty: 4393.609863
	Iteration 29Q: 3 clusters Score -670769.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -670783.250000 Penalty: 4393.609863
	Iteration 30Q: 3 clusters Score -670783.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -670790.250000 Penalty: 4393.609863
	Iteration 31Q: 3 clusters Score -670790.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -670797.375000 Penalty: 4393.609863
	Iteration 32Q: 3 clusters Score -670797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -670803.250000 Penalty: 4393.609863
	Iteration 33Q: 3 clusters Score -670803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -670805.875000 Penalty: 4393.609863
	Iteration 34Q: 3 clusters Score -670805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -670811.750000 Penalty: 4393.609863
	Iteration 35Q: 3 clusters Score -670811.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -670814.312500 Penalty: 4393.609863
	Iteration 36Q: 3 clusters Score -670814.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -670819.812500 Penalty: 4393.609863
	Iteration 37Q: 3 clusters Score -670819.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -670821.937500 Penalty: 4393.609863
	Iteration 38Q: 3 clusters Score -670821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -670823.375000 Penalty: 4393.609863
	Iteration 39Q: 3 clusters Score -670823.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -670830.687500 Penalty: 4393.609863
	Iteration 40F: 3 clusters Score -670830.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -670835.750000 Penalty: 4393.609863
	Iteration 41Q: 3 clusters Score -670835.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -670842.062500 Penalty: 4393.609863
	Iteration 42Q: 3 clusters Score -670842.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -670848.812500 Penalty: 4393.609863
	Iteration 43Q: 3 clusters Score -670848.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -670854.875000 Penalty: 4393.609863
	Iteration 44Q: 3 clusters Score -670854.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -670863.437500 Penalty: 4393.609863
	Iteration 45Q: 3 clusters Score -670863.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -670866.750000 Penalty: 4393.609863
	Iteration 46Q: 3 clusters Score -670866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -670872.375000 Penalty: 4393.609863
	Iteration 47Q: 3 clusters Score -670872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -670877.937500 Penalty: 4393.609863
	Iteration 48Q: 3 clusters Score -670877.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -670885.000000 Penalty: 4393.609863
	Iteration 49Q: 3 clusters Score -670885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -670892.000000 Penalty: 4393.609863
	Iteration 50Q: 3 clusters Score -670892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -670901.500000 Penalty: 4393.609863
	Iteration 51Q: 3 clusters Score -670901.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -670910.500000 Penalty: 4393.609863
	Iteration 52Q: 3 clusters Score -670910.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -670918.812500 Penalty: 4393.609863
	Iteration 53Q: 3 clusters Score -670918.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -670927.562500 Penalty: 4393.609863
	Iteration 54Q: 3 clusters Score -670927.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -670938.812500 Penalty: 4393.609863
	Iteration 55Q: 3 clusters Score -670938.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -670943.375000 Penalty: 4393.609863
	Iteration 56Q: 3 clusters Score -670943.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -670950.187500 Penalty: 4393.609863
	Iteration 57Q: 3 clusters Score -670950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -670952.500000 Penalty: 4393.609863
	Iteration 58Q: 3 clusters Score -670952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -670954.375000 Penalty: 4393.609863
	Iteration 59Q: 3 clusters Score -670954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -670955.187500 Penalty: 4393.609863
	Iteration 60F: 3 clusters Score -670955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -670955.062500 Penalty: 4393.609863
	Iteration 61Q: 3 clusters Score -670955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -670958.687500 Penalty: 4393.609863
	Iteration 62Q: 3 clusters Score -670958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -670962.250000 Penalty: 4393.609863
	Iteration 63Q: 3 clusters Score -670962.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -670970.562500 Penalty: 4393.609863
	Iteration 64Q: 3 clusters Score -670970.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -670978.125000 Penalty: 4393.609863
	Iteration 65Q: 3 clusters Score -670978.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -670985.250000 Penalty: 4393.609863
	Iteration 66Q: 3 clusters Score -670985.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -670991.750000 Penalty: 4393.609863
	Iteration 67Q: 3 clusters Score -670991.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -670999.875000 Penalty: 4393.609863
	Iteration 68Q: 3 clusters Score -670999.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -671003.250000 Penalty: 4393.609863
	Iteration 69Q: 3 clusters Score -671003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -671005.625000 Penalty: 4393.609863
	Iteration 70Q: 3 clusters Score -671005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -671008.562500 Penalty: 4393.609863
	Iteration 71Q: 3 clusters Score -671008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -671014.562500 Penalty: 4393.609863
	Iteration 72Q: 3 clusters Score -671014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -671020.500000 Penalty: 4393.609863
	Iteration 73Q: 3 clusters Score -671020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -671021.312500 Penalty: 4393.609863
	Iteration 74Q: 3 clusters Score -671021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -671021.562500 Penalty: 4393.609863
	Iteration 75Q: 3 clusters Score -671021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -671022.875000 Penalty: 4393.609863
	Iteration 76Q: 3 clusters Score -671022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -671022.875000 Penalty: 4393.609863
	Iteration 77F: 3 clusters Score -671022.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -344260.687500 Penalty: 2060.860840
	Iteration 0F: 2 clusters Score -344260.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -340323.156250 Penalty: 4121.721680
	Iteration 0F: 3 clusters Score -340323.2 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -341163.406250 Penalty: 4121.721680
	Iteration 1F: 3 clusters Score -341163.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -341374.843750 Penalty: 4121.721680
	Iteration 2F: 3 clusters Score -341374.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -341513.906250 Penalty: 4121.721680
	Iteration 3F: 3 clusters Score -341513.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -341594.937500 Penalty: 4121.721680
	Iteration 4Q: 3 clusters Score -341594.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -341641.312500 Penalty: 4121.721680
	Iteration 5Q: 3 clusters Score -341641.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -341682.656250 Penalty: 4121.721680
	Iteration 6Q: 3 clusters Score -341682.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -341723.218750 Penalty: 4121.721680
	Iteration 7Q: 3 clusters Score -341723.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -341750.093750 Penalty: 4121.721680
	Iteration 8Q: 3 clusters Score -341750.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -341777.375000 Penalty: 4121.721680
	Iteration 9Q: 3 clusters Score -341777.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -341809.031250 Penalty: 4121.721680
	Iteration 10Q: 3 clusters Score -341809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -341833.656250 Penalty: 4121.721680
	Iteration 11Q: 3 clusters Score -341833.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -341851.937500 Penalty: 4121.721680
	Iteration 12Q: 3 clusters Score -341851.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -341870.000000 Penalty: 4121.721680
	Iteration 13Q: 3 clusters Score -341870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -341886.750000 Penalty: 4121.721680
	Iteration 14Q: 3 clusters Score -341886.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -341901.062500 Penalty: 4121.721680
	Iteration 15Q: 3 clusters Score -341901.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -341913.875000 Penalty: 4121.721680
	Iteration 16Q: 3 clusters Score -341913.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -341925.531250 Penalty: 4121.721680
	Iteration 17Q: 3 clusters Score -341925.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -341937.093750 Penalty: 4121.721680
	Iteration 18Q: 3 clusters Score -341937.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -341947.687500 Penalty: 4121.721680
	Iteration 19Q: 3 clusters Score -341947.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -341959.250000 Penalty: 4121.721680
	Iteration 20F: 3 clusters Score -341959.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -341971.187500 Penalty: 4121.721680
	Iteration 21Q: 3 clusters Score -341971.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -341985.875000 Penalty: 4121.721680
	Iteration 22Q: 3 clusters Score -341985.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -341999.406250 Penalty: 4121.721680
	Iteration 23Q: 3 clusters Score -341999.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -342011.031250 Penalty: 4121.721680
	Iteration 24Q: 3 clusters Score -342011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -342027.593750 Penalty: 4121.721680
	Iteration 25Q: 3 clusters Score -342027.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -342054.531250 Penalty: 4121.721680
	Iteration 26Q: 3 clusters Score -342054.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -342074.218750 Penalty: 4121.721680
	Iteration 27Q: 3 clusters Score -342074.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -342094.031250 Penalty: 4121.721680
	Iteration 28Q: 3 clusters Score -342094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -342102.781250 Penalty: 4121.721680
	Iteration 29Q: 3 clusters Score -342102.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -342110.000000 Penalty: 4121.721680
	Iteration 30Q: 3 clusters Score -342110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -342118.781250 Penalty: 4121.721680
	Iteration 31Q: 3 clusters Score -342118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -342125.843750 Penalty: 4121.721680
	Iteration 32Q: 3 clusters Score -342125.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -342133.343750 Penalty: 4121.721680
	Iteration 33Q: 3 clusters Score -342133.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -342141.218750 Penalty: 4121.721680
	Iteration 34Q: 3 clusters Score -342141.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -342148.625000 Penalty: 4121.721680
	Iteration 35Q: 3 clusters Score -342148.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -342155.562500 Penalty: 4121.721680
	Iteration 36Q: 3 clusters Score -342155.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -342161.031250 Penalty: 4121.721680
	Iteration 37Q: 3 clusters Score -342161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -342164.375000 Penalty: 4121.721680
	Iteration 38Q: 3 clusters Score -342164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -342169.375000 Penalty: 4121.721680
	Iteration 39Q: 3 clusters Score -342169.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -342175.875000 Penalty: 4121.721680
	Iteration 40F: 3 clusters Score -342175.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -342180.687500 Penalty: 4121.721680
	Iteration 41Q: 3 clusters Score -342180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -342183.093750 Penalty: 4121.721680
	Iteration 42Q: 3 clusters Score -342183.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -342187.125000 Penalty: 4121.721680
	Iteration 43Q: 3 clusters Score -342187.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -342191.937500 Penalty: 4121.721680
	Iteration 44Q: 3 clusters Score -342191.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -342197.375000 Penalty: 4121.721680
	Iteration 45Q: 3 clusters Score -342197.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -342202.875000 Penalty: 4121.721680
	Iteration 46Q: 3 clusters Score -342202.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -342212.031250 Penalty: 4121.721680
	Iteration 47Q: 3 clusters Score -342212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -342219.375000 Penalty: 4121.721680
	Iteration 48Q: 3 clusters Score -342219.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -342227.031250 Penalty: 4121.721680
	Iteration 49Q: 3 clusters Score -342227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -342235.781250 Penalty: 4121.721680
	Iteration 50Q: 3 clusters Score -342235.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -342249.093750 Penalty: 4121.721680
	Iteration 51Q: 3 clusters Score -342249.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -342258.750000 Penalty: 4121.721680
	Iteration 52Q: 3 clusters Score -342258.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -342266.812500 Penalty: 4121.721680
	Iteration 53Q: 3 clusters Score -342266.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -342272.437500 Penalty: 4121.721680
	Iteration 54Q: 3 clusters Score -342272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -342276.187500 Penalty: 4121.721680
	Iteration 55Q: 3 clusters Score -342276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342280.812500 Penalty: 4121.721680
	Iteration 56Q: 3 clusters Score -342280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342284.187500 Penalty: 4121.721680
	Iteration 57Q: 3 clusters Score -342284.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -342288.093750 Penalty: 4121.721680
	Iteration 58Q: 3 clusters Score -342288.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -342292.000000 Penalty: 4121.721680
	Iteration 59Q: 3 clusters Score -342292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -342298.281250 Penalty: 4121.721680
	Iteration 60F: 3 clusters Score -342298.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -342307.000000 Penalty: 4121.721680
	Iteration 61Q: 3 clusters Score -342307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -342315.000000 Penalty: 4121.721680
	Iteration 62Q: 3 clusters Score -342315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -342323.156250 Penalty: 4121.721680
	Iteration 63Q: 3 clusters Score -342323.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -342330.187500 Penalty: 4121.721680
	Iteration 64Q: 3 clusters Score -342330.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -342338.250000 Penalty: 4121.721680
	Iteration 65Q: 3 clusters Score -342338.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -342344.218750 Penalty: 4121.721680
	Iteration 66Q: 3 clusters Score -342344.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -342348.843750 Penalty: 4121.721680
	Iteration 67Q: 3 clusters Score -342348.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -342352.625000 Penalty: 4121.721680
	Iteration 68Q: 3 clusters Score -342352.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -342355.593750 Penalty: 4121.721680
	Iteration 69Q: 3 clusters Score -342355.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -342362.781250 Penalty: 4121.721680
	Iteration 70Q: 3 clusters Score -342362.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -342369.062500 Penalty: 4121.721680
	Iteration 71Q: 3 clusters Score -342369.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342373.531250 Penalty: 4121.721680
	Iteration 72Q: 3 clusters Score -342373.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -342381.062500 Penalty: 4121.721680
	Iteration 73Q: 3 clusters Score -342381.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -342385.562500 Penalty: 4121.721680
	Iteration 74Q: 3 clusters Score -342385.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -342392.687500 Penalty: 4121.721680
	Iteration 75Q: 3 clusters Score -342392.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -342403.062500 Penalty: 4121.721680
	Iteration 76Q: 3 clusters Score -342403.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -342411.562500 Penalty: 4121.721680
	Iteration 77Q: 3 clusters Score -342411.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -342421.187500 Penalty: 4121.721680
	Iteration 78Q: 3 clusters Score -342421.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -342429.375000 Penalty: 4121.721680
	Iteration 79Q: 3 clusters Score -342429.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -342434.968750 Penalty: 4121.721680
	Iteration 80F: 3 clusters Score -342435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -342444.343750 Penalty: 4121.721680
	Iteration 81Q: 3 clusters Score -342444.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -342455.312500 Penalty: 4121.721680
	Iteration 82Q: 3 clusters Score -342455.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -342466.000000 Penalty: 4121.721680
	Iteration 83Q: 3 clusters Score -342466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -342475.562500 Penalty: 4121.721680
	Iteration 84Q: 3 clusters Score -342475.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -342484.156250 Penalty: 4121.721680
	Iteration 85Q: 3 clusters Score -342484.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -342498.781250 Penalty: 4121.721680
	Iteration 86Q: 3 clusters Score -342498.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -342511.937500 Penalty: 4121.721680
	Iteration 87Q: 3 clusters Score -342511.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -342519.437500 Penalty: 4121.721680
	Iteration 88Q: 3 clusters Score -342519.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -342525.625000 Penalty: 4121.721680
	Iteration 89Q: 3 clusters Score -342525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -342531.593750 Penalty: 4121.721680
	Iteration 90Q: 3 clusters Score -342531.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -342535.875000 Penalty: 4121.721680
	Iteration 91Q: 3 clusters Score -342535.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -342538.656250 Penalty: 4121.721680
	Iteration 92Q: 3 clusters Score -342538.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -342540.468750 Penalty: 4121.721680
	Iteration 93Q: 3 clusters Score -342540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -342540.218750 Penalty: 4121.721680
	Iteration 94Q: 3 clusters Score -342540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -342541.500000 Penalty: 4121.721680
	Iteration 95Q: 3 clusters Score -342541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -342543.375000 Penalty: 4121.721680
	Iteration 96Q: 3 clusters Score -342543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -342546.000000 Penalty: 4121.721680
	Iteration 97Q: 3 clusters Score -342546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -342547.937500 Penalty: 4121.721680
	Iteration 98Q: 3 clusters Score -342547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -342549.250000 Penalty: 4121.721680
	Iteration 99Q: 3 clusters Score -342549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -342550.093750 Penalty: 4121.721680
	Iteration 100F: 3 clusters Score -342550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -342551.906250 Penalty: 4121.721680
	Iteration 101Q: 3 clusters Score -342551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -342554.156250 Penalty: 4121.721680
	Iteration 102Q: 3 clusters Score -342554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -342555.062500 Penalty: 4121.721680
	Iteration 103Q: 3 clusters Score -342555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -342557.843750 Penalty: 4121.721680
	Iteration 104Q: 3 clusters Score -342557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -342558.500000 Penalty: 4121.721680
	Iteration 105Q: 3 clusters Score -342558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -342561.062500 Penalty: 4121.721680
	Iteration 106Q: 3 clusters Score -342561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -342563.593750 Penalty: 4121.721680
	Iteration 107Q: 3 clusters Score -342563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -342567.593750 Penalty: 4121.721680
	Iteration 108Q: 3 clusters Score -342567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -342570.312500 Penalty: 4121.721680
	Iteration 109Q: 3 clusters Score -342570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -342571.718750 Penalty: 4121.721680
	Iteration 110Q: 3 clusters Score -342571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -342574.250000 Penalty: 4121.721680
	Iteration 111Q: 3 clusters Score -342574.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -342576.687500 Penalty: 4121.721680
	Iteration 112Q: 3 clusters Score -342576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -342578.125000 Penalty: 4121.721680
	Iteration 113Q: 3 clusters Score -342578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -342578.343750 Penalty: 4121.721680
	Iteration 114Q: 3 clusters Score -342578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -342578.343750 Penalty: 4121.721680
	Iteration 115F: 3 clusters Score -342578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 16901 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 29598 members 
Mstep: Class 9 contains 14103 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 12223 members 
Mstep: Class 13 contains 8630 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13389 members 
Mstep: Class 17 contains 37749 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 107761 members 
Mstep: Class 21 contains 5615 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 4053 members 
Mstep: Class 24 contains 10529 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 20570 members 
Mstep: Class 29 contains 4882 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189608.000000 Penalty: 106802.460938
Iteration 119Q: 34 clusters Score -3.818961e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 9733 members 
Mstep: Class 4 contains 16889 members 
Mstep: Class 5 contains 12336 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 5400 members 
Mstep: Class 8 contains 29574 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 3272 members 
Mstep: Class 12 contains 12242 members 
Mstep: Class 13 contains 8607 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 23569 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37731 members 
Mstep: Class 18 contains 3941 members 
Mstep: Class 19 contains 13539 members 
Mstep: Class 20 contains 107752 members 
Mstep: Class 21 contains 5624 members 
Mstep: Class 22 contains 4784 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 10548 members 
Mstep: Class 25 contains 12176 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 20595 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23504 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189860.000000 Penalty: 106802.460938
Iteration 120F: 34 clusters Score -3.818986e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16883 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 29547 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 12257 members 
Mstep: Class 13 contains 8578 members 
Mstep: Class 14 contains 7708 members 
Mstep: Class 15 contains 23568 members 
Mstep: Class 16 contains 13409 members 
Mstep: Class 17 contains 37710 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 13540 members 
Mstep: Class 20 contains 107754 members 
Mstep: Class 21 contains 5568 members 
Mstep: Class 22 contains 4775 members 
Mstep: Class 23 contains 4068 members 
Mstep: Class 24 contains 10567 members 
Mstep: Class 25 contains 12164 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 20619 members 
Mstep: Class 29 contains 4864 members 
Mstep: Class 30 contains 23502 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189932.000000 Penalty: 106802.460938
Iteration 121Q: 34 clusters Score -3.818993e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16882 members 
Mstep: Class 5 contains 12334 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 8 contains 29538 members 
Mstep: Class 9 contains 14139 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 3267 members 
Mstep: Class 12 contains 12267 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 7709 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13410 members 
Mstep: Class 17 contains 37696 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13539 members 
Mstep: Class 20 contains 107751 members 
Mstep: Class 21 contains 5532 members 
Mstep: Class 22 contains 4774 members 
Mstep: Class 23 contains 4073 members 
Mstep: Class 24 contains 10576 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5142 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 20638 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189892.000000 Penalty: 106802.460938
Iteration 122Q: 34 clusters Score -3.818989e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16882 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 5392 members 
Mstep: Class 8 contains 29528 members 
Mstep: Class 9 contains 14154 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 12277 members 
Mstep: Class 13 contains 8531 members 
Mstep: Class 14 contains 7709 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13410 members 
Mstep: Class 17 contains 37693 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 107732 members 
Mstep: Class 21 contains 5518 members 
Mstep: Class 22 contains 4775 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 10590 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 20653 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189848.000000 Penalty: 106802.460938
Iteration 123Q: 34 clusters Score -3.818985e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16881 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 29511 members 
Mstep: Class 9 contains 14169 members 
Mstep: Class 10 contains 9507 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 8513 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13409 members 
Mstep: Class 17 contains 37688 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13543 members 
Mstep: Class 20 contains 107717 members 
Mstep: Class 21 contains 5506 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 10598 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 20671 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7030 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189836.000000 Penalty: 106802.460938
Iteration 124Q: 34 clusters Score -3.818984e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16880 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 5390 members 
Mstep: Class 8 contains 29504 members 
Mstep: Class 9 contains 14182 members 
Mstep: Class 10 contains 9507 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 12302 members 
Mstep: Class 13 contains 8498 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13408 members 
Mstep: Class 17 contains 37686 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13544 members 
Mstep: Class 20 contains 107699 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4085 members 
Mstep: Class 24 contains 10608 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 20687 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189796.000000 Penalty: 106802.460938
Iteration 125Q: 34 clusters Score -3.81898e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16880 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 29498 members 
Mstep: Class 9 contains 14199 members 
Mstep: Class 10 contains 9506 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 12310 members 
Mstep: Class 13 contains 8482 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13408 members 
Mstep: Class 17 contains 37679 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13546 members 
Mstep: Class 20 contains 107678 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4085 members 
Mstep: Class 24 contains 10614 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 20706 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189780.000000 Penalty: 106802.460938
Iteration 126Q: 34 clusters Score -3.818978e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4420 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16879 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29490 members 
Mstep: Class 9 contains 14210 members 
Mstep: Class 10 contains 9506 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12317 members 
Mstep: Class 13 contains 8471 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13408 members 
Mstep: Class 17 contains 37671 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13546 members 
Mstep: Class 20 contains 107662 members 
Mstep: Class 21 contains 5498 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4085 members 
Mstep: Class 24 contains 10626 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 20726 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189708.000000 Penalty: 106802.460938
Iteration 127Q: 34 clusters Score -3.818971e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4420 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16876 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29482 members 
Mstep: Class 9 contains 14222 members 
Mstep: Class 10 contains 9507 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 8460 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13408 members 
Mstep: Class 17 contains 37669 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13548 members 
Mstep: Class 20 contains 107645 members 
Mstep: Class 21 contains 5493 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 10633 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5128 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 20743 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189684.000000 Penalty: 106802.460938
Iteration 128Q: 34 clusters Score -3.818968e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16875 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29474 members 
Mstep: Class 9 contains 14236 members 
Mstep: Class 10 contains 9508 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 12334 members 
Mstep: Class 13 contains 8450 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13408 members 
Mstep: Class 17 contains 37665 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13550 members 
Mstep: Class 20 contains 107619 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 10643 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 20757 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189716.000000 Penalty: 106802.460938
Iteration 129Q: 34 clusters Score -3.818972e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4420 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16876 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29453 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 12345 members 
Mstep: Class 13 contains 8434 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13408 members 
Mstep: Class 17 contains 37652 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13551 members 
Mstep: Class 20 contains 107595 members 
Mstep: Class 21 contains 5493 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 10662 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5125 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 20775 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189740.000000 Penalty: 106802.460938
Iteration 130Q: 34 clusters Score -3.818974e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16875 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29449 members 
Mstep: Class 9 contains 14272 members 
Mstep: Class 10 contains 9510 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 12357 members 
Mstep: Class 13 contains 8411 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13408 members 
Mstep: Class 17 contains 37647 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13551 members 
Mstep: Class 20 contains 107571 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4086 members 
Mstep: Class 24 contains 10671 members 
Mstep: Class 25 contains 12166 members 
Mstep: Class 26 contains 5126 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20791 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189760.000000 Penalty: 106802.460938
Iteration 131Q: 34 clusters Score -3.818976e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16875 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29446 members 
Mstep: Class 9 contains 14283 members 
Mstep: Class 10 contains 9511 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 12361 members 
Mstep: Class 13 contains 8389 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13408 members 
Mstep: Class 17 contains 37642 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13550 members 
Mstep: Class 20 contains 107554 members 
Mstep: Class 21 contains 5490 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4090 members 
Mstep: Class 24 contains 10684 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5126 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20809 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189784.000000 Penalty: 106802.460938
Iteration 132Q: 34 clusters Score -3.818978e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16873 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29431 members 
Mstep: Class 9 contains 14296 members 
Mstep: Class 10 contains 9511 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 12372 members 
Mstep: Class 13 contains 8373 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37644 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13551 members 
Mstep: Class 20 contains 107534 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 10698 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20828 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189852.000000 Penalty: 106802.460938
Iteration 133Q: 34 clusters Score -3.818985e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16873 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29419 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 12 contains 12377 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37648 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13551 members 
Mstep: Class 20 contains 107508 members 
Mstep: Class 21 contains 5493 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 10705 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20842 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23501 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189824.000000 Penalty: 106802.460938
Iteration 134Q: 34 clusters Score -3.818982e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16872 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29411 members 
Mstep: Class 9 contains 14327 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37649 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13552 members 
Mstep: Class 20 contains 107489 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4098 members 
Mstep: Class 24 contains 10710 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20857 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23502 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189848.000000 Penalty: 106802.460938
Iteration 135Q: 34 clusters Score -3.818985e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16871 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7485 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29405 members 
Mstep: Class 9 contains 14345 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12382 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37655 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13552 members 
Mstep: Class 20 contains 107464 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 10716 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5123 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20875 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23503 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189832.000000 Penalty: 106802.460938
Iteration 136Q: 34 clusters Score -3.818983e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29403 members 
Mstep: Class 9 contains 14357 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 3258 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37654 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13554 members 
Mstep: Class 20 contains 107447 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 10722 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20892 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23503 members 
Mstep: Class 31 contains 7030 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189852.000000 Penalty: 106802.460938
Iteration 137Q: 34 clusters Score -3.818985e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16868 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29395 members 
Mstep: Class 9 contains 14375 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 8283 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37653 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13556 members 
Mstep: Class 20 contains 107428 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4124 members 
Mstep: Class 24 contains 10727 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23504 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189876.000000 Penalty: 106802.460938
Iteration 138Q: 34 clusters Score -3.818988e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7473 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29384 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 12382 members 
Mstep: Class 13 contains 8263 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37653 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13556 members 
Mstep: Class 20 contains 107408 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4132 members 
Mstep: Class 24 contains 10735 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5128 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20918 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189832.000000 Penalty: 106802.460938
Iteration 139Q: 34 clusters Score -3.818983e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29378 members 
Mstep: Class 9 contains 14409 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 12381 members 
Mstep: Class 13 contains 8242 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37656 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13555 members 
Mstep: Class 20 contains 107393 members 
Mstep: Class 21 contains 5486 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4141 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20925 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7027 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189876.000000 Penalty: 106802.460938
Iteration 140F: 34 clusters Score -3.818988e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29375 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 12384 members 
Mstep: Class 13 contains 8226 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37653 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13554 members 
Mstep: Class 20 contains 107378 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4147 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20935 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189904.000000 Penalty: 106802.460938
Iteration 141Q: 34 clusters Score -3.81899e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29367 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 9514 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 8215 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37648 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13555 members 
Mstep: Class 20 contains 107369 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4150 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20942 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7026 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189872.000000 Penalty: 106802.460938
Iteration 142Q: 34 clusters Score -3.818987e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16868 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29371 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 8204 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37644 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13557 members 
Mstep: Class 20 contains 107356 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4146 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5139 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20947 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189888.000000 Penalty: 106802.460938
Iteration 143Q: 34 clusters Score -3.818989e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16868 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29367 members 
Mstep: Class 9 contains 14469 members 
Mstep: Class 10 contains 9519 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 12403 members 
Mstep: Class 13 contains 8184 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37638 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13558 members 
Mstep: Class 20 contains 107336 members 
Mstep: Class 21 contains 5479 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4148 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20950 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189812.000000 Penalty: 106802.460938
Iteration 144Q: 34 clusters Score -3.818981e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16868 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29368 members 
Mstep: Class 9 contains 14484 members 
Mstep: Class 10 contains 9523 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 8171 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37636 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 13558 members 
Mstep: Class 20 contains 107323 members 
Mstep: Class 21 contains 5479 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4151 members 
Mstep: Class 24 contains 10757 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20953 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189780.000000 Penalty: 106802.460938
Iteration 145Q: 34 clusters Score -3.818978e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16868 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29364 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 12410 members 
Mstep: Class 13 contains 8159 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37628 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 13558 members 
Mstep: Class 20 contains 107313 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20962 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7023 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189836.000000 Penalty: 106802.460938
Iteration 146Q: 34 clusters Score -3.818984e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29360 members 
Mstep: Class 9 contains 14509 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 3258 members 
Mstep: Class 12 contains 12411 members 
Mstep: Class 13 contains 8152 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37625 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13557 members 
Mstep: Class 20 contains 107304 members 
Mstep: Class 21 contains 5477 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4159 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20969 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7023 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189864.000000 Penalty: 106802.460938
Iteration 147Q: 34 clusters Score -3.818986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7478 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29355 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 12413 members 
Mstep: Class 13 contains 8145 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37625 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13558 members 
Mstep: Class 20 contains 107292 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 10762 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20977 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7023 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189840.000000 Penalty: 106802.460938
Iteration 148Q: 34 clusters Score -3.818984e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29346 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 12414 members 
Mstep: Class 13 contains 8142 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37624 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13557 members 
Mstep: Class 20 contains 107279 members 
Mstep: Class 21 contains 5472 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 10765 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5153 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20989 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189828.000000 Penalty: 106802.460938
Iteration 149Q: 34 clusters Score -3.818983e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7471 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29336 members 
Mstep: Class 9 contains 14553 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 12418 members 
Mstep: Class 13 contains 8138 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37625 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13557 members 
Mstep: Class 20 contains 107259 members 
Mstep: Class 21 contains 5472 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4169 members 
Mstep: Class 24 contains 10769 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 20998 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189792.000000 Penalty: 106802.460938
Iteration 150Q: 34 clusters Score -3.818979e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16868 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7469 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29329 members 
Mstep: Class 9 contains 14568 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 12420 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37626 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13557 members 
Mstep: Class 20 contains 107240 members 
Mstep: Class 21 contains 5472 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4172 members 
Mstep: Class 24 contains 10772 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21008 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189804.000000 Penalty: 106802.460938
Iteration 151Q: 34 clusters Score -3.81898e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16868 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7469 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29309 members 
Mstep: Class 9 contains 14579 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 12421 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37630 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13561 members 
Mstep: Class 20 contains 107221 members 
Mstep: Class 21 contains 5470 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 10775 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5148 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21024 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189816.000000 Penalty: 106802.460938
Iteration 152Q: 34 clusters Score -3.818982e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16866 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29297 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 12424 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37627 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13564 members 
Mstep: Class 20 contains 107203 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 10777 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5146 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21036 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189788.000000 Penalty: 106802.460938
Iteration 153Q: 34 clusters Score -3.818979e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16865 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7466 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29290 members 
Mstep: Class 9 contains 14608 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 12426 members 
Mstep: Class 13 contains 8116 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37630 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13565 members 
Mstep: Class 20 contains 107188 members 
Mstep: Class 21 contains 5467 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4189 members 
Mstep: Class 24 contains 10779 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5146 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21045 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189800.000000 Penalty: 106802.460938
Iteration 154Q: 34 clusters Score -3.81898e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16865 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29286 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 12 contains 12431 members 
Mstep: Class 13 contains 8109 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37623 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 107176 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 10781 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21052 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189856.000000 Penalty: 106802.460938
Iteration 155Q: 34 clusters Score -3.818986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16865 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29293 members 
Mstep: Class 9 contains 14637 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 12438 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37616 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 107163 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 10781 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5146 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21057 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189856.000000 Penalty: 106802.460938
Iteration 156Q: 34 clusters Score -3.818986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4360 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16865 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29293 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 12443 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37609 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13567 members 
Mstep: Class 20 contains 107150 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4194 members 
Mstep: Class 24 contains 10785 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5146 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21059 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189904.000000 Penalty: 106802.460938
Iteration 157Q: 34 clusters Score -3.81899e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16865 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7471 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29298 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 8064 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 37602 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13568 members 
Mstep: Class 20 contains 107139 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 10785 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21062 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7024 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38189816.000000 Penalty: 106802.460938
Iteration 158Q: 34 clusters Score -3.818982e+07 nChanged 58
Entering ConstructFrom: 
Score: -38189816.000000 Penalty: 106802.460938
Entering ConstructFrom: 
Trying to split cluster 1 (5643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Entering Unmasked Estep 
Score: -442022.531250 Penalty: 2142.266357
	Iteration 0F: 2 clusters Score -442022.5 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 2849 members 
Entering Unmasked Estep 
Score: -437127.687500 Penalty: 4284.532715
	Iteration 0F: 3 clusters Score -437127.7 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -438393.937500 Penalty: 4284.532715
	Iteration 1F: 3 clusters Score -438393.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -438630.687500 Penalty: 4284.532715
	Iteration 2F: 3 clusters Score -438630.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -438789.031250 Penalty: 4284.532715
	Iteration 3Q: 3 clusters Score -438789 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -438901.156250 Penalty: 4284.532715
	Iteration 4Q: 3 clusters Score -438901.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -438994.906250 Penalty: 4284.532715
	Iteration 5Q: 3 clusters Score -438994.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -439062.031250 Penalty: 4284.532715
	Iteration 6Q: 3 clusters Score -439062 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -439109.812500 Penalty: 4284.532715
	Iteration 7Q: 3 clusters Score -439109.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -439149.812500 Penalty: 4284.532715
	Iteration 8Q: 3 clusters Score -439149.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -439195.250000 Penalty: 4284.532715
	Iteration 9Q: 3 clusters Score -439195.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -439238.500000 Penalty: 4284.532715
	Iteration 10Q: 3 clusters Score -439238.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -439277.437500 Penalty: 4284.532715
	Iteration 11Q: 3 clusters Score -439277.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -439310.687500 Penalty: 4284.532715
	Iteration 12Q: 3 clusters Score -439310.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -439341.593750 Penalty: 4284.532715
	Iteration 13Q: 3 clusters Score -439341.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -439362.937500 Penalty: 4284.532715
	Iteration 14Q: 3 clusters Score -439362.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -439383.562500 Penalty: 4284.532715
	Iteration 15Q: 3 clusters Score -439383.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -439400.250000 Penalty: 4284.532715
	Iteration 16Q: 3 clusters Score -439400.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -439416.656250 Penalty: 4284.532715
	Iteration 17Q: 3 clusters Score -439416.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -439434.125000 Penalty: 4284.532715
	Iteration 18Q: 3 clusters Score -439434.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -439455.343750 Penalty: 4284.532715
	Iteration 19Q: 3 clusters Score -439455.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -439473.625000 Penalty: 4284.532715
	Iteration 20F: 3 clusters Score -439473.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -439489.093750 Penalty: 4284.532715
	Iteration 21Q: 3 clusters Score -439489.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -439508.875000 Penalty: 4284.532715
	Iteration 22Q: 3 clusters Score -439508.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -439527.250000 Penalty: 4284.532715
	Iteration 23Q: 3 clusters Score -439527.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -439552.437500 Penalty: 4284.532715
	Iteration 24Q: 3 clusters Score -439552.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -439573.843750 Penalty: 4284.532715
	Iteration 25Q: 3 clusters Score -439573.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -439589.312500 Penalty: 4284.532715
	Iteration 26Q: 3 clusters Score -439589.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -439613.187500 Penalty: 4284.532715
	Iteration 27Q: 3 clusters Score -439613.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -439642.562500 Penalty: 4284.532715
	Iteration 28Q: 3 clusters Score -439642.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -439674.531250 Penalty: 4284.532715
	Iteration 29Q: 3 clusters Score -439674.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -439698.625000 Penalty: 4284.532715
	Iteration 30Q: 3 clusters Score -439698.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -439719.218750 Penalty: 4284.532715
	Iteration 31Q: 3 clusters Score -439719.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -439749.593750 Penalty: 4284.532715
	Iteration 32Q: 3 clusters Score -439749.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -439771.312500 Penalty: 4284.532715
	Iteration 33Q: 3 clusters Score -439771.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -439796.000000 Penalty: 4284.532715
	Iteration 34Q: 3 clusters Score -439796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -439818.375000 Penalty: 4284.532715
	Iteration 35Q: 3 clusters Score -439818.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -439838.312500 Penalty: 4284.532715
	Iteration 36Q: 3 clusters Score -439838.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -439849.562500 Penalty: 4284.532715
	Iteration 37Q: 3 clusters Score -439849.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -439862.812500 Penalty: 4284.532715
	Iteration 38Q: 3 clusters Score -439862.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -439872.562500 Penalty: 4284.532715
	Iteration 39Q: 3 clusters Score -439872.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -439878.625000 Penalty: 4284.532715
	Iteration 40F: 3 clusters Score -439878.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -439885.531250 Penalty: 4284.532715
	Iteration 41Q: 3 clusters Score -439885.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -439888.562500 Penalty: 4284.532715
	Iteration 42Q: 3 clusters Score -439888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -439891.531250 Penalty: 4284.532715
	Iteration 43Q: 3 clusters Score -439891.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -439896.437500 Penalty: 4284.532715
	Iteration 44Q: 3 clusters Score -439896.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -439905.250000 Penalty: 4284.532715
	Iteration 45Q: 3 clusters Score -439905.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -439908.312500 Penalty: 4284.532715
	Iteration 46Q: 3 clusters Score -439908.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -439910.187500 Penalty: 4284.532715
	Iteration 47Q: 3 clusters Score -439910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -439911.343750 Penalty: 4284.532715
	Iteration 48Q: 3 clusters Score -439911.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -439913.968750 Penalty: 4284.532715
	Iteration 49Q: 3 clusters Score -439914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -439916.656250 Penalty: 4284.532715
	Iteration 50Q: 3 clusters Score -439916.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -439921.218750 Penalty: 4284.532715
	Iteration 51Q: 3 clusters Score -439921.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -439928.437500 Penalty: 4284.532715
	Iteration 52Q: 3 clusters Score -439928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -439935.656250 Penalty: 4284.532715
	Iteration 53Q: 3 clusters Score -439935.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -439939.468750 Penalty: 4284.532715
	Iteration 54Q: 3 clusters Score -439939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -439942.281250 Penalty: 4284.532715
	Iteration 55Q: 3 clusters Score -439942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -439944.187500 Penalty: 4284.532715
	Iteration 56Q: 3 clusters Score -439944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -439946.343750 Penalty: 4284.532715
	Iteration 57Q: 3 clusters Score -439946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -439946.937500 Penalty: 4284.532715
	Iteration 58Q: 3 clusters Score -439946.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -439946.937500 Penalty: 4284.532715
	Iteration 59F: 3 clusters Score -439946.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Entering Unmasked Estep 
Score: -306899.718750 Penalty: 2078.182617
	Iteration 0F: 2 clusters Score -306899.7 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 2148 members 
Entering Unmasked Estep 
Score: -302874.031250 Penalty: 4156.365234
	Iteration 0F: 3 clusters Score -302874 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -304102.781250 Penalty: 4156.365234
	Iteration 1F: 3 clusters Score -304102.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -304677.156250 Penalty: 4156.365234
	Iteration 2F: 3 clusters Score -304677.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -305145.062500 Penalty: 4156.365234
	Iteration 3F: 3 clusters Score -305145.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -305477.125000 Penalty: 4156.365234
	Iteration 4F: 3 clusters Score -305477.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -305700.156250 Penalty: 4156.365234
	Iteration 5Q: 3 clusters Score -305700.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -305836.500000 Penalty: 4156.365234
	Iteration 6Q: 3 clusters Score -305836.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -305926.218750 Penalty: 4156.365234
	Iteration 7Q: 3 clusters Score -305926.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -305992.906250 Penalty: 4156.365234
	Iteration 8Q: 3 clusters Score -305992.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -306047.531250 Penalty: 4156.365234
	Iteration 9Q: 3 clusters Score -306047.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -306094.000000 Penalty: 4156.365234
	Iteration 10Q: 3 clusters Score -306094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -306119.968750 Penalty: 4156.365234
	Iteration 11Q: 3 clusters Score -306120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -306140.875000 Penalty: 4156.365234
	Iteration 12Q: 3 clusters Score -306140.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -306158.406250 Penalty: 4156.365234
	Iteration 13Q: 3 clusters Score -306158.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -306176.250000 Penalty: 4156.365234
	Iteration 14Q: 3 clusters Score -306176.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -306195.781250 Penalty: 4156.365234
	Iteration 15Q: 3 clusters Score -306195.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -306216.250000 Penalty: 4156.365234
	Iteration 16Q: 3 clusters Score -306216.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -306229.500000 Penalty: 4156.365234
	Iteration 17Q: 3 clusters Score -306229.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -306238.437500 Penalty: 4156.365234
	Iteration 18Q: 3 clusters Score -306238.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -306248.000000 Penalty: 4156.365234
	Iteration 19Q: 3 clusters Score -306248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -306254.968750 Penalty: 4156.365234
	Iteration 20F: 3 clusters Score -306255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -306259.375000 Penalty: 4156.365234
	Iteration 21Q: 3 clusters Score -306259.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -306264.937500 Penalty: 4156.365234
	Iteration 22Q: 3 clusters Score -306264.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -306269.218750 Penalty: 4156.365234
	Iteration 23Q: 3 clusters Score -306269.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -306272.781250 Penalty: 4156.365234
	Iteration 24Q: 3 clusters Score -306272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -306276.875000 Penalty: 4156.365234
	Iteration 25Q: 3 clusters Score -306276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -306285.156250 Penalty: 4156.365234
	Iteration 26Q: 3 clusters Score -306285.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -306293.343750 Penalty: 4156.365234
	Iteration 27Q: 3 clusters Score -306293.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -306299.843750 Penalty: 4156.365234
	Iteration 28Q: 3 clusters Score -306299.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -306305.406250 Penalty: 4156.365234
	Iteration 29Q: 3 clusters Score -306305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -306310.343750 Penalty: 4156.365234
	Iteration 30Q: 3 clusters Score -306310.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -306317.562500 Penalty: 4156.365234
	Iteration 31Q: 3 clusters Score -306317.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -306331.375000 Penalty: 4156.365234
	Iteration 32Q: 3 clusters Score -306331.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -306344.687500 Penalty: 4156.365234
	Iteration 33Q: 3 clusters Score -306344.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -306355.625000 Penalty: 4156.365234
	Iteration 34Q: 3 clusters Score -306355.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -306373.125000 Penalty: 4156.365234
	Iteration 35Q: 3 clusters Score -306373.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -306390.187500 Penalty: 4156.365234
	Iteration 36Q: 3 clusters Score -306390.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -306408.875000 Penalty: 4156.365234
	Iteration 37Q: 3 clusters Score -306408.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -306417.781250 Penalty: 4156.365234
	Iteration 38Q: 3 clusters Score -306417.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -306424.031250 Penalty: 4156.365234
	Iteration 39Q: 3 clusters Score -306424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -306430.718750 Penalty: 4156.365234
	Iteration 40F: 3 clusters Score -306430.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -306435.531250 Penalty: 4156.365234
	Iteration 41Q: 3 clusters Score -306435.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -306439.437500 Penalty: 4156.365234
	Iteration 42Q: 3 clusters Score -306439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -306442.656250 Penalty: 4156.365234
	Iteration 43Q: 3 clusters Score -306442.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -306447.468750 Penalty: 4156.365234
	Iteration 44Q: 3 clusters Score -306447.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -306451.156250 Penalty: 4156.365234
	Iteration 45Q: 3 clusters Score -306451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -306452.906250 Penalty: 4156.365234
	Iteration 46Q: 3 clusters Score -306452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -306453.843750 Penalty: 4156.365234
	Iteration 47Q: 3 clusters Score -306453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -306455.562500 Penalty: 4156.365234
	Iteration 48Q: 3 clusters Score -306455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -306454.843750 Penalty: 4156.365234
	Iteration 49Q: 3 clusters Score -306454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -306455.281250 Penalty: 4156.365234
	Iteration 50Q: 3 clusters Score -306455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -306455.218750 Penalty: 4156.365234
	Iteration 51Q: 3 clusters Score -306455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -306455.218750 Penalty: 4156.365234
	Iteration 52F: 3 clusters Score -306455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Entering Unmasked Estep 
Score: -849744.500000 Penalty: 2277.376221
	Iteration 0F: 2 clusters Score -849744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -842264.437500 Penalty: 4554.752441
	Iteration 0F: 3 clusters Score -842264.4 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -844406.125000 Penalty: 4554.752441
	Iteration 1F: 3 clusters Score -844406.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -844696.312500 Penalty: 4554.752441
	Iteration 2F: 3 clusters Score -844696.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -844903.437500 Penalty: 4554.752441
	Iteration 3Q: 3 clusters Score -844903.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -845085.562500 Penalty: 4554.752441
	Iteration 4Q: 3 clusters Score -845085.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -845259.875000 Penalty: 4554.752441
	Iteration 5Q: 3 clusters Score -845259.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -845461.125000 Penalty: 4554.752441
	Iteration 6Q: 3 clusters Score -845461.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -845676.250000 Penalty: 4554.752441
	Iteration 7Q: 3 clusters Score -845676.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -845955.000000 Penalty: 4554.752441
	Iteration 8Q: 3 clusters Score -845955 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -846311.125000 Penalty: 4554.752441
	Iteration 9F: 3 clusters Score -846311.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -846680.312500 Penalty: 4554.752441
	Iteration 10F: 3 clusters Score -846680.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -846994.250000 Penalty: 4554.752441
	Iteration 11Q: 3 clusters Score -846994.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -847260.875000 Penalty: 4554.752441
	Iteration 12Q: 3 clusters Score -847260.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -847465.187500 Penalty: 4554.752441
	Iteration 13Q: 3 clusters Score -847465.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -847599.937500 Penalty: 4554.752441
	Iteration 14Q: 3 clusters Score -847599.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -847686.937500 Penalty: 4554.752441
	Iteration 15Q: 3 clusters Score -847686.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -847762.875000 Penalty: 4554.752441
	Iteration 16Q: 3 clusters Score -847762.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -847815.312500 Penalty: 4554.752441
	Iteration 17Q: 3 clusters Score -847815.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -847862.562500 Penalty: 4554.752441
	Iteration 18Q: 3 clusters Score -847862.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -847905.125000 Penalty: 4554.752441
	Iteration 19Q: 3 clusters Score -847905.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -847948.250000 Penalty: 4554.752441
	Iteration 20F: 3 clusters Score -847948.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -847979.187500 Penalty: 4554.752441
	Iteration 21Q: 3 clusters Score -847979.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -848003.500000 Penalty: 4554.752441
	Iteration 22Q: 3 clusters Score -848003.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -848028.875000 Penalty: 4554.752441
	Iteration 23Q: 3 clusters Score -848028.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -848049.187500 Penalty: 4554.752441
	Iteration 24Q: 3 clusters Score -848049.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -848068.250000 Penalty: 4554.752441
	Iteration 25Q: 3 clusters Score -848068.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -848083.375000 Penalty: 4554.752441
	Iteration 26Q: 3 clusters Score -848083.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -848097.500000 Penalty: 4554.752441
	Iteration 27Q: 3 clusters Score -848097.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -848109.187500 Penalty: 4554.752441
	Iteration 28Q: 3 clusters Score -848109.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -848120.125000 Penalty: 4554.752441
	Iteration 29Q: 3 clusters Score -848120.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -848123.750000 Penalty: 4554.752441
	Iteration 30Q: 3 clusters Score -848123.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -848129.000000 Penalty: 4554.752441
	Iteration 31Q: 3 clusters Score -848129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -848132.437500 Penalty: 4554.752441
	Iteration 32Q: 3 clusters Score -848132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -848134.875000 Penalty: 4554.752441
	Iteration 33Q: 3 clusters Score -848134.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -848138.000000 Penalty: 4554.752441
	Iteration 34Q: 3 clusters Score -848138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -848140.687500 Penalty: 4554.752441
	Iteration 35Q: 3 clusters Score -848140.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -848142.625000 Penalty: 4554.752441
	Iteration 36Q: 3 clusters Score -848142.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -848144.437500 Penalty: 4554.752441
	Iteration 37Q: 3 clusters Score -848144.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -848149.562500 Penalty: 4554.752441
	Iteration 38Q: 3 clusters Score -848149.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -848149.625000 Penalty: 4554.752441
	Iteration 39Q: 3 clusters Score -848149.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -848155.625000 Penalty: 4554.752441
	Iteration 40F: 3 clusters Score -848155.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -848162.062500 Penalty: 4554.752441
	Iteration 41Q: 3 clusters Score -848162.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -848163.687500 Penalty: 4554.752441
	Iteration 42Q: 3 clusters Score -848163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -848164.500000 Penalty: 4554.752441
	Iteration 43Q: 3 clusters Score -848164.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -848167.750000 Penalty: 4554.752441
	Iteration 44Q: 3 clusters Score -848167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -848165.875000 Penalty: 4554.752441
	Iteration 45Q: 3 clusters Score -848165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -848168.312500 Penalty: 4554.752441
	Iteration 46Q: 3 clusters Score -848168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -848167.812500 Penalty: 4554.752441
	Iteration 47Q: 3 clusters Score -848167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -848169.375000 Penalty: 4554.752441
	Iteration 48Q: 3 clusters Score -848169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -848167.812500 Penalty: 4554.752441
	Iteration 49Q: 3 clusters Score -848167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -848167.562500 Penalty: 4554.752441
	Iteration 50Q: 3 clusters Score -848167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -848166.125000 Penalty: 4554.752441
	Iteration 51Q: 3 clusters Score -848166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -848166.125000 Penalty: 4554.752441
	Iteration 52F: 3 clusters Score -848166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Entering Unmasked Estep 
Score: -1469580.875000 Penalty: 2413.782959
	Iteration 0F: 2 clusters Score -1469581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1457522.250000 Penalty: 4827.565918
	Iteration 0F: 3 clusters Score -1457522 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1461478.625000 Penalty: 4827.565918
	Iteration 1F: 3 clusters Score -1461479 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1461863.875000 Penalty: 4827.565918
	Iteration 2F: 3 clusters Score -1461864 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1462243.750000 Penalty: 4827.565918
	Iteration 3F: 3 clusters Score -1462244 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1462682.875000 Penalty: 4827.565918
	Iteration 4F: 3 clusters Score -1462683 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1463215.500000 Penalty: 4827.565918
	Iteration 5F: 3 clusters Score -1463216 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1463888.750000 Penalty: 4827.565918
	Iteration 6F: 3 clusters Score -1463889 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1464704.750000 Penalty: 4827.565918
	Iteration 7F: 3 clusters Score -1464705 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1465516.625000 Penalty: 4827.565918
	Iteration 8F: 3 clusters Score -1465517 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1466125.000000 Penalty: 4827.565918
	Iteration 9Q: 3 clusters Score -1466125 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1466561.375000 Penalty: 4827.565918
	Iteration 10Q: 3 clusters Score -1466561 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1466837.375000 Penalty: 4827.565918
	Iteration 11Q: 3 clusters Score -1466837 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1467046.625000 Penalty: 4827.565918
	Iteration 12Q: 3 clusters Score -1467047 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1467190.875000 Penalty: 4827.565918
	Iteration 13Q: 3 clusters Score -1467191 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1467282.375000 Penalty: 4827.565918
	Iteration 14Q: 3 clusters Score -1467282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1467352.250000 Penalty: 4827.565918
	Iteration 15Q: 3 clusters Score -1467352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1467408.750000 Penalty: 4827.565918
	Iteration 16Q: 3 clusters Score -1467409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1467441.750000 Penalty: 4827.565918
	Iteration 17Q: 3 clusters Score -1467442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1467464.375000 Penalty: 4827.565918
	Iteration 18Q: 3 clusters Score -1467464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1467471.875000 Penalty: 4827.565918
	Iteration 19Q: 3 clusters Score -1467472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1467482.000000 Penalty: 4827.565918
	Iteration 20F: 3 clusters Score -1467482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1467486.000000 Penalty: 4827.565918
	Iteration 21Q: 3 clusters Score -1467486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1467488.375000 Penalty: 4827.565918
	Iteration 22Q: 3 clusters Score -1467488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1467491.750000 Penalty: 4827.565918
	Iteration 23Q: 3 clusters Score -1467492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1467493.500000 Penalty: 4827.565918
	Iteration 24Q: 3 clusters Score -1467494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1467495.375000 Penalty: 4827.565918
	Iteration 25Q: 3 clusters Score -1467495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1467498.125000 Penalty: 4827.565918
	Iteration 26Q: 3 clusters Score -1467498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1467501.625000 Penalty: 4827.565918
	Iteration 27Q: 3 clusters Score -1467502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1467504.500000 Penalty: 4827.565918
	Iteration 28Q: 3 clusters Score -1467504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1467508.125000 Penalty: 4827.565918
	Iteration 29Q: 3 clusters Score -1467508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1467512.875000 Penalty: 4827.565918
	Iteration 30Q: 3 clusters Score -1467513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1467515.000000 Penalty: 4827.565918
	Iteration 31Q: 3 clusters Score -1467515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1467515.000000 Penalty: 4827.565918
	Iteration 32Q: 3 clusters Score -1467515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1467515.000000 Penalty: 4827.565918
	Iteration 33F: 3 clusters Score -1467515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Entering Unmasked Estep 
Score: -1080242.875000 Penalty: 2336.168213
	Iteration 0F: 2 clusters Score -1080243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1071080.000000 Penalty: 4672.336426
	Iteration 0F: 3 clusters Score -1071080 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1073884.000000 Penalty: 4672.336426
	Iteration 1F: 3 clusters Score -1073884 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1074278.875000 Penalty: 4672.336426
	Iteration 2F: 3 clusters Score -1074279 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1074656.000000 Penalty: 4672.336426
	Iteration 3F: 3 clusters Score -1074656 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1074978.500000 Penalty: 4672.336426
	Iteration 4F: 3 clusters Score -1074978 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1075230.250000 Penalty: 4672.336426
	Iteration 5Q: 3 clusters Score -1075230 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1075469.875000 Penalty: 4672.336426
	Iteration 6Q: 3 clusters Score -1075470 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1075725.500000 Penalty: 4672.336426
	Iteration 7Q: 3 clusters Score -1075726 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1076009.625000 Penalty: 4672.336426
	Iteration 8Q: 3 clusters Score -1076010 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1076338.000000 Penalty: 4672.336426
	Iteration 9Q: 3 clusters Score -1076338 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1076730.125000 Penalty: 4672.336426
	Iteration 10Q: 3 clusters Score -1076730 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1077172.125000 Penalty: 4672.336426
	Iteration 11Q: 3 clusters Score -1077172 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1077583.000000 Penalty: 4672.336426
	Iteration 12Q: 3 clusters Score -1077583 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1077931.250000 Penalty: 4672.336426
	Iteration 13Q: 3 clusters Score -1077931 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1078200.625000 Penalty: 4672.336426
	Iteration 14Q: 3 clusters Score -1078201 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1078400.625000 Penalty: 4672.336426
	Iteration 15Q: 3 clusters Score -1078401 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1078551.250000 Penalty: 4672.336426
	Iteration 16Q: 3 clusters Score -1078551 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1078634.250000 Penalty: 4672.336426
	Iteration 17Q: 3 clusters Score -1078634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1078673.000000 Penalty: 4672.336426
	Iteration 18Q: 3 clusters Score -1078673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1078695.625000 Penalty: 4672.336426
	Iteration 19Q: 3 clusters Score -1078696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1078710.000000 Penalty: 4672.336426
	Iteration 20F: 3 clusters Score -1078710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1078724.375000 Penalty: 4672.336426
	Iteration 21Q: 3 clusters Score -1078724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1078732.000000 Penalty: 4672.336426
	Iteration 22Q: 3 clusters Score -1078732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1078736.125000 Penalty: 4672.336426
	Iteration 23Q: 3 clusters Score -1078736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1078736.750000 Penalty: 4672.336426
	Iteration 24Q: 3 clusters Score -1078737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1078743.625000 Penalty: 4672.336426
	Iteration 25Q: 3 clusters Score -1078744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1078747.750000 Penalty: 4672.336426
	Iteration 26Q: 3 clusters Score -1078748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1078748.500000 Penalty: 4672.336426
	Iteration 27Q: 3 clusters Score -1078748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1078750.125000 Penalty: 4672.336426
	Iteration 28Q: 3 clusters Score -1078750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1078753.875000 Penalty: 4672.336426
	Iteration 29Q: 3 clusters Score -1078754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1078753.750000 Penalty: 4672.336426
	Iteration 30Q: 3 clusters Score -1078754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1078758.625000 Penalty: 4672.336426
	Iteration 31Q: 3 clusters Score -1078759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1078759.375000 Penalty: 4672.336426
	Iteration 32Q: 3 clusters Score -1078759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1078759.875000 Penalty: 4672.336426
	Iteration 33Q: 3 clusters Score -1078760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1078759.750000 Penalty: 4672.336426
	Iteration 34Q: 3 clusters Score -1078760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1078759.750000 Penalty: 4672.336426
	Iteration 35F: 3 clusters Score -1078760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Entering Unmasked Estep 
Score: -588685.062500 Penalty: 2211.858398
	Iteration 0F: 2 clusters Score -588685.1 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 3774 members 
Entering Unmasked Estep 
Score: -582619.750000 Penalty: 4423.716797
	Iteration 0F: 3 clusters Score -582619.8 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -584314.875000 Penalty: 4423.716797
	Iteration 1F: 3 clusters Score -584314.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -584635.312500 Penalty: 4423.716797
	Iteration 2F: 3 clusters Score -584635.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -584881.375000 Penalty: 4423.716797
	Iteration 3F: 3 clusters Score -584881.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -585099.250000 Penalty: 4423.716797
	Iteration 4Q: 3 clusters Score -585099.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -585304.937500 Penalty: 4423.716797
	Iteration 5Q: 3 clusters Score -585304.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -585489.312500 Penalty: 4423.716797
	Iteration 6Q: 3 clusters Score -585489.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -585615.562500 Penalty: 4423.716797
	Iteration 7Q: 3 clusters Score -585615.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -585716.937500 Penalty: 4423.716797
	Iteration 8Q: 3 clusters Score -585716.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -585814.875000 Penalty: 4423.716797
	Iteration 9Q: 3 clusters Score -585814.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -585893.875000 Penalty: 4423.716797
	Iteration 10Q: 3 clusters Score -585893.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -585962.812500 Penalty: 4423.716797
	Iteration 11Q: 3 clusters Score -585962.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -586029.312500 Penalty: 4423.716797
	Iteration 12Q: 3 clusters Score -586029.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -586110.812500 Penalty: 4423.716797
	Iteration 13Q: 3 clusters Score -586110.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -586213.062500 Penalty: 4423.716797
	Iteration 14Q: 3 clusters Score -586213.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -586325.250000 Penalty: 4423.716797
	Iteration 15Q: 3 clusters Score -586325.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -586451.125000 Penalty: 4423.716797
	Iteration 16Q: 3 clusters Score -586451.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -586605.312500 Penalty: 4423.716797
	Iteration 17Q: 3 clusters Score -586605.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -586719.187500 Penalty: 4423.716797
	Iteration 18Q: 3 clusters Score -586719.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -586808.562500 Penalty: 4423.716797
	Iteration 19Q: 3 clusters Score -586808.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -586892.125000 Penalty: 4423.716797
	Iteration 20F: 3 clusters Score -586892.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -586955.812500 Penalty: 4423.716797
	Iteration 21Q: 3 clusters Score -586955.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -586997.250000 Penalty: 4423.716797
	Iteration 22Q: 3 clusters Score -586997.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -587030.250000 Penalty: 4423.716797
	Iteration 23Q: 3 clusters Score -587030.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -587055.562500 Penalty: 4423.716797
	Iteration 24Q: 3 clusters Score -587055.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -587072.625000 Penalty: 4423.716797
	Iteration 25Q: 3 clusters Score -587072.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -587079.062500 Penalty: 4423.716797
	Iteration 26Q: 3 clusters Score -587079.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -587087.000000 Penalty: 4423.716797
	Iteration 27Q: 3 clusters Score -587087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -587094.312500 Penalty: 4423.716797
	Iteration 28Q: 3 clusters Score -587094.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -587100.562500 Penalty: 4423.716797
	Iteration 29Q: 3 clusters Score -587100.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -587105.562500 Penalty: 4423.716797
	Iteration 30Q: 3 clusters Score -587105.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -587112.000000 Penalty: 4423.716797
	Iteration 31Q: 3 clusters Score -587112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -587115.625000 Penalty: 4423.716797
	Iteration 32Q: 3 clusters Score -587115.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -587117.375000 Penalty: 4423.716797
	Iteration 33Q: 3 clusters Score -587117.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -587119.000000 Penalty: 4423.716797
	Iteration 34Q: 3 clusters Score -587119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -587119.500000 Penalty: 4423.716797
	Iteration 35Q: 3 clusters Score -587119.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -587120.812500 Penalty: 4423.716797
	Iteration 36Q: 3 clusters Score -587120.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -587121.937500 Penalty: 4423.716797
	Iteration 37Q: 3 clusters Score -587121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -587123.375000 Penalty: 4423.716797
	Iteration 38Q: 3 clusters Score -587123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -587123.187500 Penalty: 4423.716797
	Iteration 39Q: 3 clusters Score -587123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -587125.625000 Penalty: 4423.716797
	Iteration 40F: 3 clusters Score -587125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -587127.375000 Penalty: 4423.716797
	Iteration 41Q: 3 clusters Score -587127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -587128.875000 Penalty: 4423.716797
	Iteration 42Q: 3 clusters Score -587128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -587129.312500 Penalty: 4423.716797
	Iteration 43Q: 3 clusters Score -587129.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -587130.187500 Penalty: 4423.716797
	Iteration 44Q: 3 clusters Score -587130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -587132.125000 Penalty: 4423.716797
	Iteration 45Q: 3 clusters Score -587132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -587131.500000 Penalty: 4423.716797
	Iteration 46Q: 3 clusters Score -587131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -587132.250000 Penalty: 4423.716797
	Iteration 47Q: 3 clusters Score -587132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -587132.875000 Penalty: 4423.716797
	Iteration 48Q: 3 clusters Score -587132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -587134.062500 Penalty: 4423.716797
	Iteration 49Q: 3 clusters Score -587134.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -587135.312500 Penalty: 4423.716797
	Iteration 50Q: 3 clusters Score -587135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -587135.750000 Penalty: 4423.716797
	Iteration 51Q: 3 clusters Score -587135.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -587135.750000 Penalty: 4423.716797
	Iteration 52F: 3 clusters Score -587135.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -471684.906250 Penalty: 2130.798584
	Iteration 0F: 2 clusters Score -471684.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -466955.343750 Penalty: 4261.597168
	Iteration 0F: 3 clusters Score -466955.3 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -468139.812500 Penalty: 4261.597168
	Iteration 1F: 3 clusters Score -468139.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -468358.218750 Penalty: 4261.597168
	Iteration 2F: 3 clusters Score -468358.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -468496.937500 Penalty: 4261.597168
	Iteration 3Q: 3 clusters Score -468496.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -468598.187500 Penalty: 4261.597168
	Iteration 4Q: 3 clusters Score -468598.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -468691.750000 Penalty: 4261.597168
	Iteration 5Q: 3 clusters Score -468691.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -468776.125000 Penalty: 4261.597168
	Iteration 6Q: 3 clusters Score -468776.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -468854.656250 Penalty: 4261.597168
	Iteration 7Q: 3 clusters Score -468854.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -468936.562500 Penalty: 4261.597168
	Iteration 8Q: 3 clusters Score -468936.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -469032.343750 Penalty: 4261.597168
	Iteration 9Q: 3 clusters Score -469032.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -469129.531250 Penalty: 4261.597168
	Iteration 10Q: 3 clusters Score -469129.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -469219.375000 Penalty: 4261.597168
	Iteration 11Q: 3 clusters Score -469219.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -469297.125000 Penalty: 4261.597168
	Iteration 12Q: 3 clusters Score -469297.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -469372.156250 Penalty: 4261.597168
	Iteration 13Q: 3 clusters Score -469372.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -469444.125000 Penalty: 4261.597168
	Iteration 14Q: 3 clusters Score -469444.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -469504.531250 Penalty: 4261.597168
	Iteration 15Q: 3 clusters Score -469504.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -469554.000000 Penalty: 4261.597168
	Iteration 16Q: 3 clusters Score -469554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -469589.781250 Penalty: 4261.597168
	Iteration 17Q: 3 clusters Score -469589.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -469629.843750 Penalty: 4261.597168
	Iteration 18Q: 3 clusters Score -469629.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -469667.000000 Penalty: 4261.597168
	Iteration 19Q: 3 clusters Score -469667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -469705.281250 Penalty: 4261.597168
	Iteration 20F: 3 clusters Score -469705.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -469733.968750 Penalty: 4261.597168
	Iteration 21Q: 3 clusters Score -469734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -469758.031250 Penalty: 4261.597168
	Iteration 22Q: 3 clusters Score -469758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -469780.468750 Penalty: 4261.597168
	Iteration 23Q: 3 clusters Score -469780.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -469805.312500 Penalty: 4261.597168
	Iteration 24Q: 3 clusters Score -469805.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -469831.093750 Penalty: 4261.597168
	Iteration 25Q: 3 clusters Score -469831.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -469852.625000 Penalty: 4261.597168
	Iteration 26Q: 3 clusters Score -469852.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -469867.562500 Penalty: 4261.597168
	Iteration 27Q: 3 clusters Score -469867.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -469879.218750 Penalty: 4261.597168
	Iteration 28Q: 3 clusters Score -469879.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -469887.906250 Penalty: 4261.597168
	Iteration 29Q: 3 clusters Score -469887.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -469892.968750 Penalty: 4261.597168
	Iteration 30Q: 3 clusters Score -469893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -469899.093750 Penalty: 4261.597168
	Iteration 31Q: 3 clusters Score -469899.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -469901.687500 Penalty: 4261.597168
	Iteration 32Q: 3 clusters Score -469901.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -469904.718750 Penalty: 4261.597168
	Iteration 33Q: 3 clusters Score -469904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -469907.000000 Penalty: 4261.597168
	Iteration 34Q: 3 clusters Score -469907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -469907.968750 Penalty: 4261.597168
	Iteration 35Q: 3 clusters Score -469908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -469910.125000 Penalty: 4261.597168
	Iteration 36Q: 3 clusters Score -469910.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -469913.281250 Penalty: 4261.597168
	Iteration 37Q: 3 clusters Score -469913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -469913.968750 Penalty: 4261.597168
	Iteration 38Q: 3 clusters Score -469914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -469913.906250 Penalty: 4261.597168
	Iteration 39Q: 3 clusters Score -469913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -469915.125000 Penalty: 4261.597168
	Iteration 40F: 3 clusters Score -469915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -469916.406250 Penalty: 4261.597168
	Iteration 41Q: 3 clusters Score -469916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -469918.750000 Penalty: 4261.597168
	Iteration 42Q: 3 clusters Score -469918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -469919.031250 Penalty: 4261.597168
	Iteration 43Q: 3 clusters Score -469919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -469919.718750 Penalty: 4261.597168
	Iteration 44Q: 3 clusters Score -469919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -469919.375000 Penalty: 4261.597168
	Iteration 45Q: 3 clusters Score -469919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -469919.500000 Penalty: 4261.597168
	Iteration 46Q: 3 clusters Score -469919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -469920.687500 Penalty: 4261.597168
	Iteration 47Q: 3 clusters Score -469920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -469920.687500 Penalty: 4261.597168
	Iteration 48F: 3 clusters Score -469920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Entering Unmasked Estep 
Score: -2402504.500000 Penalty: 2550.739502
	Iteration 0F: 2 clusters Score -2402504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2382242.750000 Penalty: 5101.479004
	Iteration 0F: 3 clusters Score -2382243 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2389598.000000 Penalty: 5101.479004
	Iteration 1F: 3 clusters Score -2389598 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2390173.000000 Penalty: 5101.479004
	Iteration 2F: 3 clusters Score -2390173 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2390719.500000 Penalty: 5101.479004
	Iteration 3Q: 3 clusters Score -2390720 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2391321.250000 Penalty: 5101.479004
	Iteration 4Q: 3 clusters Score -2391321 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2392054.000000 Penalty: 5101.479004
	Iteration 5Q: 3 clusters Score -2392054 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2392920.250000 Penalty: 5101.479004
	Iteration 6F: 3 clusters Score -2392920 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2393927.250000 Penalty: 5101.479004
	Iteration 7F: 3 clusters Score -2393927 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2395018.000000 Penalty: 5101.479004
	Iteration 8F: 3 clusters Score -2395018 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2396172.500000 Penalty: 5101.479004
	Iteration 9F: 3 clusters Score -2396172 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2397217.750000 Penalty: 5101.479004
	Iteration 10Q: 3 clusters Score -2397218 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -2398116.000000 Penalty: 5101.479004
	Iteration 11Q: 3 clusters Score -2398116 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -2398812.000000 Penalty: 5101.479004
	Iteration 12Q: 3 clusters Score -2398812 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -2399358.250000 Penalty: 5101.479004
	Iteration 13Q: 3 clusters Score -2399358 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -2399754.000000 Penalty: 5101.479004
	Iteration 14Q: 3 clusters Score -2399754 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -2399990.500000 Penalty: 5101.479004
	Iteration 15Q: 3 clusters Score -2399990 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -2400135.250000 Penalty: 5101.479004
	Iteration 16Q: 3 clusters Score -2400135 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -2400219.250000 Penalty: 5101.479004
	Iteration 17Q: 3 clusters Score -2400219 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -2400277.500000 Penalty: 5101.479004
	Iteration 18Q: 3 clusters Score -2400278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -2400323.250000 Penalty: 5101.479004
	Iteration 19Q: 3 clusters Score -2400323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -2400353.500000 Penalty: 5101.479004
	Iteration 20F: 3 clusters Score -2400354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -2400381.250000 Penalty: 5101.479004
	Iteration 21Q: 3 clusters Score -2400381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -2400400.250000 Penalty: 5101.479004
	Iteration 22Q: 3 clusters Score -2400400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -2400415.500000 Penalty: 5101.479004
	Iteration 23Q: 3 clusters Score -2400416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -2400427.250000 Penalty: 5101.479004
	Iteration 24Q: 3 clusters Score -2400427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -2400442.500000 Penalty: 5101.479004
	Iteration 25Q: 3 clusters Score -2400442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -2400453.000000 Penalty: 5101.479004
	Iteration 26Q: 3 clusters Score -2400453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -2400475.250000 Penalty: 5101.479004
	Iteration 27Q: 3 clusters Score -2400475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -2400489.500000 Penalty: 5101.479004
	Iteration 28Q: 3 clusters Score -2400490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -2400502.000000 Penalty: 5101.479004
	Iteration 29Q: 3 clusters Score -2400502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -2400504.500000 Penalty: 5101.479004
	Iteration 30Q: 3 clusters Score -2400504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -2400513.500000 Penalty: 5101.479004
	Iteration 31Q: 3 clusters Score -2400514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -2400524.750000 Penalty: 5101.479004
	Iteration 32Q: 3 clusters Score -2400525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -2400531.250000 Penalty: 5101.479004
	Iteration 33Q: 3 clusters Score -2400531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -2400533.000000 Penalty: 5101.479004
	Iteration 34Q: 3 clusters Score -2400533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -2400535.000000 Penalty: 5101.479004
	Iteration 35Q: 3 clusters Score -2400535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -2400537.000000 Penalty: 5101.479004
	Iteration 36Q: 3 clusters Score -2400537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -2400536.500000 Penalty: 5101.479004
	Iteration 37Q: 3 clusters Score -2400536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -2400540.250000 Penalty: 5101.479004
	Iteration 38Q: 3 clusters Score -2400540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -2400540.250000 Penalty: 5101.479004
	Iteration 39Q: 3 clusters Score -2400540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -2400540.000000 Penalty: 5101.479004
	Iteration 40F: 3 clusters Score -2400540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Entering Unmasked Estep 
Score: -1261092.625000 Penalty: 2379.354980
	Iteration 0F: 2 clusters Score -1261093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1250542.875000 Penalty: 4758.709961
	Iteration 0F: 3 clusters Score -1250543 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1253889.125000 Penalty: 4758.709961
	Iteration 1F: 3 clusters Score -1253889 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1254220.000000 Penalty: 4758.709961
	Iteration 2F: 3 clusters Score -1254220 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1254487.375000 Penalty: 4758.709961
	Iteration 3Q: 3 clusters Score -1254487 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1254701.250000 Penalty: 4758.709961
	Iteration 4Q: 3 clusters Score -1254701 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1254918.125000 Penalty: 4758.709961
	Iteration 5Q: 3 clusters Score -1254918 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1255154.500000 Penalty: 4758.709961
	Iteration 6Q: 3 clusters Score -1255154 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1255419.375000 Penalty: 4758.709961
	Iteration 7Q: 3 clusters Score -1255419 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1255740.500000 Penalty: 4758.709961
	Iteration 8Q: 3 clusters Score -1255740 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1256091.750000 Penalty: 4758.709961
	Iteration 9Q: 3 clusters Score -1256092 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1256482.250000 Penalty: 4758.709961
	Iteration 10Q: 3 clusters Score -1256482 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1256877.750000 Penalty: 4758.709961
	Iteration 11Q: 3 clusters Score -1256878 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1257234.750000 Penalty: 4758.709961
	Iteration 12Q: 3 clusters Score -1257235 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1257582.375000 Penalty: 4758.709961
	Iteration 13Q: 3 clusters Score -1257582 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1257895.250000 Penalty: 4758.709961
	Iteration 14Q: 3 clusters Score -1257895 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1258203.875000 Penalty: 4758.709961
	Iteration 15Q: 3 clusters Score -1258204 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1258431.875000 Penalty: 4758.709961
	Iteration 16Q: 3 clusters Score -1258432 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1258616.250000 Penalty: 4758.709961
	Iteration 17Q: 3 clusters Score -1258616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1258775.750000 Penalty: 4758.709961
	Iteration 18Q: 3 clusters Score -1258776 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1258886.750000 Penalty: 4758.709961
	Iteration 19Q: 3 clusters Score -1258887 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1258962.875000 Penalty: 4758.709961
	Iteration 20F: 3 clusters Score -1258963 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1259021.875000 Penalty: 4758.709961
	Iteration 21Q: 3 clusters Score -1259022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1259057.000000 Penalty: 4758.709961
	Iteration 22Q: 3 clusters Score -1259057 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1259081.875000 Penalty: 4758.709961
	Iteration 23Q: 3 clusters Score -1259082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1259111.000000 Penalty: 4758.709961
	Iteration 24Q: 3 clusters Score -1259111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1259135.125000 Penalty: 4758.709961
	Iteration 25Q: 3 clusters Score -1259135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1259150.875000 Penalty: 4758.709961
	Iteration 26Q: 3 clusters Score -1259151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1259170.875000 Penalty: 4758.709961
	Iteration 27Q: 3 clusters Score -1259171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1259180.625000 Penalty: 4758.709961
	Iteration 28Q: 3 clusters Score -1259181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1259188.375000 Penalty: 4758.709961
	Iteration 29Q: 3 clusters Score -1259188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1259191.625000 Penalty: 4758.709961
	Iteration 30Q: 3 clusters Score -1259192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1259194.375000 Penalty: 4758.709961
	Iteration 31Q: 3 clusters Score -1259194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1259196.250000 Penalty: 4758.709961
	Iteration 32Q: 3 clusters Score -1259196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1259201.500000 Penalty: 4758.709961
	Iteration 33Q: 3 clusters Score -1259202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1259204.500000 Penalty: 4758.709961
	Iteration 34Q: 3 clusters Score -1259204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1259204.125000 Penalty: 4758.709961
	Iteration 35Q: 3 clusters Score -1259204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1259206.625000 Penalty: 4758.709961
	Iteration 36Q: 3 clusters Score -1259207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1259210.500000 Penalty: 4758.709961
	Iteration 37Q: 3 clusters Score -1259210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1259209.875000 Penalty: 4758.709961
	Iteration 38Q: 3 clusters Score -1259210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1259213.875000 Penalty: 4758.709961
	Iteration 39Q: 3 clusters Score -1259214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1259215.250000 Penalty: 4758.709961
	Iteration 40F: 3 clusters Score -1259215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1259214.500000 Penalty: 4758.709961
	Iteration 41Q: 3 clusters Score -1259214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1259217.750000 Penalty: 4758.709961
	Iteration 42Q: 3 clusters Score -1259218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1259222.500000 Penalty: 4758.709961
	Iteration 43Q: 3 clusters Score -1259222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1259222.000000 Penalty: 4758.709961
	Iteration 44Q: 3 clusters Score -1259222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1259222.000000 Penalty: 4758.709961
	Iteration 45Q: 3 clusters Score -1259222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1259223.125000 Penalty: 4758.709961
	Iteration 46Q: 3 clusters Score -1259223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1259222.375000 Penalty: 4758.709961
	Iteration 47Q: 3 clusters Score -1259222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1259226.375000 Penalty: 4758.709961
	Iteration 48Q: 3 clusters Score -1259226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1259226.250000 Penalty: 4758.709961
	Iteration 49Q: 3 clusters Score -1259226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1259230.250000 Penalty: 4758.709961
	Iteration 50Q: 3 clusters Score -1259230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1259230.500000 Penalty: 4758.709961
	Iteration 51Q: 3 clusters Score -1259230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1259235.500000 Penalty: 4758.709961
	Iteration 52Q: 3 clusters Score -1259236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1259239.000000 Penalty: 4758.709961
	Iteration 53Q: 3 clusters Score -1259239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1259246.250000 Penalty: 4758.709961
	Iteration 54Q: 3 clusters Score -1259246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1259246.875000 Penalty: 4758.709961
	Iteration 55Q: 3 clusters Score -1259247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1259249.875000 Penalty: 4758.709961
	Iteration 56Q: 3 clusters Score -1259250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1259258.375000 Penalty: 4758.709961
	Iteration 57Q: 3 clusters Score -1259258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1259258.875000 Penalty: 4758.709961
	Iteration 58Q: 3 clusters Score -1259259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1259258.875000 Penalty: 4758.709961
	Iteration 59Q: 3 clusters Score -1259259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1259263.375000 Penalty: 4758.709961
	Iteration 60F: 3 clusters Score -1259263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1259270.125000 Penalty: 4758.709961
	Iteration 61Q: 3 clusters Score -1259270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1259272.875000 Penalty: 4758.709961
	Iteration 62Q: 3 clusters Score -1259273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1259275.625000 Penalty: 4758.709961
	Iteration 63Q: 3 clusters Score -1259276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1259278.875000 Penalty: 4758.709961
	Iteration 64Q: 3 clusters Score -1259279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1259282.500000 Penalty: 4758.709961
	Iteration 65Q: 3 clusters Score -1259282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1259286.250000 Penalty: 4758.709961
	Iteration 66Q: 3 clusters Score -1259286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1259284.625000 Penalty: 4758.709961
	Iteration 67Q: 3 clusters Score -1259285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1259284.625000 Penalty: 4758.709961
	Iteration 68F: 3 clusters Score -1259285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Entering Unmasked Estep 
Score: -824042.125000 Penalty: 2272.095459
	Iteration 0F: 2 clusters Score -824042.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -816566.062500 Penalty: 4544.190918
	Iteration 0F: 3 clusters Score -816566.1 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -818680.625000 Penalty: 4544.190918
	Iteration 1F: 3 clusters Score -818680.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -818991.437500 Penalty: 4544.190918
	Iteration 2F: 3 clusters Score -818991.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -819240.375000 Penalty: 4544.190918
	Iteration 3F: 3 clusters Score -819240.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -819506.562500 Penalty: 4544.190918
	Iteration 4F: 3 clusters Score -819506.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -819818.625000 Penalty: 4544.190918
	Iteration 5F: 3 clusters Score -819818.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -820146.375000 Penalty: 4544.190918
	Iteration 6F: 3 clusters Score -820146.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -820454.062500 Penalty: 4544.190918
	Iteration 7Q: 3 clusters Score -820454.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -820732.812500 Penalty: 4544.190918
	Iteration 8Q: 3 clusters Score -820732.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -820971.312500 Penalty: 4544.190918
	Iteration 9Q: 3 clusters Score -820971.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -821163.000000 Penalty: 4544.190918
	Iteration 10Q: 3 clusters Score -821163 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -821319.375000 Penalty: 4544.190918
	Iteration 11Q: 3 clusters Score -821319.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -821448.875000 Penalty: 4544.190918
	Iteration 12Q: 3 clusters Score -821448.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -821574.000000 Penalty: 4544.190918
	Iteration 13Q: 3 clusters Score -821574 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -821689.562500 Penalty: 4544.190918
	Iteration 14Q: 3 clusters Score -821689.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -821777.375000 Penalty: 4544.190918
	Iteration 15Q: 3 clusters Score -821777.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -821847.062500 Penalty: 4544.190918
	Iteration 16Q: 3 clusters Score -821847.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -821913.500000 Penalty: 4544.190918
	Iteration 17Q: 3 clusters Score -821913.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -821955.562500 Penalty: 4544.190918
	Iteration 18Q: 3 clusters Score -821955.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -821988.187500 Penalty: 4544.190918
	Iteration 19Q: 3 clusters Score -821988.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -822012.625000 Penalty: 4544.190918
	Iteration 20F: 3 clusters Score -822012.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -822032.750000 Penalty: 4544.190918
	Iteration 21Q: 3 clusters Score -822032.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -822048.125000 Penalty: 4544.190918
	Iteration 22Q: 3 clusters Score -822048.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -822063.000000 Penalty: 4544.190918
	Iteration 23Q: 3 clusters Score -822063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -822076.812500 Penalty: 4544.190918
	Iteration 24Q: 3 clusters Score -822076.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -822088.937500 Penalty: 4544.190918
	Iteration 25Q: 3 clusters Score -822088.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -822096.375000 Penalty: 4544.190918
	Iteration 26Q: 3 clusters Score -822096.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -822105.000000 Penalty: 4544.190918
	Iteration 27Q: 3 clusters Score -822105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -822105.187500 Penalty: 4544.190918
	Iteration 28Q: 3 clusters Score -822105.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -822111.937500 Penalty: 4544.190918
	Iteration 29Q: 3 clusters Score -822111.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -822113.000000 Penalty: 4544.190918
	Iteration 30Q: 3 clusters Score -822113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -822118.062500 Penalty: 4544.190918
	Iteration 31Q: 3 clusters Score -822118.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -822116.562500 Penalty: 4544.190918
	Iteration 32Q: 3 clusters Score -822116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -822120.937500 Penalty: 4544.190918
	Iteration 33Q: 3 clusters Score -822120.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -822123.062500 Penalty: 4544.190918
	Iteration 34Q: 3 clusters Score -822123.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -822130.312500 Penalty: 4544.190918
	Iteration 35Q: 3 clusters Score -822130.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -822135.750000 Penalty: 4544.190918
	Iteration 36Q: 3 clusters Score -822135.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -822136.187500 Penalty: 4544.190918
	Iteration 37Q: 3 clusters Score -822136.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -822141.750000 Penalty: 4544.190918
	Iteration 38Q: 3 clusters Score -822141.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -822144.062500 Penalty: 4544.190918
	Iteration 39Q: 3 clusters Score -822144.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -822146.250000 Penalty: 4544.190918
	Iteration 40F: 3 clusters Score -822146.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -822148.812500 Penalty: 4544.190918
	Iteration 41Q: 3 clusters Score -822148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -822149.000000 Penalty: 4544.190918
	Iteration 42Q: 3 clusters Score -822149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -822148.312500 Penalty: 4544.190918
	Iteration 43Q: 3 clusters Score -822148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -822149.375000 Penalty: 4544.190918
	Iteration 44Q: 3 clusters Score -822149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -822149.875000 Penalty: 4544.190918
	Iteration 45Q: 3 clusters Score -822149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -822151.812500 Penalty: 4544.190918
	Iteration 46Q: 3 clusters Score -822151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -822154.625000 Penalty: 4544.190918
	Iteration 47Q: 3 clusters Score -822154.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -822155.562500 Penalty: 4544.190918
	Iteration 48Q: 3 clusters Score -822155.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -822156.875000 Penalty: 4544.190918
	Iteration 49Q: 3 clusters Score -822156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -822161.187500 Penalty: 4544.190918
	Iteration 50Q: 3 clusters Score -822161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -822161.687500 Penalty: 4544.190918
	Iteration 51Q: 3 clusters Score -822161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -822162.437500 Penalty: 4544.190918
	Iteration 52Q: 3 clusters Score -822162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -822161.562500 Penalty: 4544.190918
	Iteration 53Q: 3 clusters Score -822161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -822163.062500 Penalty: 4544.190918
	Iteration 54Q: 3 clusters Score -822163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -822164.000000 Penalty: 4544.190918
	Iteration 55Q: 3 clusters Score -822164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -822164.625000 Penalty: 4544.190918
	Iteration 56Q: 3 clusters Score -822164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -822165.250000 Penalty: 4544.190918
	Iteration 57Q: 3 clusters Score -822165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -822165.500000 Penalty: 4544.190918
	Iteration 58Q: 3 clusters Score -822165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -822167.375000 Penalty: 4544.190918
	Iteration 59Q: 3 clusters Score -822167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -822168.312500 Penalty: 4544.190918
	Iteration 60F: 3 clusters Score -822168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -822166.562500 Penalty: 4544.190918
	Iteration 61Q: 3 clusters Score -822166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -822167.375000 Penalty: 4544.190918
	Iteration 62Q: 3 clusters Score -822167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -822167.375000 Penalty: 4544.190918
	Iteration 63F: 3 clusters Score -822167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -253861.156250 Penalty: 2005.353394
	Iteration 0F: 2 clusters Score -253861.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -250423.609375 Penalty: 4010.706787
	Iteration 0F: 3 clusters Score -250423.6 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -251184.750000 Penalty: 4010.706787
	Iteration 1F: 3 clusters Score -251184.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -251401.171875 Penalty: 4010.706787
	Iteration 2F: 3 clusters Score -251401.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -251559.750000 Penalty: 4010.706787
	Iteration 3F: 3 clusters Score -251559.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -251680.812500 Penalty: 4010.706787
	Iteration 4Q: 3 clusters Score -251680.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -251782.203125 Penalty: 4010.706787
	Iteration 5Q: 3 clusters Score -251782.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -251883.718750 Penalty: 4010.706787
	Iteration 6Q: 3 clusters Score -251883.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -251956.406250 Penalty: 4010.706787
	Iteration 7Q: 3 clusters Score -251956.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -252024.500000 Penalty: 4010.706787
	Iteration 8Q: 3 clusters Score -252024.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -252090.796875 Penalty: 4010.706787
	Iteration 9Q: 3 clusters Score -252090.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -252143.984375 Penalty: 4010.706787
	Iteration 10Q: 3 clusters Score -252144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -252179.859375 Penalty: 4010.706787
	Iteration 11Q: 3 clusters Score -252179.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -252208.453125 Penalty: 4010.706787
	Iteration 12Q: 3 clusters Score -252208.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -252231.671875 Penalty: 4010.706787
	Iteration 13Q: 3 clusters Score -252231.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -252249.921875 Penalty: 4010.706787
	Iteration 14Q: 3 clusters Score -252249.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -252265.078125 Penalty: 4010.706787
	Iteration 15Q: 3 clusters Score -252265.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -252277.312500 Penalty: 4010.706787
	Iteration 16Q: 3 clusters Score -252277.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -252291.593750 Penalty: 4010.706787
	Iteration 17Q: 3 clusters Score -252291.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -252307.453125 Penalty: 4010.706787
	Iteration 18Q: 3 clusters Score -252307.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -252321.562500 Penalty: 4010.706787
	Iteration 19Q: 3 clusters Score -252321.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -252340.500000 Penalty: 4010.706787
	Iteration 20F: 3 clusters Score -252340.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -252360.203125 Penalty: 4010.706787
	Iteration 21Q: 3 clusters Score -252360.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -252374.015625 Penalty: 4010.706787
	Iteration 22Q: 3 clusters Score -252374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -252387.671875 Penalty: 4010.706787
	Iteration 23Q: 3 clusters Score -252387.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -252397.906250 Penalty: 4010.706787
	Iteration 24Q: 3 clusters Score -252397.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -252413.937500 Penalty: 4010.706787
	Iteration 25Q: 3 clusters Score -252413.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -252427.000000 Penalty: 4010.706787
	Iteration 26Q: 3 clusters Score -252427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -252433.125000 Penalty: 4010.706787
	Iteration 27Q: 3 clusters Score -252433.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -252440.906250 Penalty: 4010.706787
	Iteration 28Q: 3 clusters Score -252440.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -252449.250000 Penalty: 4010.706787
	Iteration 29Q: 3 clusters Score -252449.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -252455.937500 Penalty: 4010.706787
	Iteration 30Q: 3 clusters Score -252455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -252460.890625 Penalty: 4010.706787
	Iteration 31Q: 3 clusters Score -252460.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -252465.890625 Penalty: 4010.706787
	Iteration 32Q: 3 clusters Score -252465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -252469.656250 Penalty: 4010.706787
	Iteration 33Q: 3 clusters Score -252469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -252472.859375 Penalty: 4010.706787
	Iteration 34Q: 3 clusters Score -252472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -252477.171875 Penalty: 4010.706787
	Iteration 35Q: 3 clusters Score -252477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -252481.843750 Penalty: 4010.706787
	Iteration 36Q: 3 clusters Score -252481.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -252489.843750 Penalty: 4010.706787
	Iteration 37Q: 3 clusters Score -252489.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -252502.703125 Penalty: 4010.706787
	Iteration 38Q: 3 clusters Score -252502.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -252513.312500 Penalty: 4010.706787
	Iteration 39Q: 3 clusters Score -252513.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -252522.656250 Penalty: 4010.706787
	Iteration 40F: 3 clusters Score -252522.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -252534.453125 Penalty: 4010.706787
	Iteration 41Q: 3 clusters Score -252534.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -252541.546875 Penalty: 4010.706787
	Iteration 42Q: 3 clusters Score -252541.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -252547.390625 Penalty: 4010.706787
	Iteration 43Q: 3 clusters Score -252547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -252551.468750 Penalty: 4010.706787
	Iteration 44Q: 3 clusters Score -252551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -252556.453125 Penalty: 4010.706787
	Iteration 45Q: 3 clusters Score -252556.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -252558.640625 Penalty: 4010.706787
	Iteration 46Q: 3 clusters Score -252558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -252559.640625 Penalty: 4010.706787
	Iteration 47Q: 3 clusters Score -252559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -252560.375000 Penalty: 4010.706787
	Iteration 48Q: 3 clusters Score -252560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -252560.375000 Penalty: 4010.706787
	Iteration 49F: 3 clusters Score -252560.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Entering Unmasked Estep 
Score: -1028287.125000 Penalty: 2338.589600
	Iteration 0F: 2 clusters Score -1028287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1019056.937500 Penalty: 4677.179199
	Iteration 0F: 3 clusters Score -1019057 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1021892.000000 Penalty: 4677.179199
	Iteration 1F: 3 clusters Score -1021892 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1022276.187500 Penalty: 4677.179199
	Iteration 2F: 3 clusters Score -1022276 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1022637.437500 Penalty: 4677.179199
	Iteration 3F: 3 clusters Score -1022637 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1022996.937500 Penalty: 4677.179199
	Iteration 4F: 3 clusters Score -1022997 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1023359.062500 Penalty: 4677.179199
	Iteration 5F: 3 clusters Score -1023359 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1023770.812500 Penalty: 4677.179199
	Iteration 6F: 3 clusters Score -1023771 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1024269.250000 Penalty: 4677.179199
	Iteration 7F: 3 clusters Score -1024269 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1024743.687500 Penalty: 4677.179199
	Iteration 8F: 3 clusters Score -1024744 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1025095.500000 Penalty: 4677.179199
	Iteration 9Q: 3 clusters Score -1025096 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1025375.562500 Penalty: 4677.179199
	Iteration 10Q: 3 clusters Score -1025376 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1025597.250000 Penalty: 4677.179199
	Iteration 11Q: 3 clusters Score -1025597 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1025770.562500 Penalty: 4677.179199
	Iteration 12Q: 3 clusters Score -1025771 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1025915.375000 Penalty: 4677.179199
	Iteration 13Q: 3 clusters Score -1025915 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1026023.687500 Penalty: 4677.179199
	Iteration 14Q: 3 clusters Score -1026024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1026109.875000 Penalty: 4677.179199
	Iteration 15Q: 3 clusters Score -1026110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1026171.500000 Penalty: 4677.179199
	Iteration 16Q: 3 clusters Score -1026172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1026220.062500 Penalty: 4677.179199
	Iteration 17Q: 3 clusters Score -1026220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1026253.187500 Penalty: 4677.179199
	Iteration 18Q: 3 clusters Score -1026253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1026282.125000 Penalty: 4677.179199
	Iteration 19Q: 3 clusters Score -1026282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1026296.000000 Penalty: 4677.179199
	Iteration 20F: 3 clusters Score -1026296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1026310.125000 Penalty: 4677.179199
	Iteration 21Q: 3 clusters Score -1026310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1026322.250000 Penalty: 4677.179199
	Iteration 22Q: 3 clusters Score -1026322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1026334.437500 Penalty: 4677.179199
	Iteration 23Q: 3 clusters Score -1026334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1026344.187500 Penalty: 4677.179199
	Iteration 24Q: 3 clusters Score -1026344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1026349.125000 Penalty: 4677.179199
	Iteration 25Q: 3 clusters Score -1026349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1026351.062500 Penalty: 4677.179199
	Iteration 26Q: 3 clusters Score -1026351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1026352.812500 Penalty: 4677.179199
	Iteration 27Q: 3 clusters Score -1026353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1026353.562500 Penalty: 4677.179199
	Iteration 28Q: 3 clusters Score -1026354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1026355.875000 Penalty: 4677.179199
	Iteration 29Q: 3 clusters Score -1026356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1026356.125000 Penalty: 4677.179199
	Iteration 30Q: 3 clusters Score -1026356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1026357.625000 Penalty: 4677.179199
	Iteration 31Q: 3 clusters Score -1026358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1026363.500000 Penalty: 4677.179199
	Iteration 32Q: 3 clusters Score -1026364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1026364.937500 Penalty: 4677.179199
	Iteration 33Q: 3 clusters Score -1026365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1026369.562500 Penalty: 4677.179199
	Iteration 34Q: 3 clusters Score -1026370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1026374.250000 Penalty: 4677.179199
	Iteration 35Q: 3 clusters Score -1026374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1026378.500000 Penalty: 4677.179199
	Iteration 36Q: 3 clusters Score -1026378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1026380.062500 Penalty: 4677.179199
	Iteration 37Q: 3 clusters Score -1026380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1026385.562500 Penalty: 4677.179199
	Iteration 38Q: 3 clusters Score -1026386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1026387.375000 Penalty: 4677.179199
	Iteration 39Q: 3 clusters Score -1026387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1026391.812500 Penalty: 4677.179199
	Iteration 40F: 3 clusters Score -1026392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1026390.750000 Penalty: 4677.179199
	Iteration 41Q: 3 clusters Score -1026391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1026391.562500 Penalty: 4677.179199
	Iteration 42Q: 3 clusters Score -1026392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1026391.562500 Penalty: 4677.179199
	Iteration 43F: 3 clusters Score -1026392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Entering Unmasked Estep 
Score: -646313.937500 Penalty: 2230.493164
	Iteration 0F: 2 clusters Score -646313.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -639883.312500 Penalty: 4460.986328
	Iteration 0F: 3 clusters Score -639883.3 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -641651.000000 Penalty: 4460.986328
	Iteration 1F: 3 clusters Score -641651 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -641915.250000 Penalty: 4460.986328
	Iteration 2F: 3 clusters Score -641915.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -642077.437500 Penalty: 4460.986328
	Iteration 3Q: 3 clusters Score -642077.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -642219.437500 Penalty: 4460.986328
	Iteration 4Q: 3 clusters Score -642219.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -642352.562500 Penalty: 4460.986328
	Iteration 5Q: 3 clusters Score -642352.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -642474.875000 Penalty: 4460.986328
	Iteration 6Q: 3 clusters Score -642474.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -642575.000000 Penalty: 4460.986328
	Iteration 7Q: 3 clusters Score -642575 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -642666.812500 Penalty: 4460.986328
	Iteration 8Q: 3 clusters Score -642666.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -642768.375000 Penalty: 4460.986328
	Iteration 9Q: 3 clusters Score -642768.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -642880.687500 Penalty: 4460.986328
	Iteration 10Q: 3 clusters Score -642880.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -643002.937500 Penalty: 4460.986328
	Iteration 11Q: 3 clusters Score -643002.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -643132.187500 Penalty: 4460.986328
	Iteration 12Q: 3 clusters Score -643132.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -643247.125000 Penalty: 4460.986328
	Iteration 13Q: 3 clusters Score -643247.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -643357.750000 Penalty: 4460.986328
	Iteration 14Q: 3 clusters Score -643357.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -643478.500000 Penalty: 4460.986328
	Iteration 15Q: 3 clusters Score -643478.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -643616.250000 Penalty: 4460.986328
	Iteration 16Q: 3 clusters Score -643616.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -643757.562500 Penalty: 4460.986328
	Iteration 17Q: 3 clusters Score -643757.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -643885.937500 Penalty: 4460.986328
	Iteration 18Q: 3 clusters Score -643885.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -643970.750000 Penalty: 4460.986328
	Iteration 19Q: 3 clusters Score -643970.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -644045.000000 Penalty: 4460.986328
	Iteration 20F: 3 clusters Score -644045 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -644114.937500 Penalty: 4460.986328
	Iteration 21Q: 3 clusters Score -644114.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -644176.937500 Penalty: 4460.986328
	Iteration 22Q: 3 clusters Score -644176.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -644234.562500 Penalty: 4460.986328
	Iteration 23Q: 3 clusters Score -644234.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -644283.812500 Penalty: 4460.986328
	Iteration 24Q: 3 clusters Score -644283.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -644330.062500 Penalty: 4460.986328
	Iteration 25Q: 3 clusters Score -644330.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -644370.125000 Penalty: 4460.986328
	Iteration 26Q: 3 clusters Score -644370.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -644397.500000 Penalty: 4460.986328
	Iteration 27Q: 3 clusters Score -644397.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -644418.187500 Penalty: 4460.986328
	Iteration 28Q: 3 clusters Score -644418.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -644438.000000 Penalty: 4460.986328
	Iteration 29Q: 3 clusters Score -644438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -644452.875000 Penalty: 4460.986328
	Iteration 30Q: 3 clusters Score -644452.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -644461.812500 Penalty: 4460.986328
	Iteration 31Q: 3 clusters Score -644461.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -644472.625000 Penalty: 4460.986328
	Iteration 32Q: 3 clusters Score -644472.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -644482.500000 Penalty: 4460.986328
	Iteration 33Q: 3 clusters Score -644482.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -644488.375000 Penalty: 4460.986328
	Iteration 34Q: 3 clusters Score -644488.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -644492.875000 Penalty: 4460.986328
	Iteration 35Q: 3 clusters Score -644492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -644496.375000 Penalty: 4460.986328
	Iteration 36Q: 3 clusters Score -644496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -644500.437500 Penalty: 4460.986328
	Iteration 37Q: 3 clusters Score -644500.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -644505.625000 Penalty: 4460.986328
	Iteration 38Q: 3 clusters Score -644505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -644507.187500 Penalty: 4460.986328
	Iteration 39Q: 3 clusters Score -644507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -644510.000000 Penalty: 4460.986328
	Iteration 40F: 3 clusters Score -644510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -644512.312500 Penalty: 4460.986328
	Iteration 41Q: 3 clusters Score -644512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -644514.812500 Penalty: 4460.986328
	Iteration 42Q: 3 clusters Score -644514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -644515.375000 Penalty: 4460.986328
	Iteration 43Q: 3 clusters Score -644515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -644515.687500 Penalty: 4460.986328
	Iteration 44Q: 3 clusters Score -644515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -644516.562500 Penalty: 4460.986328
	Iteration 45Q: 3 clusters Score -644516.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -644519.437500 Penalty: 4460.986328
	Iteration 46Q: 3 clusters Score -644519.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -644520.937500 Penalty: 4460.986328
	Iteration 47Q: 3 clusters Score -644520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -644522.812500 Penalty: 4460.986328
	Iteration 48Q: 3 clusters Score -644522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -644525.625000 Penalty: 4460.986328
	Iteration 49Q: 3 clusters Score -644525.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -644526.437500 Penalty: 4460.986328
	Iteration 50Q: 3 clusters Score -644526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -644526.437500 Penalty: 4460.986328
	Iteration 51F: 3 clusters Score -644526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Entering Unmasked Estep 
Score: -679799.687500 Penalty: 2219.699951
	Iteration 0F: 2 clusters Score -679799.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -673587.312500 Penalty: 4439.399902
	Iteration 0F: 3 clusters Score -673587.3 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -675206.875000 Penalty: 4439.399902
	Iteration 1F: 3 clusters Score -675206.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -675500.062500 Penalty: 4439.399902
	Iteration 2F: 3 clusters Score -675500.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -675690.562500 Penalty: 4439.399902
	Iteration 3F: 3 clusters Score -675690.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -675815.562500 Penalty: 4439.399902
	Iteration 4Q: 3 clusters Score -675815.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -675900.437500 Penalty: 4439.399902
	Iteration 5Q: 3 clusters Score -675900.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -675961.375000 Penalty: 4439.399902
	Iteration 6Q: 3 clusters Score -675961.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -676009.625000 Penalty: 4439.399902
	Iteration 7Q: 3 clusters Score -676009.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -676054.562500 Penalty: 4439.399902
	Iteration 8Q: 3 clusters Score -676054.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -676097.375000 Penalty: 4439.399902
	Iteration 9Q: 3 clusters Score -676097.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -676152.062500 Penalty: 4439.399902
	Iteration 10Q: 3 clusters Score -676152.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -676209.125000 Penalty: 4439.399902
	Iteration 11Q: 3 clusters Score -676209.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -676277.687500 Penalty: 4439.399902
	Iteration 12Q: 3 clusters Score -676277.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -676346.500000 Penalty: 4439.399902
	Iteration 13Q: 3 clusters Score -676346.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -676419.125000 Penalty: 4439.399902
	Iteration 14Q: 3 clusters Score -676419.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -676488.312500 Penalty: 4439.399902
	Iteration 15Q: 3 clusters Score -676488.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -676551.812500 Penalty: 4439.399902
	Iteration 16Q: 3 clusters Score -676551.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -676606.000000 Penalty: 4439.399902
	Iteration 17Q: 3 clusters Score -676606 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -676662.812500 Penalty: 4439.399902
	Iteration 18Q: 3 clusters Score -676662.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -676718.500000 Penalty: 4439.399902
	Iteration 19Q: 3 clusters Score -676718.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -676766.250000 Penalty: 4439.399902
	Iteration 20F: 3 clusters Score -676766.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -676814.437500 Penalty: 4439.399902
	Iteration 21Q: 3 clusters Score -676814.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -676858.500000 Penalty: 4439.399902
	Iteration 22Q: 3 clusters Score -676858.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -676909.500000 Penalty: 4439.399902
	Iteration 23Q: 3 clusters Score -676909.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -676953.937500 Penalty: 4439.399902
	Iteration 24Q: 3 clusters Score -676953.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -676996.687500 Penalty: 4439.399902
	Iteration 25Q: 3 clusters Score -676996.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -677047.562500 Penalty: 4439.399902
	Iteration 26Q: 3 clusters Score -677047.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -677103.750000 Penalty: 4439.399902
	Iteration 27Q: 3 clusters Score -677103.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -677157.687500 Penalty: 4439.399902
	Iteration 28Q: 3 clusters Score -677157.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -677218.312500 Penalty: 4439.399902
	Iteration 29Q: 3 clusters Score -677218.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -677273.625000 Penalty: 4439.399902
	Iteration 30Q: 3 clusters Score -677273.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -677333.750000 Penalty: 4439.399902
	Iteration 31Q: 3 clusters Score -677333.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -677395.187500 Penalty: 4439.399902
	Iteration 32Q: 3 clusters Score -677395.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -677462.062500 Penalty: 4439.399902
	Iteration 33Q: 3 clusters Score -677462.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -677514.375000 Penalty: 4439.399902
	Iteration 34Q: 3 clusters Score -677514.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -677565.500000 Penalty: 4439.399902
	Iteration 35Q: 3 clusters Score -677565.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -677599.875000 Penalty: 4439.399902
	Iteration 36Q: 3 clusters Score -677599.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -677630.375000 Penalty: 4439.399902
	Iteration 37Q: 3 clusters Score -677630.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -677652.875000 Penalty: 4439.399902
	Iteration 38Q: 3 clusters Score -677652.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -677682.062500 Penalty: 4439.399902
	Iteration 39Q: 3 clusters Score -677682.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -677703.562500 Penalty: 4439.399902
	Iteration 40F: 3 clusters Score -677703.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -677726.812500 Penalty: 4439.399902
	Iteration 41Q: 3 clusters Score -677726.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -677744.937500 Penalty: 4439.399902
	Iteration 42Q: 3 clusters Score -677744.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -677759.187500 Penalty: 4439.399902
	Iteration 43Q: 3 clusters Score -677759.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -677769.687500 Penalty: 4439.399902
	Iteration 44Q: 3 clusters Score -677769.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -677776.500000 Penalty: 4439.399902
	Iteration 45Q: 3 clusters Score -677776.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -677779.937500 Penalty: 4439.399902
	Iteration 46Q: 3 clusters Score -677779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -677784.250000 Penalty: 4439.399902
	Iteration 47Q: 3 clusters Score -677784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -677786.812500 Penalty: 4439.399902
	Iteration 48Q: 3 clusters Score -677786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -677790.375000 Penalty: 4439.399902
	Iteration 49Q: 3 clusters Score -677790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -677793.312500 Penalty: 4439.399902
	Iteration 50Q: 3 clusters Score -677793.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -677793.875000 Penalty: 4439.399902
	Iteration 51Q: 3 clusters Score -677793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -677796.500000 Penalty: 4439.399902
	Iteration 52Q: 3 clusters Score -677796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -677798.500000 Penalty: 4439.399902
	Iteration 53Q: 3 clusters Score -677798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -677802.750000 Penalty: 4439.399902
	Iteration 54Q: 3 clusters Score -677802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -677806.625000 Penalty: 4439.399902
	Iteration 55Q: 3 clusters Score -677806.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -677809.062500 Penalty: 4439.399902
	Iteration 56Q: 3 clusters Score -677809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -677810.687500 Penalty: 4439.399902
	Iteration 57Q: 3 clusters Score -677810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -677811.437500 Penalty: 4439.399902
	Iteration 58Q: 3 clusters Score -677811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -677813.250000 Penalty: 4439.399902
	Iteration 59Q: 3 clusters Score -677813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -677812.875000 Penalty: 4439.399902
	Iteration 60F: 3 clusters Score -677812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -677813.687500 Penalty: 4439.399902
	Iteration 61Q: 3 clusters Score -677813.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -677813.687500 Penalty: 4439.399902
	Iteration 62F: 3 clusters Score -677813.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Entering Unmasked Estep 
Score: -2048594.000000 Penalty: 2496.754883
	Iteration 0F: 2 clusters Score -2048594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2032160.250000 Penalty: 4993.509766
	Iteration 0F: 3 clusters Score -2032160 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2038413.875000 Penalty: 4993.509766
	Iteration 1F: 3 clusters Score -2038414 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2039347.750000 Penalty: 4993.509766
	Iteration 2F: 3 clusters Score -2039348 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2040356.750000 Penalty: 4993.509766
	Iteration 3F: 3 clusters Score -2040357 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2041358.625000 Penalty: 4993.509766
	Iteration 4F: 3 clusters Score -2041359 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2042191.375000 Penalty: 4993.509766
	Iteration 5F: 3 clusters Score -2042191 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2042781.250000 Penalty: 4993.509766
	Iteration 6F: 3 clusters Score -2042781 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2043203.875000 Penalty: 4993.509766
	Iteration 7Q: 3 clusters Score -2043204 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2043570.750000 Penalty: 4993.509766
	Iteration 8Q: 3 clusters Score -2043571 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2043848.750000 Penalty: 4993.509766
	Iteration 9Q: 3 clusters Score -2043849 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2044113.625000 Penalty: 4993.509766
	Iteration 10Q: 3 clusters Score -2044114 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2044371.000000 Penalty: 4993.509766
	Iteration 11Q: 3 clusters Score -2044371 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2044641.875000 Penalty: 4993.509766
	Iteration 12Q: 3 clusters Score -2044642 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2044882.000000 Penalty: 4993.509766
	Iteration 13Q: 3 clusters Score -2044882 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2045113.000000 Penalty: 4993.509766
	Iteration 14Q: 3 clusters Score -2045113 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2045292.750000 Penalty: 4993.509766
	Iteration 15Q: 3 clusters Score -2045293 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2045445.375000 Penalty: 4993.509766
	Iteration 16Q: 3 clusters Score -2045445 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2045577.000000 Penalty: 4993.509766
	Iteration 17Q: 3 clusters Score -2045577 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2045696.125000 Penalty: 4993.509766
	Iteration 18Q: 3 clusters Score -2045696 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2045804.875000 Penalty: 4993.509766
	Iteration 19Q: 3 clusters Score -2045805 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2045924.500000 Penalty: 4993.509766
	Iteration 20F: 3 clusters Score -2045924 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2046048.375000 Penalty: 4993.509766
	Iteration 21Q: 3 clusters Score -2046048 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2046156.250000 Penalty: 4993.509766
	Iteration 22Q: 3 clusters Score -2046156 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2046245.250000 Penalty: 4993.509766
	Iteration 23Q: 3 clusters Score -2046245 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2046325.875000 Penalty: 4993.509766
	Iteration 24Q: 3 clusters Score -2046326 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2046406.500000 Penalty: 4993.509766
	Iteration 25Q: 3 clusters Score -2046406 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2046458.625000 Penalty: 4993.509766
	Iteration 26Q: 3 clusters Score -2046459 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2046490.000000 Penalty: 4993.509766
	Iteration 27Q: 3 clusters Score -2046490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2046520.875000 Penalty: 4993.509766
	Iteration 28Q: 3 clusters Score -2046521 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2046551.625000 Penalty: 4993.509766
	Iteration 29Q: 3 clusters Score -2046552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2046569.125000 Penalty: 4993.509766
	Iteration 30Q: 3 clusters Score -2046569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2046588.625000 Penalty: 4993.509766
	Iteration 31Q: 3 clusters Score -2046589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2046593.375000 Penalty: 4993.509766
	Iteration 32Q: 3 clusters Score -2046593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2046599.500000 Penalty: 4993.509766
	Iteration 33Q: 3 clusters Score -2046600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2046605.375000 Penalty: 4993.509766
	Iteration 34Q: 3 clusters Score -2046605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2046607.625000 Penalty: 4993.509766
	Iteration 35Q: 3 clusters Score -2046608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2046616.375000 Penalty: 4993.509766
	Iteration 36Q: 3 clusters Score -2046616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2046616.125000 Penalty: 4993.509766
	Iteration 37Q: 3 clusters Score -2046616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2046616.750000 Penalty: 4993.509766
	Iteration 38Q: 3 clusters Score -2046617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2046616.125000 Penalty: 4993.509766
	Iteration 39Q: 3 clusters Score -2046616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2046617.625000 Penalty: 4993.509766
	Iteration 40F: 3 clusters Score -2046618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2046619.250000 Penalty: 4993.509766
	Iteration 41Q: 3 clusters Score -2046619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2046620.625000 Penalty: 4993.509766
	Iteration 42Q: 3 clusters Score -2046621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2046621.625000 Penalty: 4993.509766
	Iteration 43Q: 3 clusters Score -2046622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2046628.500000 Penalty: 4993.509766
	Iteration 44Q: 3 clusters Score -2046628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2046628.875000 Penalty: 4993.509766
	Iteration 45Q: 3 clusters Score -2046629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2046629.750000 Penalty: 4993.509766
	Iteration 46Q: 3 clusters Score -2046630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2046628.250000 Penalty: 4993.509766
	Iteration 47Q: 3 clusters Score -2046628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2046628.125000 Penalty: 4993.509766
	Iteration 48Q: 3 clusters Score -2046628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2046631.250000 Penalty: 4993.509766
	Iteration 49Q: 3 clusters Score -2046631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2046631.625000 Penalty: 4993.509766
	Iteration 50Q: 3 clusters Score -2046632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2046630.250000 Penalty: 4993.509766
	Iteration 51Q: 3 clusters Score -2046630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2046630.500000 Penalty: 4993.509766
	Iteration 52Q: 3 clusters Score -2046630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2046630.750000 Penalty: 4993.509766
	Iteration 53Q: 3 clusters Score -2046631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2046633.250000 Penalty: 4993.509766
	Iteration 54Q: 3 clusters Score -2046633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2046633.250000 Penalty: 4993.509766
	Iteration 55F: 3 clusters Score -2046633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Entering Unmasked Estep 
Score: -1159659.500000 Penalty: 2356.875977
	Iteration 0F: 2 clusters Score -1159660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1149842.375000 Penalty: 4713.751953
	Iteration 0F: 3 clusters Score -1149842 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1152956.750000 Penalty: 4713.751953
	Iteration 1F: 3 clusters Score -1152957 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1153332.625000 Penalty: 4713.751953
	Iteration 2F: 3 clusters Score -1153333 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1153658.875000 Penalty: 4713.751953
	Iteration 3F: 3 clusters Score -1153659 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1153970.875000 Penalty: 4713.751953
	Iteration 4Q: 3 clusters Score -1153971 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1154358.625000 Penalty: 4713.751953
	Iteration 5Q: 3 clusters Score -1154359 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1155035.375000 Penalty: 4713.751953
	Iteration 6F: 3 clusters Score -1155035 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1156357.250000 Penalty: 4713.751953
	Iteration 7F: 3 clusters Score -1156357 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1158909.125000 Penalty: 4713.751953
	Iteration 8F: 3 clusters Score -1158909 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1161128.375000 Penalty: 4713.751953
	Iteration 9F: 3 clusters Score -1161128 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1162460.000000 Penalty: 4713.751953
	Iteration 10F: 3 clusters Score -1162460 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1163851.750000 Penalty: 4713.751953
	Iteration 11Q: 3 clusters Score -1163852 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1165017.500000 Penalty: 4713.751953
	Iteration 12Q: 3 clusters Score -1165018 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1165333.625000 Penalty: 4713.751953
	Iteration 13Q: 3 clusters Score -1165334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1165364.500000 Penalty: 4713.751953
	Iteration 14Q: 3 clusters Score -1165364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1165368.500000 Penalty: 4713.751953
	Iteration 15Q: 3 clusters Score -1165368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1165371.875000 Penalty: 4713.751953
	Iteration 16Q: 3 clusters Score -1165372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1165371.125000 Penalty: 4713.751953
	Iteration 17Q: 3 clusters Score -1165371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1165368.625000 Penalty: 4713.751953
	Iteration 18Q: 3 clusters Score -1165369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1165369.625000 Penalty: 4713.751953
	Iteration 19Q: 3 clusters Score -1165370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1165369.625000 Penalty: 4713.751953
	Iteration 20F: 3 clusters Score -1165370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16865 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7471 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29297 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 4611 members 
Mstep: Class 17 contains 37601 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13567 members 
Mstep: Class 20 contains 107126 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4209 members 
Mstep: Class 24 contains 10785 members 
Mstep: Class 25 contains 12167 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21066 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Mstep: Class 34 contains 8796 members 
Entering Unmasked Estep 
Score: -38194688.000000 Penalty: 110038.898438
Splitting cluster 16 changes total score from -38189816.000000 to -38194688.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (37601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Entering Unmasked Estep 
Score: -3244222.750000 Penalty: 2612.626953
	Iteration 0F: 2 clusters Score -3244223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3218775.750000 Penalty: 5225.253906
	Iteration 0F: 3 clusters Score -3218776 nChanged 17153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3228427.500000 Penalty: 5225.253906
	Iteration 1F: 3 clusters Score -3228428 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3229202.750000 Penalty: 5225.253906
	Iteration 2F: 3 clusters Score -3229203 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3230019.250000 Penalty: 5225.253906
	Iteration 3F: 3 clusters Score -3230019 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3230930.000000 Penalty: 5225.253906
	Iteration 4F: 3 clusters Score -3230930 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3231881.250000 Penalty: 5225.253906
	Iteration 5F: 3 clusters Score -3231881 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3232838.250000 Penalty: 5225.253906
	Iteration 6F: 3 clusters Score -3232838 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3233792.000000 Penalty: 5225.253906
	Iteration 7Q: 3 clusters Score -3233792 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3234798.250000 Penalty: 5225.253906
	Iteration 8Q: 3 clusters Score -3234798 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3235776.500000 Penalty: 5225.253906
	Iteration 9Q: 3 clusters Score -3235776 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3236663.000000 Penalty: 5225.253906
	Iteration 10Q: 3 clusters Score -3236663 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3237470.000000 Penalty: 5225.253906
	Iteration 11Q: 3 clusters Score -3237470 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3238218.750000 Penalty: 5225.253906
	Iteration 12Q: 3 clusters Score -3238219 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3238829.500000 Penalty: 5225.253906
	Iteration 13Q: 3 clusters Score -3238830 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3239328.500000 Penalty: 5225.253906
	Iteration 14Q: 3 clusters Score -3239328 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3239738.000000 Penalty: 5225.253906
	Iteration 15Q: 3 clusters Score -3239738 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3240056.500000 Penalty: 5225.253906
	Iteration 16Q: 3 clusters Score -3240056 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3240264.750000 Penalty: 5225.253906
	Iteration 17Q: 3 clusters Score -3240265 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3240389.250000 Penalty: 5225.253906
	Iteration 18Q: 3 clusters Score -3240389 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3240506.750000 Penalty: 5225.253906
	Iteration 19Q: 3 clusters Score -3240507 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3240582.750000 Penalty: 5225.253906
	Iteration 20F: 3 clusters Score -3240583 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3240643.500000 Penalty: 5225.253906
	Iteration 21Q: 3 clusters Score -3240644 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3240693.000000 Penalty: 5225.253906
	Iteration 22Q: 3 clusters Score -3240693 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3240751.000000 Penalty: 5225.253906
	Iteration 23Q: 3 clusters Score -3240751 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3240788.750000 Penalty: 5225.253906
	Iteration 24Q: 3 clusters Score -3240789 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3240805.000000 Penalty: 5225.253906
	Iteration 25Q: 3 clusters Score -3240805 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3240844.500000 Penalty: 5225.253906
	Iteration 26Q: 3 clusters Score -3240844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3240883.500000 Penalty: 5225.253906
	Iteration 27Q: 3 clusters Score -3240884 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3240935.500000 Penalty: 5225.253906
	Iteration 28Q: 3 clusters Score -3240936 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3240985.500000 Penalty: 5225.253906
	Iteration 29Q: 3 clusters Score -3240986 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3241026.750000 Penalty: 5225.253906
	Iteration 30Q: 3 clusters Score -3241027 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3241077.000000 Penalty: 5225.253906
	Iteration 31Q: 3 clusters Score -3241077 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -3241112.250000 Penalty: 5225.253906
	Iteration 32Q: 3 clusters Score -3241112 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3241151.750000 Penalty: 5225.253906
	Iteration 33Q: 3 clusters Score -3241152 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3241186.500000 Penalty: 5225.253906
	Iteration 34Q: 3 clusters Score -3241186 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -3241218.250000 Penalty: 5225.253906
	Iteration 35Q: 3 clusters Score -3241218 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3241256.500000 Penalty: 5225.253906
	Iteration 36Q: 3 clusters Score -3241256 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3241289.500000 Penalty: 5225.253906
	Iteration 37Q: 3 clusters Score -3241290 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -3241329.500000 Penalty: 5225.253906
	Iteration 38Q: 3 clusters Score -3241330 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -3241352.750000 Penalty: 5225.253906
	Iteration 39Q: 3 clusters Score -3241353 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3241375.250000 Penalty: 5225.253906
	Iteration 40F: 3 clusters Score -3241375 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -3241409.250000 Penalty: 5225.253906
	Iteration 41Q: 3 clusters Score -3241409 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -3241453.250000 Penalty: 5225.253906
	Iteration 42Q: 3 clusters Score -3241453 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3241469.750000 Penalty: 5225.253906
	Iteration 43Q: 3 clusters Score -3241470 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3241490.250000 Penalty: 5225.253906
	Iteration 44Q: 3 clusters Score -3241490 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -3241514.750000 Penalty: 5225.253906
	Iteration 45Q: 3 clusters Score -3241515 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -3241554.500000 Penalty: 5225.253906
	Iteration 46Q: 3 clusters Score -3241554 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3241602.000000 Penalty: 5225.253906
	Iteration 47Q: 3 clusters Score -3241602 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -3241651.750000 Penalty: 5225.253906
	Iteration 48Q: 3 clusters Score -3241652 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -3241687.500000 Penalty: 5225.253906
	Iteration 49Q: 3 clusters Score -3241688 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -3241714.500000 Penalty: 5225.253906
	Iteration 50Q: 3 clusters Score -3241714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -3241739.000000 Penalty: 5225.253906
	Iteration 51Q: 3 clusters Score -3241739 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -3241765.500000 Penalty: 5225.253906
	Iteration 52Q: 3 clusters Score -3241766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -3241789.250000 Penalty: 5225.253906
	Iteration 53Q: 3 clusters Score -3241789 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -3241823.250000 Penalty: 5225.253906
	Iteration 54Q: 3 clusters Score -3241823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -3241853.250000 Penalty: 5225.253906
	Iteration 55Q: 3 clusters Score -3241853 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -3241878.250000 Penalty: 5225.253906
	Iteration 56Q: 3 clusters Score -3241878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -3241894.000000 Penalty: 5225.253906
	Iteration 57Q: 3 clusters Score -3241894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -3241910.250000 Penalty: 5225.253906
	Iteration 58Q: 3 clusters Score -3241910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -3241933.750000 Penalty: 5225.253906
	Iteration 59Q: 3 clusters Score -3241934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -3241940.750000 Penalty: 5225.253906
	Iteration 60F: 3 clusters Score -3241941 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -3241962.750000 Penalty: 5225.253906
	Iteration 61Q: 3 clusters Score -3241963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -3241975.500000 Penalty: 5225.253906
	Iteration 62Q: 3 clusters Score -3241976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -3241984.750000 Penalty: 5225.253906
	Iteration 63Q: 3 clusters Score -3241985 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -3241994.000000 Penalty: 5225.253906
	Iteration 64Q: 3 clusters Score -3241994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -3242002.500000 Penalty: 5225.253906
	Iteration 65Q: 3 clusters Score -3242002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -3242010.500000 Penalty: 5225.253906
	Iteration 66Q: 3 clusters Score -3242010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -3242022.500000 Penalty: 5225.253906
	Iteration 67Q: 3 clusters Score -3242022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -3242031.750000 Penalty: 5225.253906
	Iteration 68Q: 3 clusters Score -3242032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -3242041.500000 Penalty: 5225.253906
	Iteration 69Q: 3 clusters Score -3242042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -3242037.000000 Penalty: 5225.253906
	Iteration 70Q: 3 clusters Score -3242037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -3242046.500000 Penalty: 5225.253906
	Iteration 71Q: 3 clusters Score -3242046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3242048.500000 Penalty: 5225.253906
	Iteration 72Q: 3 clusters Score -3242048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3242058.250000 Penalty: 5225.253906
	Iteration 73Q: 3 clusters Score -3242058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -3242057.000000 Penalty: 5225.253906
	Iteration 74Q: 3 clusters Score -3242057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -3242069.500000 Penalty: 5225.253906
	Iteration 75Q: 3 clusters Score -3242070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -3242070.000000 Penalty: 5225.253906
	Iteration 76Q: 3 clusters Score -3242070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -3242084.000000 Penalty: 5225.253906
	Iteration 77Q: 3 clusters Score -3242084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -3242082.500000 Penalty: 5225.253906
	Iteration 78Q: 3 clusters Score -3242082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -3242090.500000 Penalty: 5225.253906
	Iteration 79Q: 3 clusters Score -3242090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -3242100.250000 Penalty: 5225.253906
	Iteration 80F: 3 clusters Score -3242100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -3242107.250000 Penalty: 5225.253906
	Iteration 81Q: 3 clusters Score -3242107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -3242116.000000 Penalty: 5225.253906
	Iteration 82Q: 3 clusters Score -3242116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -3242124.000000 Penalty: 5225.253906
	Iteration 83Q: 3 clusters Score -3242124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3242136.500000 Penalty: 5225.253906
	Iteration 84Q: 3 clusters Score -3242136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -3242145.000000 Penalty: 5225.253906
	Iteration 85Q: 3 clusters Score -3242145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -3242156.250000 Penalty: 5225.253906
	Iteration 86Q: 3 clusters Score -3242156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -3242150.750000 Penalty: 5225.253906
	Iteration 87Q: 3 clusters Score -3242151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -3242157.750000 Penalty: 5225.253906
	Iteration 88Q: 3 clusters Score -3242158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -3242157.500000 Penalty: 5225.253906
	Iteration 89Q: 3 clusters Score -3242158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -3242156.000000 Penalty: 5225.253906
	Iteration 90Q: 3 clusters Score -3242156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -3242154.250000 Penalty: 5225.253906
	Iteration 91Q: 3 clusters Score -3242154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -3242158.500000 Penalty: 5225.253906
	Iteration 92Q: 3 clusters Score -3242158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -3242159.750000 Penalty: 5225.253906
	Iteration 93Q: 3 clusters Score -3242160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -3242160.250000 Penalty: 5225.253906
	Iteration 94Q: 3 clusters Score -3242160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -3242160.250000 Penalty: 5225.253906
	Iteration 95F: 3 clusters Score -3242160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Entering Unmasked Estep 
Score: -337179.718750 Penalty: 2050.963135
	Iteration 0F: 2 clusters Score -337179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -333383.843750 Penalty: 4101.926270
	Iteration 0F: 3 clusters Score -333383.8 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -334269.500000 Penalty: 4101.926270
	Iteration 1F: 3 clusters Score -334269.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -334466.312500 Penalty: 4101.926270
	Iteration 2F: 3 clusters Score -334466.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -334587.437500 Penalty: 4101.926270
	Iteration 3F: 3 clusters Score -334587.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -334682.218750 Penalty: 4101.926270
	Iteration 4Q: 3 clusters Score -334682.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -334789.593750 Penalty: 4101.926270
	Iteration 5Q: 3 clusters Score -334789.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -334902.625000 Penalty: 4101.926270
	Iteration 6Q: 3 clusters Score -334902.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -335035.812500 Penalty: 4101.926270
	Iteration 7Q: 3 clusters Score -335035.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -335164.000000 Penalty: 4101.926270
	Iteration 8Q: 3 clusters Score -335164 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -335287.312500 Penalty: 4101.926270
	Iteration 9Q: 3 clusters Score -335287.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -335428.843750 Penalty: 4101.926270
	Iteration 10Q: 3 clusters Score -335428.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -335550.625000 Penalty: 4101.926270
	Iteration 11Q: 3 clusters Score -335550.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -335638.281250 Penalty: 4101.926270
	Iteration 12Q: 3 clusters Score -335638.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -335701.625000 Penalty: 4101.926270
	Iteration 13Q: 3 clusters Score -335701.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -335763.125000 Penalty: 4101.926270
	Iteration 14Q: 3 clusters Score -335763.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -335803.156250 Penalty: 4101.926270
	Iteration 15Q: 3 clusters Score -335803.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -335829.468750 Penalty: 4101.926270
	Iteration 16Q: 3 clusters Score -335829.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -335843.281250 Penalty: 4101.926270
	Iteration 17Q: 3 clusters Score -335843.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -335851.156250 Penalty: 4101.926270
	Iteration 18Q: 3 clusters Score -335851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -335855.406250 Penalty: 4101.926270
	Iteration 19Q: 3 clusters Score -335855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -335860.875000 Penalty: 4101.926270
	Iteration 20F: 3 clusters Score -335860.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -335867.875000 Penalty: 4101.926270
	Iteration 21Q: 3 clusters Score -335867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -335873.093750 Penalty: 4101.926270
	Iteration 22Q: 3 clusters Score -335873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -335874.406250 Penalty: 4101.926270
	Iteration 23Q: 3 clusters Score -335874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -335876.218750 Penalty: 4101.926270
	Iteration 24Q: 3 clusters Score -335876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -335878.968750 Penalty: 4101.926270
	Iteration 25Q: 3 clusters Score -335879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -335879.906250 Penalty: 4101.926270
	Iteration 26Q: 3 clusters Score -335879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -335880.343750 Penalty: 4101.926270
	Iteration 27Q: 3 clusters Score -335880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -335881.656250 Penalty: 4101.926270
	Iteration 28Q: 3 clusters Score -335881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -335882.937500 Penalty: 4101.926270
	Iteration 29Q: 3 clusters Score -335882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -335882.937500 Penalty: 4101.926270
	Iteration 30F: 3 clusters Score -335882.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Entering Unmasked Estep 
Score: -1123617.875000 Penalty: 2359.818359
	Iteration 0F: 2 clusters Score -1123618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1113595.875000 Penalty: 4719.636719
	Iteration 0F: 3 clusters Score -1113596 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1116839.250000 Penalty: 4719.636719
	Iteration 1F: 3 clusters Score -1116839 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1117248.000000 Penalty: 4719.636719
	Iteration 2F: 3 clusters Score -1117248 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1117539.625000 Penalty: 4719.636719
	Iteration 3F: 3 clusters Score -1117540 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1117784.750000 Penalty: 4719.636719
	Iteration 4Q: 3 clusters Score -1117785 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1118030.000000 Penalty: 4719.636719
	Iteration 5Q: 3 clusters Score -1118030 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1118261.250000 Penalty: 4719.636719
	Iteration 6Q: 3 clusters Score -1118261 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1118513.875000 Penalty: 4719.636719
	Iteration 7Q: 3 clusters Score -1118514 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1118792.000000 Penalty: 4719.636719
	Iteration 8Q: 3 clusters Score -1118792 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1119103.375000 Penalty: 4719.636719
	Iteration 9Q: 3 clusters Score -1119103 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1119443.750000 Penalty: 4719.636719
	Iteration 10Q: 3 clusters Score -1119444 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1119793.125000 Penalty: 4719.636719
	Iteration 11Q: 3 clusters Score -1119793 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1120168.875000 Penalty: 4719.636719
	Iteration 12Q: 3 clusters Score -1120169 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1120521.000000 Penalty: 4719.636719
	Iteration 13Q: 3 clusters Score -1120521 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1120848.125000 Penalty: 4719.636719
	Iteration 14Q: 3 clusters Score -1120848 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1121117.750000 Penalty: 4719.636719
	Iteration 15Q: 3 clusters Score -1121118 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1121301.750000 Penalty: 4719.636719
	Iteration 16Q: 3 clusters Score -1121302 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1121430.125000 Penalty: 4719.636719
	Iteration 17Q: 3 clusters Score -1121430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1121511.500000 Penalty: 4719.636719
	Iteration 18Q: 3 clusters Score -1121512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1121559.000000 Penalty: 4719.636719
	Iteration 19Q: 3 clusters Score -1121559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1121583.250000 Penalty: 4719.636719
	Iteration 20F: 3 clusters Score -1121583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1121609.500000 Penalty: 4719.636719
	Iteration 21Q: 3 clusters Score -1121610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1121629.125000 Penalty: 4719.636719
	Iteration 22Q: 3 clusters Score -1121629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1121646.500000 Penalty: 4719.636719
	Iteration 23Q: 3 clusters Score -1121646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1121662.375000 Penalty: 4719.636719
	Iteration 24Q: 3 clusters Score -1121662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1121677.250000 Penalty: 4719.636719
	Iteration 25Q: 3 clusters Score -1121677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1121689.625000 Penalty: 4719.636719
	Iteration 26Q: 3 clusters Score -1121690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1121703.875000 Penalty: 4719.636719
	Iteration 27Q: 3 clusters Score -1121704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1121719.500000 Penalty: 4719.636719
	Iteration 28Q: 3 clusters Score -1121720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1121727.750000 Penalty: 4719.636719
	Iteration 29Q: 3 clusters Score -1121728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1121732.250000 Penalty: 4719.636719
	Iteration 30Q: 3 clusters Score -1121732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1121744.000000 Penalty: 4719.636719
	Iteration 31Q: 3 clusters Score -1121744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1121749.625000 Penalty: 4719.636719
	Iteration 32Q: 3 clusters Score -1121750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1121755.000000 Penalty: 4719.636719
	Iteration 33Q: 3 clusters Score -1121755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1121756.500000 Penalty: 4719.636719
	Iteration 34Q: 3 clusters Score -1121756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1121765.375000 Penalty: 4719.636719
	Iteration 35Q: 3 clusters Score -1121765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1121770.250000 Penalty: 4719.636719
	Iteration 36Q: 3 clusters Score -1121770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1121772.375000 Penalty: 4719.636719
	Iteration 37Q: 3 clusters Score -1121772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1121772.000000 Penalty: 4719.636719
	Iteration 38Q: 3 clusters Score -1121772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1121770.625000 Penalty: 4719.636719
	Iteration 39Q: 3 clusters Score -1121771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1121770.625000 Penalty: 4719.636719
	Iteration 40F: 3 clusters Score -1121771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107126 members 
Entering Unmasked Estep 
Score: -9132675.000000 Penalty: 2872.276855
	Iteration 0F: 2 clusters Score -9132675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -9061159.000000 Penalty: 5744.553711
	Iteration 0F: 3 clusters Score -9061159 nChanged 50753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -9090692.000000 Penalty: 5744.553711
	Iteration 1F: 3 clusters Score -9090692 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -9091821.000000 Penalty: 5744.553711
	Iteration 2Q: 3 clusters Score -9091821 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -9092974.000000 Penalty: 5744.553711
	Iteration 3Q: 3 clusters Score -9092974 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -9094270.000000 Penalty: 5744.553711
	Iteration 4Q: 3 clusters Score -9094270 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -9095753.000000 Penalty: 5744.553711
	Iteration 5Q: 3 clusters Score -9095753 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -9097447.000000 Penalty: 5744.553711
	Iteration 6Q: 3 clusters Score -9097447 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -9099372.000000 Penalty: 5744.553711
	Iteration 7Q: 3 clusters Score -9099372 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -9101758.000000 Penalty: 5744.553711
	Iteration 8Q: 3 clusters Score -9101758 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -9104524.000000 Penalty: 5744.553711
	Iteration 9F: 3 clusters Score -9104524 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -9107861.000000 Penalty: 5744.553711
	Iteration 10F: 3 clusters Score -9107861 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -9111577.000000 Penalty: 5744.553711
	Iteration 11F: 3 clusters Score -9111577 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -9115648.000000 Penalty: 5744.553711
	Iteration 12F: 3 clusters Score -9115648 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -9119642.000000 Penalty: 5744.553711
	Iteration 13F: 3 clusters Score -9119642 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -9123489.000000 Penalty: 5744.553711
	Iteration 14Q: 3 clusters Score -9123489 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -9126516.000000 Penalty: 5744.553711
	Iteration 15Q: 3 clusters Score -9126516 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 103752 members 
Entering Unmasked Estep 
Score: -9128330.000000 Penalty: 5744.553711
	Iteration 16Q: 3 clusters Score -9128330 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -9129321.000000 Penalty: 5744.553711
	Iteration 17Q: 3 clusters Score -9129321 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -9129820.000000 Penalty: 5744.553711
	Iteration 18Q: 3 clusters Score -9129820 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -9130075.000000 Penalty: 5744.553711
	Iteration 19Q: 3 clusters Score -9130075 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -9130194.000000 Penalty: 5744.553711
	Iteration 20F: 3 clusters Score -9130194 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -9130256.000000 Penalty: 5744.553711
	Iteration 21Q: 3 clusters Score -9130256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -9130314.000000 Penalty: 5744.553711
	Iteration 22Q: 3 clusters Score -9130314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -9130341.000000 Penalty: 5744.553711
	Iteration 23Q: 3 clusters Score -9130341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 106516 members 
Entering Unmasked Estep 
Score: -9130354.000000 Penalty: 5744.553711
	Iteration 24Q: 3 clusters Score -9130354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -9130368.000000 Penalty: 5744.553711
	Iteration 25Q: 3 clusters Score -9130368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -9130371.000000 Penalty: 5744.553711
	Iteration 26Q: 3 clusters Score -9130371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -9130380.000000 Penalty: 5744.553711
	Iteration 27Q: 3 clusters Score -9130380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -9130392.000000 Penalty: 5744.553711
	Iteration 28Q: 3 clusters Score -9130392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -9130400.000000 Penalty: 5744.553711
	Iteration 29Q: 3 clusters Score -9130400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -9130409.000000 Penalty: 5744.553711
	Iteration 30Q: 3 clusters Score -9130409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -9130420.000000 Penalty: 5744.553711
	Iteration 31Q: 3 clusters Score -9130420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -9130424.000000 Penalty: 5744.553711
	Iteration 32Q: 3 clusters Score -9130424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -9130431.000000 Penalty: 5744.553711
	Iteration 33Q: 3 clusters Score -9130431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -9130431.000000 Penalty: 5744.553711
	Iteration 34F: 3 clusters Score -9130431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -412208.406250 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -412208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -407357.687500 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -407357.7 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -408599.218750 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -408599.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -408925.281250 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -408925.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -409134.718750 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -409134.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -409285.000000 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -409285 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -409403.218750 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -409403.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -409507.500000 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -409507.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -409621.000000 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -409621 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -409722.687500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -409722.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -409817.281250 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -409817.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -409900.468750 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -409900.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -409989.125000 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -409989.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -410078.250000 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -410078.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -410154.593750 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -410154.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -410236.500000 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -410236.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -410297.062500 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -410297.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -410360.281250 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -410360.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -410434.750000 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -410434.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -410493.468750 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -410493.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -410541.000000 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -410541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -410583.093750 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -410583.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -410611.437500 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -410611.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -410622.406250 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -410622.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -410641.625000 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -410641.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -410655.187500 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -410655.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -410667.750000 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -410667.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -410674.687500 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -410674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -410678.500000 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -410678.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -410684.843750 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -410684.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -410688.406250 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -410688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -410694.000000 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -410694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -410697.812500 Penalty: 4268.907715
	Iteration 31Q: 3 clusters Score -410697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -410700.218750 Penalty: 4268.907715
	Iteration 32Q: 3 clusters Score -410700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -410700.500000 Penalty: 4268.907715
	Iteration 33Q: 3 clusters Score -410700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -410700.750000 Penalty: 4268.907715
	Iteration 34Q: 3 clusters Score -410700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -410700.843750 Penalty: 4268.907715
	Iteration 35Q: 3 clusters Score -410700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -410700.750000 Penalty: 4268.907715
	Iteration 36Q: 3 clusters Score -410700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -410700.750000 Penalty: 4268.907715
	Iteration 37F: 3 clusters Score -410700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Entering Unmasked Estep 
Score: -416641.125000 Penalty: 2100.533203
	Iteration 0F: 2 clusters Score -416641.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -412235.812500 Penalty: 4201.066406
	Iteration 0F: 3 clusters Score -412235.8 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -413231.843750 Penalty: 4201.066406
	Iteration 1F: 3 clusters Score -413231.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -413449.156250 Penalty: 4201.066406
	Iteration 2F: 3 clusters Score -413449.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -413575.406250 Penalty: 4201.066406
	Iteration 3Q: 3 clusters Score -413575.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -413667.406250 Penalty: 4201.066406
	Iteration 4Q: 3 clusters Score -413667.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -413734.187500 Penalty: 4201.066406
	Iteration 5Q: 3 clusters Score -413734.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -413776.187500 Penalty: 4201.066406
	Iteration 6Q: 3 clusters Score -413776.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -413804.687500 Penalty: 4201.066406
	Iteration 7Q: 3 clusters Score -413804.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -413831.000000 Penalty: 4201.066406
	Iteration 8Q: 3 clusters Score -413831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -413860.250000 Penalty: 4201.066406
	Iteration 9Q: 3 clusters Score -413860.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -413878.562500 Penalty: 4201.066406
	Iteration 10Q: 3 clusters Score -413878.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -413894.093750 Penalty: 4201.066406
	Iteration 11Q: 3 clusters Score -413894.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -413913.343750 Penalty: 4201.066406
	Iteration 12Q: 3 clusters Score -413913.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -413935.031250 Penalty: 4201.066406
	Iteration 13Q: 3 clusters Score -413935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -413959.656250 Penalty: 4201.066406
	Iteration 14Q: 3 clusters Score -413959.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -413982.125000 Penalty: 4201.066406
	Iteration 15Q: 3 clusters Score -413982.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -414004.250000 Penalty: 4201.066406
	Iteration 16Q: 3 clusters Score -414004.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -414032.437500 Penalty: 4201.066406
	Iteration 17Q: 3 clusters Score -414032.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -414056.406250 Penalty: 4201.066406
	Iteration 18Q: 3 clusters Score -414056.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -414083.750000 Penalty: 4201.066406
	Iteration 19Q: 3 clusters Score -414083.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -414110.281250 Penalty: 4201.066406
	Iteration 20F: 3 clusters Score -414110.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -414137.781250 Penalty: 4201.066406
	Iteration 21Q: 3 clusters Score -414137.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -414157.531250 Penalty: 4201.066406
	Iteration 22Q: 3 clusters Score -414157.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -414178.812500 Penalty: 4201.066406
	Iteration 23Q: 3 clusters Score -414178.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -414198.000000 Penalty: 4201.066406
	Iteration 24Q: 3 clusters Score -414198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -414219.125000 Penalty: 4201.066406
	Iteration 25Q: 3 clusters Score -414219.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -414236.281250 Penalty: 4201.066406
	Iteration 26Q: 3 clusters Score -414236.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -414261.343750 Penalty: 4201.066406
	Iteration 27Q: 3 clusters Score -414261.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -414281.000000 Penalty: 4201.066406
	Iteration 28Q: 3 clusters Score -414281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -414305.562500 Penalty: 4201.066406
	Iteration 29Q: 3 clusters Score -414305.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -414332.812500 Penalty: 4201.066406
	Iteration 30Q: 3 clusters Score -414332.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -414360.687500 Penalty: 4201.066406
	Iteration 31Q: 3 clusters Score -414360.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -414384.375000 Penalty: 4201.066406
	Iteration 32Q: 3 clusters Score -414384.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -414404.281250 Penalty: 4201.066406
	Iteration 33Q: 3 clusters Score -414404.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -414416.312500 Penalty: 4201.066406
	Iteration 34Q: 3 clusters Score -414416.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -414431.656250 Penalty: 4201.066406
	Iteration 35Q: 3 clusters Score -414431.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -414447.468750 Penalty: 4201.066406
	Iteration 36Q: 3 clusters Score -414447.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -414464.718750 Penalty: 4201.066406
	Iteration 37Q: 3 clusters Score -414464.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -414478.343750 Penalty: 4201.066406
	Iteration 38Q: 3 clusters Score -414478.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -414491.875000 Penalty: 4201.066406
	Iteration 39Q: 3 clusters Score -414491.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -414501.031250 Penalty: 4201.066406
	Iteration 40F: 3 clusters Score -414501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -414510.593750 Penalty: 4201.066406
	Iteration 41Q: 3 clusters Score -414510.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -414523.031250 Penalty: 4201.066406
	Iteration 42Q: 3 clusters Score -414523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -414531.937500 Penalty: 4201.066406
	Iteration 43Q: 3 clusters Score -414531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -414536.718750 Penalty: 4201.066406
	Iteration 44Q: 3 clusters Score -414536.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -414541.687500 Penalty: 4201.066406
	Iteration 45Q: 3 clusters Score -414541.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -414548.062500 Penalty: 4201.066406
	Iteration 46Q: 3 clusters Score -414548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -414556.312500 Penalty: 4201.066406
	Iteration 47Q: 3 clusters Score -414556.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -414567.812500 Penalty: 4201.066406
	Iteration 48Q: 3 clusters Score -414567.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -414579.906250 Penalty: 4201.066406
	Iteration 49Q: 3 clusters Score -414579.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -414586.843750 Penalty: 4201.066406
	Iteration 50Q: 3 clusters Score -414586.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -414591.687500 Penalty: 4201.066406
	Iteration 51Q: 3 clusters Score -414591.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -414593.968750 Penalty: 4201.066406
	Iteration 52Q: 3 clusters Score -414594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -414595.281250 Penalty: 4201.066406
	Iteration 53Q: 3 clusters Score -414595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -414595.562500 Penalty: 4201.066406
	Iteration 54Q: 3 clusters Score -414595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -414597.031250 Penalty: 4201.066406
	Iteration 55Q: 3 clusters Score -414597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -414600.500000 Penalty: 4201.066406
	Iteration 56Q: 3 clusters Score -414600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -414607.218750 Penalty: 4201.066406
	Iteration 57Q: 3 clusters Score -414607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -414610.906250 Penalty: 4201.066406
	Iteration 58Q: 3 clusters Score -414610.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -414616.000000 Penalty: 4201.066406
	Iteration 59Q: 3 clusters Score -414616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -414621.281250 Penalty: 4201.066406
	Iteration 60F: 3 clusters Score -414621.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -414627.875000 Penalty: 4201.066406
	Iteration 61Q: 3 clusters Score -414627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -414631.375000 Penalty: 4201.066406
	Iteration 62Q: 3 clusters Score -414631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -414634.062500 Penalty: 4201.066406
	Iteration 63Q: 3 clusters Score -414634.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -414635.375000 Penalty: 4201.066406
	Iteration 64Q: 3 clusters Score -414635.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -414639.625000 Penalty: 4201.066406
	Iteration 65Q: 3 clusters Score -414639.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -414646.500000 Penalty: 4201.066406
	Iteration 66Q: 3 clusters Score -414646.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -414658.125000 Penalty: 4201.066406
	Iteration 67Q: 3 clusters Score -414658.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -414667.656250 Penalty: 4201.066406
	Iteration 68Q: 3 clusters Score -414667.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -414675.750000 Penalty: 4201.066406
	Iteration 69Q: 3 clusters Score -414675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -414684.125000 Penalty: 4201.066406
	Iteration 70Q: 3 clusters Score -414684.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -414691.125000 Penalty: 4201.066406
	Iteration 71Q: 3 clusters Score -414691.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -414702.062500 Penalty: 4201.066406
	Iteration 72Q: 3 clusters Score -414702.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -414711.062500 Penalty: 4201.066406
	Iteration 73Q: 3 clusters Score -414711.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -414719.250000 Penalty: 4201.066406
	Iteration 74Q: 3 clusters Score -414719.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -414724.375000 Penalty: 4201.066406
	Iteration 75Q: 3 clusters Score -414724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -414730.531250 Penalty: 4201.066406
	Iteration 76Q: 3 clusters Score -414730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -414733.812500 Penalty: 4201.066406
	Iteration 77Q: 3 clusters Score -414733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -414740.406250 Penalty: 4201.066406
	Iteration 78Q: 3 clusters Score -414740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -414745.000000 Penalty: 4201.066406
	Iteration 79Q: 3 clusters Score -414745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -414747.250000 Penalty: 4201.066406
	Iteration 80F: 3 clusters Score -414747.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -414749.593750 Penalty: 4201.066406
	Iteration 81Q: 3 clusters Score -414749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -414753.500000 Penalty: 4201.066406
	Iteration 82Q: 3 clusters Score -414753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -414758.093750 Penalty: 4201.066406
	Iteration 83Q: 3 clusters Score -414758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -414764.343750 Penalty: 4201.066406
	Iteration 84Q: 3 clusters Score -414764.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -414767.687500 Penalty: 4201.066406
	Iteration 85Q: 3 clusters Score -414767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -414769.187500 Penalty: 4201.066406
	Iteration 86Q: 3 clusters Score -414769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -414770.531250 Penalty: 4201.066406
	Iteration 87Q: 3 clusters Score -414770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -414771.843750 Penalty: 4201.066406
	Iteration 88Q: 3 clusters Score -414771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -414771.843750 Penalty: 4201.066406
	Iteration 89F: 3 clusters Score -414771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Entering Unmasked Estep 
Score: -334541.781250 Penalty: 2069.555176
	Iteration 0F: 2 clusters Score -334541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -330527.343750 Penalty: 4139.110352
	Iteration 0F: 3 clusters Score -330527.3 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -331431.312500 Penalty: 4139.110352
	Iteration 1F: 3 clusters Score -331431.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -331694.718750 Penalty: 4139.110352
	Iteration 2F: 3 clusters Score -331694.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -331918.343750 Penalty: 4139.110352
	Iteration 3F: 3 clusters Score -331918.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -332126.531250 Penalty: 4139.110352
	Iteration 4F: 3 clusters Score -332126.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -332293.375000 Penalty: 4139.110352
	Iteration 5F: 3 clusters Score -332293.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -332443.375000 Penalty: 4139.110352
	Iteration 6Q: 3 clusters Score -332443.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -332590.218750 Penalty: 4139.110352
	Iteration 7Q: 3 clusters Score -332590.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -332724.593750 Penalty: 4139.110352
	Iteration 8Q: 3 clusters Score -332724.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -332834.375000 Penalty: 4139.110352
	Iteration 9Q: 3 clusters Score -332834.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -332916.531250 Penalty: 4139.110352
	Iteration 10Q: 3 clusters Score -332916.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -332988.312500 Penalty: 4139.110352
	Iteration 11Q: 3 clusters Score -332988.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -333059.468750 Penalty: 4139.110352
	Iteration 12Q: 3 clusters Score -333059.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -333121.000000 Penalty: 4139.110352
	Iteration 13Q: 3 clusters Score -333121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -333168.562500 Penalty: 4139.110352
	Iteration 14Q: 3 clusters Score -333168.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -333199.500000 Penalty: 4139.110352
	Iteration 15Q: 3 clusters Score -333199.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -333224.812500 Penalty: 4139.110352
	Iteration 16Q: 3 clusters Score -333224.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -333238.093750 Penalty: 4139.110352
	Iteration 17Q: 3 clusters Score -333238.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -333247.000000 Penalty: 4139.110352
	Iteration 18Q: 3 clusters Score -333247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -333252.906250 Penalty: 4139.110352
	Iteration 19Q: 3 clusters Score -333252.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -333258.000000 Penalty: 4139.110352
	Iteration 20F: 3 clusters Score -333258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -333263.343750 Penalty: 4139.110352
	Iteration 21Q: 3 clusters Score -333263.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -333268.468750 Penalty: 4139.110352
	Iteration 22Q: 3 clusters Score -333268.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -333274.593750 Penalty: 4139.110352
	Iteration 23Q: 3 clusters Score -333274.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -333282.281250 Penalty: 4139.110352
	Iteration 24Q: 3 clusters Score -333282.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -333286.968750 Penalty: 4139.110352
	Iteration 25Q: 3 clusters Score -333287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -333291.687500 Penalty: 4139.110352
	Iteration 26Q: 3 clusters Score -333291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -333292.281250 Penalty: 4139.110352
	Iteration 27Q: 3 clusters Score -333292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -333293.750000 Penalty: 4139.110352
	Iteration 28Q: 3 clusters Score -333293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -333293.750000 Penalty: 4139.110352
	Iteration 29F: 3 clusters Score -333293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Entering Unmasked Estep 
Score: -931575.625000 Penalty: 2302.906006
	Iteration 0F: 2 clusters Score -931575.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -923410.937500 Penalty: 4605.812012
	Iteration 0F: 3 clusters Score -923410.9 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -925838.437500 Penalty: 4605.812012
	Iteration 1F: 3 clusters Score -925838.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -926122.562500 Penalty: 4605.812012
	Iteration 2F: 3 clusters Score -926122.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -926354.750000 Penalty: 4605.812012
	Iteration 3Q: 3 clusters Score -926354.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -926537.250000 Penalty: 4605.812012
	Iteration 4Q: 3 clusters Score -926537.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -926695.062500 Penalty: 4605.812012
	Iteration 5Q: 3 clusters Score -926695.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -926843.687500 Penalty: 4605.812012
	Iteration 6Q: 3 clusters Score -926843.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -926993.687500 Penalty: 4605.812012
	Iteration 7Q: 3 clusters Score -926993.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -927176.687500 Penalty: 4605.812012
	Iteration 8Q: 3 clusters Score -927176.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -927406.250000 Penalty: 4605.812012
	Iteration 9Q: 3 clusters Score -927406.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -927661.000000 Penalty: 4605.812012
	Iteration 10Q: 3 clusters Score -927661 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -927935.187500 Penalty: 4605.812012
	Iteration 11Q: 3 clusters Score -927935.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -928171.312500 Penalty: 4605.812012
	Iteration 12Q: 3 clusters Score -928171.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -928376.750000 Penalty: 4605.812012
	Iteration 13Q: 3 clusters Score -928376.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -928509.250000 Penalty: 4605.812012
	Iteration 14Q: 3 clusters Score -928509.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -928619.375000 Penalty: 4605.812012
	Iteration 15Q: 3 clusters Score -928619.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -928715.312500 Penalty: 4605.812012
	Iteration 16Q: 3 clusters Score -928715.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -928820.500000 Penalty: 4605.812012
	Iteration 17Q: 3 clusters Score -928820.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -928918.562500 Penalty: 4605.812012
	Iteration 18Q: 3 clusters Score -928918.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -929008.500000 Penalty: 4605.812012
	Iteration 19Q: 3 clusters Score -929008.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -929075.437500 Penalty: 4605.812012
	Iteration 20F: 3 clusters Score -929075.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -929142.312500 Penalty: 4605.812012
	Iteration 21Q: 3 clusters Score -929142.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -929205.437500 Penalty: 4605.812012
	Iteration 22Q: 3 clusters Score -929205.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -929253.687500 Penalty: 4605.812012
	Iteration 23Q: 3 clusters Score -929253.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -929303.500000 Penalty: 4605.812012
	Iteration 24Q: 3 clusters Score -929303.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -929342.375000 Penalty: 4605.812012
	Iteration 25Q: 3 clusters Score -929342.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -929361.687500 Penalty: 4605.812012
	Iteration 26Q: 3 clusters Score -929361.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -929380.312500 Penalty: 4605.812012
	Iteration 27Q: 3 clusters Score -929380.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -929399.500000 Penalty: 4605.812012
	Iteration 28Q: 3 clusters Score -929399.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -929412.812500 Penalty: 4605.812012
	Iteration 29Q: 3 clusters Score -929412.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -929425.312500 Penalty: 4605.812012
	Iteration 30Q: 3 clusters Score -929425.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -929438.437500 Penalty: 4605.812012
	Iteration 31Q: 3 clusters Score -929438.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -929446.937500 Penalty: 4605.812012
	Iteration 32Q: 3 clusters Score -929446.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -929452.625000 Penalty: 4605.812012
	Iteration 33Q: 3 clusters Score -929452.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -929459.312500 Penalty: 4605.812012
	Iteration 34Q: 3 clusters Score -929459.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -929464.875000 Penalty: 4605.812012
	Iteration 35Q: 3 clusters Score -929464.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -929475.625000 Penalty: 4605.812012
	Iteration 36Q: 3 clusters Score -929475.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -929489.562500 Penalty: 4605.812012
	Iteration 37Q: 3 clusters Score -929489.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -929494.562500 Penalty: 4605.812012
	Iteration 38Q: 3 clusters Score -929494.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -929504.562500 Penalty: 4605.812012
	Iteration 39Q: 3 clusters Score -929504.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -929511.250000 Penalty: 4605.812012
	Iteration 40F: 3 clusters Score -929511.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -929512.312500 Penalty: 4605.812012
	Iteration 41Q: 3 clusters Score -929512.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -929517.750000 Penalty: 4605.812012
	Iteration 42Q: 3 clusters Score -929517.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -929522.750000 Penalty: 4605.812012
	Iteration 43Q: 3 clusters Score -929522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -929523.000000 Penalty: 4605.812012
	Iteration 44Q: 3 clusters Score -929523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -929527.687500 Penalty: 4605.812012
	Iteration 45Q: 3 clusters Score -929527.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -929527.375000 Penalty: 4605.812012
	Iteration 46Q: 3 clusters Score -929527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -929527.625000 Penalty: 4605.812012
	Iteration 47Q: 3 clusters Score -929527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -929529.625000 Penalty: 4605.812012
	Iteration 48Q: 3 clusters Score -929529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -929528.875000 Penalty: 4605.812012
	Iteration 49Q: 3 clusters Score -929528.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -929533.250000 Penalty: 4605.812012
	Iteration 50Q: 3 clusters Score -929533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -929535.812500 Penalty: 4605.812012
	Iteration 51Q: 3 clusters Score -929535.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -929539.312500 Penalty: 4605.812012
	Iteration 52Q: 3 clusters Score -929539.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -929544.812500 Penalty: 4605.812012
	Iteration 53Q: 3 clusters Score -929544.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -929546.562500 Penalty: 4605.812012
	Iteration 54Q: 3 clusters Score -929546.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -929554.000000 Penalty: 4605.812012
	Iteration 55Q: 3 clusters Score -929554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -929561.062500 Penalty: 4605.812012
	Iteration 56Q: 3 clusters Score -929561.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -929568.937500 Penalty: 4605.812012
	Iteration 57Q: 3 clusters Score -929568.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -929576.937500 Penalty: 4605.812012
	Iteration 58Q: 3 clusters Score -929576.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -929582.937500 Penalty: 4605.812012
	Iteration 59Q: 3 clusters Score -929582.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -929590.812500 Penalty: 4605.812012
	Iteration 60F: 3 clusters Score -929590.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -929595.125000 Penalty: 4605.812012
	Iteration 61Q: 3 clusters Score -929595.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -929599.125000 Penalty: 4605.812012
	Iteration 62Q: 3 clusters Score -929599.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -929603.687500 Penalty: 4605.812012
	Iteration 63Q: 3 clusters Score -929603.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -929604.562500 Penalty: 4605.812012
	Iteration 64Q: 3 clusters Score -929604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -929609.312500 Penalty: 4605.812012
	Iteration 65Q: 3 clusters Score -929609.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -929611.562500 Penalty: 4605.812012
	Iteration 66Q: 3 clusters Score -929611.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -929614.562500 Penalty: 4605.812012
	Iteration 67Q: 3 clusters Score -929614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -929616.687500 Penalty: 4605.812012
	Iteration 68Q: 3 clusters Score -929616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -929615.687500 Penalty: 4605.812012
	Iteration 69Q: 3 clusters Score -929615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -929618.125000 Penalty: 4605.812012
	Iteration 70Q: 3 clusters Score -929618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -929618.125000 Penalty: 4605.812012
	Iteration 71F: 3 clusters Score -929618.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Entering Unmasked Estep 
Score: -1056601.750000 Penalty: 2332.807617
	Iteration 0F: 2 clusters Score -1056602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1047620.312500 Penalty: 4665.615234
	Iteration 0F: 3 clusters Score -1047620 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1050360.625000 Penalty: 4665.615234
	Iteration 1F: 3 clusters Score -1050361 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1050656.750000 Penalty: 4665.615234
	Iteration 2F: 3 clusters Score -1050657 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1050901.125000 Penalty: 4665.615234
	Iteration 3Q: 3 clusters Score -1050901 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1051095.625000 Penalty: 4665.615234
	Iteration 4Q: 3 clusters Score -1051096 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1051268.625000 Penalty: 4665.615234
	Iteration 5Q: 3 clusters Score -1051269 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1051436.750000 Penalty: 4665.615234
	Iteration 6Q: 3 clusters Score -1051437 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1051604.750000 Penalty: 4665.615234
	Iteration 7Q: 3 clusters Score -1051605 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1051822.000000 Penalty: 4665.615234
	Iteration 8Q: 3 clusters Score -1051822 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1052043.250000 Penalty: 4665.615234
	Iteration 9Q: 3 clusters Score -1052043 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1052302.125000 Penalty: 4665.615234
	Iteration 10Q: 3 clusters Score -1052302 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1052602.000000 Penalty: 4665.615234
	Iteration 11Q: 3 clusters Score -1052602 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1052979.875000 Penalty: 4665.615234
	Iteration 12Q: 3 clusters Score -1052980 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1053460.750000 Penalty: 4665.615234
	Iteration 13Q: 3 clusters Score -1053461 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1054182.625000 Penalty: 4665.615234
	Iteration 14Q: 3 clusters Score -1054183 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1055209.750000 Penalty: 4665.615234
	Iteration 15Q: 3 clusters Score -1055210 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1055852.000000 Penalty: 4665.615234
	Iteration 16Q: 3 clusters Score -1055852 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1056438.625000 Penalty: 4665.615234
	Iteration 17Q: 3 clusters Score -1056439 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1057133.750000 Penalty: 4665.615234
	Iteration 18Q: 3 clusters Score -1057134 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1057884.000000 Penalty: 4665.615234
	Iteration 19Q: 3 clusters Score -1057884 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1058737.000000 Penalty: 4665.615234
	Iteration 20F: 3 clusters Score -1058737 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1059648.875000 Penalty: 4665.615234
	Iteration 21Q: 3 clusters Score -1059649 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1060366.125000 Penalty: 4665.615234
	Iteration 22Q: 3 clusters Score -1060366 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1060671.625000 Penalty: 4665.615234
	Iteration 23Q: 3 clusters Score -1060672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1060717.000000 Penalty: 4665.615234
	Iteration 24Q: 3 clusters Score -1060717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1060724.750000 Penalty: 4665.615234
	Iteration 25Q: 3 clusters Score -1060725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1060721.375000 Penalty: 4665.615234
	Iteration 26Q: 3 clusters Score -1060721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1060721.375000 Penalty: 4665.615234
	Iteration 27F: 3 clusters Score -1060721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16865 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7471 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29297 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 4611 members 
Mstep: Class 17 contains 37601 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13567 members 
Mstep: Class 20 contains 107126 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4209 members 
Mstep: Class 24 contains 10785 members 
Mstep: Class 25 contains 5366 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21066 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Mstep: Class 34 contains 8796 members 
Mstep: Class 35 contains 6801 members 
Entering Unmasked Estep 
Score: -38197956.000000 Penalty: 113275.335938
Splitting cluster 25 changes total score from -38189816.000000 to -38197956.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 26 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -426446.687500 Penalty: 2119.257324
	Iteration 0F: 2 clusters Score -426446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -421828.812500 Penalty: 4238.514648
	Iteration 0F: 3 clusters Score -421828.8 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -422917.500000 Penalty: 4238.514648
	Iteration 1F: 3 clusters Score -422917.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -423130.718750 Penalty: 4238.514648
	Iteration 2F: 3 clusters Score -423130.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -423251.093750 Penalty: 4238.514648
	Iteration 3Q: 3 clusters Score -423251.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -423330.468750 Penalty: 4238.514648
	Iteration 4Q: 3 clusters Score -423330.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -423387.000000 Penalty: 4238.514648
	Iteration 5Q: 3 clusters Score -423387 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -423434.968750 Penalty: 4238.514648
	Iteration 6Q: 3 clusters Score -423435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -423471.281250 Penalty: 4238.514648
	Iteration 7Q: 3 clusters Score -423471.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -423501.500000 Penalty: 4238.514648
	Iteration 8Q: 3 clusters Score -423501.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -423530.500000 Penalty: 4238.514648
	Iteration 9Q: 3 clusters Score -423530.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -423550.187500 Penalty: 4238.514648
	Iteration 10Q: 3 clusters Score -423550.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -423569.062500 Penalty: 4238.514648
	Iteration 11Q: 3 clusters Score -423569.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -423585.593750 Penalty: 4238.514648
	Iteration 12Q: 3 clusters Score -423585.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -423602.187500 Penalty: 4238.514648
	Iteration 13Q: 3 clusters Score -423602.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -423618.343750 Penalty: 4238.514648
	Iteration 14Q: 3 clusters Score -423618.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -423638.468750 Penalty: 4238.514648
	Iteration 15Q: 3 clusters Score -423638.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -423659.281250 Penalty: 4238.514648
	Iteration 16Q: 3 clusters Score -423659.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -423676.250000 Penalty: 4238.514648
	Iteration 17Q: 3 clusters Score -423676.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -423691.156250 Penalty: 4238.514648
	Iteration 18Q: 3 clusters Score -423691.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -423707.500000 Penalty: 4238.514648
	Iteration 19Q: 3 clusters Score -423707.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -423724.656250 Penalty: 4238.514648
	Iteration 20F: 3 clusters Score -423724.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -423734.937500 Penalty: 4238.514648
	Iteration 21Q: 3 clusters Score -423734.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -423743.656250 Penalty: 4238.514648
	Iteration 22Q: 3 clusters Score -423743.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -423747.781250 Penalty: 4238.514648
	Iteration 23Q: 3 clusters Score -423747.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -423750.593750 Penalty: 4238.514648
	Iteration 24Q: 3 clusters Score -423750.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -423752.687500 Penalty: 4238.514648
	Iteration 25Q: 3 clusters Score -423752.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -423754.500000 Penalty: 4238.514648
	Iteration 26Q: 3 clusters Score -423754.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -423760.968750 Penalty: 4238.514648
	Iteration 27Q: 3 clusters Score -423761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -423767.687500 Penalty: 4238.514648
	Iteration 28Q: 3 clusters Score -423767.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -423774.062500 Penalty: 4238.514648
	Iteration 29Q: 3 clusters Score -423774.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -423781.937500 Penalty: 4238.514648
	Iteration 30Q: 3 clusters Score -423781.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -423792.781250 Penalty: 4238.514648
	Iteration 31Q: 3 clusters Score -423792.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -423799.687500 Penalty: 4238.514648
	Iteration 32Q: 3 clusters Score -423799.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -423805.937500 Penalty: 4238.514648
	Iteration 33Q: 3 clusters Score -423805.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -423811.937500 Penalty: 4238.514648
	Iteration 34Q: 3 clusters Score -423811.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -423820.687500 Penalty: 4238.514648
	Iteration 35Q: 3 clusters Score -423820.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -423831.937500 Penalty: 4238.514648
	Iteration 36Q: 3 clusters Score -423831.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -423843.312500 Penalty: 4238.514648
	Iteration 37Q: 3 clusters Score -423843.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -423852.843750 Penalty: 4238.514648
	Iteration 38Q: 3 clusters Score -423852.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -423865.375000 Penalty: 4238.514648
	Iteration 39Q: 3 clusters Score -423865.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -423880.937500 Penalty: 4238.514648
	Iteration 40F: 3 clusters Score -423880.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -423893.500000 Penalty: 4238.514648
	Iteration 41Q: 3 clusters Score -423893.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -423906.218750 Penalty: 4238.514648
	Iteration 42Q: 3 clusters Score -423906.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -423919.843750 Penalty: 4238.514648
	Iteration 43Q: 3 clusters Score -423919.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -423932.937500 Penalty: 4238.514648
	Iteration 44Q: 3 clusters Score -423932.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -423946.718750 Penalty: 4238.514648
	Iteration 45Q: 3 clusters Score -423946.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -423962.937500 Penalty: 4238.514648
	Iteration 46Q: 3 clusters Score -423962.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -423982.093750 Penalty: 4238.514648
	Iteration 47Q: 3 clusters Score -423982.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -423998.875000 Penalty: 4238.514648
	Iteration 48Q: 3 clusters Score -423998.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -424008.468750 Penalty: 4238.514648
	Iteration 49Q: 3 clusters Score -424008.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -424018.843750 Penalty: 4238.514648
	Iteration 50Q: 3 clusters Score -424018.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -424026.156250 Penalty: 4238.514648
	Iteration 51Q: 3 clusters Score -424026.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -424036.406250 Penalty: 4238.514648
	Iteration 52Q: 3 clusters Score -424036.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -424044.062500 Penalty: 4238.514648
	Iteration 53Q: 3 clusters Score -424044.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -424054.968750 Penalty: 4238.514648
	Iteration 54Q: 3 clusters Score -424055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -424065.437500 Penalty: 4238.514648
	Iteration 55Q: 3 clusters Score -424065.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -424074.812500 Penalty: 4238.514648
	Iteration 56Q: 3 clusters Score -424074.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -424084.531250 Penalty: 4238.514648
	Iteration 57Q: 3 clusters Score -424084.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -424093.375000 Penalty: 4238.514648
	Iteration 58Q: 3 clusters Score -424093.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -424102.468750 Penalty: 4238.514648
	Iteration 59Q: 3 clusters Score -424102.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -424113.937500 Penalty: 4238.514648
	Iteration 60F: 3 clusters Score -424113.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -424126.343750 Penalty: 4238.514648
	Iteration 61Q: 3 clusters Score -424126.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -424134.437500 Penalty: 4238.514648
	Iteration 62Q: 3 clusters Score -424134.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -424141.937500 Penalty: 4238.514648
	Iteration 63Q: 3 clusters Score -424141.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -424149.031250 Penalty: 4238.514648
	Iteration 64Q: 3 clusters Score -424149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -424155.343750 Penalty: 4238.514648
	Iteration 65Q: 3 clusters Score -424155.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -424161.343750 Penalty: 4238.514648
	Iteration 66Q: 3 clusters Score -424161.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -424165.593750 Penalty: 4238.514648
	Iteration 67Q: 3 clusters Score -424165.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -424170.500000 Penalty: 4238.514648
	Iteration 68Q: 3 clusters Score -424170.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -424174.968750 Penalty: 4238.514648
	Iteration 69Q: 3 clusters Score -424175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -424176.031250 Penalty: 4238.514648
	Iteration 70Q: 3 clusters Score -424176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -424178.281250 Penalty: 4238.514648
	Iteration 71Q: 3 clusters Score -424178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -424179.406250 Penalty: 4238.514648
	Iteration 72Q: 3 clusters Score -424179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -424181.531250 Penalty: 4238.514648
	Iteration 73Q: 3 clusters Score -424181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -424183.500000 Penalty: 4238.514648
	Iteration 74Q: 3 clusters Score -424183.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -424184.093750 Penalty: 4238.514648
	Iteration 75Q: 3 clusters Score -424184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -424185.781250 Penalty: 4238.514648
	Iteration 76Q: 3 clusters Score -424185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -424187.250000 Penalty: 4238.514648
	Iteration 77Q: 3 clusters Score -424187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -424187.531250 Penalty: 4238.514648
	Iteration 78Q: 3 clusters Score -424187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -424188.593750 Penalty: 4238.514648
	Iteration 79Q: 3 clusters Score -424188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -424189.937500 Penalty: 4238.514648
	Iteration 80F: 3 clusters Score -424189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -424190.812500 Penalty: 4238.514648
	Iteration 81Q: 3 clusters Score -424190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -424191.937500 Penalty: 4238.514648
	Iteration 82Q: 3 clusters Score -424191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -424191.937500 Penalty: 4238.514648
	Iteration 83F: 3 clusters Score -424191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -519479.031250 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -519479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -514367.250000 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -514367.2 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -515588.437500 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -515588.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -515827.593750 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -515827.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -515994.187500 Penalty: 4309.723633
	Iteration 3F: 3 clusters Score -515994.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -516096.843750 Penalty: 4309.723633
	Iteration 4Q: 3 clusters Score -516096.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -516171.906250 Penalty: 4309.723633
	Iteration 5Q: 3 clusters Score -516171.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -516226.312500 Penalty: 4309.723633
	Iteration 6Q: 3 clusters Score -516226.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -516272.218750 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -516272.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -516317.968750 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -516318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -516368.218750 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -516368.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -516428.500000 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -516428.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -516497.062500 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -516497.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -516575.718750 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -516575.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -516679.906250 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -516679.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -516792.718750 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -516792.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -516900.250000 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -516900.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -517010.531250 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -517010.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -517103.281250 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -517103.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -517191.281250 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -517191.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -517266.281250 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -517266.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -517337.906250 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -517337.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -517383.125000 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -517383.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -517413.812500 Penalty: 4309.723633
	Iteration 22Q: 3 clusters Score -517413.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -517438.312500 Penalty: 4309.723633
	Iteration 23Q: 3 clusters Score -517438.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -517457.500000 Penalty: 4309.723633
	Iteration 24Q: 3 clusters Score -517457.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -517475.343750 Penalty: 4309.723633
	Iteration 25Q: 3 clusters Score -517475.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -517484.812500 Penalty: 4309.723633
	Iteration 26Q: 3 clusters Score -517484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -517494.281250 Penalty: 4309.723633
	Iteration 27Q: 3 clusters Score -517494.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -517499.500000 Penalty: 4309.723633
	Iteration 28Q: 3 clusters Score -517499.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -517509.812500 Penalty: 4309.723633
	Iteration 29Q: 3 clusters Score -517509.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -517521.718750 Penalty: 4309.723633
	Iteration 30Q: 3 clusters Score -517521.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -517531.937500 Penalty: 4309.723633
	Iteration 31Q: 3 clusters Score -517531.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -517539.562500 Penalty: 4309.723633
	Iteration 32Q: 3 clusters Score -517539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -517546.687500 Penalty: 4309.723633
	Iteration 33Q: 3 clusters Score -517546.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -517558.281250 Penalty: 4309.723633
	Iteration 34Q: 3 clusters Score -517558.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -517566.750000 Penalty: 4309.723633
	Iteration 35Q: 3 clusters Score -517566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -517573.218750 Penalty: 4309.723633
	Iteration 36Q: 3 clusters Score -517573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -517579.062500 Penalty: 4309.723633
	Iteration 37Q: 3 clusters Score -517579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -517582.625000 Penalty: 4309.723633
	Iteration 38Q: 3 clusters Score -517582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -517587.218750 Penalty: 4309.723633
	Iteration 39Q: 3 clusters Score -517587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -517591.531250 Penalty: 4309.723633
	Iteration 40F: 3 clusters Score -517591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -517601.312500 Penalty: 4309.723633
	Iteration 41Q: 3 clusters Score -517601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -517606.468750 Penalty: 4309.723633
	Iteration 42Q: 3 clusters Score -517606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -517609.781250 Penalty: 4309.723633
	Iteration 43Q: 3 clusters Score -517609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -517611.656250 Penalty: 4309.723633
	Iteration 44Q: 3 clusters Score -517611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -517613.218750 Penalty: 4309.723633
	Iteration 45Q: 3 clusters Score -517613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -517614.531250 Penalty: 4309.723633
	Iteration 46Q: 3 clusters Score -517614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -517614.781250 Penalty: 4309.723633
	Iteration 47Q: 3 clusters Score -517614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -517614.781250 Penalty: 4309.723633
	Iteration 48F: 3 clusters Score -517614.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Entering Unmasked Estep 
Score: -1814364.625000 Penalty: 2468.943115
	Iteration 0F: 2 clusters Score -1814365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1799618.500000 Penalty: 4937.886230
	Iteration 0F: 3 clusters Score -1799618 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1804599.375000 Penalty: 4937.886230
	Iteration 1F: 3 clusters Score -1804599 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1805032.625000 Penalty: 4937.886230
	Iteration 2F: 3 clusters Score -1805033 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1805443.000000 Penalty: 4937.886230
	Iteration 3Q: 3 clusters Score -1805443 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1805875.250000 Penalty: 4937.886230
	Iteration 4Q: 3 clusters Score -1805875 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1806274.750000 Penalty: 4937.886230
	Iteration 5Q: 3 clusters Score -1806275 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1806625.125000 Penalty: 4937.886230
	Iteration 6Q: 3 clusters Score -1806625 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1806983.000000 Penalty: 4937.886230
	Iteration 7Q: 3 clusters Score -1806983 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1807321.250000 Penalty: 4937.886230
	Iteration 8Q: 3 clusters Score -1807321 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1807652.500000 Penalty: 4937.886230
	Iteration 9Q: 3 clusters Score -1807652 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1807992.500000 Penalty: 4937.886230
	Iteration 10Q: 3 clusters Score -1807992 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1808319.625000 Penalty: 4937.886230
	Iteration 11Q: 3 clusters Score -1808320 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1808648.500000 Penalty: 4937.886230
	Iteration 12Q: 3 clusters Score -1808648 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1808960.000000 Penalty: 4937.886230
	Iteration 13Q: 3 clusters Score -1808960 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1809197.750000 Penalty: 4937.886230
	Iteration 14Q: 3 clusters Score -1809198 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1809401.000000 Penalty: 4937.886230
	Iteration 15Q: 3 clusters Score -1809401 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1809553.250000 Penalty: 4937.886230
	Iteration 16Q: 3 clusters Score -1809553 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1809683.375000 Penalty: 4937.886230
	Iteration 17Q: 3 clusters Score -1809683 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1809796.000000 Penalty: 4937.886230
	Iteration 18Q: 3 clusters Score -1809796 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1809920.875000 Penalty: 4937.886230
	Iteration 19Q: 3 clusters Score -1809921 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1810026.875000 Penalty: 4937.886230
	Iteration 20F: 3 clusters Score -1810027 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1810153.750000 Penalty: 4937.886230
	Iteration 21Q: 3 clusters Score -1810154 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1810266.875000 Penalty: 4937.886230
	Iteration 22Q: 3 clusters Score -1810267 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1810378.000000 Penalty: 4937.886230
	Iteration 23Q: 3 clusters Score -1810378 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1810480.750000 Penalty: 4937.886230
	Iteration 24Q: 3 clusters Score -1810481 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1810587.750000 Penalty: 4937.886230
	Iteration 25Q: 3 clusters Score -1810588 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1810677.125000 Penalty: 4937.886230
	Iteration 26Q: 3 clusters Score -1810677 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1810765.625000 Penalty: 4937.886230
	Iteration 27Q: 3 clusters Score -1810766 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1810854.750000 Penalty: 4937.886230
	Iteration 28Q: 3 clusters Score -1810855 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1810949.500000 Penalty: 4937.886230
	Iteration 29Q: 3 clusters Score -1810950 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1811054.750000 Penalty: 4937.886230
	Iteration 30Q: 3 clusters Score -1811055 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1811167.250000 Penalty: 4937.886230
	Iteration 31Q: 3 clusters Score -1811167 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1811289.500000 Penalty: 4937.886230
	Iteration 32Q: 3 clusters Score -1811290 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1811415.375000 Penalty: 4937.886230
	Iteration 33Q: 3 clusters Score -1811415 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1811498.500000 Penalty: 4937.886230
	Iteration 34Q: 3 clusters Score -1811498 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1811585.375000 Penalty: 4937.886230
	Iteration 35Q: 3 clusters Score -1811585 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1811672.625000 Penalty: 4937.886230
	Iteration 36Q: 3 clusters Score -1811673 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1811749.250000 Penalty: 4937.886230
	Iteration 37Q: 3 clusters Score -1811749 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1811810.375000 Penalty: 4937.886230
	Iteration 38Q: 3 clusters Score -1811810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1811862.625000 Penalty: 4937.886230
	Iteration 39Q: 3 clusters Score -1811863 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1811946.875000 Penalty: 4937.886230
	Iteration 40F: 3 clusters Score -1811947 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1811997.125000 Penalty: 4937.886230
	Iteration 41Q: 3 clusters Score -1811997 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1812045.500000 Penalty: 4937.886230
	Iteration 42Q: 3 clusters Score -1812046 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1812071.750000 Penalty: 4937.886230
	Iteration 43Q: 3 clusters Score -1812072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1812101.875000 Penalty: 4937.886230
	Iteration 44Q: 3 clusters Score -1812102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1812123.250000 Penalty: 4937.886230
	Iteration 45Q: 3 clusters Score -1812123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1812137.750000 Penalty: 4937.886230
	Iteration 46Q: 3 clusters Score -1812138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1812158.000000 Penalty: 4937.886230
	Iteration 47Q: 3 clusters Score -1812158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1812169.125000 Penalty: 4937.886230
	Iteration 48Q: 3 clusters Score -1812169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1812184.125000 Penalty: 4937.886230
	Iteration 49Q: 3 clusters Score -1812184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1812203.750000 Penalty: 4937.886230
	Iteration 50Q: 3 clusters Score -1812204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1812212.000000 Penalty: 4937.886230
	Iteration 51Q: 3 clusters Score -1812212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1812218.000000 Penalty: 4937.886230
	Iteration 52Q: 3 clusters Score -1812218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1812231.500000 Penalty: 4937.886230
	Iteration 53Q: 3 clusters Score -1812232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1812240.000000 Penalty: 4937.886230
	Iteration 54Q: 3 clusters Score -1812240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1812250.875000 Penalty: 4937.886230
	Iteration 55Q: 3 clusters Score -1812251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1812260.250000 Penalty: 4937.886230
	Iteration 56Q: 3 clusters Score -1812260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1812265.375000 Penalty: 4937.886230
	Iteration 57Q: 3 clusters Score -1812265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1812282.500000 Penalty: 4937.886230
	Iteration 58Q: 3 clusters Score -1812282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1812282.750000 Penalty: 4937.886230
	Iteration 59Q: 3 clusters Score -1812283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1812286.625000 Penalty: 4937.886230
	Iteration 60F: 3 clusters Score -1812287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1812288.250000 Penalty: 4937.886230
	Iteration 61Q: 3 clusters Score -1812288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1812294.375000 Penalty: 4937.886230
	Iteration 62Q: 3 clusters Score -1812294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1812298.750000 Penalty: 4937.886230
	Iteration 63Q: 3 clusters Score -1812299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1812296.500000 Penalty: 4937.886230
	Iteration 64Q: 3 clusters Score -1812296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1812298.375000 Penalty: 4937.886230
	Iteration 65Q: 3 clusters Score -1812298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1812294.250000 Penalty: 4937.886230
	Iteration 66Q: 3 clusters Score -1812294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1812299.625000 Penalty: 4937.886230
	Iteration 67Q: 3 clusters Score -1812300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1812301.375000 Penalty: 4937.886230
	Iteration 68Q: 3 clusters Score -1812301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1812303.375000 Penalty: 4937.886230
	Iteration 69Q: 3 clusters Score -1812303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1812307.000000 Penalty: 4937.886230
	Iteration 70Q: 3 clusters Score -1812307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1812306.875000 Penalty: 4937.886230
	Iteration 71Q: 3 clusters Score -1812307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1812311.750000 Penalty: 4937.886230
	Iteration 72Q: 3 clusters Score -1812312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1812309.125000 Penalty: 4937.886230
	Iteration 73Q: 3 clusters Score -1812309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1812314.000000 Penalty: 4937.886230
	Iteration 74Q: 3 clusters Score -1812314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1812314.625000 Penalty: 4937.886230
	Iteration 75Q: 3 clusters Score -1812315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1812315.625000 Penalty: 4937.886230
	Iteration 76Q: 3 clusters Score -1812316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1812314.250000 Penalty: 4937.886230
	Iteration 77Q: 3 clusters Score -1812314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1812317.375000 Penalty: 4937.886230
	Iteration 78Q: 3 clusters Score -1812317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1812322.000000 Penalty: 4937.886230
	Iteration 79Q: 3 clusters Score -1812322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1812319.375000 Penalty: 4937.886230
	Iteration 80F: 3 clusters Score -1812319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1812319.250000 Penalty: 4937.886230
	Iteration 81Q: 3 clusters Score -1812319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1812318.125000 Penalty: 4937.886230
	Iteration 82Q: 3 clusters Score -1812318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1812319.000000 Penalty: 4937.886230
	Iteration 83Q: 3 clusters Score -1812319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1812318.000000 Penalty: 4937.886230
	Iteration 84Q: 3 clusters Score -1812318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1812320.000000 Penalty: 4937.886230
	Iteration 85Q: 3 clusters Score -1812320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1812320.750000 Penalty: 4937.886230
	Iteration 86Q: 3 clusters Score -1812321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1812320.375000 Penalty: 4937.886230
	Iteration 87Q: 3 clusters Score -1812320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1812323.375000 Penalty: 4937.886230
	Iteration 88Q: 3 clusters Score -1812323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1812321.250000 Penalty: 4937.886230
	Iteration 89Q: 3 clusters Score -1812321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1812323.250000 Penalty: 4937.886230
	Iteration 90Q: 3 clusters Score -1812323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1812321.250000 Penalty: 4937.886230
	Iteration 91Q: 3 clusters Score -1812321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1812320.375000 Penalty: 4937.886230
	Iteration 92Q: 3 clusters Score -1812320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1812320.250000 Penalty: 4937.886230
	Iteration 93Q: 3 clusters Score -1812320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1812322.750000 Penalty: 4937.886230
	Iteration 94Q: 3 clusters Score -1812323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1812321.750000 Penalty: 4937.886230
	Iteration 95Q: 3 clusters Score -1812322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1812321.750000 Penalty: 4937.886230
	Iteration 96F: 3 clusters Score -1812322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Entering Unmasked Estep 
Score: -427056.625000 Penalty: 2105.526855
	Iteration 0F: 2 clusters Score -427056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -422607.343750 Penalty: 4211.053711
	Iteration 0F: 3 clusters Score -422607.3 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -423678.812500 Penalty: 4211.053711
	Iteration 1F: 3 clusters Score -423678.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -423836.406250 Penalty: 4211.053711
	Iteration 2F: 3 clusters Score -423836.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -423931.406250 Penalty: 4211.053711
	Iteration 3Q: 3 clusters Score -423931.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -423993.625000 Penalty: 4211.053711
	Iteration 4Q: 3 clusters Score -423993.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -424046.468750 Penalty: 4211.053711
	Iteration 5Q: 3 clusters Score -424046.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -424076.750000 Penalty: 4211.053711
	Iteration 6Q: 3 clusters Score -424076.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -424109.406250 Penalty: 4211.053711
	Iteration 7Q: 3 clusters Score -424109.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -424130.437500 Penalty: 4211.053711
	Iteration 8Q: 3 clusters Score -424130.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -424143.093750 Penalty: 4211.053711
	Iteration 9Q: 3 clusters Score -424143.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -424155.031250 Penalty: 4211.053711
	Iteration 10Q: 3 clusters Score -424155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -424165.593750 Penalty: 4211.053711
	Iteration 11Q: 3 clusters Score -424165.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -424177.125000 Penalty: 4211.053711
	Iteration 12Q: 3 clusters Score -424177.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -424181.406250 Penalty: 4211.053711
	Iteration 13Q: 3 clusters Score -424181.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -424186.593750 Penalty: 4211.053711
	Iteration 14Q: 3 clusters Score -424186.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -424191.531250 Penalty: 4211.053711
	Iteration 15Q: 3 clusters Score -424191.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -424198.093750 Penalty: 4211.053711
	Iteration 16Q: 3 clusters Score -424198.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -424203.375000 Penalty: 4211.053711
	Iteration 17Q: 3 clusters Score -424203.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -424207.625000 Penalty: 4211.053711
	Iteration 18Q: 3 clusters Score -424207.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -424213.062500 Penalty: 4211.053711
	Iteration 19Q: 3 clusters Score -424213.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -424215.625000 Penalty: 4211.053711
	Iteration 20F: 3 clusters Score -424215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -424217.718750 Penalty: 4211.053711
	Iteration 21Q: 3 clusters Score -424217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -424221.750000 Penalty: 4211.053711
	Iteration 22Q: 3 clusters Score -424221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -424223.468750 Penalty: 4211.053711
	Iteration 23Q: 3 clusters Score -424223.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -424227.312500 Penalty: 4211.053711
	Iteration 24Q: 3 clusters Score -424227.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -424230.343750 Penalty: 4211.053711
	Iteration 25Q: 3 clusters Score -424230.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -424234.437500 Penalty: 4211.053711
	Iteration 26Q: 3 clusters Score -424234.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -424235.875000 Penalty: 4211.053711
	Iteration 27Q: 3 clusters Score -424235.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -424239.000000 Penalty: 4211.053711
	Iteration 28Q: 3 clusters Score -424239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -424243.062500 Penalty: 4211.053711
	Iteration 29Q: 3 clusters Score -424243.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -424245.687500 Penalty: 4211.053711
	Iteration 30Q: 3 clusters Score -424245.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -424249.031250 Penalty: 4211.053711
	Iteration 31Q: 3 clusters Score -424249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -424253.906250 Penalty: 4211.053711
	Iteration 32Q: 3 clusters Score -424253.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -424260.250000 Penalty: 4211.053711
	Iteration 33Q: 3 clusters Score -424260.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -424265.718750 Penalty: 4211.053711
	Iteration 34Q: 3 clusters Score -424265.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -424272.093750 Penalty: 4211.053711
	Iteration 35Q: 3 clusters Score -424272.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -424276.968750 Penalty: 4211.053711
	Iteration 36Q: 3 clusters Score -424277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -424282.281250 Penalty: 4211.053711
	Iteration 37Q: 3 clusters Score -424282.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -424287.500000 Penalty: 4211.053711
	Iteration 38Q: 3 clusters Score -424287.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -424294.031250 Penalty: 4211.053711
	Iteration 39Q: 3 clusters Score -424294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -424301.062500 Penalty: 4211.053711
	Iteration 40F: 3 clusters Score -424301.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -424306.375000 Penalty: 4211.053711
	Iteration 41Q: 3 clusters Score -424306.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -424316.156250 Penalty: 4211.053711
	Iteration 42Q: 3 clusters Score -424316.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -424323.875000 Penalty: 4211.053711
	Iteration 43Q: 3 clusters Score -424323.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -424331.875000 Penalty: 4211.053711
	Iteration 44Q: 3 clusters Score -424331.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -424341.406250 Penalty: 4211.053711
	Iteration 45Q: 3 clusters Score -424341.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -424350.093750 Penalty: 4211.053711
	Iteration 46Q: 3 clusters Score -424350.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -424361.625000 Penalty: 4211.053711
	Iteration 47Q: 3 clusters Score -424361.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -424372.937500 Penalty: 4211.053711
	Iteration 48Q: 3 clusters Score -424372.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -424383.812500 Penalty: 4211.053711
	Iteration 49Q: 3 clusters Score -424383.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -424392.218750 Penalty: 4211.053711
	Iteration 50Q: 3 clusters Score -424392.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -424401.125000 Penalty: 4211.053711
	Iteration 51Q: 3 clusters Score -424401.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -424411.375000 Penalty: 4211.053711
	Iteration 52Q: 3 clusters Score -424411.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -424418.781250 Penalty: 4211.053711
	Iteration 53Q: 3 clusters Score -424418.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -424430.468750 Penalty: 4211.053711
	Iteration 54Q: 3 clusters Score -424430.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -424446.781250 Penalty: 4211.053711
	Iteration 55Q: 3 clusters Score -424446.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -424465.125000 Penalty: 4211.053711
	Iteration 56Q: 3 clusters Score -424465.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -424490.656250 Penalty: 4211.053711
	Iteration 57Q: 3 clusters Score -424490.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -424518.875000 Penalty: 4211.053711
	Iteration 58Q: 3 clusters Score -424518.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -424547.281250 Penalty: 4211.053711
	Iteration 59Q: 3 clusters Score -424547.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -424577.250000 Penalty: 4211.053711
	Iteration 60F: 3 clusters Score -424577.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -424605.468750 Penalty: 4211.053711
	Iteration 61Q: 3 clusters Score -424605.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -424646.718750 Penalty: 4211.053711
	Iteration 62Q: 3 clusters Score -424646.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -424688.843750 Penalty: 4211.053711
	Iteration 63Q: 3 clusters Score -424688.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -424725.843750 Penalty: 4211.053711
	Iteration 64Q: 3 clusters Score -424725.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -424771.312500 Penalty: 4211.053711
	Iteration 65Q: 3 clusters Score -424771.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -424814.062500 Penalty: 4211.053711
	Iteration 66Q: 3 clusters Score -424814.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -424856.187500 Penalty: 4211.053711
	Iteration 67Q: 3 clusters Score -424856.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -424893.937500 Penalty: 4211.053711
	Iteration 68Q: 3 clusters Score -424893.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -424921.812500 Penalty: 4211.053711
	Iteration 69Q: 3 clusters Score -424921.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -424948.062500 Penalty: 4211.053711
	Iteration 70Q: 3 clusters Score -424948.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -424971.656250 Penalty: 4211.053711
	Iteration 71Q: 3 clusters Score -424971.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -424999.968750 Penalty: 4211.053711
	Iteration 72Q: 3 clusters Score -425000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -425026.031250 Penalty: 4211.053711
	Iteration 73Q: 3 clusters Score -425026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -425046.843750 Penalty: 4211.053711
	Iteration 74Q: 3 clusters Score -425046.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -425065.875000 Penalty: 4211.053711
	Iteration 75Q: 3 clusters Score -425065.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -425095.781250 Penalty: 4211.053711
	Iteration 76Q: 3 clusters Score -425095.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -425126.875000 Penalty: 4211.053711
	Iteration 77Q: 3 clusters Score -425126.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -425147.375000 Penalty: 4211.053711
	Iteration 78Q: 3 clusters Score -425147.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -425163.875000 Penalty: 4211.053711
	Iteration 79Q: 3 clusters Score -425163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -425176.437500 Penalty: 4211.053711
	Iteration 80F: 3 clusters Score -425176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -425185.656250 Penalty: 4211.053711
	Iteration 81Q: 3 clusters Score -425185.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -425193.500000 Penalty: 4211.053711
	Iteration 82Q: 3 clusters Score -425193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -425199.156250 Penalty: 4211.053711
	Iteration 83Q: 3 clusters Score -425199.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -425202.218750 Penalty: 4211.053711
	Iteration 84Q: 3 clusters Score -425202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -425205.875000 Penalty: 4211.053711
	Iteration 85Q: 3 clusters Score -425205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -425209.875000 Penalty: 4211.053711
	Iteration 86Q: 3 clusters Score -425209.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -425216.062500 Penalty: 4211.053711
	Iteration 87Q: 3 clusters Score -425216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -425226.125000 Penalty: 4211.053711
	Iteration 88Q: 3 clusters Score -425226.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -425235.218750 Penalty: 4211.053711
	Iteration 89Q: 3 clusters Score -425235.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -425240.156250 Penalty: 4211.053711
	Iteration 90Q: 3 clusters Score -425240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -425244.687500 Penalty: 4211.053711
	Iteration 91Q: 3 clusters Score -425244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -425247.968750 Penalty: 4211.053711
	Iteration 92Q: 3 clusters Score -425248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -425252.875000 Penalty: 4211.053711
	Iteration 93Q: 3 clusters Score -425252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -425255.187500 Penalty: 4211.053711
	Iteration 94Q: 3 clusters Score -425255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -425256.937500 Penalty: 4211.053711
	Iteration 95Q: 3 clusters Score -425256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -425258.250000 Penalty: 4211.053711
	Iteration 96Q: 3 clusters Score -425258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -425258.250000 Penalty: 4211.053711
	Iteration 97F: 3 clusters Score -425258.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Entering Unmasked Estep 
Score: -2031136.000000 Penalty: 2496.112061
	Iteration 0F: 2 clusters Score -2031136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2014817.750000 Penalty: 4992.224121
	Iteration 0F: 3 clusters Score -2014818 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2020749.875000 Penalty: 4992.224121
	Iteration 1F: 3 clusters Score -2020750 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2021419.875000 Penalty: 4992.224121
	Iteration 2F: 3 clusters Score -2021420 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2022122.625000 Penalty: 4992.224121
	Iteration 3F: 3 clusters Score -2022123 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2022779.500000 Penalty: 4992.224121
	Iteration 4F: 3 clusters Score -2022780 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2023425.500000 Penalty: 4992.224121
	Iteration 5F: 3 clusters Score -2023426 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2024147.250000 Penalty: 4992.224121
	Iteration 6F: 3 clusters Score -2024147 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2024969.875000 Penalty: 4992.224121
	Iteration 7F: 3 clusters Score -2024970 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2025839.750000 Penalty: 4992.224121
	Iteration 8F: 3 clusters Score -2025840 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2026782.000000 Penalty: 4992.224121
	Iteration 9F: 3 clusters Score -2026782 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2027550.500000 Penalty: 4992.224121
	Iteration 10Q: 3 clusters Score -2027550 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2028002.125000 Penalty: 4992.224121
	Iteration 11Q: 3 clusters Score -2028002 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2028240.750000 Penalty: 4992.224121
	Iteration 12Q: 3 clusters Score -2028241 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2028348.625000 Penalty: 4992.224121
	Iteration 13Q: 3 clusters Score -2028349 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2028432.375000 Penalty: 4992.224121
	Iteration 14Q: 3 clusters Score -2028432 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2028489.875000 Penalty: 4992.224121
	Iteration 15Q: 3 clusters Score -2028490 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2028542.500000 Penalty: 4992.224121
	Iteration 16Q: 3 clusters Score -2028542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2028578.000000 Penalty: 4992.224121
	Iteration 17Q: 3 clusters Score -2028578 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2028642.625000 Penalty: 4992.224121
	Iteration 18Q: 3 clusters Score -2028643 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2028702.500000 Penalty: 4992.224121
	Iteration 19Q: 3 clusters Score -2028702 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2028763.875000 Penalty: 4992.224121
	Iteration 20F: 3 clusters Score -2028764 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2028835.500000 Penalty: 4992.224121
	Iteration 21Q: 3 clusters Score -2028836 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2028907.625000 Penalty: 4992.224121
	Iteration 22Q: 3 clusters Score -2028908 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2028988.500000 Penalty: 4992.224121
	Iteration 23Q: 3 clusters Score -2028988 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2029060.875000 Penalty: 4992.224121
	Iteration 24Q: 3 clusters Score -2029061 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2029124.750000 Penalty: 4992.224121
	Iteration 25Q: 3 clusters Score -2029125 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2029191.250000 Penalty: 4992.224121
	Iteration 26Q: 3 clusters Score -2029191 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2029247.000000 Penalty: 4992.224121
	Iteration 27Q: 3 clusters Score -2029247 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2029308.375000 Penalty: 4992.224121
	Iteration 28Q: 3 clusters Score -2029308 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2029383.375000 Penalty: 4992.224121
	Iteration 29Q: 3 clusters Score -2029383 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2029452.500000 Penalty: 4992.224121
	Iteration 30Q: 3 clusters Score -2029452 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2029529.625000 Penalty: 4992.224121
	Iteration 31Q: 3 clusters Score -2029530 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2029604.500000 Penalty: 4992.224121
	Iteration 32Q: 3 clusters Score -2029604 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2029654.000000 Penalty: 4992.224121
	Iteration 33Q: 3 clusters Score -2029654 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2029723.000000 Penalty: 4992.224121
	Iteration 34Q: 3 clusters Score -2029723 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2029764.625000 Penalty: 4992.224121
	Iteration 35Q: 3 clusters Score -2029765 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2029811.250000 Penalty: 4992.224121
	Iteration 36Q: 3 clusters Score -2029811 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2029837.500000 Penalty: 4992.224121
	Iteration 37Q: 3 clusters Score -2029838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2029857.750000 Penalty: 4992.224121
	Iteration 38Q: 3 clusters Score -2029858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2029880.000000 Penalty: 4992.224121
	Iteration 39Q: 3 clusters Score -2029880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2029891.750000 Penalty: 4992.224121
	Iteration 40F: 3 clusters Score -2029892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2029902.375000 Penalty: 4992.224121
	Iteration 41Q: 3 clusters Score -2029902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2029911.500000 Penalty: 4992.224121
	Iteration 42Q: 3 clusters Score -2029912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2029916.375000 Penalty: 4992.224121
	Iteration 43Q: 3 clusters Score -2029916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2029920.625000 Penalty: 4992.224121
	Iteration 44Q: 3 clusters Score -2029921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2029921.875000 Penalty: 4992.224121
	Iteration 45Q: 3 clusters Score -2029922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2029926.625000 Penalty: 4992.224121
	Iteration 46Q: 3 clusters Score -2029927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2029929.750000 Penalty: 4992.224121
	Iteration 47Q: 3 clusters Score -2029930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2029931.875000 Penalty: 4992.224121
	Iteration 48Q: 3 clusters Score -2029932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2029934.125000 Penalty: 4992.224121
	Iteration 49Q: 3 clusters Score -2029934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2029934.250000 Penalty: 4992.224121
	Iteration 50Q: 3 clusters Score -2029934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2029938.875000 Penalty: 4992.224121
	Iteration 51Q: 3 clusters Score -2029939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2029937.375000 Penalty: 4992.224121
	Iteration 52Q: 3 clusters Score -2029937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2029940.625000 Penalty: 4992.224121
	Iteration 53Q: 3 clusters Score -2029941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2029939.125000 Penalty: 4992.224121
	Iteration 54Q: 3 clusters Score -2029939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2029941.000000 Penalty: 4992.224121
	Iteration 55Q: 3 clusters Score -2029941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2029938.875000 Penalty: 4992.224121
	Iteration 56Q: 3 clusters Score -2029939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2029940.375000 Penalty: 4992.224121
	Iteration 57Q: 3 clusters Score -2029940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2029942.250000 Penalty: 4992.224121
	Iteration 58Q: 3 clusters Score -2029942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2029939.375000 Penalty: 4992.224121
	Iteration 59Q: 3 clusters Score -2029939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2029941.125000 Penalty: 4992.224121
	Iteration 60F: 3 clusters Score -2029941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2029942.250000 Penalty: 4992.224121
	Iteration 61Q: 3 clusters Score -2029942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2029942.250000 Penalty: 4992.224121
	Iteration 62F: 3 clusters Score -2029942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Entering Unmasked Estep 
Score: -672326.375000 Penalty: 2196.593018
	Iteration 0F: 2 clusters Score -672326.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -666449.625000 Penalty: 4393.186035
	Iteration 0F: 3 clusters Score -666449.6 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -667993.000000 Penalty: 4393.186035
	Iteration 1F: 3 clusters Score -667993 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -668278.562500 Penalty: 4393.186035
	Iteration 2F: 3 clusters Score -668278.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -668454.625000 Penalty: 4393.186035
	Iteration 3F: 3 clusters Score -668454.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -668572.500000 Penalty: 4393.186035
	Iteration 4Q: 3 clusters Score -668572.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -668655.687500 Penalty: 4393.186035
	Iteration 5Q: 3 clusters Score -668655.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -668716.187500 Penalty: 4393.186035
	Iteration 6Q: 3 clusters Score -668716.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -668763.437500 Penalty: 4393.186035
	Iteration 7Q: 3 clusters Score -668763.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -668812.000000 Penalty: 4393.186035
	Iteration 8Q: 3 clusters Score -668812 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -668855.437500 Penalty: 4393.186035
	Iteration 9Q: 3 clusters Score -668855.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -668894.375000 Penalty: 4393.186035
	Iteration 10Q: 3 clusters Score -668894.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -668937.625000 Penalty: 4393.186035
	Iteration 11Q: 3 clusters Score -668937.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -668989.875000 Penalty: 4393.186035
	Iteration 12Q: 3 clusters Score -668989.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -669037.750000 Penalty: 4393.186035
	Iteration 13Q: 3 clusters Score -669037.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -669091.125000 Penalty: 4393.186035
	Iteration 14Q: 3 clusters Score -669091.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -669142.062500 Penalty: 4393.186035
	Iteration 15Q: 3 clusters Score -669142.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -669194.375000 Penalty: 4393.186035
	Iteration 16Q: 3 clusters Score -669194.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -669245.750000 Penalty: 4393.186035
	Iteration 17Q: 3 clusters Score -669245.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -669302.625000 Penalty: 4393.186035
	Iteration 18Q: 3 clusters Score -669302.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -669371.687500 Penalty: 4393.186035
	Iteration 19Q: 3 clusters Score -669371.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -669430.437500 Penalty: 4393.186035
	Iteration 20F: 3 clusters Score -669430.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -669493.250000 Penalty: 4393.186035
	Iteration 21Q: 3 clusters Score -669493.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -669559.500000 Penalty: 4393.186035
	Iteration 22Q: 3 clusters Score -669559.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -669632.375000 Penalty: 4393.186035
	Iteration 23Q: 3 clusters Score -669632.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -669703.562500 Penalty: 4393.186035
	Iteration 24Q: 3 clusters Score -669703.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -669776.562500 Penalty: 4393.186035
	Iteration 25Q: 3 clusters Score -669776.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -669847.250000 Penalty: 4393.186035
	Iteration 26Q: 3 clusters Score -669847.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -669913.000000 Penalty: 4393.186035
	Iteration 27Q: 3 clusters Score -669913 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -669979.312500 Penalty: 4393.186035
	Iteration 28Q: 3 clusters Score -669979.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -670037.250000 Penalty: 4393.186035
	Iteration 29Q: 3 clusters Score -670037.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -670085.937500 Penalty: 4393.186035
	Iteration 30Q: 3 clusters Score -670085.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -670136.437500 Penalty: 4393.186035
	Iteration 31Q: 3 clusters Score -670136.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -670177.812500 Penalty: 4393.186035
	Iteration 32Q: 3 clusters Score -670177.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -670220.875000 Penalty: 4393.186035
	Iteration 33Q: 3 clusters Score -670220.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -670252.562500 Penalty: 4393.186035
	Iteration 34Q: 3 clusters Score -670252.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -670280.125000 Penalty: 4393.186035
	Iteration 35Q: 3 clusters Score -670280.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -670304.687500 Penalty: 4393.186035
	Iteration 36Q: 3 clusters Score -670304.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -670318.562500 Penalty: 4393.186035
	Iteration 37Q: 3 clusters Score -670318.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -670331.625000 Penalty: 4393.186035
	Iteration 38Q: 3 clusters Score -670331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -670339.500000 Penalty: 4393.186035
	Iteration 39Q: 3 clusters Score -670339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -670347.687500 Penalty: 4393.186035
	Iteration 40F: 3 clusters Score -670347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -670353.687500 Penalty: 4393.186035
	Iteration 41Q: 3 clusters Score -670353.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -670361.625000 Penalty: 4393.186035
	Iteration 42Q: 3 clusters Score -670361.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -670371.187500 Penalty: 4393.186035
	Iteration 43Q: 3 clusters Score -670371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -670376.687500 Penalty: 4393.186035
	Iteration 44Q: 3 clusters Score -670376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -670380.375000 Penalty: 4393.186035
	Iteration 45Q: 3 clusters Score -670380.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -670387.687500 Penalty: 4393.186035
	Iteration 46Q: 3 clusters Score -670387.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -670397.125000 Penalty: 4393.186035
	Iteration 47Q: 3 clusters Score -670397.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -670409.375000 Penalty: 4393.186035
	Iteration 48Q: 3 clusters Score -670409.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -670416.000000 Penalty: 4393.186035
	Iteration 49Q: 3 clusters Score -670416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -670419.687500 Penalty: 4393.186035
	Iteration 50Q: 3 clusters Score -670419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -670424.000000 Penalty: 4393.186035
	Iteration 51Q: 3 clusters Score -670424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -670425.062500 Penalty: 4393.186035
	Iteration 52Q: 3 clusters Score -670425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -670429.437500 Penalty: 4393.186035
	Iteration 53Q: 3 clusters Score -670429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -670433.375000 Penalty: 4393.186035
	Iteration 54Q: 3 clusters Score -670433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -670433.750000 Penalty: 4393.186035
	Iteration 55Q: 3 clusters Score -670433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -670437.687500 Penalty: 4393.186035
	Iteration 56Q: 3 clusters Score -670437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -670443.437500 Penalty: 4393.186035
	Iteration 57Q: 3 clusters Score -670443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -670447.875000 Penalty: 4393.186035
	Iteration 58Q: 3 clusters Score -670447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -670452.375000 Penalty: 4393.186035
	Iteration 59Q: 3 clusters Score -670452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -670453.437500 Penalty: 4393.186035
	Iteration 60F: 3 clusters Score -670453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -670458.000000 Penalty: 4393.186035
	Iteration 61Q: 3 clusters Score -670458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -670463.250000 Penalty: 4393.186035
	Iteration 62Q: 3 clusters Score -670463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -670464.687500 Penalty: 4393.186035
	Iteration 63Q: 3 clusters Score -670464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -670472.125000 Penalty: 4393.186035
	Iteration 64Q: 3 clusters Score -670472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -670475.562500 Penalty: 4393.186035
	Iteration 65Q: 3 clusters Score -670475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -670477.500000 Penalty: 4393.186035
	Iteration 66Q: 3 clusters Score -670477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -670477.562500 Penalty: 4393.186035
	Iteration 67Q: 3 clusters Score -670477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -670479.187500 Penalty: 4393.186035
	Iteration 68Q: 3 clusters Score -670479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -670480.125000 Penalty: 4393.186035
	Iteration 69Q: 3 clusters Score -670480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -670484.250000 Penalty: 4393.186035
	Iteration 70Q: 3 clusters Score -670484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -670484.875000 Penalty: 4393.186035
	Iteration 71Q: 3 clusters Score -670484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -670484.875000 Penalty: 4393.186035
	Iteration 72F: 3 clusters Score -670484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -344260.687500 Penalty: 2060.860840
	Iteration 0F: 2 clusters Score -344260.7 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 2010 members 
Entering Unmasked Estep 
Score: -340233.593750 Penalty: 4121.721680
	Iteration 0F: 3 clusters Score -340233.6 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -341150.875000 Penalty: 4121.721680
	Iteration 1F: 3 clusters Score -341150.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -341356.031250 Penalty: 4121.721680
	Iteration 2F: 3 clusters Score -341356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -341464.843750 Penalty: 4121.721680
	Iteration 3Q: 3 clusters Score -341464.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -341537.062500 Penalty: 4121.721680
	Iteration 4Q: 3 clusters Score -341537.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -341595.250000 Penalty: 4121.721680
	Iteration 5Q: 3 clusters Score -341595.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -341647.156250 Penalty: 4121.721680
	Iteration 6Q: 3 clusters Score -341647.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -341691.468750 Penalty: 4121.721680
	Iteration 7Q: 3 clusters Score -341691.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -341726.125000 Penalty: 4121.721680
	Iteration 8Q: 3 clusters Score -341726.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -341761.125000 Penalty: 4121.721680
	Iteration 9Q: 3 clusters Score -341761.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -341797.500000 Penalty: 4121.721680
	Iteration 10Q: 3 clusters Score -341797.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -341840.968750 Penalty: 4121.721680
	Iteration 11Q: 3 clusters Score -341841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -341887.437500 Penalty: 4121.721680
	Iteration 12Q: 3 clusters Score -341887.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -341934.031250 Penalty: 4121.721680
	Iteration 13Q: 3 clusters Score -341934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -341983.781250 Penalty: 4121.721680
	Iteration 14Q: 3 clusters Score -341983.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -342032.281250 Penalty: 4121.721680
	Iteration 15Q: 3 clusters Score -342032.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -342078.781250 Penalty: 4121.721680
	Iteration 16Q: 3 clusters Score -342078.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -342111.218750 Penalty: 4121.721680
	Iteration 17Q: 3 clusters Score -342111.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -342138.562500 Penalty: 4121.721680
	Iteration 18Q: 3 clusters Score -342138.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -342165.562500 Penalty: 4121.721680
	Iteration 19Q: 3 clusters Score -342165.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -342190.312500 Penalty: 4121.721680
	Iteration 20F: 3 clusters Score -342190.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -342217.218750 Penalty: 4121.721680
	Iteration 21Q: 3 clusters Score -342217.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -342241.937500 Penalty: 4121.721680
	Iteration 22Q: 3 clusters Score -342241.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -342265.062500 Penalty: 4121.721680
	Iteration 23Q: 3 clusters Score -342265.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -342290.718750 Penalty: 4121.721680
	Iteration 24Q: 3 clusters Score -342290.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342310.218750 Penalty: 4121.721680
	Iteration 25Q: 3 clusters Score -342310.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -342316.687500 Penalty: 4121.721680
	Iteration 26Q: 3 clusters Score -342316.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -342324.843750 Penalty: 4121.721680
	Iteration 27Q: 3 clusters Score -342324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342332.250000 Penalty: 4121.721680
	Iteration 28Q: 3 clusters Score -342332.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -342337.531250 Penalty: 4121.721680
	Iteration 29Q: 3 clusters Score -342337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -342338.750000 Penalty: 4121.721680
	Iteration 30Q: 3 clusters Score -342338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -342339.312500 Penalty: 4121.721680
	Iteration 31Q: 3 clusters Score -342339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -342340.406250 Penalty: 4121.721680
	Iteration 32Q: 3 clusters Score -342340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342341.406250 Penalty: 4121.721680
	Iteration 33Q: 3 clusters Score -342341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342341.406250 Penalty: 4121.721680
	Iteration 34F: 3 clusters Score -342341.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Entering Unmasked Estep 
Score: -897834.937500 Penalty: 2289.658447
	Iteration 0F: 2 clusters Score -897834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -890097.187500 Penalty: 4579.316895
	Iteration 0F: 3 clusters Score -890097.2 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -892299.375000 Penalty: 4579.316895
	Iteration 1F: 3 clusters Score -892299.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -892607.125000 Penalty: 4579.316895
	Iteration 2F: 3 clusters Score -892607.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -892822.937500 Penalty: 4579.316895
	Iteration 3Q: 3 clusters Score -892822.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -892980.937500 Penalty: 4579.316895
	Iteration 4Q: 3 clusters Score -892980.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -893116.562500 Penalty: 4579.316895
	Iteration 5Q: 3 clusters Score -893116.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -893216.812500 Penalty: 4579.316895
	Iteration 6Q: 3 clusters Score -893216.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -893302.687500 Penalty: 4579.316895
	Iteration 7Q: 3 clusters Score -893302.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -893380.187500 Penalty: 4579.316895
	Iteration 8Q: 3 clusters Score -893380.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -893447.000000 Penalty: 4579.316895
	Iteration 9Q: 3 clusters Score -893447 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -893508.875000 Penalty: 4579.316895
	Iteration 10Q: 3 clusters Score -893508.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -893565.812500 Penalty: 4579.316895
	Iteration 11Q: 3 clusters Score -893565.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -893632.625000 Penalty: 4579.316895
	Iteration 12Q: 3 clusters Score -893632.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -893724.687500 Penalty: 4579.316895
	Iteration 13Q: 3 clusters Score -893724.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -893828.812500 Penalty: 4579.316895
	Iteration 14Q: 3 clusters Score -893828.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -893939.000000 Penalty: 4579.316895
	Iteration 15Q: 3 clusters Score -893939 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -894040.375000 Penalty: 4579.316895
	Iteration 16Q: 3 clusters Score -894040.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -894139.187500 Penalty: 4579.316895
	Iteration 17Q: 3 clusters Score -894139.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -894248.250000 Penalty: 4579.316895
	Iteration 18Q: 3 clusters Score -894248.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -894362.250000 Penalty: 4579.316895
	Iteration 19Q: 3 clusters Score -894362.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -894497.687500 Penalty: 4579.316895
	Iteration 20F: 3 clusters Score -894497.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -894632.125000 Penalty: 4579.316895
	Iteration 21Q: 3 clusters Score -894632.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -894745.312500 Penalty: 4579.316895
	Iteration 22Q: 3 clusters Score -894745.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -894847.750000 Penalty: 4579.316895
	Iteration 23Q: 3 clusters Score -894847.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -894947.937500 Penalty: 4579.316895
	Iteration 24Q: 3 clusters Score -894947.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -895062.187500 Penalty: 4579.316895
	Iteration 25Q: 3 clusters Score -895062.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -895178.437500 Penalty: 4579.316895
	Iteration 26Q: 3 clusters Score -895178.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -895276.875000 Penalty: 4579.316895
	Iteration 27Q: 3 clusters Score -895276.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -895371.625000 Penalty: 4579.316895
	Iteration 28Q: 3 clusters Score -895371.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -895452.375000 Penalty: 4579.316895
	Iteration 29Q: 3 clusters Score -895452.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -895529.750000 Penalty: 4579.316895
	Iteration 30Q: 3 clusters Score -895529.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -895595.437500 Penalty: 4579.316895
	Iteration 31Q: 3 clusters Score -895595.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -895648.500000 Penalty: 4579.316895
	Iteration 32Q: 3 clusters Score -895648.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -895692.062500 Penalty: 4579.316895
	Iteration 33Q: 3 clusters Score -895692.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -895723.625000 Penalty: 4579.316895
	Iteration 34Q: 3 clusters Score -895723.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -895747.937500 Penalty: 4579.316895
	Iteration 35Q: 3 clusters Score -895747.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -895769.437500 Penalty: 4579.316895
	Iteration 36Q: 3 clusters Score -895769.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -895788.625000 Penalty: 4579.316895
	Iteration 37Q: 3 clusters Score -895788.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -895802.625000 Penalty: 4579.316895
	Iteration 38Q: 3 clusters Score -895802.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -895820.250000 Penalty: 4579.316895
	Iteration 39Q: 3 clusters Score -895820.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -895834.750000 Penalty: 4579.316895
	Iteration 40F: 3 clusters Score -895834.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -895841.250000 Penalty: 4579.316895
	Iteration 41Q: 3 clusters Score -895841.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -895848.687500 Penalty: 4579.316895
	Iteration 42Q: 3 clusters Score -895848.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -895854.000000 Penalty: 4579.316895
	Iteration 43Q: 3 clusters Score -895854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -895860.437500 Penalty: 4579.316895
	Iteration 44Q: 3 clusters Score -895860.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -895866.562500 Penalty: 4579.316895
	Iteration 45Q: 3 clusters Score -895866.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -895870.187500 Penalty: 4579.316895
	Iteration 46Q: 3 clusters Score -895870.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -895873.625000 Penalty: 4579.316895
	Iteration 47Q: 3 clusters Score -895873.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -895881.187500 Penalty: 4579.316895
	Iteration 48Q: 3 clusters Score -895881.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -895889.500000 Penalty: 4579.316895
	Iteration 49Q: 3 clusters Score -895889.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -895893.812500 Penalty: 4579.316895
	Iteration 50Q: 3 clusters Score -895893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -895898.500000 Penalty: 4579.316895
	Iteration 51Q: 3 clusters Score -895898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -895904.312500 Penalty: 4579.316895
	Iteration 52Q: 3 clusters Score -895904.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -895911.562500 Penalty: 4579.316895
	Iteration 53Q: 3 clusters Score -895911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -895919.062500 Penalty: 4579.316895
	Iteration 54Q: 3 clusters Score -895919.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -895924.437500 Penalty: 4579.316895
	Iteration 55Q: 3 clusters Score -895924.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -895926.750000 Penalty: 4579.316895
	Iteration 56Q: 3 clusters Score -895926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -895929.062500 Penalty: 4579.316895
	Iteration 57Q: 3 clusters Score -895929.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -895929.437500 Penalty: 4579.316895
	Iteration 58Q: 3 clusters Score -895929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -895929.437500 Penalty: 4579.316895
	Iteration 59F: 3 clusters Score -895929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 16865 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 7471 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 29297 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 4611 members 
Mstep: Class 17 contains 37601 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 13567 members 
Mstep: Class 20 contains 107126 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 4209 members 
Mstep: Class 24 contains 10785 members 
Mstep: Class 25 contains 5366 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 21066 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38198796.000000 Penalty: 113275.335938
Iteration 159Q: 36 clusters Score -3.81988e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 9750 members 
Mstep: Class 4 contains 16879 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29298 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 8038 members 
Mstep: Class 14 contains 7721 members 
Mstep: Class 15 contains 23599 members 
Mstep: Class 16 contains 4599 members 
Mstep: Class 17 contains 37609 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 13568 members 
Mstep: Class 20 contains 107141 members 
Mstep: Class 21 contains 5462 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 4214 members 
Mstep: Class 24 contains 10802 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 5950 members 
Mstep: Class 28 contains 21083 members 
Mstep: Class 29 contains 4876 members 
Mstep: Class 30 contains 23508 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8639 members 
Mstep: Class 35 contains 6719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199160.000000 Penalty: 113275.335938
Iteration 160F: 36 clusters Score -3.819916e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 9734 members 
Mstep: Class 4 contains 16869 members 
Mstep: Class 5 contains 12344 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29294 members 
Mstep: Class 9 contains 14700 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 7720 members 
Mstep: Class 15 contains 23567 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 37599 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13571 members 
Mstep: Class 20 contains 107134 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 4779 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 5953 members 
Mstep: Class 28 contains 21086 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 23496 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4060 members 
Mstep: Class 33 contains 10241 members 
Mstep: Class 34 contains 8751 members 
Mstep: Class 35 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199160.000000 Penalty: 113275.335938
Iteration 161Q: 36 clusters Score -3.819916e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 9723 members 
Mstep: Class 4 contains 16861 members 
Mstep: Class 5 contains 12347 members 
Mstep: Class 6 contains 7473 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29295 members 
Mstep: Class 9 contains 14705 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 8016 members 
Mstep: Class 14 contains 7720 members 
Mstep: Class 15 contains 23554 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37596 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13578 members 
Mstep: Class 20 contains 107130 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 4779 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21094 members 
Mstep: Class 29 contains 4874 members 
Mstep: Class 30 contains 23491 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8789 members 
Mstep: Class 35 contains 6742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199212.000000 Penalty: 113275.335938
Iteration 162Q: 36 clusters Score -3.819921e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 9721 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29295 members 
Mstep: Class 9 contains 14705 members 
Mstep: Class 10 contains 9529 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 12467 members 
Mstep: Class 13 contains 8011 members 
Mstep: Class 14 contains 7721 members 
Mstep: Class 15 contains 23548 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37592 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13584 members 
Mstep: Class 20 contains 107129 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4217 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21099 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23484 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 10241 members 
Mstep: Class 34 contains 8807 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199284.000000 Penalty: 113275.335938
Iteration 163Q: 36 clusters Score -3.819928e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 9718 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29299 members 
Mstep: Class 9 contains 14710 members 
Mstep: Class 10 contains 9529 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 12464 members 
Mstep: Class 13 contains 8001 members 
Mstep: Class 14 contains 7721 members 
Mstep: Class 15 contains 23543 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37590 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13586 members 
Mstep: Class 20 contains 107125 members 
Mstep: Class 21 contains 5374 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4217 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5149 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21106 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23480 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4073 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8820 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199224.000000 Penalty: 113275.335938
Iteration 164Q: 36 clusters Score -3.819922e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7473 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29301 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 12467 members 
Mstep: Class 13 contains 7991 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23540 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37584 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13585 members 
Mstep: Class 20 contains 107124 members 
Mstep: Class 21 contains 5370 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5149 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21108 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23471 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4082 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8829 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199160.000000 Penalty: 113275.335938
Iteration 165Q: 36 clusters Score -3.819916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29299 members 
Mstep: Class 9 contains 14720 members 
Mstep: Class 10 contains 9527 members 
Mstep: Class 11 contains 3258 members 
Mstep: Class 12 contains 12471 members 
Mstep: Class 13 contains 7985 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23537 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37580 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13585 members 
Mstep: Class 20 contains 107116 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 10820 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21112 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23466 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8832 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199240.000000 Penalty: 113275.335938
Iteration 166Q: 36 clusters Score -3.819924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7473 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29300 members 
Mstep: Class 9 contains 14723 members 
Mstep: Class 10 contains 9527 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 12 contains 12472 members 
Mstep: Class 13 contains 7979 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23537 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37576 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13585 members 
Mstep: Class 20 contains 107111 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21113 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23461 members 
Mstep: Class 31 contains 7030 members 
Mstep: Class 32 contains 4092 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8834 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199248.000000 Penalty: 113275.335938
Iteration 167Q: 36 clusters Score -3.819925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29301 members 
Mstep: Class 9 contains 14727 members 
Mstep: Class 10 contains 9527 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12476 members 
Mstep: Class 13 contains 7977 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23536 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37572 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13585 members 
Mstep: Class 20 contains 107103 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21113 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23456 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4097 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199256.000000 Penalty: 113275.335938
Iteration 168Q: 36 clusters Score -3.819926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7470 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29307 members 
Mstep: Class 9 contains 14732 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12479 members 
Mstep: Class 13 contains 7970 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23536 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37568 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13585 members 
Mstep: Class 20 contains 107099 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21114 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23450 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4102 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199248.000000 Penalty: 113275.335938
Iteration 169Q: 36 clusters Score -3.819925e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29313 members 
Mstep: Class 9 contains 14736 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12479 members 
Mstep: Class 13 contains 7965 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23536 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37565 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13585 members 
Mstep: Class 20 contains 107097 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21115 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23448 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4104 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199236.000000 Penalty: 113275.335938
Iteration 170Q: 36 clusters Score -3.819924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7467 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29317 members 
Mstep: Class 9 contains 14741 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12480 members 
Mstep: Class 13 contains 7958 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23536 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37563 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13586 members 
Mstep: Class 20 contains 107092 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4225 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5145 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21116 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23446 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4106 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199268.000000 Penalty: 113275.335938
Iteration 171Q: 36 clusters Score -3.819927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7467 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29317 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 9529 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12480 members 
Mstep: Class 13 contains 7949 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23535 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13586 members 
Mstep: Class 20 contains 107086 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5144 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21116 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23446 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4107 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199236.000000 Penalty: 113275.335938
Iteration 172Q: 36 clusters Score -3.819924e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7466 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29325 members 
Mstep: Class 9 contains 14755 members 
Mstep: Class 10 contains 9530 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 12478 members 
Mstep: Class 13 contains 7944 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37560 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13586 members 
Mstep: Class 20 contains 107077 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4237 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21117 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23446 members 
Mstep: Class 31 contains 7032 members 
Mstep: Class 32 contains 4108 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199232.000000 Penalty: 113275.335938
Iteration 173Q: 36 clusters Score -3.819923e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16859 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29333 members 
Mstep: Class 9 contains 14761 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12479 members 
Mstep: Class 13 contains 7938 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37558 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13586 members 
Mstep: Class 20 contains 107071 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4237 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21117 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7032 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199228.000000 Penalty: 113275.335938
Iteration 174Q: 36 clusters Score -3.819923e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4349 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16859 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7469 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29341 members 
Mstep: Class 9 contains 14765 members 
Mstep: Class 10 contains 9530 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 7929 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37552 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13586 members 
Mstep: Class 20 contains 107067 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21117 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7032 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199292.000000 Penalty: 113275.335938
Iteration 175Q: 36 clusters Score -3.819929e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16859 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7470 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29343 members 
Mstep: Class 9 contains 14772 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 7917 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23533 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37548 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13586 members 
Mstep: Class 20 contains 107061 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4250 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21117 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7032 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199312.000000 Penalty: 113275.335938
Iteration 176Q: 36 clusters Score -3.819931e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16859 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7470 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29346 members 
Mstep: Class 9 contains 14781 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 12494 members 
Mstep: Class 13 contains 7906 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23533 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37542 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13587 members 
Mstep: Class 20 contains 107052 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4261 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21117 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7032 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199280.000000 Penalty: 113275.335938
Iteration 177Q: 36 clusters Score -3.819928e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4338 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16859 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7467 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 14786 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 12500 members 
Mstep: Class 13 contains 7894 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23533 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37534 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13589 members 
Mstep: Class 20 contains 107047 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4271 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21118 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7032 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199300.000000 Penalty: 113275.335938
Iteration 178Q: 36 clusters Score -3.81993e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4338 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16859 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7467 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29357 members 
Mstep: Class 9 contains 14792 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 12501 members 
Mstep: Class 13 contains 7878 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23533 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37528 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13590 members 
Mstep: Class 20 contains 107042 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4275 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21120 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199284.000000 Penalty: 113275.335938
Iteration 179Q: 36 clusters Score -3.819928e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16859 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29364 members 
Mstep: Class 9 contains 14795 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 7863 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23533 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37527 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13591 members 
Mstep: Class 20 contains 107036 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4282 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21122 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199300.000000 Penalty: 113275.335938
Iteration 180F: 36 clusters Score -3.81993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4335 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29371 members 
Mstep: Class 9 contains 14800 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 7842 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23533 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37523 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13591 members 
Mstep: Class 20 contains 107030 members 
Mstep: Class 21 contains 5358 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21125 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199204.000000 Penalty: 113275.335938
Iteration 181Q: 36 clusters Score -3.81992e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4334 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7470 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29378 members 
Mstep: Class 9 contains 14804 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 12515 members 
Mstep: Class 13 contains 7820 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37519 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13591 members 
Mstep: Class 20 contains 107027 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5142 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21126 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199260.000000 Penalty: 113275.335938
Iteration 182Q: 36 clusters Score -3.819926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4334 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7471 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29388 members 
Mstep: Class 9 contains 14807 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 7796 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37515 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13591 members 
Mstep: Class 20 contains 107020 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21129 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23445 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199284.000000 Penalty: 113275.335938
Iteration 183Q: 36 clusters Score -3.819928e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29401 members 
Mstep: Class 9 contains 14811 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3267 members 
Mstep: Class 12 contains 12531 members 
Mstep: Class 13 contains 7778 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37512 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13590 members 
Mstep: Class 20 contains 107017 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4299 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5139 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21130 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199276.000000 Penalty: 113275.335938
Iteration 184Q: 36 clusters Score -3.819928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 7473 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29407 members 
Mstep: Class 9 contains 14810 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 12538 members 
Mstep: Class 13 contains 7757 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37505 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13591 members 
Mstep: Class 20 contains 107020 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 4777 members 
Mstep: Class 23 contains 4306 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21137 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199260.000000 Penalty: 113275.335938
Iteration 185Q: 36 clusters Score -3.819926e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16859 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29404 members 
Mstep: Class 9 contains 14811 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 7740 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37503 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13590 members 
Mstep: Class 20 contains 107022 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4310 members 
Mstep: Class 24 contains 10841 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21140 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199296.000000 Penalty: 113275.335938
Iteration 186Q: 36 clusters Score -3.81993e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4326 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29403 members 
Mstep: Class 9 contains 14812 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 12541 members 
Mstep: Class 13 contains 7737 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37498 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13588 members 
Mstep: Class 20 contains 107019 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5134 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21141 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199304.000000 Penalty: 113275.335938
Iteration 187Q: 36 clusters Score -3.81993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4323 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29403 members 
Mstep: Class 9 contains 14813 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 7736 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37490 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13588 members 
Mstep: Class 20 contains 107017 members 
Mstep: Class 21 contains 5353 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21142 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10242 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199300.000000 Penalty: 113275.335938
Iteration 188Q: 36 clusters Score -3.81993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29402 members 
Mstep: Class 9 contains 14818 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 7732 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37484 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 13588 members 
Mstep: Class 20 contains 107012 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 10861 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21143 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10243 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199304.000000 Penalty: 113275.335938
Iteration 189Q: 36 clusters Score -3.81993e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7470 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29399 members 
Mstep: Class 9 contains 14826 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 7726 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37476 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13589 members 
Mstep: Class 20 contains 107005 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 10865 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21146 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199288.000000 Penalty: 113275.335938
Iteration 190Q: 36 clusters Score -3.819929e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7461 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29398 members 
Mstep: Class 9 contains 14833 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 12558 members 
Mstep: Class 13 contains 7723 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37473 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13589 members 
Mstep: Class 20 contains 106998 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4325 members 
Mstep: Class 24 contains 10869 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21148 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199316.000000 Penalty: 113275.335938
Iteration 191Q: 36 clusters Score -3.819932e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4320 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29392 members 
Mstep: Class 9 contains 14840 members 
Mstep: Class 10 contains 9533 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 12560 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37474 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13589 members 
Mstep: Class 20 contains 106989 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4333 members 
Mstep: Class 24 contains 10875 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21152 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199324.000000 Penalty: 113275.335938
Iteration 192Q: 36 clusters Score -3.819932e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29391 members 
Mstep: Class 9 contains 14848 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 12561 members 
Mstep: Class 13 contains 7699 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37472 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13589 members 
Mstep: Class 20 contains 106978 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21156 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7032 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199304.000000 Penalty: 113275.335938
Iteration 193Q: 36 clusters Score -3.81993e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29390 members 
Mstep: Class 9 contains 14857 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 12560 members 
Mstep: Class 13 contains 7689 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37471 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13589 members 
Mstep: Class 20 contains 106964 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4344 members 
Mstep: Class 24 contains 10889 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21160 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7033 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199268.000000 Penalty: 113275.335938
Iteration 194Q: 36 clusters Score -3.819927e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7452 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29393 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 12560 members 
Mstep: Class 13 contains 7682 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37468 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13589 members 
Mstep: Class 20 contains 106948 members 
Mstep: Class 21 contains 5349 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4347 members 
Mstep: Class 24 contains 10893 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21164 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199300.000000 Penalty: 113275.335938
Iteration 195Q: 36 clusters Score -3.81993e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29400 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 12562 members 
Mstep: Class 13 contains 7676 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37462 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13590 members 
Mstep: Class 20 contains 106937 members 
Mstep: Class 21 contains 5347 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4350 members 
Mstep: Class 24 contains 10896 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5129 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21167 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199300.000000 Penalty: 113275.335938
Iteration 196Q: 36 clusters Score -3.81993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29407 members 
Mstep: Class 9 contains 14885 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 3280 members 
Mstep: Class 12 contains 12567 members 
Mstep: Class 13 contains 7670 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37452 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13590 members 
Mstep: Class 20 contains 106928 members 
Mstep: Class 21 contains 5343 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4349 members 
Mstep: Class 24 contains 10899 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5130 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21171 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199316.000000 Penalty: 113275.335938
Iteration 197Q: 36 clusters Score -3.819932e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4322 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 29408 members 
Mstep: Class 9 contains 14891 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 12571 members 
Mstep: Class 13 contains 7667 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37444 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13591 members 
Mstep: Class 20 contains 106923 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4349 members 
Mstep: Class 24 contains 10901 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5128 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21176 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199344.000000 Penalty: 113275.335938
Iteration 198Q: 36 clusters Score -3.819934e+07 nChanged 51
Entering ConstructFrom: 
Score: -38199344.000000 Penalty: 113275.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Entering Unmasked Estep 
Score: -445807.875000 Penalty: 2144.410645
	Iteration 0F: 2 clusters Score -445807.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -440836.281250 Penalty: 4288.821289
	Iteration 0F: 3 clusters Score -440836.3 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -442089.937500 Penalty: 4288.821289
	Iteration 1F: 3 clusters Score -442089.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -442360.593750 Penalty: 4288.821289
	Iteration 2F: 3 clusters Score -442360.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -442531.843750 Penalty: 4288.821289
	Iteration 3F: 3 clusters Score -442531.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -442657.218750 Penalty: 4288.821289
	Iteration 4Q: 3 clusters Score -442657.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -442756.875000 Penalty: 4288.821289
	Iteration 5Q: 3 clusters Score -442756.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -442847.031250 Penalty: 4288.821289
	Iteration 6Q: 3 clusters Score -442847 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -442923.875000 Penalty: 4288.821289
	Iteration 7Q: 3 clusters Score -442923.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -442980.750000 Penalty: 4288.821289
	Iteration 8Q: 3 clusters Score -442980.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -443037.250000 Penalty: 4288.821289
	Iteration 9Q: 3 clusters Score -443037.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -443094.437500 Penalty: 4288.821289
	Iteration 10Q: 3 clusters Score -443094.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -443159.437500 Penalty: 4288.821289
	Iteration 11Q: 3 clusters Score -443159.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -443232.218750 Penalty: 4288.821289
	Iteration 12Q: 3 clusters Score -443232.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -443309.000000 Penalty: 4288.821289
	Iteration 13Q: 3 clusters Score -443309 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -443385.625000 Penalty: 4288.821289
	Iteration 14Q: 3 clusters Score -443385.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -443468.687500 Penalty: 4288.821289
	Iteration 15Q: 3 clusters Score -443468.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -443554.656250 Penalty: 4288.821289
	Iteration 16Q: 3 clusters Score -443554.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -443640.531250 Penalty: 4288.821289
	Iteration 17Q: 3 clusters Score -443640.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -443736.437500 Penalty: 4288.821289
	Iteration 18Q: 3 clusters Score -443736.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -443825.343750 Penalty: 4288.821289
	Iteration 19Q: 3 clusters Score -443825.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -443907.687500 Penalty: 4288.821289
	Iteration 20F: 3 clusters Score -443907.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -443987.687500 Penalty: 4288.821289
	Iteration 21Q: 3 clusters Score -443987.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -444067.500000 Penalty: 4288.821289
	Iteration 22Q: 3 clusters Score -444067.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -444155.937500 Penalty: 4288.821289
	Iteration 23Q: 3 clusters Score -444155.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -444242.968750 Penalty: 4288.821289
	Iteration 24Q: 3 clusters Score -444243 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -444327.468750 Penalty: 4288.821289
	Iteration 25Q: 3 clusters Score -444327.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -444379.000000 Penalty: 4288.821289
	Iteration 26Q: 3 clusters Score -444379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -444414.031250 Penalty: 4288.821289
	Iteration 27Q: 3 clusters Score -444414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -444436.781250 Penalty: 4288.821289
	Iteration 28Q: 3 clusters Score -444436.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -444456.812500 Penalty: 4288.821289
	Iteration 29Q: 3 clusters Score -444456.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -444472.843750 Penalty: 4288.821289
	Iteration 30Q: 3 clusters Score -444472.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -444485.031250 Penalty: 4288.821289
	Iteration 31Q: 3 clusters Score -444485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -444492.843750 Penalty: 4288.821289
	Iteration 32Q: 3 clusters Score -444492.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -444496.750000 Penalty: 4288.821289
	Iteration 33Q: 3 clusters Score -444496.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -444501.031250 Penalty: 4288.821289
	Iteration 34Q: 3 clusters Score -444501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -444503.343750 Penalty: 4288.821289
	Iteration 35Q: 3 clusters Score -444503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -444503.843750 Penalty: 4288.821289
	Iteration 36Q: 3 clusters Score -444503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -444506.625000 Penalty: 4288.821289
	Iteration 37Q: 3 clusters Score -444506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -444506.656250 Penalty: 4288.821289
	Iteration 38Q: 3 clusters Score -444506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -444506.968750 Penalty: 4288.821289
	Iteration 39Q: 3 clusters Score -444507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -444507.187500 Penalty: 4288.821289
	Iteration 40F: 3 clusters Score -444507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Entering Unmasked Estep 
Score: -304152.750000 Penalty: 2076.125488
	Iteration 0F: 2 clusters Score -304152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -300167.281250 Penalty: 4152.250977
	Iteration 0F: 3 clusters Score -300167.3 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -301304.500000 Penalty: 4152.250977
	Iteration 1F: 3 clusters Score -301304.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -301676.093750 Penalty: 4152.250977
	Iteration 2F: 3 clusters Score -301676.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -301931.843750 Penalty: 4152.250977
	Iteration 3F: 3 clusters Score -301931.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -302118.250000 Penalty: 4152.250977
	Iteration 4Q: 3 clusters Score -302118.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -302276.468750 Penalty: 4152.250977
	Iteration 5Q: 3 clusters Score -302276.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -302401.437500 Penalty: 4152.250977
	Iteration 6Q: 3 clusters Score -302401.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -302530.406250 Penalty: 4152.250977
	Iteration 7Q: 3 clusters Score -302530.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -302670.937500 Penalty: 4152.250977
	Iteration 8Q: 3 clusters Score -302670.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -302821.875000 Penalty: 4152.250977
	Iteration 9Q: 3 clusters Score -302821.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -302930.687500 Penalty: 4152.250977
	Iteration 10Q: 3 clusters Score -302930.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -303021.468750 Penalty: 4152.250977
	Iteration 11Q: 3 clusters Score -303021.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -303091.718750 Penalty: 4152.250977
	Iteration 12Q: 3 clusters Score -303091.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -303158.843750 Penalty: 4152.250977
	Iteration 13Q: 3 clusters Score -303158.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -303229.781250 Penalty: 4152.250977
	Iteration 14Q: 3 clusters Score -303229.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -303271.875000 Penalty: 4152.250977
	Iteration 15Q: 3 clusters Score -303271.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -303297.625000 Penalty: 4152.250977
	Iteration 16Q: 3 clusters Score -303297.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -303331.875000 Penalty: 4152.250977
	Iteration 17Q: 3 clusters Score -303331.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -303366.875000 Penalty: 4152.250977
	Iteration 18Q: 3 clusters Score -303366.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -303397.031250 Penalty: 4152.250977
	Iteration 19Q: 3 clusters Score -303397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -303411.531250 Penalty: 4152.250977
	Iteration 20F: 3 clusters Score -303411.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -303423.593750 Penalty: 4152.250977
	Iteration 21Q: 3 clusters Score -303423.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -303433.031250 Penalty: 4152.250977
	Iteration 22Q: 3 clusters Score -303433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -303438.125000 Penalty: 4152.250977
	Iteration 23Q: 3 clusters Score -303438.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -303444.187500 Penalty: 4152.250977
	Iteration 24Q: 3 clusters Score -303444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -303455.531250 Penalty: 4152.250977
	Iteration 25Q: 3 clusters Score -303455.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -303463.718750 Penalty: 4152.250977
	Iteration 26Q: 3 clusters Score -303463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -303465.656250 Penalty: 4152.250977
	Iteration 27Q: 3 clusters Score -303465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -303468.187500 Penalty: 4152.250977
	Iteration 28Q: 3 clusters Score -303468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -303472.593750 Penalty: 4152.250977
	Iteration 29Q: 3 clusters Score -303472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -303475.750000 Penalty: 4152.250977
	Iteration 30Q: 3 clusters Score -303475.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -303478.375000 Penalty: 4152.250977
	Iteration 31Q: 3 clusters Score -303478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -303479.250000 Penalty: 4152.250977
	Iteration 32Q: 3 clusters Score -303479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -303479.625000 Penalty: 4152.250977
	Iteration 33Q: 3 clusters Score -303479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -303479.781250 Penalty: 4152.250977
	Iteration 34Q: 3 clusters Score -303479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -303479.781250 Penalty: 4152.250977
	Iteration 35F: 3 clusters Score -303479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -848730.500000 Penalty: 2277.044678
	Iteration 0F: 2 clusters Score -848730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -841193.812500 Penalty: 4554.089355
	Iteration 0F: 3 clusters Score -841193.8 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -843298.937500 Penalty: 4554.089355
	Iteration 1F: 3 clusters Score -843298.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -843583.125000 Penalty: 4554.089355
	Iteration 2F: 3 clusters Score -843583.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -843799.375000 Penalty: 4554.089355
	Iteration 3Q: 3 clusters Score -843799.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -843978.500000 Penalty: 4554.089355
	Iteration 4Q: 3 clusters Score -843978.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -844137.250000 Penalty: 4554.089355
	Iteration 5Q: 3 clusters Score -844137.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -844295.187500 Penalty: 4554.089355
	Iteration 6Q: 3 clusters Score -844295.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -844455.687500 Penalty: 4554.089355
	Iteration 7Q: 3 clusters Score -844455.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -844638.437500 Penalty: 4554.089355
	Iteration 8Q: 3 clusters Score -844638.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -844868.812500 Penalty: 4554.089355
	Iteration 9Q: 3 clusters Score -844868.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -845181.562500 Penalty: 4554.089355
	Iteration 10Q: 3 clusters Score -845181.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -845547.625000 Penalty: 4554.089355
	Iteration 11Q: 3 clusters Score -845547.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -845920.312500 Penalty: 4554.089355
	Iteration 12Q: 3 clusters Score -845920.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -846224.125000 Penalty: 4554.089355
	Iteration 13Q: 3 clusters Score -846224.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -846453.250000 Penalty: 4554.089355
	Iteration 14Q: 3 clusters Score -846453.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -846619.000000 Penalty: 4554.089355
	Iteration 15Q: 3 clusters Score -846619 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -846731.375000 Penalty: 4554.089355
	Iteration 16Q: 3 clusters Score -846731.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -846808.375000 Penalty: 4554.089355
	Iteration 17Q: 3 clusters Score -846808.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -846855.125000 Penalty: 4554.089355
	Iteration 18Q: 3 clusters Score -846855.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -846889.062500 Penalty: 4554.089355
	Iteration 19Q: 3 clusters Score -846889.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -846920.312500 Penalty: 4554.089355
	Iteration 20F: 3 clusters Score -846920.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -846955.750000 Penalty: 4554.089355
	Iteration 21Q: 3 clusters Score -846955.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -846982.062500 Penalty: 4554.089355
	Iteration 22Q: 3 clusters Score -846982.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -847000.625000 Penalty: 4554.089355
	Iteration 23Q: 3 clusters Score -847000.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -847017.750000 Penalty: 4554.089355
	Iteration 24Q: 3 clusters Score -847017.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -847024.875000 Penalty: 4554.089355
	Iteration 25Q: 3 clusters Score -847024.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -847033.500000 Penalty: 4554.089355
	Iteration 26Q: 3 clusters Score -847033.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -847041.625000 Penalty: 4554.089355
	Iteration 27Q: 3 clusters Score -847041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -847045.625000 Penalty: 4554.089355
	Iteration 28Q: 3 clusters Score -847045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -847050.187500 Penalty: 4554.089355
	Iteration 29Q: 3 clusters Score -847050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -847054.500000 Penalty: 4554.089355
	Iteration 30Q: 3 clusters Score -847054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -847057.625000 Penalty: 4554.089355
	Iteration 31Q: 3 clusters Score -847057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -847057.125000 Penalty: 4554.089355
	Iteration 32Q: 3 clusters Score -847057.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -847057.125000 Penalty: 4554.089355
	Iteration 33F: 3 clusters Score -847057.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Entering Unmasked Estep 
Score: -1469169.625000 Penalty: 2413.694824
	Iteration 0F: 2 clusters Score -1469170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1457218.125000 Penalty: 4827.389648
	Iteration 0F: 3 clusters Score -1457218 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1461019.500000 Penalty: 4827.389648
	Iteration 1F: 3 clusters Score -1461020 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1461393.625000 Penalty: 4827.389648
	Iteration 2F: 3 clusters Score -1461394 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1461717.625000 Penalty: 4827.389648
	Iteration 3Q: 3 clusters Score -1461718 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1462024.750000 Penalty: 4827.389648
	Iteration 4Q: 3 clusters Score -1462025 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1462381.500000 Penalty: 4827.389648
	Iteration 5Q: 3 clusters Score -1462382 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1462797.125000 Penalty: 4827.389648
	Iteration 6Q: 3 clusters Score -1462797 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1463291.625000 Penalty: 4827.389648
	Iteration 7Q: 3 clusters Score -1463292 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1463873.750000 Penalty: 4827.389648
	Iteration 8F: 3 clusters Score -1463874 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1464479.500000 Penalty: 4827.389648
	Iteration 9F: 3 clusters Score -1464480 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1465090.000000 Penalty: 4827.389648
	Iteration 10Q: 3 clusters Score -1465090 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1465651.750000 Penalty: 4827.389648
	Iteration 11Q: 3 clusters Score -1465652 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1466075.875000 Penalty: 4827.389648
	Iteration 12Q: 3 clusters Score -1466076 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1466337.375000 Penalty: 4827.389648
	Iteration 13Q: 3 clusters Score -1466337 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1466495.875000 Penalty: 4827.389648
	Iteration 14Q: 3 clusters Score -1466496 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1466602.875000 Penalty: 4827.389648
	Iteration 15Q: 3 clusters Score -1466603 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1466708.125000 Penalty: 4827.389648
	Iteration 16Q: 3 clusters Score -1466708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1466780.000000 Penalty: 4827.389648
	Iteration 17Q: 3 clusters Score -1466780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1466816.125000 Penalty: 4827.389648
	Iteration 18Q: 3 clusters Score -1466816 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1466860.125000 Penalty: 4827.389648
	Iteration 19Q: 3 clusters Score -1466860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1466900.375000 Penalty: 4827.389648
	Iteration 20F: 3 clusters Score -1466900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1466940.750000 Penalty: 4827.389648
	Iteration 21Q: 3 clusters Score -1466941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1466963.625000 Penalty: 4827.389648
	Iteration 22Q: 3 clusters Score -1466964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1466992.625000 Penalty: 4827.389648
	Iteration 23Q: 3 clusters Score -1466993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1467014.375000 Penalty: 4827.389648
	Iteration 24Q: 3 clusters Score -1467014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1467020.000000 Penalty: 4827.389648
	Iteration 25Q: 3 clusters Score -1467020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1467027.875000 Penalty: 4827.389648
	Iteration 26Q: 3 clusters Score -1467028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1467037.500000 Penalty: 4827.389648
	Iteration 27Q: 3 clusters Score -1467038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1467040.875000 Penalty: 4827.389648
	Iteration 28Q: 3 clusters Score -1467041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1467043.625000 Penalty: 4827.389648
	Iteration 29Q: 3 clusters Score -1467044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1467050.625000 Penalty: 4827.389648
	Iteration 30Q: 3 clusters Score -1467051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1467050.750000 Penalty: 4827.389648
	Iteration 31Q: 3 clusters Score -1467051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1467051.625000 Penalty: 4827.389648
	Iteration 32Q: 3 clusters Score -1467052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1467056.125000 Penalty: 4827.389648
	Iteration 33Q: 3 clusters Score -1467056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1467060.500000 Penalty: 4827.389648
	Iteration 34Q: 3 clusters Score -1467060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1467062.125000 Penalty: 4827.389648
	Iteration 35Q: 3 clusters Score -1467062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1467067.125000 Penalty: 4827.389648
	Iteration 36Q: 3 clusters Score -1467067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1467069.250000 Penalty: 4827.389648
	Iteration 37Q: 3 clusters Score -1467069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1467069.750000 Penalty: 4827.389648
	Iteration 38Q: 3 clusters Score -1467070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1467071.375000 Penalty: 4827.389648
	Iteration 39Q: 3 clusters Score -1467071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1467070.125000 Penalty: 4827.389648
	Iteration 40F: 3 clusters Score -1467070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Entering Unmasked Estep 
Score: -1081569.000000 Penalty: 2336.489990
	Iteration 0F: 2 clusters Score -1081569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1072373.500000 Penalty: 4672.979980
	Iteration 0F: 3 clusters Score -1072374 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1075228.500000 Penalty: 4672.979980
	Iteration 1F: 3 clusters Score -1075228 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1075707.625000 Penalty: 4672.979980
	Iteration 2F: 3 clusters Score -1075708 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1076114.125000 Penalty: 4672.979980
	Iteration 3F: 3 clusters Score -1076114 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1076514.125000 Penalty: 4672.979980
	Iteration 4F: 3 clusters Score -1076514 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1076894.000000 Penalty: 4672.979980
	Iteration 5F: 3 clusters Score -1076894 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1077223.000000 Penalty: 4672.979980
	Iteration 6Q: 3 clusters Score -1077223 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1077510.250000 Penalty: 4672.979980
	Iteration 7Q: 3 clusters Score -1077510 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1077778.000000 Penalty: 4672.979980
	Iteration 8Q: 3 clusters Score -1077778 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1078010.875000 Penalty: 4672.979980
	Iteration 9Q: 3 clusters Score -1078011 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1078186.750000 Penalty: 4672.979980
	Iteration 10Q: 3 clusters Score -1078187 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1078330.250000 Penalty: 4672.979980
	Iteration 11Q: 3 clusters Score -1078330 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1078429.500000 Penalty: 4672.979980
	Iteration 12Q: 3 clusters Score -1078430 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1078517.875000 Penalty: 4672.979980
	Iteration 13Q: 3 clusters Score -1078518 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1078582.125000 Penalty: 4672.979980
	Iteration 14Q: 3 clusters Score -1078582 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1078641.875000 Penalty: 4672.979980
	Iteration 15Q: 3 clusters Score -1078642 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1078688.500000 Penalty: 4672.979980
	Iteration 16Q: 3 clusters Score -1078688 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1078720.125000 Penalty: 4672.979980
	Iteration 17Q: 3 clusters Score -1078720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1078741.750000 Penalty: 4672.979980
	Iteration 18Q: 3 clusters Score -1078742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1078755.125000 Penalty: 4672.979980
	Iteration 19Q: 3 clusters Score -1078755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1078767.250000 Penalty: 4672.979980
	Iteration 20F: 3 clusters Score -1078767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1078769.500000 Penalty: 4672.979980
	Iteration 21Q: 3 clusters Score -1078770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1078778.000000 Penalty: 4672.979980
	Iteration 22Q: 3 clusters Score -1078778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1078782.500000 Penalty: 4672.979980
	Iteration 23Q: 3 clusters Score -1078782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1078784.000000 Penalty: 4672.979980
	Iteration 24Q: 3 clusters Score -1078784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1078786.375000 Penalty: 4672.979980
	Iteration 25Q: 3 clusters Score -1078786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1078787.875000 Penalty: 4672.979980
	Iteration 26Q: 3 clusters Score -1078788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1078787.375000 Penalty: 4672.979980
	Iteration 27Q: 3 clusters Score -1078787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1078790.375000 Penalty: 4672.979980
	Iteration 28Q: 3 clusters Score -1078790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1078793.750000 Penalty: 4672.979980
	Iteration 29Q: 3 clusters Score -1078794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1078795.625000 Penalty: 4672.979980
	Iteration 30Q: 3 clusters Score -1078796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1078796.750000 Penalty: 4672.979980
	Iteration 31Q: 3 clusters Score -1078797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1078795.750000 Penalty: 4672.979980
	Iteration 32Q: 3 clusters Score -1078796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1078794.875000 Penalty: 4672.979980
	Iteration 33Q: 3 clusters Score -1078795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1078796.500000 Penalty: 4672.979980
	Iteration 34Q: 3 clusters Score -1078796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1078797.750000 Penalty: 4672.979980
	Iteration 35Q: 3 clusters Score -1078798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1078797.250000 Penalty: 4672.979980
	Iteration 36Q: 3 clusters Score -1078797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1078799.125000 Penalty: 4672.979980
	Iteration 37Q: 3 clusters Score -1078799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1078798.125000 Penalty: 4672.979980
	Iteration 38Q: 3 clusters Score -1078798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1078800.875000 Penalty: 4672.979980
	Iteration 39Q: 3 clusters Score -1078801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1078800.875000 Penalty: 4672.979980
	Iteration 40F: 3 clusters Score -1078801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Entering Unmasked Estep 
Score: -587358.812500 Penalty: 2211.227051
	Iteration 0F: 2 clusters Score -587358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -581390.062500 Penalty: 4422.454102
	Iteration 0F: 3 clusters Score -581390.1 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -583131.750000 Penalty: 4422.454102
	Iteration 1F: 3 clusters Score -583131.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -583595.750000 Penalty: 4422.454102
	Iteration 2F: 3 clusters Score -583595.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -584049.937500 Penalty: 4422.454102
	Iteration 3F: 3 clusters Score -584049.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -584555.937500 Penalty: 4422.454102
	Iteration 4F: 3 clusters Score -584555.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -585045.062500 Penalty: 4422.454102
	Iteration 5F: 3 clusters Score -585045.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -585435.062500 Penalty: 4422.454102
	Iteration 6F: 3 clusters Score -585435.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -585702.750000 Penalty: 4422.454102
	Iteration 7Q: 3 clusters Score -585702.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -585841.812500 Penalty: 4422.454102
	Iteration 8Q: 3 clusters Score -585841.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -585909.437500 Penalty: 4422.454102
	Iteration 9Q: 3 clusters Score -585909.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -585941.000000 Penalty: 4422.454102
	Iteration 10Q: 3 clusters Score -585941 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -585963.687500 Penalty: 4422.454102
	Iteration 11Q: 3 clusters Score -585963.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -585980.562500 Penalty: 4422.454102
	Iteration 12Q: 3 clusters Score -585980.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -585994.000000 Penalty: 4422.454102
	Iteration 13Q: 3 clusters Score -585994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -586006.937500 Penalty: 4422.454102
	Iteration 14Q: 3 clusters Score -586006.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -586016.937500 Penalty: 4422.454102
	Iteration 15Q: 3 clusters Score -586016.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -586030.125000 Penalty: 4422.454102
	Iteration 16Q: 3 clusters Score -586030.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -586041.250000 Penalty: 4422.454102
	Iteration 17Q: 3 clusters Score -586041.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -586050.437500 Penalty: 4422.454102
	Iteration 18Q: 3 clusters Score -586050.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -586053.687500 Penalty: 4422.454102
	Iteration 19Q: 3 clusters Score -586053.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -586055.437500 Penalty: 4422.454102
	Iteration 20F: 3 clusters Score -586055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -586061.062500 Penalty: 4422.454102
	Iteration 21Q: 3 clusters Score -586061.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -586064.312500 Penalty: 4422.454102
	Iteration 22Q: 3 clusters Score -586064.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -586071.500000 Penalty: 4422.454102
	Iteration 23Q: 3 clusters Score -586071.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -586076.750000 Penalty: 4422.454102
	Iteration 24Q: 3 clusters Score -586076.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -586085.937500 Penalty: 4422.454102
	Iteration 25Q: 3 clusters Score -586085.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -586092.312500 Penalty: 4422.454102
	Iteration 26Q: 3 clusters Score -586092.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -586095.437500 Penalty: 4422.454102
	Iteration 27Q: 3 clusters Score -586095.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -586098.062500 Penalty: 4422.454102
	Iteration 28Q: 3 clusters Score -586098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -586098.562500 Penalty: 4422.454102
	Iteration 29Q: 3 clusters Score -586098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -586098.562500 Penalty: 4422.454102
	Iteration 30F: 3 clusters Score -586098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -473257.250000 Penalty: 2131.625488
	Iteration 0F: 2 clusters Score -473257.2 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 2644 members 
Entering Unmasked Estep 
Score: -468497.562500 Penalty: 4263.250977
	Iteration 0F: 3 clusters Score -468497.6 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -469600.031250 Penalty: 4263.250977
	Iteration 1F: 3 clusters Score -469600 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -469820.062500 Penalty: 4263.250977
	Iteration 2F: 3 clusters Score -469820.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -469963.750000 Penalty: 4263.250977
	Iteration 3F: 3 clusters Score -469963.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -470077.437500 Penalty: 4263.250977
	Iteration 4Q: 3 clusters Score -470077.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -470185.187500 Penalty: 4263.250977
	Iteration 5Q: 3 clusters Score -470185.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -470282.218750 Penalty: 4263.250977
	Iteration 6Q: 3 clusters Score -470282.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -470366.812500 Penalty: 4263.250977
	Iteration 7Q: 3 clusters Score -470366.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -470431.406250 Penalty: 4263.250977
	Iteration 8Q: 3 clusters Score -470431.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -470505.468750 Penalty: 4263.250977
	Iteration 9Q: 3 clusters Score -470505.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -470580.718750 Penalty: 4263.250977
	Iteration 10Q: 3 clusters Score -470580.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -470656.875000 Penalty: 4263.250977
	Iteration 11Q: 3 clusters Score -470656.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -470717.562500 Penalty: 4263.250977
	Iteration 12Q: 3 clusters Score -470717.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -470752.781250 Penalty: 4263.250977
	Iteration 13Q: 3 clusters Score -470752.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -470777.000000 Penalty: 4263.250977
	Iteration 14Q: 3 clusters Score -470777 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -470799.062500 Penalty: 4263.250977
	Iteration 15Q: 3 clusters Score -470799.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -470822.625000 Penalty: 4263.250977
	Iteration 16Q: 3 clusters Score -470822.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -470845.593750 Penalty: 4263.250977
	Iteration 17Q: 3 clusters Score -470845.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -470860.312500 Penalty: 4263.250977
	Iteration 18Q: 3 clusters Score -470860.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -470869.875000 Penalty: 4263.250977
	Iteration 19Q: 3 clusters Score -470869.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -470878.187500 Penalty: 4263.250977
	Iteration 20F: 3 clusters Score -470878.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -470889.593750 Penalty: 4263.250977
	Iteration 21Q: 3 clusters Score -470889.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -470896.375000 Penalty: 4263.250977
	Iteration 22Q: 3 clusters Score -470896.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -470901.718750 Penalty: 4263.250977
	Iteration 23Q: 3 clusters Score -470901.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -470904.406250 Penalty: 4263.250977
	Iteration 24Q: 3 clusters Score -470904.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -470907.906250 Penalty: 4263.250977
	Iteration 25Q: 3 clusters Score -470907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -470910.000000 Penalty: 4263.250977
	Iteration 26Q: 3 clusters Score -470910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -470911.031250 Penalty: 4263.250977
	Iteration 27Q: 3 clusters Score -470911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -470913.500000 Penalty: 4263.250977
	Iteration 28Q: 3 clusters Score -470913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -470915.656250 Penalty: 4263.250977
	Iteration 29Q: 3 clusters Score -470915.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -470917.125000 Penalty: 4263.250977
	Iteration 30Q: 3 clusters Score -470917.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -470920.343750 Penalty: 4263.250977
	Iteration 31Q: 3 clusters Score -470920.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -470922.406250 Penalty: 4263.250977
	Iteration 32Q: 3 clusters Score -470922.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -470925.718750 Penalty: 4263.250977
	Iteration 33Q: 3 clusters Score -470925.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -470929.031250 Penalty: 4263.250977
	Iteration 34Q: 3 clusters Score -470929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -470931.375000 Penalty: 4263.250977
	Iteration 35Q: 3 clusters Score -470931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -470934.062500 Penalty: 4263.250977
	Iteration 36Q: 3 clusters Score -470934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -470934.781250 Penalty: 4263.250977
	Iteration 37Q: 3 clusters Score -470934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -470935.875000 Penalty: 4263.250977
	Iteration 38Q: 3 clusters Score -470935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -470937.468750 Penalty: 4263.250977
	Iteration 39Q: 3 clusters Score -470937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -470939.062500 Penalty: 4263.250977
	Iteration 40F: 3 clusters Score -470939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -470939.250000 Penalty: 4263.250977
	Iteration 41Q: 3 clusters Score -470939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -470939.562500 Penalty: 4263.250977
	Iteration 42Q: 3 clusters Score -470939.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -470939.562500 Penalty: 4263.250977
	Iteration 43F: 3 clusters Score -470939.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Entering Unmasked Estep 
Score: -2410664.000000 Penalty: 2551.643799
	Iteration 0F: 2 clusters Score -2410664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2390497.000000 Penalty: 5103.287598
	Iteration 0F: 3 clusters Score -2390497 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2397808.000000 Penalty: 5103.287598
	Iteration 1F: 3 clusters Score -2397808 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2398557.500000 Penalty: 5103.287598
	Iteration 2F: 3 clusters Score -2398558 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2399441.250000 Penalty: 5103.287598
	Iteration 3F: 3 clusters Score -2399441 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2400468.000000 Penalty: 5103.287598
	Iteration 4F: 3 clusters Score -2400468 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2401718.000000 Penalty: 5103.287598
	Iteration 5F: 3 clusters Score -2401718 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2403174.000000 Penalty: 5103.287598
	Iteration 6F: 3 clusters Score -2403174 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2404673.250000 Penalty: 5103.287598
	Iteration 7F: 3 clusters Score -2404673 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2406073.000000 Penalty: 5103.287598
	Iteration 8F: 3 clusters Score -2406073 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2407106.000000 Penalty: 5103.287598
	Iteration 9Q: 3 clusters Score -2407106 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2407868.250000 Penalty: 5103.287598
	Iteration 10Q: 3 clusters Score -2407868 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2408391.500000 Penalty: 5103.287598
	Iteration 11Q: 3 clusters Score -2408392 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2408706.000000 Penalty: 5103.287598
	Iteration 12Q: 3 clusters Score -2408706 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2408862.250000 Penalty: 5103.287598
	Iteration 13Q: 3 clusters Score -2408862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2408964.250000 Penalty: 5103.287598
	Iteration 14Q: 3 clusters Score -2408964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2409012.000000 Penalty: 5103.287598
	Iteration 15Q: 3 clusters Score -2409012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2409038.000000 Penalty: 5103.287598
	Iteration 16Q: 3 clusters Score -2409038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2409058.000000 Penalty: 5103.287598
	Iteration 17Q: 3 clusters Score -2409058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2409067.500000 Penalty: 5103.287598
	Iteration 18Q: 3 clusters Score -2409068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2409081.500000 Penalty: 5103.287598
	Iteration 19Q: 3 clusters Score -2409082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2409100.250000 Penalty: 5103.287598
	Iteration 20F: 3 clusters Score -2409100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2409117.250000 Penalty: 5103.287598
	Iteration 21Q: 3 clusters Score -2409117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2409124.000000 Penalty: 5103.287598
	Iteration 22Q: 3 clusters Score -2409124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2409132.250000 Penalty: 5103.287598
	Iteration 23Q: 3 clusters Score -2409132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2409128.250000 Penalty: 5103.287598
	Iteration 24Q: 3 clusters Score -2409128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2409127.750000 Penalty: 5103.287598
	Iteration 25Q: 3 clusters Score -2409128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2409131.750000 Penalty: 5103.287598
	Iteration 26Q: 3 clusters Score -2409132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2409132.500000 Penalty: 5103.287598
	Iteration 27Q: 3 clusters Score -2409132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2409130.500000 Penalty: 5103.287598
	Iteration 28Q: 3 clusters Score -2409130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2409133.250000 Penalty: 5103.287598
	Iteration 29Q: 3 clusters Score -2409133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2409133.750000 Penalty: 5103.287598
	Iteration 30Q: 3 clusters Score -2409134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2409133.750000 Penalty: 5103.287598
	Iteration 31Q: 3 clusters Score -2409134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2409137.750000 Penalty: 5103.287598
	Iteration 32Q: 3 clusters Score -2409138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2409136.500000 Penalty: 5103.287598
	Iteration 33Q: 3 clusters Score -2409136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2409136.250000 Penalty: 5103.287598
	Iteration 34Q: 3 clusters Score -2409136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2409142.750000 Penalty: 5103.287598
	Iteration 35Q: 3 clusters Score -2409143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2409146.500000 Penalty: 5103.287598
	Iteration 36Q: 3 clusters Score -2409146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2409145.250000 Penalty: 5103.287598
	Iteration 37Q: 3 clusters Score -2409145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2409143.750000 Penalty: 5103.287598
	Iteration 38Q: 3 clusters Score -2409144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2409143.750000 Penalty: 5103.287598
	Iteration 39F: 3 clusters Score -2409144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Entering Unmasked Estep 
Score: -1279583.875000 Penalty: 2382.977539
	Iteration 0F: 2 clusters Score -1279584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1268874.875000 Penalty: 4765.955078
	Iteration 0F: 3 clusters Score -1268875 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1272236.125000 Penalty: 4765.955078
	Iteration 1F: 3 clusters Score -1272236 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1272685.000000 Penalty: 4765.955078
	Iteration 2F: 3 clusters Score -1272685 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1273062.875000 Penalty: 4765.955078
	Iteration 3F: 3 clusters Score -1273063 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1273477.000000 Penalty: 4765.955078
	Iteration 4F: 3 clusters Score -1273477 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1273882.375000 Penalty: 4765.955078
	Iteration 5F: 3 clusters Score -1273882 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1274275.125000 Penalty: 4765.955078
	Iteration 6Q: 3 clusters Score -1274275 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1274650.500000 Penalty: 4765.955078
	Iteration 7Q: 3 clusters Score -1274650 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1274992.625000 Penalty: 4765.955078
	Iteration 8Q: 3 clusters Score -1274993 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1275251.125000 Penalty: 4765.955078
	Iteration 9Q: 3 clusters Score -1275251 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1275459.375000 Penalty: 4765.955078
	Iteration 10Q: 3 clusters Score -1275459 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1275633.375000 Penalty: 4765.955078
	Iteration 11Q: 3 clusters Score -1275633 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1275793.000000 Penalty: 4765.955078
	Iteration 12Q: 3 clusters Score -1275793 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1275905.875000 Penalty: 4765.955078
	Iteration 13Q: 3 clusters Score -1275906 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1276013.250000 Penalty: 4765.955078
	Iteration 14Q: 3 clusters Score -1276013 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1276131.625000 Penalty: 4765.955078
	Iteration 15Q: 3 clusters Score -1276132 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1276248.750000 Penalty: 4765.955078
	Iteration 16Q: 3 clusters Score -1276249 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1276385.250000 Penalty: 4765.955078
	Iteration 17Q: 3 clusters Score -1276385 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1276523.875000 Penalty: 4765.955078
	Iteration 18Q: 3 clusters Score -1276524 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1276674.750000 Penalty: 4765.955078
	Iteration 19Q: 3 clusters Score -1276675 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1276800.375000 Penalty: 4765.955078
	Iteration 20F: 3 clusters Score -1276800 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1276902.500000 Penalty: 4765.955078
	Iteration 21Q: 3 clusters Score -1276902 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1276975.000000 Penalty: 4765.955078
	Iteration 22Q: 3 clusters Score -1276975 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1277049.750000 Penalty: 4765.955078
	Iteration 23Q: 3 clusters Score -1277050 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1277113.125000 Penalty: 4765.955078
	Iteration 24Q: 3 clusters Score -1277113 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1277160.750000 Penalty: 4765.955078
	Iteration 25Q: 3 clusters Score -1277161 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1277200.125000 Penalty: 4765.955078
	Iteration 26Q: 3 clusters Score -1277200 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1277232.125000 Penalty: 4765.955078
	Iteration 27Q: 3 clusters Score -1277232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1277268.750000 Penalty: 4765.955078
	Iteration 28Q: 3 clusters Score -1277269 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1277297.500000 Penalty: 4765.955078
	Iteration 29Q: 3 clusters Score -1277298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1277322.500000 Penalty: 4765.955078
	Iteration 30Q: 3 clusters Score -1277322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1277351.125000 Penalty: 4765.955078
	Iteration 31Q: 3 clusters Score -1277351 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1277379.500000 Penalty: 4765.955078
	Iteration 32Q: 3 clusters Score -1277380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1277411.000000 Penalty: 4765.955078
	Iteration 33Q: 3 clusters Score -1277411 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1277432.125000 Penalty: 4765.955078
	Iteration 34Q: 3 clusters Score -1277432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1277457.750000 Penalty: 4765.955078
	Iteration 35Q: 3 clusters Score -1277458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1277483.750000 Penalty: 4765.955078
	Iteration 36Q: 3 clusters Score -1277484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1277502.250000 Penalty: 4765.955078
	Iteration 37Q: 3 clusters Score -1277502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1277520.750000 Penalty: 4765.955078
	Iteration 38Q: 3 clusters Score -1277521 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1277544.125000 Penalty: 4765.955078
	Iteration 39Q: 3 clusters Score -1277544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1277562.750000 Penalty: 4765.955078
	Iteration 40F: 3 clusters Score -1277563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1277579.375000 Penalty: 4765.955078
	Iteration 41Q: 3 clusters Score -1277579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1277595.625000 Penalty: 4765.955078
	Iteration 42Q: 3 clusters Score -1277596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1277612.625000 Penalty: 4765.955078
	Iteration 43Q: 3 clusters Score -1277613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1277629.250000 Penalty: 4765.955078
	Iteration 44Q: 3 clusters Score -1277629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1277641.375000 Penalty: 4765.955078
	Iteration 45Q: 3 clusters Score -1277641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1277643.875000 Penalty: 4765.955078
	Iteration 46Q: 3 clusters Score -1277644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1277649.250000 Penalty: 4765.955078
	Iteration 47Q: 3 clusters Score -1277649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1277653.875000 Penalty: 4765.955078
	Iteration 48Q: 3 clusters Score -1277654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1277662.625000 Penalty: 4765.955078
	Iteration 49Q: 3 clusters Score -1277663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1277671.000000 Penalty: 4765.955078
	Iteration 50Q: 3 clusters Score -1277671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1277669.125000 Penalty: 4765.955078
	Iteration 51Q: 3 clusters Score -1277669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1277673.000000 Penalty: 4765.955078
	Iteration 52Q: 3 clusters Score -1277673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1277673.500000 Penalty: 4765.955078
	Iteration 53Q: 3 clusters Score -1277674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1277673.500000 Penalty: 4765.955078
	Iteration 54Q: 3 clusters Score -1277674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1277675.375000 Penalty: 4765.955078
	Iteration 55Q: 3 clusters Score -1277675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1277676.500000 Penalty: 4765.955078
	Iteration 56Q: 3 clusters Score -1277676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1277677.750000 Penalty: 4765.955078
	Iteration 57Q: 3 clusters Score -1277678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1277680.750000 Penalty: 4765.955078
	Iteration 58Q: 3 clusters Score -1277681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1277684.375000 Penalty: 4765.955078
	Iteration 59Q: 3 clusters Score -1277684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1277684.125000 Penalty: 4765.955078
	Iteration 60F: 3 clusters Score -1277684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1277686.375000 Penalty: 4765.955078
	Iteration 61Q: 3 clusters Score -1277686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1277683.875000 Penalty: 4765.955078
	Iteration 62Q: 3 clusters Score -1277684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1277684.500000 Penalty: 4765.955078
	Iteration 63Q: 3 clusters Score -1277684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1277685.625000 Penalty: 4765.955078
	Iteration 64Q: 3 clusters Score -1277686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1277684.250000 Penalty: 4765.955078
	Iteration 65Q: 3 clusters Score -1277684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1277685.375000 Penalty: 4765.955078
	Iteration 66Q: 3 clusters Score -1277685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1277686.250000 Penalty: 4765.955078
	Iteration 67Q: 3 clusters Score -1277686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1277685.250000 Penalty: 4765.955078
	Iteration 68Q: 3 clusters Score -1277685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1277687.625000 Penalty: 4765.955078
	Iteration 69Q: 3 clusters Score -1277688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1277687.125000 Penalty: 4765.955078
	Iteration 70Q: 3 clusters Score -1277687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1277688.000000 Penalty: 4765.955078
	Iteration 71Q: 3 clusters Score -1277688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1277689.750000 Penalty: 4765.955078
	Iteration 72Q: 3 clusters Score -1277690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1277690.000000 Penalty: 4765.955078
	Iteration 73Q: 3 clusters Score -1277690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1277689.625000 Penalty: 4765.955078
	Iteration 74Q: 3 clusters Score -1277690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1277689.625000 Penalty: 4765.955078
	Iteration 75F: 3 clusters Score -1277690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Entering Unmasked Estep 
Score: -824920.500000 Penalty: 2272.355713
	Iteration 0F: 2 clusters Score -824920.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -817503.062500 Penalty: 4544.711426
	Iteration 0F: 3 clusters Score -817503.1 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -819574.500000 Penalty: 4544.711426
	Iteration 1F: 3 clusters Score -819574.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -819863.062500 Penalty: 4544.711426
	Iteration 2F: 3 clusters Score -819863.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -820062.562500 Penalty: 4544.711426
	Iteration 3Q: 3 clusters Score -820062.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -820200.125000 Penalty: 4544.711426
	Iteration 4Q: 3 clusters Score -820200.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -820319.812500 Penalty: 4544.711426
	Iteration 5Q: 3 clusters Score -820319.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -820424.500000 Penalty: 4544.711426
	Iteration 6Q: 3 clusters Score -820424.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -820511.812500 Penalty: 4544.711426
	Iteration 7Q: 3 clusters Score -820511.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -820612.312500 Penalty: 4544.711426
	Iteration 8Q: 3 clusters Score -820612.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -820726.375000 Penalty: 4544.711426
	Iteration 9Q: 3 clusters Score -820726.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -820855.125000 Penalty: 4544.711426
	Iteration 10Q: 3 clusters Score -820855.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -821011.500000 Penalty: 4544.711426
	Iteration 11Q: 3 clusters Score -821011.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -821227.250000 Penalty: 4544.711426
	Iteration 12Q: 3 clusters Score -821227.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -821429.625000 Penalty: 4544.711426
	Iteration 13Q: 3 clusters Score -821429.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -821653.062500 Penalty: 4544.711426
	Iteration 14Q: 3 clusters Score -821653.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -821887.187500 Penalty: 4544.711426
	Iteration 15Q: 3 clusters Score -821887.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -822109.187500 Penalty: 4544.711426
	Iteration 16Q: 3 clusters Score -822109.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -822293.687500 Penalty: 4544.711426
	Iteration 17Q: 3 clusters Score -822293.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -822460.250000 Penalty: 4544.711426
	Iteration 18Q: 3 clusters Score -822460.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -822576.187500 Penalty: 4544.711426
	Iteration 19Q: 3 clusters Score -822576.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -822677.187500 Penalty: 4544.711426
	Iteration 20F: 3 clusters Score -822677.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -822738.812500 Penalty: 4544.711426
	Iteration 21Q: 3 clusters Score -822738.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -822783.375000 Penalty: 4544.711426
	Iteration 22Q: 3 clusters Score -822783.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -822824.062500 Penalty: 4544.711426
	Iteration 23Q: 3 clusters Score -822824.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -822856.687500 Penalty: 4544.711426
	Iteration 24Q: 3 clusters Score -822856.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -822882.000000 Penalty: 4544.711426
	Iteration 25Q: 3 clusters Score -822882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -822895.812500 Penalty: 4544.711426
	Iteration 26Q: 3 clusters Score -822895.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -822905.875000 Penalty: 4544.711426
	Iteration 27Q: 3 clusters Score -822905.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -822917.875000 Penalty: 4544.711426
	Iteration 28Q: 3 clusters Score -822917.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -822923.375000 Penalty: 4544.711426
	Iteration 29Q: 3 clusters Score -822923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -822930.062500 Penalty: 4544.711426
	Iteration 30Q: 3 clusters Score -822930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -822931.062500 Penalty: 4544.711426
	Iteration 31Q: 3 clusters Score -822931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -822933.000000 Penalty: 4544.711426
	Iteration 32Q: 3 clusters Score -822933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -822937.625000 Penalty: 4544.711426
	Iteration 33Q: 3 clusters Score -822937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -822939.500000 Penalty: 4544.711426
	Iteration 34Q: 3 clusters Score -822939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -822941.875000 Penalty: 4544.711426
	Iteration 35Q: 3 clusters Score -822941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -822944.875000 Penalty: 4544.711426
	Iteration 36Q: 3 clusters Score -822944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -822948.125000 Penalty: 4544.711426
	Iteration 37Q: 3 clusters Score -822948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -822950.562500 Penalty: 4544.711426
	Iteration 38Q: 3 clusters Score -822950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -822952.625000 Penalty: 4544.711426
	Iteration 39Q: 3 clusters Score -822952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -822953.625000 Penalty: 4544.711426
	Iteration 40F: 3 clusters Score -822953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -822952.875000 Penalty: 4544.711426
	Iteration 41Q: 3 clusters Score -822952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -822952.875000 Penalty: 4544.711426
	Iteration 42F: 3 clusters Score -822952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -256639.203125 Penalty: 2008.086304
	Iteration 0F: 2 clusters Score -256639.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -253215.218750 Penalty: 4016.172607
	Iteration 0F: 3 clusters Score -253215.2 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -253988.406250 Penalty: 4016.172607
	Iteration 1F: 3 clusters Score -253988.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -254157.562500 Penalty: 4016.172607
	Iteration 2F: 3 clusters Score -254157.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -254260.890625 Penalty: 4016.172607
	Iteration 3Q: 3 clusters Score -254260.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -254347.390625 Penalty: 4016.172607
	Iteration 4Q: 3 clusters Score -254347.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -254402.812500 Penalty: 4016.172607
	Iteration 5Q: 3 clusters Score -254402.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -254459.046875 Penalty: 4016.172607
	Iteration 6Q: 3 clusters Score -254459 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -254508.812500 Penalty: 4016.172607
	Iteration 7Q: 3 clusters Score -254508.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -254558.562500 Penalty: 4016.172607
	Iteration 8Q: 3 clusters Score -254558.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -254606.562500 Penalty: 4016.172607
	Iteration 9Q: 3 clusters Score -254606.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -254642.296875 Penalty: 4016.172607
	Iteration 10Q: 3 clusters Score -254642.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -254676.375000 Penalty: 4016.172607
	Iteration 11Q: 3 clusters Score -254676.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254711.312500 Penalty: 4016.172607
	Iteration 12Q: 3 clusters Score -254711.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -254742.171875 Penalty: 4016.172607
	Iteration 13Q: 3 clusters Score -254742.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254768.937500 Penalty: 4016.172607
	Iteration 14Q: 3 clusters Score -254768.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -254796.515625 Penalty: 4016.172607
	Iteration 15Q: 3 clusters Score -254796.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254829.437500 Penalty: 4016.172607
	Iteration 16Q: 3 clusters Score -254829.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -254854.687500 Penalty: 4016.172607
	Iteration 17Q: 3 clusters Score -254854.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -254879.984375 Penalty: 4016.172607
	Iteration 18Q: 3 clusters Score -254880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -254904.078125 Penalty: 4016.172607
	Iteration 19Q: 3 clusters Score -254904.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -254929.750000 Penalty: 4016.172607
	Iteration 20F: 3 clusters Score -254929.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -254947.109375 Penalty: 4016.172607
	Iteration 21Q: 3 clusters Score -254947.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -254961.296875 Penalty: 4016.172607
	Iteration 22Q: 3 clusters Score -254961.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -254974.359375 Penalty: 4016.172607
	Iteration 23Q: 3 clusters Score -254974.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -254988.250000 Penalty: 4016.172607
	Iteration 24Q: 3 clusters Score -254988.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -255000.343750 Penalty: 4016.172607
	Iteration 25Q: 3 clusters Score -255000.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -255014.140625 Penalty: 4016.172607
	Iteration 26Q: 3 clusters Score -255014.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -255023.859375 Penalty: 4016.172607
	Iteration 27Q: 3 clusters Score -255023.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -255034.765625 Penalty: 4016.172607
	Iteration 28Q: 3 clusters Score -255034.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -255043.515625 Penalty: 4016.172607
	Iteration 29Q: 3 clusters Score -255043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -255050.687500 Penalty: 4016.172607
	Iteration 30Q: 3 clusters Score -255050.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -255054.390625 Penalty: 4016.172607
	Iteration 31Q: 3 clusters Score -255054.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -255057.156250 Penalty: 4016.172607
	Iteration 32Q: 3 clusters Score -255057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -255060.734375 Penalty: 4016.172607
	Iteration 33Q: 3 clusters Score -255060.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -255063.156250 Penalty: 4016.172607
	Iteration 34Q: 3 clusters Score -255063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -255066.968750 Penalty: 4016.172607
	Iteration 35Q: 3 clusters Score -255067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -255071.875000 Penalty: 4016.172607
	Iteration 36Q: 3 clusters Score -255071.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -255076.203125 Penalty: 4016.172607
	Iteration 37Q: 3 clusters Score -255076.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -255082.046875 Penalty: 4016.172607
	Iteration 38Q: 3 clusters Score -255082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -255088.265625 Penalty: 4016.172607
	Iteration 39Q: 3 clusters Score -255088.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -255094.656250 Penalty: 4016.172607
	Iteration 40F: 3 clusters Score -255094.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -255099.156250 Penalty: 4016.172607
	Iteration 41Q: 3 clusters Score -255099.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -255105.171875 Penalty: 4016.172607
	Iteration 42Q: 3 clusters Score -255105.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -255110.750000 Penalty: 4016.172607
	Iteration 43Q: 3 clusters Score -255110.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -255115.109375 Penalty: 4016.172607
	Iteration 44Q: 3 clusters Score -255115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -255118.750000 Penalty: 4016.172607
	Iteration 45Q: 3 clusters Score -255118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -255121.843750 Penalty: 4016.172607
	Iteration 46Q: 3 clusters Score -255121.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -255126.375000 Penalty: 4016.172607
	Iteration 47Q: 3 clusters Score -255126.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -255129.656250 Penalty: 4016.172607
	Iteration 48Q: 3 clusters Score -255129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -255130.671875 Penalty: 4016.172607
	Iteration 49Q: 3 clusters Score -255130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -255133.093750 Penalty: 4016.172607
	Iteration 50Q: 3 clusters Score -255133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -255133.875000 Penalty: 4016.172607
	Iteration 51Q: 3 clusters Score -255133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -255133.937500 Penalty: 4016.172607
	Iteration 52Q: 3 clusters Score -255133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -255133.937500 Penalty: 4016.172607
	Iteration 53F: 3 clusters Score -255133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Entering Unmasked Estep 
Score: -1038240.687500 Penalty: 2341.007324
	Iteration 0F: 2 clusters Score -1038241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1028974.250000 Penalty: 4682.014648
	Iteration 0F: 3 clusters Score -1028974 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1031798.000000 Penalty: 4682.014648
	Iteration 1F: 3 clusters Score -1031798 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1032171.062500 Penalty: 4682.014648
	Iteration 2F: 3 clusters Score -1032171 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1032516.875000 Penalty: 4682.014648
	Iteration 3F: 3 clusters Score -1032517 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1032772.875000 Penalty: 4682.014648
	Iteration 4Q: 3 clusters Score -1032773 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1032985.187500 Penalty: 4682.014648
	Iteration 5Q: 3 clusters Score -1032985 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1033227.750000 Penalty: 4682.014648
	Iteration 6Q: 3 clusters Score -1033228 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1033466.375000 Penalty: 4682.014648
	Iteration 7Q: 3 clusters Score -1033466 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1033709.562500 Penalty: 4682.014648
	Iteration 8Q: 3 clusters Score -1033710 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1033981.625000 Penalty: 4682.014648
	Iteration 9Q: 3 clusters Score -1033982 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1034252.250000 Penalty: 4682.014648
	Iteration 10Q: 3 clusters Score -1034252 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1034555.125000 Penalty: 4682.014648
	Iteration 11Q: 3 clusters Score -1034555 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1034812.125000 Penalty: 4682.014648
	Iteration 12Q: 3 clusters Score -1034812 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1035023.875000 Penalty: 4682.014648
	Iteration 13Q: 3 clusters Score -1035024 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1035195.687500 Penalty: 4682.014648
	Iteration 14Q: 3 clusters Score -1035196 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1035347.437500 Penalty: 4682.014648
	Iteration 15Q: 3 clusters Score -1035347 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1035499.437500 Penalty: 4682.014648
	Iteration 16Q: 3 clusters Score -1035499 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1035644.937500 Penalty: 4682.014648
	Iteration 17Q: 3 clusters Score -1035645 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1035766.375000 Penalty: 4682.014648
	Iteration 18Q: 3 clusters Score -1035766 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1035872.375000 Penalty: 4682.014648
	Iteration 19Q: 3 clusters Score -1035872 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1035967.875000 Penalty: 4682.014648
	Iteration 20F: 3 clusters Score -1035968 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1036060.500000 Penalty: 4682.014648
	Iteration 21Q: 3 clusters Score -1036060 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1036148.312500 Penalty: 4682.014648
	Iteration 22Q: 3 clusters Score -1036148 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1036234.375000 Penalty: 4682.014648
	Iteration 23Q: 3 clusters Score -1036234 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1036311.187500 Penalty: 4682.014648
	Iteration 24Q: 3 clusters Score -1036311 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1036373.062500 Penalty: 4682.014648
	Iteration 25Q: 3 clusters Score -1036373 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1036419.375000 Penalty: 4682.014648
	Iteration 26Q: 3 clusters Score -1036419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1036448.812500 Penalty: 4682.014648
	Iteration 27Q: 3 clusters Score -1036449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1036471.250000 Penalty: 4682.014648
	Iteration 28Q: 3 clusters Score -1036471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1036493.250000 Penalty: 4682.014648
	Iteration 29Q: 3 clusters Score -1036493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1036507.625000 Penalty: 4682.014648
	Iteration 30Q: 3 clusters Score -1036508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1036523.687500 Penalty: 4682.014648
	Iteration 31Q: 3 clusters Score -1036524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1036537.562500 Penalty: 4682.014648
	Iteration 32Q: 3 clusters Score -1036538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1036552.125000 Penalty: 4682.014648
	Iteration 33Q: 3 clusters Score -1036552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1036560.750000 Penalty: 4682.014648
	Iteration 34Q: 3 clusters Score -1036561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1036568.437500 Penalty: 4682.014648
	Iteration 35Q: 3 clusters Score -1036568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1036573.750000 Penalty: 4682.014648
	Iteration 36Q: 3 clusters Score -1036574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1036577.375000 Penalty: 4682.014648
	Iteration 37Q: 3 clusters Score -1036577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1036581.500000 Penalty: 4682.014648
	Iteration 38Q: 3 clusters Score -1036582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1036585.375000 Penalty: 4682.014648
	Iteration 39Q: 3 clusters Score -1036585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1036586.250000 Penalty: 4682.014648
	Iteration 40F: 3 clusters Score -1036586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1036590.312500 Penalty: 4682.014648
	Iteration 41Q: 3 clusters Score -1036590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1036593.062500 Penalty: 4682.014648
	Iteration 42Q: 3 clusters Score -1036593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1036593.125000 Penalty: 4682.014648
	Iteration 43Q: 3 clusters Score -1036593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1036599.062500 Penalty: 4682.014648
	Iteration 44Q: 3 clusters Score -1036599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1036597.937500 Penalty: 4682.014648
	Iteration 45Q: 3 clusters Score -1036598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1036598.812500 Penalty: 4682.014648
	Iteration 46Q: 3 clusters Score -1036599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1036600.375000 Penalty: 4682.014648
	Iteration 47Q: 3 clusters Score -1036600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1036603.250000 Penalty: 4682.014648
	Iteration 48Q: 3 clusters Score -1036603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1036604.937500 Penalty: 4682.014648
	Iteration 49Q: 3 clusters Score -1036605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1036604.687500 Penalty: 4682.014648
	Iteration 50Q: 3 clusters Score -1036605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1036604.312500 Penalty: 4682.014648
	Iteration 51Q: 3 clusters Score -1036604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1036605.312500 Penalty: 4682.014648
	Iteration 52Q: 3 clusters Score -1036605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1036606.125000 Penalty: 4682.014648
	Iteration 53Q: 3 clusters Score -1036606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1036606.125000 Penalty: 4682.014648
	Iteration 54F: 3 clusters Score -1036606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Entering Unmasked Estep 
Score: -614305.125000 Penalty: 2217.957031
	Iteration 0F: 2 clusters Score -614305.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -608135.375000 Penalty: 4435.914062
	Iteration 0F: 3 clusters Score -608135.4 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -609833.812500 Penalty: 4435.914062
	Iteration 1F: 3 clusters Score -609833.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -610132.125000 Penalty: 4435.914062
	Iteration 2F: 3 clusters Score -610132.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -610380.125000 Penalty: 4435.914062
	Iteration 3F: 3 clusters Score -610380.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -610676.125000 Penalty: 4435.914062
	Iteration 4Q: 3 clusters Score -610676.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -610928.562500 Penalty: 4435.914062
	Iteration 5Q: 3 clusters Score -610928.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -611141.812500 Penalty: 4435.914062
	Iteration 6Q: 3 clusters Score -611141.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -611340.437500 Penalty: 4435.914062
	Iteration 7Q: 3 clusters Score -611340.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -611504.750000 Penalty: 4435.914062
	Iteration 8Q: 3 clusters Score -611504.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -611642.875000 Penalty: 4435.914062
	Iteration 9Q: 3 clusters Score -611642.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -611762.375000 Penalty: 4435.914062
	Iteration 10Q: 3 clusters Score -611762.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -611865.812500 Penalty: 4435.914062
	Iteration 11Q: 3 clusters Score -611865.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -611963.875000 Penalty: 4435.914062
	Iteration 12Q: 3 clusters Score -611963.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -612033.312500 Penalty: 4435.914062
	Iteration 13Q: 3 clusters Score -612033.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -612080.687500 Penalty: 4435.914062
	Iteration 14Q: 3 clusters Score -612080.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -612111.875000 Penalty: 4435.914062
	Iteration 15Q: 3 clusters Score -612111.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -612143.375000 Penalty: 4435.914062
	Iteration 16Q: 3 clusters Score -612143.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -612166.625000 Penalty: 4435.914062
	Iteration 17Q: 3 clusters Score -612166.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -612189.937500 Penalty: 4435.914062
	Iteration 18Q: 3 clusters Score -612189.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -612206.937500 Penalty: 4435.914062
	Iteration 19Q: 3 clusters Score -612206.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -612223.312500 Penalty: 4435.914062
	Iteration 20F: 3 clusters Score -612223.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -612239.687500 Penalty: 4435.914062
	Iteration 21Q: 3 clusters Score -612239.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -612253.187500 Penalty: 4435.914062
	Iteration 22Q: 3 clusters Score -612253.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -612268.125000 Penalty: 4435.914062
	Iteration 23Q: 3 clusters Score -612268.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -612277.562500 Penalty: 4435.914062
	Iteration 24Q: 3 clusters Score -612277.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -612283.687500 Penalty: 4435.914062
	Iteration 25Q: 3 clusters Score -612283.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -612293.000000 Penalty: 4435.914062
	Iteration 26Q: 3 clusters Score -612293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -612296.250000 Penalty: 4435.914062
	Iteration 27Q: 3 clusters Score -612296.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -612300.312500 Penalty: 4435.914062
	Iteration 28Q: 3 clusters Score -612300.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -612304.500000 Penalty: 4435.914062
	Iteration 29Q: 3 clusters Score -612304.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -612306.875000 Penalty: 4435.914062
	Iteration 30Q: 3 clusters Score -612306.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -612311.937500 Penalty: 4435.914062
	Iteration 31Q: 3 clusters Score -612311.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -612315.000000 Penalty: 4435.914062
	Iteration 32Q: 3 clusters Score -612315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -612322.812500 Penalty: 4435.914062
	Iteration 33Q: 3 clusters Score -612322.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -612328.937500 Penalty: 4435.914062
	Iteration 34Q: 3 clusters Score -612328.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -612337.375000 Penalty: 4435.914062
	Iteration 35Q: 3 clusters Score -612337.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -612339.875000 Penalty: 4435.914062
	Iteration 36Q: 3 clusters Score -612339.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -612348.062500 Penalty: 4435.914062
	Iteration 37Q: 3 clusters Score -612348.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -612356.187500 Penalty: 4435.914062
	Iteration 38Q: 3 clusters Score -612356.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -612362.625000 Penalty: 4435.914062
	Iteration 39Q: 3 clusters Score -612362.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -612371.687500 Penalty: 4435.914062
	Iteration 40F: 3 clusters Score -612371.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -612379.187500 Penalty: 4435.914062
	Iteration 41Q: 3 clusters Score -612379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -612388.250000 Penalty: 4435.914062
	Iteration 42Q: 3 clusters Score -612388.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -612399.375000 Penalty: 4435.914062
	Iteration 43Q: 3 clusters Score -612399.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -612414.687500 Penalty: 4435.914062
	Iteration 44Q: 3 clusters Score -612414.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -612425.062500 Penalty: 4435.914062
	Iteration 45Q: 3 clusters Score -612425.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -612437.062500 Penalty: 4435.914062
	Iteration 46Q: 3 clusters Score -612437.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -612447.625000 Penalty: 4435.914062
	Iteration 47Q: 3 clusters Score -612447.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -612462.437500 Penalty: 4435.914062
	Iteration 48Q: 3 clusters Score -612462.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -612477.187500 Penalty: 4435.914062
	Iteration 49Q: 3 clusters Score -612477.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -612489.812500 Penalty: 4435.914062
	Iteration 50Q: 3 clusters Score -612489.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -612500.812500 Penalty: 4435.914062
	Iteration 51Q: 3 clusters Score -612500.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -612515.125000 Penalty: 4435.914062
	Iteration 52Q: 3 clusters Score -612515.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -612527.062500 Penalty: 4435.914062
	Iteration 53Q: 3 clusters Score -612527.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -612538.312500 Penalty: 4435.914062
	Iteration 54Q: 3 clusters Score -612538.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -612545.937500 Penalty: 4435.914062
	Iteration 55Q: 3 clusters Score -612545.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -612554.500000 Penalty: 4435.914062
	Iteration 56Q: 3 clusters Score -612554.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -612563.937500 Penalty: 4435.914062
	Iteration 57Q: 3 clusters Score -612563.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -612571.437500 Penalty: 4435.914062
	Iteration 58Q: 3 clusters Score -612571.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -612575.875000 Penalty: 4435.914062
	Iteration 59Q: 3 clusters Score -612575.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -612582.375000 Penalty: 4435.914062
	Iteration 60F: 3 clusters Score -612582.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -612585.125000 Penalty: 4435.914062
	Iteration 61Q: 3 clusters Score -612585.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -612587.562500 Penalty: 4435.914062
	Iteration 62Q: 3 clusters Score -612587.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -612592.375000 Penalty: 4435.914062
	Iteration 63Q: 3 clusters Score -612592.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -612593.937500 Penalty: 4435.914062
	Iteration 64Q: 3 clusters Score -612593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -612594.187500 Penalty: 4435.914062
	Iteration 65Q: 3 clusters Score -612594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -612595.562500 Penalty: 4435.914062
	Iteration 66Q: 3 clusters Score -612595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -612595.562500 Penalty: 4435.914062
	Iteration 67Q: 3 clusters Score -612595.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -612596.937500 Penalty: 4435.914062
	Iteration 68Q: 3 clusters Score -612596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -612598.500000 Penalty: 4435.914062
	Iteration 69Q: 3 clusters Score -612598.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -612599.062500 Penalty: 4435.914062
	Iteration 70Q: 3 clusters Score -612599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -612600.500000 Penalty: 4435.914062
	Iteration 71Q: 3 clusters Score -612600.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -612602.500000 Penalty: 4435.914062
	Iteration 72Q: 3 clusters Score -612602.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -612604.500000 Penalty: 4435.914062
	Iteration 73Q: 3 clusters Score -612604.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -612605.625000 Penalty: 4435.914062
	Iteration 74Q: 3 clusters Score -612605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -612606.562500 Penalty: 4435.914062
	Iteration 75Q: 3 clusters Score -612606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -612608.937500 Penalty: 4435.914062
	Iteration 76Q: 3 clusters Score -612608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -612609.062500 Penalty: 4435.914062
	Iteration 77Q: 3 clusters Score -612609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -612611.000000 Penalty: 4435.914062
	Iteration 78Q: 3 clusters Score -612611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -612614.312500 Penalty: 4435.914062
	Iteration 79Q: 3 clusters Score -612614.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -612614.750000 Penalty: 4435.914062
	Iteration 80F: 3 clusters Score -612614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -612616.187500 Penalty: 4435.914062
	Iteration 81Q: 3 clusters Score -612616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -612617.562500 Penalty: 4435.914062
	Iteration 82Q: 3 clusters Score -612617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -612617.562500 Penalty: 4435.914062
	Iteration 83F: 3 clusters Score -612617.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Entering Unmasked Estep 
Score: -680704.562500 Penalty: 2220.053467
	Iteration 0F: 2 clusters Score -680704.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -674467.375000 Penalty: 4440.106934
	Iteration 0F: 3 clusters Score -674467.4 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -676095.312500 Penalty: 4440.106934
	Iteration 1F: 3 clusters Score -676095.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -676293.000000 Penalty: 4440.106934
	Iteration 2F: 3 clusters Score -676293 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -676425.937500 Penalty: 4440.106934
	Iteration 3Q: 3 clusters Score -676425.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -676545.687500 Penalty: 4440.106934
	Iteration 4Q: 3 clusters Score -676545.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -676637.062500 Penalty: 4440.106934
	Iteration 5Q: 3 clusters Score -676637.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -676711.500000 Penalty: 4440.106934
	Iteration 6Q: 3 clusters Score -676711.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -676763.687500 Penalty: 4440.106934
	Iteration 7Q: 3 clusters Score -676763.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -676793.937500 Penalty: 4440.106934
	Iteration 8Q: 3 clusters Score -676793.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -676815.937500 Penalty: 4440.106934
	Iteration 9Q: 3 clusters Score -676815.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -676837.250000 Penalty: 4440.106934
	Iteration 10Q: 3 clusters Score -676837.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -676856.625000 Penalty: 4440.106934
	Iteration 11Q: 3 clusters Score -676856.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -676873.687500 Penalty: 4440.106934
	Iteration 12Q: 3 clusters Score -676873.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -676889.812500 Penalty: 4440.106934
	Iteration 13Q: 3 clusters Score -676889.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -676903.062500 Penalty: 4440.106934
	Iteration 14Q: 3 clusters Score -676903.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -676915.125000 Penalty: 4440.106934
	Iteration 15Q: 3 clusters Score -676915.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -676928.125000 Penalty: 4440.106934
	Iteration 16Q: 3 clusters Score -676928.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -676939.812500 Penalty: 4440.106934
	Iteration 17Q: 3 clusters Score -676939.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -676951.687500 Penalty: 4440.106934
	Iteration 18Q: 3 clusters Score -676951.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -676965.250000 Penalty: 4440.106934
	Iteration 19Q: 3 clusters Score -676965.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -676976.812500 Penalty: 4440.106934
	Iteration 20F: 3 clusters Score -676976.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -676986.750000 Penalty: 4440.106934
	Iteration 21Q: 3 clusters Score -676986.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -676999.875000 Penalty: 4440.106934
	Iteration 22Q: 3 clusters Score -676999.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -677006.562500 Penalty: 4440.106934
	Iteration 23Q: 3 clusters Score -677006.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -677017.062500 Penalty: 4440.106934
	Iteration 24Q: 3 clusters Score -677017.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -677029.500000 Penalty: 4440.106934
	Iteration 25Q: 3 clusters Score -677029.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -677043.875000 Penalty: 4440.106934
	Iteration 26Q: 3 clusters Score -677043.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -677055.000000 Penalty: 4440.106934
	Iteration 27Q: 3 clusters Score -677055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -677066.187500 Penalty: 4440.106934
	Iteration 28Q: 3 clusters Score -677066.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -677077.437500 Penalty: 4440.106934
	Iteration 29Q: 3 clusters Score -677077.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -677090.562500 Penalty: 4440.106934
	Iteration 30Q: 3 clusters Score -677090.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -677108.187500 Penalty: 4440.106934
	Iteration 31Q: 3 clusters Score -677108.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -677125.625000 Penalty: 4440.106934
	Iteration 32Q: 3 clusters Score -677125.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -677143.500000 Penalty: 4440.106934
	Iteration 33Q: 3 clusters Score -677143.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -677156.500000 Penalty: 4440.106934
	Iteration 34Q: 3 clusters Score -677156.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -677178.125000 Penalty: 4440.106934
	Iteration 35Q: 3 clusters Score -677178.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -677197.437500 Penalty: 4440.106934
	Iteration 36Q: 3 clusters Score -677197.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -677226.687500 Penalty: 4440.106934
	Iteration 37Q: 3 clusters Score -677226.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -677253.250000 Penalty: 4440.106934
	Iteration 38Q: 3 clusters Score -677253.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -677285.812500 Penalty: 4440.106934
	Iteration 39Q: 3 clusters Score -677285.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -677319.875000 Penalty: 4440.106934
	Iteration 40F: 3 clusters Score -677319.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -677367.250000 Penalty: 4440.106934
	Iteration 41Q: 3 clusters Score -677367.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -677428.437500 Penalty: 4440.106934
	Iteration 42Q: 3 clusters Score -677428.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -677498.937500 Penalty: 4440.106934
	Iteration 43Q: 3 clusters Score -677498.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -677570.125000 Penalty: 4440.106934
	Iteration 44Q: 3 clusters Score -677570.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -677656.750000 Penalty: 4440.106934
	Iteration 45Q: 3 clusters Score -677656.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -677749.312500 Penalty: 4440.106934
	Iteration 46Q: 3 clusters Score -677749.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -677853.687500 Penalty: 4440.106934
	Iteration 47Q: 3 clusters Score -677853.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -677968.375000 Penalty: 4440.106934
	Iteration 48Q: 3 clusters Score -677968.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -678070.625000 Penalty: 4440.106934
	Iteration 49Q: 3 clusters Score -678070.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -678158.000000 Penalty: 4440.106934
	Iteration 50Q: 3 clusters Score -678158 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -678240.000000 Penalty: 4440.106934
	Iteration 51Q: 3 clusters Score -678240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -678329.125000 Penalty: 4440.106934
	Iteration 52Q: 3 clusters Score -678329.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -678404.312500 Penalty: 4440.106934
	Iteration 53Q: 3 clusters Score -678404.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -678464.625000 Penalty: 4440.106934
	Iteration 54Q: 3 clusters Score -678464.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -678515.312500 Penalty: 4440.106934
	Iteration 55Q: 3 clusters Score -678515.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -678561.000000 Penalty: 4440.106934
	Iteration 56Q: 3 clusters Score -678561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -678589.687500 Penalty: 4440.106934
	Iteration 57Q: 3 clusters Score -678589.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -678617.375000 Penalty: 4440.106934
	Iteration 58Q: 3 clusters Score -678617.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -678647.125000 Penalty: 4440.106934
	Iteration 59Q: 3 clusters Score -678647.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -678667.562500 Penalty: 4440.106934
	Iteration 60F: 3 clusters Score -678667.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -678688.125000 Penalty: 4440.106934
	Iteration 61Q: 3 clusters Score -678688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -678703.812500 Penalty: 4440.106934
	Iteration 62Q: 3 clusters Score -678703.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -678714.062500 Penalty: 4440.106934
	Iteration 63Q: 3 clusters Score -678714.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -678720.250000 Penalty: 4440.106934
	Iteration 64Q: 3 clusters Score -678720.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -678733.687500 Penalty: 4440.106934
	Iteration 65Q: 3 clusters Score -678733.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -678747.562500 Penalty: 4440.106934
	Iteration 66Q: 3 clusters Score -678747.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -678753.625000 Penalty: 4440.106934
	Iteration 67Q: 3 clusters Score -678753.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -678759.562500 Penalty: 4440.106934
	Iteration 68Q: 3 clusters Score -678759.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -678765.875000 Penalty: 4440.106934
	Iteration 69Q: 3 clusters Score -678765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -678770.687500 Penalty: 4440.106934
	Iteration 70Q: 3 clusters Score -678770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -678775.187500 Penalty: 4440.106934
	Iteration 71Q: 3 clusters Score -678775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -678778.375000 Penalty: 4440.106934
	Iteration 72Q: 3 clusters Score -678778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -678780.437500 Penalty: 4440.106934
	Iteration 73Q: 3 clusters Score -678780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -678785.375000 Penalty: 4440.106934
	Iteration 74Q: 3 clusters Score -678785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -678787.562500 Penalty: 4440.106934
	Iteration 75Q: 3 clusters Score -678787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -678790.437500 Penalty: 4440.106934
	Iteration 76Q: 3 clusters Score -678790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -678790.437500 Penalty: 4440.106934
	Iteration 77F: 3 clusters Score -678790.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Entering Unmasked Estep 
Score: -2045954.375000 Penalty: 2496.417969
	Iteration 0F: 2 clusters Score -2045954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2029518.125000 Penalty: 4992.835938
	Iteration 0F: 3 clusters Score -2029518 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2035189.375000 Penalty: 4992.835938
	Iteration 1F: 3 clusters Score -2035189 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2035697.125000 Penalty: 4992.835938
	Iteration 2F: 3 clusters Score -2035697 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2036189.875000 Penalty: 4992.835938
	Iteration 3F: 3 clusters Score -2036190 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2036781.000000 Penalty: 4992.835938
	Iteration 4F: 3 clusters Score -2036781 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2037644.125000 Penalty: 4992.835938
	Iteration 5F: 3 clusters Score -2037644 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2038794.125000 Penalty: 4992.835938
	Iteration 6F: 3 clusters Score -2038794 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2039967.375000 Penalty: 4992.835938
	Iteration 7F: 3 clusters Score -2039967 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2041062.750000 Penalty: 4992.835938
	Iteration 8F: 3 clusters Score -2041063 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2041976.250000 Penalty: 4992.835938
	Iteration 9Q: 3 clusters Score -2041976 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2042645.625000 Penalty: 4992.835938
	Iteration 10Q: 3 clusters Score -2042646 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2043062.375000 Penalty: 4992.835938
	Iteration 11Q: 3 clusters Score -2043062 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2043304.625000 Penalty: 4992.835938
	Iteration 12Q: 3 clusters Score -2043305 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2043464.875000 Penalty: 4992.835938
	Iteration 13Q: 3 clusters Score -2043465 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2043594.375000 Penalty: 4992.835938
	Iteration 14Q: 3 clusters Score -2043594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2043670.500000 Penalty: 4992.835938
	Iteration 15Q: 3 clusters Score -2043670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2043719.125000 Penalty: 4992.835938
	Iteration 16Q: 3 clusters Score -2043719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2043747.875000 Penalty: 4992.835938
	Iteration 17Q: 3 clusters Score -2043748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2043773.500000 Penalty: 4992.835938
	Iteration 18Q: 3 clusters Score -2043774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2043795.250000 Penalty: 4992.835938
	Iteration 19Q: 3 clusters Score -2043795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2043814.500000 Penalty: 4992.835938
	Iteration 20F: 3 clusters Score -2043814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2043824.000000 Penalty: 4992.835938
	Iteration 21Q: 3 clusters Score -2043824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2043832.375000 Penalty: 4992.835938
	Iteration 22Q: 3 clusters Score -2043832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2043843.000000 Penalty: 4992.835938
	Iteration 23Q: 3 clusters Score -2043843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2043846.000000 Penalty: 4992.835938
	Iteration 24Q: 3 clusters Score -2043846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2043851.625000 Penalty: 4992.835938
	Iteration 25Q: 3 clusters Score -2043852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2043853.125000 Penalty: 4992.835938
	Iteration 26Q: 3 clusters Score -2043853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2043852.625000 Penalty: 4992.835938
	Iteration 27Q: 3 clusters Score -2043853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2043855.000000 Penalty: 4992.835938
	Iteration 28Q: 3 clusters Score -2043855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2043853.625000 Penalty: 4992.835938
	Iteration 29Q: 3 clusters Score -2043854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2043857.375000 Penalty: 4992.835938
	Iteration 30Q: 3 clusters Score -2043857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2043858.375000 Penalty: 4992.835938
	Iteration 31Q: 3 clusters Score -2043858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2043858.375000 Penalty: 4992.835938
	Iteration 32F: 3 clusters Score -2043858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -405131.093750 Penalty: 2092.070068
	Iteration 0F: 2 clusters Score -405131.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -400875.250000 Penalty: 4184.140137
	Iteration 0F: 3 clusters Score -400875.2 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -401948.250000 Penalty: 4184.140137
	Iteration 1F: 3 clusters Score -401948.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -402169.468750 Penalty: 4184.140137
	Iteration 2F: 3 clusters Score -402169.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -402292.656250 Penalty: 4184.140137
	Iteration 3Q: 3 clusters Score -402292.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -402380.718750 Penalty: 4184.140137
	Iteration 4Q: 3 clusters Score -402380.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -402434.406250 Penalty: 4184.140137
	Iteration 5Q: 3 clusters Score -402434.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -402487.687500 Penalty: 4184.140137
	Iteration 6Q: 3 clusters Score -402487.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -402526.000000 Penalty: 4184.140137
	Iteration 7Q: 3 clusters Score -402526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -402558.937500 Penalty: 4184.140137
	Iteration 8Q: 3 clusters Score -402558.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -402598.312500 Penalty: 4184.140137
	Iteration 9Q: 3 clusters Score -402598.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -402635.031250 Penalty: 4184.140137
	Iteration 10Q: 3 clusters Score -402635 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -402667.031250 Penalty: 4184.140137
	Iteration 11Q: 3 clusters Score -402667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -402702.250000 Penalty: 4184.140137
	Iteration 12Q: 3 clusters Score -402702.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -402734.062500 Penalty: 4184.140137
	Iteration 13Q: 3 clusters Score -402734.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -402760.250000 Penalty: 4184.140137
	Iteration 14Q: 3 clusters Score -402760.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -402784.718750 Penalty: 4184.140137
	Iteration 15Q: 3 clusters Score -402784.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -402814.718750 Penalty: 4184.140137
	Iteration 16Q: 3 clusters Score -402814.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -402852.218750 Penalty: 4184.140137
	Iteration 17Q: 3 clusters Score -402852.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -402882.562500 Penalty: 4184.140137
	Iteration 18Q: 3 clusters Score -402882.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -402905.656250 Penalty: 4184.140137
	Iteration 19Q: 3 clusters Score -402905.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -402932.562500 Penalty: 4184.140137
	Iteration 20F: 3 clusters Score -402932.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -402955.562500 Penalty: 4184.140137
	Iteration 21Q: 3 clusters Score -402955.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -402981.593750 Penalty: 4184.140137
	Iteration 22Q: 3 clusters Score -402981.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -403001.250000 Penalty: 4184.140137
	Iteration 23Q: 3 clusters Score -403001.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -403023.593750 Penalty: 4184.140137
	Iteration 24Q: 3 clusters Score -403023.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -403042.625000 Penalty: 4184.140137
	Iteration 25Q: 3 clusters Score -403042.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -403057.687500 Penalty: 4184.140137
	Iteration 26Q: 3 clusters Score -403057.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -403074.468750 Penalty: 4184.140137
	Iteration 27Q: 3 clusters Score -403074.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -403085.843750 Penalty: 4184.140137
	Iteration 28Q: 3 clusters Score -403085.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -403102.531250 Penalty: 4184.140137
	Iteration 29Q: 3 clusters Score -403102.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -403122.656250 Penalty: 4184.140137
	Iteration 30Q: 3 clusters Score -403122.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -403136.781250 Penalty: 4184.140137
	Iteration 31Q: 3 clusters Score -403136.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -403150.875000 Penalty: 4184.140137
	Iteration 32Q: 3 clusters Score -403150.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -403165.937500 Penalty: 4184.140137
	Iteration 33Q: 3 clusters Score -403165.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -403187.125000 Penalty: 4184.140137
	Iteration 34Q: 3 clusters Score -403187.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -403207.406250 Penalty: 4184.140137
	Iteration 35Q: 3 clusters Score -403207.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -403214.968750 Penalty: 4184.140137
	Iteration 36Q: 3 clusters Score -403215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -403219.250000 Penalty: 4184.140137
	Iteration 37Q: 3 clusters Score -403219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -403222.281250 Penalty: 4184.140137
	Iteration 38Q: 3 clusters Score -403222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -403226.031250 Penalty: 4184.140137
	Iteration 39Q: 3 clusters Score -403226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -403228.687500 Penalty: 4184.140137
	Iteration 40F: 3 clusters Score -403228.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -403233.968750 Penalty: 4184.140137
	Iteration 41Q: 3 clusters Score -403234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -403239.468750 Penalty: 4184.140137
	Iteration 42Q: 3 clusters Score -403239.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -403246.562500 Penalty: 4184.140137
	Iteration 43Q: 3 clusters Score -403246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -403253.406250 Penalty: 4184.140137
	Iteration 44Q: 3 clusters Score -403253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -403258.156250 Penalty: 4184.140137
	Iteration 45Q: 3 clusters Score -403258.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -403263.843750 Penalty: 4184.140137
	Iteration 46Q: 3 clusters Score -403263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -403267.093750 Penalty: 4184.140137
	Iteration 47Q: 3 clusters Score -403267.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -403270.718750 Penalty: 4184.140137
	Iteration 48Q: 3 clusters Score -403270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -403271.781250 Penalty: 4184.140137
	Iteration 49Q: 3 clusters Score -403271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -403273.781250 Penalty: 4184.140137
	Iteration 50Q: 3 clusters Score -403273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -403273.781250 Penalty: 4184.140137
	Iteration 51F: 3 clusters Score -403273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Entering Unmasked Estep 
Score: -3230902.750000 Penalty: 2611.549316
	Iteration 0F: 2 clusters Score -3230903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3205392.000000 Penalty: 5223.098633
	Iteration 0F: 3 clusters Score -3205392 nChanged 17161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3214868.500000 Penalty: 5223.098633
	Iteration 1F: 3 clusters Score -3214868 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3215424.250000 Penalty: 5223.098633
	Iteration 2Q: 3 clusters Score -3215424 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3215902.000000 Penalty: 5223.098633
	Iteration 3Q: 3 clusters Score -3215902 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3216362.250000 Penalty: 5223.098633
	Iteration 4Q: 3 clusters Score -3216362 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3216847.750000 Penalty: 5223.098633
	Iteration 5Q: 3 clusters Score -3216848 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3217474.750000 Penalty: 5223.098633
	Iteration 6Q: 3 clusters Score -3217475 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3218198.750000 Penalty: 5223.098633
	Iteration 7Q: 3 clusters Score -3218199 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3219216.250000 Penalty: 5223.098633
	Iteration 8Q: 3 clusters Score -3219216 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3220536.750000 Penalty: 5223.098633
	Iteration 9F: 3 clusters Score -3220537 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3222159.750000 Penalty: 5223.098633
	Iteration 10F: 3 clusters Score -3222160 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3223873.500000 Penalty: 5223.098633
	Iteration 11F: 3 clusters Score -3223874 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3225156.500000 Penalty: 5223.098633
	Iteration 12Q: 3 clusters Score -3225156 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3225828.750000 Penalty: 5223.098633
	Iteration 13Q: 3 clusters Score -3225829 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3226163.500000 Penalty: 5223.098633
	Iteration 14Q: 3 clusters Score -3226164 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3226368.250000 Penalty: 5223.098633
	Iteration 15Q: 3 clusters Score -3226368 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3226540.750000 Penalty: 5223.098633
	Iteration 16Q: 3 clusters Score -3226541 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3226640.000000 Penalty: 5223.098633
	Iteration 17Q: 3 clusters Score -3226640 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3226766.250000 Penalty: 5223.098633
	Iteration 18Q: 3 clusters Score -3226766 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3226884.250000 Penalty: 5223.098633
	Iteration 19Q: 3 clusters Score -3226884 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3226980.500000 Penalty: 5223.098633
	Iteration 20F: 3 clusters Score -3226980 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3227082.000000 Penalty: 5223.098633
	Iteration 21Q: 3 clusters Score -3227082 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3227195.000000 Penalty: 5223.098633
	Iteration 22Q: 3 clusters Score -3227195 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3227309.000000 Penalty: 5223.098633
	Iteration 23Q: 3 clusters Score -3227309 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3227397.500000 Penalty: 5223.098633
	Iteration 24Q: 3 clusters Score -3227398 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3227495.250000 Penalty: 5223.098633
	Iteration 25Q: 3 clusters Score -3227495 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3227560.750000 Penalty: 5223.098633
	Iteration 26Q: 3 clusters Score -3227561 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3227630.750000 Penalty: 5223.098633
	Iteration 27Q: 3 clusters Score -3227631 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3227689.750000 Penalty: 5223.098633
	Iteration 28Q: 3 clusters Score -3227690 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3227739.500000 Penalty: 5223.098633
	Iteration 29Q: 3 clusters Score -3227740 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3227792.250000 Penalty: 5223.098633
	Iteration 30Q: 3 clusters Score -3227792 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3227815.500000 Penalty: 5223.098633
	Iteration 31Q: 3 clusters Score -3227816 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3227898.750000 Penalty: 5223.098633
	Iteration 32Q: 3 clusters Score -3227899 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3227961.750000 Penalty: 5223.098633
	Iteration 33Q: 3 clusters Score -3227962 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3228055.750000 Penalty: 5223.098633
	Iteration 34Q: 3 clusters Score -3228056 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3228141.250000 Penalty: 5223.098633
	Iteration 35Q: 3 clusters Score -3228141 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3228182.750000 Penalty: 5223.098633
	Iteration 36Q: 3 clusters Score -3228183 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3228226.000000 Penalty: 5223.098633
	Iteration 37Q: 3 clusters Score -3228226 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3228261.750000 Penalty: 5223.098633
	Iteration 38Q: 3 clusters Score -3228262 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3228308.500000 Penalty: 5223.098633
	Iteration 39Q: 3 clusters Score -3228308 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3228337.750000 Penalty: 5223.098633
	Iteration 40F: 3 clusters Score -3228338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3228363.000000 Penalty: 5223.098633
	Iteration 41Q: 3 clusters Score -3228363 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3228369.000000 Penalty: 5223.098633
	Iteration 42Q: 3 clusters Score -3228369 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3228402.750000 Penalty: 5223.098633
	Iteration 43Q: 3 clusters Score -3228403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3228411.250000 Penalty: 5223.098633
	Iteration 44Q: 3 clusters Score -3228411 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3228442.000000 Penalty: 5223.098633
	Iteration 45Q: 3 clusters Score -3228442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3228438.250000 Penalty: 5223.098633
	Iteration 46Q: 3 clusters Score -3228438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3228448.250000 Penalty: 5223.098633
	Iteration 47Q: 3 clusters Score -3228448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3228467.500000 Penalty: 5223.098633
	Iteration 48Q: 3 clusters Score -3228468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3228483.750000 Penalty: 5223.098633
	Iteration 49Q: 3 clusters Score -3228484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3228488.500000 Penalty: 5223.098633
	Iteration 50Q: 3 clusters Score -3228488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3228500.000000 Penalty: 5223.098633
	Iteration 51Q: 3 clusters Score -3228500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3228500.500000 Penalty: 5223.098633
	Iteration 52Q: 3 clusters Score -3228500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3228506.250000 Penalty: 5223.098633
	Iteration 53Q: 3 clusters Score -3228506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -3228513.750000 Penalty: 5223.098633
	Iteration 54Q: 3 clusters Score -3228514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3228507.000000 Penalty: 5223.098633
	Iteration 55Q: 3 clusters Score -3228507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3228518.000000 Penalty: 5223.098633
	Iteration 56Q: 3 clusters Score -3228518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3228513.000000 Penalty: 5223.098633
	Iteration 57Q: 3 clusters Score -3228513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3228532.250000 Penalty: 5223.098633
	Iteration 58Q: 3 clusters Score -3228532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3228541.000000 Penalty: 5223.098633
	Iteration 59Q: 3 clusters Score -3228541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3228544.750000 Penalty: 5223.098633
	Iteration 60F: 3 clusters Score -3228545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3228548.750000 Penalty: 5223.098633
	Iteration 61Q: 3 clusters Score -3228549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3228544.000000 Penalty: 5223.098633
	Iteration 62Q: 3 clusters Score -3228544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3228546.250000 Penalty: 5223.098633
	Iteration 63Q: 3 clusters Score -3228546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3228549.250000 Penalty: 5223.098633
	Iteration 64Q: 3 clusters Score -3228549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3228549.500000 Penalty: 5223.098633
	Iteration 65Q: 3 clusters Score -3228550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3228554.500000 Penalty: 5223.098633
	Iteration 66Q: 3 clusters Score -3228554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3228557.500000 Penalty: 5223.098633
	Iteration 67Q: 3 clusters Score -3228558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3228558.750000 Penalty: 5223.098633
	Iteration 68Q: 3 clusters Score -3228559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3228557.750000 Penalty: 5223.098633
	Iteration 69Q: 3 clusters Score -3228558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3228557.500000 Penalty: 5223.098633
	Iteration 70Q: 3 clusters Score -3228558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3228555.250000 Penalty: 5223.098633
	Iteration 71Q: 3 clusters Score -3228555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3228561.250000 Penalty: 5223.098633
	Iteration 72Q: 3 clusters Score -3228561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3228559.500000 Penalty: 5223.098633
	Iteration 73Q: 3 clusters Score -3228560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3228563.000000 Penalty: 5223.098633
	Iteration 74Q: 3 clusters Score -3228563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3228566.500000 Penalty: 5223.098633
	Iteration 75Q: 3 clusters Score -3228566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3228566.250000 Penalty: 5223.098633
	Iteration 76Q: 3 clusters Score -3228566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3228562.000000 Penalty: 5223.098633
	Iteration 77Q: 3 clusters Score -3228562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3228562.250000 Penalty: 5223.098633
	Iteration 78Q: 3 clusters Score -3228562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3228571.250000 Penalty: 5223.098633
	Iteration 79Q: 3 clusters Score -3228571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3228574.000000 Penalty: 5223.098633
	Iteration 80F: 3 clusters Score -3228574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3228575.500000 Penalty: 5223.098633
	Iteration 81Q: 3 clusters Score -3228576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3228574.000000 Penalty: 5223.098633
	Iteration 82Q: 3 clusters Score -3228574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3228577.000000 Penalty: 5223.098633
	Iteration 83Q: 3 clusters Score -3228577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3228577.000000 Penalty: 5223.098633
	Iteration 84Q: 3 clusters Score -3228577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3228577.000000 Penalty: 5223.098633
	Iteration 85F: 3 clusters Score -3228577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -337619.750000 Penalty: 2051.280518
	Iteration 0F: 2 clusters Score -337619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -333763.875000 Penalty: 4102.561035
	Iteration 0F: 3 clusters Score -333763.9 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -334658.437500 Penalty: 4102.561035
	Iteration 1F: 3 clusters Score -334658.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -334857.968750 Penalty: 4102.561035
	Iteration 2F: 3 clusters Score -334858 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -334999.437500 Penalty: 4102.561035
	Iteration 3F: 3 clusters Score -334999.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -335099.187500 Penalty: 4102.561035
	Iteration 4Q: 3 clusters Score -335099.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -335171.531250 Penalty: 4102.561035
	Iteration 5Q: 3 clusters Score -335171.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -335254.343750 Penalty: 4102.561035
	Iteration 6Q: 3 clusters Score -335254.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -335344.468750 Penalty: 4102.561035
	Iteration 7Q: 3 clusters Score -335344.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -335434.125000 Penalty: 4102.561035
	Iteration 8Q: 3 clusters Score -335434.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -335524.437500 Penalty: 4102.561035
	Iteration 9Q: 3 clusters Score -335524.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -335626.718750 Penalty: 4102.561035
	Iteration 10Q: 3 clusters Score -335626.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -335741.656250 Penalty: 4102.561035
	Iteration 11Q: 3 clusters Score -335741.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -335848.906250 Penalty: 4102.561035
	Iteration 12Q: 3 clusters Score -335848.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -335935.312500 Penalty: 4102.561035
	Iteration 13Q: 3 clusters Score -335935.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -336019.375000 Penalty: 4102.561035
	Iteration 14Q: 3 clusters Score -336019.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -336104.281250 Penalty: 4102.561035
	Iteration 15Q: 3 clusters Score -336104.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -336184.843750 Penalty: 4102.561035
	Iteration 16Q: 3 clusters Score -336184.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -336230.875000 Penalty: 4102.561035
	Iteration 17Q: 3 clusters Score -336230.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -336265.156250 Penalty: 4102.561035
	Iteration 18Q: 3 clusters Score -336265.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -336290.000000 Penalty: 4102.561035
	Iteration 19Q: 3 clusters Score -336290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -336304.000000 Penalty: 4102.561035
	Iteration 20F: 3 clusters Score -336304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -336311.437500 Penalty: 4102.561035
	Iteration 21Q: 3 clusters Score -336311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -336314.468750 Penalty: 4102.561035
	Iteration 22Q: 3 clusters Score -336314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -336315.843750 Penalty: 4102.561035
	Iteration 23Q: 3 clusters Score -336315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -336317.000000 Penalty: 4102.561035
	Iteration 24Q: 3 clusters Score -336317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -336318.437500 Penalty: 4102.561035
	Iteration 25Q: 3 clusters Score -336318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -336319.250000 Penalty: 4102.561035
	Iteration 26Q: 3 clusters Score -336319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -336319.312500 Penalty: 4102.561035
	Iteration 27Q: 3 clusters Score -336319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -336319.593750 Penalty: 4102.561035
	Iteration 28Q: 3 clusters Score -336319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -336319.593750 Penalty: 4102.561035
	Iteration 29F: 3 clusters Score -336319.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Entering Unmasked Estep 
Score: -1125536.000000 Penalty: 2360.274658
	Iteration 0F: 2 clusters Score -1125536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1115434.375000 Penalty: 4720.549316
	Iteration 0F: 3 clusters Score -1115434 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1118709.500000 Penalty: 4720.549316
	Iteration 1F: 3 clusters Score -1118710 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1119169.500000 Penalty: 4720.549316
	Iteration 2F: 3 clusters Score -1119170 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1119595.500000 Penalty: 4720.549316
	Iteration 3F: 3 clusters Score -1119596 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1120014.250000 Penalty: 4720.549316
	Iteration 4F: 3 clusters Score -1120014 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1120466.250000 Penalty: 4720.549316
	Iteration 5F: 3 clusters Score -1120466 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1120850.875000 Penalty: 4720.549316
	Iteration 6F: 3 clusters Score -1120851 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1121184.000000 Penalty: 4720.549316
	Iteration 7Q: 3 clusters Score -1121184 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1121501.750000 Penalty: 4720.549316
	Iteration 8Q: 3 clusters Score -1121502 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1121763.750000 Penalty: 4720.549316
	Iteration 9Q: 3 clusters Score -1121764 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1121994.875000 Penalty: 4720.549316
	Iteration 10Q: 3 clusters Score -1121995 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1122184.000000 Penalty: 4720.549316
	Iteration 11Q: 3 clusters Score -1122184 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1122329.750000 Penalty: 4720.549316
	Iteration 12Q: 3 clusters Score -1122330 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1122441.625000 Penalty: 4720.549316
	Iteration 13Q: 3 clusters Score -1122442 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1122551.625000 Penalty: 4720.549316
	Iteration 14Q: 3 clusters Score -1122552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1122659.000000 Penalty: 4720.549316
	Iteration 15Q: 3 clusters Score -1122659 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1122762.625000 Penalty: 4720.549316
	Iteration 16Q: 3 clusters Score -1122763 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1122879.750000 Penalty: 4720.549316
	Iteration 17Q: 3 clusters Score -1122880 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1122971.000000 Penalty: 4720.549316
	Iteration 18Q: 3 clusters Score -1122971 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1123056.250000 Penalty: 4720.549316
	Iteration 19Q: 3 clusters Score -1123056 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1123122.125000 Penalty: 4720.549316
	Iteration 20F: 3 clusters Score -1123122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1123159.750000 Penalty: 4720.549316
	Iteration 21Q: 3 clusters Score -1123160 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1123196.250000 Penalty: 4720.549316
	Iteration 22Q: 3 clusters Score -1123196 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1123232.875000 Penalty: 4720.549316
	Iteration 23Q: 3 clusters Score -1123233 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1123270.125000 Penalty: 4720.549316
	Iteration 24Q: 3 clusters Score -1123270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1123313.125000 Penalty: 4720.549316
	Iteration 25Q: 3 clusters Score -1123313 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1123353.500000 Penalty: 4720.549316
	Iteration 26Q: 3 clusters Score -1123354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1123397.250000 Penalty: 4720.549316
	Iteration 27Q: 3 clusters Score -1123397 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1123429.625000 Penalty: 4720.549316
	Iteration 28Q: 3 clusters Score -1123430 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1123474.250000 Penalty: 4720.549316
	Iteration 29Q: 3 clusters Score -1123474 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1123509.750000 Penalty: 4720.549316
	Iteration 30Q: 3 clusters Score -1123510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1123539.750000 Penalty: 4720.549316
	Iteration 31Q: 3 clusters Score -1123540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1123571.000000 Penalty: 4720.549316
	Iteration 32Q: 3 clusters Score -1123571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1123593.250000 Penalty: 4720.549316
	Iteration 33Q: 3 clusters Score -1123593 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1123624.625000 Penalty: 4720.549316
	Iteration 34Q: 3 clusters Score -1123625 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1123650.875000 Penalty: 4720.549316
	Iteration 35Q: 3 clusters Score -1123651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1123670.750000 Penalty: 4720.549316
	Iteration 36Q: 3 clusters Score -1123671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1123686.875000 Penalty: 4720.549316
	Iteration 37Q: 3 clusters Score -1123687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1123696.250000 Penalty: 4720.549316
	Iteration 38Q: 3 clusters Score -1123696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1123711.000000 Penalty: 4720.549316
	Iteration 39Q: 3 clusters Score -1123711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1123716.625000 Penalty: 4720.549316
	Iteration 40F: 3 clusters Score -1123717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1123727.750000 Penalty: 4720.549316
	Iteration 41Q: 3 clusters Score -1123728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1123736.625000 Penalty: 4720.549316
	Iteration 42Q: 3 clusters Score -1123737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1123743.750000 Penalty: 4720.549316
	Iteration 43Q: 3 clusters Score -1123744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1123745.500000 Penalty: 4720.549316
	Iteration 44Q: 3 clusters Score -1123746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1123751.500000 Penalty: 4720.549316
	Iteration 45Q: 3 clusters Score -1123752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1123754.875000 Penalty: 4720.549316
	Iteration 46Q: 3 clusters Score -1123755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1123765.625000 Penalty: 4720.549316
	Iteration 47Q: 3 clusters Score -1123766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1123772.250000 Penalty: 4720.549316
	Iteration 48Q: 3 clusters Score -1123772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1123778.000000 Penalty: 4720.549316
	Iteration 49Q: 3 clusters Score -1123778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1123784.625000 Penalty: 4720.549316
	Iteration 50Q: 3 clusters Score -1123785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1123786.250000 Penalty: 4720.549316
	Iteration 51Q: 3 clusters Score -1123786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1123790.250000 Penalty: 4720.549316
	Iteration 52Q: 3 clusters Score -1123790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1123795.500000 Penalty: 4720.549316
	Iteration 53Q: 3 clusters Score -1123796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1123801.125000 Penalty: 4720.549316
	Iteration 54Q: 3 clusters Score -1123801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1123805.750000 Penalty: 4720.549316
	Iteration 55Q: 3 clusters Score -1123806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1123807.000000 Penalty: 4720.549316
	Iteration 56Q: 3 clusters Score -1123807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1123812.625000 Penalty: 4720.549316
	Iteration 57Q: 3 clusters Score -1123813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1123813.125000 Penalty: 4720.549316
	Iteration 58Q: 3 clusters Score -1123813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1123816.000000 Penalty: 4720.549316
	Iteration 59Q: 3 clusters Score -1123816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1123816.500000 Penalty: 4720.549316
	Iteration 60F: 3 clusters Score -1123816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1123818.375000 Penalty: 4720.549316
	Iteration 61Q: 3 clusters Score -1123818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1123820.250000 Penalty: 4720.549316
	Iteration 62Q: 3 clusters Score -1123820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1123819.625000 Penalty: 4720.549316
	Iteration 63Q: 3 clusters Score -1123820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1123821.625000 Penalty: 4720.549316
	Iteration 64Q: 3 clusters Score -1123822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1123821.625000 Penalty: 4720.549316
	Iteration 65Q: 3 clusters Score -1123822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1123821.625000 Penalty: 4720.549316
	Iteration 66F: 3 clusters Score -1123822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (106916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Entering Unmasked Estep 
Score: -9115022.000000 Penalty: 2871.790039
	Iteration 0F: 2 clusters Score -9115022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -9043654.000000 Penalty: 5743.580078
	Iteration 0F: 3 clusters Score -9043654 nChanged 50877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -9073522.000000 Penalty: 5743.580078
	Iteration 1F: 3 clusters Score -9073522 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -9075352.000000 Penalty: 5743.580078
	Iteration 2Q: 3 clusters Score -9075352 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -9077915.000000 Penalty: 5743.580078
	Iteration 3F: 3 clusters Score -9077915 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -9081027.000000 Penalty: 5743.580078
	Iteration 4F: 3 clusters Score -9081027 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -9084446.000000 Penalty: 5743.580078
	Iteration 5F: 3 clusters Score -9084446 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -9087447.000000 Penalty: 5743.580078
	Iteration 6F: 3 clusters Score -9087447 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -9089840.000000 Penalty: 5743.580078
	Iteration 7F: 3 clusters Score -9089840 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -9091416.000000 Penalty: 5743.580078
	Iteration 8Q: 3 clusters Score -9091416 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -9092748.000000 Penalty: 5743.580078
	Iteration 9Q: 3 clusters Score -9092748 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -9093911.000000 Penalty: 5743.580078
	Iteration 10Q: 3 clusters Score -9093911 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -9094963.000000 Penalty: 5743.580078
	Iteration 11Q: 3 clusters Score -9094963 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -9096123.000000 Penalty: 5743.580078
	Iteration 12Q: 3 clusters Score -9096123 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -9097481.000000 Penalty: 5743.580078
	Iteration 13Q: 3 clusters Score -9097481 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -9098971.000000 Penalty: 5743.580078
	Iteration 14Q: 3 clusters Score -9098971 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -9100503.000000 Penalty: 5743.580078
	Iteration 15Q: 3 clusters Score -9100503 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -9101797.000000 Penalty: 5743.580078
	Iteration 16Q: 3 clusters Score -9101797 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -9102724.000000 Penalty: 5743.580078
	Iteration 17Q: 3 clusters Score -9102724 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -9103418.000000 Penalty: 5743.580078
	Iteration 18Q: 3 clusters Score -9103418 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -9103887.000000 Penalty: 5743.580078
	Iteration 19Q: 3 clusters Score -9103887 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -9104299.000000 Penalty: 5743.580078
	Iteration 20F: 3 clusters Score -9104299 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -9104710.000000 Penalty: 5743.580078
	Iteration 21Q: 3 clusters Score -9104710 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -9105104.000000 Penalty: 5743.580078
	Iteration 22Q: 3 clusters Score -9105104 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -9105510.000000 Penalty: 5743.580078
	Iteration 23Q: 3 clusters Score -9105510 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -9105953.000000 Penalty: 5743.580078
	Iteration 24Q: 3 clusters Score -9105953 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -9106345.000000 Penalty: 5743.580078
	Iteration 25Q: 3 clusters Score -9106345 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -9106758.000000 Penalty: 5743.580078
	Iteration 26Q: 3 clusters Score -9106758 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -9107115.000000 Penalty: 5743.580078
	Iteration 27Q: 3 clusters Score -9107115 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -9107422.000000 Penalty: 5743.580078
	Iteration 28Q: 3 clusters Score -9107422 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -9107759.000000 Penalty: 5743.580078
	Iteration 29Q: 3 clusters Score -9107759 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -9108002.000000 Penalty: 5743.580078
	Iteration 30Q: 3 clusters Score -9108002 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -9108191.000000 Penalty: 5743.580078
	Iteration 31Q: 3 clusters Score -9108191 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -9108414.000000 Penalty: 5743.580078
	Iteration 32Q: 3 clusters Score -9108414 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -9108615.000000 Penalty: 5743.580078
	Iteration 33Q: 3 clusters Score -9108615 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -9108698.000000 Penalty: 5743.580078
	Iteration 34Q: 3 clusters Score -9108698 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -9108818.000000 Penalty: 5743.580078
	Iteration 35Q: 3 clusters Score -9108818 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -9108948.000000 Penalty: 5743.580078
	Iteration 36Q: 3 clusters Score -9108948 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -9109070.000000 Penalty: 5743.580078
	Iteration 37Q: 3 clusters Score -9109070 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9109199 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9109287 nChanged 492
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9109308 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9109413 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9109428 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9109507 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9109551 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9109615 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9109678 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9109680 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -9109696.000000 Penalty: 5743.580078
	Iteration 48Q: 3 clusters Score -9109696 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9109708 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9109753 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9109810 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9109833 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9109822 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -9109828.000000 Penalty: 5743.580078
	Iteration 54Q: 3 clusters Score -9109828 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -9109846.000000 Penalty: 5743.580078
	Iteration 55Q: 3 clusters Score -9109846 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9109890 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9109893 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9109953 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9109954 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9109960 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -9110003.000000 Penalty: 5743.580078
	Iteration 61Q: 3 clusters Score -9110003 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -9110026.000000 Penalty: 5743.580078
	Iteration 62Q: 3 clusters Score -9110026 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -9110076.000000 Penalty: 5743.580078
	Iteration 63Q: 3 clusters Score -9110076 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9110079 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9110101 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -9110118.000000 Penalty: 5743.580078
	Iteration 66Q: 3 clusters Score -9110118 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -9110138.000000 Penalty: 5743.580078
	Iteration 67Q: 3 clusters Score -9110138 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87449 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -9110135.000000 Penalty: 5743.580078
	Iteration 68Q: 3 clusters Score -9110135 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -9110142.000000 Penalty: 5743.580078
	Iteration 69Q: 3 clusters Score -9110142 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87764 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -9110144.000000 Penalty: 5743.580078
	Iteration 70Q: 3 clusters Score -9110144 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -9110164.000000 Penalty: 5743.580078
	Iteration 71Q: 3 clusters Score -9110164 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9110165 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88232 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -9110191.000000 Penalty: 5743.580078
	Iteration 73Q: 3 clusters Score -9110191 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9110181 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -9110186.000000 Penalty: 5743.580078
	Iteration 75Q: 3 clusters Score -9110186 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9110194 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -9110197.000000 Penalty: 5743.580078
	Iteration 77Q: 3 clusters Score -9110197 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -9110211.000000 Penalty: 5743.580078
	Iteration 78Q: 3 clusters Score -9110211 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -9110222.000000 Penalty: 5743.580078
	Iteration 79Q: 3 clusters Score -9110222 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -9110233.000000 Penalty: 5743.580078
	Iteration 80F: 3 clusters Score -9110233 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -9110276.000000 Penalty: 5743.580078
	Iteration 81Q: 3 clusters Score -9110276 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -9110268.000000 Penalty: 5743.580078
	Iteration 82Q: 3 clusters Score -9110268 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -9110275.000000 Penalty: 5743.580078
	Iteration 83Q: 3 clusters Score -9110275 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -9110302.000000 Penalty: 5743.580078
	Iteration 84Q: 3 clusters Score -9110302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -9110310.000000 Penalty: 5743.580078
	Iteration 85Q: 3 clusters Score -9110310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -9110332.000000 Penalty: 5743.580078
	Iteration 86Q: 3 clusters Score -9110332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -9110343.000000 Penalty: 5743.580078
	Iteration 87Q: 3 clusters Score -9110343 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90332 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -9110325.000000 Penalty: 5743.580078
	Iteration 88Q: 3 clusters Score -9110325 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -9110356.000000 Penalty: 5743.580078
	Iteration 89Q: 3 clusters Score -9110356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -9110385.000000 Penalty: 5743.580078
	Iteration 90Q: 3 clusters Score -9110385 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -9110367.000000 Penalty: 5743.580078
	Iteration 91Q: 3 clusters Score -9110367 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -9110383.000000 Penalty: 5743.580078
	Iteration 92Q: 3 clusters Score -9110383 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90928 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -9110405.000000 Penalty: 5743.580078
	Iteration 93Q: 3 clusters Score -9110405 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9110368 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -9110382.000000 Penalty: 5743.580078
	Iteration 95Q: 3 clusters Score -9110382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9110383 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -9110406.000000 Penalty: 5743.580078
	Iteration 97Q: 3 clusters Score -9110406 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -9110384.000000 Penalty: 5743.580078
	Iteration 98Q: 3 clusters Score -9110384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -9110392.000000 Penalty: 5743.580078
	Iteration 99Q: 3 clusters Score -9110392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -9110408.000000 Penalty: 5743.580078
	Iteration 100F: 3 clusters Score -9110408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91688 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -9110397.000000 Penalty: 5743.580078
	Iteration 101Q: 3 clusters Score -9110397 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -9110403.000000 Penalty: 5743.580078
	Iteration 102Q: 3 clusters Score -9110403 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -9110414.000000 Penalty: 5743.580078
	Iteration 103Q: 3 clusters Score -9110414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -9110402.000000 Penalty: 5743.580078
	Iteration 104Q: 3 clusters Score -9110402 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -9110379.000000 Penalty: 5743.580078
	Iteration 105Q: 3 clusters Score -9110379 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -9110381.000000 Penalty: 5743.580078
	Iteration 106Q: 3 clusters Score -9110381 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -9110376.000000 Penalty: 5743.580078
	Iteration 107Q: 3 clusters Score -9110376 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -9110361.000000 Penalty: 5743.580078
	Iteration 108Q: 3 clusters Score -9110361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -9110355.000000 Penalty: 5743.580078
	Iteration 109Q: 3 clusters Score -9110355 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -9110364.000000 Penalty: 5743.580078
	Iteration 110Q: 3 clusters Score -9110364 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -9110357.000000 Penalty: 5743.580078
	Iteration 111Q: 3 clusters Score -9110357 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -9110381.000000 Penalty: 5743.580078
	Iteration 112Q: 3 clusters Score -9110381 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -9110378.000000 Penalty: 5743.580078
	Iteration 113Q: 3 clusters Score -9110378 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -9110380.000000 Penalty: 5743.580078
	Iteration 114Q: 3 clusters Score -9110380 nChanged 82
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Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -9110387.000000 Penalty: 5743.580078
	Iteration 115Q: 3 clusters Score -9110387 nChanged 82
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Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9110378 nChanged 72
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Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9110410 nChanged 79
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Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -9110436.000000 Penalty: 5743.580078
	Iteration 118Q: 3 clusters Score -9110436 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -9110469.000000 Penalty: 5743.580078
	Iteration 119Q: 3 clusters Score -9110469 nChanged 96
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Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -9110509.000000 Penalty: 5743.580078
	Iteration 120F: 3 clusters Score -9110509 nChanged 107
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Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -9110515.000000 Penalty: 5743.580078
	Iteration 121Q: 3 clusters Score -9110515 nChanged 110
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Mstep: Class 1 contains 93420 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -9110523.000000 Penalty: 5743.580078
	Iteration 122Q: 3 clusters Score -9110523 nChanged 117
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Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -9110539.000000 Penalty: 5743.580078
	Iteration 123Q: 3 clusters Score -9110539 nChanged 104
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Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -9110574.000000 Penalty: 5743.580078
	Iteration 124Q: 3 clusters Score -9110574 nChanged 100
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Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -9110554.000000 Penalty: 5743.580078
	Iteration 125Q: 3 clusters Score -9110554 nChanged 83
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Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -9110556.000000 Penalty: 5743.580078
	Iteration 126Q: 3 clusters Score -9110556 nChanged 99
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Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -9110568.000000 Penalty: 5743.580078
	Iteration 127Q: 3 clusters Score -9110568 nChanged 99
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Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -9110560.000000 Penalty: 5743.580078
	Iteration 128Q: 3 clusters Score -9110560 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -9110548.000000 Penalty: 5743.580078
	Iteration 129Q: 3 clusters Score -9110548 nChanged 91
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Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -9110534.000000 Penalty: 5743.580078
	Iteration 130Q: 3 clusters Score -9110534 nChanged 97
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Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9110577 nChanged 109
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Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9110599 nChanged 103
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Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95268 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95850 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9110654 nChanged 138
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Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9110669 nChanged 136
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Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9110706 nChanged 148
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Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9110759 nChanged 176
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Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9110762 nChanged 170
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Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9110815 nChanged 162
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Mstep: Class 1 contains 97073 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9110829 nChanged 150
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Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97523 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9110848 nChanged 161
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Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97841 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 98000 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9110913 nChanged 175
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Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9110935 nChanged 171
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Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 98696 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9111043 nChanged 183
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Mstep: Class 1 contains 98879 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9111071 nChanged 199
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Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9111231 nChanged 243
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Mstep: Class 1 contains 100000 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9111414 nChanged 262
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Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9111540 nChanged 270
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Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9111562 nChanged 293
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Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9111611 nChanged 289
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Mstep: Class 1 contains 101873 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9111675 nChanged 282
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Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9111777 nChanged 264
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Mstep: Class 1 contains 102411 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9111843 nChanged 256
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Mstep: Class 1 contains 102661 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9111953 nChanged 249
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Mstep: Class 1 contains 102910 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9112013 nChanged 232
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Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9112089 nChanged 216
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Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9112169 nChanged 198
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Mstep: Class 1 contains 103540 members 
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	Iteration 183Q: 3 clusters Score -9112215 nChanged 180
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Mstep: Class 1 contains 103720 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9112268 nChanged 161
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Mstep: Class 1 contains 103881 members 
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	Iteration 185Q: 3 clusters Score -9112315 nChanged 150
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Mstep: Class 1 contains 104031 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9112403 nChanged 158
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Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9112438 nChanged 157
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Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9112478 nChanged 141
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Mstep: Class 1 contains 104483 members 
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	Iteration 189Q: 3 clusters Score -9112510 nChanged 113
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Mstep: Class 1 contains 104594 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9112537 nChanged 75
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Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9112554 nChanged 80
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Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9112574 nChanged 66
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9112594 nChanged 59
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9112605 nChanged 44
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Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9112594 nChanged 38
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Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9112598 nChanged 38
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Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9112609 nChanged 38
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	Iteration 198Q: 3 clusters Score -9112603 nChanged 38
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	Iteration 199Q: 3 clusters Score -9112609 nChanged 39
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Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9112615 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105129 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9112617 nChanged 43
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	Iteration 202Q: 3 clusters Score -9112636 nChanged 42
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	Iteration 203Q: 3 clusters Score -9112671 nChanged 39
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	Iteration 204Q: 3 clusters Score -9112695 nChanged 40
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	Iteration 205Q: 3 clusters Score -9112694 nChanged 30
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9112725 nChanged 25
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	Iteration 207Q: 3 clusters Score -9112726 nChanged 32
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	Iteration 208Q: 3 clusters Score -9112733 nChanged 28
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	Iteration 209Q: 3 clusters Score -9112745 nChanged 17
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	Iteration 210Q: 3 clusters Score -9112740 nChanged 14
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	Iteration 211Q: 3 clusters Score -9112739 nChanged 13
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	Iteration 212Q: 3 clusters Score -9112752 nChanged 18
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	Iteration 213Q: 3 clusters Score -9112754 nChanged 14
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	Iteration 214Q: 3 clusters Score -9112753 nChanged 14
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	Iteration 215Q: 3 clusters Score -9112755 nChanged 8
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	Iteration 216Q: 3 clusters Score -9112761 nChanged 4
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	Iteration 217Q: 3 clusters Score -9112760 nChanged 6
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	Iteration 218Q: 3 clusters Score -9112761 nChanged 6
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	Iteration 219Q: 3 clusters Score -9112758 nChanged 6
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	Iteration 220F: 3 clusters Score -9112765 nChanged 7
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	Iteration 221Q: 3 clusters Score -9112761 nChanged 8
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	Iteration 222Q: 3 clusters Score -9112765 nChanged 11
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	Iteration 223Q: 3 clusters Score -9112768 nChanged 12
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Score: -9112771.000000 Penalty: 5743.580078
	Iteration 224Q: 3 clusters Score -9112771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9112773.000000 Penalty: 5743.580078
	Iteration 225Q: 3 clusters Score -9112773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9112767.000000 Penalty: 5743.580078
	Iteration 226Q: 3 clusters Score -9112767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105536 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9112777.000000 Penalty: 5743.580078
	Iteration 227Q: 3 clusters Score -9112777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9112778.000000 Penalty: 5743.580078
	Iteration 228Q: 3 clusters Score -9112778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105543 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9112785.000000 Penalty: 5743.580078
	Iteration 229Q: 3 clusters Score -9112785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105543 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9112787.000000 Penalty: 5743.580078
	Iteration 230Q: 3 clusters Score -9112787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9112786.000000 Penalty: 5743.580078
	Iteration 231Q: 3 clusters Score -9112786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9112791.000000 Penalty: 5743.580078
	Iteration 232Q: 3 clusters Score -9112791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105552 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9112796.000000 Penalty: 5743.580078
	Iteration 233Q: 3 clusters Score -9112796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9112796.000000 Penalty: 5743.580078
	Iteration 234Q: 3 clusters Score -9112796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105558 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9112796.000000 Penalty: 5743.580078
	Iteration 235Q: 3 clusters Score -9112796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105559 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9112795.000000 Penalty: 5743.580078
	Iteration 236Q: 3 clusters Score -9112795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9112801.000000 Penalty: 5743.580078
	Iteration 237Q: 3 clusters Score -9112801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9112801.000000 Penalty: 5743.580078
	Iteration 238F: 3 clusters Score -9112801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -402279.968750 Penalty: 2128.532715
	Iteration 0F: 2 clusters Score -402280 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 2672 members 
Entering Unmasked Estep 
Score: -397542.531250 Penalty: 4257.065430
	Iteration 0F: 3 clusters Score -397542.5 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -398741.437500 Penalty: 4257.065430
	Iteration 1F: 3 clusters Score -398741.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -398965.781250 Penalty: 4257.065430
	Iteration 2F: 3 clusters Score -398965.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -399106.500000 Penalty: 4257.065430
	Iteration 3F: 3 clusters Score -399106.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -399224.968750 Penalty: 4257.065430
	Iteration 4Q: 3 clusters Score -399225 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -399333.718750 Penalty: 4257.065430
	Iteration 5Q: 3 clusters Score -399333.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -399416.656250 Penalty: 4257.065430
	Iteration 6Q: 3 clusters Score -399416.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -399482.562500 Penalty: 4257.065430
	Iteration 7Q: 3 clusters Score -399482.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -399526.687500 Penalty: 4257.065430
	Iteration 8Q: 3 clusters Score -399526.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -399565.406250 Penalty: 4257.065430
	Iteration 9Q: 3 clusters Score -399565.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -399600.687500 Penalty: 4257.065430
	Iteration 10Q: 3 clusters Score -399600.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -399622.593750 Penalty: 4257.065430
	Iteration 11Q: 3 clusters Score -399622.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -399642.875000 Penalty: 4257.065430
	Iteration 12Q: 3 clusters Score -399642.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -399664.343750 Penalty: 4257.065430
	Iteration 13Q: 3 clusters Score -399664.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -399694.406250 Penalty: 4257.065430
	Iteration 14Q: 3 clusters Score -399694.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -399719.281250 Penalty: 4257.065430
	Iteration 15Q: 3 clusters Score -399719.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -399747.343750 Penalty: 4257.065430
	Iteration 16Q: 3 clusters Score -399747.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -399780.468750 Penalty: 4257.065430
	Iteration 17Q: 3 clusters Score -399780.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -399818.000000 Penalty: 4257.065430
	Iteration 18Q: 3 clusters Score -399818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -399861.531250 Penalty: 4257.065430
	Iteration 19Q: 3 clusters Score -399861.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -399911.687500 Penalty: 4257.065430
	Iteration 20F: 3 clusters Score -399911.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -399965.656250 Penalty: 4257.065430
	Iteration 21Q: 3 clusters Score -399965.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -400027.125000 Penalty: 4257.065430
	Iteration 22Q: 3 clusters Score -400027.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -400089.437500 Penalty: 4257.065430
	Iteration 23Q: 3 clusters Score -400089.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -400151.062500 Penalty: 4257.065430
	Iteration 24Q: 3 clusters Score -400151.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -400225.343750 Penalty: 4257.065430
	Iteration 25Q: 3 clusters Score -400225.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -400337.687500 Penalty: 4257.065430
	Iteration 26Q: 3 clusters Score -400337.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -400450.500000 Penalty: 4257.065430
	Iteration 27Q: 3 clusters Score -400450.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -400537.687500 Penalty: 4257.065430
	Iteration 28Q: 3 clusters Score -400537.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -400614.718750 Penalty: 4257.065430
	Iteration 29Q: 3 clusters Score -400614.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -400653.468750 Penalty: 4257.065430
	Iteration 30Q: 3 clusters Score -400653.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -400696.218750 Penalty: 4257.065430
	Iteration 31Q: 3 clusters Score -400696.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -400719.250000 Penalty: 4257.065430
	Iteration 32Q: 3 clusters Score -400719.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -400734.625000 Penalty: 4257.065430
	Iteration 33Q: 3 clusters Score -400734.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -400743.468750 Penalty: 4257.065430
	Iteration 34Q: 3 clusters Score -400743.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -400746.343750 Penalty: 4257.065430
	Iteration 35Q: 3 clusters Score -400746.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -400749.000000 Penalty: 4257.065430
	Iteration 36Q: 3 clusters Score -400749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -400750.281250 Penalty: 4257.065430
	Iteration 37Q: 3 clusters Score -400750.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -400751.437500 Penalty: 4257.065430
	Iteration 38Q: 3 clusters Score -400751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -400751.375000 Penalty: 4257.065430
	Iteration 39Q: 3 clusters Score -400751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -400751.906250 Penalty: 4257.065430
	Iteration 40F: 3 clusters Score -400751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -400753.656250 Penalty: 4257.065430
	Iteration 41Q: 3 clusters Score -400753.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -400758.312500 Penalty: 4257.065430
	Iteration 42Q: 3 clusters Score -400758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -400761.437500 Penalty: 4257.065430
	Iteration 43Q: 3 clusters Score -400761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -400763.250000 Penalty: 4257.065430
	Iteration 44Q: 3 clusters Score -400763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -400764.625000 Penalty: 4257.065430
	Iteration 45Q: 3 clusters Score -400764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -400765.531250 Penalty: 4257.065430
	Iteration 46Q: 3 clusters Score -400765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -400765.437500 Penalty: 4257.065430
	Iteration 47Q: 3 clusters Score -400765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -400768.218750 Penalty: 4257.065430
	Iteration 48Q: 3 clusters Score -400768.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -400770.375000 Penalty: 4257.065430
	Iteration 49Q: 3 clusters Score -400770.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -400773.750000 Penalty: 4257.065430
	Iteration 50Q: 3 clusters Score -400773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -400776.156250 Penalty: 4257.065430
	Iteration 51Q: 3 clusters Score -400776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -400776.156250 Penalty: 4257.065430
	Iteration 52Q: 3 clusters Score -400776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -400777.531250 Penalty: 4257.065430
	Iteration 53Q: 3 clusters Score -400777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -400778.750000 Penalty: 4257.065430
	Iteration 54Q: 3 clusters Score -400778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -400778.812500 Penalty: 4257.065430
	Iteration 55Q: 3 clusters Score -400778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -400778.531250 Penalty: 4257.065430
	Iteration 56Q: 3 clusters Score -400778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -400778.437500 Penalty: 4257.065430
	Iteration 57Q: 3 clusters Score -400778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -400779.656250 Penalty: 4257.065430
	Iteration 58Q: 3 clusters Score -400779.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -400779.656250 Penalty: 4257.065430
	Iteration 59F: 3 clusters Score -400779.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -417274.875000 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -417274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -412921.312500 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -412921.3 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -413932.937500 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -413932.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -414123.968750 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -414124 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -414255.718750 Penalty: 4201.793945
	Iteration 3Q: 3 clusters Score -414255.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -414367.437500 Penalty: 4201.793945
	Iteration 4Q: 3 clusters Score -414367.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -414460.156250 Penalty: 4201.793945
	Iteration 5Q: 3 clusters Score -414460.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -414544.218750 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -414544.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -414615.625000 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -414615.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -414690.937500 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -414690.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -414774.312500 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -414774.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -414861.562500 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -414861.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -414942.406250 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -414942.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -415024.593750 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -415024.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -415104.812500 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -415104.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -415166.562500 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -415166.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -415234.156250 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -415234.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -415304.875000 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -415304.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -415354.718750 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -415354.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -415391.156250 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -415391.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -415421.156250 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -415421.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -415448.531250 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -415448.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -415466.531250 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -415466.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -415485.531250 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -415485.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -415505.062500 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -415505.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -415523.406250 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -415523.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -415540.093750 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -415540.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -415558.000000 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -415558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -415570.718750 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -415570.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -415576.625000 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -415576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -415579.062500 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -415579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -415579.781250 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -415579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -415580.843750 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -415580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -415580.437500 Penalty: 4201.793945
	Iteration 32Q: 3 clusters Score -415580.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -415580.437500 Penalty: 4201.793945
	Iteration 33F: 3 clusters Score -415580.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -345748.250000 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -345748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -341661.093750 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -341661.1 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -342612.281250 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -342612.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -342783.343750 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -342783.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -342898.218750 Penalty: 4155.339844
	Iteration 3Q: 3 clusters Score -342898.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -342994.531250 Penalty: 4155.339844
	Iteration 4Q: 3 clusters Score -342994.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -343076.906250 Penalty: 4155.339844
	Iteration 5Q: 3 clusters Score -343076.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -343152.062500 Penalty: 4155.339844
	Iteration 6Q: 3 clusters Score -343152.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -343226.812500 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -343226.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -343288.531250 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -343288.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -343350.250000 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -343350.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -343410.750000 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -343410.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -343470.406250 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -343470.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -343540.812500 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -343540.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -343619.781250 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -343619.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -343723.093750 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -343723.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -343829.843750 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -343829.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -343921.406250 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -343921.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -344001.125000 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -344001.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -344081.062500 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -344081.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -344129.125000 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -344129.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -344167.937500 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -344167.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -344199.437500 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -344199.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -344220.250000 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -344220.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -344237.468750 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -344237.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -344253.218750 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -344253.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -344265.906250 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -344265.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -344277.406250 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -344277.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -344284.250000 Penalty: 4155.339844
	Iteration 27Q: 3 clusters Score -344284.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -344294.781250 Penalty: 4155.339844
	Iteration 28Q: 3 clusters Score -344294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -344304.500000 Penalty: 4155.339844
	Iteration 29Q: 3 clusters Score -344304.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -344309.843750 Penalty: 4155.339844
	Iteration 30Q: 3 clusters Score -344309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -344313.093750 Penalty: 4155.339844
	Iteration 31Q: 3 clusters Score -344313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -344318.000000 Penalty: 4155.339844
	Iteration 32Q: 3 clusters Score -344318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -344321.312500 Penalty: 4155.339844
	Iteration 33Q: 3 clusters Score -344321.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -344325.593750 Penalty: 4155.339844
	Iteration 34Q: 3 clusters Score -344325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -344328.781250 Penalty: 4155.339844
	Iteration 35Q: 3 clusters Score -344328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -344328.781250 Penalty: 4155.339844
	Iteration 36F: 3 clusters Score -344328.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Entering Unmasked Estep 
Score: -941594.312500 Penalty: 2305.604736
	Iteration 0F: 2 clusters Score -941594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -933271.750000 Penalty: 4611.209473
	Iteration 0F: 3 clusters Score -933271.8 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -935609.062500 Penalty: 4611.209473
	Iteration 1F: 3 clusters Score -935609.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -935962.750000 Penalty: 4611.209473
	Iteration 2F: 3 clusters Score -935962.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -936226.687500 Penalty: 4611.209473
	Iteration 3F: 3 clusters Score -936226.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -936459.812500 Penalty: 4611.209473
	Iteration 4Q: 3 clusters Score -936459.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -936709.062500 Penalty: 4611.209473
	Iteration 5Q: 3 clusters Score -936709.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -936977.625000 Penalty: 4611.209473
	Iteration 6Q: 3 clusters Score -936977.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -937243.812500 Penalty: 4611.209473
	Iteration 7Q: 3 clusters Score -937243.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -937487.375000 Penalty: 4611.209473
	Iteration 8Q: 3 clusters Score -937487.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -937747.625000 Penalty: 4611.209473
	Iteration 9Q: 3 clusters Score -937747.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -938016.000000 Penalty: 4611.209473
	Iteration 10Q: 3 clusters Score -938016 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -938314.687500 Penalty: 4611.209473
	Iteration 11Q: 3 clusters Score -938314.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -938605.000000 Penalty: 4611.209473
	Iteration 12Q: 3 clusters Score -938605 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -938831.000000 Penalty: 4611.209473
	Iteration 13Q: 3 clusters Score -938831 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -938989.250000 Penalty: 4611.209473
	Iteration 14Q: 3 clusters Score -938989.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -939088.187500 Penalty: 4611.209473
	Iteration 15Q: 3 clusters Score -939088.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -939176.250000 Penalty: 4611.209473
	Iteration 16Q: 3 clusters Score -939176.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -939253.812500 Penalty: 4611.209473
	Iteration 17Q: 3 clusters Score -939253.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -939314.062500 Penalty: 4611.209473
	Iteration 18Q: 3 clusters Score -939314.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -939362.687500 Penalty: 4611.209473
	Iteration 19Q: 3 clusters Score -939362.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -939397.125000 Penalty: 4611.209473
	Iteration 20F: 3 clusters Score -939397.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -939416.875000 Penalty: 4611.209473
	Iteration 21Q: 3 clusters Score -939416.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -939437.187500 Penalty: 4611.209473
	Iteration 22Q: 3 clusters Score -939437.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -939457.312500 Penalty: 4611.209473
	Iteration 23Q: 3 clusters Score -939457.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -939471.812500 Penalty: 4611.209473
	Iteration 24Q: 3 clusters Score -939471.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -939492.812500 Penalty: 4611.209473
	Iteration 25Q: 3 clusters Score -939492.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -939506.187500 Penalty: 4611.209473
	Iteration 26Q: 3 clusters Score -939506.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -939520.062500 Penalty: 4611.209473
	Iteration 27Q: 3 clusters Score -939520.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -939529.375000 Penalty: 4611.209473
	Iteration 28Q: 3 clusters Score -939529.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -939532.625000 Penalty: 4611.209473
	Iteration 29Q: 3 clusters Score -939532.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -939542.937500 Penalty: 4611.209473
	Iteration 30Q: 3 clusters Score -939542.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -939548.625000 Penalty: 4611.209473
	Iteration 31Q: 3 clusters Score -939548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -939551.562500 Penalty: 4611.209473
	Iteration 32Q: 3 clusters Score -939551.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -939558.000000 Penalty: 4611.209473
	Iteration 33Q: 3 clusters Score -939558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -939566.250000 Penalty: 4611.209473
	Iteration 34Q: 3 clusters Score -939566.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -939573.250000 Penalty: 4611.209473
	Iteration 35Q: 3 clusters Score -939573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -939576.187500 Penalty: 4611.209473
	Iteration 36Q: 3 clusters Score -939576.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -939586.625000 Penalty: 4611.209473
	Iteration 37Q: 3 clusters Score -939586.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -939593.875000 Penalty: 4611.209473
	Iteration 38Q: 3 clusters Score -939593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -939598.687500 Penalty: 4611.209473
	Iteration 39Q: 3 clusters Score -939598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -939600.312500 Penalty: 4611.209473
	Iteration 40F: 3 clusters Score -939600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -939603.000000 Penalty: 4611.209473
	Iteration 41Q: 3 clusters Score -939603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -939603.375000 Penalty: 4611.209473
	Iteration 42Q: 3 clusters Score -939603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -939604.125000 Penalty: 4611.209473
	Iteration 43Q: 3 clusters Score -939604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -939607.625000 Penalty: 4611.209473
	Iteration 44Q: 3 clusters Score -939607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -939611.562500 Penalty: 4611.209473
	Iteration 45Q: 3 clusters Score -939611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -939614.187500 Penalty: 4611.209473
	Iteration 46Q: 3 clusters Score -939614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -939618.125000 Penalty: 4611.209473
	Iteration 47Q: 3 clusters Score -939618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -939618.187500 Penalty: 4611.209473
	Iteration 48Q: 3 clusters Score -939618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -939618.187500 Penalty: 4611.209473
	Iteration 49F: 3 clusters Score -939618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -471547.875000 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -471547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -466814.562500 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -466814.6 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -467948.812500 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -467948.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -468128.250000 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -468128.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -468255.468750 Penalty: 4259.382812
	Iteration 3Q: 3 clusters Score -468255.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -468353.125000 Penalty: 4259.382812
	Iteration 4Q: 3 clusters Score -468353.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -468431.937500 Penalty: 4259.382812
	Iteration 5Q: 3 clusters Score -468431.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -468486.218750 Penalty: 4259.382812
	Iteration 6Q: 3 clusters Score -468486.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -468536.468750 Penalty: 4259.382812
	Iteration 7Q: 3 clusters Score -468536.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -468574.031250 Penalty: 4259.382812
	Iteration 8Q: 3 clusters Score -468574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -468612.093750 Penalty: 4259.382812
	Iteration 9Q: 3 clusters Score -468612.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -468637.937500 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -468637.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -468650.406250 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -468650.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -468666.843750 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -468666.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -468681.343750 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -468681.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -468694.281250 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -468694.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -468706.843750 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -468706.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -468720.875000 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -468720.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -468733.156250 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -468733.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -468739.468750 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -468739.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -468748.125000 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -468748.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -468758.406250 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -468758.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -468769.968750 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -468770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -468778.437500 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -468778.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -468785.500000 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -468785.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -468794.937500 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -468794.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -468804.250000 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -468804.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -468813.718750 Penalty: 4259.382812
	Iteration 26Q: 3 clusters Score -468813.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -468820.625000 Penalty: 4259.382812
	Iteration 27Q: 3 clusters Score -468820.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -468825.875000 Penalty: 4259.382812
	Iteration 28Q: 3 clusters Score -468825.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -468830.125000 Penalty: 4259.382812
	Iteration 29Q: 3 clusters Score -468830.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -468835.312500 Penalty: 4259.382812
	Iteration 30Q: 3 clusters Score -468835.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -468843.937500 Penalty: 4259.382812
	Iteration 31Q: 3 clusters Score -468843.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -468853.125000 Penalty: 4259.382812
	Iteration 32Q: 3 clusters Score -468853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -468859.906250 Penalty: 4259.382812
	Iteration 33Q: 3 clusters Score -468859.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -468864.562500 Penalty: 4259.382812
	Iteration 34Q: 3 clusters Score -468864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -468865.625000 Penalty: 4259.382812
	Iteration 35Q: 3 clusters Score -468865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -468867.531250 Penalty: 4259.382812
	Iteration 36Q: 3 clusters Score -468867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -468868.093750 Penalty: 4259.382812
	Iteration 37Q: 3 clusters Score -468868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -468870.656250 Penalty: 4259.382812
	Iteration 38Q: 3 clusters Score -468870.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -468872.968750 Penalty: 4259.382812
	Iteration 39Q: 3 clusters Score -468873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -468874.562500 Penalty: 4259.382812
	Iteration 40F: 3 clusters Score -468874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -468876.406250 Penalty: 4259.382812
	Iteration 41Q: 3 clusters Score -468876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -468879.000000 Penalty: 4259.382812
	Iteration 42Q: 3 clusters Score -468879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -468879.906250 Penalty: 4259.382812
	Iteration 43Q: 3 clusters Score -468879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -468882.875000 Penalty: 4259.382812
	Iteration 44Q: 3 clusters Score -468882.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -468887.562500 Penalty: 4259.382812
	Iteration 45Q: 3 clusters Score -468887.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -468891.687500 Penalty: 4259.382812
	Iteration 46Q: 3 clusters Score -468891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -468894.031250 Penalty: 4259.382812
	Iteration 47Q: 3 clusters Score -468894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -468895.437500 Penalty: 4259.382812
	Iteration 48Q: 3 clusters Score -468895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -468896.593750 Penalty: 4259.382812
	Iteration 49Q: 3 clusters Score -468896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -468897.687500 Penalty: 4259.382812
	Iteration 50Q: 3 clusters Score -468897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -468898.312500 Penalty: 4259.382812
	Iteration 51Q: 3 clusters Score -468898.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -468901.687500 Penalty: 4259.382812
	Iteration 52Q: 3 clusters Score -468901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -468902.593750 Penalty: 4259.382812
	Iteration 53Q: 3 clusters Score -468902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -468903.281250 Penalty: 4259.382812
	Iteration 54Q: 3 clusters Score -468903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -468905.875000 Penalty: 4259.382812
	Iteration 55Q: 3 clusters Score -468905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -468908.125000 Penalty: 4259.382812
	Iteration 56Q: 3 clusters Score -468908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -468908.687500 Penalty: 4259.382812
	Iteration 57Q: 3 clusters Score -468908.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -468910.937500 Penalty: 4259.382812
	Iteration 58Q: 3 clusters Score -468910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -468914.156250 Penalty: 4259.382812
	Iteration 59Q: 3 clusters Score -468914.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -468917.187500 Penalty: 4259.382812
	Iteration 60F: 3 clusters Score -468917.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -468919.781250 Penalty: 4259.382812
	Iteration 61Q: 3 clusters Score -468919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -468922.562500 Penalty: 4259.382812
	Iteration 62Q: 3 clusters Score -468922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -468923.375000 Penalty: 4259.382812
	Iteration 63Q: 3 clusters Score -468923.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -468926.781250 Penalty: 4259.382812
	Iteration 64Q: 3 clusters Score -468926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -468930.343750 Penalty: 4259.382812
	Iteration 65Q: 3 clusters Score -468930.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -468933.031250 Penalty: 4259.382812
	Iteration 66Q: 3 clusters Score -468933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -468937.125000 Penalty: 4259.382812
	Iteration 67Q: 3 clusters Score -468937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -468937.718750 Penalty: 4259.382812
	Iteration 68Q: 3 clusters Score -468937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -468940.062500 Penalty: 4259.382812
	Iteration 69Q: 3 clusters Score -468940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -468942.062500 Penalty: 4259.382812
	Iteration 70Q: 3 clusters Score -468942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -468945.687500 Penalty: 4259.382812
	Iteration 71Q: 3 clusters Score -468945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -468947.187500 Penalty: 4259.382812
	Iteration 72Q: 3 clusters Score -468947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -468950.968750 Penalty: 4259.382812
	Iteration 73Q: 3 clusters Score -468951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -468954.187500 Penalty: 4259.382812
	Iteration 74Q: 3 clusters Score -468954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -468958.562500 Penalty: 4259.382812
	Iteration 75Q: 3 clusters Score -468958.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -468962.468750 Penalty: 4259.382812
	Iteration 76Q: 3 clusters Score -468962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -468965.968750 Penalty: 4259.382812
	Iteration 77Q: 3 clusters Score -468966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -468972.406250 Penalty: 4259.382812
	Iteration 78Q: 3 clusters Score -468972.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -468976.187500 Penalty: 4259.382812
	Iteration 79Q: 3 clusters Score -468976.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -468980.312500 Penalty: 4259.382812
	Iteration 80F: 3 clusters Score -468980.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -468983.656250 Penalty: 4259.382812
	Iteration 81Q: 3 clusters Score -468983.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -468987.281250 Penalty: 4259.382812
	Iteration 82Q: 3 clusters Score -468987.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -468992.562500 Penalty: 4259.382812
	Iteration 83Q: 3 clusters Score -468992.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -468996.500000 Penalty: 4259.382812
	Iteration 84Q: 3 clusters Score -468996.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -469003.781250 Penalty: 4259.382812
	Iteration 85Q: 3 clusters Score -469003.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -469010.156250 Penalty: 4259.382812
	Iteration 86Q: 3 clusters Score -469010.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -469014.875000 Penalty: 4259.382812
	Iteration 87Q: 3 clusters Score -469014.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -469021.406250 Penalty: 4259.382812
	Iteration 88Q: 3 clusters Score -469021.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -469030.687500 Penalty: 4259.382812
	Iteration 89Q: 3 clusters Score -469030.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -469037.343750 Penalty: 4259.382812
	Iteration 90Q: 3 clusters Score -469037.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -469042.468750 Penalty: 4259.382812
	Iteration 91Q: 3 clusters Score -469042.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -469045.312500 Penalty: 4259.382812
	Iteration 92Q: 3 clusters Score -469045.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -469048.156250 Penalty: 4259.382812
	Iteration 93Q: 3 clusters Score -469048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -469049.656250 Penalty: 4259.382812
	Iteration 94Q: 3 clusters Score -469049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -469052.750000 Penalty: 4259.382812
	Iteration 95Q: 3 clusters Score -469052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -469053.875000 Penalty: 4259.382812
	Iteration 96Q: 3 clusters Score -469053.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -469059.125000 Penalty: 4259.382812
	Iteration 97Q: 3 clusters Score -469059.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -469062.812500 Penalty: 4259.382812
	Iteration 98Q: 3 clusters Score -469062.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -469067.093750 Penalty: 4259.382812
	Iteration 99Q: 3 clusters Score -469067.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -469069.281250 Penalty: 4259.382812
	Iteration 100F: 3 clusters Score -469069.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -469073.000000 Penalty: 4259.382812
	Iteration 101Q: 3 clusters Score -469073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -469077.375000 Penalty: 4259.382812
	Iteration 102Q: 3 clusters Score -469077.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -469082.343750 Penalty: 4259.382812
	Iteration 103Q: 3 clusters Score -469082.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -469085.281250 Penalty: 4259.382812
	Iteration 104Q: 3 clusters Score -469085.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -469087.718750 Penalty: 4259.382812
	Iteration 105Q: 3 clusters Score -469087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -469093.843750 Penalty: 4259.382812
	Iteration 106Q: 3 clusters Score -469093.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -469097.656250 Penalty: 4259.382812
	Iteration 107Q: 3 clusters Score -469097.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -469101.968750 Penalty: 4259.382812
	Iteration 108Q: 3 clusters Score -469102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -469107.343750 Penalty: 4259.382812
	Iteration 109Q: 3 clusters Score -469107.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -469114.281250 Penalty: 4259.382812
	Iteration 110Q: 3 clusters Score -469114.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -469119.937500 Penalty: 4259.382812
	Iteration 111Q: 3 clusters Score -469119.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -469125.843750 Penalty: 4259.382812
	Iteration 112Q: 3 clusters Score -469125.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -469128.687500 Penalty: 4259.382812
	Iteration 113Q: 3 clusters Score -469128.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -469133.000000 Penalty: 4259.382812
	Iteration 114Q: 3 clusters Score -469133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -469138.000000 Penalty: 4259.382812
	Iteration 115Q: 3 clusters Score -469138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -469140.593750 Penalty: 4259.382812
	Iteration 116Q: 3 clusters Score -469140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -469144.500000 Penalty: 4259.382812
	Iteration 117Q: 3 clusters Score -469144.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -469153.656250 Penalty: 4259.382812
	Iteration 118Q: 3 clusters Score -469153.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -469163.437500 Penalty: 4259.382812
	Iteration 119Q: 3 clusters Score -469163.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -469177.968750 Penalty: 4259.382812
	Iteration 120F: 3 clusters Score -469178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -469187.281250 Penalty: 4259.382812
	Iteration 121Q: 3 clusters Score -469187.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -469196.812500 Penalty: 4259.382812
	Iteration 122Q: 3 clusters Score -469196.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -469208.312500 Penalty: 4259.382812
	Iteration 123Q: 3 clusters Score -469208.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -469218.250000 Penalty: 4259.382812
	Iteration 124Q: 3 clusters Score -469218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -469226.656250 Penalty: 4259.382812
	Iteration 125Q: 3 clusters Score -469226.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -469236.812500 Penalty: 4259.382812
	Iteration 126Q: 3 clusters Score -469236.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -469245.531250 Penalty: 4259.382812
	Iteration 127Q: 3 clusters Score -469245.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -469254.125000 Penalty: 4259.382812
	Iteration 128Q: 3 clusters Score -469254.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -469259.812500 Penalty: 4259.382812
	Iteration 129Q: 3 clusters Score -469259.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -469269.875000 Penalty: 4259.382812
	Iteration 130Q: 3 clusters Score -469269.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -469280.500000 Penalty: 4259.382812
	Iteration 131Q: 3 clusters Score -469280.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -469290.375000 Penalty: 4259.382812
	Iteration 132Q: 3 clusters Score -469290.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -469302.531250 Penalty: 4259.382812
	Iteration 133Q: 3 clusters Score -469302.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -469320.500000 Penalty: 4259.382812
	Iteration 134Q: 3 clusters Score -469320.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -469340.562500 Penalty: 4259.382812
	Iteration 135Q: 3 clusters Score -469340.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -469358.843750 Penalty: 4259.382812
	Iteration 136Q: 3 clusters Score -469358.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -469373.750000 Penalty: 4259.382812
	Iteration 137Q: 3 clusters Score -469373.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -469388.625000 Penalty: 4259.382812
	Iteration 138Q: 3 clusters Score -469388.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -469401.312500 Penalty: 4259.382812
	Iteration 139Q: 3 clusters Score -469401.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -469409.312500 Penalty: 4259.382812
	Iteration 140F: 3 clusters Score -469409.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -469417.468750 Penalty: 4259.382812
	Iteration 141Q: 3 clusters Score -469417.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -469423.031250 Penalty: 4259.382812
	Iteration 142Q: 3 clusters Score -469423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -469429.062500 Penalty: 4259.382812
	Iteration 143Q: 3 clusters Score -469429.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -469431.875000 Penalty: 4259.382812
	Iteration 144Q: 3 clusters Score -469431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -469433.593750 Penalty: 4259.382812
	Iteration 145Q: 3 clusters Score -469433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -469434.968750 Penalty: 4259.382812
	Iteration 146Q: 3 clusters Score -469435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -469434.625000 Penalty: 4259.382812
	Iteration 147Q: 3 clusters Score -469434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -469434.625000 Penalty: 4259.382812
	Iteration 148F: 3 clusters Score -469434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -425271.812500 Penalty: 2118.629639
	Iteration 0F: 2 clusters Score -425271.8 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 2558 members 
Entering Unmasked Estep 
Score: -420684.750000 Penalty: 4237.259277
	Iteration 0F: 3 clusters Score -420684.8 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -421796.406250 Penalty: 4237.259277
	Iteration 1F: 3 clusters Score -421796.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -421977.625000 Penalty: 4237.259277
	Iteration 2F: 3 clusters Score -421977.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -422081.218750 Penalty: 4237.259277
	Iteration 3Q: 3 clusters Score -422081.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -422175.125000 Penalty: 4237.259277
	Iteration 4Q: 3 clusters Score -422175.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -422258.375000 Penalty: 4237.259277
	Iteration 5Q: 3 clusters Score -422258.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -422309.062500 Penalty: 4237.259277
	Iteration 6Q: 3 clusters Score -422309.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -422344.937500 Penalty: 4237.259277
	Iteration 7Q: 3 clusters Score -422344.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -422369.687500 Penalty: 4237.259277
	Iteration 8Q: 3 clusters Score -422369.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -422396.906250 Penalty: 4237.259277
	Iteration 9Q: 3 clusters Score -422396.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -422416.593750 Penalty: 4237.259277
	Iteration 10Q: 3 clusters Score -422416.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -422431.156250 Penalty: 4237.259277
	Iteration 11Q: 3 clusters Score -422431.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -422442.437500 Penalty: 4237.259277
	Iteration 12Q: 3 clusters Score -422442.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -422453.875000 Penalty: 4237.259277
	Iteration 13Q: 3 clusters Score -422453.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -422468.187500 Penalty: 4237.259277
	Iteration 14Q: 3 clusters Score -422468.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -422481.343750 Penalty: 4237.259277
	Iteration 15Q: 3 clusters Score -422481.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -422492.312500 Penalty: 4237.259277
	Iteration 16Q: 3 clusters Score -422492.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -422505.031250 Penalty: 4237.259277
	Iteration 17Q: 3 clusters Score -422505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -422516.062500 Penalty: 4237.259277
	Iteration 18Q: 3 clusters Score -422516.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -422530.406250 Penalty: 4237.259277
	Iteration 19Q: 3 clusters Score -422530.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -422542.062500 Penalty: 4237.259277
	Iteration 20F: 3 clusters Score -422542.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -422556.375000 Penalty: 4237.259277
	Iteration 21Q: 3 clusters Score -422556.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -422569.937500 Penalty: 4237.259277
	Iteration 22Q: 3 clusters Score -422569.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -422586.281250 Penalty: 4237.259277
	Iteration 23Q: 3 clusters Score -422586.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -422602.343750 Penalty: 4237.259277
	Iteration 24Q: 3 clusters Score -422602.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -422620.906250 Penalty: 4237.259277
	Iteration 25Q: 3 clusters Score -422620.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -422640.875000 Penalty: 4237.259277
	Iteration 26Q: 3 clusters Score -422640.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -422663.500000 Penalty: 4237.259277
	Iteration 27Q: 3 clusters Score -422663.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -422688.500000 Penalty: 4237.259277
	Iteration 28Q: 3 clusters Score -422688.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -422714.062500 Penalty: 4237.259277
	Iteration 29Q: 3 clusters Score -422714.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -422741.812500 Penalty: 4237.259277
	Iteration 30Q: 3 clusters Score -422741.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -422772.000000 Penalty: 4237.259277
	Iteration 31Q: 3 clusters Score -422772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -422807.687500 Penalty: 4237.259277
	Iteration 32Q: 3 clusters Score -422807.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -422854.937500 Penalty: 4237.259277
	Iteration 33Q: 3 clusters Score -422854.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -422906.218750 Penalty: 4237.259277
	Iteration 34Q: 3 clusters Score -422906.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -422952.093750 Penalty: 4237.259277
	Iteration 35Q: 3 clusters Score -422952.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -423009.625000 Penalty: 4237.259277
	Iteration 36Q: 3 clusters Score -423009.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -423064.437500 Penalty: 4237.259277
	Iteration 37Q: 3 clusters Score -423064.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -423116.875000 Penalty: 4237.259277
	Iteration 38Q: 3 clusters Score -423116.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -423147.781250 Penalty: 4237.259277
	Iteration 39Q: 3 clusters Score -423147.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -423184.875000 Penalty: 4237.259277
	Iteration 40F: 3 clusters Score -423184.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -423227.437500 Penalty: 4237.259277
	Iteration 41Q: 3 clusters Score -423227.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -423259.562500 Penalty: 4237.259277
	Iteration 42Q: 3 clusters Score -423259.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -423296.093750 Penalty: 4237.259277
	Iteration 43Q: 3 clusters Score -423296.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -423333.781250 Penalty: 4237.259277
	Iteration 44Q: 3 clusters Score -423333.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -423367.062500 Penalty: 4237.259277
	Iteration 45Q: 3 clusters Score -423367.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -423391.531250 Penalty: 4237.259277
	Iteration 46Q: 3 clusters Score -423391.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -423416.937500 Penalty: 4237.259277
	Iteration 47Q: 3 clusters Score -423416.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -423438.218750 Penalty: 4237.259277
	Iteration 48Q: 3 clusters Score -423438.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -423451.250000 Penalty: 4237.259277
	Iteration 49Q: 3 clusters Score -423451.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -423470.875000 Penalty: 4237.259277
	Iteration 50Q: 3 clusters Score -423470.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -423481.781250 Penalty: 4237.259277
	Iteration 51Q: 3 clusters Score -423481.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -423491.562500 Penalty: 4237.259277
	Iteration 52Q: 3 clusters Score -423491.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -423500.375000 Penalty: 4237.259277
	Iteration 53Q: 3 clusters Score -423500.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -423511.250000 Penalty: 4237.259277
	Iteration 54Q: 3 clusters Score -423511.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -423520.031250 Penalty: 4237.259277
	Iteration 55Q: 3 clusters Score -423520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -423540.000000 Penalty: 4237.259277
	Iteration 56Q: 3 clusters Score -423540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -423551.750000 Penalty: 4237.259277
	Iteration 57Q: 3 clusters Score -423551.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -423559.750000 Penalty: 4237.259277
	Iteration 58Q: 3 clusters Score -423559.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -423564.562500 Penalty: 4237.259277
	Iteration 59Q: 3 clusters Score -423564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -423569.156250 Penalty: 4237.259277
	Iteration 60F: 3 clusters Score -423569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -423571.031250 Penalty: 4237.259277
	Iteration 61Q: 3 clusters Score -423571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -423574.125000 Penalty: 4237.259277
	Iteration 62Q: 3 clusters Score -423574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -423576.593750 Penalty: 4237.259277
	Iteration 63Q: 3 clusters Score -423576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -423578.156250 Penalty: 4237.259277
	Iteration 64Q: 3 clusters Score -423578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -423580.937500 Penalty: 4237.259277
	Iteration 65Q: 3 clusters Score -423580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -423582.187500 Penalty: 4237.259277
	Iteration 66Q: 3 clusters Score -423582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -423582.625000 Penalty: 4237.259277
	Iteration 67Q: 3 clusters Score -423582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -423585.750000 Penalty: 4237.259277
	Iteration 68Q: 3 clusters Score -423585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -423585.750000 Penalty: 4237.259277
	Iteration 69F: 3 clusters Score -423585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Entering Unmasked Estep 
Score: -520979.468750 Penalty: 2155.612549
	Iteration 0F: 2 clusters Score -520979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -515838.062500 Penalty: 4311.225098
	Iteration 0F: 3 clusters Score -515838.1 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -517108.000000 Penalty: 4311.225098
	Iteration 1F: 3 clusters Score -517108 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -517304.437500 Penalty: 4311.225098
	Iteration 2F: 3 clusters Score -517304.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -517458.156250 Penalty: 4311.225098
	Iteration 3Q: 3 clusters Score -517458.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -517588.125000 Penalty: 4311.225098
	Iteration 4Q: 3 clusters Score -517588.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -517704.093750 Penalty: 4311.225098
	Iteration 5Q: 3 clusters Score -517704.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -517807.125000 Penalty: 4311.225098
	Iteration 6Q: 3 clusters Score -517807.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -517887.843750 Penalty: 4311.225098
	Iteration 7Q: 3 clusters Score -517887.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -517962.343750 Penalty: 4311.225098
	Iteration 8Q: 3 clusters Score -517962.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -518031.156250 Penalty: 4311.225098
	Iteration 9Q: 3 clusters Score -518031.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -518090.875000 Penalty: 4311.225098
	Iteration 10Q: 3 clusters Score -518090.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -518147.531250 Penalty: 4311.225098
	Iteration 11Q: 3 clusters Score -518147.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -518209.937500 Penalty: 4311.225098
	Iteration 12Q: 3 clusters Score -518209.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -518265.468750 Penalty: 4311.225098
	Iteration 13Q: 3 clusters Score -518265.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -518313.000000 Penalty: 4311.225098
	Iteration 14Q: 3 clusters Score -518313 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -518353.375000 Penalty: 4311.225098
	Iteration 15Q: 3 clusters Score -518353.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -518395.625000 Penalty: 4311.225098
	Iteration 16Q: 3 clusters Score -518395.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -518439.250000 Penalty: 4311.225098
	Iteration 17Q: 3 clusters Score -518439.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -518485.406250 Penalty: 4311.225098
	Iteration 18Q: 3 clusters Score -518485.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -518537.500000 Penalty: 4311.225098
	Iteration 19Q: 3 clusters Score -518537.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -518579.125000 Penalty: 4311.225098
	Iteration 20F: 3 clusters Score -518579.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -518613.406250 Penalty: 4311.225098
	Iteration 21Q: 3 clusters Score -518613.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -518641.406250 Penalty: 4311.225098
	Iteration 22Q: 3 clusters Score -518641.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -518666.375000 Penalty: 4311.225098
	Iteration 23Q: 3 clusters Score -518666.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -518687.781250 Penalty: 4311.225098
	Iteration 24Q: 3 clusters Score -518687.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -518708.687500 Penalty: 4311.225098
	Iteration 25Q: 3 clusters Score -518708.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -518732.093750 Penalty: 4311.225098
	Iteration 26Q: 3 clusters Score -518732.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -518753.812500 Penalty: 4311.225098
	Iteration 27Q: 3 clusters Score -518753.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -518774.250000 Penalty: 4311.225098
	Iteration 28Q: 3 clusters Score -518774.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -518798.031250 Penalty: 4311.225098
	Iteration 29Q: 3 clusters Score -518798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -518816.125000 Penalty: 4311.225098
	Iteration 30Q: 3 clusters Score -518816.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -518838.875000 Penalty: 4311.225098
	Iteration 31Q: 3 clusters Score -518838.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -518860.218750 Penalty: 4311.225098
	Iteration 32Q: 3 clusters Score -518860.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -518871.250000 Penalty: 4311.225098
	Iteration 33Q: 3 clusters Score -518871.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -518883.406250 Penalty: 4311.225098
	Iteration 34Q: 3 clusters Score -518883.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -518895.218750 Penalty: 4311.225098
	Iteration 35Q: 3 clusters Score -518895.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -518904.218750 Penalty: 4311.225098
	Iteration 36Q: 3 clusters Score -518904.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -518912.031250 Penalty: 4311.225098
	Iteration 37Q: 3 clusters Score -518912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -518917.062500 Penalty: 4311.225098
	Iteration 38Q: 3 clusters Score -518917.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -518919.750000 Penalty: 4311.225098
	Iteration 39Q: 3 clusters Score -518919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -518922.875000 Penalty: 4311.225098
	Iteration 40F: 3 clusters Score -518922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -518925.906250 Penalty: 4311.225098
	Iteration 41Q: 3 clusters Score -518925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -518928.031250 Penalty: 4311.225098
	Iteration 42Q: 3 clusters Score -518928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -518930.781250 Penalty: 4311.225098
	Iteration 43Q: 3 clusters Score -518930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -518932.000000 Penalty: 4311.225098
	Iteration 44Q: 3 clusters Score -518932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -518935.625000 Penalty: 4311.225098
	Iteration 45Q: 3 clusters Score -518935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -518936.562500 Penalty: 4311.225098
	Iteration 46Q: 3 clusters Score -518936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -518937.031250 Penalty: 4311.225098
	Iteration 47Q: 3 clusters Score -518937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -518937.312500 Penalty: 4311.225098
	Iteration 48Q: 3 clusters Score -518937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -518937.812500 Penalty: 4311.225098
	Iteration 49Q: 3 clusters Score -518937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -518938.468750 Penalty: 4311.225098
	Iteration 50Q: 3 clusters Score -518938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -518939.593750 Penalty: 4311.225098
	Iteration 51Q: 3 clusters Score -518939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -518939.218750 Penalty: 4311.225098
	Iteration 52Q: 3 clusters Score -518939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -518939.218750 Penalty: 4311.225098
	Iteration 53F: 3 clusters Score -518939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Entering Unmasked Estep 
Score: -1824304.500000 Penalty: 2470.351807
	Iteration 0F: 2 clusters Score -1824304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1809465.625000 Penalty: 4940.703613
	Iteration 0F: 3 clusters Score -1809466 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1814587.375000 Penalty: 4940.703613
	Iteration 1F: 3 clusters Score -1814587 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1815029.875000 Penalty: 4940.703613
	Iteration 2F: 3 clusters Score -1815030 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1815419.250000 Penalty: 4940.703613
	Iteration 3Q: 3 clusters Score -1815419 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1815769.125000 Penalty: 4940.703613
	Iteration 4Q: 3 clusters Score -1815769 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1816078.500000 Penalty: 4940.703613
	Iteration 5Q: 3 clusters Score -1816078 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1816363.500000 Penalty: 4940.703613
	Iteration 6Q: 3 clusters Score -1816364 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1816727.000000 Penalty: 4940.703613
	Iteration 7Q: 3 clusters Score -1816727 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1817114.250000 Penalty: 4940.703613
	Iteration 8Q: 3 clusters Score -1817114 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1817531.000000 Penalty: 4940.703613
	Iteration 9Q: 3 clusters Score -1817531 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1817991.250000 Penalty: 4940.703613
	Iteration 10Q: 3 clusters Score -1817991 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1818524.750000 Penalty: 4940.703613
	Iteration 11Q: 3 clusters Score -1818525 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1819170.250000 Penalty: 4940.703613
	Iteration 12Q: 3 clusters Score -1819170 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1819873.875000 Penalty: 4940.703613
	Iteration 13Q: 3 clusters Score -1819874 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1820482.750000 Penalty: 4940.703613
	Iteration 14Q: 3 clusters Score -1820483 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1820912.000000 Penalty: 4940.703613
	Iteration 15Q: 3 clusters Score -1820912 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1821183.250000 Penalty: 4940.703613
	Iteration 16Q: 3 clusters Score -1821183 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1821337.500000 Penalty: 4940.703613
	Iteration 17Q: 3 clusters Score -1821338 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1821433.125000 Penalty: 4940.703613
	Iteration 18Q: 3 clusters Score -1821433 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1821490.750000 Penalty: 4940.703613
	Iteration 19Q: 3 clusters Score -1821491 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1821527.625000 Penalty: 4940.703613
	Iteration 20F: 3 clusters Score -1821528 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1821571.750000 Penalty: 4940.703613
	Iteration 21Q: 3 clusters Score -1821572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1821611.250000 Penalty: 4940.703613
	Iteration 22Q: 3 clusters Score -1821611 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1821638.625000 Penalty: 4940.703613
	Iteration 23Q: 3 clusters Score -1821639 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1821662.250000 Penalty: 4940.703613
	Iteration 24Q: 3 clusters Score -1821662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1821675.875000 Penalty: 4940.703613
	Iteration 25Q: 3 clusters Score -1821676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1821705.000000 Penalty: 4940.703613
	Iteration 26Q: 3 clusters Score -1821705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1821727.125000 Penalty: 4940.703613
	Iteration 27Q: 3 clusters Score -1821727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1821756.375000 Penalty: 4940.703613
	Iteration 28Q: 3 clusters Score -1821756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1821782.375000 Penalty: 4940.703613
	Iteration 29Q: 3 clusters Score -1821782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1821809.375000 Penalty: 4940.703613
	Iteration 30Q: 3 clusters Score -1821809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1821830.125000 Penalty: 4940.703613
	Iteration 31Q: 3 clusters Score -1821830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1821863.250000 Penalty: 4940.703613
	Iteration 32Q: 3 clusters Score -1821863 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1821906.375000 Penalty: 4940.703613
	Iteration 33Q: 3 clusters Score -1821906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1821960.625000 Penalty: 4940.703613
	Iteration 34Q: 3 clusters Score -1821961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1822013.125000 Penalty: 4940.703613
	Iteration 35Q: 3 clusters Score -1822013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1822074.125000 Penalty: 4940.703613
	Iteration 36Q: 3 clusters Score -1822074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1822145.875000 Penalty: 4940.703613
	Iteration 37Q: 3 clusters Score -1822146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1822187.125000 Penalty: 4940.703613
	Iteration 38Q: 3 clusters Score -1822187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1822211.375000 Penalty: 4940.703613
	Iteration 39Q: 3 clusters Score -1822211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1822229.500000 Penalty: 4940.703613
	Iteration 40F: 3 clusters Score -1822230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1822236.250000 Penalty: 4940.703613
	Iteration 41Q: 3 clusters Score -1822236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1822241.625000 Penalty: 4940.703613
	Iteration 42Q: 3 clusters Score -1822242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1822246.750000 Penalty: 4940.703613
	Iteration 43Q: 3 clusters Score -1822247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1822248.125000 Penalty: 4940.703613
	Iteration 44Q: 3 clusters Score -1822248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1822250.375000 Penalty: 4940.703613
	Iteration 45Q: 3 clusters Score -1822250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1822248.250000 Penalty: 4940.703613
	Iteration 46Q: 3 clusters Score -1822248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1822253.625000 Penalty: 4940.703613
	Iteration 47Q: 3 clusters Score -1822254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1822253.375000 Penalty: 4940.703613
	Iteration 48Q: 3 clusters Score -1822253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1822252.375000 Penalty: 4940.703613
	Iteration 49Q: 3 clusters Score -1822252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1822257.000000 Penalty: 4940.703613
	Iteration 50Q: 3 clusters Score -1822257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1822263.250000 Penalty: 4940.703613
	Iteration 51Q: 3 clusters Score -1822263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1822265.625000 Penalty: 4940.703613
	Iteration 52Q: 3 clusters Score -1822266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1822262.500000 Penalty: 4940.703613
	Iteration 53Q: 3 clusters Score -1822262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1822263.000000 Penalty: 4940.703613
	Iteration 54Q: 3 clusters Score -1822263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1822266.125000 Penalty: 4940.703613
	Iteration 55Q: 3 clusters Score -1822266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1822267.375000 Penalty: 4940.703613
	Iteration 56Q: 3 clusters Score -1822267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1822261.500000 Penalty: 4940.703613
	Iteration 57Q: 3 clusters Score -1822262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1822263.000000 Penalty: 4940.703613
	Iteration 58Q: 3 clusters Score -1822263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1822267.375000 Penalty: 4940.703613
	Iteration 59Q: 3 clusters Score -1822267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1822267.875000 Penalty: 4940.703613
	Iteration 60F: 3 clusters Score -1822268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1822265.750000 Penalty: 4940.703613
	Iteration 61Q: 3 clusters Score -1822266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1822266.250000 Penalty: 4940.703613
	Iteration 62Q: 3 clusters Score -1822266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1822266.500000 Penalty: 4940.703613
	Iteration 63Q: 3 clusters Score -1822266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1822267.625000 Penalty: 4940.703613
	Iteration 64Q: 3 clusters Score -1822268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1822267.250000 Penalty: 4940.703613
	Iteration 65Q: 3 clusters Score -1822267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1822268.875000 Penalty: 4940.703613
	Iteration 66Q: 3 clusters Score -1822269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1822268.625000 Penalty: 4940.703613
	Iteration 67Q: 3 clusters Score -1822269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1822268.625000 Penalty: 4940.703613
	Iteration 68F: 3 clusters Score -1822269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -427509.125000 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -427509.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -423078.156250 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -423078.2 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -424116.968750 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -424117 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -424285.343750 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -424285.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -424378.468750 Penalty: 4211.562988
	Iteration 3Q: 3 clusters Score -424378.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -424441.968750 Penalty: 4211.562988
	Iteration 4Q: 3 clusters Score -424442 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -424492.468750 Penalty: 4211.562988
	Iteration 5Q: 3 clusters Score -424492.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -424523.156250 Penalty: 4211.562988
	Iteration 6Q: 3 clusters Score -424523.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -424543.312500 Penalty: 4211.562988
	Iteration 7Q: 3 clusters Score -424543.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -424562.750000 Penalty: 4211.562988
	Iteration 8Q: 3 clusters Score -424562.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -424581.468750 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -424581.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -424601.093750 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -424601.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -424618.093750 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -424618.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -424641.750000 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -424641.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -424663.093750 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -424663.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -424687.875000 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -424687.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -424712.125000 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -424712.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -424735.406250 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -424735.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -424755.406250 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -424755.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -424775.281250 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -424775.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -424795.812500 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -424795.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -424814.062500 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -424814.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -424830.187500 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -424830.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -424849.375000 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -424849.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -424870.781250 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -424870.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -424898.031250 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -424898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -424930.906250 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -424930.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -424966.687500 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -424966.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -425009.062500 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -425009.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -425055.562500 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -425055.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -425107.250000 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -425107.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -425169.437500 Penalty: 4211.562988
	Iteration 30Q: 3 clusters Score -425169.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -425222.625000 Penalty: 4211.562988
	Iteration 31Q: 3 clusters Score -425222.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -425266.906250 Penalty: 4211.562988
	Iteration 32Q: 3 clusters Score -425266.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -425311.250000 Penalty: 4211.562988
	Iteration 33Q: 3 clusters Score -425311.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -425351.437500 Penalty: 4211.562988
	Iteration 34Q: 3 clusters Score -425351.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -425399.093750 Penalty: 4211.562988
	Iteration 35Q: 3 clusters Score -425399.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -425435.375000 Penalty: 4211.562988
	Iteration 36Q: 3 clusters Score -425435.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -425472.562500 Penalty: 4211.562988
	Iteration 37Q: 3 clusters Score -425472.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -425512.843750 Penalty: 4211.562988
	Iteration 38Q: 3 clusters Score -425512.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -425549.218750 Penalty: 4211.562988
	Iteration 39Q: 3 clusters Score -425549.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -425571.500000 Penalty: 4211.562988
	Iteration 40F: 3 clusters Score -425571.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -425591.343750 Penalty: 4211.562988
	Iteration 41Q: 3 clusters Score -425591.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -425606.750000 Penalty: 4211.562988
	Iteration 42Q: 3 clusters Score -425606.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -425617.312500 Penalty: 4211.562988
	Iteration 43Q: 3 clusters Score -425617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -425621.250000 Penalty: 4211.562988
	Iteration 44Q: 3 clusters Score -425621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -425630.375000 Penalty: 4211.562988
	Iteration 45Q: 3 clusters Score -425630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -425634.187500 Penalty: 4211.562988
	Iteration 46Q: 3 clusters Score -425634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -425639.406250 Penalty: 4211.562988
	Iteration 47Q: 3 clusters Score -425639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -425645.656250 Penalty: 4211.562988
	Iteration 48Q: 3 clusters Score -425645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -425647.656250 Penalty: 4211.562988
	Iteration 49Q: 3 clusters Score -425647.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -425650.531250 Penalty: 4211.562988
	Iteration 50Q: 3 clusters Score -425650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -425653.750000 Penalty: 4211.562988
	Iteration 51Q: 3 clusters Score -425653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -425659.750000 Penalty: 4211.562988
	Iteration 52Q: 3 clusters Score -425659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -425664.062500 Penalty: 4211.562988
	Iteration 53Q: 3 clusters Score -425664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -425672.593750 Penalty: 4211.562988
	Iteration 54Q: 3 clusters Score -425672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -425676.843750 Penalty: 4211.562988
	Iteration 55Q: 3 clusters Score -425676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -425683.437500 Penalty: 4211.562988
	Iteration 56Q: 3 clusters Score -425683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -425687.031250 Penalty: 4211.562988
	Iteration 57Q: 3 clusters Score -425687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -425690.437500 Penalty: 4211.562988
	Iteration 58Q: 3 clusters Score -425690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -425691.281250 Penalty: 4211.562988
	Iteration 59Q: 3 clusters Score -425691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -425694.437500 Penalty: 4211.562988
	Iteration 60F: 3 clusters Score -425694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -425697.250000 Penalty: 4211.562988
	Iteration 61Q: 3 clusters Score -425697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -425698.500000 Penalty: 4211.562988
	Iteration 62Q: 3 clusters Score -425698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -425699.656250 Penalty: 4211.562988
	Iteration 63Q: 3 clusters Score -425699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -425699.656250 Penalty: 4211.562988
	Iteration 64F: 3 clusters Score -425699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Entering Unmasked Estep 
Score: -2026006.000000 Penalty: 2495.467773
	Iteration 0F: 2 clusters Score -2026006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2009786.625000 Penalty: 4990.935547
	Iteration 0F: 3 clusters Score -2009787 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2015536.875000 Penalty: 4990.935547
	Iteration 1F: 3 clusters Score -2015537 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2016185.000000 Penalty: 4990.935547
	Iteration 2F: 3 clusters Score -2016185 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2016837.875000 Penalty: 4990.935547
	Iteration 3F: 3 clusters Score -2016838 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2017556.750000 Penalty: 4990.935547
	Iteration 4F: 3 clusters Score -2017557 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2018248.750000 Penalty: 4990.935547
	Iteration 5F: 3 clusters Score -2018249 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2018860.250000 Penalty: 4990.935547
	Iteration 6F: 3 clusters Score -2018860 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2019376.250000 Penalty: 4990.935547
	Iteration 7Q: 3 clusters Score -2019376 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2019761.625000 Penalty: 4990.935547
	Iteration 8Q: 3 clusters Score -2019762 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2020051.875000 Penalty: 4990.935547
	Iteration 9Q: 3 clusters Score -2020052 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2020226.875000 Penalty: 4990.935547
	Iteration 10Q: 3 clusters Score -2020227 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2020374.250000 Penalty: 4990.935547
	Iteration 11Q: 3 clusters Score -2020374 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2020475.125000 Penalty: 4990.935547
	Iteration 12Q: 3 clusters Score -2020475 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2020571.125000 Penalty: 4990.935547
	Iteration 13Q: 3 clusters Score -2020571 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2020649.000000 Penalty: 4990.935547
	Iteration 14Q: 3 clusters Score -2020649 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2020711.500000 Penalty: 4990.935547
	Iteration 15Q: 3 clusters Score -2020712 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2020768.375000 Penalty: 4990.935547
	Iteration 16Q: 3 clusters Score -2020768 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2020826.125000 Penalty: 4990.935547
	Iteration 17Q: 3 clusters Score -2020826 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2020876.875000 Penalty: 4990.935547
	Iteration 18Q: 3 clusters Score -2020877 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2020940.750000 Penalty: 4990.935547
	Iteration 19Q: 3 clusters Score -2020941 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2021017.875000 Penalty: 4990.935547
	Iteration 20F: 3 clusters Score -2021018 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2021113.250000 Penalty: 4990.935547
	Iteration 21Q: 3 clusters Score -2021113 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2021234.375000 Penalty: 4990.935547
	Iteration 22Q: 3 clusters Score -2021234 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2021365.000000 Penalty: 4990.935547
	Iteration 23Q: 3 clusters Score -2021365 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2021536.375000 Penalty: 4990.935547
	Iteration 24Q: 3 clusters Score -2021536 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2021742.250000 Penalty: 4990.935547
	Iteration 25Q: 3 clusters Score -2021742 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2021976.625000 Penalty: 4990.935547
	Iteration 26Q: 3 clusters Score -2021977 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2022205.375000 Penalty: 4990.935547
	Iteration 27Q: 3 clusters Score -2022205 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2022424.500000 Penalty: 4990.935547
	Iteration 28Q: 3 clusters Score -2022424 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2022639.875000 Penalty: 4990.935547
	Iteration 29Q: 3 clusters Score -2022640 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2022855.750000 Penalty: 4990.935547
	Iteration 30Q: 3 clusters Score -2022856 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2023022.750000 Penalty: 4990.935547
	Iteration 31Q: 3 clusters Score -2023023 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2023151.000000 Penalty: 4990.935547
	Iteration 32Q: 3 clusters Score -2023151 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2023239.250000 Penalty: 4990.935547
	Iteration 33Q: 3 clusters Score -2023239 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2023317.875000 Penalty: 4990.935547
	Iteration 34Q: 3 clusters Score -2023318 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2023381.250000 Penalty: 4990.935547
	Iteration 35Q: 3 clusters Score -2023381 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2023436.375000 Penalty: 4990.935547
	Iteration 36Q: 3 clusters Score -2023436 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2023498.125000 Penalty: 4990.935547
	Iteration 37Q: 3 clusters Score -2023498 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2023555.750000 Penalty: 4990.935547
	Iteration 38Q: 3 clusters Score -2023556 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2023600.750000 Penalty: 4990.935547
	Iteration 39Q: 3 clusters Score -2023601 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2023661.625000 Penalty: 4990.935547
	Iteration 40F: 3 clusters Score -2023662 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2023718.500000 Penalty: 4990.935547
	Iteration 41Q: 3 clusters Score -2023718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2023759.625000 Penalty: 4990.935547
	Iteration 42Q: 3 clusters Score -2023760 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2023817.000000 Penalty: 4990.935547
	Iteration 43Q: 3 clusters Score -2023817 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2023859.875000 Penalty: 4990.935547
	Iteration 44Q: 3 clusters Score -2023860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2023890.875000 Penalty: 4990.935547
	Iteration 45Q: 3 clusters Score -2023891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2023914.000000 Penalty: 4990.935547
	Iteration 46Q: 3 clusters Score -2023914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2023936.875000 Penalty: 4990.935547
	Iteration 47Q: 3 clusters Score -2023937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2023957.750000 Penalty: 4990.935547
	Iteration 48Q: 3 clusters Score -2023958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2023974.750000 Penalty: 4990.935547
	Iteration 49Q: 3 clusters Score -2023975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2023989.625000 Penalty: 4990.935547
	Iteration 50Q: 3 clusters Score -2023990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2024000.125000 Penalty: 4990.935547
	Iteration 51Q: 3 clusters Score -2024000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2024005.250000 Penalty: 4990.935547
	Iteration 52Q: 3 clusters Score -2024005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2024012.000000 Penalty: 4990.935547
	Iteration 53Q: 3 clusters Score -2024012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2024020.875000 Penalty: 4990.935547
	Iteration 54Q: 3 clusters Score -2024021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2024024.375000 Penalty: 4990.935547
	Iteration 55Q: 3 clusters Score -2024024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2024026.125000 Penalty: 4990.935547
	Iteration 56Q: 3 clusters Score -2024026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2024026.500000 Penalty: 4990.935547
	Iteration 57Q: 3 clusters Score -2024026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2024026.875000 Penalty: 4990.935547
	Iteration 58Q: 3 clusters Score -2024027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2024026.250000 Penalty: 4990.935547
	Iteration 59Q: 3 clusters Score -2024026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2024029.625000 Penalty: 4990.935547
	Iteration 60F: 3 clusters Score -2024030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2024033.000000 Penalty: 4990.935547
	Iteration 61Q: 3 clusters Score -2024033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2024034.125000 Penalty: 4990.935547
	Iteration 62Q: 3 clusters Score -2024034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2024035.625000 Penalty: 4990.935547
	Iteration 63Q: 3 clusters Score -2024036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2024038.250000 Penalty: 4990.935547
	Iteration 64Q: 3 clusters Score -2024038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2024036.625000 Penalty: 4990.935547
	Iteration 65Q: 3 clusters Score -2024037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2024040.250000 Penalty: 4990.935547
	Iteration 66Q: 3 clusters Score -2024040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2024046.000000 Penalty: 4990.935547
	Iteration 67Q: 3 clusters Score -2024046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2024050.750000 Penalty: 4990.935547
	Iteration 68Q: 3 clusters Score -2024051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2024052.750000 Penalty: 4990.935547
	Iteration 69Q: 3 clusters Score -2024053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2024055.875000 Penalty: 4990.935547
	Iteration 70Q: 3 clusters Score -2024056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2024057.500000 Penalty: 4990.935547
	Iteration 71Q: 3 clusters Score -2024058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2024060.750000 Penalty: 4990.935547
	Iteration 72Q: 3 clusters Score -2024061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2024066.500000 Penalty: 4990.935547
	Iteration 73Q: 3 clusters Score -2024066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2024073.500000 Penalty: 4990.935547
	Iteration 74Q: 3 clusters Score -2024074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2024074.500000 Penalty: 4990.935547
	Iteration 75Q: 3 clusters Score -2024074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2024077.875000 Penalty: 4990.935547
	Iteration 76Q: 3 clusters Score -2024078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2024082.125000 Penalty: 4990.935547
	Iteration 77Q: 3 clusters Score -2024082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2024084.625000 Penalty: 4990.935547
	Iteration 78Q: 3 clusters Score -2024085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2024091.000000 Penalty: 4990.935547
	Iteration 79Q: 3 clusters Score -2024091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2024094.000000 Penalty: 4990.935547
	Iteration 80F: 3 clusters Score -2024094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2024098.750000 Penalty: 4990.935547
	Iteration 81Q: 3 clusters Score -2024099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2024100.875000 Penalty: 4990.935547
	Iteration 82Q: 3 clusters Score -2024101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2024100.500000 Penalty: 4990.935547
	Iteration 83Q: 3 clusters Score -2024100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2024101.250000 Penalty: 4990.935547
	Iteration 84Q: 3 clusters Score -2024101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2024101.375000 Penalty: 4990.935547
	Iteration 85Q: 3 clusters Score -2024101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2024101.250000 Penalty: 4990.935547
	Iteration 86Q: 3 clusters Score -2024101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2024099.250000 Penalty: 4990.935547
	Iteration 87Q: 3 clusters Score -2024099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2024101.750000 Penalty: 4990.935547
	Iteration 88Q: 3 clusters Score -2024102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2024101.125000 Penalty: 4990.935547
	Iteration 89Q: 3 clusters Score -2024101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2024101.375000 Penalty: 4990.935547
	Iteration 90Q: 3 clusters Score -2024101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2024102.875000 Penalty: 4990.935547
	Iteration 91Q: 3 clusters Score -2024103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2024104.500000 Penalty: 4990.935547
	Iteration 92Q: 3 clusters Score -2024104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2024103.750000 Penalty: 4990.935547
	Iteration 93Q: 3 clusters Score -2024104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2024103.750000 Penalty: 4990.935547
	Iteration 94F: 3 clusters Score -2024104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -673151.187500 Penalty: 2196.910645
	Iteration 0F: 2 clusters Score -673151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -667320.062500 Penalty: 4393.821289
	Iteration 0F: 3 clusters Score -667320.1 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -668876.750000 Penalty: 4393.821289
	Iteration 1F: 3 clusters Score -668876.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -669123.125000 Penalty: 4393.821289
	Iteration 2F: 3 clusters Score -669123.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -669283.000000 Penalty: 4393.821289
	Iteration 3Q: 3 clusters Score -669283 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -669401.250000 Penalty: 4393.821289
	Iteration 4Q: 3 clusters Score -669401.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -669492.625000 Penalty: 4393.821289
	Iteration 5Q: 3 clusters Score -669492.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -669589.500000 Penalty: 4393.821289
	Iteration 6Q: 3 clusters Score -669589.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -669678.375000 Penalty: 4393.821289
	Iteration 7Q: 3 clusters Score -669678.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -669755.437500 Penalty: 4393.821289
	Iteration 8Q: 3 clusters Score -669755.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -669833.000000 Penalty: 4393.821289
	Iteration 9Q: 3 clusters Score -669833 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -669915.375000 Penalty: 4393.821289
	Iteration 10Q: 3 clusters Score -669915.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -669999.437500 Penalty: 4393.821289
	Iteration 11Q: 3 clusters Score -669999.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -670070.437500 Penalty: 4393.821289
	Iteration 12Q: 3 clusters Score -670070.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -670135.687500 Penalty: 4393.821289
	Iteration 13Q: 3 clusters Score -670135.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -670201.375000 Penalty: 4393.821289
	Iteration 14Q: 3 clusters Score -670201.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -670277.562500 Penalty: 4393.821289
	Iteration 15Q: 3 clusters Score -670277.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -670362.750000 Penalty: 4393.821289
	Iteration 16Q: 3 clusters Score -670362.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -670441.312500 Penalty: 4393.821289
	Iteration 17Q: 3 clusters Score -670441.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -670514.812500 Penalty: 4393.821289
	Iteration 18Q: 3 clusters Score -670514.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -670586.625000 Penalty: 4393.821289
	Iteration 19Q: 3 clusters Score -670586.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -670655.562500 Penalty: 4393.821289
	Iteration 20F: 3 clusters Score -670655.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -670713.250000 Penalty: 4393.821289
	Iteration 21Q: 3 clusters Score -670713.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -670762.187500 Penalty: 4393.821289
	Iteration 22Q: 3 clusters Score -670762.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -670816.250000 Penalty: 4393.821289
	Iteration 23Q: 3 clusters Score -670816.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -670864.125000 Penalty: 4393.821289
	Iteration 24Q: 3 clusters Score -670864.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -670916.500000 Penalty: 4393.821289
	Iteration 25Q: 3 clusters Score -670916.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -670963.437500 Penalty: 4393.821289
	Iteration 26Q: 3 clusters Score -670963.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -670997.562500 Penalty: 4393.821289
	Iteration 27Q: 3 clusters Score -670997.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -671022.750000 Penalty: 4393.821289
	Iteration 28Q: 3 clusters Score -671022.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -671052.750000 Penalty: 4393.821289
	Iteration 29Q: 3 clusters Score -671052.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -671087.125000 Penalty: 4393.821289
	Iteration 30Q: 3 clusters Score -671087.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -671114.812500 Penalty: 4393.821289
	Iteration 31Q: 3 clusters Score -671114.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -671141.687500 Penalty: 4393.821289
	Iteration 32Q: 3 clusters Score -671141.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -671161.125000 Penalty: 4393.821289
	Iteration 33Q: 3 clusters Score -671161.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -671177.312500 Penalty: 4393.821289
	Iteration 34Q: 3 clusters Score -671177.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -671193.187500 Penalty: 4393.821289
	Iteration 35Q: 3 clusters Score -671193.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -671206.062500 Penalty: 4393.821289
	Iteration 36Q: 3 clusters Score -671206.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -671220.687500 Penalty: 4393.821289
	Iteration 37Q: 3 clusters Score -671220.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -671229.312500 Penalty: 4393.821289
	Iteration 38Q: 3 clusters Score -671229.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -671243.875000 Penalty: 4393.821289
	Iteration 39Q: 3 clusters Score -671243.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -671253.125000 Penalty: 4393.821289
	Iteration 40F: 3 clusters Score -671253.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -671261.437500 Penalty: 4393.821289
	Iteration 41Q: 3 clusters Score -671261.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -671272.000000 Penalty: 4393.821289
	Iteration 42Q: 3 clusters Score -671272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -671278.500000 Penalty: 4393.821289
	Iteration 43Q: 3 clusters Score -671278.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -671285.125000 Penalty: 4393.821289
	Iteration 44Q: 3 clusters Score -671285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -671291.062500 Penalty: 4393.821289
	Iteration 45Q: 3 clusters Score -671291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -671297.750000 Penalty: 4393.821289
	Iteration 46Q: 3 clusters Score -671297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -671302.000000 Penalty: 4393.821289
	Iteration 47Q: 3 clusters Score -671302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -671304.125000 Penalty: 4393.821289
	Iteration 48Q: 3 clusters Score -671304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -671306.562500 Penalty: 4393.821289
	Iteration 49Q: 3 clusters Score -671306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -671309.812500 Penalty: 4393.821289
	Iteration 50Q: 3 clusters Score -671309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -671315.750000 Penalty: 4393.821289
	Iteration 51Q: 3 clusters Score -671315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -671316.937500 Penalty: 4393.821289
	Iteration 52Q: 3 clusters Score -671316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -671319.375000 Penalty: 4393.821289
	Iteration 53Q: 3 clusters Score -671319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -671323.000000 Penalty: 4393.821289
	Iteration 54Q: 3 clusters Score -671323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -671324.937500 Penalty: 4393.821289
	Iteration 55Q: 3 clusters Score -671324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -671326.000000 Penalty: 4393.821289
	Iteration 56Q: 3 clusters Score -671326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -671329.000000 Penalty: 4393.821289
	Iteration 57Q: 3 clusters Score -671329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -671331.937500 Penalty: 4393.821289
	Iteration 58Q: 3 clusters Score -671331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -671335.125000 Penalty: 4393.821289
	Iteration 59Q: 3 clusters Score -671335.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -671335.500000 Penalty: 4393.821289
	Iteration 60F: 3 clusters Score -671335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -671336.750000 Penalty: 4393.821289
	Iteration 61Q: 3 clusters Score -671336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -671336.750000 Penalty: 4393.821289
	Iteration 62F: 3 clusters Score -671336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -348330.093750 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -348330.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -344381.375000 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -344381.4 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -345230.406250 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -345230.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -345425.031250 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -345425 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -345566.312500 Penalty: 4127.425293
	Iteration 3F: 3 clusters Score -345566.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -345644.968750 Penalty: 4127.425293
	Iteration 4Q: 3 clusters Score -345645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -345686.750000 Penalty: 4127.425293
	Iteration 5Q: 3 clusters Score -345686.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -345718.312500 Penalty: 4127.425293
	Iteration 6Q: 3 clusters Score -345718.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -345741.906250 Penalty: 4127.425293
	Iteration 7Q: 3 clusters Score -345741.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -345763.718750 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -345763.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -345781.718750 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -345781.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -345805.500000 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -345805.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -345827.687500 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -345827.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -345840.906250 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -345840.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -345848.062500 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -345848.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -345855.187500 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -345855.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -345860.375000 Penalty: 4127.425293
	Iteration 15Q: 3 clusters Score -345860.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -345866.250000 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -345866.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -345870.375000 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -345870.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -345874.968750 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -345875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -345879.781250 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -345879.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -345884.281250 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -345884.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -345892.031250 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -345892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -345897.281250 Penalty: 4127.425293
	Iteration 22Q: 3 clusters Score -345897.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -345903.062500 Penalty: 4127.425293
	Iteration 23Q: 3 clusters Score -345903.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -345906.687500 Penalty: 4127.425293
	Iteration 24Q: 3 clusters Score -345906.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -345911.125000 Penalty: 4127.425293
	Iteration 25Q: 3 clusters Score -345911.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -345914.093750 Penalty: 4127.425293
	Iteration 26Q: 3 clusters Score -345914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -345914.468750 Penalty: 4127.425293
	Iteration 27Q: 3 clusters Score -345914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -345914.062500 Penalty: 4127.425293
	Iteration 28Q: 3 clusters Score -345914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -345914.062500 Penalty: 4127.425293
	Iteration 29F: 3 clusters Score -345914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Entering Unmasked Estep 
Score: -899583.687500 Penalty: 2290.166992
	Iteration 0F: 2 clusters Score -899583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -891797.812500 Penalty: 4580.333984
	Iteration 0F: 3 clusters Score -891797.8 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -893998.937500 Penalty: 4580.333984
	Iteration 1F: 3 clusters Score -893998.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -894267.937500 Penalty: 4580.333984
	Iteration 2F: 3 clusters Score -894267.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -894477.812500 Penalty: 4580.333984
	Iteration 3Q: 3 clusters Score -894477.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -894650.375000 Penalty: 4580.333984
	Iteration 4Q: 3 clusters Score -894650.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -894817.687500 Penalty: 4580.333984
	Iteration 5Q: 3 clusters Score -894817.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -894972.125000 Penalty: 4580.333984
	Iteration 6Q: 3 clusters Score -894972.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -895140.000000 Penalty: 4580.333984
	Iteration 7Q: 3 clusters Score -895140 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -895337.750000 Penalty: 4580.333984
	Iteration 8Q: 3 clusters Score -895337.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -895549.937500 Penalty: 4580.333984
	Iteration 9Q: 3 clusters Score -895549.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -895777.750000 Penalty: 4580.333984
	Iteration 10Q: 3 clusters Score -895777.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -896023.312500 Penalty: 4580.333984
	Iteration 11Q: 3 clusters Score -896023.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -896244.000000 Penalty: 4580.333984
	Iteration 12Q: 3 clusters Score -896244 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -896463.250000 Penalty: 4580.333984
	Iteration 13Q: 3 clusters Score -896463.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -896678.062500 Penalty: 4580.333984
	Iteration 14Q: 3 clusters Score -896678.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -896893.187500 Penalty: 4580.333984
	Iteration 15Q: 3 clusters Score -896893.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -897047.937500 Penalty: 4580.333984
	Iteration 16Q: 3 clusters Score -897047.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -897173.125000 Penalty: 4580.333984
	Iteration 17Q: 3 clusters Score -897173.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -897253.187500 Penalty: 4580.333984
	Iteration 18Q: 3 clusters Score -897253.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -897321.500000 Penalty: 4580.333984
	Iteration 19Q: 3 clusters Score -897321.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -897381.750000 Penalty: 4580.333984
	Iteration 20F: 3 clusters Score -897381.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -897428.500000 Penalty: 4580.333984
	Iteration 21Q: 3 clusters Score -897428.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -897469.125000 Penalty: 4580.333984
	Iteration 22Q: 3 clusters Score -897469.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -897495.312500 Penalty: 4580.333984
	Iteration 23Q: 3 clusters Score -897495.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -897519.937500 Penalty: 4580.333984
	Iteration 24Q: 3 clusters Score -897519.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -897551.875000 Penalty: 4580.333984
	Iteration 25Q: 3 clusters Score -897551.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -897578.437500 Penalty: 4580.333984
	Iteration 26Q: 3 clusters Score -897578.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -897599.437500 Penalty: 4580.333984
	Iteration 27Q: 3 clusters Score -897599.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -897621.125000 Penalty: 4580.333984
	Iteration 28Q: 3 clusters Score -897621.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -897640.750000 Penalty: 4580.333984
	Iteration 29Q: 3 clusters Score -897640.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -897653.375000 Penalty: 4580.333984
	Iteration 30Q: 3 clusters Score -897653.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -897669.250000 Penalty: 4580.333984
	Iteration 31Q: 3 clusters Score -897669.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -897686.312500 Penalty: 4580.333984
	Iteration 32Q: 3 clusters Score -897686.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -897703.312500 Penalty: 4580.333984
	Iteration 33Q: 3 clusters Score -897703.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -897713.000000 Penalty: 4580.333984
	Iteration 34Q: 3 clusters Score -897713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -897722.375000 Penalty: 4580.333984
	Iteration 35Q: 3 clusters Score -897722.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -897728.000000 Penalty: 4580.333984
	Iteration 36Q: 3 clusters Score -897728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -897732.125000 Penalty: 4580.333984
	Iteration 37Q: 3 clusters Score -897732.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -897738.437500 Penalty: 4580.333984
	Iteration 38Q: 3 clusters Score -897738.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -897741.500000 Penalty: 4580.333984
	Iteration 39Q: 3 clusters Score -897741.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -897748.687500 Penalty: 4580.333984
	Iteration 40F: 3 clusters Score -897748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -897753.812500 Penalty: 4580.333984
	Iteration 41Q: 3 clusters Score -897753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -897756.312500 Penalty: 4580.333984
	Iteration 42Q: 3 clusters Score -897756.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -897759.937500 Penalty: 4580.333984
	Iteration 43Q: 3 clusters Score -897759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -897759.875000 Penalty: 4580.333984
	Iteration 44Q: 3 clusters Score -897759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -897760.625000 Penalty: 4580.333984
	Iteration 45Q: 3 clusters Score -897760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -897765.125000 Penalty: 4580.333984
	Iteration 46Q: 3 clusters Score -897765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -897767.437500 Penalty: 4580.333984
	Iteration 47Q: 3 clusters Score -897767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -897767.625000 Penalty: 4580.333984
	Iteration 48Q: 3 clusters Score -897767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -897769.937500 Penalty: 4580.333984
	Iteration 49Q: 3 clusters Score -897769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -897769.000000 Penalty: 4580.333984
	Iteration 50Q: 3 clusters Score -897769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -897769.000000 Penalty: 4580.333984
	Iteration 51F: 3 clusters Score -897769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Entering Unmasked Estep 
Score: -772712.812500 Penalty: 2253.446045
	Iteration 0F: 2 clusters Score -772712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -765817.812500 Penalty: 4506.892090
	Iteration 0F: 3 clusters Score -765817.8 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -767800.187500 Penalty: 4506.892090
	Iteration 1F: 3 clusters Score -767800.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -768205.750000 Penalty: 4506.892090
	Iteration 2F: 3 clusters Score -768205.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -768644.875000 Penalty: 4506.892090
	Iteration 3F: 3 clusters Score -768644.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -769073.937500 Penalty: 4506.892090
	Iteration 4F: 3 clusters Score -769073.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -769450.812500 Penalty: 4506.892090
	Iteration 5F: 3 clusters Score -769450.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -769780.687500 Penalty: 4506.892090
	Iteration 6F: 3 clusters Score -769780.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -770009.562500 Penalty: 4506.892090
	Iteration 7Q: 3 clusters Score -770009.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -770176.375000 Penalty: 4506.892090
	Iteration 8Q: 3 clusters Score -770176.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -770294.937500 Penalty: 4506.892090
	Iteration 9Q: 3 clusters Score -770294.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -770376.062500 Penalty: 4506.892090
	Iteration 10Q: 3 clusters Score -770376.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -770444.875000 Penalty: 4506.892090
	Iteration 11Q: 3 clusters Score -770444.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -770503.250000 Penalty: 4506.892090
	Iteration 12Q: 3 clusters Score -770503.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -770546.437500 Penalty: 4506.892090
	Iteration 13Q: 3 clusters Score -770546.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -770579.375000 Penalty: 4506.892090
	Iteration 14Q: 3 clusters Score -770579.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -770603.125000 Penalty: 4506.892090
	Iteration 15Q: 3 clusters Score -770603.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -770630.687500 Penalty: 4506.892090
	Iteration 16Q: 3 clusters Score -770630.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -770660.562500 Penalty: 4506.892090
	Iteration 17Q: 3 clusters Score -770660.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -770692.187500 Penalty: 4506.892090
	Iteration 18Q: 3 clusters Score -770692.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -770720.875000 Penalty: 4506.892090
	Iteration 19Q: 3 clusters Score -770720.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -770749.125000 Penalty: 4506.892090
	Iteration 20F: 3 clusters Score -770749.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -770773.750000 Penalty: 4506.892090
	Iteration 21Q: 3 clusters Score -770773.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -770790.687500 Penalty: 4506.892090
	Iteration 22Q: 3 clusters Score -770790.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -770806.812500 Penalty: 4506.892090
	Iteration 23Q: 3 clusters Score -770806.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -770820.375000 Penalty: 4506.892090
	Iteration 24Q: 3 clusters Score -770820.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -770835.000000 Penalty: 4506.892090
	Iteration 25Q: 3 clusters Score -770835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -770841.250000 Penalty: 4506.892090
	Iteration 26Q: 3 clusters Score -770841.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -770845.375000 Penalty: 4506.892090
	Iteration 27Q: 3 clusters Score -770845.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -770849.875000 Penalty: 4506.892090
	Iteration 28Q: 3 clusters Score -770849.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -770848.937500 Penalty: 4506.892090
	Iteration 29Q: 3 clusters Score -770848.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -770855.375000 Penalty: 4506.892090
	Iteration 30Q: 3 clusters Score -770855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -770858.375000 Penalty: 4506.892090
	Iteration 31Q: 3 clusters Score -770858.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -770861.375000 Penalty: 4506.892090
	Iteration 32Q: 3 clusters Score -770861.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -770861.875000 Penalty: 4506.892090
	Iteration 33Q: 3 clusters Score -770861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -770861.875000 Penalty: 4506.892090
	Iteration 34F: 3 clusters Score -770861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -593013.562500 Penalty: 2186.506104
	Iteration 0F: 2 clusters Score -593013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -587415.250000 Penalty: 4373.012207
	Iteration 0F: 3 clusters Score -587415.2 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -588831.000000 Penalty: 4373.012207
	Iteration 1F: 3 clusters Score -588831 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -589075.062500 Penalty: 4373.012207
	Iteration 2F: 3 clusters Score -589075.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -589235.562500 Penalty: 4373.012207
	Iteration 3Q: 3 clusters Score -589235.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -589349.812500 Penalty: 4373.012207
	Iteration 4Q: 3 clusters Score -589349.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -589438.750000 Penalty: 4373.012207
	Iteration 5Q: 3 clusters Score -589438.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -589517.750000 Penalty: 4373.012207
	Iteration 6Q: 3 clusters Score -589517.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -589590.375000 Penalty: 4373.012207
	Iteration 7Q: 3 clusters Score -589590.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -589668.125000 Penalty: 4373.012207
	Iteration 8Q: 3 clusters Score -589668.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -589745.437500 Penalty: 4373.012207
	Iteration 9Q: 3 clusters Score -589745.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -589811.687500 Penalty: 4373.012207
	Iteration 10Q: 3 clusters Score -589811.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -589871.687500 Penalty: 4373.012207
	Iteration 11Q: 3 clusters Score -589871.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -589930.125000 Penalty: 4373.012207
	Iteration 12Q: 3 clusters Score -589930.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -589977.687500 Penalty: 4373.012207
	Iteration 13Q: 3 clusters Score -589977.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -590027.937500 Penalty: 4373.012207
	Iteration 14Q: 3 clusters Score -590027.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -590084.187500 Penalty: 4373.012207
	Iteration 15Q: 3 clusters Score -590084.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -590137.312500 Penalty: 4373.012207
	Iteration 16Q: 3 clusters Score -590137.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -590185.000000 Penalty: 4373.012207
	Iteration 17Q: 3 clusters Score -590185 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -590230.000000 Penalty: 4373.012207
	Iteration 18Q: 3 clusters Score -590230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -590278.437500 Penalty: 4373.012207
	Iteration 19Q: 3 clusters Score -590278.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -590327.500000 Penalty: 4373.012207
	Iteration 20F: 3 clusters Score -590327.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -590379.750000 Penalty: 4373.012207
	Iteration 21Q: 3 clusters Score -590379.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -590432.187500 Penalty: 4373.012207
	Iteration 22Q: 3 clusters Score -590432.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -590484.125000 Penalty: 4373.012207
	Iteration 23Q: 3 clusters Score -590484.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -590532.562500 Penalty: 4373.012207
	Iteration 24Q: 3 clusters Score -590532.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -590583.062500 Penalty: 4373.012207
	Iteration 25Q: 3 clusters Score -590583.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -590628.187500 Penalty: 4373.012207
	Iteration 26Q: 3 clusters Score -590628.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -590678.125000 Penalty: 4373.012207
	Iteration 27Q: 3 clusters Score -590678.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -590725.687500 Penalty: 4373.012207
	Iteration 28Q: 3 clusters Score -590725.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -590760.000000 Penalty: 4373.012207
	Iteration 29Q: 3 clusters Score -590760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -590797.750000 Penalty: 4373.012207
	Iteration 30Q: 3 clusters Score -590797.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -590832.812500 Penalty: 4373.012207
	Iteration 31Q: 3 clusters Score -590832.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -590871.250000 Penalty: 4373.012207
	Iteration 32Q: 3 clusters Score -590871.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -590910.750000 Penalty: 4373.012207
	Iteration 33Q: 3 clusters Score -590910.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -590943.500000 Penalty: 4373.012207
	Iteration 34Q: 3 clusters Score -590943.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -590967.312500 Penalty: 4373.012207
	Iteration 35Q: 3 clusters Score -590967.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -590985.187500 Penalty: 4373.012207
	Iteration 36Q: 3 clusters Score -590985.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -591010.500000 Penalty: 4373.012207
	Iteration 37Q: 3 clusters Score -591010.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -591028.812500 Penalty: 4373.012207
	Iteration 38Q: 3 clusters Score -591028.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -591047.437500 Penalty: 4373.012207
	Iteration 39Q: 3 clusters Score -591047.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -591063.000000 Penalty: 4373.012207
	Iteration 40F: 3 clusters Score -591063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -591076.437500 Penalty: 4373.012207
	Iteration 41Q: 3 clusters Score -591076.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -591084.875000 Penalty: 4373.012207
	Iteration 42Q: 3 clusters Score -591084.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -591089.937500 Penalty: 4373.012207
	Iteration 43Q: 3 clusters Score -591089.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -591097.625000 Penalty: 4373.012207
	Iteration 44Q: 3 clusters Score -591097.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -591104.125000 Penalty: 4373.012207
	Iteration 45Q: 3 clusters Score -591104.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -591110.250000 Penalty: 4373.012207
	Iteration 46Q: 3 clusters Score -591110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -591112.812500 Penalty: 4373.012207
	Iteration 47Q: 3 clusters Score -591112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -591112.812500 Penalty: 4373.012207
	Iteration 48F: 3 clusters Score -591112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4322 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16859 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7452 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29404 members 
Mstep: Class 9 contains 14895 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 3285 members 
Mstep: Class 12 contains 12576 members 
Mstep: Class 13 contains 7657 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37438 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13592 members 
Mstep: Class 20 contains 106916 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4349 members 
Mstep: Class 24 contains 10903 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5130 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21186 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199360.000000 Penalty: 113275.335938
Iteration 199Q: 36 clusters Score -3.819936e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7452 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29409 members 
Mstep: Class 9 contains 14897 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12580 members 
Mstep: Class 13 contains 7645 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37432 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13592 members 
Mstep: Class 20 contains 106913 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4351 members 
Mstep: Class 24 contains 10903 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5130 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21196 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199412.000000 Penalty: 113275.335938
Iteration 200F: 36 clusters Score -3.819941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7452 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29412 members 
Mstep: Class 9 contains 14899 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 3285 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 7638 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37426 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13592 members 
Mstep: Class 20 contains 106909 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4351 members 
Mstep: Class 24 contains 10906 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21203 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199440.000000 Penalty: 113275.335938
Iteration 201Q: 36 clusters Score -3.819944e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29420 members 
Mstep: Class 9 contains 14901 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 7631 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37423 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13592 members 
Mstep: Class 20 contains 106905 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 10908 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21209 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199384.000000 Penalty: 113275.335938
Iteration 202Q: 36 clusters Score -3.819938e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29425 members 
Mstep: Class 9 contains 14903 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 12581 members 
Mstep: Class 13 contains 7628 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37418 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13593 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4352 members 
Mstep: Class 24 contains 10909 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5128 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21216 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199368.000000 Penalty: 113275.335938
Iteration 203Q: 36 clusters Score -3.819937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29430 members 
Mstep: Class 9 contains 14904 members 
Mstep: Class 10 contains 9536 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 12584 members 
Mstep: Class 13 contains 7626 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37414 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13593 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 10912 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21221 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199336.000000 Penalty: 113275.335938
Iteration 204Q: 36 clusters Score -3.819934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4312 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29436 members 
Mstep: Class 9 contains 14904 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 12583 members 
Mstep: Class 13 contains 7626 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37414 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13593 members 
Mstep: Class 20 contains 106899 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 10914 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21224 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199320.000000 Penalty: 113275.335938
Iteration 205Q: 36 clusters Score -3.819932e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29443 members 
Mstep: Class 9 contains 14905 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 7623 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37401 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13595 members 
Mstep: Class 20 contains 106899 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 10917 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5112 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21227 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199340.000000 Penalty: 113275.335938
Iteration 206Q: 36 clusters Score -3.819934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16858 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29448 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 7619 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37397 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13597 members 
Mstep: Class 20 contains 106895 members 
Mstep: Class 21 contains 5332 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 10919 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5112 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21229 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199300.000000 Penalty: 113275.335938
Iteration 207Q: 36 clusters Score -3.81993e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29457 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 12584 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37392 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13599 members 
Mstep: Class 20 contains 106897 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 10920 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5106 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21231 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199288.000000 Penalty: 113275.335938
Iteration 208Q: 36 clusters Score -3.819929e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29461 members 
Mstep: Class 9 contains 14905 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 12 contains 12583 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37385 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13600 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 10922 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21235 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199324.000000 Penalty: 113275.335938
Iteration 209Q: 36 clusters Score -3.819932e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29465 members 
Mstep: Class 9 contains 14905 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3290 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 13 contains 7608 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37380 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13600 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 10924 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21237 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199312.000000 Penalty: 113275.335938
Iteration 210Q: 36 clusters Score -3.819931e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29463 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3291 members 
Mstep: Class 12 contains 12586 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 37379 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13600 members 
Mstep: Class 20 contains 106899 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 10929 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21239 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199284.000000 Penalty: 113275.335938
Iteration 211Q: 36 clusters Score -3.819928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16856 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29465 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3290 members 
Mstep: Class 12 contains 12589 members 
Mstep: Class 13 contains 7603 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37376 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13599 members 
Mstep: Class 20 contains 106900 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21242 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199252.000000 Penalty: 113275.335938
Iteration 212Q: 36 clusters Score -3.819925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16855 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29466 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3290 members 
Mstep: Class 12 contains 12590 members 
Mstep: Class 13 contains 7599 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37372 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13599 members 
Mstep: Class 20 contains 106900 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21246 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7034 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199260.000000 Penalty: 113275.335938
Iteration 213Q: 36 clusters Score -3.819926e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29470 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 12 contains 12592 members 
Mstep: Class 13 contains 7592 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37365 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13602 members 
Mstep: Class 20 contains 106904 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4359 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21247 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7035 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199264.000000 Penalty: 113275.335938
Iteration 214Q: 36 clusters Score -3.819926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16851 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29472 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 9541 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 12 contains 12594 members 
Mstep: Class 13 contains 7588 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37361 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13601 members 
Mstep: Class 20 contains 106903 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4361 members 
Mstep: Class 24 contains 10931 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21249 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7037 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199312.000000 Penalty: 113275.335938
Iteration 215Q: 36 clusters Score -3.819931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16849 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29465 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 12 contains 12596 members 
Mstep: Class 13 contains 7585 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37360 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13604 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4361 members 
Mstep: Class 24 contains 10934 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21251 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7040 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199328.000000 Penalty: 113275.335938
Iteration 216Q: 36 clusters Score -3.819933e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16846 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29462 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 12 contains 12599 members 
Mstep: Class 13 contains 7581 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37360 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13606 members 
Mstep: Class 20 contains 106899 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 10935 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21252 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7041 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199264.000000 Penalty: 113275.335938
Iteration 217Q: 36 clusters Score -3.819926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29462 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 12599 members 
Mstep: Class 13 contains 7579 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37360 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13608 members 
Mstep: Class 20 contains 106898 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21252 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7040 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199268.000000 Penalty: 113275.335938
Iteration 218Q: 36 clusters Score -3.819927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29461 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 12599 members 
Mstep: Class 13 contains 7575 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37360 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13609 members 
Mstep: Class 20 contains 106899 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 10939 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21252 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7040 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199268.000000 Penalty: 113275.335938
Iteration 219Q: 36 clusters Score -3.819927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29461 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 7570 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37359 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13610 members 
Mstep: Class 20 contains 106902 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21252 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199188.000000 Penalty: 113275.335938
Iteration 220F: 36 clusters Score -3.819919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16844 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29460 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 7567 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37357 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13610 members 
Mstep: Class 20 contains 106902 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4366 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21253 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199216.000000 Penalty: 113275.335938
Iteration 221Q: 36 clusters Score -3.819922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29463 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 7566 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13611 members 
Mstep: Class 20 contains 106903 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4366 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21253 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199208.000000 Penalty: 113275.335938
Iteration 222Q: 36 clusters Score -3.819921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29465 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12602 members 
Mstep: Class 13 contains 7562 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37352 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13612 members 
Mstep: Class 20 contains 106905 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21253 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199212.000000 Penalty: 113275.335938
Iteration 223Q: 36 clusters Score -3.819921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29465 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12603 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37352 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106905 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21253 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199188.000000 Penalty: 113275.335938
Iteration 224Q: 36 clusters Score -3.819919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29466 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12603 members 
Mstep: Class 13 contains 7556 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37352 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13615 members 
Mstep: Class 20 contains 106905 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4370 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21253 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199200.000000 Penalty: 113275.335938
Iteration 225Q: 36 clusters Score -3.81992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29469 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 7552 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37352 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 106905 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21254 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199168.000000 Penalty: 113275.335938
Iteration 226Q: 36 clusters Score -3.819917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29470 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12603 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37352 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 106904 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21256 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199196.000000 Penalty: 113275.335938
Iteration 227Q: 36 clusters Score -3.81992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7452 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29470 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 7546 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37353 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 106903 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21257 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199192.000000 Penalty: 113275.335938
Iteration 228Q: 36 clusters Score -3.819919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29467 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12605 members 
Mstep: Class 13 contains 7544 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 106902 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4370 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21260 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199172.000000 Penalty: 113275.335938
Iteration 229Q: 36 clusters Score -3.819917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29462 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 12605 members 
Mstep: Class 13 contains 7544 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 106902 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21265 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199188.000000 Penalty: 113275.335938
Iteration 230Q: 36 clusters Score -3.819919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29459 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 12605 members 
Mstep: Class 13 contains 7539 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 106902 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 10941 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21268 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199204.000000 Penalty: 113275.335938
Iteration 231Q: 36 clusters Score -3.81992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29458 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 12605 members 
Mstep: Class 13 contains 7537 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13615 members 
Mstep: Class 20 contains 106902 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 10942 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21272 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199184.000000 Penalty: 113275.335938
Iteration 232Q: 36 clusters Score -3.819918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29456 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 12605 members 
Mstep: Class 13 contains 7531 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21276 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199204.000000 Penalty: 113275.335938
Iteration 233Q: 36 clusters Score -3.81992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29453 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 12 contains 12606 members 
Mstep: Class 13 contains 7525 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4382 members 
Mstep: Class 24 contains 10945 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21278 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199212.000000 Penalty: 113275.335938
Iteration 234Q: 36 clusters Score -3.819921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7460 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29449 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3290 members 
Mstep: Class 12 contains 12606 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21279 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199220.000000 Penalty: 113275.335938
Iteration 235Q: 36 clusters Score -3.819922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29449 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12608 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 10948 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21280 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199236.000000 Penalty: 113275.335938
Iteration 236Q: 36 clusters Score -3.819924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29451 members 
Mstep: Class 9 contains 14908 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12608 members 
Mstep: Class 13 contains 7506 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106901 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4386 members 
Mstep: Class 24 contains 10948 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21282 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199248.000000 Penalty: 113275.335938
Iteration 237Q: 36 clusters Score -3.819925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29452 members 
Mstep: Class 9 contains 14909 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12609 members 
Mstep: Class 13 contains 7500 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106899 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 10948 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21284 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199224.000000 Penalty: 113275.335938
Iteration 238Q: 36 clusters Score -3.819922e+07 nChanged 11
Entering ConstructFrom: 
Score: -38199224.000000 Penalty: 113275.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Entering Unmasked Estep 
Score: -446275.218750 Penalty: 2144.671875
	Iteration 0F: 2 clusters Score -446275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -441379.562500 Penalty: 4289.343750
	Iteration 0F: 3 clusters Score -441379.6 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -442606.781250 Penalty: 4289.343750
	Iteration 1F: 3 clusters Score -442606.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -442815.781250 Penalty: 4289.343750
	Iteration 2F: 3 clusters Score -442815.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -442937.156250 Penalty: 4289.343750
	Iteration 3Q: 3 clusters Score -442937.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -443026.562500 Penalty: 4289.343750
	Iteration 4Q: 3 clusters Score -443026.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -443107.656250 Penalty: 4289.343750
	Iteration 5Q: 3 clusters Score -443107.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -443192.500000 Penalty: 4289.343750
	Iteration 6Q: 3 clusters Score -443192.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -443295.250000 Penalty: 4289.343750
	Iteration 7Q: 3 clusters Score -443295.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -443407.468750 Penalty: 4289.343750
	Iteration 8Q: 3 clusters Score -443407.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -443531.437500 Penalty: 4289.343750
	Iteration 9Q: 3 clusters Score -443531.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -443680.781250 Penalty: 4289.343750
	Iteration 10Q: 3 clusters Score -443680.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -443850.000000 Penalty: 4289.343750
	Iteration 11Q: 3 clusters Score -443850 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -443993.031250 Penalty: 4289.343750
	Iteration 12Q: 3 clusters Score -443993 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -444118.062500 Penalty: 4289.343750
	Iteration 13Q: 3 clusters Score -444118.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -444230.437500 Penalty: 4289.343750
	Iteration 14Q: 3 clusters Score -444230.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -444342.000000 Penalty: 4289.343750
	Iteration 15Q: 3 clusters Score -444342 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -444443.812500 Penalty: 4289.343750
	Iteration 16Q: 3 clusters Score -444443.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -444532.750000 Penalty: 4289.343750
	Iteration 17Q: 3 clusters Score -444532.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -444623.312500 Penalty: 4289.343750
	Iteration 18Q: 3 clusters Score -444623.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -444710.906250 Penalty: 4289.343750
	Iteration 19Q: 3 clusters Score -444710.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -444781.000000 Penalty: 4289.343750
	Iteration 20F: 3 clusters Score -444781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -444832.343750 Penalty: 4289.343750
	Iteration 21Q: 3 clusters Score -444832.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -444864.968750 Penalty: 4289.343750
	Iteration 22Q: 3 clusters Score -444865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -444885.187500 Penalty: 4289.343750
	Iteration 23Q: 3 clusters Score -444885.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -444899.906250 Penalty: 4289.343750
	Iteration 24Q: 3 clusters Score -444899.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -444909.281250 Penalty: 4289.343750
	Iteration 25Q: 3 clusters Score -444909.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -444914.937500 Penalty: 4289.343750
	Iteration 26Q: 3 clusters Score -444914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -444919.156250 Penalty: 4289.343750
	Iteration 27Q: 3 clusters Score -444919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -444922.406250 Penalty: 4289.343750
	Iteration 28Q: 3 clusters Score -444922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -444921.468750 Penalty: 4289.343750
	Iteration 29Q: 3 clusters Score -444921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -444922.125000 Penalty: 4289.343750
	Iteration 30Q: 3 clusters Score -444922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -444922.281250 Penalty: 4289.343750
	Iteration 31Q: 3 clusters Score -444922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -444922.531250 Penalty: 4289.343750
	Iteration 32Q: 3 clusters Score -444922.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -444922.718750 Penalty: 4289.343750
	Iteration 33Q: 3 clusters Score -444922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -444924.531250 Penalty: 4289.343750
	Iteration 34Q: 3 clusters Score -444924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -444924.812500 Penalty: 4289.343750
	Iteration 35Q: 3 clusters Score -444924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -444924.812500 Penalty: 4289.343750
	Iteration 36F: 3 clusters Score -444924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -303749.281250 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -303749.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -299648.312500 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -299648.3 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -300726.312500 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -300726.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -301047.531250 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -301047.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -301304.718750 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -301304.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -301604.093750 Penalty: 4151.676758
	Iteration 4F: 3 clusters Score -301604.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -301938.500000 Penalty: 4151.676758
	Iteration 5F: 3 clusters Score -301938.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -302213.625000 Penalty: 4151.676758
	Iteration 6F: 3 clusters Score -302213.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -302381.156250 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -302381.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -302500.562500 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -302500.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -302592.218750 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -302592.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -302662.531250 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -302662.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -302719.218750 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -302719.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -302760.031250 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -302760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -302789.781250 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -302789.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -302809.125000 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -302809.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -302829.250000 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -302829.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -302844.593750 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -302844.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -302853.750000 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -302853.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -302865.000000 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -302865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -302880.125000 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -302880.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -302894.062500 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -302894.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -302909.031250 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -302909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -302917.531250 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -302917.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -302930.000000 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -302930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -302941.593750 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -302941.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -302952.218750 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -302952.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -302961.000000 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -302961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -302976.718750 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -302976.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -302984.281250 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -302984.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -302992.000000 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -302992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -302999.281250 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -302999.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -303002.437500 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -303002.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -303007.062500 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -303007.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -303011.531250 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -303011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -303013.812500 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -303013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -303016.031250 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -303016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -303017.937500 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -303017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -303021.437500 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -303021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -303022.593750 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -303022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -303023.500000 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -303023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -303024.593750 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -303024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -848730.500000 Penalty: 2277.044678
	Iteration 0F: 2 clusters Score -848730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -841199.312500 Penalty: 4554.089355
	Iteration 0F: 3 clusters Score -841199.3 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -843355.625000 Penalty: 4554.089355
	Iteration 1F: 3 clusters Score -843355.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -843631.437500 Penalty: 4554.089355
	Iteration 2F: 3 clusters Score -843631.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -843820.937500 Penalty: 4554.089355
	Iteration 3Q: 3 clusters Score -843820.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -843956.312500 Penalty: 4554.089355
	Iteration 4Q: 3 clusters Score -843956.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -844092.312500 Penalty: 4554.089355
	Iteration 5Q: 3 clusters Score -844092.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -844223.062500 Penalty: 4554.089355
	Iteration 6Q: 3 clusters Score -844223.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -844347.937500 Penalty: 4554.089355
	Iteration 7Q: 3 clusters Score -844347.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -844478.562500 Penalty: 4554.089355
	Iteration 8Q: 3 clusters Score -844478.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -844622.187500 Penalty: 4554.089355
	Iteration 9Q: 3 clusters Score -844622.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -844829.937500 Penalty: 4554.089355
	Iteration 10Q: 3 clusters Score -844829.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -845109.500000 Penalty: 4554.089355
	Iteration 11Q: 3 clusters Score -845109.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -845452.750000 Penalty: 4554.089355
	Iteration 12Q: 3 clusters Score -845452.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -845812.375000 Penalty: 4554.089355
	Iteration 13Q: 3 clusters Score -845812.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -846109.625000 Penalty: 4554.089355
	Iteration 14Q: 3 clusters Score -846109.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -846341.000000 Penalty: 4554.089355
	Iteration 15Q: 3 clusters Score -846341 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -846513.687500 Penalty: 4554.089355
	Iteration 16Q: 3 clusters Score -846513.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -846619.312500 Penalty: 4554.089355
	Iteration 17Q: 3 clusters Score -846619.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -846704.875000 Penalty: 4554.089355
	Iteration 18Q: 3 clusters Score -846704.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -846787.250000 Penalty: 4554.089355
	Iteration 19Q: 3 clusters Score -846787.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -846870.937500 Penalty: 4554.089355
	Iteration 20F: 3 clusters Score -846870.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -846939.437500 Penalty: 4554.089355
	Iteration 21Q: 3 clusters Score -846939.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -846979.625000 Penalty: 4554.089355
	Iteration 22Q: 3 clusters Score -846979.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -847009.625000 Penalty: 4554.089355
	Iteration 23Q: 3 clusters Score -847009.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -847034.375000 Penalty: 4554.089355
	Iteration 24Q: 3 clusters Score -847034.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -847047.687500 Penalty: 4554.089355
	Iteration 25Q: 3 clusters Score -847047.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -847059.312500 Penalty: 4554.089355
	Iteration 26Q: 3 clusters Score -847059.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -847070.812500 Penalty: 4554.089355
	Iteration 27Q: 3 clusters Score -847070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -847076.937500 Penalty: 4554.089355
	Iteration 28Q: 3 clusters Score -847076.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -847078.437500 Penalty: 4554.089355
	Iteration 29Q: 3 clusters Score -847078.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -847085.000000 Penalty: 4554.089355
	Iteration 30Q: 3 clusters Score -847085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -847091.750000 Penalty: 4554.089355
	Iteration 31Q: 3 clusters Score -847091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -847096.437500 Penalty: 4554.089355
	Iteration 32Q: 3 clusters Score -847096.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -847098.375000 Penalty: 4554.089355
	Iteration 33Q: 3 clusters Score -847098.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -847100.000000 Penalty: 4554.089355
	Iteration 34Q: 3 clusters Score -847100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -847103.562500 Penalty: 4554.089355
	Iteration 35Q: 3 clusters Score -847103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -847105.937500 Penalty: 4554.089355
	Iteration 36Q: 3 clusters Score -847105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -847105.687500 Penalty: 4554.089355
	Iteration 37Q: 3 clusters Score -847105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -847105.687500 Penalty: 4554.089355
	Iteration 38Q: 3 clusters Score -847105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -847105.687500 Penalty: 4554.089355
	Iteration 39F: 3 clusters Score -847105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Entering Unmasked Estep 
Score: -1467780.250000 Penalty: 2413.444580
	Iteration 0F: 2 clusters Score -1467780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1455768.375000 Penalty: 4826.889160
	Iteration 0F: 3 clusters Score -1455768 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1459737.125000 Penalty: 4826.889160
	Iteration 1F: 3 clusters Score -1459737 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1460234.875000 Penalty: 4826.889160
	Iteration 2F: 3 clusters Score -1460235 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1460799.750000 Penalty: 4826.889160
	Iteration 3F: 3 clusters Score -1460800 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1461458.125000 Penalty: 4826.889160
	Iteration 4F: 3 clusters Score -1461458 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1462120.625000 Penalty: 4826.889160
	Iteration 5F: 3 clusters Score -1462121 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1462754.625000 Penalty: 4826.889160
	Iteration 6F: 3 clusters Score -1462755 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1463329.250000 Penalty: 4826.889160
	Iteration 7F: 3 clusters Score -1463329 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1463834.125000 Penalty: 4826.889160
	Iteration 8Q: 3 clusters Score -1463834 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1464182.000000 Penalty: 4826.889160
	Iteration 9Q: 3 clusters Score -1464182 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1464488.000000 Penalty: 4826.889160
	Iteration 10Q: 3 clusters Score -1464488 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1464728.625000 Penalty: 4826.889160
	Iteration 11Q: 3 clusters Score -1464729 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1464949.750000 Penalty: 4826.889160
	Iteration 12Q: 3 clusters Score -1464950 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1465064.000000 Penalty: 4826.889160
	Iteration 13Q: 3 clusters Score -1465064 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1465129.125000 Penalty: 4826.889160
	Iteration 14Q: 3 clusters Score -1465129 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1465177.125000 Penalty: 4826.889160
	Iteration 15Q: 3 clusters Score -1465177 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1465214.250000 Penalty: 4826.889160
	Iteration 16Q: 3 clusters Score -1465214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1465226.875000 Penalty: 4826.889160
	Iteration 17Q: 3 clusters Score -1465227 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1465242.250000 Penalty: 4826.889160
	Iteration 18Q: 3 clusters Score -1465242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1465249.875000 Penalty: 4826.889160
	Iteration 19Q: 3 clusters Score -1465250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1465257.125000 Penalty: 4826.889160
	Iteration 20F: 3 clusters Score -1465257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1465265.750000 Penalty: 4826.889160
	Iteration 21Q: 3 clusters Score -1465266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1465274.500000 Penalty: 4826.889160
	Iteration 22Q: 3 clusters Score -1465274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1465272.375000 Penalty: 4826.889160
	Iteration 23Q: 3 clusters Score -1465272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1465278.625000 Penalty: 4826.889160
	Iteration 24Q: 3 clusters Score -1465279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1465285.750000 Penalty: 4826.889160
	Iteration 25Q: 3 clusters Score -1465286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1465292.250000 Penalty: 4826.889160
	Iteration 26Q: 3 clusters Score -1465292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1465288.625000 Penalty: 4826.889160
	Iteration 27Q: 3 clusters Score -1465289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1465287.750000 Penalty: 4826.889160
	Iteration 28Q: 3 clusters Score -1465288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1465289.000000 Penalty: 4826.889160
	Iteration 29Q: 3 clusters Score -1465289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1465287.000000 Penalty: 4826.889160
	Iteration 30Q: 3 clusters Score -1465287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1465286.875000 Penalty: 4826.889160
	Iteration 31Q: 3 clusters Score -1465287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1465287.000000 Penalty: 4826.889160
	Iteration 32Q: 3 clusters Score -1465287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1465290.500000 Penalty: 4826.889160
	Iteration 33Q: 3 clusters Score -1465290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1465288.750000 Penalty: 4826.889160
	Iteration 34Q: 3 clusters Score -1465289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1465292.125000 Penalty: 4826.889160
	Iteration 35Q: 3 clusters Score -1465292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1465291.750000 Penalty: 4826.889160
	Iteration 36Q: 3 clusters Score -1465292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1465291.375000 Penalty: 4826.889160
	Iteration 37Q: 3 clusters Score -1465291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1465289.375000 Penalty: 4826.889160
	Iteration 38Q: 3 clusters Score -1465289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1465292.125000 Penalty: 4826.889160
	Iteration 39Q: 3 clusters Score -1465292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1465295.875000 Penalty: 4826.889160
	Iteration 40F: 3 clusters Score -1465296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1465298.000000 Penalty: 4826.889160
	Iteration 41Q: 3 clusters Score -1465298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1465296.500000 Penalty: 4826.889160
	Iteration 42Q: 3 clusters Score -1465296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1465298.125000 Penalty: 4826.889160
	Iteration 43Q: 3 clusters Score -1465298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1465298.125000 Penalty: 4826.889160
	Iteration 44F: 3 clusters Score -1465298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Entering Unmasked Estep 
Score: -1081569.000000 Penalty: 2336.489990
	Iteration 0F: 2 clusters Score -1081569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1072416.250000 Penalty: 4672.979980
	Iteration 0F: 3 clusters Score -1072416 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1075255.000000 Penalty: 4672.979980
	Iteration 1F: 3 clusters Score -1075255 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1075588.625000 Penalty: 4672.979980
	Iteration 2F: 3 clusters Score -1075589 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1075915.375000 Penalty: 4672.979980
	Iteration 3F: 3 clusters Score -1075915 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1076280.000000 Penalty: 4672.979980
	Iteration 4Q: 3 clusters Score -1076280 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1076791.000000 Penalty: 4672.979980
	Iteration 5F: 3 clusters Score -1076791 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1077367.625000 Penalty: 4672.979980
	Iteration 6F: 3 clusters Score -1077368 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1077806.375000 Penalty: 4672.979980
	Iteration 7F: 3 clusters Score -1077806 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1078118.375000 Penalty: 4672.979980
	Iteration 8Q: 3 clusters Score -1078118 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1078304.500000 Penalty: 4672.979980
	Iteration 9Q: 3 clusters Score -1078304 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1078440.750000 Penalty: 4672.979980
	Iteration 10Q: 3 clusters Score -1078441 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1078546.875000 Penalty: 4672.979980
	Iteration 11Q: 3 clusters Score -1078547 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1078625.125000 Penalty: 4672.979980
	Iteration 12Q: 3 clusters Score -1078625 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1078684.375000 Penalty: 4672.979980
	Iteration 13Q: 3 clusters Score -1078684 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1078740.875000 Penalty: 4672.979980
	Iteration 14Q: 3 clusters Score -1078741 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1078779.375000 Penalty: 4672.979980
	Iteration 15Q: 3 clusters Score -1078779 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1078824.625000 Penalty: 4672.979980
	Iteration 16Q: 3 clusters Score -1078825 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1078864.000000 Penalty: 4672.979980
	Iteration 17Q: 3 clusters Score -1078864 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1078908.000000 Penalty: 4672.979980
	Iteration 18Q: 3 clusters Score -1078908 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1078946.375000 Penalty: 4672.979980
	Iteration 19Q: 3 clusters Score -1078946 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1078984.250000 Penalty: 4672.979980
	Iteration 20F: 3 clusters Score -1078984 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1079022.250000 Penalty: 4672.979980
	Iteration 21Q: 3 clusters Score -1079022 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1079068.500000 Penalty: 4672.979980
	Iteration 22Q: 3 clusters Score -1079068 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1079113.625000 Penalty: 4672.979980
	Iteration 23Q: 3 clusters Score -1079114 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1079159.250000 Penalty: 4672.979980
	Iteration 24Q: 3 clusters Score -1079159 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1079211.625000 Penalty: 4672.979980
	Iteration 25Q: 3 clusters Score -1079212 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1079262.250000 Penalty: 4672.979980
	Iteration 26Q: 3 clusters Score -1079262 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1079327.625000 Penalty: 4672.979980
	Iteration 27Q: 3 clusters Score -1079328 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1079401.125000 Penalty: 4672.979980
	Iteration 28Q: 3 clusters Score -1079401 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1079469.750000 Penalty: 4672.979980
	Iteration 29Q: 3 clusters Score -1079470 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1079538.500000 Penalty: 4672.979980
	Iteration 30Q: 3 clusters Score -1079538 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1079598.250000 Penalty: 4672.979980
	Iteration 31Q: 3 clusters Score -1079598 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1079646.000000 Penalty: 4672.979980
	Iteration 32Q: 3 clusters Score -1079646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1079678.000000 Penalty: 4672.979980
	Iteration 33Q: 3 clusters Score -1079678 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1079708.375000 Penalty: 4672.979980
	Iteration 34Q: 3 clusters Score -1079708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1079738.750000 Penalty: 4672.979980
	Iteration 35Q: 3 clusters Score -1079739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1079756.750000 Penalty: 4672.979980
	Iteration 36Q: 3 clusters Score -1079757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1079783.250000 Penalty: 4672.979980
	Iteration 37Q: 3 clusters Score -1079783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1079808.625000 Penalty: 4672.979980
	Iteration 38Q: 3 clusters Score -1079809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1079833.875000 Penalty: 4672.979980
	Iteration 39Q: 3 clusters Score -1079834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1079860.125000 Penalty: 4672.979980
	Iteration 40F: 3 clusters Score -1079860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1079882.125000 Penalty: 4672.979980
	Iteration 41Q: 3 clusters Score -1079882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1079899.625000 Penalty: 4672.979980
	Iteration 42Q: 3 clusters Score -1079900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1079912.625000 Penalty: 4672.979980
	Iteration 43Q: 3 clusters Score -1079913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1079923.625000 Penalty: 4672.979980
	Iteration 44Q: 3 clusters Score -1079924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1079929.125000 Penalty: 4672.979980
	Iteration 45Q: 3 clusters Score -1079929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1079930.750000 Penalty: 4672.979980
	Iteration 46Q: 3 clusters Score -1079931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1079935.625000 Penalty: 4672.979980
	Iteration 47Q: 3 clusters Score -1079936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1079944.375000 Penalty: 4672.979980
	Iteration 48Q: 3 clusters Score -1079944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1079952.750000 Penalty: 4672.979980
	Iteration 49Q: 3 clusters Score -1079953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1079961.625000 Penalty: 4672.979980
	Iteration 50Q: 3 clusters Score -1079962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1079964.250000 Penalty: 4672.979980
	Iteration 51Q: 3 clusters Score -1079964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1079969.125000 Penalty: 4672.979980
	Iteration 52Q: 3 clusters Score -1079969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1079970.625000 Penalty: 4672.979980
	Iteration 53Q: 3 clusters Score -1079971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1079974.000000 Penalty: 4672.979980
	Iteration 54Q: 3 clusters Score -1079974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1079977.375000 Penalty: 4672.979980
	Iteration 55Q: 3 clusters Score -1079977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1079983.250000 Penalty: 4672.979980
	Iteration 56Q: 3 clusters Score -1079983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1079986.750000 Penalty: 4672.979980
	Iteration 57Q: 3 clusters Score -1079987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1079988.500000 Penalty: 4672.979980
	Iteration 58Q: 3 clusters Score -1079988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1079994.750000 Penalty: 4672.979980
	Iteration 59Q: 3 clusters Score -1079995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1079998.250000 Penalty: 4672.979980
	Iteration 60F: 3 clusters Score -1079998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1079996.750000 Penalty: 4672.979980
	Iteration 61Q: 3 clusters Score -1079997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1079998.000000 Penalty: 4672.979980
	Iteration 62Q: 3 clusters Score -1079998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1080002.625000 Penalty: 4672.979980
	Iteration 63Q: 3 clusters Score -1080003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1080002.000000 Penalty: 4672.979980
	Iteration 64Q: 3 clusters Score -1080002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1080009.125000 Penalty: 4672.979980
	Iteration 65Q: 3 clusters Score -1080009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1080012.375000 Penalty: 4672.979980
	Iteration 66Q: 3 clusters Score -1080012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1080017.000000 Penalty: 4672.979980
	Iteration 67Q: 3 clusters Score -1080017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1080023.625000 Penalty: 4672.979980
	Iteration 68Q: 3 clusters Score -1080024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1080028.375000 Penalty: 4672.979980
	Iteration 69Q: 3 clusters Score -1080028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1080029.625000 Penalty: 4672.979980
	Iteration 70Q: 3 clusters Score -1080030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1080034.250000 Penalty: 4672.979980
	Iteration 71Q: 3 clusters Score -1080034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1080036.375000 Penalty: 4672.979980
	Iteration 72Q: 3 clusters Score -1080036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1080040.750000 Penalty: 4672.979980
	Iteration 73Q: 3 clusters Score -1080041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1080043.125000 Penalty: 4672.979980
	Iteration 74Q: 3 clusters Score -1080043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1080046.250000 Penalty: 4672.979980
	Iteration 75Q: 3 clusters Score -1080046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1080049.875000 Penalty: 4672.979980
	Iteration 76Q: 3 clusters Score -1080050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1080050.000000 Penalty: 4672.979980
	Iteration 77Q: 3 clusters Score -1080050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1080054.125000 Penalty: 4672.979980
	Iteration 78Q: 3 clusters Score -1080054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1080054.500000 Penalty: 4672.979980
	Iteration 79Q: 3 clusters Score -1080054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1080054.375000 Penalty: 4672.979980
	Iteration 80F: 3 clusters Score -1080054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1080056.375000 Penalty: 4672.979980
	Iteration 81Q: 3 clusters Score -1080056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1080058.625000 Penalty: 4672.979980
	Iteration 82Q: 3 clusters Score -1080059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1080061.750000 Penalty: 4672.979980
	Iteration 83Q: 3 clusters Score -1080062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1080060.125000 Penalty: 4672.979980
	Iteration 84Q: 3 clusters Score -1080060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1080060.125000 Penalty: 4672.979980
	Iteration 85F: 3 clusters Score -1080060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -588207.875000 Penalty: 2211.559570
	Iteration 0F: 2 clusters Score -588207.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -582127.187500 Penalty: 4423.119141
	Iteration 0F: 3 clusters Score -582127.2 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -583848.500000 Penalty: 4423.119141
	Iteration 1F: 3 clusters Score -583848.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -584215.375000 Penalty: 4423.119141
	Iteration 2F: 3 clusters Score -584215.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -584571.500000 Penalty: 4423.119141
	Iteration 3F: 3 clusters Score -584571.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -584953.000000 Penalty: 4423.119141
	Iteration 4F: 3 clusters Score -584953 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -585344.000000 Penalty: 4423.119141
	Iteration 5F: 3 clusters Score -585344 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -585680.375000 Penalty: 4423.119141
	Iteration 6F: 3 clusters Score -585680.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -585906.750000 Penalty: 4423.119141
	Iteration 7Q: 3 clusters Score -585906.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -586097.062500 Penalty: 4423.119141
	Iteration 8Q: 3 clusters Score -586097.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -586278.562500 Penalty: 4423.119141
	Iteration 9Q: 3 clusters Score -586278.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -586413.750000 Penalty: 4423.119141
	Iteration 10Q: 3 clusters Score -586413.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -586525.937500 Penalty: 4423.119141
	Iteration 11Q: 3 clusters Score -586525.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -586610.625000 Penalty: 4423.119141
	Iteration 12Q: 3 clusters Score -586610.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -586680.937500 Penalty: 4423.119141
	Iteration 13Q: 3 clusters Score -586680.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -586725.562500 Penalty: 4423.119141
	Iteration 14Q: 3 clusters Score -586725.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -586755.937500 Penalty: 4423.119141
	Iteration 15Q: 3 clusters Score -586755.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -586781.187500 Penalty: 4423.119141
	Iteration 16Q: 3 clusters Score -586781.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -586800.187500 Penalty: 4423.119141
	Iteration 17Q: 3 clusters Score -586800.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -586813.750000 Penalty: 4423.119141
	Iteration 18Q: 3 clusters Score -586813.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -586826.750000 Penalty: 4423.119141
	Iteration 19Q: 3 clusters Score -586826.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -586838.750000 Penalty: 4423.119141
	Iteration 20F: 3 clusters Score -586838.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -586846.437500 Penalty: 4423.119141
	Iteration 21Q: 3 clusters Score -586846.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -586855.375000 Penalty: 4423.119141
	Iteration 22Q: 3 clusters Score -586855.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -586862.937500 Penalty: 4423.119141
	Iteration 23Q: 3 clusters Score -586862.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -586874.250000 Penalty: 4423.119141
	Iteration 24Q: 3 clusters Score -586874.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -586881.500000 Penalty: 4423.119141
	Iteration 25Q: 3 clusters Score -586881.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -586892.750000 Penalty: 4423.119141
	Iteration 26Q: 3 clusters Score -586892.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -586905.750000 Penalty: 4423.119141
	Iteration 27Q: 3 clusters Score -586905.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -586921.000000 Penalty: 4423.119141
	Iteration 28Q: 3 clusters Score -586921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -586936.687500 Penalty: 4423.119141
	Iteration 29Q: 3 clusters Score -586936.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -586960.125000 Penalty: 4423.119141
	Iteration 30Q: 3 clusters Score -586960.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -586986.250000 Penalty: 4423.119141
	Iteration 31Q: 3 clusters Score -586986.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -587012.000000 Penalty: 4423.119141
	Iteration 32Q: 3 clusters Score -587012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -587047.812500 Penalty: 4423.119141
	Iteration 33Q: 3 clusters Score -587047.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -587093.500000 Penalty: 4423.119141
	Iteration 34Q: 3 clusters Score -587093.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -587131.937500 Penalty: 4423.119141
	Iteration 35Q: 3 clusters Score -587131.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -587171.687500 Penalty: 4423.119141
	Iteration 36Q: 3 clusters Score -587171.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -587200.250000 Penalty: 4423.119141
	Iteration 37Q: 3 clusters Score -587200.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -587219.812500 Penalty: 4423.119141
	Iteration 38Q: 3 clusters Score -587219.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -587238.812500 Penalty: 4423.119141
	Iteration 39Q: 3 clusters Score -587238.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -587257.375000 Penalty: 4423.119141
	Iteration 40F: 3 clusters Score -587257.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -587268.812500 Penalty: 4423.119141
	Iteration 41Q: 3 clusters Score -587268.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -587275.437500 Penalty: 4423.119141
	Iteration 42Q: 3 clusters Score -587275.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -587281.375000 Penalty: 4423.119141
	Iteration 43Q: 3 clusters Score -587281.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -587285.562500 Penalty: 4423.119141
	Iteration 44Q: 3 clusters Score -587285.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -587285.625000 Penalty: 4423.119141
	Iteration 45Q: 3 clusters Score -587285.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -587288.687500 Penalty: 4423.119141
	Iteration 46Q: 3 clusters Score -587288.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -587291.000000 Penalty: 4423.119141
	Iteration 47Q: 3 clusters Score -587291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -587291.500000 Penalty: 4423.119141
	Iteration 48Q: 3 clusters Score -587291.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -587295.187500 Penalty: 4423.119141
	Iteration 49Q: 3 clusters Score -587295.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -587298.750000 Penalty: 4423.119141
	Iteration 50Q: 3 clusters Score -587298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -587299.625000 Penalty: 4423.119141
	Iteration 51Q: 3 clusters Score -587299.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -587300.875000 Penalty: 4423.119141
	Iteration 52Q: 3 clusters Score -587300.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -587303.125000 Penalty: 4423.119141
	Iteration 53Q: 3 clusters Score -587303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -587305.687500 Penalty: 4423.119141
	Iteration 54Q: 3 clusters Score -587305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -587305.937500 Penalty: 4423.119141
	Iteration 55Q: 3 clusters Score -587305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -587306.562500 Penalty: 4423.119141
	Iteration 56Q: 3 clusters Score -587306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -587307.250000 Penalty: 4423.119141
	Iteration 57Q: 3 clusters Score -587307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -587309.812500 Penalty: 4423.119141
	Iteration 58Q: 3 clusters Score -587309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -587310.687500 Penalty: 4423.119141
	Iteration 59Q: 3 clusters Score -587310.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -587310.687500 Penalty: 4423.119141
	Iteration 60F: 3 clusters Score -587310.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -473257.250000 Penalty: 2131.625488
	Iteration 0F: 2 clusters Score -473257.2 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 2673 members 
Entering Unmasked Estep 
Score: -468431.593750 Penalty: 4263.250977
	Iteration 0F: 3 clusters Score -468431.6 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -469540.312500 Penalty: 4263.250977
	Iteration 1F: 3 clusters Score -469540.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -469751.281250 Penalty: 4263.250977
	Iteration 2F: 3 clusters Score -469751.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -469872.906250 Penalty: 4263.250977
	Iteration 3Q: 3 clusters Score -469872.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -469960.250000 Penalty: 4263.250977
	Iteration 4Q: 3 clusters Score -469960.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -470028.062500 Penalty: 4263.250977
	Iteration 5Q: 3 clusters Score -470028.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -470089.281250 Penalty: 4263.250977
	Iteration 6Q: 3 clusters Score -470089.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -470126.437500 Penalty: 4263.250977
	Iteration 7Q: 3 clusters Score -470126.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -470154.250000 Penalty: 4263.250977
	Iteration 8Q: 3 clusters Score -470154.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -470185.656250 Penalty: 4263.250977
	Iteration 9Q: 3 clusters Score -470185.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -470207.531250 Penalty: 4263.250977
	Iteration 10Q: 3 clusters Score -470207.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -470228.093750 Penalty: 4263.250977
	Iteration 11Q: 3 clusters Score -470228.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -470247.906250 Penalty: 4263.250977
	Iteration 12Q: 3 clusters Score -470247.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -470263.375000 Penalty: 4263.250977
	Iteration 13Q: 3 clusters Score -470263.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -470275.843750 Penalty: 4263.250977
	Iteration 14Q: 3 clusters Score -470275.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -470283.250000 Penalty: 4263.250977
	Iteration 15Q: 3 clusters Score -470283.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -470293.812500 Penalty: 4263.250977
	Iteration 16Q: 3 clusters Score -470293.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -470302.062500 Penalty: 4263.250977
	Iteration 17Q: 3 clusters Score -470302.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -470307.968750 Penalty: 4263.250977
	Iteration 18Q: 3 clusters Score -470308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -470313.750000 Penalty: 4263.250977
	Iteration 19Q: 3 clusters Score -470313.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -470318.468750 Penalty: 4263.250977
	Iteration 20F: 3 clusters Score -470318.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -470323.375000 Penalty: 4263.250977
	Iteration 21Q: 3 clusters Score -470323.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -470326.031250 Penalty: 4263.250977
	Iteration 22Q: 3 clusters Score -470326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -470329.343750 Penalty: 4263.250977
	Iteration 23Q: 3 clusters Score -470329.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -470332.906250 Penalty: 4263.250977
	Iteration 24Q: 3 clusters Score -470332.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -470335.406250 Penalty: 4263.250977
	Iteration 25Q: 3 clusters Score -470335.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -470338.812500 Penalty: 4263.250977
	Iteration 26Q: 3 clusters Score -470338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -470340.718750 Penalty: 4263.250977
	Iteration 27Q: 3 clusters Score -470340.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -470343.093750 Penalty: 4263.250977
	Iteration 28Q: 3 clusters Score -470343.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -470346.281250 Penalty: 4263.250977
	Iteration 29Q: 3 clusters Score -470346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -470350.250000 Penalty: 4263.250977
	Iteration 30Q: 3 clusters Score -470350.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -470353.562500 Penalty: 4263.250977
	Iteration 31Q: 3 clusters Score -470353.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -470355.812500 Penalty: 4263.250977
	Iteration 32Q: 3 clusters Score -470355.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -470358.812500 Penalty: 4263.250977
	Iteration 33Q: 3 clusters Score -470358.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -470361.125000 Penalty: 4263.250977
	Iteration 34Q: 3 clusters Score -470361.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -470364.562500 Penalty: 4263.250977
	Iteration 35Q: 3 clusters Score -470364.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -470368.562500 Penalty: 4263.250977
	Iteration 36Q: 3 clusters Score -470368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -470372.937500 Penalty: 4263.250977
	Iteration 37Q: 3 clusters Score -470372.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -470379.406250 Penalty: 4263.250977
	Iteration 38Q: 3 clusters Score -470379.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -470387.562500 Penalty: 4263.250977
	Iteration 39Q: 3 clusters Score -470387.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -470394.875000 Penalty: 4263.250977
	Iteration 40F: 3 clusters Score -470394.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -470403.781250 Penalty: 4263.250977
	Iteration 41Q: 3 clusters Score -470403.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -470413.062500 Penalty: 4263.250977
	Iteration 42Q: 3 clusters Score -470413.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -470419.468750 Penalty: 4263.250977
	Iteration 43Q: 3 clusters Score -470419.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -470428.593750 Penalty: 4263.250977
	Iteration 44Q: 3 clusters Score -470428.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -470441.375000 Penalty: 4263.250977
	Iteration 45Q: 3 clusters Score -470441.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -470453.125000 Penalty: 4263.250977
	Iteration 46Q: 3 clusters Score -470453.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -470467.718750 Penalty: 4263.250977
	Iteration 47Q: 3 clusters Score -470467.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -470487.062500 Penalty: 4263.250977
	Iteration 48Q: 3 clusters Score -470487.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -470503.000000 Penalty: 4263.250977
	Iteration 49Q: 3 clusters Score -470503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -470529.187500 Penalty: 4263.250977
	Iteration 50Q: 3 clusters Score -470529.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -470555.125000 Penalty: 4263.250977
	Iteration 51Q: 3 clusters Score -470555.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -470586.687500 Penalty: 4263.250977
	Iteration 52Q: 3 clusters Score -470586.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -470619.687500 Penalty: 4263.250977
	Iteration 53Q: 3 clusters Score -470619.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -470655.593750 Penalty: 4263.250977
	Iteration 54Q: 3 clusters Score -470655.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -470698.468750 Penalty: 4263.250977
	Iteration 55Q: 3 clusters Score -470698.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -470752.593750 Penalty: 4263.250977
	Iteration 56Q: 3 clusters Score -470752.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -470814.875000 Penalty: 4263.250977
	Iteration 57Q: 3 clusters Score -470814.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -470886.437500 Penalty: 4263.250977
	Iteration 58Q: 3 clusters Score -470886.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -470970.531250 Penalty: 4263.250977
	Iteration 59Q: 3 clusters Score -470970.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -471043.125000 Penalty: 4263.250977
	Iteration 60F: 3 clusters Score -471043.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -471114.156250 Penalty: 4263.250977
	Iteration 61Q: 3 clusters Score -471114.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -471174.000000 Penalty: 4263.250977
	Iteration 62Q: 3 clusters Score -471174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -471212.562500 Penalty: 4263.250977
	Iteration 63Q: 3 clusters Score -471212.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -471236.625000 Penalty: 4263.250977
	Iteration 64Q: 3 clusters Score -471236.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -471261.656250 Penalty: 4263.250977
	Iteration 65Q: 3 clusters Score -471261.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -471281.656250 Penalty: 4263.250977
	Iteration 66Q: 3 clusters Score -471281.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -471303.343750 Penalty: 4263.250977
	Iteration 67Q: 3 clusters Score -471303.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -471327.531250 Penalty: 4263.250977
	Iteration 68Q: 3 clusters Score -471327.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -471346.093750 Penalty: 4263.250977
	Iteration 69Q: 3 clusters Score -471346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -471361.218750 Penalty: 4263.250977
	Iteration 70Q: 3 clusters Score -471361.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -471372.968750 Penalty: 4263.250977
	Iteration 71Q: 3 clusters Score -471373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -471392.125000 Penalty: 4263.250977
	Iteration 72Q: 3 clusters Score -471392.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -471399.625000 Penalty: 4263.250977
	Iteration 73Q: 3 clusters Score -471399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -471403.531250 Penalty: 4263.250977
	Iteration 74Q: 3 clusters Score -471403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -471403.968750 Penalty: 4263.250977
	Iteration 75Q: 3 clusters Score -471404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -471406.281250 Penalty: 4263.250977
	Iteration 76Q: 3 clusters Score -471406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -471408.062500 Penalty: 4263.250977
	Iteration 77Q: 3 clusters Score -471408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -471409.687500 Penalty: 4263.250977
	Iteration 78Q: 3 clusters Score -471409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -471411.343750 Penalty: 4263.250977
	Iteration 79Q: 3 clusters Score -471411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -471413.156250 Penalty: 4263.250977
	Iteration 80F: 3 clusters Score -471413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -471414.468750 Penalty: 4263.250977
	Iteration 81Q: 3 clusters Score -471414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -471414.968750 Penalty: 4263.250977
	Iteration 82Q: 3 clusters Score -471415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -471415.843750 Penalty: 4263.250977
	Iteration 83Q: 3 clusters Score -471415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -471415.843750 Penalty: 4263.250977
	Iteration 84F: 3 clusters Score -471415.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Entering Unmasked Estep 
Score: -2413986.750000 Penalty: 2552.039795
	Iteration 0F: 2 clusters Score -2413987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2393706.500000 Penalty: 5104.079590
	Iteration 0F: 3 clusters Score -2393706 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2401145.000000 Penalty: 5104.079590
	Iteration 1F: 3 clusters Score -2401145 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2401684.000000 Penalty: 5104.079590
	Iteration 2Q: 3 clusters Score -2401684 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2402253.500000 Penalty: 5104.079590
	Iteration 3Q: 3 clusters Score -2402254 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2402864.750000 Penalty: 5104.079590
	Iteration 4Q: 3 clusters Score -2402865 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2403476.250000 Penalty: 5104.079590
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2404146 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2404896 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2405678 nChanged 1440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2406440 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2407190 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2407908 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2408564.250000 Penalty: 5104.079590
	Iteration 12Q: 3 clusters Score -2408564 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2409045.500000 Penalty: 5104.079590
	Iteration 13Q: 3 clusters Score -2409046 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2409317 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2409472 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2409567 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2409637 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2409682 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2409735 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2409783.250000 Penalty: 5104.079590
	Iteration 20F: 3 clusters Score -2409783 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2409842 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2409881 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2409922.750000 Penalty: 5104.079590
	Iteration 23Q: 3 clusters Score -2409923 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2409958.750000 Penalty: 5104.079590
	Iteration 24Q: 3 clusters Score -2409959 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2409980 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2410007 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2410032.500000 Penalty: 5104.079590
	Iteration 27Q: 3 clusters Score -2410032 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2410050 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2410067 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2410081 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2410096 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2410113.250000 Penalty: 5104.079590
	Iteration 32Q: 3 clusters Score -2410113 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2410130 nChanged 107
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Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2410146 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2410158 nChanged 111
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Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2410178 nChanged 124
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Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2410196 nChanged 139
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Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2410228 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2410248 nChanged 138
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Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2410263 nChanged 139
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Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2410298 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2410314 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2410334.000000 Penalty: 5104.079590
	Iteration 43Q: 3 clusters Score -2410334 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2410352 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2410379 nChanged 137
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Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2410394 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2410413 nChanged 126
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Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2410429 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2410447 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2410462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2410480 nChanged 113
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Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2410514 nChanged 130
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Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 20432 members 
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	Iteration 53Q: 3 clusters Score -2410529 nChanged 155
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Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 20587 members 
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	Iteration 54Q: 3 clusters Score -2410565 nChanged 156
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Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 20741 members 
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	Iteration 55Q: 3 clusters Score -2410588 nChanged 143
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Mstep: Class 1 contains 8571 members 
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	Iteration 56Q: 3 clusters Score -2410605 nChanged 146
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Mstep: Class 1 contains 8429 members 
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	Iteration 57Q: 3 clusters Score -2410631 nChanged 145
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Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 21167 members 
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	Iteration 58Q: 3 clusters Score -2410655 nChanged 162
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Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2410696 nChanged 158
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Mstep: Class 1 contains 7976 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2410724 nChanged 176
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Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2410765 nChanged 188
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Mstep: Class 1 contains 7624 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2410811 nChanged 183
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Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2410854 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2410914 nChanged 178
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Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2410953 nChanged 180
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Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 22564 members 
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	Iteration 66Q: 3 clusters Score -2411010 nChanged 223
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Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 22783 members 
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	Iteration 67Q: 3 clusters Score -2411058 nChanged 219
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Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2411126 nChanged 194
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Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2411170 nChanged 193
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Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2411214 nChanged 210
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Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2411280 nChanged 205
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Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2411323 nChanged 184
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Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 23968 members 
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	Iteration 73Q: 3 clusters Score -2411366 nChanged 180
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Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2411404 nChanged 176
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Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2411456 nChanged 161
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Mstep: Class 1 contains 4974 members 
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	Iteration 76Q: 3 clusters Score -2411496 nChanged 173
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Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2411552 nChanged 188
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Mstep: Class 1 contains 4621 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2411612 nChanged 207
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Mstep: Class 1 contains 4420 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2411676 nChanged 200
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Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2411732 nChanged 193
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Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2411812 nChanged 196
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Mstep: Class 1 contains 3843 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2411868 nChanged 187
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Mstep: Class 1 contains 3664 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2411933 nChanged 167
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 26102 members 
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	Iteration 85Q: 3 clusters Score -2412022 nChanged 137
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Mstep: Class 1 contains 3220 members 
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	Iteration 86Q: 3 clusters Score -2412048 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2412074 nChanged 83
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Mstep: Class 1 contains 3034 members 
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	Iteration 88Q: 3 clusters Score -2412100 nChanged 79
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Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2412124 nChanged 85
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Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -2412141.000000 Penalty: 5104.079590
	Iteration 90Q: 3 clusters Score -2412141 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2412166 nChanged 63
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Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2412184 nChanged 58
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Mstep: Class 1 contains 2677 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2412196 nChanged 54
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Mstep: Class 1 contains 2623 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2412209 nChanged 51
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Mstep: Class 1 contains 2574 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2412230 nChanged 51
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Mstep: Class 1 contains 2529 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2412243 nChanged 52
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Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2412261 nChanged 58
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Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -2412277.750000 Penalty: 5104.079590
	Iteration 98Q: 3 clusters Score -2412278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -2412285.500000 Penalty: 5104.079590
	Iteration 99Q: 3 clusters Score -2412286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -2412297.500000 Penalty: 5104.079590
	Iteration 100F: 3 clusters Score -2412298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -2412311.500000 Penalty: 5104.079590
	Iteration 101Q: 3 clusters Score -2412312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -2412323.250000 Penalty: 5104.079590
	Iteration 102Q: 3 clusters Score -2412323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2412334.750000 Penalty: 5104.079590
	Iteration 103Q: 3 clusters Score -2412335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2412339.750000 Penalty: 5104.079590
	Iteration 104Q: 3 clusters Score -2412340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -2412358.250000 Penalty: 5104.079590
	Iteration 105Q: 3 clusters Score -2412358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -2412363.500000 Penalty: 5104.079590
	Iteration 106Q: 3 clusters Score -2412364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -2412373.000000 Penalty: 5104.079590
	Iteration 107Q: 3 clusters Score -2412373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -2412379.750000 Penalty: 5104.079590
	Iteration 108Q: 3 clusters Score -2412380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -2412387.750000 Penalty: 5104.079590
	Iteration 109Q: 3 clusters Score -2412388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -2412384.500000 Penalty: 5104.079590
	Iteration 110Q: 3 clusters Score -2412384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -2412390.250000 Penalty: 5104.079590
	Iteration 111Q: 3 clusters Score -2412390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2412389.750000 Penalty: 5104.079590
	Iteration 112Q: 3 clusters Score -2412390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -2412394.500000 Penalty: 5104.079590
	Iteration 113Q: 3 clusters Score -2412394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2412394.500000 Penalty: 5104.079590
	Iteration 114Q: 3 clusters Score -2412394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2412399.000000 Penalty: 5104.079590
	Iteration 115Q: 3 clusters Score -2412399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2412399.500000 Penalty: 5104.079590
	Iteration 116Q: 3 clusters Score -2412400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -2412405.250000 Penalty: 5104.079590
	Iteration 117Q: 3 clusters Score -2412405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2412409.750000 Penalty: 5104.079590
	Iteration 118Q: 3 clusters Score -2412410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2412412.750000 Penalty: 5104.079590
	Iteration 119Q: 3 clusters Score -2412413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -2412415.250000 Penalty: 5104.079590
	Iteration 120F: 3 clusters Score -2412415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2412413.750000 Penalty: 5104.079590
	Iteration 121Q: 3 clusters Score -2412414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -2412413.000000 Penalty: 5104.079590
	Iteration 122Q: 3 clusters Score -2412413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -2412419.250000 Penalty: 5104.079590
	Iteration 123Q: 3 clusters Score -2412419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -2412418.500000 Penalty: 5104.079590
	Iteration 124Q: 3 clusters Score -2412418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -2412417.250000 Penalty: 5104.079590
	Iteration 125Q: 3 clusters Score -2412417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -2412417.250000 Penalty: 5104.079590
	Iteration 126Q: 3 clusters Score -2412417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -2412418.250000 Penalty: 5104.079590
	Iteration 127Q: 3 clusters Score -2412418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2412417.000000 Penalty: 5104.079590
	Iteration 128Q: 3 clusters Score -2412417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -2412418.750000 Penalty: 5104.079590
	Iteration 129Q: 3 clusters Score -2412419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2412420.000000 Penalty: 5104.079590
	Iteration 130Q: 3 clusters Score -2412420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2412420.000000 Penalty: 5104.079590
	Iteration 131F: 3 clusters Score -2412420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Entering Unmasked Estep 
Score: -1281145.375000 Penalty: 2383.277100
	Iteration 0F: 2 clusters Score -1281145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1270328.750000 Penalty: 4766.554199
	Iteration 0F: 3 clusters Score -1270329 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1273883.375000 Penalty: 4766.554199
	Iteration 1F: 3 clusters Score -1273883 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1274351.500000 Penalty: 4766.554199
	Iteration 2F: 3 clusters Score -1274352 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1274861.875000 Penalty: 4766.554199
	Iteration 3F: 3 clusters Score -1274862 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1275509.250000 Penalty: 4766.554199
	Iteration 4F: 3 clusters Score -1275509 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1276233.750000 Penalty: 4766.554199
	Iteration 5F: 3 clusters Score -1276234 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1276883.125000 Penalty: 4766.554199
	Iteration 6F: 3 clusters Score -1276883 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1277413.875000 Penalty: 4766.554199
	Iteration 7F: 3 clusters Score -1277414 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1277810.500000 Penalty: 4766.554199
	Iteration 8Q: 3 clusters Score -1277810 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1278123.375000 Penalty: 4766.554199
	Iteration 9Q: 3 clusters Score -1278123 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1278390.750000 Penalty: 4766.554199
	Iteration 10Q: 3 clusters Score -1278391 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1278592.625000 Penalty: 4766.554199
	Iteration 11Q: 3 clusters Score -1278593 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1278782.000000 Penalty: 4766.554199
	Iteration 12Q: 3 clusters Score -1278782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1278930.375000 Penalty: 4766.554199
	Iteration 13Q: 3 clusters Score -1278930 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1279054.625000 Penalty: 4766.554199
	Iteration 14Q: 3 clusters Score -1279055 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1279120.750000 Penalty: 4766.554199
	Iteration 15Q: 3 clusters Score -1279121 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1279166.125000 Penalty: 4766.554199
	Iteration 16Q: 3 clusters Score -1279166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1279192.375000 Penalty: 4766.554199
	Iteration 17Q: 3 clusters Score -1279192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1279217.250000 Penalty: 4766.554199
	Iteration 18Q: 3 clusters Score -1279217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1279236.875000 Penalty: 4766.554199
	Iteration 19Q: 3 clusters Score -1279237 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1279248.875000 Penalty: 4766.554199
	Iteration 20F: 3 clusters Score -1279249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1279262.500000 Penalty: 4766.554199
	Iteration 21Q: 3 clusters Score -1279262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1279279.750000 Penalty: 4766.554199
	Iteration 22Q: 3 clusters Score -1279280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1279288.000000 Penalty: 4766.554199
	Iteration 23Q: 3 clusters Score -1279288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1279296.000000 Penalty: 4766.554199
	Iteration 24Q: 3 clusters Score -1279296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1279300.125000 Penalty: 4766.554199
	Iteration 25Q: 3 clusters Score -1279300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1279306.250000 Penalty: 4766.554199
	Iteration 26Q: 3 clusters Score -1279306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1279305.875000 Penalty: 4766.554199
	Iteration 27Q: 3 clusters Score -1279306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1279314.750000 Penalty: 4766.554199
	Iteration 28Q: 3 clusters Score -1279315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1279321.750000 Penalty: 4766.554199
	Iteration 29Q: 3 clusters Score -1279322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1279329.125000 Penalty: 4766.554199
	Iteration 30Q: 3 clusters Score -1279329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1279333.250000 Penalty: 4766.554199
	Iteration 31Q: 3 clusters Score -1279333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1279334.125000 Penalty: 4766.554199
	Iteration 32Q: 3 clusters Score -1279334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1279337.375000 Penalty: 4766.554199
	Iteration 33Q: 3 clusters Score -1279337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1279339.125000 Penalty: 4766.554199
	Iteration 34Q: 3 clusters Score -1279339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1279338.375000 Penalty: 4766.554199
	Iteration 35Q: 3 clusters Score -1279338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1279341.875000 Penalty: 4766.554199
	Iteration 36Q: 3 clusters Score -1279342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1279341.000000 Penalty: 4766.554199
	Iteration 37Q: 3 clusters Score -1279341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1279345.000000 Penalty: 4766.554199
	Iteration 38Q: 3 clusters Score -1279345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1279350.625000 Penalty: 4766.554199
	Iteration 39Q: 3 clusters Score -1279351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1279353.375000 Penalty: 4766.554199
	Iteration 40F: 3 clusters Score -1279353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1279354.125000 Penalty: 4766.554199
	Iteration 41Q: 3 clusters Score -1279354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1279355.500000 Penalty: 4766.554199
	Iteration 42Q: 3 clusters Score -1279356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1279362.750000 Penalty: 4766.554199
	Iteration 43Q: 3 clusters Score -1279363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1279365.375000 Penalty: 4766.554199
	Iteration 44Q: 3 clusters Score -1279365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1279366.000000 Penalty: 4766.554199
	Iteration 45Q: 3 clusters Score -1279366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1279365.500000 Penalty: 4766.554199
	Iteration 46Q: 3 clusters Score -1279366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1279365.875000 Penalty: 4766.554199
	Iteration 47Q: 3 clusters Score -1279366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1279366.250000 Penalty: 4766.554199
	Iteration 48Q: 3 clusters Score -1279366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1279366.250000 Penalty: 4766.554199
	Iteration 49F: 3 clusters Score -1279366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Entering Unmasked Estep 
Score: -826100.125000 Penalty: 2272.719727
	Iteration 0F: 2 clusters Score -826100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -818714.125000 Penalty: 4545.439453
	Iteration 0F: 3 clusters Score -818714.1 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -820767.125000 Penalty: 4545.439453
	Iteration 1F: 3 clusters Score -820767.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -821021.437500 Penalty: 4545.439453
	Iteration 2F: 3 clusters Score -821021.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -821188.375000 Penalty: 4545.439453
	Iteration 3Q: 3 clusters Score -821188.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -821302.125000 Penalty: 4545.439453
	Iteration 4Q: 3 clusters Score -821302.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -821396.312500 Penalty: 4545.439453
	Iteration 5Q: 3 clusters Score -821396.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -821479.812500 Penalty: 4545.439453
	Iteration 6Q: 3 clusters Score -821479.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -821551.500000 Penalty: 4545.439453
	Iteration 7Q: 3 clusters Score -821551.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -821605.562500 Penalty: 4545.439453
	Iteration 8Q: 3 clusters Score -821605.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -821648.062500 Penalty: 4545.439453
	Iteration 9Q: 3 clusters Score -821648.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -821682.875000 Penalty: 4545.439453
	Iteration 10Q: 3 clusters Score -821682.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -821716.812500 Penalty: 4545.439453
	Iteration 11Q: 3 clusters Score -821716.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -821750.750000 Penalty: 4545.439453
	Iteration 12Q: 3 clusters Score -821750.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -821780.625000 Penalty: 4545.439453
	Iteration 13Q: 3 clusters Score -821780.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -821807.500000 Penalty: 4545.439453
	Iteration 14Q: 3 clusters Score -821807.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -821833.562500 Penalty: 4545.439453
	Iteration 15Q: 3 clusters Score -821833.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -821871.062500 Penalty: 4545.439453
	Iteration 16Q: 3 clusters Score -821871.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -821910.062500 Penalty: 4545.439453
	Iteration 17Q: 3 clusters Score -821910.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -821943.750000 Penalty: 4545.439453
	Iteration 18Q: 3 clusters Score -821943.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -821992.125000 Penalty: 4545.439453
	Iteration 19Q: 3 clusters Score -821992.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -822042.812500 Penalty: 4545.439453
	Iteration 20F: 3 clusters Score -822042.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -822110.000000 Penalty: 4545.439453
	Iteration 21Q: 3 clusters Score -822110 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -822203.750000 Penalty: 4545.439453
	Iteration 22Q: 3 clusters Score -822203.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -822321.375000 Penalty: 4545.439453
	Iteration 23Q: 3 clusters Score -822321.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -822469.562500 Penalty: 4545.439453
	Iteration 24Q: 3 clusters Score -822469.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -822663.125000 Penalty: 4545.439453
	Iteration 25Q: 3 clusters Score -822663.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -822883.375000 Penalty: 4545.439453
	Iteration 26Q: 3 clusters Score -822883.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -823113.875000 Penalty: 4545.439453
	Iteration 27Q: 3 clusters Score -823113.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -823353.250000 Penalty: 4545.439453
	Iteration 28Q: 3 clusters Score -823353.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -823549.687500 Penalty: 4545.439453
	Iteration 29Q: 3 clusters Score -823549.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -823699.562500 Penalty: 4545.439453
	Iteration 30Q: 3 clusters Score -823699.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -823821.187500 Penalty: 4545.439453
	Iteration 31Q: 3 clusters Score -823821.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -823899.750000 Penalty: 4545.439453
	Iteration 32Q: 3 clusters Score -823899.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -823956.687500 Penalty: 4545.439453
	Iteration 33Q: 3 clusters Score -823956.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -823996.812500 Penalty: 4545.439453
	Iteration 34Q: 3 clusters Score -823996.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -824028.937500 Penalty: 4545.439453
	Iteration 35Q: 3 clusters Score -824028.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -824059.000000 Penalty: 4545.439453
	Iteration 36Q: 3 clusters Score -824059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -824078.437500 Penalty: 4545.439453
	Iteration 37Q: 3 clusters Score -824078.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -824093.875000 Penalty: 4545.439453
	Iteration 38Q: 3 clusters Score -824093.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -824109.312500 Penalty: 4545.439453
	Iteration 39Q: 3 clusters Score -824109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -824124.375000 Penalty: 4545.439453
	Iteration 40F: 3 clusters Score -824124.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -824141.687500 Penalty: 4545.439453
	Iteration 41Q: 3 clusters Score -824141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -824146.875000 Penalty: 4545.439453
	Iteration 42Q: 3 clusters Score -824146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -824151.000000 Penalty: 4545.439453
	Iteration 43Q: 3 clusters Score -824151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -824157.562500 Penalty: 4545.439453
	Iteration 44Q: 3 clusters Score -824157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -824164.125000 Penalty: 4545.439453
	Iteration 45Q: 3 clusters Score -824164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -824171.187500 Penalty: 4545.439453
	Iteration 46Q: 3 clusters Score -824171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -824175.500000 Penalty: 4545.439453
	Iteration 47Q: 3 clusters Score -824175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -824179.062500 Penalty: 4545.439453
	Iteration 48Q: 3 clusters Score -824179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -824183.437500 Penalty: 4545.439453
	Iteration 49Q: 3 clusters Score -824183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -824184.937500 Penalty: 4545.439453
	Iteration 50Q: 3 clusters Score -824184.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -824185.625000 Penalty: 4545.439453
	Iteration 51Q: 3 clusters Score -824185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -824186.437500 Penalty: 4545.439453
	Iteration 52Q: 3 clusters Score -824186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -824188.250000 Penalty: 4545.439453
	Iteration 53Q: 3 clusters Score -824188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -824188.250000 Penalty: 4545.439453
	Iteration 54F: 3 clusters Score -824188.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -257264.578125 Penalty: 2008.764893
	Iteration 0F: 2 clusters Score -257264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -253832.609375 Penalty: 4017.529785
	Iteration 0F: 3 clusters Score -253832.6 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -254608.156250 Penalty: 4017.529785
	Iteration 1F: 3 clusters Score -254608.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -254782.718750 Penalty: 4017.529785
	Iteration 2F: 3 clusters Score -254782.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -254867.781250 Penalty: 4017.529785
	Iteration 3Q: 3 clusters Score -254867.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -254918.156250 Penalty: 4017.529785
	Iteration 4Q: 3 clusters Score -254918.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -254958.984375 Penalty: 4017.529785
	Iteration 5Q: 3 clusters Score -254959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -254987.609375 Penalty: 4017.529785
	Iteration 6Q: 3 clusters Score -254987.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -255011.906250 Penalty: 4017.529785
	Iteration 7Q: 3 clusters Score -255011.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -255034.828125 Penalty: 4017.529785
	Iteration 8Q: 3 clusters Score -255034.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -255056.578125 Penalty: 4017.529785
	Iteration 9Q: 3 clusters Score -255056.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -255073.890625 Penalty: 4017.529785
	Iteration 10Q: 3 clusters Score -255073.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -255084.328125 Penalty: 4017.529785
	Iteration 11Q: 3 clusters Score -255084.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -255094.078125 Penalty: 4017.529785
	Iteration 12Q: 3 clusters Score -255094.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -255103.078125 Penalty: 4017.529785
	Iteration 13Q: 3 clusters Score -255103.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -255110.843750 Penalty: 4017.529785
	Iteration 14Q: 3 clusters Score -255110.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -255115.593750 Penalty: 4017.529785
	Iteration 15Q: 3 clusters Score -255115.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -255121.531250 Penalty: 4017.529785
	Iteration 16Q: 3 clusters Score -255121.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -255127.859375 Penalty: 4017.529785
	Iteration 17Q: 3 clusters Score -255127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -255133.687500 Penalty: 4017.529785
	Iteration 18Q: 3 clusters Score -255133.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -255141.781250 Penalty: 4017.529785
	Iteration 19Q: 3 clusters Score -255141.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -255146.875000 Penalty: 4017.529785
	Iteration 20F: 3 clusters Score -255146.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -255154.593750 Penalty: 4017.529785
	Iteration 21Q: 3 clusters Score -255154.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -255159.437500 Penalty: 4017.529785
	Iteration 22Q: 3 clusters Score -255159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -255163.812500 Penalty: 4017.529785
	Iteration 23Q: 3 clusters Score -255163.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -255168.875000 Penalty: 4017.529785
	Iteration 24Q: 3 clusters Score -255168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -255172.015625 Penalty: 4017.529785
	Iteration 25Q: 3 clusters Score -255172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -255173.515625 Penalty: 4017.529785
	Iteration 26Q: 3 clusters Score -255173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -255173.953125 Penalty: 4017.529785
	Iteration 27Q: 3 clusters Score -255174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -255175.812500 Penalty: 4017.529785
	Iteration 28Q: 3 clusters Score -255175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -255177.468750 Penalty: 4017.529785
	Iteration 29Q: 3 clusters Score -255177.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -255179.046875 Penalty: 4017.529785
	Iteration 30Q: 3 clusters Score -255179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -255180.250000 Penalty: 4017.529785
	Iteration 31Q: 3 clusters Score -255180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -255180.984375 Penalty: 4017.529785
	Iteration 32Q: 3 clusters Score -255181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -255184.859375 Penalty: 4017.529785
	Iteration 33Q: 3 clusters Score -255184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -255188.406250 Penalty: 4017.529785
	Iteration 34Q: 3 clusters Score -255188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -255190.171875 Penalty: 4017.529785
	Iteration 35Q: 3 clusters Score -255190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -255193.234375 Penalty: 4017.529785
	Iteration 36Q: 3 clusters Score -255193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -255198.125000 Penalty: 4017.529785
	Iteration 37Q: 3 clusters Score -255198.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -255202.281250 Penalty: 4017.529785
	Iteration 38Q: 3 clusters Score -255202.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -255208.687500 Penalty: 4017.529785
	Iteration 39Q: 3 clusters Score -255208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -255212.656250 Penalty: 4017.529785
	Iteration 40F: 3 clusters Score -255212.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -255220.546875 Penalty: 4017.529785
	Iteration 41Q: 3 clusters Score -255220.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -255225.609375 Penalty: 4017.529785
	Iteration 42Q: 3 clusters Score -255225.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -255231.453125 Penalty: 4017.529785
	Iteration 43Q: 3 clusters Score -255231.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -255239.531250 Penalty: 4017.529785
	Iteration 44Q: 3 clusters Score -255239.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -255247.609375 Penalty: 4017.529785
	Iteration 45Q: 3 clusters Score -255247.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -255255.484375 Penalty: 4017.529785
	Iteration 46Q: 3 clusters Score -255255.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -255261.703125 Penalty: 4017.529785
	Iteration 47Q: 3 clusters Score -255261.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -255267.984375 Penalty: 4017.529785
	Iteration 48Q: 3 clusters Score -255268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -255275.093750 Penalty: 4017.529785
	Iteration 49Q: 3 clusters Score -255275.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -255287.640625 Penalty: 4017.529785
	Iteration 50Q: 3 clusters Score -255287.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -255305.859375 Penalty: 4017.529785
	Iteration 51Q: 3 clusters Score -255305.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -255327.046875 Penalty: 4017.529785
	Iteration 52Q: 3 clusters Score -255327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -255348.203125 Penalty: 4017.529785
	Iteration 53Q: 3 clusters Score -255348.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -255365.437500 Penalty: 4017.529785
	Iteration 54Q: 3 clusters Score -255365.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -255384.296875 Penalty: 4017.529785
	Iteration 55Q: 3 clusters Score -255384.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -255395.828125 Penalty: 4017.529785
	Iteration 56Q: 3 clusters Score -255395.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -255406.812500 Penalty: 4017.529785
	Iteration 57Q: 3 clusters Score -255406.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -255419.828125 Penalty: 4017.529785
	Iteration 58Q: 3 clusters Score -255419.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -255438.390625 Penalty: 4017.529785
	Iteration 59Q: 3 clusters Score -255438.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -255460.109375 Penalty: 4017.529785
	Iteration 60F: 3 clusters Score -255460.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -255482.578125 Penalty: 4017.529785
	Iteration 61Q: 3 clusters Score -255482.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -255501.750000 Penalty: 4017.529785
	Iteration 62Q: 3 clusters Score -255501.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -255516.734375 Penalty: 4017.529785
	Iteration 63Q: 3 clusters Score -255516.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -255536.062500 Penalty: 4017.529785
	Iteration 64Q: 3 clusters Score -255536.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -255553.468750 Penalty: 4017.529785
	Iteration 65Q: 3 clusters Score -255553.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -255571.312500 Penalty: 4017.529785
	Iteration 66Q: 3 clusters Score -255571.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -255590.890625 Penalty: 4017.529785
	Iteration 67Q: 3 clusters Score -255590.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -255610.203125 Penalty: 4017.529785
	Iteration 68Q: 3 clusters Score -255610.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -255627.015625 Penalty: 4017.529785
	Iteration 69Q: 3 clusters Score -255627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -255643.671875 Penalty: 4017.529785
	Iteration 70Q: 3 clusters Score -255643.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -255657.906250 Penalty: 4017.529785
	Iteration 71Q: 3 clusters Score -255657.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -255675.031250 Penalty: 4017.529785
	Iteration 72Q: 3 clusters Score -255675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -255696.140625 Penalty: 4017.529785
	Iteration 73Q: 3 clusters Score -255696.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -255719.843750 Penalty: 4017.529785
	Iteration 74Q: 3 clusters Score -255719.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -255743.546875 Penalty: 4017.529785
	Iteration 75Q: 3 clusters Score -255743.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -255754.671875 Penalty: 4017.529785
	Iteration 76Q: 3 clusters Score -255754.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -255771.328125 Penalty: 4017.529785
	Iteration 77Q: 3 clusters Score -255771.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -255782.656250 Penalty: 4017.529785
	Iteration 78Q: 3 clusters Score -255782.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -255795.921875 Penalty: 4017.529785
	Iteration 79Q: 3 clusters Score -255795.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -255807.265625 Penalty: 4017.529785
	Iteration 80F: 3 clusters Score -255807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -255816.375000 Penalty: 4017.529785
	Iteration 81Q: 3 clusters Score -255816.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -255823.718750 Penalty: 4017.529785
	Iteration 82Q: 3 clusters Score -255823.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -255829.031250 Penalty: 4017.529785
	Iteration 83Q: 3 clusters Score -255829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -255832.875000 Penalty: 4017.529785
	Iteration 84Q: 3 clusters Score -255832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -255835.968750 Penalty: 4017.529785
	Iteration 85Q: 3 clusters Score -255836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -255840.843750 Penalty: 4017.529785
	Iteration 86Q: 3 clusters Score -255840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -255843.734375 Penalty: 4017.529785
	Iteration 87Q: 3 clusters Score -255843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -255845.843750 Penalty: 4017.529785
	Iteration 88Q: 3 clusters Score -255845.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -255850.125000 Penalty: 4017.529785
	Iteration 89Q: 3 clusters Score -255850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -255854.328125 Penalty: 4017.529785
	Iteration 90Q: 3 clusters Score -255854.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -255860.640625 Penalty: 4017.529785
	Iteration 91Q: 3 clusters Score -255860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255864.375000 Penalty: 4017.529785
	Iteration 92Q: 3 clusters Score -255864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -255871.593750 Penalty: 4017.529785
	Iteration 93Q: 3 clusters Score -255871.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -255878.359375 Penalty: 4017.529785
	Iteration 94Q: 3 clusters Score -255878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -255882.468750 Penalty: 4017.529785
	Iteration 95Q: 3 clusters Score -255882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -255886.078125 Penalty: 4017.529785
	Iteration 96Q: 3 clusters Score -255886.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -255891.781250 Penalty: 4017.529785
	Iteration 97Q: 3 clusters Score -255891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255896.468750 Penalty: 4017.529785
	Iteration 98Q: 3 clusters Score -255896.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -255903.000000 Penalty: 4017.529785
	Iteration 99Q: 3 clusters Score -255903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -255907.296875 Penalty: 4017.529785
	Iteration 100F: 3 clusters Score -255907.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -255913.703125 Penalty: 4017.529785
	Iteration 101Q: 3 clusters Score -255913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -255922.656250 Penalty: 4017.529785
	Iteration 102Q: 3 clusters Score -255922.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -255935.250000 Penalty: 4017.529785
	Iteration 103Q: 3 clusters Score -255935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -255944.921875 Penalty: 4017.529785
	Iteration 104Q: 3 clusters Score -255944.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -255954.093750 Penalty: 4017.529785
	Iteration 105Q: 3 clusters Score -255954.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -255962.171875 Penalty: 4017.529785
	Iteration 106Q: 3 clusters Score -255962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -255969.593750 Penalty: 4017.529785
	Iteration 107Q: 3 clusters Score -255969.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -255978.015625 Penalty: 4017.529785
	Iteration 108Q: 3 clusters Score -255978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -255986.281250 Penalty: 4017.529785
	Iteration 109Q: 3 clusters Score -255986.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -255993.859375 Penalty: 4017.529785
	Iteration 110Q: 3 clusters Score -255993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -256000.953125 Penalty: 4017.529785
	Iteration 111Q: 3 clusters Score -256001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -256003.875000 Penalty: 4017.529785
	Iteration 112Q: 3 clusters Score -256003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -256008.859375 Penalty: 4017.529785
	Iteration 113Q: 3 clusters Score -256008.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -256018.906250 Penalty: 4017.529785
	Iteration 114Q: 3 clusters Score -256018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -256025.453125 Penalty: 4017.529785
	Iteration 115Q: 3 clusters Score -256025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -256029.812500 Penalty: 4017.529785
	Iteration 116Q: 3 clusters Score -256029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -256033.609375 Penalty: 4017.529785
	Iteration 117Q: 3 clusters Score -256033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -256037.968750 Penalty: 4017.529785
	Iteration 118Q: 3 clusters Score -256038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -256041.109375 Penalty: 4017.529785
	Iteration 119Q: 3 clusters Score -256041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -256043.671875 Penalty: 4017.529785
	Iteration 120F: 3 clusters Score -256043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -256044.343750 Penalty: 4017.529785
	Iteration 121Q: 3 clusters Score -256044.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -256044.343750 Penalty: 4017.529785
	Iteration 122F: 3 clusters Score -256044.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Entering Unmasked Estep 
Score: -1040995.187500 Penalty: 2341.676758
	Iteration 0F: 2 clusters Score -1040995 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 6248 members 
Entering Unmasked Estep 
Score: -1031754.125000 Penalty: 4683.353516
	Iteration 0F: 3 clusters Score -1031754 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1034723.187500 Penalty: 4683.353516
	Iteration 1F: 3 clusters Score -1034723 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1035241.937500 Penalty: 4683.353516
	Iteration 2F: 3 clusters Score -1035242 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1035796.312500 Penalty: 4683.353516
	Iteration 3F: 3 clusters Score -1035796 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1036332.500000 Penalty: 4683.353516
	Iteration 4F: 3 clusters Score -1036332 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1036781.562500 Penalty: 4683.353516
	Iteration 5F: 3 clusters Score -1036782 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1037210.437500 Penalty: 4683.353516
	Iteration 6F: 3 clusters Score -1037210 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1037624.625000 Penalty: 4683.353516
	Iteration 7Q: 3 clusters Score -1037625 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1037982.562500 Penalty: 4683.353516
	Iteration 8Q: 3 clusters Score -1037983 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1038330.250000 Penalty: 4683.353516
	Iteration 9Q: 3 clusters Score -1038330 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1038627.437500 Penalty: 4683.353516
	Iteration 10Q: 3 clusters Score -1038627 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1038852.187500 Penalty: 4683.353516
	Iteration 11Q: 3 clusters Score -1038852 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1039010.062500 Penalty: 4683.353516
	Iteration 12Q: 3 clusters Score -1039010 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1039125.500000 Penalty: 4683.353516
	Iteration 13Q: 3 clusters Score -1039126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1039219.250000 Penalty: 4683.353516
	Iteration 14Q: 3 clusters Score -1039219 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1039309.500000 Penalty: 4683.353516
	Iteration 15Q: 3 clusters Score -1039310 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1039391.875000 Penalty: 4683.353516
	Iteration 16Q: 3 clusters Score -1039392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1039443.125000 Penalty: 4683.353516
	Iteration 17Q: 3 clusters Score -1039443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1039479.312500 Penalty: 4683.353516
	Iteration 18Q: 3 clusters Score -1039479 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1039514.187500 Penalty: 4683.353516
	Iteration 19Q: 3 clusters Score -1039514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1039531.750000 Penalty: 4683.353516
	Iteration 20F: 3 clusters Score -1039532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1039538.062500 Penalty: 4683.353516
	Iteration 21Q: 3 clusters Score -1039538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1039545.937500 Penalty: 4683.353516
	Iteration 22Q: 3 clusters Score -1039546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1039559.875000 Penalty: 4683.353516
	Iteration 23Q: 3 clusters Score -1039560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1039565.875000 Penalty: 4683.353516
	Iteration 24Q: 3 clusters Score -1039566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1039572.250000 Penalty: 4683.353516
	Iteration 25Q: 3 clusters Score -1039572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1039576.812500 Penalty: 4683.353516
	Iteration 26Q: 3 clusters Score -1039577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1039579.500000 Penalty: 4683.353516
	Iteration 27Q: 3 clusters Score -1039580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1039583.750000 Penalty: 4683.353516
	Iteration 28Q: 3 clusters Score -1039584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1039587.437500 Penalty: 4683.353516
	Iteration 29Q: 3 clusters Score -1039587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1039593.875000 Penalty: 4683.353516
	Iteration 30Q: 3 clusters Score -1039594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1039595.937500 Penalty: 4683.353516
	Iteration 31Q: 3 clusters Score -1039596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1039602.875000 Penalty: 4683.353516
	Iteration 32Q: 3 clusters Score -1039603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1039607.000000 Penalty: 4683.353516
	Iteration 33Q: 3 clusters Score -1039607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1039610.687500 Penalty: 4683.353516
	Iteration 34Q: 3 clusters Score -1039611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1039614.187500 Penalty: 4683.353516
	Iteration 35Q: 3 clusters Score -1039614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1039616.562500 Penalty: 4683.353516
	Iteration 36Q: 3 clusters Score -1039617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1039620.187500 Penalty: 4683.353516
	Iteration 37Q: 3 clusters Score -1039620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1039623.625000 Penalty: 4683.353516
	Iteration 38Q: 3 clusters Score -1039624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1039625.437500 Penalty: 4683.353516
	Iteration 39Q: 3 clusters Score -1039625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1039625.312500 Penalty: 4683.353516
	Iteration 40F: 3 clusters Score -1039625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1039622.812500 Penalty: 4683.353516
	Iteration 41Q: 3 clusters Score -1039623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1039622.812500 Penalty: 4683.353516
	Iteration 42F: 3 clusters Score -1039623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Entering Unmasked Estep 
Score: -601390.750000 Penalty: 2212.687012
	Iteration 0F: 2 clusters Score -601390.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -595314.062500 Penalty: 4425.374023
	Iteration 0F: 3 clusters Score -595314.1 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -596846.125000 Penalty: 4425.374023
	Iteration 1F: 3 clusters Score -596846.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -597124.875000 Penalty: 4425.374023
	Iteration 2F: 3 clusters Score -597124.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -597314.000000 Penalty: 4425.374023
	Iteration 3F: 3 clusters Score -597314 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -597476.250000 Penalty: 4425.374023
	Iteration 4Q: 3 clusters Score -597476.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -597623.125000 Penalty: 4425.374023
	Iteration 5Q: 3 clusters Score -597623.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -597731.062500 Penalty: 4425.374023
	Iteration 6Q: 3 clusters Score -597731.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -597829.250000 Penalty: 4425.374023
	Iteration 7Q: 3 clusters Score -597829.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -597944.312500 Penalty: 4425.374023
	Iteration 8Q: 3 clusters Score -597944.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -598054.875000 Penalty: 4425.374023
	Iteration 9Q: 3 clusters Score -598054.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -598178.312500 Penalty: 4425.374023
	Iteration 10Q: 3 clusters Score -598178.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -598298.437500 Penalty: 4425.374023
	Iteration 11Q: 3 clusters Score -598298.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -598459.875000 Penalty: 4425.374023
	Iteration 12Q: 3 clusters Score -598459.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -598627.375000 Penalty: 4425.374023
	Iteration 13Q: 3 clusters Score -598627.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -598797.250000 Penalty: 4425.374023
	Iteration 14Q: 3 clusters Score -598797.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -598934.875000 Penalty: 4425.374023
	Iteration 15Q: 3 clusters Score -598934.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -599047.750000 Penalty: 4425.374023
	Iteration 16Q: 3 clusters Score -599047.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -599154.125000 Penalty: 4425.374023
	Iteration 17Q: 3 clusters Score -599154.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -599263.562500 Penalty: 4425.374023
	Iteration 18Q: 3 clusters Score -599263.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -599365.625000 Penalty: 4425.374023
	Iteration 19Q: 3 clusters Score -599365.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -599428.312500 Penalty: 4425.374023
	Iteration 20F: 3 clusters Score -599428.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -599474.125000 Penalty: 4425.374023
	Iteration 21Q: 3 clusters Score -599474.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -599524.500000 Penalty: 4425.374023
	Iteration 22Q: 3 clusters Score -599524.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -599581.937500 Penalty: 4425.374023
	Iteration 23Q: 3 clusters Score -599581.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -599632.687500 Penalty: 4425.374023
	Iteration 24Q: 3 clusters Score -599632.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -599667.562500 Penalty: 4425.374023
	Iteration 25Q: 3 clusters Score -599667.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -599689.437500 Penalty: 4425.374023
	Iteration 26Q: 3 clusters Score -599689.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -599701.562500 Penalty: 4425.374023
	Iteration 27Q: 3 clusters Score -599701.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -599714.250000 Penalty: 4425.374023
	Iteration 28Q: 3 clusters Score -599714.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -599726.125000 Penalty: 4425.374023
	Iteration 29Q: 3 clusters Score -599726.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -599740.125000 Penalty: 4425.374023
	Iteration 30Q: 3 clusters Score -599740.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -599747.062500 Penalty: 4425.374023
	Iteration 31Q: 3 clusters Score -599747.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -599754.625000 Penalty: 4425.374023
	Iteration 32Q: 3 clusters Score -599754.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -599765.250000 Penalty: 4425.374023
	Iteration 33Q: 3 clusters Score -599765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -599773.375000 Penalty: 4425.374023
	Iteration 34Q: 3 clusters Score -599773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -599779.562500 Penalty: 4425.374023
	Iteration 35Q: 3 clusters Score -599779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -599779.625000 Penalty: 4425.374023
	Iteration 36Q: 3 clusters Score -599779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -599779.625000 Penalty: 4425.374023
	Iteration 37F: 3 clusters Score -599779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Entering Unmasked Estep 
Score: -680704.562500 Penalty: 2220.053467
	Iteration 0F: 2 clusters Score -680704.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -674445.312500 Penalty: 4440.106934
	Iteration 0F: 3 clusters Score -674445.3 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -676169.062500 Penalty: 4440.106934
	Iteration 1F: 3 clusters Score -676169.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -676425.937500 Penalty: 4440.106934
	Iteration 2F: 3 clusters Score -676425.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -676598.187500 Penalty: 4440.106934
	Iteration 3Q: 3 clusters Score -676598.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -676734.500000 Penalty: 4440.106934
	Iteration 4Q: 3 clusters Score -676734.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -676835.562500 Penalty: 4440.106934
	Iteration 5Q: 3 clusters Score -676835.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -676930.687500 Penalty: 4440.106934
	Iteration 6Q: 3 clusters Score -676930.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -677025.875000 Penalty: 4440.106934
	Iteration 7Q: 3 clusters Score -677025.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -677133.437500 Penalty: 4440.106934
	Iteration 8Q: 3 clusters Score -677133.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -677243.625000 Penalty: 4440.106934
	Iteration 9Q: 3 clusters Score -677243.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -677366.250000 Penalty: 4440.106934
	Iteration 10Q: 3 clusters Score -677366.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -677498.000000 Penalty: 4440.106934
	Iteration 11Q: 3 clusters Score -677498 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -677637.187500 Penalty: 4440.106934
	Iteration 12Q: 3 clusters Score -677637.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -677763.562500 Penalty: 4440.106934
	Iteration 13Q: 3 clusters Score -677763.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -677883.625000 Penalty: 4440.106934
	Iteration 14Q: 3 clusters Score -677883.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -677994.125000 Penalty: 4440.106934
	Iteration 15Q: 3 clusters Score -677994.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -678110.000000 Penalty: 4440.106934
	Iteration 16Q: 3 clusters Score -678110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -678209.562500 Penalty: 4440.106934
	Iteration 17Q: 3 clusters Score -678209.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -678294.562500 Penalty: 4440.106934
	Iteration 18Q: 3 clusters Score -678294.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -678361.437500 Penalty: 4440.106934
	Iteration 19Q: 3 clusters Score -678361.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -678413.125000 Penalty: 4440.106934
	Iteration 20F: 3 clusters Score -678413.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -678453.437500 Penalty: 4440.106934
	Iteration 21Q: 3 clusters Score -678453.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -678483.375000 Penalty: 4440.106934
	Iteration 22Q: 3 clusters Score -678483.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -678513.562500 Penalty: 4440.106934
	Iteration 23Q: 3 clusters Score -678513.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -678551.062500 Penalty: 4440.106934
	Iteration 24Q: 3 clusters Score -678551.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -678576.187500 Penalty: 4440.106934
	Iteration 25Q: 3 clusters Score -678576.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -678605.187500 Penalty: 4440.106934
	Iteration 26Q: 3 clusters Score -678605.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -678634.750000 Penalty: 4440.106934
	Iteration 27Q: 3 clusters Score -678634.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -678655.312500 Penalty: 4440.106934
	Iteration 28Q: 3 clusters Score -678655.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -678674.437500 Penalty: 4440.106934
	Iteration 29Q: 3 clusters Score -678674.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -678688.812500 Penalty: 4440.106934
	Iteration 30Q: 3 clusters Score -678688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -678701.750000 Penalty: 4440.106934
	Iteration 31Q: 3 clusters Score -678701.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -678716.500000 Penalty: 4440.106934
	Iteration 32Q: 3 clusters Score -678716.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -678723.312500 Penalty: 4440.106934
	Iteration 33Q: 3 clusters Score -678723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -678732.375000 Penalty: 4440.106934
	Iteration 34Q: 3 clusters Score -678732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -678739.312500 Penalty: 4440.106934
	Iteration 35Q: 3 clusters Score -678739.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -678744.125000 Penalty: 4440.106934
	Iteration 36Q: 3 clusters Score -678744.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -678756.250000 Penalty: 4440.106934
	Iteration 37Q: 3 clusters Score -678756.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -678766.687500 Penalty: 4440.106934
	Iteration 38Q: 3 clusters Score -678766.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -678777.062500 Penalty: 4440.106934
	Iteration 39Q: 3 clusters Score -678777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -678781.687500 Penalty: 4440.106934
	Iteration 40F: 3 clusters Score -678781.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -678788.687500 Penalty: 4440.106934
	Iteration 41Q: 3 clusters Score -678788.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -678793.125000 Penalty: 4440.106934
	Iteration 42Q: 3 clusters Score -678793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -678795.250000 Penalty: 4440.106934
	Iteration 43Q: 3 clusters Score -678795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -678797.750000 Penalty: 4440.106934
	Iteration 44Q: 3 clusters Score -678797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -678805.000000 Penalty: 4440.106934
	Iteration 45Q: 3 clusters Score -678805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -678810.062500 Penalty: 4440.106934
	Iteration 46Q: 3 clusters Score -678810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -678817.937500 Penalty: 4440.106934
	Iteration 47Q: 3 clusters Score -678817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -678821.625000 Penalty: 4440.106934
	Iteration 48Q: 3 clusters Score -678821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -678824.125000 Penalty: 4440.106934
	Iteration 49Q: 3 clusters Score -678824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -678825.125000 Penalty: 4440.106934
	Iteration 50Q: 3 clusters Score -678825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -678825.437500 Penalty: 4440.106934
	Iteration 51Q: 3 clusters Score -678825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -678825.437500 Penalty: 4440.106934
	Iteration 52F: 3 clusters Score -678825.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Entering Unmasked Estep 
Score: -2045954.375000 Penalty: 2496.417969
	Iteration 0F: 2 clusters Score -2045954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2029598.250000 Penalty: 4992.835938
	Iteration 0F: 3 clusters Score -2029598 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2035573.500000 Penalty: 4992.835938
	Iteration 1F: 3 clusters Score -2035574 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2036417.875000 Penalty: 4992.835938
	Iteration 2F: 3 clusters Score -2036418 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2037470.250000 Penalty: 4992.835938
	Iteration 3F: 3 clusters Score -2037470 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2038609.875000 Penalty: 4992.835938
	Iteration 4F: 3 clusters Score -2038610 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2039564.625000 Penalty: 4992.835938
	Iteration 5F: 3 clusters Score -2039565 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2040248.750000 Penalty: 4992.835938
	Iteration 6F: 3 clusters Score -2040249 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2040745.125000 Penalty: 4992.835938
	Iteration 7Q: 3 clusters Score -2040745 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2041102.875000 Penalty: 4992.835938
	Iteration 8Q: 3 clusters Score -2041103 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2041410.625000 Penalty: 4992.835938
	Iteration 9Q: 3 clusters Score -2041411 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2041667.750000 Penalty: 4992.835938
	Iteration 10Q: 3 clusters Score -2041668 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2041921.500000 Penalty: 4992.835938
	Iteration 11Q: 3 clusters Score -2041922 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2042170.875000 Penalty: 4992.835938
	Iteration 12Q: 3 clusters Score -2042171 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2042406.875000 Penalty: 4992.835938
	Iteration 13Q: 3 clusters Score -2042407 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2042627.125000 Penalty: 4992.835938
	Iteration 14Q: 3 clusters Score -2042627 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2042804.500000 Penalty: 4992.835938
	Iteration 15Q: 3 clusters Score -2042804 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2042971.000000 Penalty: 4992.835938
	Iteration 16Q: 3 clusters Score -2042971 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2043118.625000 Penalty: 4992.835938
	Iteration 17Q: 3 clusters Score -2043119 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2043248.250000 Penalty: 4992.835938
	Iteration 18Q: 3 clusters Score -2043248 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2043355.250000 Penalty: 4992.835938
	Iteration 19Q: 3 clusters Score -2043355 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2043429.750000 Penalty: 4992.835938
	Iteration 20F: 3 clusters Score -2043430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2043474.625000 Penalty: 4992.835938
	Iteration 21Q: 3 clusters Score -2043475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2043525.375000 Penalty: 4992.835938
	Iteration 22Q: 3 clusters Score -2043525 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2043574.125000 Penalty: 4992.835938
	Iteration 23Q: 3 clusters Score -2043574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2043617.875000 Penalty: 4992.835938
	Iteration 24Q: 3 clusters Score -2043618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2043660.625000 Penalty: 4992.835938
	Iteration 25Q: 3 clusters Score -2043661 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2043687.375000 Penalty: 4992.835938
	Iteration 26Q: 3 clusters Score -2043687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2043713.750000 Penalty: 4992.835938
	Iteration 27Q: 3 clusters Score -2043714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2043737.000000 Penalty: 4992.835938
	Iteration 28Q: 3 clusters Score -2043737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2043757.250000 Penalty: 4992.835938
	Iteration 29Q: 3 clusters Score -2043757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2043775.375000 Penalty: 4992.835938
	Iteration 30Q: 3 clusters Score -2043775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2043788.875000 Penalty: 4992.835938
	Iteration 31Q: 3 clusters Score -2043789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2043803.250000 Penalty: 4992.835938
	Iteration 32Q: 3 clusters Score -2043803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2043821.250000 Penalty: 4992.835938
	Iteration 33Q: 3 clusters Score -2043821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2043829.875000 Penalty: 4992.835938
	Iteration 34Q: 3 clusters Score -2043830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2043837.875000 Penalty: 4992.835938
	Iteration 35Q: 3 clusters Score -2043838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2043843.750000 Penalty: 4992.835938
	Iteration 36Q: 3 clusters Score -2043844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2043846.250000 Penalty: 4992.835938
	Iteration 37Q: 3 clusters Score -2043846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2043847.000000 Penalty: 4992.835938
	Iteration 38Q: 3 clusters Score -2043847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2043855.375000 Penalty: 4992.835938
	Iteration 39Q: 3 clusters Score -2043855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2043856.875000 Penalty: 4992.835938
	Iteration 40F: 3 clusters Score -2043857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2043858.375000 Penalty: 4992.835938
	Iteration 41Q: 3 clusters Score -2043858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2043859.125000 Penalty: 4992.835938
	Iteration 42Q: 3 clusters Score -2043859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2043856.250000 Penalty: 4992.835938
	Iteration 43Q: 3 clusters Score -2043856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2043859.625000 Penalty: 4992.835938
	Iteration 44Q: 3 clusters Score -2043860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2043862.500000 Penalty: 4992.835938
	Iteration 45Q: 3 clusters Score -2043862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -2043862.625000 Penalty: 4992.835938
	Iteration 46Q: 3 clusters Score -2043863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2043864.125000 Penalty: 4992.835938
	Iteration 47Q: 3 clusters Score -2043864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2043864.125000 Penalty: 4992.835938
	Iteration 48Q: 3 clusters Score -2043864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2043872.000000 Penalty: 4992.835938
	Iteration 49Q: 3 clusters Score -2043872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2043868.375000 Penalty: 4992.835938
	Iteration 50Q: 3 clusters Score -2043868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2043867.125000 Penalty: 4992.835938
	Iteration 51Q: 3 clusters Score -2043867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2043871.625000 Penalty: 4992.835938
	Iteration 52Q: 3 clusters Score -2043872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2043873.125000 Penalty: 4992.835938
	Iteration 53Q: 3 clusters Score -2043873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2043872.375000 Penalty: 4992.835938
	Iteration 54Q: 3 clusters Score -2043872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2043876.750000 Penalty: 4992.835938
	Iteration 55Q: 3 clusters Score -2043877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2043874.125000 Penalty: 4992.835938
	Iteration 56Q: 3 clusters Score -2043874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2043872.750000 Penalty: 4992.835938
	Iteration 57Q: 3 clusters Score -2043873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2043873.000000 Penalty: 4992.835938
	Iteration 58Q: 3 clusters Score -2043873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2043871.750000 Penalty: 4992.835938
	Iteration 59Q: 3 clusters Score -2043872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2043873.125000 Penalty: 4992.835938
	Iteration 60F: 3 clusters Score -2043873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2043878.625000 Penalty: 4992.835938
	Iteration 61Q: 3 clusters Score -2043879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2043878.625000 Penalty: 4992.835938
	Iteration 62Q: 3 clusters Score -2043879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2043876.500000 Penalty: 4992.835938
	Iteration 63Q: 3 clusters Score -2043876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2043876.375000 Penalty: 4992.835938
	Iteration 64Q: 3 clusters Score -2043876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2043879.625000 Penalty: 4992.835938
	Iteration 65Q: 3 clusters Score -2043880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2043879.500000 Penalty: 4992.835938
	Iteration 66Q: 3 clusters Score -2043880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2043883.500000 Penalty: 4992.835938
	Iteration 67Q: 3 clusters Score -2043884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2043883.750000 Penalty: 4992.835938
	Iteration 68Q: 3 clusters Score -2043884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2043885.000000 Penalty: 4992.835938
	Iteration 69Q: 3 clusters Score -2043885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2043886.000000 Penalty: 4992.835938
	Iteration 70Q: 3 clusters Score -2043886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2043885.250000 Penalty: 4992.835938
	Iteration 71Q: 3 clusters Score -2043885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2043885.250000 Penalty: 4992.835938
	Iteration 72F: 3 clusters Score -2043885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Entering Unmasked Estep 
Score: -405053.312500 Penalty: 2092.016113
	Iteration 0F: 2 clusters Score -405053.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -400792.093750 Penalty: 4184.032227
	Iteration 0F: 3 clusters Score -400792.1 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -401735.250000 Penalty: 4184.032227
	Iteration 1F: 3 clusters Score -401735.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -401921.843750 Penalty: 4184.032227
	Iteration 2F: 3 clusters Score -401921.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -402038.875000 Penalty: 4184.032227
	Iteration 3Q: 3 clusters Score -402038.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -402119.593750 Penalty: 4184.032227
	Iteration 4Q: 3 clusters Score -402119.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -402179.375000 Penalty: 4184.032227
	Iteration 5Q: 3 clusters Score -402179.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -402232.250000 Penalty: 4184.032227
	Iteration 6Q: 3 clusters Score -402232.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -402287.718750 Penalty: 4184.032227
	Iteration 7Q: 3 clusters Score -402287.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -402344.375000 Penalty: 4184.032227
	Iteration 8Q: 3 clusters Score -402344.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -402402.625000 Penalty: 4184.032227
	Iteration 9Q: 3 clusters Score -402402.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -402459.406250 Penalty: 4184.032227
	Iteration 10Q: 3 clusters Score -402459.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -402510.625000 Penalty: 4184.032227
	Iteration 11Q: 3 clusters Score -402510.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -402569.500000 Penalty: 4184.032227
	Iteration 12Q: 3 clusters Score -402569.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -402622.812500 Penalty: 4184.032227
	Iteration 13Q: 3 clusters Score -402622.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -402673.062500 Penalty: 4184.032227
	Iteration 14Q: 3 clusters Score -402673.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -402721.000000 Penalty: 4184.032227
	Iteration 15Q: 3 clusters Score -402721 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -402783.593750 Penalty: 4184.032227
	Iteration 16Q: 3 clusters Score -402783.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -402833.468750 Penalty: 4184.032227
	Iteration 17Q: 3 clusters Score -402833.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -402882.562500 Penalty: 4184.032227
	Iteration 18Q: 3 clusters Score -402882.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -402927.375000 Penalty: 4184.032227
	Iteration 19Q: 3 clusters Score -402927.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -402966.281250 Penalty: 4184.032227
	Iteration 20F: 3 clusters Score -402966.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -403000.437500 Penalty: 4184.032227
	Iteration 21Q: 3 clusters Score -403000.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -403038.562500 Penalty: 4184.032227
	Iteration 22Q: 3 clusters Score -403038.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -403066.812500 Penalty: 4184.032227
	Iteration 23Q: 3 clusters Score -403066.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -403092.687500 Penalty: 4184.032227
	Iteration 24Q: 3 clusters Score -403092.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -403112.718750 Penalty: 4184.032227
	Iteration 25Q: 3 clusters Score -403112.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -403126.812500 Penalty: 4184.032227
	Iteration 26Q: 3 clusters Score -403126.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -403139.000000 Penalty: 4184.032227
	Iteration 27Q: 3 clusters Score -403139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -403151.500000 Penalty: 4184.032227
	Iteration 28Q: 3 clusters Score -403151.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -403159.625000 Penalty: 4184.032227
	Iteration 29Q: 3 clusters Score -403159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -403169.312500 Penalty: 4184.032227
	Iteration 30Q: 3 clusters Score -403169.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -403178.312500 Penalty: 4184.032227
	Iteration 31Q: 3 clusters Score -403178.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -403183.937500 Penalty: 4184.032227
	Iteration 32Q: 3 clusters Score -403183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -403192.812500 Penalty: 4184.032227
	Iteration 33Q: 3 clusters Score -403192.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -403197.593750 Penalty: 4184.032227
	Iteration 34Q: 3 clusters Score -403197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -403199.062500 Penalty: 4184.032227
	Iteration 35Q: 3 clusters Score -403199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -403201.218750 Penalty: 4184.032227
	Iteration 36Q: 3 clusters Score -403201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -403202.218750 Penalty: 4184.032227
	Iteration 37Q: 3 clusters Score -403202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -403203.812500 Penalty: 4184.032227
	Iteration 38Q: 3 clusters Score -403203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -403206.468750 Penalty: 4184.032227
	Iteration 39Q: 3 clusters Score -403206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -403211.406250 Penalty: 4184.032227
	Iteration 40F: 3 clusters Score -403211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -403213.625000 Penalty: 4184.032227
	Iteration 41Q: 3 clusters Score -403213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -403215.593750 Penalty: 4184.032227
	Iteration 42Q: 3 clusters Score -403215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -403216.937500 Penalty: 4184.032227
	Iteration 43Q: 3 clusters Score -403216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -403218.843750 Penalty: 4184.032227
	Iteration 44Q: 3 clusters Score -403218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -403222.812500 Penalty: 4184.032227
	Iteration 45Q: 3 clusters Score -403222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -403225.093750 Penalty: 4184.032227
	Iteration 46Q: 3 clusters Score -403225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -403227.437500 Penalty: 4184.032227
	Iteration 47Q: 3 clusters Score -403227.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -403227.437500 Penalty: 4184.032227
	Iteration 48F: 3 clusters Score -403227.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Entering Unmasked Estep 
Score: -3223979.500000 Penalty: 2610.992432
	Iteration 0F: 2 clusters Score -3223980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3198814.250000 Penalty: 5221.984863
	Iteration 0F: 3 clusters Score -3198814 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3208050.250000 Penalty: 5221.984863
	Iteration 1F: 3 clusters Score -3208050 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3208556.750000 Penalty: 5221.984863
	Iteration 2Q: 3 clusters Score -3208557 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3208992.250000 Penalty: 5221.984863
	Iteration 3Q: 3 clusters Score -3208992 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3209512.750000 Penalty: 5221.984863
	Iteration 4Q: 3 clusters Score -3209513 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3210156.000000 Penalty: 5221.984863
	Iteration 5Q: 3 clusters Score -3210156 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3210962.000000 Penalty: 5221.984863
	Iteration 6Q: 3 clusters Score -3210962 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3212067.250000 Penalty: 5221.984863
	Iteration 7F: 3 clusters Score -3212067 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3213499.500000 Penalty: 5221.984863
	Iteration 8F: 3 clusters Score -3213500 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3215205.000000 Penalty: 5221.984863
	Iteration 9F: 3 clusters Score -3215205 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -3216872.750000 Penalty: 5221.984863
	Iteration 10F: 3 clusters Score -3216873 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3218317.000000 Penalty: 5221.984863
	Iteration 11Q: 3 clusters Score -3218317 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -3219412.250000 Penalty: 5221.984863
	Iteration 12Q: 3 clusters Score -3219412 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3220069.000000 Penalty: 5221.984863
	Iteration 13Q: 3 clusters Score -3220069 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3220439.250000 Penalty: 5221.984863
	Iteration 14Q: 3 clusters Score -3220439 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -3220748.250000 Penalty: 5221.984863
	Iteration 15Q: 3 clusters Score -3220748 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3220934.000000 Penalty: 5221.984863
	Iteration 16Q: 3 clusters Score -3220934 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -3221078.250000 Penalty: 5221.984863
	Iteration 17Q: 3 clusters Score -3221078 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -3221233.750000 Penalty: 5221.984863
	Iteration 18Q: 3 clusters Score -3221234 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -3221328.750000 Penalty: 5221.984863
	Iteration 19Q: 3 clusters Score -3221329 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -3221431.250000 Penalty: 5221.984863
	Iteration 20F: 3 clusters Score -3221431 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3221490.250000 Penalty: 5221.984863
	Iteration 21Q: 3 clusters Score -3221490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -3221536.250000 Penalty: 5221.984863
	Iteration 22Q: 3 clusters Score -3221536 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3221589.750000 Penalty: 5221.984863
	Iteration 23Q: 3 clusters Score -3221590 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -3221613.500000 Penalty: 5221.984863
	Iteration 24Q: 3 clusters Score -3221614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -3221647.500000 Penalty: 5221.984863
	Iteration 25Q: 3 clusters Score -3221648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -3221661.750000 Penalty: 5221.984863
	Iteration 26Q: 3 clusters Score -3221662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -3221676.250000 Penalty: 5221.984863
	Iteration 27Q: 3 clusters Score -3221676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -3221678.250000 Penalty: 5221.984863
	Iteration 28Q: 3 clusters Score -3221678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -3221689.250000 Penalty: 5221.984863
	Iteration 29Q: 3 clusters Score -3221689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -3221683.500000 Penalty: 5221.984863
	Iteration 30Q: 3 clusters Score -3221684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -3221681.250000 Penalty: 5221.984863
	Iteration 31Q: 3 clusters Score -3221681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -3221690.500000 Penalty: 5221.984863
	Iteration 32Q: 3 clusters Score -3221690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -3221683.500000 Penalty: 5221.984863
	Iteration 33Q: 3 clusters Score -3221684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -3221687.250000 Penalty: 5221.984863
	Iteration 34Q: 3 clusters Score -3221687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -3221692.750000 Penalty: 5221.984863
	Iteration 35Q: 3 clusters Score -3221693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -3221691.000000 Penalty: 5221.984863
	Iteration 36Q: 3 clusters Score -3221691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -3221704.000000 Penalty: 5221.984863
	Iteration 37Q: 3 clusters Score -3221704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -3221703.000000 Penalty: 5221.984863
	Iteration 38Q: 3 clusters Score -3221703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -3221707.750000 Penalty: 5221.984863
	Iteration 39Q: 3 clusters Score -3221708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -3221703.750000 Penalty: 5221.984863
	Iteration 40F: 3 clusters Score -3221704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -3221703.250000 Penalty: 5221.984863
	Iteration 41Q: 3 clusters Score -3221703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -3221706.250000 Penalty: 5221.984863
	Iteration 42Q: 3 clusters Score -3221706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -3221707.000000 Penalty: 5221.984863
	Iteration 43Q: 3 clusters Score -3221707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -3221710.250000 Penalty: 5221.984863
	Iteration 44Q: 3 clusters Score -3221710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -3221712.750000 Penalty: 5221.984863
	Iteration 45Q: 3 clusters Score -3221713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -3221716.000000 Penalty: 5221.984863
	Iteration 46Q: 3 clusters Score -3221716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -3221712.500000 Penalty: 5221.984863
	Iteration 47Q: 3 clusters Score -3221712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -3221712.500000 Penalty: 5221.984863
	Iteration 48Q: 3 clusters Score -3221712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -3221714.500000 Penalty: 5221.984863
	Iteration 49Q: 3 clusters Score -3221714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -3221713.250000 Penalty: 5221.984863
	Iteration 50Q: 3 clusters Score -3221713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -3221715.750000 Penalty: 5221.984863
	Iteration 51Q: 3 clusters Score -3221716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -3221718.500000 Penalty: 5221.984863
	Iteration 52Q: 3 clusters Score -3221718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -3221720.500000 Penalty: 5221.984863
	Iteration 53Q: 3 clusters Score -3221720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -3221720.250000 Penalty: 5221.984863
	Iteration 54Q: 3 clusters Score -3221720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -3221721.500000 Penalty: 5221.984863
	Iteration 55Q: 3 clusters Score -3221722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -3221721.500000 Penalty: 5221.984863
	Iteration 56F: 3 clusters Score -3221722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -337619.750000 Penalty: 2051.280518
	Iteration 0F: 2 clusters Score -337619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -333723.031250 Penalty: 4102.561035
	Iteration 0F: 3 clusters Score -333723 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -334555.031250 Penalty: 4102.561035
	Iteration 1F: 3 clusters Score -334555 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -334794.750000 Penalty: 4102.561035
	Iteration 2F: 3 clusters Score -334794.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -334929.000000 Penalty: 4102.561035
	Iteration 3F: 3 clusters Score -334929 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -334993.562500 Penalty: 4102.561035
	Iteration 4Q: 3 clusters Score -334993.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -335051.187500 Penalty: 4102.561035
	Iteration 5Q: 3 clusters Score -335051.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -335095.250000 Penalty: 4102.561035
	Iteration 6Q: 3 clusters Score -335095.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -335116.812500 Penalty: 4102.561035
	Iteration 7Q: 3 clusters Score -335116.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -335132.750000 Penalty: 4102.561035
	Iteration 8Q: 3 clusters Score -335132.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -335144.531250 Penalty: 4102.561035
	Iteration 9Q: 3 clusters Score -335144.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -335153.750000 Penalty: 4102.561035
	Iteration 10Q: 3 clusters Score -335153.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -335159.593750 Penalty: 4102.561035
	Iteration 11Q: 3 clusters Score -335159.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -335168.843750 Penalty: 4102.561035
	Iteration 12Q: 3 clusters Score -335168.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -335175.968750 Penalty: 4102.561035
	Iteration 13Q: 3 clusters Score -335176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -335183.187500 Penalty: 4102.561035
	Iteration 14Q: 3 clusters Score -335183.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -335190.968750 Penalty: 4102.561035
	Iteration 15Q: 3 clusters Score -335191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -335195.312500 Penalty: 4102.561035
	Iteration 16Q: 3 clusters Score -335195.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -335200.843750 Penalty: 4102.561035
	Iteration 17Q: 3 clusters Score -335200.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -335207.218750 Penalty: 4102.561035
	Iteration 18Q: 3 clusters Score -335207.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -335216.843750 Penalty: 4102.561035
	Iteration 19Q: 3 clusters Score -335216.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -335225.187500 Penalty: 4102.561035
	Iteration 20F: 3 clusters Score -335225.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -335233.000000 Penalty: 4102.561035
	Iteration 21Q: 3 clusters Score -335233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -335240.250000 Penalty: 4102.561035
	Iteration 22Q: 3 clusters Score -335240.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -335245.093750 Penalty: 4102.561035
	Iteration 23Q: 3 clusters Score -335245.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -335255.750000 Penalty: 4102.561035
	Iteration 24Q: 3 clusters Score -335255.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -335267.406250 Penalty: 4102.561035
	Iteration 25Q: 3 clusters Score -335267.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -335279.437500 Penalty: 4102.561035
	Iteration 26Q: 3 clusters Score -335279.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -335290.000000 Penalty: 4102.561035
	Iteration 27Q: 3 clusters Score -335290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -335299.375000 Penalty: 4102.561035
	Iteration 28Q: 3 clusters Score -335299.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -335306.937500 Penalty: 4102.561035
	Iteration 29Q: 3 clusters Score -335306.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -335315.250000 Penalty: 4102.561035
	Iteration 30Q: 3 clusters Score -335315.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -335321.500000 Penalty: 4102.561035
	Iteration 31Q: 3 clusters Score -335321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -335328.625000 Penalty: 4102.561035
	Iteration 32Q: 3 clusters Score -335328.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -335338.593750 Penalty: 4102.561035
	Iteration 33Q: 3 clusters Score -335338.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -335351.343750 Penalty: 4102.561035
	Iteration 34Q: 3 clusters Score -335351.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -335365.062500 Penalty: 4102.561035
	Iteration 35Q: 3 clusters Score -335365.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -335376.968750 Penalty: 4102.561035
	Iteration 36Q: 3 clusters Score -335377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -335390.156250 Penalty: 4102.561035
	Iteration 37Q: 3 clusters Score -335390.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -335405.718750 Penalty: 4102.561035
	Iteration 38Q: 3 clusters Score -335405.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -335419.937500 Penalty: 4102.561035
	Iteration 39Q: 3 clusters Score -335419.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -335431.250000 Penalty: 4102.561035
	Iteration 40F: 3 clusters Score -335431.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -335443.375000 Penalty: 4102.561035
	Iteration 41Q: 3 clusters Score -335443.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -335454.562500 Penalty: 4102.561035
	Iteration 42Q: 3 clusters Score -335454.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -335464.593750 Penalty: 4102.561035
	Iteration 43Q: 3 clusters Score -335464.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -335474.562500 Penalty: 4102.561035
	Iteration 44Q: 3 clusters Score -335474.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -335482.250000 Penalty: 4102.561035
	Iteration 45Q: 3 clusters Score -335482.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -335498.312500 Penalty: 4102.561035
	Iteration 46Q: 3 clusters Score -335498.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -335515.000000 Penalty: 4102.561035
	Iteration 47Q: 3 clusters Score -335515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -335536.000000 Penalty: 4102.561035
	Iteration 48Q: 3 clusters Score -335536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -335558.031250 Penalty: 4102.561035
	Iteration 49Q: 3 clusters Score -335558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -335581.156250 Penalty: 4102.561035
	Iteration 50Q: 3 clusters Score -335581.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -335607.812500 Penalty: 4102.561035
	Iteration 51Q: 3 clusters Score -335607.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -335637.000000 Penalty: 4102.561035
	Iteration 52Q: 3 clusters Score -335637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -335660.437500 Penalty: 4102.561035
	Iteration 53Q: 3 clusters Score -335660.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -335677.812500 Penalty: 4102.561035
	Iteration 54Q: 3 clusters Score -335677.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -335697.250000 Penalty: 4102.561035
	Iteration 55Q: 3 clusters Score -335697.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -335711.125000 Penalty: 4102.561035
	Iteration 56Q: 3 clusters Score -335711.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -335722.718750 Penalty: 4102.561035
	Iteration 57Q: 3 clusters Score -335722.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -335733.593750 Penalty: 4102.561035
	Iteration 58Q: 3 clusters Score -335733.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -335745.343750 Penalty: 4102.561035
	Iteration 59Q: 3 clusters Score -335745.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -335754.281250 Penalty: 4102.561035
	Iteration 60F: 3 clusters Score -335754.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -335759.062500 Penalty: 4102.561035
	Iteration 61Q: 3 clusters Score -335759.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -335764.437500 Penalty: 4102.561035
	Iteration 62Q: 3 clusters Score -335764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -335770.093750 Penalty: 4102.561035
	Iteration 63Q: 3 clusters Score -335770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -335773.406250 Penalty: 4102.561035
	Iteration 64Q: 3 clusters Score -335773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -335781.000000 Penalty: 4102.561035
	Iteration 65Q: 3 clusters Score -335781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -335788.656250 Penalty: 4102.561035
	Iteration 66Q: 3 clusters Score -335788.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -335793.875000 Penalty: 4102.561035
	Iteration 67Q: 3 clusters Score -335793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -335798.625000 Penalty: 4102.561035
	Iteration 68Q: 3 clusters Score -335798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -335801.531250 Penalty: 4102.561035
	Iteration 69Q: 3 clusters Score -335801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -335806.312500 Penalty: 4102.561035
	Iteration 70Q: 3 clusters Score -335806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -335810.218750 Penalty: 4102.561035
	Iteration 71Q: 3 clusters Score -335810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -335813.656250 Penalty: 4102.561035
	Iteration 72Q: 3 clusters Score -335813.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -335817.343750 Penalty: 4102.561035
	Iteration 73Q: 3 clusters Score -335817.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -335822.531250 Penalty: 4102.561035
	Iteration 74Q: 3 clusters Score -335822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -335825.656250 Penalty: 4102.561035
	Iteration 75Q: 3 clusters Score -335825.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -335831.031250 Penalty: 4102.561035
	Iteration 76Q: 3 clusters Score -335831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -335835.812500 Penalty: 4102.561035
	Iteration 77Q: 3 clusters Score -335835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -335842.937500 Penalty: 4102.561035
	Iteration 78Q: 3 clusters Score -335842.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -335847.406250 Penalty: 4102.561035
	Iteration 79Q: 3 clusters Score -335847.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -335850.593750 Penalty: 4102.561035
	Iteration 80F: 3 clusters Score -335850.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -335855.625000 Penalty: 4102.561035
	Iteration 81Q: 3 clusters Score -335855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -335857.375000 Penalty: 4102.561035
	Iteration 82Q: 3 clusters Score -335857.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -335861.937500 Penalty: 4102.561035
	Iteration 83Q: 3 clusters Score -335861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -335865.281250 Penalty: 4102.561035
	Iteration 84Q: 3 clusters Score -335865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -335867.343750 Penalty: 4102.561035
	Iteration 85Q: 3 clusters Score -335867.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -335870.750000 Penalty: 4102.561035
	Iteration 86Q: 3 clusters Score -335870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -335874.500000 Penalty: 4102.561035
	Iteration 87Q: 3 clusters Score -335874.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -335881.750000 Penalty: 4102.561035
	Iteration 88Q: 3 clusters Score -335881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -335887.062500 Penalty: 4102.561035
	Iteration 89Q: 3 clusters Score -335887.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -335890.500000 Penalty: 4102.561035
	Iteration 90Q: 3 clusters Score -335890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -335893.937500 Penalty: 4102.561035
	Iteration 91Q: 3 clusters Score -335893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -335897.437500 Penalty: 4102.561035
	Iteration 92Q: 3 clusters Score -335897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -335900.375000 Penalty: 4102.561035
	Iteration 93Q: 3 clusters Score -335900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -335902.625000 Penalty: 4102.561035
	Iteration 94Q: 3 clusters Score -335902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -335905.937500 Penalty: 4102.561035
	Iteration 95Q: 3 clusters Score -335905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -335906.906250 Penalty: 4102.561035
	Iteration 96Q: 3 clusters Score -335906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -335908.812500 Penalty: 4102.561035
	Iteration 97Q: 3 clusters Score -335908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -335910.093750 Penalty: 4102.561035
	Iteration 98Q: 3 clusters Score -335910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -335909.937500 Penalty: 4102.561035
	Iteration 99Q: 3 clusters Score -335909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -335911.156250 Penalty: 4102.561035
	Iteration 100F: 3 clusters Score -335911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -335911.687500 Penalty: 4102.561035
	Iteration 101Q: 3 clusters Score -335911.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -335911.687500 Penalty: 4102.561035
	Iteration 102F: 3 clusters Score -335911.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Entering Unmasked Estep 
Score: -1127227.500000 Penalty: 2360.657715
	Iteration 0F: 2 clusters Score -1127228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1117237.375000 Penalty: 4721.315430
	Iteration 0F: 3 clusters Score -1117237 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1120489.125000 Penalty: 4721.315430
	Iteration 1F: 3 clusters Score -1120489 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1120823.875000 Penalty: 4721.315430
	Iteration 2F: 3 clusters Score -1120824 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1121065.000000 Penalty: 4721.315430
	Iteration 3Q: 3 clusters Score -1121065 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1121285.500000 Penalty: 4721.315430
	Iteration 4Q: 3 clusters Score -1121286 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1121515.250000 Penalty: 4721.315430
	Iteration 5Q: 3 clusters Score -1121515 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1121732.875000 Penalty: 4721.315430
	Iteration 6Q: 3 clusters Score -1121733 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1121959.125000 Penalty: 4721.315430
	Iteration 7Q: 3 clusters Score -1121959 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1122210.625000 Penalty: 4721.315430
	Iteration 8Q: 3 clusters Score -1122211 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1122488.000000 Penalty: 4721.315430
	Iteration 9Q: 3 clusters Score -1122488 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1122815.750000 Penalty: 4721.315430
	Iteration 10Q: 3 clusters Score -1122816 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1123157.250000 Penalty: 4721.315430
	Iteration 11Q: 3 clusters Score -1123157 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1123507.625000 Penalty: 4721.315430
	Iteration 12Q: 3 clusters Score -1123508 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1123807.375000 Penalty: 4721.315430
	Iteration 13Q: 3 clusters Score -1123807 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1124058.250000 Penalty: 4721.315430
	Iteration 14Q: 3 clusters Score -1124058 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1124286.750000 Penalty: 4721.315430
	Iteration 15Q: 3 clusters Score -1124287 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1124461.125000 Penalty: 4721.315430
	Iteration 16Q: 3 clusters Score -1124461 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1124601.500000 Penalty: 4721.315430
	Iteration 17Q: 3 clusters Score -1124602 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1124706.000000 Penalty: 4721.315430
	Iteration 18Q: 3 clusters Score -1124706 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1124787.625000 Penalty: 4721.315430
	Iteration 19Q: 3 clusters Score -1124788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1124857.625000 Penalty: 4721.315430
	Iteration 20F: 3 clusters Score -1124858 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1124904.625000 Penalty: 4721.315430
	Iteration 21Q: 3 clusters Score -1124905 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1124946.625000 Penalty: 4721.315430
	Iteration 22Q: 3 clusters Score -1124947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1124986.250000 Penalty: 4721.315430
	Iteration 23Q: 3 clusters Score -1124986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1125023.375000 Penalty: 4721.315430
	Iteration 24Q: 3 clusters Score -1125023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1125049.125000 Penalty: 4721.315430
	Iteration 25Q: 3 clusters Score -1125049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1125083.250000 Penalty: 4721.315430
	Iteration 26Q: 3 clusters Score -1125083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1125110.250000 Penalty: 4721.315430
	Iteration 27Q: 3 clusters Score -1125110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1125125.750000 Penalty: 4721.315430
	Iteration 28Q: 3 clusters Score -1125126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1125140.125000 Penalty: 4721.315430
	Iteration 29Q: 3 clusters Score -1125140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1125156.625000 Penalty: 4721.315430
	Iteration 30Q: 3 clusters Score -1125157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1125165.750000 Penalty: 4721.315430
	Iteration 31Q: 3 clusters Score -1125166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1125175.375000 Penalty: 4721.315430
	Iteration 32Q: 3 clusters Score -1125175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1125178.875000 Penalty: 4721.315430
	Iteration 33Q: 3 clusters Score -1125179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1125187.625000 Penalty: 4721.315430
	Iteration 34Q: 3 clusters Score -1125188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1125192.000000 Penalty: 4721.315430
	Iteration 35Q: 3 clusters Score -1125192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1125199.250000 Penalty: 4721.315430
	Iteration 36Q: 3 clusters Score -1125199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1125203.125000 Penalty: 4721.315430
	Iteration 37Q: 3 clusters Score -1125203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1125209.875000 Penalty: 4721.315430
	Iteration 38Q: 3 clusters Score -1125210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1125214.250000 Penalty: 4721.315430
	Iteration 39Q: 3 clusters Score -1125214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1125218.875000 Penalty: 4721.315430
	Iteration 40F: 3 clusters Score -1125219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1125223.250000 Penalty: 4721.315430
	Iteration 41Q: 3 clusters Score -1125223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1125224.750000 Penalty: 4721.315430
	Iteration 42Q: 3 clusters Score -1125225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1125228.375000 Penalty: 4721.315430
	Iteration 43Q: 3 clusters Score -1125228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1125232.625000 Penalty: 4721.315430
	Iteration 44Q: 3 clusters Score -1125233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1125234.875000 Penalty: 4721.315430
	Iteration 45Q: 3 clusters Score -1125235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1125236.000000 Penalty: 4721.315430
	Iteration 46Q: 3 clusters Score -1125236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1125237.125000 Penalty: 4721.315430
	Iteration 47Q: 3 clusters Score -1125237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1125237.125000 Penalty: 4721.315430
	Iteration 48Q: 3 clusters Score -1125237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1125240.125000 Penalty: 4721.315430
	Iteration 49Q: 3 clusters Score -1125240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1125238.750000 Penalty: 4721.315430
	Iteration 50Q: 3 clusters Score -1125239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1125241.125000 Penalty: 4721.315430
	Iteration 51Q: 3 clusters Score -1125241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1125244.250000 Penalty: 4721.315430
	Iteration 52Q: 3 clusters Score -1125244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1125248.625000 Penalty: 4721.315430
	Iteration 53Q: 3 clusters Score -1125249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1125248.000000 Penalty: 4721.315430
	Iteration 54Q: 3 clusters Score -1125248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1125250.000000 Penalty: 4721.315430
	Iteration 55Q: 3 clusters Score -1125250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1125252.125000 Penalty: 4721.315430
	Iteration 56Q: 3 clusters Score -1125252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1125255.375000 Penalty: 4721.315430
	Iteration 57Q: 3 clusters Score -1125255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1125257.500000 Penalty: 4721.315430
	Iteration 58Q: 3 clusters Score -1125258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1125261.125000 Penalty: 4721.315430
	Iteration 59Q: 3 clusters Score -1125261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1125264.125000 Penalty: 4721.315430
	Iteration 60F: 3 clusters Score -1125264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1125266.125000 Penalty: 4721.315430
	Iteration 61Q: 3 clusters Score -1125266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1125266.375000 Penalty: 4721.315430
	Iteration 62Q: 3 clusters Score -1125266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1125270.000000 Penalty: 4721.315430
	Iteration 63Q: 3 clusters Score -1125270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1125268.000000 Penalty: 4721.315430
	Iteration 64Q: 3 clusters Score -1125268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1125271.000000 Penalty: 4721.315430
	Iteration 65Q: 3 clusters Score -1125271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1125273.500000 Penalty: 4721.315430
	Iteration 66Q: 3 clusters Score -1125274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1125274.125000 Penalty: 4721.315430
	Iteration 67Q: 3 clusters Score -1125274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1125274.125000 Penalty: 4721.315430
	Iteration 68Q: 3 clusters Score -1125274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1125274.125000 Penalty: 4721.315430
	Iteration 69F: 3 clusters Score -1125274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (106895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Entering Unmasked Estep 
Score: -9113288.000000 Penalty: 2871.741455
	Iteration 0F: 2 clusters Score -9113288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -9041707.000000 Penalty: 5743.482910
	Iteration 0F: 3 clusters Score -9041707 nChanged 50718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -9071258.000000 Penalty: 5743.482910
	Iteration 1F: 3 clusters Score -9071258 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -9072269.000000 Penalty: 5743.482910
	Iteration 2Q: 3 clusters Score -9072269 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -9073453.000000 Penalty: 5743.482910
	Iteration 3Q: 3 clusters Score -9073453 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -9074855.000000 Penalty: 5743.482910
	Iteration 4Q: 3 clusters Score -9074855 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -9076743.000000 Penalty: 5743.482910
	Iteration 5Q: 3 clusters Score -9076743 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -9079038.000000 Penalty: 5743.482910
	Iteration 6Q: 3 clusters Score -9079038 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -9082247.000000 Penalty: 5743.482910
	Iteration 7F: 3 clusters Score -9082247 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -9086188.000000 Penalty: 5743.482910
	Iteration 8F: 3 clusters Score -9086188 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -9091184.000000 Penalty: 5743.482910
	Iteration 9F: 3 clusters Score -9091184 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -9096374.000000 Penalty: 5743.482910
	Iteration 10F: 3 clusters Score -9096374 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -9101159.000000 Penalty: 5743.482910
	Iteration 11F: 3 clusters Score -9101159 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -9104997.000000 Penalty: 5743.482910
	Iteration 12Q: 3 clusters Score -9104997 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101557 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -9107385.000000 Penalty: 5743.482910
	Iteration 13Q: 3 clusters Score -9107385 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -9108858.000000 Penalty: 5743.482910
	Iteration 14Q: 3 clusters Score -9108858 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104478 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9109656.000000 Penalty: 5743.482910
	Iteration 15Q: 3 clusters Score -9109656 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9110089.000000 Penalty: 5743.482910
	Iteration 16Q: 3 clusters Score -9110089 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9110368.000000 Penalty: 5743.482910
	Iteration 17Q: 3 clusters Score -9110368 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105776 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9110589.000000 Penalty: 5743.482910
	Iteration 18Q: 3 clusters Score -9110589 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9110670.000000 Penalty: 5743.482910
	Iteration 19Q: 3 clusters Score -9110670 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106053 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9110737.000000 Penalty: 5743.482910
	Iteration 20F: 3 clusters Score -9110737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9110795.000000 Penalty: 5743.482910
	Iteration 21Q: 3 clusters Score -9110795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106165 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9110844.000000 Penalty: 5743.482910
	Iteration 22Q: 3 clusters Score -9110844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106197 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9110865.000000 Penalty: 5743.482910
	Iteration 23Q: 3 clusters Score -9110865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106220 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9110881.000000 Penalty: 5743.482910
	Iteration 24Q: 3 clusters Score -9110881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9110903.000000 Penalty: 5743.482910
	Iteration 25Q: 3 clusters Score -9110903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9110919.000000 Penalty: 5743.482910
	Iteration 26Q: 3 clusters Score -9110919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9110912.000000 Penalty: 5743.482910
	Iteration 27Q: 3 clusters Score -9110912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9110922.000000 Penalty: 5743.482910
	Iteration 28Q: 3 clusters Score -9110922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106274 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9110919.000000 Penalty: 5743.482910
	Iteration 29Q: 3 clusters Score -9110919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9110923.000000 Penalty: 5743.482910
	Iteration 30Q: 3 clusters Score -9110923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106288 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9110919.000000 Penalty: 5743.482910
	Iteration 31Q: 3 clusters Score -9110919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106295 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9110930.000000 Penalty: 5743.482910
	Iteration 32Q: 3 clusters Score -9110930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106303 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9110950.000000 Penalty: 5743.482910
	Iteration 33Q: 3 clusters Score -9110950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9110948.000000 Penalty: 5743.482910
	Iteration 34Q: 3 clusters Score -9110948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9110949.000000 Penalty: 5743.482910
	Iteration 35Q: 3 clusters Score -9110949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9110955.000000 Penalty: 5743.482910
	Iteration 36Q: 3 clusters Score -9110955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9110953.000000 Penalty: 5743.482910
	Iteration 37Q: 3 clusters Score -9110953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106309 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9110954.000000 Penalty: 5743.482910
	Iteration 38Q: 3 clusters Score -9110954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106310 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9110951.000000 Penalty: 5743.482910
	Iteration 39Q: 3 clusters Score -9110951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9110947.000000 Penalty: 5743.482910
	Iteration 40F: 3 clusters Score -9110947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106310 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9110946.000000 Penalty: 5743.482910
	Iteration 41Q: 3 clusters Score -9110946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106310 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9110946.000000 Penalty: 5743.482910
	Iteration 42F: 3 clusters Score -9110946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -400728.031250 Penalty: 2127.555420
	Iteration 0F: 2 clusters Score -400728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -395997.281250 Penalty: 4255.110840
	Iteration 0F: 3 clusters Score -395997.3 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -397150.406250 Penalty: 4255.110840
	Iteration 1F: 3 clusters Score -397150.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -397379.718750 Penalty: 4255.110840
	Iteration 2F: 3 clusters Score -397379.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -397519.000000 Penalty: 4255.110840
	Iteration 3F: 3 clusters Score -397519 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -397603.937500 Penalty: 4255.110840
	Iteration 4Q: 3 clusters Score -397603.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -397660.312500 Penalty: 4255.110840
	Iteration 5Q: 3 clusters Score -397660.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -397714.187500 Penalty: 4255.110840
	Iteration 6Q: 3 clusters Score -397714.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -397760.187500 Penalty: 4255.110840
	Iteration 7Q: 3 clusters Score -397760.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -397791.593750 Penalty: 4255.110840
	Iteration 8Q: 3 clusters Score -397791.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -397817.968750 Penalty: 4255.110840
	Iteration 9Q: 3 clusters Score -397818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -397842.125000 Penalty: 4255.110840
	Iteration 10Q: 3 clusters Score -397842.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -397860.906250 Penalty: 4255.110840
	Iteration 11Q: 3 clusters Score -397860.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -397883.906250 Penalty: 4255.110840
	Iteration 12Q: 3 clusters Score -397883.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -397907.312500 Penalty: 4255.110840
	Iteration 13Q: 3 clusters Score -397907.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -397927.875000 Penalty: 4255.110840
	Iteration 14Q: 3 clusters Score -397927.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -397946.000000 Penalty: 4255.110840
	Iteration 15Q: 3 clusters Score -397946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -397965.156250 Penalty: 4255.110840
	Iteration 16Q: 3 clusters Score -397965.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -397980.968750 Penalty: 4255.110840
	Iteration 17Q: 3 clusters Score -397981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -397997.812500 Penalty: 4255.110840
	Iteration 18Q: 3 clusters Score -397997.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -398009.593750 Penalty: 4255.110840
	Iteration 19Q: 3 clusters Score -398009.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -398020.937500 Penalty: 4255.110840
	Iteration 20F: 3 clusters Score -398020.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -398033.187500 Penalty: 4255.110840
	Iteration 21Q: 3 clusters Score -398033.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -398043.156250 Penalty: 4255.110840
	Iteration 22Q: 3 clusters Score -398043.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -398053.906250 Penalty: 4255.110840
	Iteration 23Q: 3 clusters Score -398053.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -398063.875000 Penalty: 4255.110840
	Iteration 24Q: 3 clusters Score -398063.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -398070.656250 Penalty: 4255.110840
	Iteration 25Q: 3 clusters Score -398070.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -398076.437500 Penalty: 4255.110840
	Iteration 26Q: 3 clusters Score -398076.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -398079.750000 Penalty: 4255.110840
	Iteration 27Q: 3 clusters Score -398079.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -398085.343750 Penalty: 4255.110840
	Iteration 28Q: 3 clusters Score -398085.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -398095.937500 Penalty: 4255.110840
	Iteration 29Q: 3 clusters Score -398095.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -398109.437500 Penalty: 4255.110840
	Iteration 30Q: 3 clusters Score -398109.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -398124.031250 Penalty: 4255.110840
	Iteration 31Q: 3 clusters Score -398124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -398142.343750 Penalty: 4255.110840
	Iteration 32Q: 3 clusters Score -398142.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -398159.593750 Penalty: 4255.110840
	Iteration 33Q: 3 clusters Score -398159.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -398172.281250 Penalty: 4255.110840
	Iteration 34Q: 3 clusters Score -398172.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -398184.937500 Penalty: 4255.110840
	Iteration 35Q: 3 clusters Score -398184.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -398196.031250 Penalty: 4255.110840
	Iteration 36Q: 3 clusters Score -398196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -398207.156250 Penalty: 4255.110840
	Iteration 37Q: 3 clusters Score -398207.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -398220.062500 Penalty: 4255.110840
	Iteration 38Q: 3 clusters Score -398220.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -398238.218750 Penalty: 4255.110840
	Iteration 39Q: 3 clusters Score -398238.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -398258.906250 Penalty: 4255.110840
	Iteration 40F: 3 clusters Score -398258.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -398276.875000 Penalty: 4255.110840
	Iteration 41Q: 3 clusters Score -398276.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -398293.687500 Penalty: 4255.110840
	Iteration 42Q: 3 clusters Score -398293.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -398312.656250 Penalty: 4255.110840
	Iteration 43Q: 3 clusters Score -398312.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -398330.687500 Penalty: 4255.110840
	Iteration 44Q: 3 clusters Score -398330.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -398353.875000 Penalty: 4255.110840
	Iteration 45Q: 3 clusters Score -398353.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -398383.468750 Penalty: 4255.110840
	Iteration 46Q: 3 clusters Score -398383.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -398416.718750 Penalty: 4255.110840
	Iteration 47Q: 3 clusters Score -398416.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -398444.406250 Penalty: 4255.110840
	Iteration 48Q: 3 clusters Score -398444.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -398470.093750 Penalty: 4255.110840
	Iteration 49Q: 3 clusters Score -398470.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -398499.312500 Penalty: 4255.110840
	Iteration 50Q: 3 clusters Score -398499.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -398528.750000 Penalty: 4255.110840
	Iteration 51Q: 3 clusters Score -398528.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -398559.406250 Penalty: 4255.110840
	Iteration 52Q: 3 clusters Score -398559.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -398588.187500 Penalty: 4255.110840
	Iteration 53Q: 3 clusters Score -398588.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -398616.500000 Penalty: 4255.110840
	Iteration 54Q: 3 clusters Score -398616.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -398648.625000 Penalty: 4255.110840
	Iteration 55Q: 3 clusters Score -398648.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -398682.125000 Penalty: 4255.110840
	Iteration 56Q: 3 clusters Score -398682.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -398712.250000 Penalty: 4255.110840
	Iteration 57Q: 3 clusters Score -398712.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -398737.500000 Penalty: 4255.110840
	Iteration 58Q: 3 clusters Score -398737.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -398756.718750 Penalty: 4255.110840
	Iteration 59Q: 3 clusters Score -398756.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -398773.843750 Penalty: 4255.110840
	Iteration 60F: 3 clusters Score -398773.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -398787.500000 Penalty: 4255.110840
	Iteration 61Q: 3 clusters Score -398787.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -398794.843750 Penalty: 4255.110840
	Iteration 62Q: 3 clusters Score -398794.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -398804.875000 Penalty: 4255.110840
	Iteration 63Q: 3 clusters Score -398804.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -398814.468750 Penalty: 4255.110840
	Iteration 64Q: 3 clusters Score -398814.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -398828.781250 Penalty: 4255.110840
	Iteration 65Q: 3 clusters Score -398828.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -398844.937500 Penalty: 4255.110840
	Iteration 66Q: 3 clusters Score -398844.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -398861.968750 Penalty: 4255.110840
	Iteration 67Q: 3 clusters Score -398862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -398877.312500 Penalty: 4255.110840
	Iteration 68Q: 3 clusters Score -398877.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -398888.593750 Penalty: 4255.110840
	Iteration 69Q: 3 clusters Score -398888.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -398900.562500 Penalty: 4255.110840
	Iteration 70Q: 3 clusters Score -398900.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -398911.843750 Penalty: 4255.110840
	Iteration 71Q: 3 clusters Score -398911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -398920.281250 Penalty: 4255.110840
	Iteration 72Q: 3 clusters Score -398920.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -398930.531250 Penalty: 4255.110840
	Iteration 73Q: 3 clusters Score -398930.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -398938.593750 Penalty: 4255.110840
	Iteration 74Q: 3 clusters Score -398938.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -398945.250000 Penalty: 4255.110840
	Iteration 75Q: 3 clusters Score -398945.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -398949.250000 Penalty: 4255.110840
	Iteration 76Q: 3 clusters Score -398949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -398954.781250 Penalty: 4255.110840
	Iteration 77Q: 3 clusters Score -398954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -398958.000000 Penalty: 4255.110840
	Iteration 78Q: 3 clusters Score -398958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -398962.375000 Penalty: 4255.110840
	Iteration 79Q: 3 clusters Score -398962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -398967.718750 Penalty: 4255.110840
	Iteration 80F: 3 clusters Score -398967.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -398970.281250 Penalty: 4255.110840
	Iteration 81Q: 3 clusters Score -398970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -398973.562500 Penalty: 4255.110840
	Iteration 82Q: 3 clusters Score -398973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -398975.312500 Penalty: 4255.110840
	Iteration 83Q: 3 clusters Score -398975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -398975.875000 Penalty: 4255.110840
	Iteration 84Q: 3 clusters Score -398975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -398977.312500 Penalty: 4255.110840
	Iteration 85Q: 3 clusters Score -398977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -398977.031250 Penalty: 4255.110840
	Iteration 86Q: 3 clusters Score -398977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -398977.031250 Penalty: 4255.110840
	Iteration 87F: 3 clusters Score -398977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -417274.875000 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -417274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -412888.187500 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -412888.2 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -413879.875000 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -413879.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -414037.937500 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -414037.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -414138.968750 Penalty: 4201.793945
	Iteration 3Q: 3 clusters Score -414139 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -414212.968750 Penalty: 4201.793945
	Iteration 4Q: 3 clusters Score -414213 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -414269.718750 Penalty: 4201.793945
	Iteration 5Q: 3 clusters Score -414269.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -414312.656250 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -414312.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -414351.218750 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -414351.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -414385.531250 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -414385.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -414423.843750 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -414423.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -414460.468750 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -414460.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -414501.531250 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -414501.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -414539.843750 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -414539.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -414577.593750 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -414577.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -414617.468750 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -414617.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -414647.625000 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -414647.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -414682.187500 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -414682.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -414726.875000 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -414726.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -414780.156250 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -414780.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -414844.968750 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -414845 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -414926.968750 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -414927 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -415002.906250 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -415002.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -415073.781250 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -415073.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -415131.562500 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -415131.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -415182.437500 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -415182.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -415227.656250 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -415227.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -415265.187500 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -415265.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -415295.875000 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -415295.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -415326.937500 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -415326.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -415347.656250 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -415347.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -415363.687500 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -415363.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -415383.906250 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -415383.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -415401.093750 Penalty: 4201.793945
	Iteration 32Q: 3 clusters Score -415401.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -415423.531250 Penalty: 4201.793945
	Iteration 33Q: 3 clusters Score -415423.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -415446.062500 Penalty: 4201.793945
	Iteration 34Q: 3 clusters Score -415446.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -415464.250000 Penalty: 4201.793945
	Iteration 35Q: 3 clusters Score -415464.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -415476.437500 Penalty: 4201.793945
	Iteration 36Q: 3 clusters Score -415476.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -415484.562500 Penalty: 4201.793945
	Iteration 37Q: 3 clusters Score -415484.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -415491.281250 Penalty: 4201.793945
	Iteration 38Q: 3 clusters Score -415491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -415496.843750 Penalty: 4201.793945
	Iteration 39Q: 3 clusters Score -415496.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -415507.125000 Penalty: 4201.793945
	Iteration 40F: 3 clusters Score -415507.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -415517.343750 Penalty: 4201.793945
	Iteration 41Q: 3 clusters Score -415517.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -415527.000000 Penalty: 4201.793945
	Iteration 42Q: 3 clusters Score -415527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -415531.781250 Penalty: 4201.793945
	Iteration 43Q: 3 clusters Score -415531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -415538.500000 Penalty: 4201.793945
	Iteration 44Q: 3 clusters Score -415538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -415544.500000 Penalty: 4201.793945
	Iteration 45Q: 3 clusters Score -415544.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -415549.000000 Penalty: 4201.793945
	Iteration 46Q: 3 clusters Score -415549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -415549.468750 Penalty: 4201.793945
	Iteration 47Q: 3 clusters Score -415549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -415551.718750 Penalty: 4201.793945
	Iteration 48Q: 3 clusters Score -415551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -415554.312500 Penalty: 4201.793945
	Iteration 49Q: 3 clusters Score -415554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -415556.843750 Penalty: 4201.793945
	Iteration 50Q: 3 clusters Score -415556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -415559.843750 Penalty: 4201.793945
	Iteration 51Q: 3 clusters Score -415559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -415560.687500 Penalty: 4201.793945
	Iteration 52Q: 3 clusters Score -415560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -415561.281250 Penalty: 4201.793945
	Iteration 53Q: 3 clusters Score -415561.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -415561.281250 Penalty: 4201.793945
	Iteration 54F: 3 clusters Score -415561.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -348957.187500 Penalty: 2079.884033
	Iteration 0F: 2 clusters Score -348957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -344785.968750 Penalty: 4159.768066
	Iteration 0F: 3 clusters Score -344786 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -345705.937500 Penalty: 4159.768066
	Iteration 1F: 3 clusters Score -345705.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -345929.625000 Penalty: 4159.768066
	Iteration 2F: 3 clusters Score -345929.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -346086.093750 Penalty: 4159.768066
	Iteration 3F: 3 clusters Score -346086.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -346203.500000 Penalty: 4159.768066
	Iteration 4Q: 3 clusters Score -346203.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -346297.843750 Penalty: 4159.768066
	Iteration 5Q: 3 clusters Score -346297.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -346402.562500 Penalty: 4159.768066
	Iteration 6Q: 3 clusters Score -346402.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -346517.687500 Penalty: 4159.768066
	Iteration 7Q: 3 clusters Score -346517.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -346682.875000 Penalty: 4159.768066
	Iteration 8Q: 3 clusters Score -346682.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -346884.937500 Penalty: 4159.768066
	Iteration 9Q: 3 clusters Score -346884.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -347096.218750 Penalty: 4159.768066
	Iteration 10Q: 3 clusters Score -347096.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -347275.906250 Penalty: 4159.768066
	Iteration 11Q: 3 clusters Score -347275.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -347410.812500 Penalty: 4159.768066
	Iteration 12Q: 3 clusters Score -347410.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -347507.187500 Penalty: 4159.768066
	Iteration 13Q: 3 clusters Score -347507.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -347572.718750 Penalty: 4159.768066
	Iteration 14Q: 3 clusters Score -347572.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -347624.687500 Penalty: 4159.768066
	Iteration 15Q: 3 clusters Score -347624.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -347668.125000 Penalty: 4159.768066
	Iteration 16Q: 3 clusters Score -347668.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -347698.812500 Penalty: 4159.768066
	Iteration 17Q: 3 clusters Score -347698.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -347730.437500 Penalty: 4159.768066
	Iteration 18Q: 3 clusters Score -347730.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -347763.937500 Penalty: 4159.768066
	Iteration 19Q: 3 clusters Score -347763.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -347788.375000 Penalty: 4159.768066
	Iteration 20F: 3 clusters Score -347788.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -347808.031250 Penalty: 4159.768066
	Iteration 21Q: 3 clusters Score -347808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -347836.093750 Penalty: 4159.768066
	Iteration 22Q: 3 clusters Score -347836.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -347872.500000 Penalty: 4159.768066
	Iteration 23Q: 3 clusters Score -347872.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -347899.468750 Penalty: 4159.768066
	Iteration 24Q: 3 clusters Score -347899.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -347913.375000 Penalty: 4159.768066
	Iteration 25Q: 3 clusters Score -347913.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -347929.781250 Penalty: 4159.768066
	Iteration 26Q: 3 clusters Score -347929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -347937.312500 Penalty: 4159.768066
	Iteration 27Q: 3 clusters Score -347937.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -347949.437500 Penalty: 4159.768066
	Iteration 28Q: 3 clusters Score -347949.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -347960.593750 Penalty: 4159.768066
	Iteration 29Q: 3 clusters Score -347960.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -347969.812500 Penalty: 4159.768066
	Iteration 30Q: 3 clusters Score -347969.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -347973.656250 Penalty: 4159.768066
	Iteration 31Q: 3 clusters Score -347973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -347977.781250 Penalty: 4159.768066
	Iteration 32Q: 3 clusters Score -347977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -347979.375000 Penalty: 4159.768066
	Iteration 33Q: 3 clusters Score -347979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -347979.375000 Penalty: 4159.768066
	Iteration 34F: 3 clusters Score -347979.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Entering Unmasked Estep 
Score: -945423.375000 Penalty: 2306.626221
	Iteration 0F: 2 clusters Score -945423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -937213.437500 Penalty: 4613.252441
	Iteration 0F: 3 clusters Score -937213.4 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -939764.125000 Penalty: 4613.252441
	Iteration 1F: 3 clusters Score -939764.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -940154.125000 Penalty: 4613.252441
	Iteration 2F: 3 clusters Score -940154.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -940435.187500 Penalty: 4613.252441
	Iteration 3F: 3 clusters Score -940435.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -940661.437500 Penalty: 4613.252441
	Iteration 4Q: 3 clusters Score -940661.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -940879.312500 Penalty: 4613.252441
	Iteration 5Q: 3 clusters Score -940879.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -941125.312500 Penalty: 4613.252441
	Iteration 6Q: 3 clusters Score -941125.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -941434.000000 Penalty: 4613.252441
	Iteration 7Q: 3 clusters Score -941434 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -941827.000000 Penalty: 4613.252441
	Iteration 8Q: 3 clusters Score -941827 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -942235.500000 Penalty: 4613.252441
	Iteration 9Q: 3 clusters Score -942235.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -942590.812500 Penalty: 4613.252441
	Iteration 10Q: 3 clusters Score -942590.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -942839.625000 Penalty: 4613.252441
	Iteration 11Q: 3 clusters Score -942839.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -943013.375000 Penalty: 4613.252441
	Iteration 12Q: 3 clusters Score -943013.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -943134.000000 Penalty: 4613.252441
	Iteration 13Q: 3 clusters Score -943134 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -943220.750000 Penalty: 4613.252441
	Iteration 14Q: 3 clusters Score -943220.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -943278.687500 Penalty: 4613.252441
	Iteration 15Q: 3 clusters Score -943278.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -943322.937500 Penalty: 4613.252441
	Iteration 16Q: 3 clusters Score -943322.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -943345.500000 Penalty: 4613.252441
	Iteration 17Q: 3 clusters Score -943345.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -943371.187500 Penalty: 4613.252441
	Iteration 18Q: 3 clusters Score -943371.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -943387.000000 Penalty: 4613.252441
	Iteration 19Q: 3 clusters Score -943387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -943400.937500 Penalty: 4613.252441
	Iteration 20F: 3 clusters Score -943400.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -943415.000000 Penalty: 4613.252441
	Iteration 21Q: 3 clusters Score -943415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -943427.000000 Penalty: 4613.252441
	Iteration 22Q: 3 clusters Score -943427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -943443.062500 Penalty: 4613.252441
	Iteration 23Q: 3 clusters Score -943443.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -943456.312500 Penalty: 4613.252441
	Iteration 24Q: 3 clusters Score -943456.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -943466.812500 Penalty: 4613.252441
	Iteration 25Q: 3 clusters Score -943466.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -943473.750000 Penalty: 4613.252441
	Iteration 26Q: 3 clusters Score -943473.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -943479.375000 Penalty: 4613.252441
	Iteration 27Q: 3 clusters Score -943479.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -943482.437500 Penalty: 4613.252441
	Iteration 28Q: 3 clusters Score -943482.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -943485.062500 Penalty: 4613.252441
	Iteration 29Q: 3 clusters Score -943485.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -943485.625000 Penalty: 4613.252441
	Iteration 30Q: 3 clusters Score -943485.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -943485.312500 Penalty: 4613.252441
	Iteration 31Q: 3 clusters Score -943485.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -943487.437500 Penalty: 4613.252441
	Iteration 32Q: 3 clusters Score -943487.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -943490.750000 Penalty: 4613.252441
	Iteration 33Q: 3 clusters Score -943490.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -943490.687500 Penalty: 4613.252441
	Iteration 34Q: 3 clusters Score -943490.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -943493.187500 Penalty: 4613.252441
	Iteration 35Q: 3 clusters Score -943493.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -943493.750000 Penalty: 4613.252441
	Iteration 36Q: 3 clusters Score -943493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -943495.312500 Penalty: 4613.252441
	Iteration 37Q: 3 clusters Score -943495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -943494.125000 Penalty: 4613.252441
	Iteration 38Q: 3 clusters Score -943494.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -943496.687500 Penalty: 4613.252441
	Iteration 39Q: 3 clusters Score -943496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -943498.750000 Penalty: 4613.252441
	Iteration 40F: 3 clusters Score -943498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -943500.187500 Penalty: 4613.252441
	Iteration 41Q: 3 clusters Score -943500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -943500.375000 Penalty: 4613.252441
	Iteration 42Q: 3 clusters Score -943500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -943500.125000 Penalty: 4613.252441
	Iteration 43Q: 3 clusters Score -943500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -943499.687500 Penalty: 4613.252441
	Iteration 44Q: 3 clusters Score -943499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -943501.312500 Penalty: 4613.252441
	Iteration 45Q: 3 clusters Score -943501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -943501.250000 Penalty: 4613.252441
	Iteration 46Q: 3 clusters Score -943501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -943501.062500 Penalty: 4613.252441
	Iteration 47Q: 3 clusters Score -943501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -943503.250000 Penalty: 4613.252441
	Iteration 48Q: 3 clusters Score -943503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -943501.250000 Penalty: 4613.252441
	Iteration 49Q: 3 clusters Score -943501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -943500.562500 Penalty: 4613.252441
	Iteration 50Q: 3 clusters Score -943500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -943500.687500 Penalty: 4613.252441
	Iteration 51Q: 3 clusters Score -943500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -943501.687500 Penalty: 4613.252441
	Iteration 52Q: 3 clusters Score -943501.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -943502.375000 Penalty: 4613.252441
	Iteration 53Q: 3 clusters Score -943502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -943503.750000 Penalty: 4613.252441
	Iteration 54Q: 3 clusters Score -943503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -943502.437500 Penalty: 4613.252441
	Iteration 55Q: 3 clusters Score -943502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -943500.312500 Penalty: 4613.252441
	Iteration 56Q: 3 clusters Score -943500.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -943500.312500 Penalty: 4613.252441
	Iteration 57F: 3 clusters Score -943500.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -471547.875000 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -471547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -466800.750000 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -466800.8 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -468000.375000 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -468000.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -468211.406250 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -468211.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -468371.937500 Penalty: 4259.382812
	Iteration 3F: 3 clusters Score -468371.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -468505.468750 Penalty: 4259.382812
	Iteration 4Q: 3 clusters Score -468505.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -468631.218750 Penalty: 4259.382812
	Iteration 5Q: 3 clusters Score -468631.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -468741.843750 Penalty: 4259.382812
	Iteration 6Q: 3 clusters Score -468741.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -468839.031250 Penalty: 4259.382812
	Iteration 7Q: 3 clusters Score -468839 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -468947.500000 Penalty: 4259.382812
	Iteration 8Q: 3 clusters Score -468947.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -469051.218750 Penalty: 4259.382812
	Iteration 9Q: 3 clusters Score -469051.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -469147.593750 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -469147.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -469231.500000 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -469231.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -469309.406250 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -469309.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -469384.375000 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -469384.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -469445.406250 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -469445.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -469497.125000 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -469497.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -469544.250000 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -469544.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -469585.281250 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -469585.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -469625.562500 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -469625.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -469657.281250 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -469657.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -469695.468750 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -469695.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -469719.906250 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -469719.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -469740.875000 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -469740.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -469757.718750 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -469757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -469766.187500 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -469766.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -469771.562500 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -469771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -469776.125000 Penalty: 4259.382812
	Iteration 26Q: 3 clusters Score -469776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -469777.125000 Penalty: 4259.382812
	Iteration 27Q: 3 clusters Score -469777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -469779.125000 Penalty: 4259.382812
	Iteration 28Q: 3 clusters Score -469779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -469781.437500 Penalty: 4259.382812
	Iteration 29Q: 3 clusters Score -469781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -469784.531250 Penalty: 4259.382812
	Iteration 30Q: 3 clusters Score -469784.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -469786.718750 Penalty: 4259.382812
	Iteration 31Q: 3 clusters Score -469786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -469788.468750 Penalty: 4259.382812
	Iteration 32Q: 3 clusters Score -469788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -469789.750000 Penalty: 4259.382812
	Iteration 33Q: 3 clusters Score -469789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -469789.750000 Penalty: 4259.382812
	Iteration 34F: 3 clusters Score -469789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -422040.531250 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -422040.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -417428.031250 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -417428 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -418475.468750 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -418475.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -418701.343750 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -418701.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -418821.562500 Penalty: 4233.474121
	Iteration 3Q: 3 clusters Score -418821.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -418920.781250 Penalty: 4233.474121
	Iteration 4Q: 3 clusters Score -418920.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -418978.343750 Penalty: 4233.474121
	Iteration 5Q: 3 clusters Score -418978.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -419022.218750 Penalty: 4233.474121
	Iteration 6Q: 3 clusters Score -419022.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -419059.125000 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -419059.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -419101.781250 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -419101.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -419136.343750 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -419136.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -419177.812500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -419177.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -419213.656250 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -419213.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -419256.125000 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -419256.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -419309.593750 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -419309.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -419356.468750 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -419356.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -419399.218750 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -419399.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -419434.562500 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -419434.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -419465.531250 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -419465.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -419497.187500 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -419497.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -419524.843750 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -419524.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -419554.218750 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -419554.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -419591.468750 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -419591.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -419637.093750 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -419637.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -419695.750000 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -419695.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -419746.656250 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -419746.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -419787.750000 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -419787.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -419817.718750 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -419817.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -419845.937500 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -419845.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -419879.437500 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -419879.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -419918.093750 Penalty: 4233.474121
	Iteration 29Q: 3 clusters Score -419918.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -419945.593750 Penalty: 4233.474121
	Iteration 30Q: 3 clusters Score -419945.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -419976.218750 Penalty: 4233.474121
	Iteration 31Q: 3 clusters Score -419976.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -419998.531250 Penalty: 4233.474121
	Iteration 32Q: 3 clusters Score -419998.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -420019.312500 Penalty: 4233.474121
	Iteration 33Q: 3 clusters Score -420019.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -420040.906250 Penalty: 4233.474121
	Iteration 34Q: 3 clusters Score -420040.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -420053.031250 Penalty: 4233.474121
	Iteration 35Q: 3 clusters Score -420053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -420061.500000 Penalty: 4233.474121
	Iteration 36Q: 3 clusters Score -420061.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -420066.843750 Penalty: 4233.474121
	Iteration 37Q: 3 clusters Score -420066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -420069.718750 Penalty: 4233.474121
	Iteration 38Q: 3 clusters Score -420069.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -420073.218750 Penalty: 4233.474121
	Iteration 39Q: 3 clusters Score -420073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -420074.718750 Penalty: 4233.474121
	Iteration 40F: 3 clusters Score -420074.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -420082.093750 Penalty: 4233.474121
	Iteration 41Q: 3 clusters Score -420082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -420088.406250 Penalty: 4233.474121
	Iteration 42Q: 3 clusters Score -420088.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -420092.750000 Penalty: 4233.474121
	Iteration 43Q: 3 clusters Score -420092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -420095.812500 Penalty: 4233.474121
	Iteration 44Q: 3 clusters Score -420095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -420097.062500 Penalty: 4233.474121
	Iteration 45Q: 3 clusters Score -420097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -420098.843750 Penalty: 4233.474121
	Iteration 46Q: 3 clusters Score -420098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -420099.062500 Penalty: 4233.474121
	Iteration 47Q: 3 clusters Score -420099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -420099.750000 Penalty: 4233.474121
	Iteration 48Q: 3 clusters Score -420099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -420100.625000 Penalty: 4233.474121
	Iteration 49Q: 3 clusters Score -420100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -420102.093750 Penalty: 4233.474121
	Iteration 50Q: 3 clusters Score -420102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -420105.000000 Penalty: 4233.474121
	Iteration 51Q: 3 clusters Score -420105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -420107.031250 Penalty: 4233.474121
	Iteration 52Q: 3 clusters Score -420107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -420109.937500 Penalty: 4233.474121
	Iteration 53Q: 3 clusters Score -420109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -420110.281250 Penalty: 4233.474121
	Iteration 54Q: 3 clusters Score -420110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -420113.781250 Penalty: 4233.474121
	Iteration 55Q: 3 clusters Score -420113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -420117.968750 Penalty: 4233.474121
	Iteration 56Q: 3 clusters Score -420118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -420122.625000 Penalty: 4233.474121
	Iteration 57Q: 3 clusters Score -420122.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -420128.906250 Penalty: 4233.474121
	Iteration 58Q: 3 clusters Score -420128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -420134.906250 Penalty: 4233.474121
	Iteration 59Q: 3 clusters Score -420134.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -420139.031250 Penalty: 4233.474121
	Iteration 60F: 3 clusters Score -420139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -420139.843750 Penalty: 4233.474121
	Iteration 61Q: 3 clusters Score -420139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -420142.031250 Penalty: 4233.474121
	Iteration 62Q: 3 clusters Score -420142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -420144.937500 Penalty: 4233.474121
	Iteration 63Q: 3 clusters Score -420144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -420147.406250 Penalty: 4233.474121
	Iteration 64Q: 3 clusters Score -420147.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -420151.875000 Penalty: 4233.474121
	Iteration 65Q: 3 clusters Score -420151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -420151.937500 Penalty: 4233.474121
	Iteration 66Q: 3 clusters Score -420151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -420151.718750 Penalty: 4233.474121
	Iteration 67Q: 3 clusters Score -420151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -420151.718750 Penalty: 4233.474121
	Iteration 68F: 3 clusters Score -420151.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Entering Unmasked Estep 
Score: -520979.468750 Penalty: 2155.612549
	Iteration 0F: 2 clusters Score -520979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -515870.875000 Penalty: 4311.225098
	Iteration 0F: 3 clusters Score -515870.9 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -517167.562500 Penalty: 4311.225098
	Iteration 1F: 3 clusters Score -517167.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -517349.281250 Penalty: 4311.225098
	Iteration 2F: 3 clusters Score -517349.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -517473.593750 Penalty: 4311.225098
	Iteration 3Q: 3 clusters Score -517473.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -517568.156250 Penalty: 4311.225098
	Iteration 4Q: 3 clusters Score -517568.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -517630.781250 Penalty: 4311.225098
	Iteration 5Q: 3 clusters Score -517630.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -517672.625000 Penalty: 4311.225098
	Iteration 6Q: 3 clusters Score -517672.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -517705.718750 Penalty: 4311.225098
	Iteration 7Q: 3 clusters Score -517705.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -517737.156250 Penalty: 4311.225098
	Iteration 8Q: 3 clusters Score -517737.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -517765.218750 Penalty: 4311.225098
	Iteration 9Q: 3 clusters Score -517765.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -517795.531250 Penalty: 4311.225098
	Iteration 10Q: 3 clusters Score -517795.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -517831.906250 Penalty: 4311.225098
	Iteration 11Q: 3 clusters Score -517831.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -517867.593750 Penalty: 4311.225098
	Iteration 12Q: 3 clusters Score -517867.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -517901.468750 Penalty: 4311.225098
	Iteration 13Q: 3 clusters Score -517901.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -517928.031250 Penalty: 4311.225098
	Iteration 14Q: 3 clusters Score -517928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -517955.968750 Penalty: 4311.225098
	Iteration 15Q: 3 clusters Score -517956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -517981.375000 Penalty: 4311.225098
	Iteration 16Q: 3 clusters Score -517981.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -518010.218750 Penalty: 4311.225098
	Iteration 17Q: 3 clusters Score -518010.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -518043.906250 Penalty: 4311.225098
	Iteration 18Q: 3 clusters Score -518043.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -518081.093750 Penalty: 4311.225098
	Iteration 19Q: 3 clusters Score -518081.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -518122.656250 Penalty: 4311.225098
	Iteration 20F: 3 clusters Score -518122.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -518176.687500 Penalty: 4311.225098
	Iteration 21Q: 3 clusters Score -518176.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -518245.906250 Penalty: 4311.225098
	Iteration 22Q: 3 clusters Score -518245.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -518308.031250 Penalty: 4311.225098
	Iteration 23Q: 3 clusters Score -518308 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -518364.593750 Penalty: 4311.225098
	Iteration 24Q: 3 clusters Score -518364.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -518427.718750 Penalty: 4311.225098
	Iteration 25Q: 3 clusters Score -518427.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -518487.375000 Penalty: 4311.225098
	Iteration 26Q: 3 clusters Score -518487.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -518553.312500 Penalty: 4311.225098
	Iteration 27Q: 3 clusters Score -518553.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -518615.437500 Penalty: 4311.225098
	Iteration 28Q: 3 clusters Score -518615.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -518670.062500 Penalty: 4311.225098
	Iteration 29Q: 3 clusters Score -518670.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -518714.093750 Penalty: 4311.225098
	Iteration 30Q: 3 clusters Score -518714.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -518758.687500 Penalty: 4311.225098
	Iteration 31Q: 3 clusters Score -518758.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -518803.437500 Penalty: 4311.225098
	Iteration 32Q: 3 clusters Score -518803.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -518854.625000 Penalty: 4311.225098
	Iteration 33Q: 3 clusters Score -518854.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -518892.937500 Penalty: 4311.225098
	Iteration 34Q: 3 clusters Score -518892.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -518928.125000 Penalty: 4311.225098
	Iteration 35Q: 3 clusters Score -518928.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -518954.343750 Penalty: 4311.225098
	Iteration 36Q: 3 clusters Score -518954.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -518973.093750 Penalty: 4311.225098
	Iteration 37Q: 3 clusters Score -518973.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -518988.531250 Penalty: 4311.225098
	Iteration 38Q: 3 clusters Score -518988.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -518998.500000 Penalty: 4311.225098
	Iteration 39Q: 3 clusters Score -518998.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -519003.968750 Penalty: 4311.225098
	Iteration 40F: 3 clusters Score -519004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -519011.937500 Penalty: 4311.225098
	Iteration 41Q: 3 clusters Score -519011.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -519014.125000 Penalty: 4311.225098
	Iteration 42Q: 3 clusters Score -519014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -519017.312500 Penalty: 4311.225098
	Iteration 43Q: 3 clusters Score -519017.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -519021.062500 Penalty: 4311.225098
	Iteration 44Q: 3 clusters Score -519021.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -519026.968750 Penalty: 4311.225098
	Iteration 45Q: 3 clusters Score -519027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -519035.562500 Penalty: 4311.225098
	Iteration 46Q: 3 clusters Score -519035.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -519046.531250 Penalty: 4311.225098
	Iteration 47Q: 3 clusters Score -519046.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -519056.531250 Penalty: 4311.225098
	Iteration 48Q: 3 clusters Score -519056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -519062.187500 Penalty: 4311.225098
	Iteration 49Q: 3 clusters Score -519062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -519063.156250 Penalty: 4311.225098
	Iteration 50Q: 3 clusters Score -519063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -519065.625000 Penalty: 4311.225098
	Iteration 51Q: 3 clusters Score -519065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -519068.093750 Penalty: 4311.225098
	Iteration 52Q: 3 clusters Score -519068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -519068.250000 Penalty: 4311.225098
	Iteration 53Q: 3 clusters Score -519068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -519069.593750 Penalty: 4311.225098
	Iteration 54Q: 3 clusters Score -519069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -519069.593750 Penalty: 4311.225098
	Iteration 55F: 3 clusters Score -519069.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Entering Unmasked Estep 
Score: -1832641.500000 Penalty: 2471.531250
	Iteration 0F: 2 clusters Score -1832642 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 10687 members 
Entering Unmasked Estep 
Score: -1817711.625000 Penalty: 4943.062500
	Iteration 0F: 3 clusters Score -1817712 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1822909.750000 Penalty: 4943.062500
	Iteration 1F: 3 clusters Score -1822910 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1823539.250000 Penalty: 4943.062500
	Iteration 2F: 3 clusters Score -1823539 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1824251.125000 Penalty: 4943.062500
	Iteration 3F: 3 clusters Score -1824251 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1824991.250000 Penalty: 4943.062500
	Iteration 4F: 3 clusters Score -1824991 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1825790.500000 Penalty: 4943.062500
	Iteration 5F: 3 clusters Score -1825790 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1826694.125000 Penalty: 4943.062500
	Iteration 6F: 3 clusters Score -1826694 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1827552.750000 Penalty: 4943.062500
	Iteration 7F: 3 clusters Score -1827553 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1828348.250000 Penalty: 4943.062500
	Iteration 8Q: 3 clusters Score -1828348 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1829111.250000 Penalty: 4943.062500
	Iteration 9Q: 3 clusters Score -1829111 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1829678.375000 Penalty: 4943.062500
	Iteration 10Q: 3 clusters Score -1829678 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1829947.875000 Penalty: 4943.062500
	Iteration 11Q: 3 clusters Score -1829948 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1830102.875000 Penalty: 4943.062500
	Iteration 12Q: 3 clusters Score -1830103 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1830190.750000 Penalty: 4943.062500
	Iteration 13Q: 3 clusters Score -1830191 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1830250.250000 Penalty: 4943.062500
	Iteration 14Q: 3 clusters Score -1830250 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1830296.500000 Penalty: 4943.062500
	Iteration 15Q: 3 clusters Score -1830296 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1830325.625000 Penalty: 4943.062500
	Iteration 16Q: 3 clusters Score -1830326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1830349.125000 Penalty: 4943.062500
	Iteration 17Q: 3 clusters Score -1830349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1830365.250000 Penalty: 4943.062500
	Iteration 18Q: 3 clusters Score -1830365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1830383.625000 Penalty: 4943.062500
	Iteration 19Q: 3 clusters Score -1830384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1830407.000000 Penalty: 4943.062500
	Iteration 20F: 3 clusters Score -1830407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1830441.000000 Penalty: 4943.062500
	Iteration 21Q: 3 clusters Score -1830441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1830458.250000 Penalty: 4943.062500
	Iteration 22Q: 3 clusters Score -1830458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1830483.125000 Penalty: 4943.062500
	Iteration 23Q: 3 clusters Score -1830483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1830499.750000 Penalty: 4943.062500
	Iteration 24Q: 3 clusters Score -1830500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -1830521.125000 Penalty: 4943.062500
	Iteration 25Q: 3 clusters Score -1830521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -1830527.750000 Penalty: 4943.062500
	Iteration 26Q: 3 clusters Score -1830528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1830536.875000 Penalty: 4943.062500
	Iteration 27Q: 3 clusters Score -1830537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1830555.500000 Penalty: 4943.062500
	Iteration 28Q: 3 clusters Score -1830556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -1830566.125000 Penalty: 4943.062500
	Iteration 29Q: 3 clusters Score -1830566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1830578.875000 Penalty: 4943.062500
	Iteration 30Q: 3 clusters Score -1830579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1830593.875000 Penalty: 4943.062500
	Iteration 31Q: 3 clusters Score -1830594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1830608.625000 Penalty: 4943.062500
	Iteration 32Q: 3 clusters Score -1830609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1830614.625000 Penalty: 4943.062500
	Iteration 33Q: 3 clusters Score -1830615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -1830624.125000 Penalty: 4943.062500
	Iteration 34Q: 3 clusters Score -1830624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1830628.750000 Penalty: 4943.062500
	Iteration 35Q: 3 clusters Score -1830629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1830627.625000 Penalty: 4943.062500
	Iteration 36Q: 3 clusters Score -1830628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1830633.000000 Penalty: 4943.062500
	Iteration 37Q: 3 clusters Score -1830633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -1830636.500000 Penalty: 4943.062500
	Iteration 38Q: 3 clusters Score -1830636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -1830638.000000 Penalty: 4943.062500
	Iteration 39Q: 3 clusters Score -1830638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1830640.500000 Penalty: 4943.062500
	Iteration 40F: 3 clusters Score -1830640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -1830643.000000 Penalty: 4943.062500
	Iteration 41Q: 3 clusters Score -1830643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1830643.375000 Penalty: 4943.062500
	Iteration 42Q: 3 clusters Score -1830643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1830648.500000 Penalty: 4943.062500
	Iteration 43Q: 3 clusters Score -1830648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1830647.875000 Penalty: 4943.062500
	Iteration 44Q: 3 clusters Score -1830648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -1830648.625000 Penalty: 4943.062500
	Iteration 45Q: 3 clusters Score -1830649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1830648.250000 Penalty: 4943.062500
	Iteration 46Q: 3 clusters Score -1830648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -1830651.375000 Penalty: 4943.062500
	Iteration 47Q: 3 clusters Score -1830651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -1830653.125000 Penalty: 4943.062500
	Iteration 48Q: 3 clusters Score -1830653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -1830654.500000 Penalty: 4943.062500
	Iteration 49Q: 3 clusters Score -1830654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1830656.750000 Penalty: 4943.062500
	Iteration 50Q: 3 clusters Score -1830657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -1830661.125000 Penalty: 4943.062500
	Iteration 51Q: 3 clusters Score -1830661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1830662.250000 Penalty: 4943.062500
	Iteration 52Q: 3 clusters Score -1830662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1830667.000000 Penalty: 4943.062500
	Iteration 53Q: 3 clusters Score -1830667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1830667.000000 Penalty: 4943.062500
	Iteration 54Q: 3 clusters Score -1830667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1830670.250000 Penalty: 4943.062500
	Iteration 55Q: 3 clusters Score -1830670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1830670.500000 Penalty: 4943.062500
	Iteration 56Q: 3 clusters Score -1830670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1830671.500000 Penalty: 4943.062500
	Iteration 57Q: 3 clusters Score -1830672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1830671.875000 Penalty: 4943.062500
	Iteration 58Q: 3 clusters Score -1830672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1830674.000000 Penalty: 4943.062500
	Iteration 59Q: 3 clusters Score -1830674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1830674.875000 Penalty: 4943.062500
	Iteration 60F: 3 clusters Score -1830675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -427509.125000 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -427509.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -423080.406250 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -423080.4 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -424100.156250 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -424100.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -424318.656250 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -424318.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -424450.625000 Penalty: 4211.562988
	Iteration 3F: 3 clusters Score -424450.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -424556.500000 Penalty: 4211.562988
	Iteration 4Q: 3 clusters Score -424556.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -424637.781250 Penalty: 4211.562988
	Iteration 5Q: 3 clusters Score -424637.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -424716.218750 Penalty: 4211.562988
	Iteration 6Q: 3 clusters Score -424716.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -424798.656250 Penalty: 4211.562988
	Iteration 7Q: 3 clusters Score -424798.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -424865.187500 Penalty: 4211.562988
	Iteration 8Q: 3 clusters Score -424865.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -424930.343750 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -424930.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -424997.781250 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -424997.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -425049.937500 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -425049.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -425099.718750 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -425099.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -425142.843750 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -425142.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -425181.437500 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -425181.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -425220.968750 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -425221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -425262.625000 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -425262.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -425302.000000 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -425302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -425333.156250 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -425333.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -425361.281250 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -425361.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -425386.156250 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -425386.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -425406.937500 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -425406.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -425430.531250 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -425430.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -425450.156250 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -425450.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -425464.875000 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -425464.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -425482.312500 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -425482.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -425509.250000 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -425509.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -425527.812500 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -425527.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -425544.343750 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -425544.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -425558.000000 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -425558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -425564.906250 Penalty: 4211.562988
	Iteration 30Q: 3 clusters Score -425564.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -425572.718750 Penalty: 4211.562988
	Iteration 31Q: 3 clusters Score -425572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -425578.343750 Penalty: 4211.562988
	Iteration 32Q: 3 clusters Score -425578.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -425581.750000 Penalty: 4211.562988
	Iteration 33Q: 3 clusters Score -425581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -425584.406250 Penalty: 4211.562988
	Iteration 34Q: 3 clusters Score -425584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -425590.875000 Penalty: 4211.562988
	Iteration 35Q: 3 clusters Score -425590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -425592.593750 Penalty: 4211.562988
	Iteration 36Q: 3 clusters Score -425592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -425594.468750 Penalty: 4211.562988
	Iteration 37Q: 3 clusters Score -425594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -425597.593750 Penalty: 4211.562988
	Iteration 38Q: 3 clusters Score -425597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -425597.875000 Penalty: 4211.562988
	Iteration 39Q: 3 clusters Score -425597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -425597.875000 Penalty: 4211.562988
	Iteration 40F: 3 clusters Score -425597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Entering Unmasked Estep 
Score: -2026006.000000 Penalty: 2495.467773
	Iteration 0F: 2 clusters Score -2026006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2009768.250000 Penalty: 4990.935547
	Iteration 0F: 3 clusters Score -2009768 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2015805.125000 Penalty: 4990.935547
	Iteration 1F: 3 clusters Score -2015805 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2016714.000000 Penalty: 4990.935547
	Iteration 2F: 3 clusters Score -2016714 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2017708.500000 Penalty: 4990.935547
	Iteration 3F: 3 clusters Score -2017708 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2018700.125000 Penalty: 4990.935547
	Iteration 4F: 3 clusters Score -2018700 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2019608.125000 Penalty: 4990.935547
	Iteration 5F: 3 clusters Score -2019608 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2020384.125000 Penalty: 4990.935547
	Iteration 6F: 3 clusters Score -2020384 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2020987.250000 Penalty: 4990.935547
	Iteration 7Q: 3 clusters Score -2020987 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2021459.125000 Penalty: 4990.935547
	Iteration 8Q: 3 clusters Score -2021459 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2021844.625000 Penalty: 4990.935547
	Iteration 9Q: 3 clusters Score -2021845 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2022168.375000 Penalty: 4990.935547
	Iteration 10Q: 3 clusters Score -2022168 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2022482.125000 Penalty: 4990.935547
	Iteration 11Q: 3 clusters Score -2022482 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2022753.500000 Penalty: 4990.935547
	Iteration 12Q: 3 clusters Score -2022754 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2023016.250000 Penalty: 4990.935547
	Iteration 13Q: 3 clusters Score -2023016 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2023234.625000 Penalty: 4990.935547
	Iteration 14Q: 3 clusters Score -2023235 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2023432.625000 Penalty: 4990.935547
	Iteration 15Q: 3 clusters Score -2023433 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2023574.125000 Penalty: 4990.935547
	Iteration 16Q: 3 clusters Score -2023574 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2023676.750000 Penalty: 4990.935547
	Iteration 17Q: 3 clusters Score -2023677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2023748.625000 Penalty: 4990.935547
	Iteration 18Q: 3 clusters Score -2023749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2023818.125000 Penalty: 4990.935547
	Iteration 19Q: 3 clusters Score -2023818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2023862.375000 Penalty: 4990.935547
	Iteration 20F: 3 clusters Score -2023862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2023894.750000 Penalty: 4990.935547
	Iteration 21Q: 3 clusters Score -2023895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2023913.500000 Penalty: 4990.935547
	Iteration 22Q: 3 clusters Score -2023914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2023925.750000 Penalty: 4990.935547
	Iteration 23Q: 3 clusters Score -2023926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2023942.500000 Penalty: 4990.935547
	Iteration 24Q: 3 clusters Score -2023942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2023950.125000 Penalty: 4990.935547
	Iteration 25Q: 3 clusters Score -2023950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2023959.125000 Penalty: 4990.935547
	Iteration 26Q: 3 clusters Score -2023959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2023958.625000 Penalty: 4990.935547
	Iteration 27Q: 3 clusters Score -2023959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2023961.375000 Penalty: 4990.935547
	Iteration 28Q: 3 clusters Score -2023961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2023961.250000 Penalty: 4990.935547
	Iteration 29Q: 3 clusters Score -2023961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2023966.000000 Penalty: 4990.935547
	Iteration 30Q: 3 clusters Score -2023966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2023965.750000 Penalty: 4990.935547
	Iteration 31Q: 3 clusters Score -2023966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2023971.875000 Penalty: 4990.935547
	Iteration 32Q: 3 clusters Score -2023972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2023976.250000 Penalty: 4990.935547
	Iteration 33Q: 3 clusters Score -2023976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2023976.875000 Penalty: 4990.935547
	Iteration 34Q: 3 clusters Score -2023977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2023974.750000 Penalty: 4990.935547
	Iteration 35Q: 3 clusters Score -2023975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2023974.625000 Penalty: 4990.935547
	Iteration 36Q: 3 clusters Score -2023975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2023977.750000 Penalty: 4990.935547
	Iteration 37Q: 3 clusters Score -2023978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2023982.250000 Penalty: 4990.935547
	Iteration 38Q: 3 clusters Score -2023982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2023986.625000 Penalty: 4990.935547
	Iteration 39Q: 3 clusters Score -2023987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2023987.500000 Penalty: 4990.935547
	Iteration 40F: 3 clusters Score -2023988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2023987.875000 Penalty: 4990.935547
	Iteration 41Q: 3 clusters Score -2023988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2023988.875000 Penalty: 4990.935547
	Iteration 42Q: 3 clusters Score -2023989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2023989.375000 Penalty: 4990.935547
	Iteration 43Q: 3 clusters Score -2023989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2023988.125000 Penalty: 4990.935547
	Iteration 44Q: 3 clusters Score -2023988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2023989.625000 Penalty: 4990.935547
	Iteration 45Q: 3 clusters Score -2023990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2023992.000000 Penalty: 4990.935547
	Iteration 46Q: 3 clusters Score -2023992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2023991.500000 Penalty: 4990.935547
	Iteration 47Q: 3 clusters Score -2023992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2023990.625000 Penalty: 4990.935547
	Iteration 48Q: 3 clusters Score -2023991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2023991.875000 Penalty: 4990.935547
	Iteration 49Q: 3 clusters Score -2023992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2023994.000000 Penalty: 4990.935547
	Iteration 50Q: 3 clusters Score -2023994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2023994.125000 Penalty: 4990.935547
	Iteration 51Q: 3 clusters Score -2023994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2023992.625000 Penalty: 4990.935547
	Iteration 52Q: 3 clusters Score -2023993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2023994.625000 Penalty: 4990.935547
	Iteration 53Q: 3 clusters Score -2023995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2023993.875000 Penalty: 4990.935547
	Iteration 54Q: 3 clusters Score -2023994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2023993.875000 Penalty: 4990.935547
	Iteration 55F: 3 clusters Score -2023994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Entering Unmasked Estep 
Score: -673513.875000 Penalty: 2197.051758
	Iteration 0F: 2 clusters Score -673513.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -667681.125000 Penalty: 4394.103516
	Iteration 0F: 3 clusters Score -667681.1 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -669239.187500 Penalty: 4394.103516
	Iteration 1F: 3 clusters Score -669239.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -669506.875000 Penalty: 4394.103516
	Iteration 2F: 3 clusters Score -669506.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -669678.687500 Penalty: 4394.103516
	Iteration 3F: 3 clusters Score -669678.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -669799.875000 Penalty: 4394.103516
	Iteration 4Q: 3 clusters Score -669799.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -669907.437500 Penalty: 4394.103516
	Iteration 5Q: 3 clusters Score -669907.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -669984.937500 Penalty: 4394.103516
	Iteration 6Q: 3 clusters Score -669984.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -670071.625000 Penalty: 4394.103516
	Iteration 7Q: 3 clusters Score -670071.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -670157.875000 Penalty: 4394.103516
	Iteration 8Q: 3 clusters Score -670157.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -670251.937500 Penalty: 4394.103516
	Iteration 9Q: 3 clusters Score -670251.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -670346.000000 Penalty: 4394.103516
	Iteration 10Q: 3 clusters Score -670346 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -670444.250000 Penalty: 4394.103516
	Iteration 11Q: 3 clusters Score -670444.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -670543.750000 Penalty: 4394.103516
	Iteration 12Q: 3 clusters Score -670543.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -670632.937500 Penalty: 4394.103516
	Iteration 13Q: 3 clusters Score -670632.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -670721.500000 Penalty: 4394.103516
	Iteration 14Q: 3 clusters Score -670721.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -670818.187500 Penalty: 4394.103516
	Iteration 15Q: 3 clusters Score -670818.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -670924.687500 Penalty: 4394.103516
	Iteration 16Q: 3 clusters Score -670924.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -671027.125000 Penalty: 4394.103516
	Iteration 17Q: 3 clusters Score -671027.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -671124.562500 Penalty: 4394.103516
	Iteration 18Q: 3 clusters Score -671124.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -671190.187500 Penalty: 4394.103516
	Iteration 19Q: 3 clusters Score -671190.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -671256.250000 Penalty: 4394.103516
	Iteration 20F: 3 clusters Score -671256.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -671312.187500 Penalty: 4394.103516
	Iteration 21Q: 3 clusters Score -671312.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -671365.375000 Penalty: 4394.103516
	Iteration 22Q: 3 clusters Score -671365.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -671398.125000 Penalty: 4394.103516
	Iteration 23Q: 3 clusters Score -671398.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -671419.250000 Penalty: 4394.103516
	Iteration 24Q: 3 clusters Score -671419.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -671430.187500 Penalty: 4394.103516
	Iteration 25Q: 3 clusters Score -671430.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -671443.875000 Penalty: 4394.103516
	Iteration 26Q: 3 clusters Score -671443.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -671458.875000 Penalty: 4394.103516
	Iteration 27Q: 3 clusters Score -671458.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -671470.000000 Penalty: 4394.103516
	Iteration 28Q: 3 clusters Score -671470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -671475.625000 Penalty: 4394.103516
	Iteration 29Q: 3 clusters Score -671475.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -671484.437500 Penalty: 4394.103516
	Iteration 30Q: 3 clusters Score -671484.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -671489.000000 Penalty: 4394.103516
	Iteration 31Q: 3 clusters Score -671489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -671492.000000 Penalty: 4394.103516
	Iteration 32Q: 3 clusters Score -671492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -671496.062500 Penalty: 4394.103516
	Iteration 33Q: 3 clusters Score -671496.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -671500.750000 Penalty: 4394.103516
	Iteration 34Q: 3 clusters Score -671500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -671506.375000 Penalty: 4394.103516
	Iteration 35Q: 3 clusters Score -671506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -671508.375000 Penalty: 4394.103516
	Iteration 36Q: 3 clusters Score -671508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -671509.687500 Penalty: 4394.103516
	Iteration 37Q: 3 clusters Score -671509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -671509.687500 Penalty: 4394.103516
	Iteration 38F: 3 clusters Score -671509.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -348330.093750 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -348330.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -344367.906250 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -344367.9 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -345282.875000 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -345282.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -345469.937500 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -345469.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -345589.906250 Penalty: 4127.425293
	Iteration 3Q: 3 clusters Score -345589.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -345675.750000 Penalty: 4127.425293
	Iteration 4Q: 3 clusters Score -345675.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -345746.718750 Penalty: 4127.425293
	Iteration 5Q: 3 clusters Score -345746.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -345797.968750 Penalty: 4127.425293
	Iteration 6Q: 3 clusters Score -345798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -345830.437500 Penalty: 4127.425293
	Iteration 7Q: 3 clusters Score -345830.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -345860.281250 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -345860.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -345897.250000 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -345897.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -345933.531250 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -345933.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -345965.843750 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -345965.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -346010.562500 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -346010.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -346046.750000 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -346046.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -346079.968750 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -346080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -346106.343750 Penalty: 4127.425293
	Iteration 15Q: 3 clusters Score -346106.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -346134.406250 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -346134.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -346161.187500 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -346161.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -346182.937500 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -346182.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -346195.500000 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -346195.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -346209.593750 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -346209.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -346225.843750 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -346225.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -346239.250000 Penalty: 4127.425293
	Iteration 22Q: 3 clusters Score -346239.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -346249.156250 Penalty: 4127.425293
	Iteration 23Q: 3 clusters Score -346249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -346256.906250 Penalty: 4127.425293
	Iteration 24Q: 3 clusters Score -346256.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -346262.906250 Penalty: 4127.425293
	Iteration 25Q: 3 clusters Score -346262.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -346268.000000 Penalty: 4127.425293
	Iteration 26Q: 3 clusters Score -346268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -346272.718750 Penalty: 4127.425293
	Iteration 27Q: 3 clusters Score -346272.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -346279.375000 Penalty: 4127.425293
	Iteration 28Q: 3 clusters Score -346279.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -346285.062500 Penalty: 4127.425293
	Iteration 29Q: 3 clusters Score -346285.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -346292.062500 Penalty: 4127.425293
	Iteration 30Q: 3 clusters Score -346292.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -346302.156250 Penalty: 4127.425293
	Iteration 31Q: 3 clusters Score -346302.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -346311.125000 Penalty: 4127.425293
	Iteration 32Q: 3 clusters Score -346311.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -346318.218750 Penalty: 4127.425293
	Iteration 33Q: 3 clusters Score -346318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -346322.843750 Penalty: 4127.425293
	Iteration 34Q: 3 clusters Score -346322.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -346328.375000 Penalty: 4127.425293
	Iteration 35Q: 3 clusters Score -346328.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -346335.218750 Penalty: 4127.425293
	Iteration 36Q: 3 clusters Score -346335.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -346341.031250 Penalty: 4127.425293
	Iteration 37Q: 3 clusters Score -346341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -346346.375000 Penalty: 4127.425293
	Iteration 38Q: 3 clusters Score -346346.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -346351.406250 Penalty: 4127.425293
	Iteration 39Q: 3 clusters Score -346351.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -346357.593750 Penalty: 4127.425293
	Iteration 40F: 3 clusters Score -346357.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -346365.906250 Penalty: 4127.425293
	Iteration 41Q: 3 clusters Score -346365.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -346375.656250 Penalty: 4127.425293
	Iteration 42Q: 3 clusters Score -346375.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -346385.343750 Penalty: 4127.425293
	Iteration 43Q: 3 clusters Score -346385.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -346394.375000 Penalty: 4127.425293
	Iteration 44Q: 3 clusters Score -346394.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -346398.562500 Penalty: 4127.425293
	Iteration 45Q: 3 clusters Score -346398.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -346401.281250 Penalty: 4127.425293
	Iteration 46Q: 3 clusters Score -346401.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -346404.843750 Penalty: 4127.425293
	Iteration 47Q: 3 clusters Score -346404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -346409.718750 Penalty: 4127.425293
	Iteration 48Q: 3 clusters Score -346409.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -346412.781250 Penalty: 4127.425293
	Iteration 49Q: 3 clusters Score -346412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -346416.906250 Penalty: 4127.425293
	Iteration 50Q: 3 clusters Score -346416.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -346420.625000 Penalty: 4127.425293
	Iteration 51Q: 3 clusters Score -346420.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -346423.406250 Penalty: 4127.425293
	Iteration 52Q: 3 clusters Score -346423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -346425.531250 Penalty: 4127.425293
	Iteration 53Q: 3 clusters Score -346425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -346426.812500 Penalty: 4127.425293
	Iteration 54Q: 3 clusters Score -346426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -346428.281250 Penalty: 4127.425293
	Iteration 55Q: 3 clusters Score -346428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -346431.937500 Penalty: 4127.425293
	Iteration 56Q: 3 clusters Score -346431.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -346437.625000 Penalty: 4127.425293
	Iteration 57Q: 3 clusters Score -346437.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346444.218750 Penalty: 4127.425293
	Iteration 58Q: 3 clusters Score -346444.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -346449.687500 Penalty: 4127.425293
	Iteration 59Q: 3 clusters Score -346449.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -346453.593750 Penalty: 4127.425293
	Iteration 60F: 3 clusters Score -346453.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -346458.281250 Penalty: 4127.425293
	Iteration 61Q: 3 clusters Score -346458.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -346463.875000 Penalty: 4127.425293
	Iteration 62Q: 3 clusters Score -346463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -346468.906250 Penalty: 4127.425293
	Iteration 63Q: 3 clusters Score -346468.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -346473.906250 Penalty: 4127.425293
	Iteration 64Q: 3 clusters Score -346473.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -346479.250000 Penalty: 4127.425293
	Iteration 65Q: 3 clusters Score -346479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -346483.687500 Penalty: 4127.425293
	Iteration 66Q: 3 clusters Score -346483.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -346487.781250 Penalty: 4127.425293
	Iteration 67Q: 3 clusters Score -346487.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -346493.187500 Penalty: 4127.425293
	Iteration 68Q: 3 clusters Score -346493.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -346497.718750 Penalty: 4127.425293
	Iteration 69Q: 3 clusters Score -346497.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -346501.875000 Penalty: 4127.425293
	Iteration 70Q: 3 clusters Score -346501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -346505.312500 Penalty: 4127.425293
	Iteration 71Q: 3 clusters Score -346505.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -346509.500000 Penalty: 4127.425293
	Iteration 72Q: 3 clusters Score -346509.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -346512.062500 Penalty: 4127.425293
	Iteration 73Q: 3 clusters Score -346512.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -346515.718750 Penalty: 4127.425293
	Iteration 74Q: 3 clusters Score -346515.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -346519.781250 Penalty: 4127.425293
	Iteration 75Q: 3 clusters Score -346519.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -346522.875000 Penalty: 4127.425293
	Iteration 76Q: 3 clusters Score -346522.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -346526.500000 Penalty: 4127.425293
	Iteration 77Q: 3 clusters Score -346526.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -346526.843750 Penalty: 4127.425293
	Iteration 78Q: 3 clusters Score -346526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -346528.968750 Penalty: 4127.425293
	Iteration 79Q: 3 clusters Score -346529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -346532.312500 Penalty: 4127.425293
	Iteration 80F: 3 clusters Score -346532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -346536.593750 Penalty: 4127.425293
	Iteration 81Q: 3 clusters Score -346536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -346540.187500 Penalty: 4127.425293
	Iteration 82Q: 3 clusters Score -346540.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -346544.062500 Penalty: 4127.425293
	Iteration 83Q: 3 clusters Score -346544.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -346547.687500 Penalty: 4127.425293
	Iteration 84Q: 3 clusters Score -346547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -346549.500000 Penalty: 4127.425293
	Iteration 85Q: 3 clusters Score -346549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -346552.281250 Penalty: 4127.425293
	Iteration 86Q: 3 clusters Score -346552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -346554.062500 Penalty: 4127.425293
	Iteration 87Q: 3 clusters Score -346554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -346554.531250 Penalty: 4127.425293
	Iteration 88Q: 3 clusters Score -346554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -346554.875000 Penalty: 4127.425293
	Iteration 89Q: 3 clusters Score -346554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -346554.718750 Penalty: 4127.425293
	Iteration 90Q: 3 clusters Score -346554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -346554.718750 Penalty: 4127.425293
	Iteration 91F: 3 clusters Score -346554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Entering Unmasked Estep 
Score: -899656.437500 Penalty: 2290.191406
	Iteration 0F: 2 clusters Score -899656.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -891832.250000 Penalty: 4580.382812
	Iteration 0F: 3 clusters Score -891832.2 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -894176.687500 Penalty: 4580.382812
	Iteration 1F: 3 clusters Score -894176.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -894441.562500 Penalty: 4580.382812
	Iteration 2F: 3 clusters Score -894441.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -894636.250000 Penalty: 4580.382812
	Iteration 3Q: 3 clusters Score -894636.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -894770.375000 Penalty: 4580.382812
	Iteration 4Q: 3 clusters Score -894770.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -894894.125000 Penalty: 4580.382812
	Iteration 5Q: 3 clusters Score -894894.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -894987.250000 Penalty: 4580.382812
	Iteration 6Q: 3 clusters Score -894987.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -895056.375000 Penalty: 4580.382812
	Iteration 7Q: 3 clusters Score -895056.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -895130.187500 Penalty: 4580.382812
	Iteration 8Q: 3 clusters Score -895130.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -895203.750000 Penalty: 4580.382812
	Iteration 9Q: 3 clusters Score -895203.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -895285.125000 Penalty: 4580.382812
	Iteration 10Q: 3 clusters Score -895285.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -895379.562500 Penalty: 4580.382812
	Iteration 11Q: 3 clusters Score -895379.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -895501.875000 Penalty: 4580.382812
	Iteration 12Q: 3 clusters Score -895501.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -895656.312500 Penalty: 4580.382812
	Iteration 13Q: 3 clusters Score -895656.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -895879.875000 Penalty: 4580.382812
	Iteration 14Q: 3 clusters Score -895879.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -896176.125000 Penalty: 4580.382812
	Iteration 15Q: 3 clusters Score -896176.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -896515.187500 Penalty: 4580.382812
	Iteration 16Q: 3 clusters Score -896515.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -896832.062500 Penalty: 4580.382812
	Iteration 17Q: 3 clusters Score -896832.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -897099.937500 Penalty: 4580.382812
	Iteration 18Q: 3 clusters Score -897099.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -897301.750000 Penalty: 4580.382812
	Iteration 19Q: 3 clusters Score -897301.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -897456.750000 Penalty: 4580.382812
	Iteration 20F: 3 clusters Score -897456.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -897558.750000 Penalty: 4580.382812
	Iteration 21Q: 3 clusters Score -897558.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -897638.812500 Penalty: 4580.382812
	Iteration 22Q: 3 clusters Score -897638.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -897680.562500 Penalty: 4580.382812
	Iteration 23Q: 3 clusters Score -897680.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -897716.375000 Penalty: 4580.382812
	Iteration 24Q: 3 clusters Score -897716.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -897738.750000 Penalty: 4580.382812
	Iteration 25Q: 3 clusters Score -897738.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -897753.312500 Penalty: 4580.382812
	Iteration 26Q: 3 clusters Score -897753.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -897763.375000 Penalty: 4580.382812
	Iteration 27Q: 3 clusters Score -897763.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -897773.375000 Penalty: 4580.382812
	Iteration 28Q: 3 clusters Score -897773.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -897777.125000 Penalty: 4580.382812
	Iteration 29Q: 3 clusters Score -897777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -897777.250000 Penalty: 4580.382812
	Iteration 30Q: 3 clusters Score -897777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -897778.000000 Penalty: 4580.382812
	Iteration 31Q: 3 clusters Score -897778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -897777.125000 Penalty: 4580.382812
	Iteration 32Q: 3 clusters Score -897777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -897777.437500 Penalty: 4580.382812
	Iteration 33Q: 3 clusters Score -897777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -897783.750000 Penalty: 4580.382812
	Iteration 34Q: 3 clusters Score -897783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -897784.937500 Penalty: 4580.382812
	Iteration 35Q: 3 clusters Score -897784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -897785.937500 Penalty: 4580.382812
	Iteration 36Q: 3 clusters Score -897785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -897787.687500 Penalty: 4580.382812
	Iteration 37Q: 3 clusters Score -897787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -897789.562500 Penalty: 4580.382812
	Iteration 38Q: 3 clusters Score -897789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -897790.312500 Penalty: 4580.382812
	Iteration 39Q: 3 clusters Score -897790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -897790.312500 Penalty: 4580.382812
	Iteration 40F: 3 clusters Score -897790.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Entering Unmasked Estep 
Score: -772712.812500 Penalty: 2253.446045
	Iteration 0F: 2 clusters Score -772712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -765763.937500 Penalty: 4506.892090
	Iteration 0F: 3 clusters Score -765763.9 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -767788.562500 Penalty: 4506.892090
	Iteration 1F: 3 clusters Score -767788.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -768074.500000 Penalty: 4506.892090
	Iteration 2F: 3 clusters Score -768074.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -768254.875000 Penalty: 4506.892090
	Iteration 3Q: 3 clusters Score -768254.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -768410.500000 Penalty: 4506.892090
	Iteration 4Q: 3 clusters Score -768410.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -768538.187500 Penalty: 4506.892090
	Iteration 5Q: 3 clusters Score -768538.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -768675.687500 Penalty: 4506.892090
	Iteration 6Q: 3 clusters Score -768675.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -768818.187500 Penalty: 4506.892090
	Iteration 7Q: 3 clusters Score -768818.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -768968.562500 Penalty: 4506.892090
	Iteration 8Q: 3 clusters Score -768968.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -769144.375000 Penalty: 4506.892090
	Iteration 9Q: 3 clusters Score -769144.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -769327.687500 Penalty: 4506.892090
	Iteration 10Q: 3 clusters Score -769327.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -769532.875000 Penalty: 4506.892090
	Iteration 11Q: 3 clusters Score -769532.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -769691.062500 Penalty: 4506.892090
	Iteration 12Q: 3 clusters Score -769691.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -769838.250000 Penalty: 4506.892090
	Iteration 13Q: 3 clusters Score -769838.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -769991.500000 Penalty: 4506.892090
	Iteration 14Q: 3 clusters Score -769991.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -770112.625000 Penalty: 4506.892090
	Iteration 15Q: 3 clusters Score -770112.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -770212.375000 Penalty: 4506.892090
	Iteration 16Q: 3 clusters Score -770212.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -770306.312500 Penalty: 4506.892090
	Iteration 17Q: 3 clusters Score -770306.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -770384.187500 Penalty: 4506.892090
	Iteration 18Q: 3 clusters Score -770384.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -770448.500000 Penalty: 4506.892090
	Iteration 19Q: 3 clusters Score -770448.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -770497.375000 Penalty: 4506.892090
	Iteration 20F: 3 clusters Score -770497.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -770544.000000 Penalty: 4506.892090
	Iteration 21Q: 3 clusters Score -770544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -770587.937500 Penalty: 4506.892090
	Iteration 22Q: 3 clusters Score -770587.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -770621.250000 Penalty: 4506.892090
	Iteration 23Q: 3 clusters Score -770621.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -770653.250000 Penalty: 4506.892090
	Iteration 24Q: 3 clusters Score -770653.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -770681.625000 Penalty: 4506.892090
	Iteration 25Q: 3 clusters Score -770681.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -770703.187500 Penalty: 4506.892090
	Iteration 26Q: 3 clusters Score -770703.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -770718.250000 Penalty: 4506.892090
	Iteration 27Q: 3 clusters Score -770718.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -770734.562500 Penalty: 4506.892090
	Iteration 28Q: 3 clusters Score -770734.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -770748.250000 Penalty: 4506.892090
	Iteration 29Q: 3 clusters Score -770748.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -770758.125000 Penalty: 4506.892090
	Iteration 30Q: 3 clusters Score -770758.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -770768.875000 Penalty: 4506.892090
	Iteration 31Q: 3 clusters Score -770768.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -770777.000000 Penalty: 4506.892090
	Iteration 32Q: 3 clusters Score -770777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -770787.375000 Penalty: 4506.892090
	Iteration 33Q: 3 clusters Score -770787.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -770792.312500 Penalty: 4506.892090
	Iteration 34Q: 3 clusters Score -770792.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -770800.687500 Penalty: 4506.892090
	Iteration 35Q: 3 clusters Score -770800.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -770811.187500 Penalty: 4506.892090
	Iteration 36Q: 3 clusters Score -770811.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -770821.687500 Penalty: 4506.892090
	Iteration 37Q: 3 clusters Score -770821.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -770829.750000 Penalty: 4506.892090
	Iteration 38Q: 3 clusters Score -770829.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -770833.625000 Penalty: 4506.892090
	Iteration 39Q: 3 clusters Score -770833.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -770840.187500 Penalty: 4506.892090
	Iteration 40F: 3 clusters Score -770840.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -770847.437500 Penalty: 4506.892090
	Iteration 41Q: 3 clusters Score -770847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -770854.437500 Penalty: 4506.892090
	Iteration 42Q: 3 clusters Score -770854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -770857.500000 Penalty: 4506.892090
	Iteration 43Q: 3 clusters Score -770857.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -770865.437500 Penalty: 4506.892090
	Iteration 44Q: 3 clusters Score -770865.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -770871.875000 Penalty: 4506.892090
	Iteration 45Q: 3 clusters Score -770871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -770875.500000 Penalty: 4506.892090
	Iteration 46Q: 3 clusters Score -770875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -770878.625000 Penalty: 4506.892090
	Iteration 47Q: 3 clusters Score -770878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -770880.687500 Penalty: 4506.892090
	Iteration 48Q: 3 clusters Score -770880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -770880.500000 Penalty: 4506.892090
	Iteration 49Q: 3 clusters Score -770880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -770881.500000 Penalty: 4506.892090
	Iteration 50Q: 3 clusters Score -770881.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -770883.375000 Penalty: 4506.892090
	Iteration 51Q: 3 clusters Score -770883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -770884.125000 Penalty: 4506.892090
	Iteration 52Q: 3 clusters Score -770884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -770886.875000 Penalty: 4506.892090
	Iteration 53Q: 3 clusters Score -770886.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -770889.562500 Penalty: 4506.892090
	Iteration 54Q: 3 clusters Score -770889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -770889.750000 Penalty: 4506.892090
	Iteration 55Q: 3 clusters Score -770889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -770892.000000 Penalty: 4506.892090
	Iteration 56Q: 3 clusters Score -770892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -770895.437500 Penalty: 4506.892090
	Iteration 57Q: 3 clusters Score -770895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -770895.687500 Penalty: 4506.892090
	Iteration 58Q: 3 clusters Score -770895.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -770898.937500 Penalty: 4506.892090
	Iteration 59Q: 3 clusters Score -770898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -770901.437500 Penalty: 4506.892090
	Iteration 60F: 3 clusters Score -770901.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -770903.125000 Penalty: 4506.892090
	Iteration 61Q: 3 clusters Score -770903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -770903.062500 Penalty: 4506.892090
	Iteration 62Q: 3 clusters Score -770903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -770903.250000 Penalty: 4506.892090
	Iteration 63Q: 3 clusters Score -770903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -770903.187500 Penalty: 4506.892090
	Iteration 64Q: 3 clusters Score -770903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -770903.437500 Penalty: 4506.892090
	Iteration 65Q: 3 clusters Score -770903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -770905.125000 Penalty: 4506.892090
	Iteration 66Q: 3 clusters Score -770905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -770906.312500 Penalty: 4506.892090
	Iteration 67Q: 3 clusters Score -770906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -770911.562500 Penalty: 4506.892090
	Iteration 68Q: 3 clusters Score -770911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -770914.000000 Penalty: 4506.892090
	Iteration 69Q: 3 clusters Score -770914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -770921.250000 Penalty: 4506.892090
	Iteration 70Q: 3 clusters Score -770921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -770924.437500 Penalty: 4506.892090
	Iteration 71Q: 3 clusters Score -770924.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -770930.375000 Penalty: 4506.892090
	Iteration 72Q: 3 clusters Score -770930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -770933.250000 Penalty: 4506.892090
	Iteration 73Q: 3 clusters Score -770933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -770934.250000 Penalty: 4506.892090
	Iteration 74Q: 3 clusters Score -770934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -770935.937500 Penalty: 4506.892090
	Iteration 75Q: 3 clusters Score -770935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -770935.375000 Penalty: 4506.892090
	Iteration 76Q: 3 clusters Score -770935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -770936.187500 Penalty: 4506.892090
	Iteration 77Q: 3 clusters Score -770936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -770936.187500 Penalty: 4506.892090
	Iteration 78F: 3 clusters Score -770936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -593013.562500 Penalty: 2186.506104
	Iteration 0F: 2 clusters Score -593013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -587421.937500 Penalty: 4373.012207
	Iteration 0F: 3 clusters Score -587421.9 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -588868.187500 Penalty: 4373.012207
	Iteration 1F: 3 clusters Score -588868.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -589129.437500 Penalty: 4373.012207
	Iteration 2F: 3 clusters Score -589129.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -589273.750000 Penalty: 4373.012207
	Iteration 3Q: 3 clusters Score -589273.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -589384.562500 Penalty: 4373.012207
	Iteration 4Q: 3 clusters Score -589384.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -589475.250000 Penalty: 4373.012207
	Iteration 5Q: 3 clusters Score -589475.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -589547.437500 Penalty: 4373.012207
	Iteration 6Q: 3 clusters Score -589547.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -589608.125000 Penalty: 4373.012207
	Iteration 7Q: 3 clusters Score -589608.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -589670.375000 Penalty: 4373.012207
	Iteration 8Q: 3 clusters Score -589670.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -589722.375000 Penalty: 4373.012207
	Iteration 9Q: 3 clusters Score -589722.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -589764.125000 Penalty: 4373.012207
	Iteration 10Q: 3 clusters Score -589764.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -589813.062500 Penalty: 4373.012207
	Iteration 11Q: 3 clusters Score -589813.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -589854.312500 Penalty: 4373.012207
	Iteration 12Q: 3 clusters Score -589854.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -589891.312500 Penalty: 4373.012207
	Iteration 13Q: 3 clusters Score -589891.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -589925.125000 Penalty: 4373.012207
	Iteration 14Q: 3 clusters Score -589925.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -589949.750000 Penalty: 4373.012207
	Iteration 15Q: 3 clusters Score -589949.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -589970.812500 Penalty: 4373.012207
	Iteration 16Q: 3 clusters Score -589970.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -589989.937500 Penalty: 4373.012207
	Iteration 17Q: 3 clusters Score -589989.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -590006.125000 Penalty: 4373.012207
	Iteration 18Q: 3 clusters Score -590006.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -590022.937500 Penalty: 4373.012207
	Iteration 19Q: 3 clusters Score -590022.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -590046.250000 Penalty: 4373.012207
	Iteration 20F: 3 clusters Score -590046.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -590069.125000 Penalty: 4373.012207
	Iteration 21Q: 3 clusters Score -590069.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -590084.625000 Penalty: 4373.012207
	Iteration 22Q: 3 clusters Score -590084.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -590096.375000 Penalty: 4373.012207
	Iteration 23Q: 3 clusters Score -590096.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -590104.000000 Penalty: 4373.012207
	Iteration 24Q: 3 clusters Score -590104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -590111.875000 Penalty: 4373.012207
	Iteration 25Q: 3 clusters Score -590111.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -590121.500000 Penalty: 4373.012207
	Iteration 26Q: 3 clusters Score -590121.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -590129.312500 Penalty: 4373.012207
	Iteration 27Q: 3 clusters Score -590129.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -590138.500000 Penalty: 4373.012207
	Iteration 28Q: 3 clusters Score -590138.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -590142.687500 Penalty: 4373.012207
	Iteration 29Q: 3 clusters Score -590142.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -590147.375000 Penalty: 4373.012207
	Iteration 30Q: 3 clusters Score -590147.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -590150.812500 Penalty: 4373.012207
	Iteration 31Q: 3 clusters Score -590150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -590153.875000 Penalty: 4373.012207
	Iteration 32Q: 3 clusters Score -590153.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -590154.500000 Penalty: 4373.012207
	Iteration 33Q: 3 clusters Score -590154.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -590155.875000 Penalty: 4373.012207
	Iteration 34Q: 3 clusters Score -590155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -590156.062500 Penalty: 4373.012207
	Iteration 35Q: 3 clusters Score -590156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -590156.062500 Penalty: 4373.012207
	Iteration 36F: 3 clusters Score -590156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29451 members 
Mstep: Class 9 contains 14913 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106895 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 10948 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21287 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199224.000000 Penalty: 113275.335938
Iteration 239Q: 36 clusters Score -3.819922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29446 members 
Mstep: Class 9 contains 14919 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 12611 members 
Mstep: Class 13 contains 7493 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106891 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 10951 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21289 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199236.000000 Penalty: 113275.335938
Iteration 240F: 36 clusters Score -3.819924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16841 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29445 members 
Mstep: Class 9 contains 14924 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 12613 members 
Mstep: Class 13 contains 7492 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37353 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106888 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 10953 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21289 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199232.000000 Penalty: 113275.335938
Iteration 241Q: 36 clusters Score -3.819923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16841 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29444 members 
Mstep: Class 9 contains 14927 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 12618 members 
Mstep: Class 13 contains 7491 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37349 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106882 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 10955 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21290 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199248.000000 Penalty: 113275.335938
Iteration 242Q: 36 clusters Score -3.819925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16841 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29440 members 
Mstep: Class 9 contains 14928 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 12621 members 
Mstep: Class 13 contains 7487 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37344 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106882 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10958 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21292 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199240.000000 Penalty: 113275.335938
Iteration 243Q: 36 clusters Score -3.819924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29434 members 
Mstep: Class 9 contains 14930 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 12621 members 
Mstep: Class 13 contains 7486 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37344 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106878 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10963 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21294 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199292.000000 Penalty: 113275.335938
Iteration 244Q: 36 clusters Score -3.819929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29431 members 
Mstep: Class 9 contains 14934 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 12622 members 
Mstep: Class 13 contains 7484 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37343 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106873 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 10969 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21295 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199272.000000 Penalty: 113275.335938
Iteration 245Q: 36 clusters Score -3.819927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29423 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37342 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106870 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10975 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21298 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199240.000000 Penalty: 113275.335938
Iteration 246Q: 36 clusters Score -3.819924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29417 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 13 contains 7480 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37341 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106870 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10980 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21300 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199244.000000 Penalty: 113275.335938
Iteration 247Q: 36 clusters Score -3.819924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29411 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7479 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37340 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106870 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10982 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21304 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199272.000000 Penalty: 113275.335938
Iteration 248Q: 36 clusters Score -3.819927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29407 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 13 contains 7480 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37338 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106870 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10984 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21306 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199296.000000 Penalty: 113275.335938
Iteration 249Q: 36 clusters Score -3.81993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29400 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 7481 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37337 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106869 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21310 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199288.000000 Penalty: 113275.335938
Iteration 250Q: 36 clusters Score -3.819929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29396 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 7480 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37337 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106869 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10989 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 21312 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199284.000000 Penalty: 113275.335938
Iteration 251Q: 36 clusters Score -3.819928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29390 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 7480 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37337 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106869 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21313 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199272.000000 Penalty: 113275.335938
Iteration 252Q: 36 clusters Score -3.819927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29384 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 7479 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37337 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106869 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 10996 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21318 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199276.000000 Penalty: 113275.335938
Iteration 253Q: 36 clusters Score -3.819928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29379 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12633 members 
Mstep: Class 13 contains 7479 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37335 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106869 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11001 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21322 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199268.000000 Penalty: 113275.335938
Iteration 254Q: 36 clusters Score -3.819927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29374 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 13 contains 7478 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37334 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106870 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11004 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21325 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199276.000000 Penalty: 113275.335938
Iteration 255Q: 36 clusters Score -3.819928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29368 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 7478 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37334 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106870 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11007 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21330 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199292.000000 Penalty: 113275.335938
Iteration 256Q: 36 clusters Score -3.819929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7464 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29361 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 7477 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37334 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106870 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11011 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21334 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199288.000000 Penalty: 113275.335938
Iteration 257Q: 36 clusters Score -3.819929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7464 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 7478 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37336 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106870 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21340 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199276.000000 Penalty: 113275.335938
Iteration 258Q: 36 clusters Score -3.819928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7464 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29340 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 7477 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37338 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106869 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21346 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199308.000000 Penalty: 113275.335938
Iteration 259Q: 36 clusters Score -3.819931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7464 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29335 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7476 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37341 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106868 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21350 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199320.000000 Penalty: 113275.335938
Iteration 260F: 36 clusters Score -3.819932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7464 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29332 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7476 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37343 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106868 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21350 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199336.000000 Penalty: 113275.335938
Iteration 261Q: 36 clusters Score -3.819934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7464 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29333 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7475 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37343 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106867 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11017 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21350 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199308.000000 Penalty: 113275.335938
Iteration 262Q: 36 clusters Score -3.819931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7464 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29330 members 
Mstep: Class 9 contains 14937 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37343 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106866 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11018 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21353 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199328.000000 Penalty: 113275.335938
Iteration 263Q: 36 clusters Score -3.819933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29321 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37344 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106864 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11018 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21362 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199304.000000 Penalty: 113275.335938
Iteration 264Q: 36 clusters Score -3.81993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29314 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37345 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 20 contains 106864 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11018 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21369 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199300.000000 Penalty: 113275.335938
Iteration 265Q: 36 clusters Score -3.81993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7464 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29303 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37345 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 106864 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21377 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199308.000000 Penalty: 113275.335938
Iteration 266Q: 36 clusters Score -3.819931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29294 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37346 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 106864 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21385 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199324.000000 Penalty: 113275.335938
Iteration 267Q: 36 clusters Score -3.819932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29288 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37346 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 106864 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21391 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199320.000000 Penalty: 113275.335938
Iteration 268Q: 36 clusters Score -3.819932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29279 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37347 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 106864 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21399 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199296.000000 Penalty: 113275.335938
Iteration 269Q: 36 clusters Score -3.81993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29275 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37347 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 106863 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21404 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199292.000000 Penalty: 113275.335938
Iteration 270Q: 36 clusters Score -3.819929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29273 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37347 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 106863 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21406 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199288.000000 Penalty: 113275.335938
Iteration 271Q: 36 clusters Score -3.819929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29271 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37347 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 106863 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11021 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21407 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199292.000000 Penalty: 113275.335938
Iteration 272Q: 36 clusters Score -3.819929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29271 members 
Mstep: Class 9 contains 14937 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37347 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 106863 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11022 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21407 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199296.000000 Penalty: 113275.335938
Iteration 273Q: 36 clusters Score -3.81993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 29271 members 
Mstep: Class 9 contains 14937 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 37347 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 106863 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 11022 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 21407 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 4111 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 8836 members 
Mstep: Class 35 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199296.000000 Penalty: 113275.335938
Iteration 274F: 36 clusters Score -3.81993e+07 nChanged 0
Entering ConstructFrom: 
Score: -38199296.000000 Penalty: 113275.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Entering Unmasked Estep 
Score: -446282.843750 Penalty: 2144.671875
	Iteration 0F: 2 clusters Score -446282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -441307.250000 Penalty: 4289.343750
	Iteration 0F: 3 clusters Score -441307.2 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -442548.656250 Penalty: 4289.343750
	Iteration 1F: 3 clusters Score -442548.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -442804.406250 Penalty: 4289.343750
	Iteration 2F: 3 clusters Score -442804.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -442973.718750 Penalty: 4289.343750
	Iteration 3F: 3 clusters Score -442973.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -443096.468750 Penalty: 4289.343750
	Iteration 4Q: 3 clusters Score -443096.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -443220.625000 Penalty: 4289.343750
	Iteration 5Q: 3 clusters Score -443220.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -443339.406250 Penalty: 4289.343750
	Iteration 6Q: 3 clusters Score -443339.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -443432.062500 Penalty: 4289.343750
	Iteration 7Q: 3 clusters Score -443432.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -443519.687500 Penalty: 4289.343750
	Iteration 8Q: 3 clusters Score -443519.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -443589.625000 Penalty: 4289.343750
	Iteration 9Q: 3 clusters Score -443589.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -443652.500000 Penalty: 4289.343750
	Iteration 10Q: 3 clusters Score -443652.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -443716.968750 Penalty: 4289.343750
	Iteration 11Q: 3 clusters Score -443717 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -443775.937500 Penalty: 4289.343750
	Iteration 12Q: 3 clusters Score -443775.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -443835.781250 Penalty: 4289.343750
	Iteration 13Q: 3 clusters Score -443835.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -443882.125000 Penalty: 4289.343750
	Iteration 14Q: 3 clusters Score -443882.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -443926.031250 Penalty: 4289.343750
	Iteration 15Q: 3 clusters Score -443926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -443973.406250 Penalty: 4289.343750
	Iteration 16Q: 3 clusters Score -443973.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -444034.187500 Penalty: 4289.343750
	Iteration 17Q: 3 clusters Score -444034.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -444086.843750 Penalty: 4289.343750
	Iteration 18Q: 3 clusters Score -444086.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -444132.875000 Penalty: 4289.343750
	Iteration 19Q: 3 clusters Score -444132.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -444193.531250 Penalty: 4289.343750
	Iteration 20F: 3 clusters Score -444193.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -444274.250000 Penalty: 4289.343750
	Iteration 21Q: 3 clusters Score -444274.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -444341.562500 Penalty: 4289.343750
	Iteration 22Q: 3 clusters Score -444341.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -444397.437500 Penalty: 4289.343750
	Iteration 23Q: 3 clusters Score -444397.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -444444.812500 Penalty: 4289.343750
	Iteration 24Q: 3 clusters Score -444444.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -444474.750000 Penalty: 4289.343750
	Iteration 25Q: 3 clusters Score -444474.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -444498.218750 Penalty: 4289.343750
	Iteration 26Q: 3 clusters Score -444498.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -444520.937500 Penalty: 4289.343750
	Iteration 27Q: 3 clusters Score -444520.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -444547.375000 Penalty: 4289.343750
	Iteration 28Q: 3 clusters Score -444547.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -444575.406250 Penalty: 4289.343750
	Iteration 29Q: 3 clusters Score -444575.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -444598.968750 Penalty: 4289.343750
	Iteration 30Q: 3 clusters Score -444599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -444615.718750 Penalty: 4289.343750
	Iteration 31Q: 3 clusters Score -444615.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -444631.593750 Penalty: 4289.343750
	Iteration 32Q: 3 clusters Score -444631.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -444650.000000 Penalty: 4289.343750
	Iteration 33Q: 3 clusters Score -444650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -444679.343750 Penalty: 4289.343750
	Iteration 34Q: 3 clusters Score -444679.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -444710.625000 Penalty: 4289.343750
	Iteration 35Q: 3 clusters Score -444710.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -444753.093750 Penalty: 4289.343750
	Iteration 36Q: 3 clusters Score -444753.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -444794.031250 Penalty: 4289.343750
	Iteration 37Q: 3 clusters Score -444794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -444831.562500 Penalty: 4289.343750
	Iteration 38Q: 3 clusters Score -444831.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -444858.437500 Penalty: 4289.343750
	Iteration 39Q: 3 clusters Score -444858.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -444880.750000 Penalty: 4289.343750
	Iteration 40F: 3 clusters Score -444880.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -444893.468750 Penalty: 4289.343750
	Iteration 41Q: 3 clusters Score -444893.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -444898.593750 Penalty: 4289.343750
	Iteration 42Q: 3 clusters Score -444898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -444902.562500 Penalty: 4289.343750
	Iteration 43Q: 3 clusters Score -444902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -444905.187500 Penalty: 4289.343750
	Iteration 44Q: 3 clusters Score -444905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -444907.062500 Penalty: 4289.343750
	Iteration 45Q: 3 clusters Score -444907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -444909.250000 Penalty: 4289.343750
	Iteration 46Q: 3 clusters Score -444909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -444909.531250 Penalty: 4289.343750
	Iteration 47Q: 3 clusters Score -444909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -444911.218750 Penalty: 4289.343750
	Iteration 48Q: 3 clusters Score -444911.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -444912.750000 Penalty: 4289.343750
	Iteration 49Q: 3 clusters Score -444912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -444913.187500 Penalty: 4289.343750
	Iteration 50Q: 3 clusters Score -444913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -444915.812500 Penalty: 4289.343750
	Iteration 51Q: 3 clusters Score -444915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -444916.531250 Penalty: 4289.343750
	Iteration 52Q: 3 clusters Score -444916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -444917.312500 Penalty: 4289.343750
	Iteration 53Q: 3 clusters Score -444917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -444917.406250 Penalty: 4289.343750
	Iteration 54Q: 3 clusters Score -444917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -444918.187500 Penalty: 4289.343750
	Iteration 55Q: 3 clusters Score -444918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -444918.187500 Penalty: 4289.343750
	Iteration 56F: 3 clusters Score -444918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -303524.437500 Penalty: 2075.666016
	Iteration 0F: 2 clusters Score -303524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -299495.468750 Penalty: 4151.332031
	Iteration 0F: 3 clusters Score -299495.5 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -300854.718750 Penalty: 4151.332031
	Iteration 1F: 3 clusters Score -300854.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -301339.156250 Penalty: 4151.332031
	Iteration 2F: 3 clusters Score -301339.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -301705.750000 Penalty: 4151.332031
	Iteration 3F: 3 clusters Score -301705.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -301987.031250 Penalty: 4151.332031
	Iteration 4F: 3 clusters Score -301987 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -302183.156250 Penalty: 4151.332031
	Iteration 5Q: 3 clusters Score -302183.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -302340.000000 Penalty: 4151.332031
	Iteration 6Q: 3 clusters Score -302340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -302451.968750 Penalty: 4151.332031
	Iteration 7Q: 3 clusters Score -302452 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -302542.656250 Penalty: 4151.332031
	Iteration 8Q: 3 clusters Score -302542.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -302611.093750 Penalty: 4151.332031
	Iteration 9Q: 3 clusters Score -302611.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -302662.281250 Penalty: 4151.332031
	Iteration 10Q: 3 clusters Score -302662.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -302711.750000 Penalty: 4151.332031
	Iteration 11Q: 3 clusters Score -302711.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -302752.562500 Penalty: 4151.332031
	Iteration 12Q: 3 clusters Score -302752.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -302793.312500 Penalty: 4151.332031
	Iteration 13Q: 3 clusters Score -302793.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -302827.062500 Penalty: 4151.332031
	Iteration 14Q: 3 clusters Score -302827.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -302853.906250 Penalty: 4151.332031
	Iteration 15Q: 3 clusters Score -302853.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -302867.187500 Penalty: 4151.332031
	Iteration 16Q: 3 clusters Score -302867.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -302880.812500 Penalty: 4151.332031
	Iteration 17Q: 3 clusters Score -302880.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -302889.781250 Penalty: 4151.332031
	Iteration 18Q: 3 clusters Score -302889.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -302904.062500 Penalty: 4151.332031
	Iteration 19Q: 3 clusters Score -302904.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -302914.125000 Penalty: 4151.332031
	Iteration 20F: 3 clusters Score -302914.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -302925.968750 Penalty: 4151.332031
	Iteration 21Q: 3 clusters Score -302926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -302931.250000 Penalty: 4151.332031
	Iteration 22Q: 3 clusters Score -302931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -302936.500000 Penalty: 4151.332031
	Iteration 23Q: 3 clusters Score -302936.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -302942.687500 Penalty: 4151.332031
	Iteration 24Q: 3 clusters Score -302942.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -302947.937500 Penalty: 4151.332031
	Iteration 25Q: 3 clusters Score -302947.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -302952.250000 Penalty: 4151.332031
	Iteration 26Q: 3 clusters Score -302952.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -302958.093750 Penalty: 4151.332031
	Iteration 27Q: 3 clusters Score -302958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -302963.375000 Penalty: 4151.332031
	Iteration 28Q: 3 clusters Score -302963.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -302971.156250 Penalty: 4151.332031
	Iteration 29Q: 3 clusters Score -302971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -302976.375000 Penalty: 4151.332031
	Iteration 30Q: 3 clusters Score -302976.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -302981.375000 Penalty: 4151.332031
	Iteration 31Q: 3 clusters Score -302981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -302985.281250 Penalty: 4151.332031
	Iteration 32Q: 3 clusters Score -302985.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -302992.375000 Penalty: 4151.332031
	Iteration 33Q: 3 clusters Score -302992.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -302997.750000 Penalty: 4151.332031
	Iteration 34Q: 3 clusters Score -302997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -303000.125000 Penalty: 4151.332031
	Iteration 35Q: 3 clusters Score -303000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -303002.468750 Penalty: 4151.332031
	Iteration 36Q: 3 clusters Score -303002.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -303007.125000 Penalty: 4151.332031
	Iteration 37Q: 3 clusters Score -303007.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -303015.031250 Penalty: 4151.332031
	Iteration 38Q: 3 clusters Score -303015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -303021.312500 Penalty: 4151.332031
	Iteration 39Q: 3 clusters Score -303021.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -303031.031250 Penalty: 4151.332031
	Iteration 40F: 3 clusters Score -303031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -303038.593750 Penalty: 4151.332031
	Iteration 41Q: 3 clusters Score -303038.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -303048.000000 Penalty: 4151.332031
	Iteration 42Q: 3 clusters Score -303048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -303052.937500 Penalty: 4151.332031
	Iteration 43Q: 3 clusters Score -303052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -303055.031250 Penalty: 4151.332031
	Iteration 44Q: 3 clusters Score -303055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -303059.093750 Penalty: 4151.332031
	Iteration 45Q: 3 clusters Score -303059.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -303063.312500 Penalty: 4151.332031
	Iteration 46Q: 3 clusters Score -303063.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -303065.906250 Penalty: 4151.332031
	Iteration 47Q: 3 clusters Score -303065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -303068.625000 Penalty: 4151.332031
	Iteration 48Q: 3 clusters Score -303068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -303069.906250 Penalty: 4151.332031
	Iteration 49Q: 3 clusters Score -303069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -303070.875000 Penalty: 4151.332031
	Iteration 50Q: 3 clusters Score -303070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -303071.125000 Penalty: 4151.332031
	Iteration 51Q: 3 clusters Score -303071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -303071.125000 Penalty: 4151.332031
	Iteration 52F: 3 clusters Score -303071.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -848730.500000 Penalty: 2277.044678
	Iteration 0F: 2 clusters Score -848730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -841235.750000 Penalty: 4554.089355
	Iteration 0F: 3 clusters Score -841235.8 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -843369.687500 Penalty: 4554.089355
	Iteration 1F: 3 clusters Score -843369.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -843688.437500 Penalty: 4554.089355
	Iteration 2F: 3 clusters Score -843688.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -843989.312500 Penalty: 4554.089355
	Iteration 3F: 3 clusters Score -843989.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -844360.687500 Penalty: 4554.089355
	Iteration 4F: 3 clusters Score -844360.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -844800.937500 Penalty: 4554.089355
	Iteration 5F: 3 clusters Score -844800.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -845324.875000 Penalty: 4554.089355
	Iteration 6F: 3 clusters Score -845324.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -845825.375000 Penalty: 4554.089355
	Iteration 7F: 3 clusters Score -845825.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -846235.750000 Penalty: 4554.089355
	Iteration 8F: 3 clusters Score -846235.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -846543.750000 Penalty: 4554.089355
	Iteration 9Q: 3 clusters Score -846543.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -846777.250000 Penalty: 4554.089355
	Iteration 10Q: 3 clusters Score -846777.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -846935.062500 Penalty: 4554.089355
	Iteration 11Q: 3 clusters Score -846935.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -847055.750000 Penalty: 4554.089355
	Iteration 12Q: 3 clusters Score -847055.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -847118.125000 Penalty: 4554.089355
	Iteration 13Q: 3 clusters Score -847118.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -847149.625000 Penalty: 4554.089355
	Iteration 14Q: 3 clusters Score -847149.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -847167.750000 Penalty: 4554.089355
	Iteration 15Q: 3 clusters Score -847167.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -847185.812500 Penalty: 4554.089355
	Iteration 16Q: 3 clusters Score -847185.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -847194.625000 Penalty: 4554.089355
	Iteration 17Q: 3 clusters Score -847194.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -847202.562500 Penalty: 4554.089355
	Iteration 18Q: 3 clusters Score -847202.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -847204.500000 Penalty: 4554.089355
	Iteration 19Q: 3 clusters Score -847204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -847206.687500 Penalty: 4554.089355
	Iteration 20F: 3 clusters Score -847206.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -847207.750000 Penalty: 4554.089355
	Iteration 21Q: 3 clusters Score -847207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -847209.187500 Penalty: 4554.089355
	Iteration 22Q: 3 clusters Score -847209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -847208.437500 Penalty: 4554.089355
	Iteration 23Q: 3 clusters Score -847208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -847207.937500 Penalty: 4554.089355
	Iteration 24Q: 3 clusters Score -847207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -847208.250000 Penalty: 4554.089355
	Iteration 25Q: 3 clusters Score -847208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -847208.250000 Penalty: 4554.089355
	Iteration 26F: 3 clusters Score -847208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Entering Unmasked Estep 
Score: -1467779.375000 Penalty: 2413.444580
	Iteration 0F: 2 clusters Score -1467779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1455679.500000 Penalty: 4826.889160
	Iteration 0F: 3 clusters Score -1455680 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1459645.875000 Penalty: 4826.889160
	Iteration 1F: 3 clusters Score -1459646 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1460087.750000 Penalty: 4826.889160
	Iteration 2F: 3 clusters Score -1460088 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1460538.875000 Penalty: 4826.889160
	Iteration 3F: 3 clusters Score -1460539 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1461048.125000 Penalty: 4826.889160
	Iteration 4F: 3 clusters Score -1461048 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1461688.375000 Penalty: 4826.889160
	Iteration 5F: 3 clusters Score -1461688 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1462429.875000 Penalty: 4826.889160
	Iteration 6F: 3 clusters Score -1462430 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1463208.000000 Penalty: 4826.889160
	Iteration 7F: 3 clusters Score -1463208 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1463954.375000 Penalty: 4826.889160
	Iteration 8F: 3 clusters Score -1463954 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1464546.875000 Penalty: 4826.889160
	Iteration 9Q: 3 clusters Score -1464547 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1464949.125000 Penalty: 4826.889160
	Iteration 10Q: 3 clusters Score -1464949 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1465202.000000 Penalty: 4826.889160
	Iteration 11Q: 3 clusters Score -1465202 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1465355.625000 Penalty: 4826.889160
	Iteration 12Q: 3 clusters Score -1465356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1465460.750000 Penalty: 4826.889160
	Iteration 13Q: 3 clusters Score -1465461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1465519.250000 Penalty: 4826.889160
	Iteration 14Q: 3 clusters Score -1465519 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1465550.875000 Penalty: 4826.889160
	Iteration 15Q: 3 clusters Score -1465551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1465584.375000 Penalty: 4826.889160
	Iteration 16Q: 3 clusters Score -1465584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1465609.750000 Penalty: 4826.889160
	Iteration 17Q: 3 clusters Score -1465610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1465628.500000 Penalty: 4826.889160
	Iteration 18Q: 3 clusters Score -1465628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1465638.250000 Penalty: 4826.889160
	Iteration 19Q: 3 clusters Score -1465638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1465646.375000 Penalty: 4826.889160
	Iteration 20F: 3 clusters Score -1465646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1465651.750000 Penalty: 4826.889160
	Iteration 21Q: 3 clusters Score -1465652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1465652.250000 Penalty: 4826.889160
	Iteration 22Q: 3 clusters Score -1465652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1465652.875000 Penalty: 4826.889160
	Iteration 23Q: 3 clusters Score -1465653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1465654.375000 Penalty: 4826.889160
	Iteration 24Q: 3 clusters Score -1465654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1465654.375000 Penalty: 4826.889160
	Iteration 25F: 3 clusters Score -1465654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Entering Unmasked Estep 
Score: -1081569.000000 Penalty: 2336.489990
	Iteration 0F: 2 clusters Score -1081569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1072384.375000 Penalty: 4672.979980
	Iteration 0F: 3 clusters Score -1072384 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1075497.625000 Penalty: 4672.979980
	Iteration 1F: 3 clusters Score -1075498 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1076067.500000 Penalty: 4672.979980
	Iteration 2F: 3 clusters Score -1076068 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1076464.375000 Penalty: 4672.979980
	Iteration 3F: 3 clusters Score -1076464 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1076796.125000 Penalty: 4672.979980
	Iteration 4F: 3 clusters Score -1076796 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1077073.625000 Penalty: 4672.979980
	Iteration 5Q: 3 clusters Score -1077074 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1077373.625000 Penalty: 4672.979980
	Iteration 6Q: 3 clusters Score -1077374 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1077692.000000 Penalty: 4672.979980
	Iteration 7Q: 3 clusters Score -1077692 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1077963.375000 Penalty: 4672.979980
	Iteration 8Q: 3 clusters Score -1077963 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1078200.750000 Penalty: 4672.979980
	Iteration 9Q: 3 clusters Score -1078201 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1078399.250000 Penalty: 4672.979980
	Iteration 10Q: 3 clusters Score -1078399 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1078552.500000 Penalty: 4672.979980
	Iteration 11Q: 3 clusters Score -1078552 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1078683.125000 Penalty: 4672.979980
	Iteration 12Q: 3 clusters Score -1078683 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1078790.000000 Penalty: 4672.979980
	Iteration 13Q: 3 clusters Score -1078790 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1078878.875000 Penalty: 4672.979980
	Iteration 14Q: 3 clusters Score -1078879 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1078953.250000 Penalty: 4672.979980
	Iteration 15Q: 3 clusters Score -1078953 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1079021.875000 Penalty: 4672.979980
	Iteration 16Q: 3 clusters Score -1079022 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1079094.000000 Penalty: 4672.979980
	Iteration 17Q: 3 clusters Score -1079094 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1079169.000000 Penalty: 4672.979980
	Iteration 18Q: 3 clusters Score -1079169 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1079242.750000 Penalty: 4672.979980
	Iteration 19Q: 3 clusters Score -1079243 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1079306.625000 Penalty: 4672.979980
	Iteration 20F: 3 clusters Score -1079307 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1079367.125000 Penalty: 4672.979980
	Iteration 21Q: 3 clusters Score -1079367 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1079422.875000 Penalty: 4672.979980
	Iteration 22Q: 3 clusters Score -1079423 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1079476.250000 Penalty: 4672.979980
	Iteration 23Q: 3 clusters Score -1079476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1079528.750000 Penalty: 4672.979980
	Iteration 24Q: 3 clusters Score -1079529 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1079566.875000 Penalty: 4672.979980
	Iteration 25Q: 3 clusters Score -1079567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1079603.500000 Penalty: 4672.979980
	Iteration 26Q: 3 clusters Score -1079604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1079642.625000 Penalty: 4672.979980
	Iteration 27Q: 3 clusters Score -1079643 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1079672.500000 Penalty: 4672.979980
	Iteration 28Q: 3 clusters Score -1079672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1079695.000000 Penalty: 4672.979980
	Iteration 29Q: 3 clusters Score -1079695 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1079715.875000 Penalty: 4672.979980
	Iteration 30Q: 3 clusters Score -1079716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1079726.250000 Penalty: 4672.979980
	Iteration 31Q: 3 clusters Score -1079726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1079737.625000 Penalty: 4672.979980
	Iteration 32Q: 3 clusters Score -1079738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1079750.875000 Penalty: 4672.979980
	Iteration 33Q: 3 clusters Score -1079751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1079756.750000 Penalty: 4672.979980
	Iteration 34Q: 3 clusters Score -1079757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1079764.125000 Penalty: 4672.979980
	Iteration 35Q: 3 clusters Score -1079764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1079772.375000 Penalty: 4672.979980
	Iteration 36Q: 3 clusters Score -1079772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1079782.625000 Penalty: 4672.979980
	Iteration 37Q: 3 clusters Score -1079783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1079795.625000 Penalty: 4672.979980
	Iteration 38Q: 3 clusters Score -1079796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1079801.375000 Penalty: 4672.979980
	Iteration 39Q: 3 clusters Score -1079801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1079805.750000 Penalty: 4672.979980
	Iteration 40F: 3 clusters Score -1079806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1079809.625000 Penalty: 4672.979980
	Iteration 41Q: 3 clusters Score -1079810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1079819.125000 Penalty: 4672.979980
	Iteration 42Q: 3 clusters Score -1079819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1079830.375000 Penalty: 4672.979980
	Iteration 43Q: 3 clusters Score -1079830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1079838.750000 Penalty: 4672.979980
	Iteration 44Q: 3 clusters Score -1079839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1079840.375000 Penalty: 4672.979980
	Iteration 45Q: 3 clusters Score -1079840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1079847.125000 Penalty: 4672.979980
	Iteration 46Q: 3 clusters Score -1079847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1079855.625000 Penalty: 4672.979980
	Iteration 47Q: 3 clusters Score -1079856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1079858.875000 Penalty: 4672.979980
	Iteration 48Q: 3 clusters Score -1079859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1079864.250000 Penalty: 4672.979980
	Iteration 49Q: 3 clusters Score -1079864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1079872.250000 Penalty: 4672.979980
	Iteration 50Q: 3 clusters Score -1079872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1079873.750000 Penalty: 4672.979980
	Iteration 51Q: 3 clusters Score -1079874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1079879.750000 Penalty: 4672.979980
	Iteration 52Q: 3 clusters Score -1079880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1079885.250000 Penalty: 4672.979980
	Iteration 53Q: 3 clusters Score -1079885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1079889.500000 Penalty: 4672.979980
	Iteration 54Q: 3 clusters Score -1079890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1079895.500000 Penalty: 4672.979980
	Iteration 55Q: 3 clusters Score -1079896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1079899.000000 Penalty: 4672.979980
	Iteration 56Q: 3 clusters Score -1079899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1079902.625000 Penalty: 4672.979980
	Iteration 57Q: 3 clusters Score -1079903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1079904.000000 Penalty: 4672.979980
	Iteration 58Q: 3 clusters Score -1079904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1079904.750000 Penalty: 4672.979980
	Iteration 59Q: 3 clusters Score -1079905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1079903.875000 Penalty: 4672.979980
	Iteration 60F: 3 clusters Score -1079904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1079905.750000 Penalty: 4672.979980
	Iteration 61Q: 3 clusters Score -1079906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1079907.000000 Penalty: 4672.979980
	Iteration 62Q: 3 clusters Score -1079907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1079909.000000 Penalty: 4672.979980
	Iteration 63Q: 3 clusters Score -1079909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1079910.500000 Penalty: 4672.979980
	Iteration 64Q: 3 clusters Score -1079910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1079910.875000 Penalty: 4672.979980
	Iteration 65Q: 3 clusters Score -1079911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1079915.000000 Penalty: 4672.979980
	Iteration 66Q: 3 clusters Score -1079915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1079918.500000 Penalty: 4672.979980
	Iteration 67Q: 3 clusters Score -1079918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1079917.125000 Penalty: 4672.979980
	Iteration 68Q: 3 clusters Score -1079917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1079920.250000 Penalty: 4672.979980
	Iteration 69Q: 3 clusters Score -1079920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1079921.625000 Penalty: 4672.979980
	Iteration 70Q: 3 clusters Score -1079922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1079922.875000 Penalty: 4672.979980
	Iteration 71Q: 3 clusters Score -1079923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1079922.125000 Penalty: 4672.979980
	Iteration 72Q: 3 clusters Score -1079922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1079922.125000 Penalty: 4672.979980
	Iteration 73F: 3 clusters Score -1079922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Entering Unmasked Estep 
Score: -588448.500000 Penalty: 2211.659424
	Iteration 0F: 2 clusters Score -588448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -582372.875000 Penalty: 4423.318848
	Iteration 0F: 3 clusters Score -582372.9 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -584097.250000 Penalty: 4423.318848
	Iteration 1F: 3 clusters Score -584097.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -584410.125000 Penalty: 4423.318848
	Iteration 2F: 3 clusters Score -584410.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -584650.187500 Penalty: 4423.318848
	Iteration 3F: 3 clusters Score -584650.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -584864.375000 Penalty: 4423.318848
	Iteration 4F: 3 clusters Score -584864.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -585072.437500 Penalty: 4423.318848
	Iteration 5Q: 3 clusters Score -585072.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -585274.937500 Penalty: 4423.318848
	Iteration 6Q: 3 clusters Score -585274.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -585455.875000 Penalty: 4423.318848
	Iteration 7Q: 3 clusters Score -585455.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -585613.500000 Penalty: 4423.318848
	Iteration 8Q: 3 clusters Score -585613.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -585741.125000 Penalty: 4423.318848
	Iteration 9Q: 3 clusters Score -585741.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -585858.125000 Penalty: 4423.318848
	Iteration 10Q: 3 clusters Score -585858.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -585971.812500 Penalty: 4423.318848
	Iteration 11Q: 3 clusters Score -585971.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -586054.250000 Penalty: 4423.318848
	Iteration 12Q: 3 clusters Score -586054.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -586125.437500 Penalty: 4423.318848
	Iteration 13Q: 3 clusters Score -586125.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -586191.062500 Penalty: 4423.318848
	Iteration 14Q: 3 clusters Score -586191.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -586248.187500 Penalty: 4423.318848
	Iteration 15Q: 3 clusters Score -586248.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -586291.562500 Penalty: 4423.318848
	Iteration 16Q: 3 clusters Score -586291.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -586332.062500 Penalty: 4423.318848
	Iteration 17Q: 3 clusters Score -586332.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -586366.812500 Penalty: 4423.318848
	Iteration 18Q: 3 clusters Score -586366.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -586392.812500 Penalty: 4423.318848
	Iteration 19Q: 3 clusters Score -586392.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -586420.062500 Penalty: 4423.318848
	Iteration 20F: 3 clusters Score -586420.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -586434.500000 Penalty: 4423.318848
	Iteration 21Q: 3 clusters Score -586434.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -586449.000000 Penalty: 4423.318848
	Iteration 22Q: 3 clusters Score -586449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -586464.625000 Penalty: 4423.318848
	Iteration 23Q: 3 clusters Score -586464.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -586473.625000 Penalty: 4423.318848
	Iteration 24Q: 3 clusters Score -586473.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -586483.000000 Penalty: 4423.318848
	Iteration 25Q: 3 clusters Score -586483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -586492.875000 Penalty: 4423.318848
	Iteration 26Q: 3 clusters Score -586492.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -586500.187500 Penalty: 4423.318848
	Iteration 27Q: 3 clusters Score -586500.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -586505.625000 Penalty: 4423.318848
	Iteration 28Q: 3 clusters Score -586505.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -586510.687500 Penalty: 4423.318848
	Iteration 29Q: 3 clusters Score -586510.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -586518.062500 Penalty: 4423.318848
	Iteration 30Q: 3 clusters Score -586518.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -586524.125000 Penalty: 4423.318848
	Iteration 31Q: 3 clusters Score -586524.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -586529.500000 Penalty: 4423.318848
	Iteration 32Q: 3 clusters Score -586529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -586536.062500 Penalty: 4423.318848
	Iteration 33Q: 3 clusters Score -586536.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -586539.625000 Penalty: 4423.318848
	Iteration 34Q: 3 clusters Score -586539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -586542.500000 Penalty: 4423.318848
	Iteration 35Q: 3 clusters Score -586542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -586545.875000 Penalty: 4423.318848
	Iteration 36Q: 3 clusters Score -586545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -586547.625000 Penalty: 4423.318848
	Iteration 37Q: 3 clusters Score -586547.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -586551.312500 Penalty: 4423.318848
	Iteration 38Q: 3 clusters Score -586551.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -586554.625000 Penalty: 4423.318848
	Iteration 39Q: 3 clusters Score -586554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -586558.250000 Penalty: 4423.318848
	Iteration 40F: 3 clusters Score -586558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -586561.875000 Penalty: 4423.318848
	Iteration 41Q: 3 clusters Score -586561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -586565.500000 Penalty: 4423.318848
	Iteration 42Q: 3 clusters Score -586565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -586570.125000 Penalty: 4423.318848
	Iteration 43Q: 3 clusters Score -586570.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -586574.437500 Penalty: 4423.318848
	Iteration 44Q: 3 clusters Score -586574.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -586580.437500 Penalty: 4423.318848
	Iteration 45Q: 3 clusters Score -586580.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -586589.500000 Penalty: 4423.318848
	Iteration 46Q: 3 clusters Score -586589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -586596.187500 Penalty: 4423.318848
	Iteration 47Q: 3 clusters Score -586596.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -586600.250000 Penalty: 4423.318848
	Iteration 48Q: 3 clusters Score -586600.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -586606.375000 Penalty: 4423.318848
	Iteration 49Q: 3 clusters Score -586606.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -586611.500000 Penalty: 4423.318848
	Iteration 50Q: 3 clusters Score -586611.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -586619.875000 Penalty: 4423.318848
	Iteration 51Q: 3 clusters Score -586619.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -586629.687500 Penalty: 4423.318848
	Iteration 52Q: 3 clusters Score -586629.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -586636.187500 Penalty: 4423.318848
	Iteration 53Q: 3 clusters Score -586636.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -586644.062500 Penalty: 4423.318848
	Iteration 54Q: 3 clusters Score -586644.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -586648.062500 Penalty: 4423.318848
	Iteration 55Q: 3 clusters Score -586648.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -586653.500000 Penalty: 4423.318848
	Iteration 56Q: 3 clusters Score -586653.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -586658.437500 Penalty: 4423.318848
	Iteration 57Q: 3 clusters Score -586658.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -586661.687500 Penalty: 4423.318848
	Iteration 58Q: 3 clusters Score -586661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -586663.937500 Penalty: 4423.318848
	Iteration 59Q: 3 clusters Score -586663.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -586667.687500 Penalty: 4423.318848
	Iteration 60F: 3 clusters Score -586667.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -586672.750000 Penalty: 4423.318848
	Iteration 61Q: 3 clusters Score -586672.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -586676.687500 Penalty: 4423.318848
	Iteration 62Q: 3 clusters Score -586676.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -586683.312500 Penalty: 4423.318848
	Iteration 63Q: 3 clusters Score -586683.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -586685.875000 Penalty: 4423.318848
	Iteration 64Q: 3 clusters Score -586685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -586688.500000 Penalty: 4423.318848
	Iteration 65Q: 3 clusters Score -586688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -586693.187500 Penalty: 4423.318848
	Iteration 66Q: 3 clusters Score -586693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -586697.250000 Penalty: 4423.318848
	Iteration 67Q: 3 clusters Score -586697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -586698.812500 Penalty: 4423.318848
	Iteration 68Q: 3 clusters Score -586698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -586701.000000 Penalty: 4423.318848
	Iteration 69Q: 3 clusters Score -586701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -586701.687500 Penalty: 4423.318848
	Iteration 70Q: 3 clusters Score -586701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -586700.625000 Penalty: 4423.318848
	Iteration 71Q: 3 clusters Score -586700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -586702.062500 Penalty: 4423.318848
	Iteration 72Q: 3 clusters Score -586702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -586703.812500 Penalty: 4423.318848
	Iteration 73Q: 3 clusters Score -586703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -586703.750000 Penalty: 4423.318848
	Iteration 74Q: 3 clusters Score -586703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -586704.062500 Penalty: 4423.318848
	Iteration 75Q: 3 clusters Score -586704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -586704.250000 Penalty: 4423.318848
	Iteration 76Q: 3 clusters Score -586704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -586707.187500 Penalty: 4423.318848
	Iteration 77Q: 3 clusters Score -586707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -586707.625000 Penalty: 4423.318848
	Iteration 78Q: 3 clusters Score -586707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -586706.562500 Penalty: 4423.318848
	Iteration 79Q: 3 clusters Score -586706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -586706.562500 Penalty: 4423.318848
	Iteration 80F: 3 clusters Score -586706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -473257.250000 Penalty: 2131.625488
	Iteration 0F: 2 clusters Score -473257.2 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 2731 members 
Entering Unmasked Estep 
Score: -468482.343750 Penalty: 4263.250977
	Iteration 0F: 3 clusters Score -468482.3 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -469578.656250 Penalty: 4263.250977
	Iteration 1F: 3 clusters Score -469578.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -469803.250000 Penalty: 4263.250977
	Iteration 2F: 3 clusters Score -469803.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -469955.906250 Penalty: 4263.250977
	Iteration 3F: 3 clusters Score -469955.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -470082.843750 Penalty: 4263.250977
	Iteration 4Q: 3 clusters Score -470082.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -470186.062500 Penalty: 4263.250977
	Iteration 5Q: 3 clusters Score -470186.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -470275.062500 Penalty: 4263.250977
	Iteration 6Q: 3 clusters Score -470275.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -470351.406250 Penalty: 4263.250977
	Iteration 7Q: 3 clusters Score -470351.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -470422.562500 Penalty: 4263.250977
	Iteration 8Q: 3 clusters Score -470422.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -470500.031250 Penalty: 4263.250977
	Iteration 9Q: 3 clusters Score -470500 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -470586.375000 Penalty: 4263.250977
	Iteration 10Q: 3 clusters Score -470586.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -470696.656250 Penalty: 4263.250977
	Iteration 11Q: 3 clusters Score -470696.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -470795.125000 Penalty: 4263.250977
	Iteration 12Q: 3 clusters Score -470795.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -470891.468750 Penalty: 4263.250977
	Iteration 13Q: 3 clusters Score -470891.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -470988.781250 Penalty: 4263.250977
	Iteration 14Q: 3 clusters Score -470988.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -471059.375000 Penalty: 4263.250977
	Iteration 15Q: 3 clusters Score -471059.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -471119.750000 Penalty: 4263.250977
	Iteration 16Q: 3 clusters Score -471119.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -471171.000000 Penalty: 4263.250977
	Iteration 17Q: 3 clusters Score -471171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -471229.625000 Penalty: 4263.250977
	Iteration 18Q: 3 clusters Score -471229.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -471279.375000 Penalty: 4263.250977
	Iteration 19Q: 3 clusters Score -471279.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -471315.375000 Penalty: 4263.250977
	Iteration 20F: 3 clusters Score -471315.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -471342.250000 Penalty: 4263.250977
	Iteration 21Q: 3 clusters Score -471342.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -471367.250000 Penalty: 4263.250977
	Iteration 22Q: 3 clusters Score -471367.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -471388.281250 Penalty: 4263.250977
	Iteration 23Q: 3 clusters Score -471388.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -471413.343750 Penalty: 4263.250977
	Iteration 24Q: 3 clusters Score -471413.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -471429.593750 Penalty: 4263.250977
	Iteration 25Q: 3 clusters Score -471429.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -471446.062500 Penalty: 4263.250977
	Iteration 26Q: 3 clusters Score -471446.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -471457.625000 Penalty: 4263.250977
	Iteration 27Q: 3 clusters Score -471457.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -471463.937500 Penalty: 4263.250977
	Iteration 28Q: 3 clusters Score -471463.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -471472.718750 Penalty: 4263.250977
	Iteration 29Q: 3 clusters Score -471472.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -471478.937500 Penalty: 4263.250977
	Iteration 30Q: 3 clusters Score -471478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -471482.343750 Penalty: 4263.250977
	Iteration 31Q: 3 clusters Score -471482.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -471485.093750 Penalty: 4263.250977
	Iteration 32Q: 3 clusters Score -471485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -471487.750000 Penalty: 4263.250977
	Iteration 33Q: 3 clusters Score -471487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -471494.187500 Penalty: 4263.250977
	Iteration 34Q: 3 clusters Score -471494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -471498.156250 Penalty: 4263.250977
	Iteration 35Q: 3 clusters Score -471498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -471499.406250 Penalty: 4263.250977
	Iteration 36Q: 3 clusters Score -471499.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -471500.875000 Penalty: 4263.250977
	Iteration 37Q: 3 clusters Score -471500.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -471502.437500 Penalty: 4263.250977
	Iteration 38Q: 3 clusters Score -471502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -471505.312500 Penalty: 4263.250977
	Iteration 39Q: 3 clusters Score -471505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -471507.468750 Penalty: 4263.250977
	Iteration 40F: 3 clusters Score -471507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -471510.125000 Penalty: 4263.250977
	Iteration 41Q: 3 clusters Score -471510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -471511.562500 Penalty: 4263.250977
	Iteration 42Q: 3 clusters Score -471511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -471511.562500 Penalty: 4263.250977
	Iteration 43F: 3 clusters Score -471511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Entering Unmasked Estep 
Score: -2398870.250000 Penalty: 2550.519287
	Iteration 0F: 2 clusters Score -2398870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2378800.750000 Penalty: 5101.038574
	Iteration 0F: 3 clusters Score -2378801 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2386070.500000 Penalty: 5101.038574
	Iteration 1F: 3 clusters Score -2386070 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2386692.250000 Penalty: 5101.038574
	Iteration 2F: 3 clusters Score -2386692 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2387398.000000 Penalty: 5101.038574
	Iteration 3F: 3 clusters Score -2387398 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2388299.500000 Penalty: 5101.038574
	Iteration 4F: 3 clusters Score -2388300 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2389491.250000 Penalty: 5101.038574
	Iteration 5F: 3 clusters Score -2389491 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2390893.000000 Penalty: 5101.038574
	Iteration 6F: 3 clusters Score -2390893 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2392395.250000 Penalty: 5101.038574
	Iteration 7F: 3 clusters Score -2392395 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2393799.250000 Penalty: 5101.038574
	Iteration 8F: 3 clusters Score -2393799 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2394934.000000 Penalty: 5101.038574
	Iteration 9Q: 3 clusters Score -2394934 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2395699.500000 Penalty: 5101.038574
	Iteration 10Q: 3 clusters Score -2395700 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2396194.250000 Penalty: 5101.038574
	Iteration 11Q: 3 clusters Score -2396194 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2396440.250000 Penalty: 5101.038574
	Iteration 12Q: 3 clusters Score -2396440 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2396585.250000 Penalty: 5101.038574
	Iteration 13Q: 3 clusters Score -2396585 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2396714.000000 Penalty: 5101.038574
	Iteration 14Q: 3 clusters Score -2396714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2396801.250000 Penalty: 5101.038574
	Iteration 15Q: 3 clusters Score -2396801 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2396847.750000 Penalty: 5101.038574
	Iteration 16Q: 3 clusters Score -2396848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2396873.250000 Penalty: 5101.038574
	Iteration 17Q: 3 clusters Score -2396873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2396903.000000 Penalty: 5101.038574
	Iteration 18Q: 3 clusters Score -2396903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2396915.750000 Penalty: 5101.038574
	Iteration 19Q: 3 clusters Score -2396916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2396921.250000 Penalty: 5101.038574
	Iteration 20F: 3 clusters Score -2396921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2396925.500000 Penalty: 5101.038574
	Iteration 21Q: 3 clusters Score -2396926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2396930.000000 Penalty: 5101.038574
	Iteration 22Q: 3 clusters Score -2396930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2396930.000000 Penalty: 5101.038574
	Iteration 23F: 3 clusters Score -2396930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Entering Unmasked Estep 
Score: -1283233.750000 Penalty: 2383.676025
	Iteration 0F: 2 clusters Score -1283234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1272510.875000 Penalty: 4767.352051
	Iteration 0F: 3 clusters Score -1272511 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1275879.250000 Penalty: 4767.352051
	Iteration 1F: 3 clusters Score -1275879 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1276246.000000 Penalty: 4767.352051
	Iteration 2F: 3 clusters Score -1276246 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1276624.250000 Penalty: 4767.352051
	Iteration 3Q: 3 clusters Score -1276624 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1277037.500000 Penalty: 4767.352051
	Iteration 4Q: 3 clusters Score -1277038 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1277486.500000 Penalty: 4767.352051
	Iteration 5F: 3 clusters Score -1277486 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1277995.500000 Penalty: 4767.352051
	Iteration 6F: 3 clusters Score -1277996 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1278496.125000 Penalty: 4767.352051
	Iteration 7F: 3 clusters Score -1278496 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1278917.375000 Penalty: 4767.352051
	Iteration 8Q: 3 clusters Score -1278917 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1279236.750000 Penalty: 4767.352051
	Iteration 9Q: 3 clusters Score -1279237 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1279482.625000 Penalty: 4767.352051
	Iteration 10Q: 3 clusters Score -1279483 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1279688.750000 Penalty: 4767.352051
	Iteration 11Q: 3 clusters Score -1279689 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1279911.875000 Penalty: 4767.352051
	Iteration 12Q: 3 clusters Score -1279912 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1280078.500000 Penalty: 4767.352051
	Iteration 13Q: 3 clusters Score -1280078 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1280203.250000 Penalty: 4767.352051
	Iteration 14Q: 3 clusters Score -1280203 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1280304.375000 Penalty: 4767.352051
	Iteration 15Q: 3 clusters Score -1280304 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1280387.000000 Penalty: 4767.352051
	Iteration 16Q: 3 clusters Score -1280387 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1280446.250000 Penalty: 4767.352051
	Iteration 17Q: 3 clusters Score -1280446 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1280502.250000 Penalty: 4767.352051
	Iteration 18Q: 3 clusters Score -1280502 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1280540.125000 Penalty: 4767.352051
	Iteration 19Q: 3 clusters Score -1280540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1280565.250000 Penalty: 4767.352051
	Iteration 20F: 3 clusters Score -1280565 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1280591.875000 Penalty: 4767.352051
	Iteration 21Q: 3 clusters Score -1280592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1280614.750000 Penalty: 4767.352051
	Iteration 22Q: 3 clusters Score -1280615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1280641.750000 Penalty: 4767.352051
	Iteration 23Q: 3 clusters Score -1280642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1280661.000000 Penalty: 4767.352051
	Iteration 24Q: 3 clusters Score -1280661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1280684.750000 Penalty: 4767.352051
	Iteration 25Q: 3 clusters Score -1280685 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1280710.875000 Penalty: 4767.352051
	Iteration 26Q: 3 clusters Score -1280711 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1280738.625000 Penalty: 4767.352051
	Iteration 27Q: 3 clusters Score -1280739 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1280759.875000 Penalty: 4767.352051
	Iteration 28Q: 3 clusters Score -1280760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1280778.500000 Penalty: 4767.352051
	Iteration 29Q: 3 clusters Score -1280778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1280793.125000 Penalty: 4767.352051
	Iteration 30Q: 3 clusters Score -1280793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1280805.000000 Penalty: 4767.352051
	Iteration 31Q: 3 clusters Score -1280805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1280815.750000 Penalty: 4767.352051
	Iteration 32Q: 3 clusters Score -1280816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1280825.750000 Penalty: 4767.352051
	Iteration 33Q: 3 clusters Score -1280826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1280840.375000 Penalty: 4767.352051
	Iteration 34Q: 3 clusters Score -1280840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1280853.000000 Penalty: 4767.352051
	Iteration 35Q: 3 clusters Score -1280853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1280865.625000 Penalty: 4767.352051
	Iteration 36Q: 3 clusters Score -1280866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1280874.875000 Penalty: 4767.352051
	Iteration 37Q: 3 clusters Score -1280875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1280902.625000 Penalty: 4767.352051
	Iteration 38Q: 3 clusters Score -1280903 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1280923.750000 Penalty: 4767.352051
	Iteration 39Q: 3 clusters Score -1280924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1280952.875000 Penalty: 4767.352051
	Iteration 40F: 3 clusters Score -1280953 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1280979.875000 Penalty: 4767.352051
	Iteration 41Q: 3 clusters Score -1280980 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1281014.750000 Penalty: 4767.352051
	Iteration 42Q: 3 clusters Score -1281015 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1281053.625000 Penalty: 4767.352051
	Iteration 43Q: 3 clusters Score -1281054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1281087.500000 Penalty: 4767.352051
	Iteration 44Q: 3 clusters Score -1281088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1281114.500000 Penalty: 4767.352051
	Iteration 45Q: 3 clusters Score -1281114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1281141.375000 Penalty: 4767.352051
	Iteration 46Q: 3 clusters Score -1281141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1281162.750000 Penalty: 4767.352051
	Iteration 47Q: 3 clusters Score -1281163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1281184.125000 Penalty: 4767.352051
	Iteration 48Q: 3 clusters Score -1281184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1281195.625000 Penalty: 4767.352051
	Iteration 49Q: 3 clusters Score -1281196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1281214.250000 Penalty: 4767.352051
	Iteration 50Q: 3 clusters Score -1281214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1281225.375000 Penalty: 4767.352051
	Iteration 51Q: 3 clusters Score -1281225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1281234.250000 Penalty: 4767.352051
	Iteration 52Q: 3 clusters Score -1281234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1281248.875000 Penalty: 4767.352051
	Iteration 53Q: 3 clusters Score -1281249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1281258.625000 Penalty: 4767.352051
	Iteration 54Q: 3 clusters Score -1281259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1281261.625000 Penalty: 4767.352051
	Iteration 55Q: 3 clusters Score -1281262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1281274.000000 Penalty: 4767.352051
	Iteration 56Q: 3 clusters Score -1281274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1281275.125000 Penalty: 4767.352051
	Iteration 57Q: 3 clusters Score -1281275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1281278.500000 Penalty: 4767.352051
	Iteration 58Q: 3 clusters Score -1281278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1281287.375000 Penalty: 4767.352051
	Iteration 59Q: 3 clusters Score -1281287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1281288.000000 Penalty: 4767.352051
	Iteration 60F: 3 clusters Score -1281288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1281294.625000 Penalty: 4767.352051
	Iteration 61Q: 3 clusters Score -1281295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1281299.500000 Penalty: 4767.352051
	Iteration 62Q: 3 clusters Score -1281300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1281302.250000 Penalty: 4767.352051
	Iteration 63Q: 3 clusters Score -1281302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1281308.125000 Penalty: 4767.352051
	Iteration 64Q: 3 clusters Score -1281308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1281314.000000 Penalty: 4767.352051
	Iteration 65Q: 3 clusters Score -1281314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1281316.375000 Penalty: 4767.352051
	Iteration 66Q: 3 clusters Score -1281316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1281314.750000 Penalty: 4767.352051
	Iteration 67Q: 3 clusters Score -1281315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1281318.875000 Penalty: 4767.352051
	Iteration 68Q: 3 clusters Score -1281319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1281319.875000 Penalty: 4767.352051
	Iteration 69Q: 3 clusters Score -1281320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1281321.375000 Penalty: 4767.352051
	Iteration 70Q: 3 clusters Score -1281321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1281321.500000 Penalty: 4767.352051
	Iteration 71Q: 3 clusters Score -1281322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1281321.375000 Penalty: 4767.352051
	Iteration 72Q: 3 clusters Score -1281321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1281322.375000 Penalty: 4767.352051
	Iteration 73Q: 3 clusters Score -1281322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1281324.875000 Penalty: 4767.352051
	Iteration 74Q: 3 clusters Score -1281325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1281328.375000 Penalty: 4767.352051
	Iteration 75Q: 3 clusters Score -1281328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1281334.250000 Penalty: 4767.352051
	Iteration 76Q: 3 clusters Score -1281334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1281334.250000 Penalty: 4767.352051
	Iteration 77Q: 3 clusters Score -1281334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1281336.625000 Penalty: 4767.352051
	Iteration 78Q: 3 clusters Score -1281337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1281338.250000 Penalty: 4767.352051
	Iteration 79Q: 3 clusters Score -1281338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1281343.250000 Penalty: 4767.352051
	Iteration 80F: 3 clusters Score -1281343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1281344.500000 Penalty: 4767.352051
	Iteration 81Q: 3 clusters Score -1281344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1281350.000000 Penalty: 4767.352051
	Iteration 82Q: 3 clusters Score -1281350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1281357.750000 Penalty: 4767.352051
	Iteration 83Q: 3 clusters Score -1281358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1281362.750000 Penalty: 4767.352051
	Iteration 84Q: 3 clusters Score -1281363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1281366.250000 Penalty: 4767.352051
	Iteration 85Q: 3 clusters Score -1281366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1281368.250000 Penalty: 4767.352051
	Iteration 86Q: 3 clusters Score -1281368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1281370.500000 Penalty: 4767.352051
	Iteration 87Q: 3 clusters Score -1281370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1281371.000000 Penalty: 4767.352051
	Iteration 88Q: 3 clusters Score -1281371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1281373.000000 Penalty: 4767.352051
	Iteration 89Q: 3 clusters Score -1281373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1281372.875000 Penalty: 4767.352051
	Iteration 90Q: 3 clusters Score -1281373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1281373.125000 Penalty: 4767.352051
	Iteration 91Q: 3 clusters Score -1281373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1281373.125000 Penalty: 4767.352051
	Iteration 92F: 3 clusters Score -1281373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Entering Unmasked Estep 
Score: -826363.187500 Penalty: 2272.797363
	Iteration 0F: 2 clusters Score -826363.2 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 4731 members 
Entering Unmasked Estep 
Score: -818963.687500 Penalty: 4545.594727
	Iteration 0F: 3 clusters Score -818963.7 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -821040.062500 Penalty: 4545.594727
	Iteration 1F: 3 clusters Score -821040.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -821348.437500 Penalty: 4545.594727
	Iteration 2F: 3 clusters Score -821348.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -821594.312500 Penalty: 4545.594727
	Iteration 3F: 3 clusters Score -821594.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -821783.500000 Penalty: 4545.594727
	Iteration 4Q: 3 clusters Score -821783.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -821963.562500 Penalty: 4545.594727
	Iteration 5Q: 3 clusters Score -821963.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -822165.375000 Penalty: 4545.594727
	Iteration 6Q: 3 clusters Score -822165.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -822385.875000 Penalty: 4545.594727
	Iteration 7Q: 3 clusters Score -822385.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -822659.687500 Penalty: 4545.594727
	Iteration 8Q: 3 clusters Score -822659.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -822955.312500 Penalty: 4545.594727
	Iteration 9Q: 3 clusters Score -822955.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -823252.000000 Penalty: 4545.594727
	Iteration 10Q: 3 clusters Score -823252 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -823514.250000 Penalty: 4545.594727
	Iteration 11Q: 3 clusters Score -823514.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -823702.937500 Penalty: 4545.594727
	Iteration 12Q: 3 clusters Score -823702.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -823849.250000 Penalty: 4545.594727
	Iteration 13Q: 3 clusters Score -823849.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -823967.750000 Penalty: 4545.594727
	Iteration 14Q: 3 clusters Score -823967.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -824053.187500 Penalty: 4545.594727
	Iteration 15Q: 3 clusters Score -824053.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -824117.312500 Penalty: 4545.594727
	Iteration 16Q: 3 clusters Score -824117.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -824160.000000 Penalty: 4545.594727
	Iteration 17Q: 3 clusters Score -824160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -824185.750000 Penalty: 4545.594727
	Iteration 18Q: 3 clusters Score -824185.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -824213.625000 Penalty: 4545.594727
	Iteration 19Q: 3 clusters Score -824213.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -824229.875000 Penalty: 4545.594727
	Iteration 20F: 3 clusters Score -824229.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -824249.750000 Penalty: 4545.594727
	Iteration 21Q: 3 clusters Score -824249.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -824268.375000 Penalty: 4545.594727
	Iteration 22Q: 3 clusters Score -824268.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -824278.750000 Penalty: 4545.594727
	Iteration 23Q: 3 clusters Score -824278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -824286.750000 Penalty: 4545.594727
	Iteration 24Q: 3 clusters Score -824286.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -824296.812500 Penalty: 4545.594727
	Iteration 25Q: 3 clusters Score -824296.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -824303.062500 Penalty: 4545.594727
	Iteration 26Q: 3 clusters Score -824303.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -824309.375000 Penalty: 4545.594727
	Iteration 27Q: 3 clusters Score -824309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -824316.875000 Penalty: 4545.594727
	Iteration 28Q: 3 clusters Score -824316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -824323.812500 Penalty: 4545.594727
	Iteration 29Q: 3 clusters Score -824323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -824324.750000 Penalty: 4545.594727
	Iteration 30Q: 3 clusters Score -824324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -824325.437500 Penalty: 4545.594727
	Iteration 31Q: 3 clusters Score -824325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -824327.875000 Penalty: 4545.594727
	Iteration 32Q: 3 clusters Score -824327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -824334.937500 Penalty: 4545.594727
	Iteration 33Q: 3 clusters Score -824334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -824336.062500 Penalty: 4545.594727
	Iteration 34Q: 3 clusters Score -824336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -824338.000000 Penalty: 4545.594727
	Iteration 35Q: 3 clusters Score -824338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -824337.687500 Penalty: 4545.594727
	Iteration 36Q: 3 clusters Score -824337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -824337.687500 Penalty: 4545.594727
	Iteration 37F: 3 clusters Score -824337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -257345.625000 Penalty: 2008.840088
	Iteration 0F: 2 clusters Score -257345.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -253859.046875 Penalty: 4017.680176
	Iteration 0F: 3 clusters Score -253859 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -254587.953125 Penalty: 4017.680176
	Iteration 1F: 3 clusters Score -254588 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -254776.687500 Penalty: 4017.680176
	Iteration 2F: 3 clusters Score -254776.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -254887.500000 Penalty: 4017.680176
	Iteration 3Q: 3 clusters Score -254887.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -254978.046875 Penalty: 4017.680176
	Iteration 4Q: 3 clusters Score -254978 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -255055.906250 Penalty: 4017.680176
	Iteration 5Q: 3 clusters Score -255055.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -255125.359375 Penalty: 4017.680176
	Iteration 6Q: 3 clusters Score -255125.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -255198.046875 Penalty: 4017.680176
	Iteration 7Q: 3 clusters Score -255198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -255266.609375 Penalty: 4017.680176
	Iteration 8Q: 3 clusters Score -255266.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -255333.703125 Penalty: 4017.680176
	Iteration 9Q: 3 clusters Score -255333.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -255382.765625 Penalty: 4017.680176
	Iteration 10Q: 3 clusters Score -255382.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -255414.625000 Penalty: 4017.680176
	Iteration 11Q: 3 clusters Score -255414.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -255439.484375 Penalty: 4017.680176
	Iteration 12Q: 3 clusters Score -255439.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -255463.125000 Penalty: 4017.680176
	Iteration 13Q: 3 clusters Score -255463.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -255482.593750 Penalty: 4017.680176
	Iteration 14Q: 3 clusters Score -255482.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -255500.750000 Penalty: 4017.680176
	Iteration 15Q: 3 clusters Score -255500.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -255522.156250 Penalty: 4017.680176
	Iteration 16Q: 3 clusters Score -255522.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -255547.218750 Penalty: 4017.680176
	Iteration 17Q: 3 clusters Score -255547.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -255570.078125 Penalty: 4017.680176
	Iteration 18Q: 3 clusters Score -255570.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -255592.281250 Penalty: 4017.680176
	Iteration 19Q: 3 clusters Score -255592.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -255612.937500 Penalty: 4017.680176
	Iteration 20F: 3 clusters Score -255612.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -255627.734375 Penalty: 4017.680176
	Iteration 21Q: 3 clusters Score -255627.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -255636.625000 Penalty: 4017.680176
	Iteration 22Q: 3 clusters Score -255636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -255641.500000 Penalty: 4017.680176
	Iteration 23Q: 3 clusters Score -255641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -255644.437500 Penalty: 4017.680176
	Iteration 24Q: 3 clusters Score -255644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -255645.593750 Penalty: 4017.680176
	Iteration 25Q: 3 clusters Score -255645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -255646.640625 Penalty: 4017.680176
	Iteration 26Q: 3 clusters Score -255646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -255648.500000 Penalty: 4017.680176
	Iteration 27Q: 3 clusters Score -255648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -255649.468750 Penalty: 4017.680176
	Iteration 28Q: 3 clusters Score -255649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -255650.468750 Penalty: 4017.680176
	Iteration 29Q: 3 clusters Score -255650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -255651.359375 Penalty: 4017.680176
	Iteration 30Q: 3 clusters Score -255651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -255652.375000 Penalty: 4017.680176
	Iteration 31Q: 3 clusters Score -255652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -255653.343750 Penalty: 4017.680176
	Iteration 32Q: 3 clusters Score -255653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -255654.859375 Penalty: 4017.680176
	Iteration 33Q: 3 clusters Score -255654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -255656.937500 Penalty: 4017.680176
	Iteration 34Q: 3 clusters Score -255656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -255658.515625 Penalty: 4017.680176
	Iteration 35Q: 3 clusters Score -255658.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -255659.906250 Penalty: 4017.680176
	Iteration 36Q: 3 clusters Score -255659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -255660.765625 Penalty: 4017.680176
	Iteration 37Q: 3 clusters Score -255660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -255660.765625 Penalty: 4017.680176
	Iteration 38F: 3 clusters Score -255660.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Entering Unmasked Estep 
Score: -1042620.312500 Penalty: 2342.070068
	Iteration 0F: 2 clusters Score -1042620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1033278.875000 Penalty: 4684.140137
	Iteration 0F: 3 clusters Score -1033279 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1036270.375000 Penalty: 4684.140137
	Iteration 1F: 3 clusters Score -1036270 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1036661.062500 Penalty: 4684.140137
	Iteration 2F: 3 clusters Score -1036661 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1037008.875000 Penalty: 4684.140137
	Iteration 3F: 3 clusters Score -1037009 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1037377.562500 Penalty: 4684.140137
	Iteration 4Q: 3 clusters Score -1037378 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1037752.375000 Penalty: 4684.140137
	Iteration 5Q: 3 clusters Score -1037752 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1038120.562500 Penalty: 4684.140137
	Iteration 6Q: 3 clusters Score -1038121 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1038463.250000 Penalty: 4684.140137
	Iteration 7Q: 3 clusters Score -1038463 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1038811.375000 Penalty: 4684.140137
	Iteration 8Q: 3 clusters Score -1038811 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1039130.062500 Penalty: 4684.140137
	Iteration 9Q: 3 clusters Score -1039130 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1039370.750000 Penalty: 4684.140137
	Iteration 10Q: 3 clusters Score -1039371 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1039557.000000 Penalty: 4684.140137
	Iteration 11Q: 3 clusters Score -1039557 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1039701.250000 Penalty: 4684.140137
	Iteration 12Q: 3 clusters Score -1039701 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1039799.375000 Penalty: 4684.140137
	Iteration 13Q: 3 clusters Score -1039799 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1039872.000000 Penalty: 4684.140137
	Iteration 14Q: 3 clusters Score -1039872 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1039926.687500 Penalty: 4684.140137
	Iteration 15Q: 3 clusters Score -1039927 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1039964.625000 Penalty: 4684.140137
	Iteration 16Q: 3 clusters Score -1039965 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1040007.875000 Penalty: 4684.140137
	Iteration 17Q: 3 clusters Score -1040008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1040045.750000 Penalty: 4684.140137
	Iteration 18Q: 3 clusters Score -1040046 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1040090.937500 Penalty: 4684.140137
	Iteration 19Q: 3 clusters Score -1040091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1040119.187500 Penalty: 4684.140137
	Iteration 20F: 3 clusters Score -1040119 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1040150.250000 Penalty: 4684.140137
	Iteration 21Q: 3 clusters Score -1040150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1040180.875000 Penalty: 4684.140137
	Iteration 22Q: 3 clusters Score -1040181 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1040206.062500 Penalty: 4684.140137
	Iteration 23Q: 3 clusters Score -1040206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1040231.562500 Penalty: 4684.140137
	Iteration 24Q: 3 clusters Score -1040232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1040257.687500 Penalty: 4684.140137
	Iteration 25Q: 3 clusters Score -1040258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1040276.812500 Penalty: 4684.140137
	Iteration 26Q: 3 clusters Score -1040277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1040289.812500 Penalty: 4684.140137
	Iteration 27Q: 3 clusters Score -1040290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1040297.625000 Penalty: 4684.140137
	Iteration 28Q: 3 clusters Score -1040298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1040305.062500 Penalty: 4684.140137
	Iteration 29Q: 3 clusters Score -1040305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1040308.500000 Penalty: 4684.140137
	Iteration 30Q: 3 clusters Score -1040308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1040312.562500 Penalty: 4684.140137
	Iteration 31Q: 3 clusters Score -1040313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1040314.687500 Penalty: 4684.140137
	Iteration 32Q: 3 clusters Score -1040315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1040317.437500 Penalty: 4684.140137
	Iteration 33Q: 3 clusters Score -1040317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1040322.375000 Penalty: 4684.140137
	Iteration 34Q: 3 clusters Score -1040322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1040326.437500 Penalty: 4684.140137
	Iteration 35Q: 3 clusters Score -1040326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1040329.937500 Penalty: 4684.140137
	Iteration 36Q: 3 clusters Score -1040330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1040336.437500 Penalty: 4684.140137
	Iteration 37Q: 3 clusters Score -1040336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1040337.875000 Penalty: 4684.140137
	Iteration 38Q: 3 clusters Score -1040338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1040338.875000 Penalty: 4684.140137
	Iteration 39Q: 3 clusters Score -1040339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1040344.812500 Penalty: 4684.140137
	Iteration 40F: 3 clusters Score -1040345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1040346.375000 Penalty: 4684.140137
	Iteration 41Q: 3 clusters Score -1040346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1040345.625000 Penalty: 4684.140137
	Iteration 42Q: 3 clusters Score -1040346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1040346.500000 Penalty: 4684.140137
	Iteration 43Q: 3 clusters Score -1040346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1040345.812500 Penalty: 4684.140137
	Iteration 44Q: 3 clusters Score -1040346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1040347.812500 Penalty: 4684.140137
	Iteration 45Q: 3 clusters Score -1040348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1040348.125000 Penalty: 4684.140137
	Iteration 46Q: 3 clusters Score -1040348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1040350.562500 Penalty: 4684.140137
	Iteration 47Q: 3 clusters Score -1040351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1040350.687500 Penalty: 4684.140137
	Iteration 48Q: 3 clusters Score -1040351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1040350.125000 Penalty: 4684.140137
	Iteration 49Q: 3 clusters Score -1040350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1040350.937500 Penalty: 4684.140137
	Iteration 50Q: 3 clusters Score -1040351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1040352.750000 Penalty: 4684.140137
	Iteration 51Q: 3 clusters Score -1040353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1040354.750000 Penalty: 4684.140137
	Iteration 52Q: 3 clusters Score -1040355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1040355.250000 Penalty: 4684.140137
	Iteration 53Q: 3 clusters Score -1040355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1040358.250000 Penalty: 4684.140137
	Iteration 54Q: 3 clusters Score -1040358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1040361.375000 Penalty: 4684.140137
	Iteration 55Q: 3 clusters Score -1040361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1040364.875000 Penalty: 4684.140137
	Iteration 56Q: 3 clusters Score -1040365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1040365.187500 Penalty: 4684.140137
	Iteration 57Q: 3 clusters Score -1040365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1040368.375000 Penalty: 4684.140137
	Iteration 58Q: 3 clusters Score -1040368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1040370.562500 Penalty: 4684.140137
	Iteration 59Q: 3 clusters Score -1040371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1040372.625000 Penalty: 4684.140137
	Iteration 60F: 3 clusters Score -1040373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1040373.750000 Penalty: 4684.140137
	Iteration 61Q: 3 clusters Score -1040374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1040377.312500 Penalty: 4684.140137
	Iteration 62Q: 3 clusters Score -1040377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1040381.125000 Penalty: 4684.140137
	Iteration 63Q: 3 clusters Score -1040381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1040383.125000 Penalty: 4684.140137
	Iteration 64Q: 3 clusters Score -1040383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1040386.750000 Penalty: 4684.140137
	Iteration 65Q: 3 clusters Score -1040387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1040388.500000 Penalty: 4684.140137
	Iteration 66Q: 3 clusters Score -1040388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1040388.312500 Penalty: 4684.140137
	Iteration 67Q: 3 clusters Score -1040388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1040392.000000 Penalty: 4684.140137
	Iteration 68Q: 3 clusters Score -1040392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1040394.187500 Penalty: 4684.140137
	Iteration 69Q: 3 clusters Score -1040394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1040392.500000 Penalty: 4684.140137
	Iteration 70Q: 3 clusters Score -1040392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1040391.250000 Penalty: 4684.140137
	Iteration 71Q: 3 clusters Score -1040391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1040393.625000 Penalty: 4684.140137
	Iteration 72Q: 3 clusters Score -1040394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1040393.500000 Penalty: 4684.140137
	Iteration 73Q: 3 clusters Score -1040394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1040395.250000 Penalty: 4684.140137
	Iteration 74Q: 3 clusters Score -1040395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1040397.312500 Penalty: 4684.140137
	Iteration 75Q: 3 clusters Score -1040397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1040398.250000 Penalty: 4684.140137
	Iteration 76Q: 3 clusters Score -1040398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1040397.500000 Penalty: 4684.140137
	Iteration 77Q: 3 clusters Score -1040398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1040399.375000 Penalty: 4684.140137
	Iteration 78Q: 3 clusters Score -1040399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1040399.937500 Penalty: 4684.140137
	Iteration 79Q: 3 clusters Score -1040400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1040399.437500 Penalty: 4684.140137
	Iteration 80F: 3 clusters Score -1040399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1040400.562500 Penalty: 4684.140137
	Iteration 81Q: 3 clusters Score -1040401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1040399.625000 Penalty: 4684.140137
	Iteration 82Q: 3 clusters Score -1040400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1040403.250000 Penalty: 4684.140137
	Iteration 83Q: 3 clusters Score -1040403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1040402.625000 Penalty: 4684.140137
	Iteration 84Q: 3 clusters Score -1040403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1040402.000000 Penalty: 4684.140137
	Iteration 85Q: 3 clusters Score -1040402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1040403.937500 Penalty: 4684.140137
	Iteration 86Q: 3 clusters Score -1040404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1040403.937500 Penalty: 4684.140137
	Iteration 87F: 3 clusters Score -1040404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Entering Unmasked Estep 
Score: -599407.250000 Penalty: 2211.858398
	Iteration 0F: 2 clusters Score -599407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -593342.437500 Penalty: 4423.716797
	Iteration 0F: 3 clusters Score -593342.4 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -594985.312500 Penalty: 4423.716797
	Iteration 1F: 3 clusters Score -594985.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -595253.125000 Penalty: 4423.716797
	Iteration 2F: 3 clusters Score -595253.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -595432.250000 Penalty: 4423.716797
	Iteration 3Q: 3 clusters Score -595432.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -595565.687500 Penalty: 4423.716797
	Iteration 4Q: 3 clusters Score -595565.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -595679.250000 Penalty: 4423.716797
	Iteration 5Q: 3 clusters Score -595679.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -595791.375000 Penalty: 4423.716797
	Iteration 6Q: 3 clusters Score -595791.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -595885.937500 Penalty: 4423.716797
	Iteration 7Q: 3 clusters Score -595885.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -595971.500000 Penalty: 4423.716797
	Iteration 8Q: 3 clusters Score -595971.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -596056.937500 Penalty: 4423.716797
	Iteration 9Q: 3 clusters Score -596056.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -596124.562500 Penalty: 4423.716797
	Iteration 10Q: 3 clusters Score -596124.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -596193.187500 Penalty: 4423.716797
	Iteration 11Q: 3 clusters Score -596193.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -596269.375000 Penalty: 4423.716797
	Iteration 12Q: 3 clusters Score -596269.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -596350.562500 Penalty: 4423.716797
	Iteration 13Q: 3 clusters Score -596350.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -596432.000000 Penalty: 4423.716797
	Iteration 14Q: 3 clusters Score -596432 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -596507.187500 Penalty: 4423.716797
	Iteration 15Q: 3 clusters Score -596507.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -596600.312500 Penalty: 4423.716797
	Iteration 16Q: 3 clusters Score -596600.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -596716.437500 Penalty: 4423.716797
	Iteration 17Q: 3 clusters Score -596716.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -596818.937500 Penalty: 4423.716797
	Iteration 18Q: 3 clusters Score -596818.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -596925.125000 Penalty: 4423.716797
	Iteration 19Q: 3 clusters Score -596925.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -597046.312500 Penalty: 4423.716797
	Iteration 20F: 3 clusters Score -597046.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -597170.062500 Penalty: 4423.716797
	Iteration 21Q: 3 clusters Score -597170.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -597275.062500 Penalty: 4423.716797
	Iteration 22Q: 3 clusters Score -597275.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -597344.375000 Penalty: 4423.716797
	Iteration 23Q: 3 clusters Score -597344.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -597397.062500 Penalty: 4423.716797
	Iteration 24Q: 3 clusters Score -597397.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -597444.125000 Penalty: 4423.716797
	Iteration 25Q: 3 clusters Score -597444.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -597489.375000 Penalty: 4423.716797
	Iteration 26Q: 3 clusters Score -597489.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -597523.187500 Penalty: 4423.716797
	Iteration 27Q: 3 clusters Score -597523.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -597552.250000 Penalty: 4423.716797
	Iteration 28Q: 3 clusters Score -597552.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -597573.062500 Penalty: 4423.716797
	Iteration 29Q: 3 clusters Score -597573.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -597585.125000 Penalty: 4423.716797
	Iteration 30Q: 3 clusters Score -597585.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -597597.312500 Penalty: 4423.716797
	Iteration 31Q: 3 clusters Score -597597.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -597613.062500 Penalty: 4423.716797
	Iteration 32Q: 3 clusters Score -597613.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -597626.312500 Penalty: 4423.716797
	Iteration 33Q: 3 clusters Score -597626.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -597639.375000 Penalty: 4423.716797
	Iteration 34Q: 3 clusters Score -597639.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -597652.937500 Penalty: 4423.716797
	Iteration 35Q: 3 clusters Score -597652.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -597673.812500 Penalty: 4423.716797
	Iteration 36Q: 3 clusters Score -597673.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -597692.937500 Penalty: 4423.716797
	Iteration 37Q: 3 clusters Score -597692.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -597719.562500 Penalty: 4423.716797
	Iteration 38Q: 3 clusters Score -597719.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -597743.500000 Penalty: 4423.716797
	Iteration 39Q: 3 clusters Score -597743.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -597759.625000 Penalty: 4423.716797
	Iteration 40F: 3 clusters Score -597759.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -597768.750000 Penalty: 4423.716797
	Iteration 41Q: 3 clusters Score -597768.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -597776.562500 Penalty: 4423.716797
	Iteration 42Q: 3 clusters Score -597776.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -597786.562500 Penalty: 4423.716797
	Iteration 43Q: 3 clusters Score -597786.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -597794.062500 Penalty: 4423.716797
	Iteration 44Q: 3 clusters Score -597794.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -597798.687500 Penalty: 4423.716797
	Iteration 45Q: 3 clusters Score -597798.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -597801.937500 Penalty: 4423.716797
	Iteration 46Q: 3 clusters Score -597801.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -597804.812500 Penalty: 4423.716797
	Iteration 47Q: 3 clusters Score -597804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -597806.750000 Penalty: 4423.716797
	Iteration 48Q: 3 clusters Score -597806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -597810.812500 Penalty: 4423.716797
	Iteration 49Q: 3 clusters Score -597810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -597809.375000 Penalty: 4423.716797
	Iteration 50Q: 3 clusters Score -597809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -597813.375000 Penalty: 4423.716797
	Iteration 51Q: 3 clusters Score -597813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -597816.750000 Penalty: 4423.716797
	Iteration 52Q: 3 clusters Score -597816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -597817.937500 Penalty: 4423.716797
	Iteration 53Q: 3 clusters Score -597817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -597819.750000 Penalty: 4423.716797
	Iteration 54Q: 3 clusters Score -597819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -597820.562500 Penalty: 4423.716797
	Iteration 55Q: 3 clusters Score -597820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -597821.562500 Penalty: 4423.716797
	Iteration 56Q: 3 clusters Score -597821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -597822.000000 Penalty: 4423.716797
	Iteration 57Q: 3 clusters Score -597822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -597823.312500 Penalty: 4423.716797
	Iteration 58Q: 3 clusters Score -597823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -597822.812500 Penalty: 4423.716797
	Iteration 59Q: 3 clusters Score -597822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -597823.875000 Penalty: 4423.716797
	Iteration 60F: 3 clusters Score -597823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -597823.250000 Penalty: 4423.716797
	Iteration 61Q: 3 clusters Score -597823.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -597823.250000 Penalty: 4423.716797
	Iteration 62F: 3 clusters Score -597823.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Entering Unmasked Estep 
Score: -680704.562500 Penalty: 2220.053467
	Iteration 0F: 2 clusters Score -680704.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -674506.562500 Penalty: 4440.106934
	Iteration 0F: 3 clusters Score -674506.6 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -676192.750000 Penalty: 4440.106934
	Iteration 1F: 3 clusters Score -676192.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -676445.937500 Penalty: 4440.106934
	Iteration 2F: 3 clusters Score -676445.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -676610.750000 Penalty: 4440.106934
	Iteration 3Q: 3 clusters Score -676610.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -676713.312500 Penalty: 4440.106934
	Iteration 4Q: 3 clusters Score -676713.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -676793.687500 Penalty: 4440.106934
	Iteration 5Q: 3 clusters Score -676793.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -676859.625000 Penalty: 4440.106934
	Iteration 6Q: 3 clusters Score -676859.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -676914.062500 Penalty: 4440.106934
	Iteration 7Q: 3 clusters Score -676914.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -676956.187500 Penalty: 4440.106934
	Iteration 8Q: 3 clusters Score -676956.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -676995.625000 Penalty: 4440.106934
	Iteration 9Q: 3 clusters Score -676995.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -677036.375000 Penalty: 4440.106934
	Iteration 10Q: 3 clusters Score -677036.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -677083.687500 Penalty: 4440.106934
	Iteration 11Q: 3 clusters Score -677083.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -677128.187500 Penalty: 4440.106934
	Iteration 12Q: 3 clusters Score -677128.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -677171.062500 Penalty: 4440.106934
	Iteration 13Q: 3 clusters Score -677171.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -677226.750000 Penalty: 4440.106934
	Iteration 14Q: 3 clusters Score -677226.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -677288.687500 Penalty: 4440.106934
	Iteration 15Q: 3 clusters Score -677288.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -677377.562500 Penalty: 4440.106934
	Iteration 16Q: 3 clusters Score -677377.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -677487.437500 Penalty: 4440.106934
	Iteration 17Q: 3 clusters Score -677487.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -677622.562500 Penalty: 4440.106934
	Iteration 18Q: 3 clusters Score -677622.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -677799.937500 Penalty: 4440.106934
	Iteration 19Q: 3 clusters Score -677799.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -677979.187500 Penalty: 4440.106934
	Iteration 20F: 3 clusters Score -677979.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -678136.187500 Penalty: 4440.106934
	Iteration 21Q: 3 clusters Score -678136.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -678279.250000 Penalty: 4440.106934
	Iteration 22Q: 3 clusters Score -678279.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -678400.437500 Penalty: 4440.106934
	Iteration 23Q: 3 clusters Score -678400.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -678491.312500 Penalty: 4440.106934
	Iteration 24Q: 3 clusters Score -678491.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -678558.875000 Penalty: 4440.106934
	Iteration 25Q: 3 clusters Score -678558.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -678606.812500 Penalty: 4440.106934
	Iteration 26Q: 3 clusters Score -678606.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -678636.125000 Penalty: 4440.106934
	Iteration 27Q: 3 clusters Score -678636.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -678661.562500 Penalty: 4440.106934
	Iteration 28Q: 3 clusters Score -678661.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -678676.375000 Penalty: 4440.106934
	Iteration 29Q: 3 clusters Score -678676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -678688.125000 Penalty: 4440.106934
	Iteration 30Q: 3 clusters Score -678688.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -678694.937500 Penalty: 4440.106934
	Iteration 31Q: 3 clusters Score -678694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -678703.000000 Penalty: 4440.106934
	Iteration 32Q: 3 clusters Score -678703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -678710.750000 Penalty: 4440.106934
	Iteration 33Q: 3 clusters Score -678710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -678721.500000 Penalty: 4440.106934
	Iteration 34Q: 3 clusters Score -678721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -678730.500000 Penalty: 4440.106934
	Iteration 35Q: 3 clusters Score -678730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -678736.000000 Penalty: 4440.106934
	Iteration 36Q: 3 clusters Score -678736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -678739.750000 Penalty: 4440.106934
	Iteration 37Q: 3 clusters Score -678739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -678744.875000 Penalty: 4440.106934
	Iteration 38Q: 3 clusters Score -678744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -678744.812500 Penalty: 4440.106934
	Iteration 39Q: 3 clusters Score -678744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -678744.812500 Penalty: 4440.106934
	Iteration 40F: 3 clusters Score -678744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Entering Unmasked Estep 
Score: -2045954.375000 Penalty: 2496.417969
	Iteration 0F: 2 clusters Score -2045954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2029664.000000 Penalty: 4992.835938
	Iteration 0F: 3 clusters Score -2029664 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2035291.625000 Penalty: 4992.835938
	Iteration 1F: 3 clusters Score -2035292 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2035812.125000 Penalty: 4992.835938
	Iteration 2F: 3 clusters Score -2035812 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2036361.375000 Penalty: 4992.835938
	Iteration 3F: 3 clusters Score -2036361 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2037053.875000 Penalty: 4992.835938
	Iteration 4F: 3 clusters Score -2037054 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2037939.375000 Penalty: 4992.835938
	Iteration 5F: 3 clusters Score -2037939 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2038980.000000 Penalty: 4992.835938
	Iteration 6F: 3 clusters Score -2038980 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2040060.125000 Penalty: 4992.835938
	Iteration 7F: 3 clusters Score -2040060 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2040896.625000 Penalty: 4992.835938
	Iteration 8F: 3 clusters Score -2040897 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2041505.000000 Penalty: 4992.835938
	Iteration 9Q: 3 clusters Score -2041505 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2041961.750000 Penalty: 4992.835938
	Iteration 10Q: 3 clusters Score -2041962 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2042275.500000 Penalty: 4992.835938
	Iteration 11Q: 3 clusters Score -2042276 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2042529.500000 Penalty: 4992.835938
	Iteration 12Q: 3 clusters Score -2042530 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2042743.125000 Penalty: 4992.835938
	Iteration 13Q: 3 clusters Score -2042743 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2042924.750000 Penalty: 4992.835938
	Iteration 14Q: 3 clusters Score -2042925 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2043055.750000 Penalty: 4992.835938
	Iteration 15Q: 3 clusters Score -2043056 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2043148.750000 Penalty: 4992.835938
	Iteration 16Q: 3 clusters Score -2043149 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2043234.625000 Penalty: 4992.835938
	Iteration 17Q: 3 clusters Score -2043235 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2043300.125000 Penalty: 4992.835938
	Iteration 18Q: 3 clusters Score -2043300 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2043354.500000 Penalty: 4992.835938
	Iteration 19Q: 3 clusters Score -2043354 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2043417.250000 Penalty: 4992.835938
	Iteration 20F: 3 clusters Score -2043417 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2043455.250000 Penalty: 4992.835938
	Iteration 21Q: 3 clusters Score -2043455 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2043502.750000 Penalty: 4992.835938
	Iteration 22Q: 3 clusters Score -2043503 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2043542.750000 Penalty: 4992.835938
	Iteration 23Q: 3 clusters Score -2043543 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2043578.875000 Penalty: 4992.835938
	Iteration 24Q: 3 clusters Score -2043579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2043604.125000 Penalty: 4992.835938
	Iteration 25Q: 3 clusters Score -2043604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2043630.125000 Penalty: 4992.835938
	Iteration 26Q: 3 clusters Score -2043630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2043649.125000 Penalty: 4992.835938
	Iteration 27Q: 3 clusters Score -2043649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2043660.875000 Penalty: 4992.835938
	Iteration 28Q: 3 clusters Score -2043661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2043680.500000 Penalty: 4992.835938
	Iteration 29Q: 3 clusters Score -2043680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2043697.375000 Penalty: 4992.835938
	Iteration 30Q: 3 clusters Score -2043697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2043709.750000 Penalty: 4992.835938
	Iteration 31Q: 3 clusters Score -2043710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2043712.000000 Penalty: 4992.835938
	Iteration 32Q: 3 clusters Score -2043712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2043722.875000 Penalty: 4992.835938
	Iteration 33Q: 3 clusters Score -2043723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2043735.750000 Penalty: 4992.835938
	Iteration 34Q: 3 clusters Score -2043736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2043742.875000 Penalty: 4992.835938
	Iteration 35Q: 3 clusters Score -2043743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2043746.875000 Penalty: 4992.835938
	Iteration 36Q: 3 clusters Score -2043747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2043746.875000 Penalty: 4992.835938
	Iteration 37Q: 3 clusters Score -2043747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2043752.500000 Penalty: 4992.835938
	Iteration 38Q: 3 clusters Score -2043752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2043762.125000 Penalty: 4992.835938
	Iteration 39Q: 3 clusters Score -2043762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2043763.750000 Penalty: 4992.835938
	Iteration 40F: 3 clusters Score -2043764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2043765.875000 Penalty: 4992.835938
	Iteration 41Q: 3 clusters Score -2043766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2043761.875000 Penalty: 4992.835938
	Iteration 42Q: 3 clusters Score -2043762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2043767.875000 Penalty: 4992.835938
	Iteration 43Q: 3 clusters Score -2043768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2043770.625000 Penalty: 4992.835938
	Iteration 44Q: 3 clusters Score -2043771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2043777.625000 Penalty: 4992.835938
	Iteration 45Q: 3 clusters Score -2043778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2043787.625000 Penalty: 4992.835938
	Iteration 46Q: 3 clusters Score -2043788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2043795.500000 Penalty: 4992.835938
	Iteration 47Q: 3 clusters Score -2043796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2043797.750000 Penalty: 4992.835938
	Iteration 48Q: 3 clusters Score -2043798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2043803.500000 Penalty: 4992.835938
	Iteration 49Q: 3 clusters Score -2043804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2043809.500000 Penalty: 4992.835938
	Iteration 50Q: 3 clusters Score -2043810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2043810.875000 Penalty: 4992.835938
	Iteration 51Q: 3 clusters Score -2043811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2043813.250000 Penalty: 4992.835938
	Iteration 52Q: 3 clusters Score -2043813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2043813.500000 Penalty: 4992.835938
	Iteration 53Q: 3 clusters Score -2043814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2043816.875000 Penalty: 4992.835938
	Iteration 54Q: 3 clusters Score -2043817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2043822.250000 Penalty: 4992.835938
	Iteration 55Q: 3 clusters Score -2043822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2043826.250000 Penalty: 4992.835938
	Iteration 56Q: 3 clusters Score -2043826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2043831.375000 Penalty: 4992.835938
	Iteration 57Q: 3 clusters Score -2043831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2043835.625000 Penalty: 4992.835938
	Iteration 58Q: 3 clusters Score -2043836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2043835.875000 Penalty: 4992.835938
	Iteration 59Q: 3 clusters Score -2043836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2043837.250000 Penalty: 4992.835938
	Iteration 60F: 3 clusters Score -2043837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2043839.750000 Penalty: 4992.835938
	Iteration 61Q: 3 clusters Score -2043840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2043843.500000 Penalty: 4992.835938
	Iteration 62Q: 3 clusters Score -2043844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2043846.375000 Penalty: 4992.835938
	Iteration 63Q: 3 clusters Score -2043846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2043849.625000 Penalty: 4992.835938
	Iteration 64Q: 3 clusters Score -2043850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2043854.000000 Penalty: 4992.835938
	Iteration 65Q: 3 clusters Score -2043854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2043854.125000 Penalty: 4992.835938
	Iteration 66Q: 3 clusters Score -2043854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2043857.250000 Penalty: 4992.835938
	Iteration 67Q: 3 clusters Score -2043857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2043855.250000 Penalty: 4992.835938
	Iteration 68Q: 3 clusters Score -2043855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2043859.625000 Penalty: 4992.835938
	Iteration 69Q: 3 clusters Score -2043860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2043861.000000 Penalty: 4992.835938
	Iteration 70Q: 3 clusters Score -2043861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2043867.750000 Penalty: 4992.835938
	Iteration 71Q: 3 clusters Score -2043868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2043869.875000 Penalty: 4992.835938
	Iteration 72Q: 3 clusters Score -2043870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2043871.250000 Penalty: 4992.835938
	Iteration 73Q: 3 clusters Score -2043871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2043872.250000 Penalty: 4992.835938
	Iteration 74Q: 3 clusters Score -2043872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2043872.875000 Penalty: 4992.835938
	Iteration 75Q: 3 clusters Score -2043873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2043876.500000 Penalty: 4992.835938
	Iteration 76Q: 3 clusters Score -2043876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2043872.875000 Penalty: 4992.835938
	Iteration 77Q: 3 clusters Score -2043873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2043874.875000 Penalty: 4992.835938
	Iteration 78Q: 3 clusters Score -2043875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2043874.750000 Penalty: 4992.835938
	Iteration 79Q: 3 clusters Score -2043875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2043879.000000 Penalty: 4992.835938
	Iteration 80F: 3 clusters Score -2043879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2043882.000000 Penalty: 4992.835938
	Iteration 81Q: 3 clusters Score -2043882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2043882.000000 Penalty: 4992.835938
	Iteration 82Q: 3 clusters Score -2043882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2043882.000000 Penalty: 4992.835938
	Iteration 83F: 3 clusters Score -2043882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Entering Unmasked Estep 
Score: -405053.312500 Penalty: 2092.016113
	Iteration 0F: 2 clusters Score -405053.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -400750.375000 Penalty: 4184.032227
	Iteration 0F: 3 clusters Score -400750.4 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -401742.031250 Penalty: 4184.032227
	Iteration 1F: 3 clusters Score -401742 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -401918.968750 Penalty: 4184.032227
	Iteration 2F: 3 clusters Score -401919 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -402014.500000 Penalty: 4184.032227
	Iteration 3Q: 3 clusters Score -402014.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -402084.656250 Penalty: 4184.032227
	Iteration 4Q: 3 clusters Score -402084.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -402136.218750 Penalty: 4184.032227
	Iteration 5Q: 3 clusters Score -402136.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -402164.375000 Penalty: 4184.032227
	Iteration 6Q: 3 clusters Score -402164.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -402184.343750 Penalty: 4184.032227
	Iteration 7Q: 3 clusters Score -402184.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -402201.875000 Penalty: 4184.032227
	Iteration 8Q: 3 clusters Score -402201.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -402215.875000 Penalty: 4184.032227
	Iteration 9Q: 3 clusters Score -402215.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -402233.218750 Penalty: 4184.032227
	Iteration 10Q: 3 clusters Score -402233.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -402249.375000 Penalty: 4184.032227
	Iteration 11Q: 3 clusters Score -402249.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -402264.125000 Penalty: 4184.032227
	Iteration 12Q: 3 clusters Score -402264.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -402277.531250 Penalty: 4184.032227
	Iteration 13Q: 3 clusters Score -402277.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -402284.062500 Penalty: 4184.032227
	Iteration 14Q: 3 clusters Score -402284.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -402289.375000 Penalty: 4184.032227
	Iteration 15Q: 3 clusters Score -402289.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -402295.875000 Penalty: 4184.032227
	Iteration 16Q: 3 clusters Score -402295.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -402298.656250 Penalty: 4184.032227
	Iteration 17Q: 3 clusters Score -402298.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -402303.218750 Penalty: 4184.032227
	Iteration 18Q: 3 clusters Score -402303.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -402309.281250 Penalty: 4184.032227
	Iteration 19Q: 3 clusters Score -402309.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -402314.250000 Penalty: 4184.032227
	Iteration 20F: 3 clusters Score -402314.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -402319.187500 Penalty: 4184.032227
	Iteration 21Q: 3 clusters Score -402319.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -402324.781250 Penalty: 4184.032227
	Iteration 22Q: 3 clusters Score -402324.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -402331.218750 Penalty: 4184.032227
	Iteration 23Q: 3 clusters Score -402331.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -402340.406250 Penalty: 4184.032227
	Iteration 24Q: 3 clusters Score -402340.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -402346.781250 Penalty: 4184.032227
	Iteration 25Q: 3 clusters Score -402346.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -402352.625000 Penalty: 4184.032227
	Iteration 26Q: 3 clusters Score -402352.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -402358.906250 Penalty: 4184.032227
	Iteration 27Q: 3 clusters Score -402358.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -402361.531250 Penalty: 4184.032227
	Iteration 28Q: 3 clusters Score -402361.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -402366.187500 Penalty: 4184.032227
	Iteration 29Q: 3 clusters Score -402366.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -402370.656250 Penalty: 4184.032227
	Iteration 30Q: 3 clusters Score -402370.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -402376.062500 Penalty: 4184.032227
	Iteration 31Q: 3 clusters Score -402376.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -402380.343750 Penalty: 4184.032227
	Iteration 32Q: 3 clusters Score -402380.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -402383.156250 Penalty: 4184.032227
	Iteration 33Q: 3 clusters Score -402383.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -402388.125000 Penalty: 4184.032227
	Iteration 34Q: 3 clusters Score -402388.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -402389.406250 Penalty: 4184.032227
	Iteration 35Q: 3 clusters Score -402389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -402391.343750 Penalty: 4184.032227
	Iteration 36Q: 3 clusters Score -402391.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -402393.468750 Penalty: 4184.032227
	Iteration 37Q: 3 clusters Score -402393.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -402395.687500 Penalty: 4184.032227
	Iteration 38Q: 3 clusters Score -402395.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -402400.250000 Penalty: 4184.032227
	Iteration 39Q: 3 clusters Score -402400.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -402404.156250 Penalty: 4184.032227
	Iteration 40F: 3 clusters Score -402404.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -402407.437500 Penalty: 4184.032227
	Iteration 41Q: 3 clusters Score -402407.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -402415.968750 Penalty: 4184.032227
	Iteration 42Q: 3 clusters Score -402416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -402422.281250 Penalty: 4184.032227
	Iteration 43Q: 3 clusters Score -402422.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -402428.812500 Penalty: 4184.032227
	Iteration 44Q: 3 clusters Score -402428.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -402438.593750 Penalty: 4184.032227
	Iteration 45Q: 3 clusters Score -402438.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -402446.312500 Penalty: 4184.032227
	Iteration 46Q: 3 clusters Score -402446.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -402455.406250 Penalty: 4184.032227
	Iteration 47Q: 3 clusters Score -402455.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -402467.750000 Penalty: 4184.032227
	Iteration 48Q: 3 clusters Score -402467.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -402484.187500 Penalty: 4184.032227
	Iteration 49Q: 3 clusters Score -402484.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -402496.937500 Penalty: 4184.032227
	Iteration 50Q: 3 clusters Score -402496.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -402510.468750 Penalty: 4184.032227
	Iteration 51Q: 3 clusters Score -402510.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -402525.281250 Penalty: 4184.032227
	Iteration 52Q: 3 clusters Score -402525.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -402542.281250 Penalty: 4184.032227
	Iteration 53Q: 3 clusters Score -402542.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -402555.000000 Penalty: 4184.032227
	Iteration 54Q: 3 clusters Score -402555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -402565.781250 Penalty: 4184.032227
	Iteration 55Q: 3 clusters Score -402565.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -402580.687500 Penalty: 4184.032227
	Iteration 56Q: 3 clusters Score -402580.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -402594.843750 Penalty: 4184.032227
	Iteration 57Q: 3 clusters Score -402594.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -402610.031250 Penalty: 4184.032227
	Iteration 58Q: 3 clusters Score -402610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -402634.250000 Penalty: 4184.032227
	Iteration 59Q: 3 clusters Score -402634.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -402656.656250 Penalty: 4184.032227
	Iteration 60F: 3 clusters Score -402656.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -402679.781250 Penalty: 4184.032227
	Iteration 61Q: 3 clusters Score -402679.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -402707.562500 Penalty: 4184.032227
	Iteration 62Q: 3 clusters Score -402707.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -402727.468750 Penalty: 4184.032227
	Iteration 63Q: 3 clusters Score -402727.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -402746.250000 Penalty: 4184.032227
	Iteration 64Q: 3 clusters Score -402746.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -402766.531250 Penalty: 4184.032227
	Iteration 65Q: 3 clusters Score -402766.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -402787.375000 Penalty: 4184.032227
	Iteration 66Q: 3 clusters Score -402787.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -402815.656250 Penalty: 4184.032227
	Iteration 67Q: 3 clusters Score -402815.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -402845.656250 Penalty: 4184.032227
	Iteration 68Q: 3 clusters Score -402845.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -402871.468750 Penalty: 4184.032227
	Iteration 69Q: 3 clusters Score -402871.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -402900.187500 Penalty: 4184.032227
	Iteration 70Q: 3 clusters Score -402900.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -402928.218750 Penalty: 4184.032227
	Iteration 71Q: 3 clusters Score -402928.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -402951.093750 Penalty: 4184.032227
	Iteration 72Q: 3 clusters Score -402951.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -402972.218750 Penalty: 4184.032227
	Iteration 73Q: 3 clusters Score -402972.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -402990.781250 Penalty: 4184.032227
	Iteration 74Q: 3 clusters Score -402990.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -403009.156250 Penalty: 4184.032227
	Iteration 75Q: 3 clusters Score -403009.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -403020.156250 Penalty: 4184.032227
	Iteration 76Q: 3 clusters Score -403020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -403026.625000 Penalty: 4184.032227
	Iteration 77Q: 3 clusters Score -403026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -403033.562500 Penalty: 4184.032227
	Iteration 78Q: 3 clusters Score -403033.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -403044.468750 Penalty: 4184.032227
	Iteration 79Q: 3 clusters Score -403044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -403059.593750 Penalty: 4184.032227
	Iteration 80F: 3 clusters Score -403059.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -403076.156250 Penalty: 4184.032227
	Iteration 81Q: 3 clusters Score -403076.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -403090.812500 Penalty: 4184.032227
	Iteration 82Q: 3 clusters Score -403090.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -403103.750000 Penalty: 4184.032227
	Iteration 83Q: 3 clusters Score -403103.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -403115.218750 Penalty: 4184.032227
	Iteration 84Q: 3 clusters Score -403115.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -403123.437500 Penalty: 4184.032227
	Iteration 85Q: 3 clusters Score -403123.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -403127.312500 Penalty: 4184.032227
	Iteration 86Q: 3 clusters Score -403127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -403129.156250 Penalty: 4184.032227
	Iteration 87Q: 3 clusters Score -403129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -403131.031250 Penalty: 4184.032227
	Iteration 88Q: 3 clusters Score -403131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -403133.812500 Penalty: 4184.032227
	Iteration 89Q: 3 clusters Score -403133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -403135.312500 Penalty: 4184.032227
	Iteration 90Q: 3 clusters Score -403135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -403136.312500 Penalty: 4184.032227
	Iteration 91Q: 3 clusters Score -403136.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -403141.406250 Penalty: 4184.032227
	Iteration 92Q: 3 clusters Score -403141.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -403148.406250 Penalty: 4184.032227
	Iteration 93Q: 3 clusters Score -403148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -403151.750000 Penalty: 4184.032227
	Iteration 94Q: 3 clusters Score -403151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -403152.812500 Penalty: 4184.032227
	Iteration 95Q: 3 clusters Score -403152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -403157.625000 Penalty: 4184.032227
	Iteration 96Q: 3 clusters Score -403157.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -403162.812500 Penalty: 4184.032227
	Iteration 97Q: 3 clusters Score -403162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -403167.468750 Penalty: 4184.032227
	Iteration 98Q: 3 clusters Score -403167.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -403172.218750 Penalty: 4184.032227
	Iteration 99Q: 3 clusters Score -403172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -403180.312500 Penalty: 4184.032227
	Iteration 100F: 3 clusters Score -403180.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -403186.781250 Penalty: 4184.032227
	Iteration 101Q: 3 clusters Score -403186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -403190.718750 Penalty: 4184.032227
	Iteration 102Q: 3 clusters Score -403190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -403193.812500 Penalty: 4184.032227
	Iteration 103Q: 3 clusters Score -403193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -403198.218750 Penalty: 4184.032227
	Iteration 104Q: 3 clusters Score -403198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -403202.187500 Penalty: 4184.032227
	Iteration 105Q: 3 clusters Score -403202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -403207.750000 Penalty: 4184.032227
	Iteration 106Q: 3 clusters Score -403207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -403210.062500 Penalty: 4184.032227
	Iteration 107Q: 3 clusters Score -403210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -403214.718750 Penalty: 4184.032227
	Iteration 108Q: 3 clusters Score -403214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -403219.343750 Penalty: 4184.032227
	Iteration 109Q: 3 clusters Score -403219.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -403226.281250 Penalty: 4184.032227
	Iteration 110Q: 3 clusters Score -403226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -403231.937500 Penalty: 4184.032227
	Iteration 111Q: 3 clusters Score -403231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -403236.781250 Penalty: 4184.032227
	Iteration 112Q: 3 clusters Score -403236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -403241.250000 Penalty: 4184.032227
	Iteration 113Q: 3 clusters Score -403241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -403245.750000 Penalty: 4184.032227
	Iteration 114Q: 3 clusters Score -403245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -403246.468750 Penalty: 4184.032227
	Iteration 115Q: 3 clusters Score -403246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -403247.000000 Penalty: 4184.032227
	Iteration 116Q: 3 clusters Score -403247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -403247.000000 Penalty: 4184.032227
	Iteration 117F: 3 clusters Score -403247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Entering Unmasked Estep 
Score: -3223462.500000 Penalty: 2610.945801
	Iteration 0F: 2 clusters Score -3223462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3198095.500000 Penalty: 5221.891602
	Iteration 0F: 3 clusters Score -3198096 nChanged 16978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3207323.500000 Penalty: 5221.891602
	Iteration 1F: 3 clusters Score -3207324 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3207892.250000 Penalty: 5221.891602
	Iteration 2Q: 3 clusters Score -3207892 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3208417.750000 Penalty: 5221.891602
	Iteration 3Q: 3 clusters Score -3208418 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3208940.250000 Penalty: 5221.891602
	Iteration 4Q: 3 clusters Score -3208940 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3209491.500000 Penalty: 5221.891602
	Iteration 5Q: 3 clusters Score -3209492 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3210120.750000 Penalty: 5221.891602
	Iteration 6Q: 3 clusters Score -3210121 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3210854.000000 Penalty: 5221.891602
	Iteration 7Q: 3 clusters Score -3210854 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3211849.750000 Penalty: 5221.891602
	Iteration 8Q: 3 clusters Score -3211850 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3213146.500000 Penalty: 5221.891602
	Iteration 9F: 3 clusters Score -3213146 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3214739.500000 Penalty: 5221.891602
	Iteration 10F: 3 clusters Score -3214740 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3216431.750000 Penalty: 5221.891602
	Iteration 11F: 3 clusters Score -3216432 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3217870.750000 Penalty: 5221.891602
	Iteration 12Q: 3 clusters Score -3217871 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3218965.000000 Penalty: 5221.891602
	Iteration 13Q: 3 clusters Score -3218965 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3219645.000000 Penalty: 5221.891602
	Iteration 14Q: 3 clusters Score -3219645 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3220062.750000 Penalty: 5221.891602
	Iteration 15Q: 3 clusters Score -3220063 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3220341.000000 Penalty: 5221.891602
	Iteration 16Q: 3 clusters Score -3220341 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3220541.750000 Penalty: 5221.891602
	Iteration 17Q: 3 clusters Score -3220542 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3220662.500000 Penalty: 5221.891602
	Iteration 18Q: 3 clusters Score -3220662 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3220729.500000 Penalty: 5221.891602
	Iteration 19Q: 3 clusters Score -3220730 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3220788.250000 Penalty: 5221.891602
	Iteration 20F: 3 clusters Score -3220788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3220853.250000 Penalty: 5221.891602
	Iteration 21Q: 3 clusters Score -3220853 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3220900.000000 Penalty: 5221.891602
	Iteration 22Q: 3 clusters Score -3220900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3220923.750000 Penalty: 5221.891602
	Iteration 23Q: 3 clusters Score -3220924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3220951.000000 Penalty: 5221.891602
	Iteration 24Q: 3 clusters Score -3220951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3220985.750000 Penalty: 5221.891602
	Iteration 25Q: 3 clusters Score -3220986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3220998.250000 Penalty: 5221.891602
	Iteration 26Q: 3 clusters Score -3220998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3221026.250000 Penalty: 5221.891602
	Iteration 27Q: 3 clusters Score -3221026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3221051.000000 Penalty: 5221.891602
	Iteration 28Q: 3 clusters Score -3221051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3221065.250000 Penalty: 5221.891602
	Iteration 29Q: 3 clusters Score -3221065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3221082.500000 Penalty: 5221.891602
	Iteration 30Q: 3 clusters Score -3221082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3221101.500000 Penalty: 5221.891602
	Iteration 31Q: 3 clusters Score -3221102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3221111.000000 Penalty: 5221.891602
	Iteration 32Q: 3 clusters Score -3221111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3221129.000000 Penalty: 5221.891602
	Iteration 33Q: 3 clusters Score -3221129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3221142.500000 Penalty: 5221.891602
	Iteration 34Q: 3 clusters Score -3221142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3221150.000000 Penalty: 5221.891602
	Iteration 35Q: 3 clusters Score -3221150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3221167.250000 Penalty: 5221.891602
	Iteration 36Q: 3 clusters Score -3221167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3221179.250000 Penalty: 5221.891602
	Iteration 37Q: 3 clusters Score -3221179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3221187.000000 Penalty: 5221.891602
	Iteration 38Q: 3 clusters Score -3221187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3221186.500000 Penalty: 5221.891602
	Iteration 39Q: 3 clusters Score -3221186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3221198.500000 Penalty: 5221.891602
	Iteration 40F: 3 clusters Score -3221198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3221202.000000 Penalty: 5221.891602
	Iteration 41Q: 3 clusters Score -3221202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3221211.250000 Penalty: 5221.891602
	Iteration 42Q: 3 clusters Score -3221211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3221218.500000 Penalty: 5221.891602
	Iteration 43Q: 3 clusters Score -3221218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3221212.500000 Penalty: 5221.891602
	Iteration 44Q: 3 clusters Score -3221212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3221226.250000 Penalty: 5221.891602
	Iteration 45Q: 3 clusters Score -3221226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3221221.750000 Penalty: 5221.891602
	Iteration 46Q: 3 clusters Score -3221222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3221223.250000 Penalty: 5221.891602
	Iteration 47Q: 3 clusters Score -3221223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3221229.250000 Penalty: 5221.891602
	Iteration 48Q: 3 clusters Score -3221229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3221233.500000 Penalty: 5221.891602
	Iteration 49Q: 3 clusters Score -3221234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3221239.750000 Penalty: 5221.891602
	Iteration 50Q: 3 clusters Score -3221240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3221239.500000 Penalty: 5221.891602
	Iteration 51Q: 3 clusters Score -3221240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3221243.500000 Penalty: 5221.891602
	Iteration 52Q: 3 clusters Score -3221244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3221243.500000 Penalty: 5221.891602
	Iteration 53F: 3 clusters Score -3221244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -337619.750000 Penalty: 2051.280518
	Iteration 0F: 2 clusters Score -337619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -333781.531250 Penalty: 4102.561035
	Iteration 0F: 3 clusters Score -333781.5 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -334585.281250 Penalty: 4102.561035
	Iteration 1F: 3 clusters Score -334585.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -334754.906250 Penalty: 4102.561035
	Iteration 2F: 3 clusters Score -334754.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -334862.406250 Penalty: 4102.561035
	Iteration 3Q: 3 clusters Score -334862.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -334942.906250 Penalty: 4102.561035
	Iteration 4Q: 3 clusters Score -334942.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -335002.625000 Penalty: 4102.561035
	Iteration 5Q: 3 clusters Score -335002.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -335043.875000 Penalty: 4102.561035
	Iteration 6Q: 3 clusters Score -335043.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -335086.093750 Penalty: 4102.561035
	Iteration 7Q: 3 clusters Score -335086.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -335127.406250 Penalty: 4102.561035
	Iteration 8Q: 3 clusters Score -335127.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -335163.093750 Penalty: 4102.561035
	Iteration 9Q: 3 clusters Score -335163.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -335193.468750 Penalty: 4102.561035
	Iteration 10Q: 3 clusters Score -335193.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -335219.906250 Penalty: 4102.561035
	Iteration 11Q: 3 clusters Score -335219.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -335247.500000 Penalty: 4102.561035
	Iteration 12Q: 3 clusters Score -335247.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -335274.187500 Penalty: 4102.561035
	Iteration 13Q: 3 clusters Score -335274.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -335312.281250 Penalty: 4102.561035
	Iteration 14Q: 3 clusters Score -335312.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -335351.093750 Penalty: 4102.561035
	Iteration 15Q: 3 clusters Score -335351.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -335394.281250 Penalty: 4102.561035
	Iteration 16Q: 3 clusters Score -335394.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -335439.187500 Penalty: 4102.561035
	Iteration 17Q: 3 clusters Score -335439.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -335484.250000 Penalty: 4102.561035
	Iteration 18Q: 3 clusters Score -335484.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -335527.312500 Penalty: 4102.561035
	Iteration 19Q: 3 clusters Score -335527.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -335581.406250 Penalty: 4102.561035
	Iteration 20F: 3 clusters Score -335581.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -335634.312500 Penalty: 4102.561035
	Iteration 21Q: 3 clusters Score -335634.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -335702.312500 Penalty: 4102.561035
	Iteration 22Q: 3 clusters Score -335702.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -335771.093750 Penalty: 4102.561035
	Iteration 23Q: 3 clusters Score -335771.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -335826.000000 Penalty: 4102.561035
	Iteration 24Q: 3 clusters Score -335826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -335878.656250 Penalty: 4102.561035
	Iteration 25Q: 3 clusters Score -335878.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -335930.625000 Penalty: 4102.561035
	Iteration 26Q: 3 clusters Score -335930.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -335983.531250 Penalty: 4102.561035
	Iteration 27Q: 3 clusters Score -335983.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -336028.750000 Penalty: 4102.561035
	Iteration 28Q: 3 clusters Score -336028.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -336076.937500 Penalty: 4102.561035
	Iteration 29Q: 3 clusters Score -336076.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -336122.625000 Penalty: 4102.561035
	Iteration 30Q: 3 clusters Score -336122.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -336154.593750 Penalty: 4102.561035
	Iteration 31Q: 3 clusters Score -336154.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -336178.437500 Penalty: 4102.561035
	Iteration 32Q: 3 clusters Score -336178.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -336190.906250 Penalty: 4102.561035
	Iteration 33Q: 3 clusters Score -336190.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -336205.375000 Penalty: 4102.561035
	Iteration 34Q: 3 clusters Score -336205.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -336214.593750 Penalty: 4102.561035
	Iteration 35Q: 3 clusters Score -336214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -336219.218750 Penalty: 4102.561035
	Iteration 36Q: 3 clusters Score -336219.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -336224.531250 Penalty: 4102.561035
	Iteration 37Q: 3 clusters Score -336224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -336230.781250 Penalty: 4102.561035
	Iteration 38Q: 3 clusters Score -336230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -336238.531250 Penalty: 4102.561035
	Iteration 39Q: 3 clusters Score -336238.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -336244.812500 Penalty: 4102.561035
	Iteration 40F: 3 clusters Score -336244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -336248.375000 Penalty: 4102.561035
	Iteration 41Q: 3 clusters Score -336248.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -336254.312500 Penalty: 4102.561035
	Iteration 42Q: 3 clusters Score -336254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -336259.875000 Penalty: 4102.561035
	Iteration 43Q: 3 clusters Score -336259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -336260.968750 Penalty: 4102.561035
	Iteration 44Q: 3 clusters Score -336261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -336264.625000 Penalty: 4102.561035
	Iteration 45Q: 3 clusters Score -336264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -336269.062500 Penalty: 4102.561035
	Iteration 46Q: 3 clusters Score -336269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -336271.468750 Penalty: 4102.561035
	Iteration 47Q: 3 clusters Score -336271.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -336274.656250 Penalty: 4102.561035
	Iteration 48Q: 3 clusters Score -336274.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -336277.500000 Penalty: 4102.561035
	Iteration 49Q: 3 clusters Score -336277.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -336280.906250 Penalty: 4102.561035
	Iteration 50Q: 3 clusters Score -336280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -336283.218750 Penalty: 4102.561035
	Iteration 51Q: 3 clusters Score -336283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -336287.125000 Penalty: 4102.561035
	Iteration 52Q: 3 clusters Score -336287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -336289.437500 Penalty: 4102.561035
	Iteration 53Q: 3 clusters Score -336289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -336291.500000 Penalty: 4102.561035
	Iteration 54Q: 3 clusters Score -336291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -336294.562500 Penalty: 4102.561035
	Iteration 55Q: 3 clusters Score -336294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -336296.781250 Penalty: 4102.561035
	Iteration 56Q: 3 clusters Score -336296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -336299.406250 Penalty: 4102.561035
	Iteration 57Q: 3 clusters Score -336299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -336301.531250 Penalty: 4102.561035
	Iteration 58Q: 3 clusters Score -336301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -336302.375000 Penalty: 4102.561035
	Iteration 59Q: 3 clusters Score -336302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -336303.875000 Penalty: 4102.561035
	Iteration 60F: 3 clusters Score -336303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Entering Unmasked Estep 
Score: -1127309.125000 Penalty: 2360.675781
	Iteration 0F: 2 clusters Score -1127309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1117292.500000 Penalty: 4721.351562
	Iteration 0F: 3 clusters Score -1117292 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1120338.125000 Penalty: 4721.351562
	Iteration 1F: 3 clusters Score -1120338 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1120626.625000 Penalty: 4721.351562
	Iteration 2F: 3 clusters Score -1120627 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1120840.500000 Penalty: 4721.351562
	Iteration 3Q: 3 clusters Score -1120840 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1121013.125000 Penalty: 4721.351562
	Iteration 4Q: 3 clusters Score -1121013 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1121149.000000 Penalty: 4721.351562
	Iteration 5Q: 3 clusters Score -1121149 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1121275.875000 Penalty: 4721.351562
	Iteration 6Q: 3 clusters Score -1121276 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1121386.625000 Penalty: 4721.351562
	Iteration 7Q: 3 clusters Score -1121387 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1121499.500000 Penalty: 4721.351562
	Iteration 8Q: 3 clusters Score -1121500 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1121609.000000 Penalty: 4721.351562
	Iteration 9Q: 3 clusters Score -1121609 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1121718.375000 Penalty: 4721.351562
	Iteration 10Q: 3 clusters Score -1121718 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1121847.000000 Penalty: 4721.351562
	Iteration 11Q: 3 clusters Score -1121847 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1122004.125000 Penalty: 4721.351562
	Iteration 12Q: 3 clusters Score -1122004 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1122184.625000 Penalty: 4721.351562
	Iteration 13Q: 3 clusters Score -1122185 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1122412.875000 Penalty: 4721.351562
	Iteration 14Q: 3 clusters Score -1122413 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1122699.250000 Penalty: 4721.351562
	Iteration 15Q: 3 clusters Score -1122699 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1123019.375000 Penalty: 4721.351562
	Iteration 16Q: 3 clusters Score -1123019 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1123302.875000 Penalty: 4721.351562
	Iteration 17Q: 3 clusters Score -1123303 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1123549.125000 Penalty: 4721.351562
	Iteration 18Q: 3 clusters Score -1123549 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1123760.625000 Penalty: 4721.351562
	Iteration 19Q: 3 clusters Score -1123761 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1123936.000000 Penalty: 4721.351562
	Iteration 20F: 3 clusters Score -1123936 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1124065.500000 Penalty: 4721.351562
	Iteration 21Q: 3 clusters Score -1124066 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1124154.375000 Penalty: 4721.351562
	Iteration 22Q: 3 clusters Score -1124154 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1124245.000000 Penalty: 4721.351562
	Iteration 23Q: 3 clusters Score -1124245 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1124308.250000 Penalty: 4721.351562
	Iteration 24Q: 3 clusters Score -1124308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1124361.500000 Penalty: 4721.351562
	Iteration 25Q: 3 clusters Score -1124362 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1124398.875000 Penalty: 4721.351562
	Iteration 26Q: 3 clusters Score -1124399 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1124438.750000 Penalty: 4721.351562
	Iteration 27Q: 3 clusters Score -1124439 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1124470.250000 Penalty: 4721.351562
	Iteration 28Q: 3 clusters Score -1124470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1124495.125000 Penalty: 4721.351562
	Iteration 29Q: 3 clusters Score -1124495 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1124516.125000 Penalty: 4721.351562
	Iteration 30Q: 3 clusters Score -1124516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1124531.875000 Penalty: 4721.351562
	Iteration 31Q: 3 clusters Score -1124532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1124550.250000 Penalty: 4721.351562
	Iteration 32Q: 3 clusters Score -1124550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1124563.000000 Penalty: 4721.351562
	Iteration 33Q: 3 clusters Score -1124563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1124574.375000 Penalty: 4721.351562
	Iteration 34Q: 3 clusters Score -1124574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1124582.500000 Penalty: 4721.351562
	Iteration 35Q: 3 clusters Score -1124582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1124594.750000 Penalty: 4721.351562
	Iteration 36Q: 3 clusters Score -1124595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1124600.250000 Penalty: 4721.351562
	Iteration 37Q: 3 clusters Score -1124600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1124610.750000 Penalty: 4721.351562
	Iteration 38Q: 3 clusters Score -1124611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1124622.125000 Penalty: 4721.351562
	Iteration 39Q: 3 clusters Score -1124622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1124635.375000 Penalty: 4721.351562
	Iteration 40F: 3 clusters Score -1124635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1124649.000000 Penalty: 4721.351562
	Iteration 41Q: 3 clusters Score -1124649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1124661.375000 Penalty: 4721.351562
	Iteration 42Q: 3 clusters Score -1124661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1124681.875000 Penalty: 4721.351562
	Iteration 43Q: 3 clusters Score -1124682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1124696.250000 Penalty: 4721.351562
	Iteration 44Q: 3 clusters Score -1124696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1124709.625000 Penalty: 4721.351562
	Iteration 45Q: 3 clusters Score -1124710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1124723.625000 Penalty: 4721.351562
	Iteration 46Q: 3 clusters Score -1124724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1124728.875000 Penalty: 4721.351562
	Iteration 47Q: 3 clusters Score -1124729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1124738.875000 Penalty: 4721.351562
	Iteration 48Q: 3 clusters Score -1124739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1124746.875000 Penalty: 4721.351562
	Iteration 49Q: 3 clusters Score -1124747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1124757.750000 Penalty: 4721.351562
	Iteration 50Q: 3 clusters Score -1124758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1124768.375000 Penalty: 4721.351562
	Iteration 51Q: 3 clusters Score -1124768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1124781.875000 Penalty: 4721.351562
	Iteration 52Q: 3 clusters Score -1124782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1124791.625000 Penalty: 4721.351562
	Iteration 53Q: 3 clusters Score -1124792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1124799.125000 Penalty: 4721.351562
	Iteration 54Q: 3 clusters Score -1124799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1124811.000000 Penalty: 4721.351562
	Iteration 55Q: 3 clusters Score -1124811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1124820.000000 Penalty: 4721.351562
	Iteration 56Q: 3 clusters Score -1124820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1124821.000000 Penalty: 4721.351562
	Iteration 57Q: 3 clusters Score -1124821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1124825.750000 Penalty: 4721.351562
	Iteration 58Q: 3 clusters Score -1124826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1124828.125000 Penalty: 4721.351562
	Iteration 59Q: 3 clusters Score -1124828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1124836.000000 Penalty: 4721.351562
	Iteration 60F: 3 clusters Score -1124836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1124845.250000 Penalty: 4721.351562
	Iteration 61Q: 3 clusters Score -1124845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1124856.625000 Penalty: 4721.351562
	Iteration 62Q: 3 clusters Score -1124857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1124866.500000 Penalty: 4721.351562
	Iteration 63Q: 3 clusters Score -1124866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1124877.750000 Penalty: 4721.351562
	Iteration 64Q: 3 clusters Score -1124878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1124888.250000 Penalty: 4721.351562
	Iteration 65Q: 3 clusters Score -1124888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1124897.125000 Penalty: 4721.351562
	Iteration 66Q: 3 clusters Score -1124897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1124905.500000 Penalty: 4721.351562
	Iteration 67Q: 3 clusters Score -1124906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1124913.625000 Penalty: 4721.351562
	Iteration 68Q: 3 clusters Score -1124914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1124922.875000 Penalty: 4721.351562
	Iteration 69Q: 3 clusters Score -1124923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1124936.125000 Penalty: 4721.351562
	Iteration 70Q: 3 clusters Score -1124936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1124944.250000 Penalty: 4721.351562
	Iteration 71Q: 3 clusters Score -1124944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1124948.875000 Penalty: 4721.351562
	Iteration 72Q: 3 clusters Score -1124949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1124955.000000 Penalty: 4721.351562
	Iteration 73Q: 3 clusters Score -1124955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1124959.125000 Penalty: 4721.351562
	Iteration 74Q: 3 clusters Score -1124959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1124960.250000 Penalty: 4721.351562
	Iteration 75Q: 3 clusters Score -1124960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1124962.000000 Penalty: 4721.351562
	Iteration 76Q: 3 clusters Score -1124962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1124965.000000 Penalty: 4721.351562
	Iteration 77Q: 3 clusters Score -1124965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1124967.875000 Penalty: 4721.351562
	Iteration 78Q: 3 clusters Score -1124968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1124964.750000 Penalty: 4721.351562
	Iteration 79Q: 3 clusters Score -1124965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1124968.625000 Penalty: 4721.351562
	Iteration 80F: 3 clusters Score -1124969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1124973.125000 Penalty: 4721.351562
	Iteration 81Q: 3 clusters Score -1124973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1124978.125000 Penalty: 4721.351562
	Iteration 82Q: 3 clusters Score -1124978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1124982.750000 Penalty: 4721.351562
	Iteration 83Q: 3 clusters Score -1124983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1124990.125000 Penalty: 4721.351562
	Iteration 84Q: 3 clusters Score -1124990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1124994.625000 Penalty: 4721.351562
	Iteration 85Q: 3 clusters Score -1124995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1125000.750000 Penalty: 4721.351562
	Iteration 86Q: 3 clusters Score -1125001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1125002.625000 Penalty: 4721.351562
	Iteration 87Q: 3 clusters Score -1125003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1125008.375000 Penalty: 4721.351562
	Iteration 88Q: 3 clusters Score -1125008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1125013.000000 Penalty: 4721.351562
	Iteration 89Q: 3 clusters Score -1125013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1125019.500000 Penalty: 4721.351562
	Iteration 90Q: 3 clusters Score -1125020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1125023.625000 Penalty: 4721.351562
	Iteration 91Q: 3 clusters Score -1125024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1125029.500000 Penalty: 4721.351562
	Iteration 92Q: 3 clusters Score -1125030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1125040.125000 Penalty: 4721.351562
	Iteration 93Q: 3 clusters Score -1125040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1125046.375000 Penalty: 4721.351562
	Iteration 94Q: 3 clusters Score -1125046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1125056.250000 Penalty: 4721.351562
	Iteration 95Q: 3 clusters Score -1125056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1125062.000000 Penalty: 4721.351562
	Iteration 96Q: 3 clusters Score -1125062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1125066.500000 Penalty: 4721.351562
	Iteration 97Q: 3 clusters Score -1125066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1125068.500000 Penalty: 4721.351562
	Iteration 98Q: 3 clusters Score -1125068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1125071.625000 Penalty: 4721.351562
	Iteration 99Q: 3 clusters Score -1125072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1125076.000000 Penalty: 4721.351562
	Iteration 100F: 3 clusters Score -1125076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1125082.125000 Penalty: 4721.351562
	Iteration 101Q: 3 clusters Score -1125082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1125086.375000 Penalty: 4721.351562
	Iteration 102Q: 3 clusters Score -1125086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1125090.375000 Penalty: 4721.351562
	Iteration 103Q: 3 clusters Score -1125090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1125092.875000 Penalty: 4721.351562
	Iteration 104Q: 3 clusters Score -1125093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1125092.875000 Penalty: 4721.351562
	Iteration 105Q: 3 clusters Score -1125093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1125098.875000 Penalty: 4721.351562
	Iteration 106Q: 3 clusters Score -1125099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1125101.375000 Penalty: 4721.351562
	Iteration 107Q: 3 clusters Score -1125101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1125104.500000 Penalty: 4721.351562
	Iteration 108Q: 3 clusters Score -1125104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1125103.875000 Penalty: 4721.351562
	Iteration 109Q: 3 clusters Score -1125104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1125107.000000 Penalty: 4721.351562
	Iteration 110Q: 3 clusters Score -1125107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1125107.500000 Penalty: 4721.351562
	Iteration 111Q: 3 clusters Score -1125108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1125110.000000 Penalty: 4721.351562
	Iteration 112Q: 3 clusters Score -1125110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1125109.000000 Penalty: 4721.351562
	Iteration 113Q: 3 clusters Score -1125109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1125111.625000 Penalty: 4721.351562
	Iteration 114Q: 3 clusters Score -1125112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1125112.375000 Penalty: 4721.351562
	Iteration 115Q: 3 clusters Score -1125112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1125113.750000 Penalty: 4721.351562
	Iteration 116Q: 3 clusters Score -1125114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1125118.250000 Penalty: 4721.351562
	Iteration 117Q: 3 clusters Score -1125118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1125121.375000 Penalty: 4721.351562
	Iteration 118Q: 3 clusters Score -1125121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1125126.125000 Penalty: 4721.351562
	Iteration 119Q: 3 clusters Score -1125126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1125127.625000 Penalty: 4721.351562
	Iteration 120F: 3 clusters Score -1125128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1125130.875000 Penalty: 4721.351562
	Iteration 121Q: 3 clusters Score -1125131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1125133.250000 Penalty: 4721.351562
	Iteration 122Q: 3 clusters Score -1125133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1125135.875000 Penalty: 4721.351562
	Iteration 123Q: 3 clusters Score -1125136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1125138.875000 Penalty: 4721.351562
	Iteration 124Q: 3 clusters Score -1125139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1125142.125000 Penalty: 4721.351562
	Iteration 125Q: 3 clusters Score -1125142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1125143.000000 Penalty: 4721.351562
	Iteration 126Q: 3 clusters Score -1125143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1125147.250000 Penalty: 4721.351562
	Iteration 127Q: 3 clusters Score -1125147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1125155.500000 Penalty: 4721.351562
	Iteration 128Q: 3 clusters Score -1125156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1125165.500000 Penalty: 4721.351562
	Iteration 129Q: 3 clusters Score -1125166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1125170.000000 Penalty: 4721.351562
	Iteration 130Q: 3 clusters Score -1125170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1125177.250000 Penalty: 4721.351562
	Iteration 131Q: 3 clusters Score -1125177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1125177.750000 Penalty: 4721.351562
	Iteration 132Q: 3 clusters Score -1125178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1125179.875000 Penalty: 4721.351562
	Iteration 133Q: 3 clusters Score -1125180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1125178.875000 Penalty: 4721.351562
	Iteration 134Q: 3 clusters Score -1125179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1125180.000000 Penalty: 4721.351562
	Iteration 135Q: 3 clusters Score -1125180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1125180.000000 Penalty: 4721.351562
	Iteration 136F: 3 clusters Score -1125180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (106863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Entering Unmasked Estep 
Score: -9110578.000000 Penalty: 2871.666992
	Iteration 0F: 2 clusters Score -9110578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -9039370.000000 Penalty: 5743.333984
	Iteration 0F: 3 clusters Score -9039370 nChanged 50533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -9068104.000000 Penalty: 5743.333984
	Iteration 1F: 3 clusters Score -9068104 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -9069123.000000 Penalty: 5743.333984
	Iteration 2Q: 3 clusters Score -9069123 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -9070206.000000 Penalty: 5743.333984
	Iteration 3Q: 3 clusters Score -9070206 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -9071635.000000 Penalty: 5743.333984
	Iteration 4Q: 3 clusters Score -9071635 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -9073567.000000 Penalty: 5743.333984
	Iteration 5Q: 3 clusters Score -9073567 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -9076274.000000 Penalty: 5743.333984
	Iteration 6Q: 3 clusters Score -9076274 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -9079863.000000 Penalty: 5743.333984
	Iteration 7F: 3 clusters Score -9079863 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -9084388.000000 Penalty: 5743.333984
	Iteration 8F: 3 clusters Score -9084388 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -9089032.000000 Penalty: 5743.333984
	Iteration 9F: 3 clusters Score -9089032 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 81959 members 
Entering Unmasked Estep 
Score: -9093125.000000 Penalty: 5743.333984
	Iteration 10F: 3 clusters Score -9093125 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -9096417.000000 Penalty: 5743.333984
	Iteration 11Q: 3 clusters Score -9096417 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -9099496.000000 Penalty: 5743.333984
	Iteration 12Q: 3 clusters Score -9099496 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 94411 members 
Entering Unmasked Estep 
Score: -9101868.000000 Penalty: 5743.333984
	Iteration 13Q: 3 clusters Score -9101868 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -9103744.000000 Penalty: 5743.333984
	Iteration 14Q: 3 clusters Score -9103744 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -9105081.000000 Penalty: 5743.333984
	Iteration 15Q: 3 clusters Score -9105081 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -9106041.000000 Penalty: 5743.333984
	Iteration 16Q: 3 clusters Score -9106041 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 102906 members 
Entering Unmasked Estep 
Score: -9106771.000000 Penalty: 5743.333984
	Iteration 17Q: 3 clusters Score -9106771 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -9107180.000000 Penalty: 5743.333984
	Iteration 18Q: 3 clusters Score -9107180 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -9107437.000000 Penalty: 5743.333984
	Iteration 19Q: 3 clusters Score -9107437 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 104680 members 
Entering Unmasked Estep 
Score: -9107612.000000 Penalty: 5743.333984
	Iteration 20F: 3 clusters Score -9107612 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -9107744.000000 Penalty: 5743.333984
	Iteration 21Q: 3 clusters Score -9107744 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 105107 members 
Entering Unmasked Estep 
Score: -9107822.000000 Penalty: 5743.333984
	Iteration 22Q: 3 clusters Score -9107822 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -9107871.000000 Penalty: 5743.333984
	Iteration 23Q: 3 clusters Score -9107871 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
Score: -9107897.000000 Penalty: 5743.333984
	Iteration 24Q: 3 clusters Score -9107897 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -9107946.000000 Penalty: 5743.333984
	Iteration 25Q: 3 clusters Score -9107946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -9107975.000000 Penalty: 5743.333984
	Iteration 26Q: 3 clusters Score -9107975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -9108008.000000 Penalty: 5743.333984
	Iteration 27Q: 3 clusters Score -9108008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 105579 members 
Entering Unmasked Estep 
Score: -9108023.000000 Penalty: 5743.333984
	Iteration 28Q: 3 clusters Score -9108023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 105620 members 
Entering Unmasked Estep 
Score: -9108052.000000 Penalty: 5743.333984
	Iteration 29Q: 3 clusters Score -9108052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 105653 members 
Entering Unmasked Estep 
Score: -9108068.000000 Penalty: 5743.333984
	Iteration 30Q: 3 clusters Score -9108068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -9108089.000000 Penalty: 5743.333984
	Iteration 31Q: 3 clusters Score -9108089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 105715 members 
Entering Unmasked Estep 
Score: -9108111.000000 Penalty: 5743.333984
	Iteration 32Q: 3 clusters Score -9108111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
Score: -9108113.000000 Penalty: 5743.333984
	Iteration 33Q: 3 clusters Score -9108113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -9108113.000000 Penalty: 5743.333984
	Iteration 34Q: 3 clusters Score -9108113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -9108136.000000 Penalty: 5743.333984
	Iteration 35Q: 3 clusters Score -9108136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -9108142.000000 Penalty: 5743.333984
	Iteration 36Q: 3 clusters Score -9108142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -9108153.000000 Penalty: 5743.333984
	Iteration 37Q: 3 clusters Score -9108153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -9108157.000000 Penalty: 5743.333984
	Iteration 38Q: 3 clusters Score -9108157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -9108164.000000 Penalty: 5743.333984
	Iteration 39Q: 3 clusters Score -9108164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 105839 members 
Entering Unmasked Estep 
Score: -9108181.000000 Penalty: 5743.333984
	Iteration 40F: 3 clusters Score -9108181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -9108184.000000 Penalty: 5743.333984
	Iteration 41Q: 3 clusters Score -9108184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -9108200.000000 Penalty: 5743.333984
	Iteration 42Q: 3 clusters Score -9108200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 105866 members 
Entering Unmasked Estep 
Score: -9108202.000000 Penalty: 5743.333984
	Iteration 43Q: 3 clusters Score -9108202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -9108213.000000 Penalty: 5743.333984
	Iteration 44Q: 3 clusters Score -9108213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -9108211.000000 Penalty: 5743.333984
	Iteration 45Q: 3 clusters Score -9108211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 105886 members 
Entering Unmasked Estep 
Score: -9108218.000000 Penalty: 5743.333984
	Iteration 46Q: 3 clusters Score -9108218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -9108221.000000 Penalty: 5743.333984
	Iteration 47Q: 3 clusters Score -9108221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -9108225.000000 Penalty: 5743.333984
	Iteration 48Q: 3 clusters Score -9108225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 105897 members 
Entering Unmasked Estep 
Score: -9108231.000000 Penalty: 5743.333984
	Iteration 49Q: 3 clusters Score -9108231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -9108243.000000 Penalty: 5743.333984
	Iteration 50Q: 3 clusters Score -9108243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -9108244.000000 Penalty: 5743.333984
	Iteration 51Q: 3 clusters Score -9108244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -9108243.000000 Penalty: 5743.333984
	Iteration 52Q: 3 clusters Score -9108243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -9108244.000000 Penalty: 5743.333984
	Iteration 53Q: 3 clusters Score -9108244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -9108247.000000 Penalty: 5743.333984
	Iteration 54Q: 3 clusters Score -9108247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -9108254.000000 Penalty: 5743.333984
	Iteration 55Q: 3 clusters Score -9108254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -9108249.000000 Penalty: 5743.333984
	Iteration 56Q: 3 clusters Score -9108249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -9108254.000000 Penalty: 5743.333984
	Iteration 57Q: 3 clusters Score -9108254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -9108254.000000 Penalty: 5743.333984
	Iteration 58Q: 3 clusters Score -9108254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -9108253.000000 Penalty: 5743.333984
	Iteration 59Q: 3 clusters Score -9108253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -9108247.000000 Penalty: 5743.333984
	Iteration 60F: 3 clusters Score -9108247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 105942 members 
Entering Unmasked Estep 
Score: -9108252.000000 Penalty: 5743.333984
	Iteration 61Q: 3 clusters Score -9108252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 105942 members 
Entering Unmasked Estep 
Score: -9108252.000000 Penalty: 5743.333984
	Iteration 62F: 3 clusters Score -9108252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Entering Unmasked Estep 
Score: -400650.406250 Penalty: 2127.508789
	Iteration 0F: 2 clusters Score -400650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -395950.187500 Penalty: 4255.017578
	Iteration 0F: 3 clusters Score -395950.2 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -397063.093750 Penalty: 4255.017578
	Iteration 1F: 3 clusters Score -397063.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -397297.812500 Penalty: 4255.017578
	Iteration 2F: 3 clusters Score -397297.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -397460.281250 Penalty: 4255.017578
	Iteration 3F: 3 clusters Score -397460.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -397560.781250 Penalty: 4255.017578
	Iteration 4Q: 3 clusters Score -397560.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -397632.437500 Penalty: 4255.017578
	Iteration 5Q: 3 clusters Score -397632.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -397681.843750 Penalty: 4255.017578
	Iteration 6Q: 3 clusters Score -397681.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -397720.906250 Penalty: 4255.017578
	Iteration 7Q: 3 clusters Score -397720.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -397761.875000 Penalty: 4255.017578
	Iteration 8Q: 3 clusters Score -397761.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -397800.375000 Penalty: 4255.017578
	Iteration 9Q: 3 clusters Score -397800.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -397852.343750 Penalty: 4255.017578
	Iteration 10Q: 3 clusters Score -397852.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -397895.656250 Penalty: 4255.017578
	Iteration 11Q: 3 clusters Score -397895.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -397944.562500 Penalty: 4255.017578
	Iteration 12Q: 3 clusters Score -397944.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -397992.562500 Penalty: 4255.017578
	Iteration 13Q: 3 clusters Score -397992.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -398030.093750 Penalty: 4255.017578
	Iteration 14Q: 3 clusters Score -398030.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -398076.281250 Penalty: 4255.017578
	Iteration 15Q: 3 clusters Score -398076.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -398123.125000 Penalty: 4255.017578
	Iteration 16Q: 3 clusters Score -398123.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -398162.500000 Penalty: 4255.017578
	Iteration 17Q: 3 clusters Score -398162.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -398203.937500 Penalty: 4255.017578
	Iteration 18Q: 3 clusters Score -398203.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -398235.281250 Penalty: 4255.017578
	Iteration 19Q: 3 clusters Score -398235.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -398267.250000 Penalty: 4255.017578
	Iteration 20F: 3 clusters Score -398267.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -398301.875000 Penalty: 4255.017578
	Iteration 21Q: 3 clusters Score -398301.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -398344.750000 Penalty: 4255.017578
	Iteration 22Q: 3 clusters Score -398344.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -398381.750000 Penalty: 4255.017578
	Iteration 23Q: 3 clusters Score -398381.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -398424.281250 Penalty: 4255.017578
	Iteration 24Q: 3 clusters Score -398424.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -398464.625000 Penalty: 4255.017578
	Iteration 25Q: 3 clusters Score -398464.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -398508.125000 Penalty: 4255.017578
	Iteration 26Q: 3 clusters Score -398508.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -398554.656250 Penalty: 4255.017578
	Iteration 27Q: 3 clusters Score -398554.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -398601.687500 Penalty: 4255.017578
	Iteration 28Q: 3 clusters Score -398601.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -398648.281250 Penalty: 4255.017578
	Iteration 29Q: 3 clusters Score -398648.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -398687.718750 Penalty: 4255.017578
	Iteration 30Q: 3 clusters Score -398687.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -398716.625000 Penalty: 4255.017578
	Iteration 31Q: 3 clusters Score -398716.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -398739.968750 Penalty: 4255.017578
	Iteration 32Q: 3 clusters Score -398740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -398755.781250 Penalty: 4255.017578
	Iteration 33Q: 3 clusters Score -398755.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -398767.937500 Penalty: 4255.017578
	Iteration 34Q: 3 clusters Score -398767.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -398785.250000 Penalty: 4255.017578
	Iteration 35Q: 3 clusters Score -398785.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -398803.875000 Penalty: 4255.017578
	Iteration 36Q: 3 clusters Score -398803.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -398816.281250 Penalty: 4255.017578
	Iteration 37Q: 3 clusters Score -398816.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -398827.843750 Penalty: 4255.017578
	Iteration 38Q: 3 clusters Score -398827.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -398838.937500 Penalty: 4255.017578
	Iteration 39Q: 3 clusters Score -398838.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -398846.593750 Penalty: 4255.017578
	Iteration 40F: 3 clusters Score -398846.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -398858.218750 Penalty: 4255.017578
	Iteration 41Q: 3 clusters Score -398858.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -398868.281250 Penalty: 4255.017578
	Iteration 42Q: 3 clusters Score -398868.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -398877.625000 Penalty: 4255.017578
	Iteration 43Q: 3 clusters Score -398877.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -398889.687500 Penalty: 4255.017578
	Iteration 44Q: 3 clusters Score -398889.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -398898.250000 Penalty: 4255.017578
	Iteration 45Q: 3 clusters Score -398898.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -398906.625000 Penalty: 4255.017578
	Iteration 46Q: 3 clusters Score -398906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -398914.312500 Penalty: 4255.017578
	Iteration 47Q: 3 clusters Score -398914.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -398920.937500 Penalty: 4255.017578
	Iteration 48Q: 3 clusters Score -398920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -398923.968750 Penalty: 4255.017578
	Iteration 49Q: 3 clusters Score -398924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -398925.656250 Penalty: 4255.017578
	Iteration 50Q: 3 clusters Score -398925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -398925.750000 Penalty: 4255.017578
	Iteration 51Q: 3 clusters Score -398925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -398925.750000 Penalty: 4255.017578
	Iteration 52F: 3 clusters Score -398925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -417274.875000 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -417274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -412958.093750 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -412958.1 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -413933.406250 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -413933.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -414108.687500 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -414108.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -414206.531250 Penalty: 4201.793945
	Iteration 3Q: 3 clusters Score -414206.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -414264.812500 Penalty: 4201.793945
	Iteration 4Q: 3 clusters Score -414264.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -414303.906250 Penalty: 4201.793945
	Iteration 5Q: 3 clusters Score -414303.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -414326.593750 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -414326.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -414342.500000 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -414342.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -414352.875000 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -414352.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -414363.218750 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -414363.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -414377.375000 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -414377.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -414389.937500 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -414389.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -414403.250000 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -414403.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -414415.281250 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -414415.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -414429.031250 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -414429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -414438.218750 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -414438.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -414445.156250 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -414445.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -414453.656250 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -414453.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -414463.562500 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -414463.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -414469.875000 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -414469.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -414480.562500 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -414480.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -414493.281250 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -414493.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -414503.968750 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -414504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -414515.218750 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -414515.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -414530.093750 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -414530.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -414546.531250 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -414546.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -414564.968750 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -414565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -414594.750000 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -414594.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -414621.312500 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -414621.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -414651.250000 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -414651.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -414690.906250 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -414690.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -414730.125000 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -414730.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -414784.843750 Penalty: 4201.793945
	Iteration 32Q: 3 clusters Score -414784.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -414844.718750 Penalty: 4201.793945
	Iteration 33Q: 3 clusters Score -414844.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -414908.031250 Penalty: 4201.793945
	Iteration 34Q: 3 clusters Score -414908 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -414970.750000 Penalty: 4201.793945
	Iteration 35Q: 3 clusters Score -414970.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -415036.250000 Penalty: 4201.793945
	Iteration 36Q: 3 clusters Score -415036.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -415097.250000 Penalty: 4201.793945
	Iteration 37Q: 3 clusters Score -415097.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -415151.812500 Penalty: 4201.793945
	Iteration 38Q: 3 clusters Score -415151.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -415210.343750 Penalty: 4201.793945
	Iteration 39Q: 3 clusters Score -415210.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -415257.562500 Penalty: 4201.793945
	Iteration 40F: 3 clusters Score -415257.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -415289.218750 Penalty: 4201.793945
	Iteration 41Q: 3 clusters Score -415289.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -415315.468750 Penalty: 4201.793945
	Iteration 42Q: 3 clusters Score -415315.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -415339.500000 Penalty: 4201.793945
	Iteration 43Q: 3 clusters Score -415339.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -415358.187500 Penalty: 4201.793945
	Iteration 44Q: 3 clusters Score -415358.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -415371.531250 Penalty: 4201.793945
	Iteration 45Q: 3 clusters Score -415371.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -415383.531250 Penalty: 4201.793945
	Iteration 46Q: 3 clusters Score -415383.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -415403.156250 Penalty: 4201.793945
	Iteration 47Q: 3 clusters Score -415403.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -415424.312500 Penalty: 4201.793945
	Iteration 48Q: 3 clusters Score -415424.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -415439.875000 Penalty: 4201.793945
	Iteration 49Q: 3 clusters Score -415439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -415450.781250 Penalty: 4201.793945
	Iteration 50Q: 3 clusters Score -415450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -415458.687500 Penalty: 4201.793945
	Iteration 51Q: 3 clusters Score -415458.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -415466.750000 Penalty: 4201.793945
	Iteration 52Q: 3 clusters Score -415466.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -415481.000000 Penalty: 4201.793945
	Iteration 53Q: 3 clusters Score -415481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -415492.625000 Penalty: 4201.793945
	Iteration 54Q: 3 clusters Score -415492.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -415504.468750 Penalty: 4201.793945
	Iteration 55Q: 3 clusters Score -415504.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -415513.968750 Penalty: 4201.793945
	Iteration 56Q: 3 clusters Score -415514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -415519.656250 Penalty: 4201.793945
	Iteration 57Q: 3 clusters Score -415519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -415522.437500 Penalty: 4201.793945
	Iteration 58Q: 3 clusters Score -415522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -415523.656250 Penalty: 4201.793945
	Iteration 59Q: 3 clusters Score -415523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -415524.343750 Penalty: 4201.793945
	Iteration 60F: 3 clusters Score -415524.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -415526.812500 Penalty: 4201.793945
	Iteration 61Q: 3 clusters Score -415526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -415529.000000 Penalty: 4201.793945
	Iteration 62Q: 3 clusters Score -415529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -415529.000000 Penalty: 4201.793945
	Iteration 63F: 3 clusters Score -415529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -349039.500000 Penalty: 2079.940430
	Iteration 0F: 2 clusters Score -349039.5 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 2193 members 
Entering Unmasked Estep 
Score: -344862.093750 Penalty: 4159.880859
	Iteration 0F: 3 clusters Score -344862.1 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -345862.343750 Penalty: 4159.880859
	Iteration 1F: 3 clusters Score -345862.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -346115.750000 Penalty: 4159.880859
	Iteration 2F: 3 clusters Score -346115.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -346302.750000 Penalty: 4159.880859
	Iteration 3Q: 3 clusters Score -346302.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -346490.500000 Penalty: 4159.880859
	Iteration 4Q: 3 clusters Score -346490.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -346653.843750 Penalty: 4159.880859
	Iteration 5Q: 3 clusters Score -346653.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -346823.343750 Penalty: 4159.880859
	Iteration 6Q: 3 clusters Score -346823.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -347021.125000 Penalty: 4159.880859
	Iteration 7Q: 3 clusters Score -347021.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -347232.656250 Penalty: 4159.880859
	Iteration 8Q: 3 clusters Score -347232.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -347420.062500 Penalty: 4159.880859
	Iteration 9Q: 3 clusters Score -347420.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -347584.218750 Penalty: 4159.880859
	Iteration 10Q: 3 clusters Score -347584.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -347727.218750 Penalty: 4159.880859
	Iteration 11Q: 3 clusters Score -347727.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -347833.781250 Penalty: 4159.880859
	Iteration 12Q: 3 clusters Score -347833.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -347910.812500 Penalty: 4159.880859
	Iteration 13Q: 3 clusters Score -347910.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -347963.937500 Penalty: 4159.880859
	Iteration 14Q: 3 clusters Score -347963.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -347997.750000 Penalty: 4159.880859
	Iteration 15Q: 3 clusters Score -347997.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -348017.031250 Penalty: 4159.880859
	Iteration 16Q: 3 clusters Score -348017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -348028.437500 Penalty: 4159.880859
	Iteration 17Q: 3 clusters Score -348028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -348035.406250 Penalty: 4159.880859
	Iteration 18Q: 3 clusters Score -348035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -348040.593750 Penalty: 4159.880859
	Iteration 19Q: 3 clusters Score -348040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -348044.406250 Penalty: 4159.880859
	Iteration 20F: 3 clusters Score -348044.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348050.187500 Penalty: 4159.880859
	Iteration 21Q: 3 clusters Score -348050.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -348053.656250 Penalty: 4159.880859
	Iteration 22Q: 3 clusters Score -348053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348057.625000 Penalty: 4159.880859
	Iteration 23Q: 3 clusters Score -348057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -348060.937500 Penalty: 4159.880859
	Iteration 24Q: 3 clusters Score -348060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -348064.125000 Penalty: 4159.880859
	Iteration 25Q: 3 clusters Score -348064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -348065.343750 Penalty: 4159.880859
	Iteration 26Q: 3 clusters Score -348065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -348068.125000 Penalty: 4159.880859
	Iteration 27Q: 3 clusters Score -348068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -348069.593750 Penalty: 4159.880859
	Iteration 28Q: 3 clusters Score -348069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -348072.281250 Penalty: 4159.880859
	Iteration 29Q: 3 clusters Score -348072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -348074.093750 Penalty: 4159.880859
	Iteration 30Q: 3 clusters Score -348074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -348077.218750 Penalty: 4159.880859
	Iteration 31Q: 3 clusters Score -348077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -348078.875000 Penalty: 4159.880859
	Iteration 32Q: 3 clusters Score -348078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -348080.562500 Penalty: 4159.880859
	Iteration 33Q: 3 clusters Score -348080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -348081.593750 Penalty: 4159.880859
	Iteration 34Q: 3 clusters Score -348081.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -348083.093750 Penalty: 4159.880859
	Iteration 35Q: 3 clusters Score -348083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -348085.406250 Penalty: 4159.880859
	Iteration 36Q: 3 clusters Score -348085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -348085.906250 Penalty: 4159.880859
	Iteration 37Q: 3 clusters Score -348085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -348086.718750 Penalty: 4159.880859
	Iteration 38Q: 3 clusters Score -348086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -348087.718750 Penalty: 4159.880859
	Iteration 39Q: 3 clusters Score -348087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -348087.843750 Penalty: 4159.880859
	Iteration 40F: 3 clusters Score -348087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -348088.187500 Penalty: 4159.880859
	Iteration 41Q: 3 clusters Score -348088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -348088.937500 Penalty: 4159.880859
	Iteration 42Q: 3 clusters Score -348088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -348089.031250 Penalty: 4159.880859
	Iteration 43Q: 3 clusters Score -348089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -348089.812500 Penalty: 4159.880859
	Iteration 44Q: 3 clusters Score -348089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -348089.812500 Penalty: 4159.880859
	Iteration 45F: 3 clusters Score -348089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Entering Unmasked Estep 
Score: -951564.875000 Penalty: 2308.296875
	Iteration 0F: 2 clusters Score -951564.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -943309.625000 Penalty: 4616.593750
	Iteration 0F: 3 clusters Score -943309.6 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -945821.437500 Penalty: 4616.593750
	Iteration 1F: 3 clusters Score -945821.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -946195.562500 Penalty: 4616.593750
	Iteration 2F: 3 clusters Score -946195.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -946519.500000 Penalty: 4616.593750
	Iteration 3F: 3 clusters Score -946519.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -946779.375000 Penalty: 4616.593750
	Iteration 4Q: 3 clusters Score -946779.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -947030.125000 Penalty: 4616.593750
	Iteration 5Q: 3 clusters Score -947030.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -947276.750000 Penalty: 4616.593750
	Iteration 6Q: 3 clusters Score -947276.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -947511.187500 Penalty: 4616.593750
	Iteration 7Q: 3 clusters Score -947511.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -947726.187500 Penalty: 4616.593750
	Iteration 8Q: 3 clusters Score -947726.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -947910.875000 Penalty: 4616.593750
	Iteration 9Q: 3 clusters Score -947910.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -948110.187500 Penalty: 4616.593750
	Iteration 10Q: 3 clusters Score -948110.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -948282.500000 Penalty: 4616.593750
	Iteration 11Q: 3 clusters Score -948282.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -948433.500000 Penalty: 4616.593750
	Iteration 12Q: 3 clusters Score -948433.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -948574.562500 Penalty: 4616.593750
	Iteration 13Q: 3 clusters Score -948574.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -948706.562500 Penalty: 4616.593750
	Iteration 14Q: 3 clusters Score -948706.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -948798.937500 Penalty: 4616.593750
	Iteration 15Q: 3 clusters Score -948798.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -948869.125000 Penalty: 4616.593750
	Iteration 16Q: 3 clusters Score -948869.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -948946.187500 Penalty: 4616.593750
	Iteration 17Q: 3 clusters Score -948946.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -948998.125000 Penalty: 4616.593750
	Iteration 18Q: 3 clusters Score -948998.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -949030.812500 Penalty: 4616.593750
	Iteration 19Q: 3 clusters Score -949030.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -949057.187500 Penalty: 4616.593750
	Iteration 20F: 3 clusters Score -949057.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -949080.250000 Penalty: 4616.593750
	Iteration 21Q: 3 clusters Score -949080.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -949105.062500 Penalty: 4616.593750
	Iteration 22Q: 3 clusters Score -949105.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -949128.625000 Penalty: 4616.593750
	Iteration 23Q: 3 clusters Score -949128.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -949154.937500 Penalty: 4616.593750
	Iteration 24Q: 3 clusters Score -949154.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -949168.625000 Penalty: 4616.593750
	Iteration 25Q: 3 clusters Score -949168.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -949185.062500 Penalty: 4616.593750
	Iteration 26Q: 3 clusters Score -949185.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -949195.500000 Penalty: 4616.593750
	Iteration 27Q: 3 clusters Score -949195.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -949208.625000 Penalty: 4616.593750
	Iteration 28Q: 3 clusters Score -949208.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -949222.000000 Penalty: 4616.593750
	Iteration 29Q: 3 clusters Score -949222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -949230.687500 Penalty: 4616.593750
	Iteration 30Q: 3 clusters Score -949230.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -949242.937500 Penalty: 4616.593750
	Iteration 31Q: 3 clusters Score -949242.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -949251.187500 Penalty: 4616.593750
	Iteration 32Q: 3 clusters Score -949251.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -949260.625000 Penalty: 4616.593750
	Iteration 33Q: 3 clusters Score -949260.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -949264.750000 Penalty: 4616.593750
	Iteration 34Q: 3 clusters Score -949264.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -949276.625000 Penalty: 4616.593750
	Iteration 35Q: 3 clusters Score -949276.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -949285.812500 Penalty: 4616.593750
	Iteration 36Q: 3 clusters Score -949285.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -949292.937500 Penalty: 4616.593750
	Iteration 37Q: 3 clusters Score -949292.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -949302.062500 Penalty: 4616.593750
	Iteration 38Q: 3 clusters Score -949302.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -949309.812500 Penalty: 4616.593750
	Iteration 39Q: 3 clusters Score -949309.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -949318.937500 Penalty: 4616.593750
	Iteration 40F: 3 clusters Score -949318.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -949326.312500 Penalty: 4616.593750
	Iteration 41Q: 3 clusters Score -949326.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -949334.375000 Penalty: 4616.593750
	Iteration 42Q: 3 clusters Score -949334.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -949341.750000 Penalty: 4616.593750
	Iteration 43Q: 3 clusters Score -949341.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -949348.062500 Penalty: 4616.593750
	Iteration 44Q: 3 clusters Score -949348.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -949358.250000 Penalty: 4616.593750
	Iteration 45Q: 3 clusters Score -949358.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -949366.562500 Penalty: 4616.593750
	Iteration 46Q: 3 clusters Score -949366.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -949375.562500 Penalty: 4616.593750
	Iteration 47Q: 3 clusters Score -949375.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -949387.500000 Penalty: 4616.593750
	Iteration 48Q: 3 clusters Score -949387.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -949396.937500 Penalty: 4616.593750
	Iteration 49Q: 3 clusters Score -949396.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -949408.437500 Penalty: 4616.593750
	Iteration 50Q: 3 clusters Score -949408.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -949414.187500 Penalty: 4616.593750
	Iteration 51Q: 3 clusters Score -949414.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -949423.437500 Penalty: 4616.593750
	Iteration 52Q: 3 clusters Score -949423.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -949430.812500 Penalty: 4616.593750
	Iteration 53Q: 3 clusters Score -949430.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -949435.875000 Penalty: 4616.593750
	Iteration 54Q: 3 clusters Score -949435.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -949440.312500 Penalty: 4616.593750
	Iteration 55Q: 3 clusters Score -949440.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -949448.187500 Penalty: 4616.593750
	Iteration 56Q: 3 clusters Score -949448.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -949459.500000 Penalty: 4616.593750
	Iteration 57Q: 3 clusters Score -949459.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -949467.937500 Penalty: 4616.593750
	Iteration 58Q: 3 clusters Score -949467.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -949474.375000 Penalty: 4616.593750
	Iteration 59Q: 3 clusters Score -949474.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -949482.250000 Penalty: 4616.593750
	Iteration 60F: 3 clusters Score -949482.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -949488.062500 Penalty: 4616.593750
	Iteration 61Q: 3 clusters Score -949488.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -949496.000000 Penalty: 4616.593750
	Iteration 62Q: 3 clusters Score -949496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -949496.062500 Penalty: 4616.593750
	Iteration 63Q: 3 clusters Score -949496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -949498.812500 Penalty: 4616.593750
	Iteration 64Q: 3 clusters Score -949498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -949499.375000 Penalty: 4616.593750
	Iteration 65Q: 3 clusters Score -949499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -949500.125000 Penalty: 4616.593750
	Iteration 66Q: 3 clusters Score -949500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -949500.250000 Penalty: 4616.593750
	Iteration 67Q: 3 clusters Score -949500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -949502.625000 Penalty: 4616.593750
	Iteration 68Q: 3 clusters Score -949502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -949503.375000 Penalty: 4616.593750
	Iteration 69Q: 3 clusters Score -949503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -949505.875000 Penalty: 4616.593750
	Iteration 70Q: 3 clusters Score -949505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -949506.500000 Penalty: 4616.593750
	Iteration 71Q: 3 clusters Score -949506.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -949510.812500 Penalty: 4616.593750
	Iteration 72Q: 3 clusters Score -949510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -949510.500000 Penalty: 4616.593750
	Iteration 73Q: 3 clusters Score -949510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -949513.500000 Penalty: 4616.593750
	Iteration 74Q: 3 clusters Score -949513.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -949517.375000 Penalty: 4616.593750
	Iteration 75Q: 3 clusters Score -949517.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -949520.625000 Penalty: 4616.593750
	Iteration 76Q: 3 clusters Score -949520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -949524.000000 Penalty: 4616.593750
	Iteration 77Q: 3 clusters Score -949524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -949522.750000 Penalty: 4616.593750
	Iteration 78Q: 3 clusters Score -949522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -949525.000000 Penalty: 4616.593750
	Iteration 79Q: 3 clusters Score -949525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -949529.500000 Penalty: 4616.593750
	Iteration 80F: 3 clusters Score -949529.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -949531.187500 Penalty: 4616.593750
	Iteration 81Q: 3 clusters Score -949531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -949535.937500 Penalty: 4616.593750
	Iteration 82Q: 3 clusters Score -949535.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -949540.187500 Penalty: 4616.593750
	Iteration 83Q: 3 clusters Score -949540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -949539.875000 Penalty: 4616.593750
	Iteration 84Q: 3 clusters Score -949539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -949540.625000 Penalty: 4616.593750
	Iteration 85Q: 3 clusters Score -949540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -949547.062500 Penalty: 4616.593750
	Iteration 86Q: 3 clusters Score -949547.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -949550.000000 Penalty: 4616.593750
	Iteration 87Q: 3 clusters Score -949550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -949553.250000 Penalty: 4616.593750
	Iteration 88Q: 3 clusters Score -949553.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -949559.437500 Penalty: 4616.593750
	Iteration 89Q: 3 clusters Score -949559.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -949565.187500 Penalty: 4616.593750
	Iteration 90Q: 3 clusters Score -949565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -949569.562500 Penalty: 4616.593750
	Iteration 91Q: 3 clusters Score -949569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -949571.875000 Penalty: 4616.593750
	Iteration 92Q: 3 clusters Score -949571.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -949573.937500 Penalty: 4616.593750
	Iteration 93Q: 3 clusters Score -949573.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -949576.687500 Penalty: 4616.593750
	Iteration 94Q: 3 clusters Score -949576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -949579.937500 Penalty: 4616.593750
	Iteration 95Q: 3 clusters Score -949579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -949580.875000 Penalty: 4616.593750
	Iteration 96Q: 3 clusters Score -949580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -949584.500000 Penalty: 4616.593750
	Iteration 97Q: 3 clusters Score -949584.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -949587.187500 Penalty: 4616.593750
	Iteration 98Q: 3 clusters Score -949587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -949588.750000 Penalty: 4616.593750
	Iteration 99Q: 3 clusters Score -949588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -949589.437500 Penalty: 4616.593750
	Iteration 100F: 3 clusters Score -949589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -949589.437500 Penalty: 4616.593750
	Iteration 101Q: 3 clusters Score -949589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -949590.687500 Penalty: 4616.593750
	Iteration 102Q: 3 clusters Score -949590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -949590.687500 Penalty: 4616.593750
	Iteration 103Q: 3 clusters Score -949590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -949590.125000 Penalty: 4616.593750
	Iteration 104Q: 3 clusters Score -949590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -949590.125000 Penalty: 4616.593750
	Iteration 105F: 3 clusters Score -949590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -471547.875000 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -471547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -466761.218750 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -466761.2 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -467998.406250 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -467998.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -468252.500000 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -468252.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -468410.906250 Penalty: 4259.382812
	Iteration 3F: 3 clusters Score -468410.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -468504.187500 Penalty: 4259.382812
	Iteration 4Q: 3 clusters Score -468504.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -468566.281250 Penalty: 4259.382812
	Iteration 5Q: 3 clusters Score -468566.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -468623.937500 Penalty: 4259.382812
	Iteration 6Q: 3 clusters Score -468623.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -468679.937500 Penalty: 4259.382812
	Iteration 7Q: 3 clusters Score -468679.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -468729.218750 Penalty: 4259.382812
	Iteration 8Q: 3 clusters Score -468729.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -468775.031250 Penalty: 4259.382812
	Iteration 9Q: 3 clusters Score -468775 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -468821.531250 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -468821.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -468859.125000 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -468859.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -468893.562500 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -468893.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -468932.312500 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -468932.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -468968.000000 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -468968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -468996.281250 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -468996.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -469025.625000 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -469025.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -469048.593750 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -469048.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -469069.750000 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -469069.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -469093.968750 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -469094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -469117.718750 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -469117.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -469130.718750 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -469130.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -469146.937500 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -469146.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -469165.968750 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -469166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -469189.437500 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -469189.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -469211.406250 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -469211.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -469234.406250 Penalty: 4259.382812
	Iteration 26Q: 3 clusters Score -469234.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -469257.531250 Penalty: 4259.382812
	Iteration 27Q: 3 clusters Score -469257.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -469279.250000 Penalty: 4259.382812
	Iteration 28Q: 3 clusters Score -469279.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -469304.531250 Penalty: 4259.382812
	Iteration 29Q: 3 clusters Score -469304.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -469327.156250 Penalty: 4259.382812
	Iteration 30Q: 3 clusters Score -469327.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -469356.062500 Penalty: 4259.382812
	Iteration 31Q: 3 clusters Score -469356.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -469385.406250 Penalty: 4259.382812
	Iteration 32Q: 3 clusters Score -469385.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -469416.500000 Penalty: 4259.382812
	Iteration 33Q: 3 clusters Score -469416.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -469445.500000 Penalty: 4259.382812
	Iteration 34Q: 3 clusters Score -469445.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -469472.250000 Penalty: 4259.382812
	Iteration 35Q: 3 clusters Score -469472.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -469488.656250 Penalty: 4259.382812
	Iteration 36Q: 3 clusters Score -469488.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -469504.906250 Penalty: 4259.382812
	Iteration 37Q: 3 clusters Score -469504.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -469521.375000 Penalty: 4259.382812
	Iteration 38Q: 3 clusters Score -469521.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -469539.375000 Penalty: 4259.382812
	Iteration 39Q: 3 clusters Score -469539.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -469554.718750 Penalty: 4259.382812
	Iteration 40F: 3 clusters Score -469554.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -469569.843750 Penalty: 4259.382812
	Iteration 41Q: 3 clusters Score -469569.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -469586.062500 Penalty: 4259.382812
	Iteration 42Q: 3 clusters Score -469586.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -469602.593750 Penalty: 4259.382812
	Iteration 43Q: 3 clusters Score -469602.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -469620.031250 Penalty: 4259.382812
	Iteration 44Q: 3 clusters Score -469620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -469637.718750 Penalty: 4259.382812
	Iteration 45Q: 3 clusters Score -469637.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -469649.437500 Penalty: 4259.382812
	Iteration 46Q: 3 clusters Score -469649.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -469658.593750 Penalty: 4259.382812
	Iteration 47Q: 3 clusters Score -469658.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -469669.156250 Penalty: 4259.382812
	Iteration 48Q: 3 clusters Score -469669.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -469675.656250 Penalty: 4259.382812
	Iteration 49Q: 3 clusters Score -469675.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -469679.843750 Penalty: 4259.382812
	Iteration 50Q: 3 clusters Score -469679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -469686.312500 Penalty: 4259.382812
	Iteration 51Q: 3 clusters Score -469686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -469692.937500 Penalty: 4259.382812
	Iteration 52Q: 3 clusters Score -469692.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -469697.718750 Penalty: 4259.382812
	Iteration 53Q: 3 clusters Score -469697.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -469703.093750 Penalty: 4259.382812
	Iteration 54Q: 3 clusters Score -469703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -469706.781250 Penalty: 4259.382812
	Iteration 55Q: 3 clusters Score -469706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -469707.187500 Penalty: 4259.382812
	Iteration 56Q: 3 clusters Score -469707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -469707.187500 Penalty: 4259.382812
	Iteration 57F: 3 clusters Score -469707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -421953.875000 Penalty: 2116.688232
	Iteration 0F: 2 clusters Score -421953.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -417373.218750 Penalty: 4233.376465
	Iteration 0F: 3 clusters Score -417373.2 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -418400.437500 Penalty: 4233.376465
	Iteration 1F: 3 clusters Score -418400.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -418600.062500 Penalty: 4233.376465
	Iteration 2F: 3 clusters Score -418600.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -418738.906250 Penalty: 4233.376465
	Iteration 3Q: 3 clusters Score -418738.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -418840.000000 Penalty: 4233.376465
	Iteration 4Q: 3 clusters Score -418840 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -418921.281250 Penalty: 4233.376465
	Iteration 5Q: 3 clusters Score -418921.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -418971.375000 Penalty: 4233.376465
	Iteration 6Q: 3 clusters Score -418971.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -419009.468750 Penalty: 4233.376465
	Iteration 7Q: 3 clusters Score -419009.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -419048.031250 Penalty: 4233.376465
	Iteration 8Q: 3 clusters Score -419048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -419083.031250 Penalty: 4233.376465
	Iteration 9Q: 3 clusters Score -419083 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -419124.437500 Penalty: 4233.376465
	Iteration 10Q: 3 clusters Score -419124.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -419166.281250 Penalty: 4233.376465
	Iteration 11Q: 3 clusters Score -419166.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -419201.750000 Penalty: 4233.376465
	Iteration 12Q: 3 clusters Score -419201.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -419229.562500 Penalty: 4233.376465
	Iteration 13Q: 3 clusters Score -419229.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -419254.500000 Penalty: 4233.376465
	Iteration 14Q: 3 clusters Score -419254.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -419282.937500 Penalty: 4233.376465
	Iteration 15Q: 3 clusters Score -419282.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -419309.625000 Penalty: 4233.376465
	Iteration 16Q: 3 clusters Score -419309.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -419335.468750 Penalty: 4233.376465
	Iteration 17Q: 3 clusters Score -419335.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -419368.906250 Penalty: 4233.376465
	Iteration 18Q: 3 clusters Score -419368.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -419406.406250 Penalty: 4233.376465
	Iteration 19Q: 3 clusters Score -419406.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -419440.187500 Penalty: 4233.376465
	Iteration 20F: 3 clusters Score -419440.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -419471.687500 Penalty: 4233.376465
	Iteration 21Q: 3 clusters Score -419471.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -419520.625000 Penalty: 4233.376465
	Iteration 22Q: 3 clusters Score -419520.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -419576.125000 Penalty: 4233.376465
	Iteration 23Q: 3 clusters Score -419576.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -419631.000000 Penalty: 4233.376465
	Iteration 24Q: 3 clusters Score -419631 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -419689.343750 Penalty: 4233.376465
	Iteration 25Q: 3 clusters Score -419689.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -419738.718750 Penalty: 4233.376465
	Iteration 26Q: 3 clusters Score -419738.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -419779.687500 Penalty: 4233.376465
	Iteration 27Q: 3 clusters Score -419779.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -419822.500000 Penalty: 4233.376465
	Iteration 28Q: 3 clusters Score -419822.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -419851.031250 Penalty: 4233.376465
	Iteration 29Q: 3 clusters Score -419851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -419881.312500 Penalty: 4233.376465
	Iteration 30Q: 3 clusters Score -419881.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -419911.937500 Penalty: 4233.376465
	Iteration 31Q: 3 clusters Score -419911.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -419946.937500 Penalty: 4233.376465
	Iteration 32Q: 3 clusters Score -419946.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -419974.187500 Penalty: 4233.376465
	Iteration 33Q: 3 clusters Score -419974.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -419997.562500 Penalty: 4233.376465
	Iteration 34Q: 3 clusters Score -419997.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -420020.656250 Penalty: 4233.376465
	Iteration 35Q: 3 clusters Score -420020.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -420045.593750 Penalty: 4233.376465
	Iteration 36Q: 3 clusters Score -420045.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -420072.781250 Penalty: 4233.376465
	Iteration 37Q: 3 clusters Score -420072.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -420103.906250 Penalty: 4233.376465
	Iteration 38Q: 3 clusters Score -420103.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -420128.656250 Penalty: 4233.376465
	Iteration 39Q: 3 clusters Score -420128.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -420150.875000 Penalty: 4233.376465
	Iteration 40F: 3 clusters Score -420150.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -420167.968750 Penalty: 4233.376465
	Iteration 41Q: 3 clusters Score -420168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -420185.312500 Penalty: 4233.376465
	Iteration 42Q: 3 clusters Score -420185.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -420200.812500 Penalty: 4233.376465
	Iteration 43Q: 3 clusters Score -420200.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -420212.750000 Penalty: 4233.376465
	Iteration 44Q: 3 clusters Score -420212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -420220.343750 Penalty: 4233.376465
	Iteration 45Q: 3 clusters Score -420220.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -420228.937500 Penalty: 4233.376465
	Iteration 46Q: 3 clusters Score -420228.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -420238.750000 Penalty: 4233.376465
	Iteration 47Q: 3 clusters Score -420238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -420244.812500 Penalty: 4233.376465
	Iteration 48Q: 3 clusters Score -420244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -420248.187500 Penalty: 4233.376465
	Iteration 49Q: 3 clusters Score -420248.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -420254.312500 Penalty: 4233.376465
	Iteration 50Q: 3 clusters Score -420254.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -420257.562500 Penalty: 4233.376465
	Iteration 51Q: 3 clusters Score -420257.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -420262.156250 Penalty: 4233.376465
	Iteration 52Q: 3 clusters Score -420262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -420262.156250 Penalty: 4233.376465
	Iteration 53F: 3 clusters Score -420262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Entering Unmasked Estep 
Score: -521060.343750 Penalty: 2155.654297
	Iteration 0F: 2 clusters Score -521060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -515928.000000 Penalty: 4311.308594
	Iteration 0F: 3 clusters Score -515928 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -517148.625000 Penalty: 4311.308594
	Iteration 1F: 3 clusters Score -517148.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -517358.593750 Penalty: 4311.308594
	Iteration 2F: 3 clusters Score -517358.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -517519.656250 Penalty: 4311.308594
	Iteration 3F: 3 clusters Score -517519.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -517627.437500 Penalty: 4311.308594
	Iteration 4Q: 3 clusters Score -517627.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -517720.531250 Penalty: 4311.308594
	Iteration 5Q: 3 clusters Score -517720.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -517806.468750 Penalty: 4311.308594
	Iteration 6Q: 3 clusters Score -517806.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -517886.218750 Penalty: 4311.308594
	Iteration 7Q: 3 clusters Score -517886.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -517956.687500 Penalty: 4311.308594
	Iteration 8Q: 3 clusters Score -517956.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -518025.125000 Penalty: 4311.308594
	Iteration 9Q: 3 clusters Score -518025.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -518086.031250 Penalty: 4311.308594
	Iteration 10Q: 3 clusters Score -518086 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -518149.593750 Penalty: 4311.308594
	Iteration 11Q: 3 clusters Score -518149.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -518200.625000 Penalty: 4311.308594
	Iteration 12Q: 3 clusters Score -518200.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -518262.687500 Penalty: 4311.308594
	Iteration 13Q: 3 clusters Score -518262.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -518333.031250 Penalty: 4311.308594
	Iteration 14Q: 3 clusters Score -518333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -518387.156250 Penalty: 4311.308594
	Iteration 15Q: 3 clusters Score -518387.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -518446.593750 Penalty: 4311.308594
	Iteration 16Q: 3 clusters Score -518446.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -518505.500000 Penalty: 4311.308594
	Iteration 17Q: 3 clusters Score -518505.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -518567.343750 Penalty: 4311.308594
	Iteration 18Q: 3 clusters Score -518567.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -518624.375000 Penalty: 4311.308594
	Iteration 19Q: 3 clusters Score -518624.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -518679.343750 Penalty: 4311.308594
	Iteration 20F: 3 clusters Score -518679.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -518735.500000 Penalty: 4311.308594
	Iteration 21Q: 3 clusters Score -518735.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -518778.562500 Penalty: 4311.308594
	Iteration 22Q: 3 clusters Score -518778.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -518818.406250 Penalty: 4311.308594
	Iteration 23Q: 3 clusters Score -518818.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -518857.218750 Penalty: 4311.308594
	Iteration 24Q: 3 clusters Score -518857.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -518892.375000 Penalty: 4311.308594
	Iteration 25Q: 3 clusters Score -518892.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -518920.218750 Penalty: 4311.308594
	Iteration 26Q: 3 clusters Score -518920.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -518954.531250 Penalty: 4311.308594
	Iteration 27Q: 3 clusters Score -518954.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -518977.562500 Penalty: 4311.308594
	Iteration 28Q: 3 clusters Score -518977.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -519001.625000 Penalty: 4311.308594
	Iteration 29Q: 3 clusters Score -519001.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -519017.468750 Penalty: 4311.308594
	Iteration 30Q: 3 clusters Score -519017.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -519027.000000 Penalty: 4311.308594
	Iteration 31Q: 3 clusters Score -519027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -519034.906250 Penalty: 4311.308594
	Iteration 32Q: 3 clusters Score -519034.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -519043.968750 Penalty: 4311.308594
	Iteration 33Q: 3 clusters Score -519044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -519051.812500 Penalty: 4311.308594
	Iteration 34Q: 3 clusters Score -519051.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -519062.187500 Penalty: 4311.308594
	Iteration 35Q: 3 clusters Score -519062.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -519069.000000 Penalty: 4311.308594
	Iteration 36Q: 3 clusters Score -519069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -519078.125000 Penalty: 4311.308594
	Iteration 37Q: 3 clusters Score -519078.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -519083.875000 Penalty: 4311.308594
	Iteration 38Q: 3 clusters Score -519083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -519091.375000 Penalty: 4311.308594
	Iteration 39Q: 3 clusters Score -519091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -519096.843750 Penalty: 4311.308594
	Iteration 40F: 3 clusters Score -519096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -519102.468750 Penalty: 4311.308594
	Iteration 41Q: 3 clusters Score -519102.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -519106.906250 Penalty: 4311.308594
	Iteration 42Q: 3 clusters Score -519106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -519108.906250 Penalty: 4311.308594
	Iteration 43Q: 3 clusters Score -519108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -519113.843750 Penalty: 4311.308594
	Iteration 44Q: 3 clusters Score -519113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -519118.718750 Penalty: 4311.308594
	Iteration 45Q: 3 clusters Score -519118.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -519122.250000 Penalty: 4311.308594
	Iteration 46Q: 3 clusters Score -519122.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -519126.562500 Penalty: 4311.308594
	Iteration 47Q: 3 clusters Score -519126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -519129.312500 Penalty: 4311.308594
	Iteration 48Q: 3 clusters Score -519129.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -519134.031250 Penalty: 4311.308594
	Iteration 49Q: 3 clusters Score -519134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -519136.718750 Penalty: 4311.308594
	Iteration 50Q: 3 clusters Score -519136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -519138.656250 Penalty: 4311.308594
	Iteration 51Q: 3 clusters Score -519138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -519140.906250 Penalty: 4311.308594
	Iteration 52Q: 3 clusters Score -519140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -519144.968750 Penalty: 4311.308594
	Iteration 53Q: 3 clusters Score -519145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -519148.343750 Penalty: 4311.308594
	Iteration 54Q: 3 clusters Score -519148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -519153.656250 Penalty: 4311.308594
	Iteration 55Q: 3 clusters Score -519153.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -519158.500000 Penalty: 4311.308594
	Iteration 56Q: 3 clusters Score -519158.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -519164.968750 Penalty: 4311.308594
	Iteration 57Q: 3 clusters Score -519165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -519170.812500 Penalty: 4311.308594
	Iteration 58Q: 3 clusters Score -519170.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -519176.281250 Penalty: 4311.308594
	Iteration 59Q: 3 clusters Score -519176.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -519181.343750 Penalty: 4311.308594
	Iteration 60F: 3 clusters Score -519181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -519184.750000 Penalty: 4311.308594
	Iteration 61Q: 3 clusters Score -519184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -519187.562500 Penalty: 4311.308594
	Iteration 62Q: 3 clusters Score -519187.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -519189.218750 Penalty: 4311.308594
	Iteration 63Q: 3 clusters Score -519189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -519192.437500 Penalty: 4311.308594
	Iteration 64Q: 3 clusters Score -519192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -519196.375000 Penalty: 4311.308594
	Iteration 65Q: 3 clusters Score -519196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -519196.812500 Penalty: 4311.308594
	Iteration 66Q: 3 clusters Score -519196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -519198.468750 Penalty: 4311.308594
	Iteration 67Q: 3 clusters Score -519198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -519201.781250 Penalty: 4311.308594
	Iteration 68Q: 3 clusters Score -519201.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -519205.625000 Penalty: 4311.308594
	Iteration 69Q: 3 clusters Score -519205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -519206.593750 Penalty: 4311.308594
	Iteration 70Q: 3 clusters Score -519206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -519206.562500 Penalty: 4311.308594
	Iteration 71Q: 3 clusters Score -519206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -519208.250000 Penalty: 4311.308594
	Iteration 72Q: 3 clusters Score -519208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -519210.375000 Penalty: 4311.308594
	Iteration 73Q: 3 clusters Score -519210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -519211.250000 Penalty: 4311.308594
	Iteration 74Q: 3 clusters Score -519211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -519212.875000 Penalty: 4311.308594
	Iteration 75Q: 3 clusters Score -519212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -519214.343750 Penalty: 4311.308594
	Iteration 76Q: 3 clusters Score -519214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -519215.968750 Penalty: 4311.308594
	Iteration 77Q: 3 clusters Score -519216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -519217.031250 Penalty: 4311.308594
	Iteration 78Q: 3 clusters Score -519217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -519218.218750 Penalty: 4311.308594
	Iteration 79Q: 3 clusters Score -519218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -519218.843750 Penalty: 4311.308594
	Iteration 80F: 3 clusters Score -519218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -519219.343750 Penalty: 4311.308594
	Iteration 81Q: 3 clusters Score -519219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -519219.968750 Penalty: 4311.308594
	Iteration 82Q: 3 clusters Score -519220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -519220.343750 Penalty: 4311.308594
	Iteration 83Q: 3 clusters Score -519220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -519221.156250 Penalty: 4311.308594
	Iteration 84Q: 3 clusters Score -519221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -519220.718750 Penalty: 4311.308594
	Iteration 85Q: 3 clusters Score -519220.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -519220.718750 Penalty: 4311.308594
	Iteration 86F: 3 clusters Score -519220.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Entering Unmasked Estep 
Score: -1842764.625000 Penalty: 2472.925537
	Iteration 0F: 2 clusters Score -1842765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1827745.750000 Penalty: 4945.851074
	Iteration 0F: 3 clusters Score -1827746 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1832963.375000 Penalty: 4945.851074
	Iteration 1F: 3 clusters Score -1832963 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1833419.750000 Penalty: 4945.851074
	Iteration 2F: 3 clusters Score -1833420 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1833894.750000 Penalty: 4945.851074
	Iteration 3F: 3 clusters Score -1833895 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1834348.500000 Penalty: 4945.851074
	Iteration 4Q: 3 clusters Score -1834348 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1834855.500000 Penalty: 4945.851074
	Iteration 5Q: 3 clusters Score -1834856 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1835384.875000 Penalty: 4945.851074
	Iteration 6Q: 3 clusters Score -1835385 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1836050.500000 Penalty: 4945.851074
	Iteration 7F: 3 clusters Score -1836050 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1836821.250000 Penalty: 4945.851074
	Iteration 8F: 3 clusters Score -1836821 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1837621.750000 Penalty: 4945.851074
	Iteration 9F: 3 clusters Score -1837622 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1838349.125000 Penalty: 4945.851074
	Iteration 10Q: 3 clusters Score -1838349 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1838941.250000 Penalty: 4945.851074
	Iteration 11Q: 3 clusters Score -1838941 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1839330.500000 Penalty: 4945.851074
	Iteration 12Q: 3 clusters Score -1839330 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1839596.375000 Penalty: 4945.851074
	Iteration 13Q: 3 clusters Score -1839596 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1839776.375000 Penalty: 4945.851074
	Iteration 14Q: 3 clusters Score -1839776 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1839924.375000 Penalty: 4945.851074
	Iteration 15Q: 3 clusters Score -1839924 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1840048.500000 Penalty: 4945.851074
	Iteration 16Q: 3 clusters Score -1840048 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1840164.000000 Penalty: 4945.851074
	Iteration 17Q: 3 clusters Score -1840164 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1840261.375000 Penalty: 4945.851074
	Iteration 18Q: 3 clusters Score -1840261 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1840332.375000 Penalty: 4945.851074
	Iteration 19Q: 3 clusters Score -1840332 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1840379.750000 Penalty: 4945.851074
	Iteration 20F: 3 clusters Score -1840380 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1840424.875000 Penalty: 4945.851074
	Iteration 21Q: 3 clusters Score -1840425 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1840471.375000 Penalty: 4945.851074
	Iteration 22Q: 3 clusters Score -1840471 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1840525.750000 Penalty: 4945.851074
	Iteration 23Q: 3 clusters Score -1840526 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1840569.375000 Penalty: 4945.851074
	Iteration 24Q: 3 clusters Score -1840569 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1840606.875000 Penalty: 4945.851074
	Iteration 25Q: 3 clusters Score -1840607 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1840649.125000 Penalty: 4945.851074
	Iteration 26Q: 3 clusters Score -1840649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1840668.750000 Penalty: 4945.851074
	Iteration 27Q: 3 clusters Score -1840669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1840688.625000 Penalty: 4945.851074
	Iteration 28Q: 3 clusters Score -1840689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1840699.750000 Penalty: 4945.851074
	Iteration 29Q: 3 clusters Score -1840700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1840716.250000 Penalty: 4945.851074
	Iteration 30Q: 3 clusters Score -1840716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1840722.125000 Penalty: 4945.851074
	Iteration 31Q: 3 clusters Score -1840722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1840728.750000 Penalty: 4945.851074
	Iteration 32Q: 3 clusters Score -1840729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1840737.875000 Penalty: 4945.851074
	Iteration 33Q: 3 clusters Score -1840738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1840737.625000 Penalty: 4945.851074
	Iteration 34Q: 3 clusters Score -1840738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1840745.250000 Penalty: 4945.851074
	Iteration 35Q: 3 clusters Score -1840745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1840750.250000 Penalty: 4945.851074
	Iteration 36Q: 3 clusters Score -1840750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1840751.750000 Penalty: 4945.851074
	Iteration 37Q: 3 clusters Score -1840752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1840757.125000 Penalty: 4945.851074
	Iteration 38Q: 3 clusters Score -1840757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1840767.875000 Penalty: 4945.851074
	Iteration 39Q: 3 clusters Score -1840768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1840772.000000 Penalty: 4945.851074
	Iteration 40F: 3 clusters Score -1840772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1840771.875000 Penalty: 4945.851074
	Iteration 41Q: 3 clusters Score -1840772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1840771.625000 Penalty: 4945.851074
	Iteration 42Q: 3 clusters Score -1840772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1840777.875000 Penalty: 4945.851074
	Iteration 43Q: 3 clusters Score -1840778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1840779.625000 Penalty: 4945.851074
	Iteration 44Q: 3 clusters Score -1840780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1840782.875000 Penalty: 4945.851074
	Iteration 45Q: 3 clusters Score -1840783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1840786.000000 Penalty: 4945.851074
	Iteration 46Q: 3 clusters Score -1840786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1840793.500000 Penalty: 4945.851074
	Iteration 47Q: 3 clusters Score -1840794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1840792.375000 Penalty: 4945.851074
	Iteration 48Q: 3 clusters Score -1840792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1840796.250000 Penalty: 4945.851074
	Iteration 49Q: 3 clusters Score -1840796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1840794.750000 Penalty: 4945.851074
	Iteration 50Q: 3 clusters Score -1840795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1840795.750000 Penalty: 4945.851074
	Iteration 51Q: 3 clusters Score -1840796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1840802.375000 Penalty: 4945.851074
	Iteration 52Q: 3 clusters Score -1840802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1840809.375000 Penalty: 4945.851074
	Iteration 53Q: 3 clusters Score -1840809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1840811.625000 Penalty: 4945.851074
	Iteration 54Q: 3 clusters Score -1840812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1840811.375000 Penalty: 4945.851074
	Iteration 55Q: 3 clusters Score -1840811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1840812.250000 Penalty: 4945.851074
	Iteration 56Q: 3 clusters Score -1840812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1840811.125000 Penalty: 4945.851074
	Iteration 57Q: 3 clusters Score -1840811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1840811.375000 Penalty: 4945.851074
	Iteration 58Q: 3 clusters Score -1840811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1840813.000000 Penalty: 4945.851074
	Iteration 59Q: 3 clusters Score -1840813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1840816.125000 Penalty: 4945.851074
	Iteration 60F: 3 clusters Score -1840816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1840815.625000 Penalty: 4945.851074
	Iteration 61Q: 3 clusters Score -1840816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1840821.125000 Penalty: 4945.851074
	Iteration 62Q: 3 clusters Score -1840821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1840818.250000 Penalty: 4945.851074
	Iteration 63Q: 3 clusters Score -1840818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1840820.625000 Penalty: 4945.851074
	Iteration 64Q: 3 clusters Score -1840821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1840823.375000 Penalty: 4945.851074
	Iteration 65Q: 3 clusters Score -1840823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1840825.875000 Penalty: 4945.851074
	Iteration 66Q: 3 clusters Score -1840826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1840825.875000 Penalty: 4945.851074
	Iteration 67F: 3 clusters Score -1840826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -427509.125000 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -427509.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -423068.406250 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -423068.4 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -424117.843750 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -424117.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -424305.437500 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -424305.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -424405.218750 Penalty: 4211.562988
	Iteration 3Q: 3 clusters Score -424405.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -424476.500000 Penalty: 4211.562988
	Iteration 4Q: 3 clusters Score -424476.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -424538.750000 Penalty: 4211.562988
	Iteration 5Q: 3 clusters Score -424538.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -424612.343750 Penalty: 4211.562988
	Iteration 6Q: 3 clusters Score -424612.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -424684.937500 Penalty: 4211.562988
	Iteration 7Q: 3 clusters Score -424684.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -424751.062500 Penalty: 4211.562988
	Iteration 8Q: 3 clusters Score -424751.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -424833.406250 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -424833.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -424906.750000 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -424906.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -424980.250000 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -424980.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -425071.187500 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -425071.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -425170.187500 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -425170.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -425263.812500 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -425263.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -425344.031250 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -425344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -425399.156250 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -425399.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -425450.218750 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -425450.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -425489.031250 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -425489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -425514.500000 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -425514.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -425535.718750 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -425535.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -425550.906250 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -425550.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -425563.406250 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -425563.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -425573.750000 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -425573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -425582.312500 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -425582.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -425591.062500 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -425591.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -425609.593750 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -425609.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -425623.843750 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -425623.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -425637.750000 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -425637.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -425645.687500 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -425645.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -425656.000000 Penalty: 4211.562988
	Iteration 30Q: 3 clusters Score -425656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -425665.093750 Penalty: 4211.562988
	Iteration 31Q: 3 clusters Score -425665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -425671.468750 Penalty: 4211.562988
	Iteration 32Q: 3 clusters Score -425671.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -425677.093750 Penalty: 4211.562988
	Iteration 33Q: 3 clusters Score -425677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -425681.843750 Penalty: 4211.562988
	Iteration 34Q: 3 clusters Score -425681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -425688.406250 Penalty: 4211.562988
	Iteration 35Q: 3 clusters Score -425688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -425689.343750 Penalty: 4211.562988
	Iteration 36Q: 3 clusters Score -425689.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -425689.343750 Penalty: 4211.562988
	Iteration 37F: 3 clusters Score -425689.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Entering Unmasked Estep 
Score: -2026006.000000 Penalty: 2495.467773
	Iteration 0F: 2 clusters Score -2026006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2009696.000000 Penalty: 4990.935547
	Iteration 0F: 3 clusters Score -2009696 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2015388.875000 Penalty: 4990.935547
	Iteration 1F: 3 clusters Score -2015389 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2015918.625000 Penalty: 4990.935547
	Iteration 2F: 3 clusters Score -2015919 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2016476.750000 Penalty: 4990.935547
	Iteration 3F: 3 clusters Score -2016477 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2017100.375000 Penalty: 4990.935547
	Iteration 4F: 3 clusters Score -2017100 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2017875.250000 Penalty: 4990.935547
	Iteration 5F: 3 clusters Score -2017875 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2018761.125000 Penalty: 4990.935547
	Iteration 6F: 3 clusters Score -2018761 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2019689.000000 Penalty: 4990.935547
	Iteration 7F: 3 clusters Score -2019689 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2020576.500000 Penalty: 4990.935547
	Iteration 8F: 3 clusters Score -2020576 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2021351.500000 Penalty: 4990.935547
	Iteration 9Q: 3 clusters Score -2021352 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2021970.375000 Penalty: 4990.935547
	Iteration 10Q: 3 clusters Score -2021970 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2022468.625000 Penalty: 4990.935547
	Iteration 11Q: 3 clusters Score -2022469 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2022854.875000 Penalty: 4990.935547
	Iteration 12Q: 3 clusters Score -2022855 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2023144.500000 Penalty: 4990.935547
	Iteration 13Q: 3 clusters Score -2023144 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2023354.500000 Penalty: 4990.935547
	Iteration 14Q: 3 clusters Score -2023354 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2023523.125000 Penalty: 4990.935547
	Iteration 15Q: 3 clusters Score -2023523 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2023660.125000 Penalty: 4990.935547
	Iteration 16Q: 3 clusters Score -2023660 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2023757.375000 Penalty: 4990.935547
	Iteration 17Q: 3 clusters Score -2023757 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2023836.125000 Penalty: 4990.935547
	Iteration 18Q: 3 clusters Score -2023836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2023893.250000 Penalty: 4990.935547
	Iteration 19Q: 3 clusters Score -2023893 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2023942.500000 Penalty: 4990.935547
	Iteration 20F: 3 clusters Score -2023942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2023970.000000 Penalty: 4990.935547
	Iteration 21Q: 3 clusters Score -2023970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2023987.125000 Penalty: 4990.935547
	Iteration 22Q: 3 clusters Score -2023987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2023998.625000 Penalty: 4990.935547
	Iteration 23Q: 3 clusters Score -2023999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2024011.125000 Penalty: 4990.935547
	Iteration 24Q: 3 clusters Score -2024011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2024020.875000 Penalty: 4990.935547
	Iteration 25Q: 3 clusters Score -2024021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2024036.625000 Penalty: 4990.935547
	Iteration 26Q: 3 clusters Score -2024037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2024043.250000 Penalty: 4990.935547
	Iteration 27Q: 3 clusters Score -2024043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2024050.875000 Penalty: 4990.935547
	Iteration 28Q: 3 clusters Score -2024051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2024050.250000 Penalty: 4990.935547
	Iteration 29Q: 3 clusters Score -2024050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2024052.375000 Penalty: 4990.935547
	Iteration 30Q: 3 clusters Score -2024052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2024056.125000 Penalty: 4990.935547
	Iteration 31Q: 3 clusters Score -2024056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2024059.500000 Penalty: 4990.935547
	Iteration 32Q: 3 clusters Score -2024060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2024064.500000 Penalty: 4990.935547
	Iteration 33Q: 3 clusters Score -2024064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2024066.750000 Penalty: 4990.935547
	Iteration 34Q: 3 clusters Score -2024067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2024066.750000 Penalty: 4990.935547
	Iteration 35F: 3 clusters Score -2024067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Entering Unmasked Estep 
Score: -673513.875000 Penalty: 2197.051758
	Iteration 0F: 2 clusters Score -673513.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -667723.187500 Penalty: 4394.103516
	Iteration 0F: 3 clusters Score -667723.2 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -669293.187500 Penalty: 4394.103516
	Iteration 1F: 3 clusters Score -669293.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -669594.125000 Penalty: 4394.103516
	Iteration 2F: 3 clusters Score -669594.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -669801.500000 Penalty: 4394.103516
	Iteration 3F: 3 clusters Score -669801.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -669943.375000 Penalty: 4394.103516
	Iteration 4Q: 3 clusters Score -669943.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -670051.125000 Penalty: 4394.103516
	Iteration 5Q: 3 clusters Score -670051.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -670186.062500 Penalty: 4394.103516
	Iteration 6Q: 3 clusters Score -670186.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -670330.687500 Penalty: 4394.103516
	Iteration 7Q: 3 clusters Score -670330.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -670477.000000 Penalty: 4394.103516
	Iteration 8Q: 3 clusters Score -670477 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -670649.375000 Penalty: 4394.103516
	Iteration 9Q: 3 clusters Score -670649.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -670836.562500 Penalty: 4394.103516
	Iteration 10Q: 3 clusters Score -670836.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -670997.187500 Penalty: 4394.103516
	Iteration 11Q: 3 clusters Score -670997.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -671116.500000 Penalty: 4394.103516
	Iteration 12Q: 3 clusters Score -671116.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -671230.000000 Penalty: 4394.103516
	Iteration 13Q: 3 clusters Score -671230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -671316.625000 Penalty: 4394.103516
	Iteration 14Q: 3 clusters Score -671316.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -671385.437500 Penalty: 4394.103516
	Iteration 15Q: 3 clusters Score -671385.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -671448.562500 Penalty: 4394.103516
	Iteration 16Q: 3 clusters Score -671448.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -671490.750000 Penalty: 4394.103516
	Iteration 17Q: 3 clusters Score -671490.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -671525.500000 Penalty: 4394.103516
	Iteration 18Q: 3 clusters Score -671525.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -671546.187500 Penalty: 4394.103516
	Iteration 19Q: 3 clusters Score -671546.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -671567.000000 Penalty: 4394.103516
	Iteration 20F: 3 clusters Score -671567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -671584.625000 Penalty: 4394.103516
	Iteration 21Q: 3 clusters Score -671584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -671595.312500 Penalty: 4394.103516
	Iteration 22Q: 3 clusters Score -671595.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -671605.187500 Penalty: 4394.103516
	Iteration 23Q: 3 clusters Score -671605.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -671614.812500 Penalty: 4394.103516
	Iteration 24Q: 3 clusters Score -671614.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -671623.687500 Penalty: 4394.103516
	Iteration 25Q: 3 clusters Score -671623.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -671636.125000 Penalty: 4394.103516
	Iteration 26Q: 3 clusters Score -671636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -671643.312500 Penalty: 4394.103516
	Iteration 27Q: 3 clusters Score -671643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -671648.562500 Penalty: 4394.103516
	Iteration 28Q: 3 clusters Score -671648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -671647.937500 Penalty: 4394.103516
	Iteration 29Q: 3 clusters Score -671647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -671648.687500 Penalty: 4394.103516
	Iteration 30Q: 3 clusters Score -671648.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -671648.687500 Penalty: 4394.103516
	Iteration 31F: 3 clusters Score -671648.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -348330.093750 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -348330.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -344363.437500 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -344363.4 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -345335.718750 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -345335.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -345560.343750 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -345560.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -345679.218750 Penalty: 4127.425293
	Iteration 3F: 3 clusters Score -345679.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -345755.781250 Penalty: 4127.425293
	Iteration 4Q: 3 clusters Score -345755.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -345829.375000 Penalty: 4127.425293
	Iteration 5Q: 3 clusters Score -345829.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -345893.093750 Penalty: 4127.425293
	Iteration 6Q: 3 clusters Score -345893.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -345949.250000 Penalty: 4127.425293
	Iteration 7Q: 3 clusters Score -345949.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -345988.625000 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -345988.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -346023.687500 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -346023.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -346053.718750 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -346053.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -346074.781250 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -346074.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -346092.562500 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -346092.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -346106.812500 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -346106.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -346121.781250 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -346121.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -346137.625000 Penalty: 4127.425293
	Iteration 15Q: 3 clusters Score -346137.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -346155.375000 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -346155.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -346174.375000 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -346174.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -346188.500000 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -346188.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -346202.843750 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -346202.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -346215.031250 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -346215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -346226.312500 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -346226.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -346241.187500 Penalty: 4127.425293
	Iteration 22Q: 3 clusters Score -346241.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -346257.218750 Penalty: 4127.425293
	Iteration 23Q: 3 clusters Score -346257.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -346271.375000 Penalty: 4127.425293
	Iteration 24Q: 3 clusters Score -346271.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -346281.750000 Penalty: 4127.425293
	Iteration 25Q: 3 clusters Score -346281.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -346288.406250 Penalty: 4127.425293
	Iteration 26Q: 3 clusters Score -346288.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -346295.875000 Penalty: 4127.425293
	Iteration 27Q: 3 clusters Score -346295.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -346301.062500 Penalty: 4127.425293
	Iteration 28Q: 3 clusters Score -346301.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -346308.218750 Penalty: 4127.425293
	Iteration 29Q: 3 clusters Score -346308.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -346316.187500 Penalty: 4127.425293
	Iteration 30Q: 3 clusters Score -346316.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -346324.937500 Penalty: 4127.425293
	Iteration 31Q: 3 clusters Score -346324.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -346336.031250 Penalty: 4127.425293
	Iteration 32Q: 3 clusters Score -346336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -346346.718750 Penalty: 4127.425293
	Iteration 33Q: 3 clusters Score -346346.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -346351.937500 Penalty: 4127.425293
	Iteration 34Q: 3 clusters Score -346351.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -346354.312500 Penalty: 4127.425293
	Iteration 35Q: 3 clusters Score -346354.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -346362.218750 Penalty: 4127.425293
	Iteration 36Q: 3 clusters Score -346362.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -346370.906250 Penalty: 4127.425293
	Iteration 37Q: 3 clusters Score -346370.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -346379.000000 Penalty: 4127.425293
	Iteration 38Q: 3 clusters Score -346379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -346389.031250 Penalty: 4127.425293
	Iteration 39Q: 3 clusters Score -346389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -346401.218750 Penalty: 4127.425293
	Iteration 40F: 3 clusters Score -346401.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -346411.156250 Penalty: 4127.425293
	Iteration 41Q: 3 clusters Score -346411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -346417.937500 Penalty: 4127.425293
	Iteration 42Q: 3 clusters Score -346417.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -346426.062500 Penalty: 4127.425293
	Iteration 43Q: 3 clusters Score -346426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -346433.375000 Penalty: 4127.425293
	Iteration 44Q: 3 clusters Score -346433.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -346440.375000 Penalty: 4127.425293
	Iteration 45Q: 3 clusters Score -346440.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -346450.343750 Penalty: 4127.425293
	Iteration 46Q: 3 clusters Score -346450.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -346463.750000 Penalty: 4127.425293
	Iteration 47Q: 3 clusters Score -346463.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -346479.250000 Penalty: 4127.425293
	Iteration 48Q: 3 clusters Score -346479.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -346490.562500 Penalty: 4127.425293
	Iteration 49Q: 3 clusters Score -346490.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -346501.593750 Penalty: 4127.425293
	Iteration 50Q: 3 clusters Score -346501.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -346506.375000 Penalty: 4127.425293
	Iteration 51Q: 3 clusters Score -346506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -346513.375000 Penalty: 4127.425293
	Iteration 52Q: 3 clusters Score -346513.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -346517.187500 Penalty: 4127.425293
	Iteration 53Q: 3 clusters Score -346517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -346523.062500 Penalty: 4127.425293
	Iteration 54Q: 3 clusters Score -346523.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -346531.406250 Penalty: 4127.425293
	Iteration 55Q: 3 clusters Score -346531.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -346536.843750 Penalty: 4127.425293
	Iteration 56Q: 3 clusters Score -346536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -346539.593750 Penalty: 4127.425293
	Iteration 57Q: 3 clusters Score -346539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -346541.281250 Penalty: 4127.425293
	Iteration 58Q: 3 clusters Score -346541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -346544.125000 Penalty: 4127.425293
	Iteration 59Q: 3 clusters Score -346544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -346545.125000 Penalty: 4127.425293
	Iteration 60F: 3 clusters Score -346545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -346547.312500 Penalty: 4127.425293
	Iteration 61Q: 3 clusters Score -346547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -346549.656250 Penalty: 4127.425293
	Iteration 62Q: 3 clusters Score -346549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -346551.125000 Penalty: 4127.425293
	Iteration 63Q: 3 clusters Score -346551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -346552.687500 Penalty: 4127.425293
	Iteration 64Q: 3 clusters Score -346552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -346552.687500 Penalty: 4127.425293
	Iteration 65F: 3 clusters Score -346552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Entering Unmasked Estep 
Score: -899656.437500 Penalty: 2290.191406
	Iteration 0F: 2 clusters Score -899656.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -891872.062500 Penalty: 4580.382812
	Iteration 0F: 3 clusters Score -891872.1 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -894067.750000 Penalty: 4580.382812
	Iteration 1F: 3 clusters Score -894067.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -894369.125000 Penalty: 4580.382812
	Iteration 2F: 3 clusters Score -894369.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -894588.250000 Penalty: 4580.382812
	Iteration 3F: 3 clusters Score -894588.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -894761.562500 Penalty: 4580.382812
	Iteration 4Q: 3 clusters Score -894761.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -894918.250000 Penalty: 4580.382812
	Iteration 5Q: 3 clusters Score -894918.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -895103.750000 Penalty: 4580.382812
	Iteration 6Q: 3 clusters Score -895103.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -895346.000000 Penalty: 4580.382812
	Iteration 7Q: 3 clusters Score -895346 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -895654.437500 Penalty: 4580.382812
	Iteration 8Q: 3 clusters Score -895654.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -895984.937500 Penalty: 4580.382812
	Iteration 9Q: 3 clusters Score -895984.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -896323.250000 Penalty: 4580.382812
	Iteration 10Q: 3 clusters Score -896323.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -896646.187500 Penalty: 4580.382812
	Iteration 11Q: 3 clusters Score -896646.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -896907.000000 Penalty: 4580.382812
	Iteration 12Q: 3 clusters Score -896907 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -897130.250000 Penalty: 4580.382812
	Iteration 13Q: 3 clusters Score -897130.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -897317.625000 Penalty: 4580.382812
	Iteration 14Q: 3 clusters Score -897317.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -897454.000000 Penalty: 4580.382812
	Iteration 15Q: 3 clusters Score -897454 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -897544.750000 Penalty: 4580.382812
	Iteration 16Q: 3 clusters Score -897544.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -897607.437500 Penalty: 4580.382812
	Iteration 17Q: 3 clusters Score -897607.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -897648.687500 Penalty: 4580.382812
	Iteration 18Q: 3 clusters Score -897648.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -897683.500000 Penalty: 4580.382812
	Iteration 19Q: 3 clusters Score -897683.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -897705.750000 Penalty: 4580.382812
	Iteration 20F: 3 clusters Score -897705.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -897727.375000 Penalty: 4580.382812
	Iteration 21Q: 3 clusters Score -897727.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -897749.125000 Penalty: 4580.382812
	Iteration 22Q: 3 clusters Score -897749.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -897762.687500 Penalty: 4580.382812
	Iteration 23Q: 3 clusters Score -897762.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -897778.375000 Penalty: 4580.382812
	Iteration 24Q: 3 clusters Score -897778.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -897789.750000 Penalty: 4580.382812
	Iteration 25Q: 3 clusters Score -897789.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -897798.125000 Penalty: 4580.382812
	Iteration 26Q: 3 clusters Score -897798.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -897806.437500 Penalty: 4580.382812
	Iteration 27Q: 3 clusters Score -897806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -897811.312500 Penalty: 4580.382812
	Iteration 28Q: 3 clusters Score -897811.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -897818.062500 Penalty: 4580.382812
	Iteration 29Q: 3 clusters Score -897818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -897821.375000 Penalty: 4580.382812
	Iteration 30Q: 3 clusters Score -897821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -897824.625000 Penalty: 4580.382812
	Iteration 31Q: 3 clusters Score -897824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -897827.062500 Penalty: 4580.382812
	Iteration 32Q: 3 clusters Score -897827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -897828.875000 Penalty: 4580.382812
	Iteration 33Q: 3 clusters Score -897828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -897830.875000 Penalty: 4580.382812
	Iteration 34Q: 3 clusters Score -897830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -897831.250000 Penalty: 4580.382812
	Iteration 35Q: 3 clusters Score -897831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -897833.750000 Penalty: 4580.382812
	Iteration 36Q: 3 clusters Score -897833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -897833.750000 Penalty: 4580.382812
	Iteration 37F: 3 clusters Score -897833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Entering Unmasked Estep 
Score: -772797.125000 Penalty: 2253.474365
	Iteration 0F: 2 clusters Score -772797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -765782.937500 Penalty: 4506.948730
	Iteration 0F: 3 clusters Score -765782.9 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -767685.687500 Penalty: 4506.948730
	Iteration 1F: 3 clusters Score -767685.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -767987.062500 Penalty: 4506.948730
	Iteration 2F: 3 clusters Score -767987.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -768211.312500 Penalty: 4506.948730
	Iteration 3F: 3 clusters Score -768211.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -768403.062500 Penalty: 4506.948730
	Iteration 4Q: 3 clusters Score -768403.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -768567.250000 Penalty: 4506.948730
	Iteration 5Q: 3 clusters Score -768567.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -768742.312500 Penalty: 4506.948730
	Iteration 6Q: 3 clusters Score -768742.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -768928.250000 Penalty: 4506.948730
	Iteration 7Q: 3 clusters Score -768928.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -769131.937500 Penalty: 4506.948730
	Iteration 8Q: 3 clusters Score -769131.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -769397.250000 Penalty: 4506.948730
	Iteration 9Q: 3 clusters Score -769397.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -769719.250000 Penalty: 4506.948730
	Iteration 10Q: 3 clusters Score -769719.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -770058.812500 Penalty: 4506.948730
	Iteration 11Q: 3 clusters Score -770058.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -770357.875000 Penalty: 4506.948730
	Iteration 12Q: 3 clusters Score -770357.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -770583.000000 Penalty: 4506.948730
	Iteration 13Q: 3 clusters Score -770583 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -770744.062500 Penalty: 4506.948730
	Iteration 14Q: 3 clusters Score -770744.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -770850.062500 Penalty: 4506.948730
	Iteration 15Q: 3 clusters Score -770850.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -770917.562500 Penalty: 4506.948730
	Iteration 16Q: 3 clusters Score -770917.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -770963.625000 Penalty: 4506.948730
	Iteration 17Q: 3 clusters Score -770963.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -770981.187500 Penalty: 4506.948730
	Iteration 18Q: 3 clusters Score -770981.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -770991.250000 Penalty: 4506.948730
	Iteration 19Q: 3 clusters Score -770991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -771002.437500 Penalty: 4506.948730
	Iteration 20F: 3 clusters Score -771002.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -771017.000000 Penalty: 4506.948730
	Iteration 21Q: 3 clusters Score -771017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -771026.812500 Penalty: 4506.948730
	Iteration 22Q: 3 clusters Score -771026.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -771034.000000 Penalty: 4506.948730
	Iteration 23Q: 3 clusters Score -771034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -771038.187500 Penalty: 4506.948730
	Iteration 24Q: 3 clusters Score -771038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -771041.812500 Penalty: 4506.948730
	Iteration 25Q: 3 clusters Score -771041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -771044.625000 Penalty: 4506.948730
	Iteration 26Q: 3 clusters Score -771044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -771044.437500 Penalty: 4506.948730
	Iteration 27Q: 3 clusters Score -771044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -771047.312500 Penalty: 4506.948730
	Iteration 28Q: 3 clusters Score -771047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -771047.875000 Penalty: 4506.948730
	Iteration 29Q: 3 clusters Score -771047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -771050.687500 Penalty: 4506.948730
	Iteration 30Q: 3 clusters Score -771050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -771052.187500 Penalty: 4506.948730
	Iteration 31Q: 3 clusters Score -771052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -771054.562500 Penalty: 4506.948730
	Iteration 32Q: 3 clusters Score -771054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -771054.562500 Penalty: 4506.948730
	Iteration 33F: 3 clusters Score -771054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -593013.562500 Penalty: 2186.506104
	Iteration 0F: 2 clusters Score -593013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -587417.250000 Penalty: 4373.012207
	Iteration 0F: 3 clusters Score -587417.2 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -588845.250000 Penalty: 4373.012207
	Iteration 1F: 3 clusters Score -588845.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -589121.875000 Penalty: 4373.012207
	Iteration 2F: 3 clusters Score -589121.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -589351.437500 Penalty: 4373.012207
	Iteration 3F: 3 clusters Score -589351.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -589541.000000 Penalty: 4373.012207
	Iteration 4Q: 3 clusters Score -589541 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -589749.250000 Penalty: 4373.012207
	Iteration 5Q: 3 clusters Score -589749.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -589964.687500 Penalty: 4373.012207
	Iteration 6Q: 3 clusters Score -589964.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -590203.187500 Penalty: 4373.012207
	Iteration 7Q: 3 clusters Score -590203.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -590426.437500 Penalty: 4373.012207
	Iteration 8Q: 3 clusters Score -590426.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -590603.687500 Penalty: 4373.012207
	Iteration 9Q: 3 clusters Score -590603.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -590733.250000 Penalty: 4373.012207
	Iteration 10Q: 3 clusters Score -590733.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -590842.437500 Penalty: 4373.012207
	Iteration 11Q: 3 clusters Score -590842.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -590911.750000 Penalty: 4373.012207
	Iteration 12Q: 3 clusters Score -590911.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -590969.500000 Penalty: 4373.012207
	Iteration 13Q: 3 clusters Score -590969.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -591000.500000 Penalty: 4373.012207
	Iteration 14Q: 3 clusters Score -591000.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -591019.937500 Penalty: 4373.012207
	Iteration 15Q: 3 clusters Score -591019.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -591030.750000 Penalty: 4373.012207
	Iteration 16Q: 3 clusters Score -591030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -591043.000000 Penalty: 4373.012207
	Iteration 17Q: 3 clusters Score -591043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -591050.250000 Penalty: 4373.012207
	Iteration 18Q: 3 clusters Score -591050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -591055.875000 Penalty: 4373.012207
	Iteration 19Q: 3 clusters Score -591055.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -591061.875000 Penalty: 4373.012207
	Iteration 20F: 3 clusters Score -591061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -591073.875000 Penalty: 4373.012207
	Iteration 21Q: 3 clusters Score -591073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -591075.562500 Penalty: 4373.012207
	Iteration 22Q: 3 clusters Score -591075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -591076.812500 Penalty: 4373.012207
	Iteration 23Q: 3 clusters Score -591076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -591077.875000 Penalty: 4373.012207
	Iteration 24Q: 3 clusters Score -591077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -591081.187500 Penalty: 4373.012207
	Iteration 25Q: 3 clusters Score -591081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -591082.875000 Penalty: 4373.012207
	Iteration 26Q: 3 clusters Score -591082.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -591090.187500 Penalty: 4373.012207
	Iteration 27Q: 3 clusters Score -591090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -591098.062500 Penalty: 4373.012207
	Iteration 28Q: 3 clusters Score -591098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -591104.250000 Penalty: 4373.012207
	Iteration 29Q: 3 clusters Score -591104.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -591111.125000 Penalty: 4373.012207
	Iteration 30Q: 3 clusters Score -591111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -591111.250000 Penalty: 4373.012207
	Iteration 31Q: 3 clusters Score -591111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -591113.250000 Penalty: 4373.012207
	Iteration 32Q: 3 clusters Score -591113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -591113.250000 Penalty: 4373.012207
	Iteration 33F: 3 clusters Score -591113.2 nChanged 0
--- Evaluating fit on full set of 1395505 points ---
Entering Unmasked Estep 
Score: -114598840.000000 Penalty: 122811.296875
22->36 Clusters: Score -114598840.000000, best is -114775392.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 465168 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21314 members 
Mstep: Class 3 contains 21171 members 
Mstep: Class 4 contains 21071 members 
Mstep: Class 5 contains 21084 members 
Mstep: Class 6 contains 21018 members 
Mstep: Class 7 contains 20816 members 
Mstep: Class 8 contains 20855 members 
Mstep: Class 9 contains 21163 members 
Mstep: Class 10 contains 21071 members 
Mstep: Class 11 contains 21397 members 
Mstep: Class 12 contains 21157 members 
Mstep: Class 13 contains 21240 members 
Mstep: Class 14 contains 21180 members 
Mstep: Class 15 contains 21039 members 
Mstep: Class 16 contains 21199 members 
Mstep: Class 17 contains 21359 members 
Mstep: Class 18 contains 21256 members 
Mstep: Class 19 contains 21250 members 
Mstep: Class 20 contains 21185 members 
Mstep: Class 21 contains 21074 members 
Mstep: Class 22 contains 21060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 760.422607 but Gain 3236.437500
Score: -35621876.000000 Penalty: 67965.203125
Iteration 0F: 22 clusters Score -3.562188e+07 nChanged 440165
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 23821 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 40205 members 
Mstep: Class 5 contains 15001 members 
Mstep: Class 7 contains 52348 members 
Mstep: Class 8 contains 19305 members 
Mstep: Class 9 contains 17197 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 49586 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 12657 members 
Mstep: Class 14 contains 18797 members 
Mstep: Class 15 contains 16398 members 
Mstep: Class 16 contains 14785 members 
Mstep: Class 17 contains 14769 members 
Mstep: Class 18 contains 17771 members 
Mstep: Class 19 contains 23920 members 
Mstep: Class 20 contains 18604 members 
Mstep: Class 21 contains 18677 members 
Mstep: Class 22 contains 13517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36872816.000000 Penalty: 67965.203125
Iteration 1F: 22 clusters Score -3.687282e+07 nChanged 184260
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 20430 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 31970 members 
Mstep: Class 5 contains 13635 members 
Mstep: Class 7 contains 51466 members 
Mstep: Class 8 contains 12996 members 
Mstep: Class 9 contains 15496 members 
Mstep: Class 10 contains 20053 members 
Mstep: Class 11 contains 64900 members 
Mstep: Class 12 contains 10618 members 
Mstep: Class 13 contains 11646 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 17863 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 9915 members 
Mstep: Class 18 contains 22579 members 
Mstep: Class 19 contains 32874 members 
Mstep: Class 20 contains 21442 members 
Mstep: Class 21 contains 22084 members 
Mstep: Class 22 contains 11627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37327564.000000 Penalty: 67965.203125
Iteration 2F: 22 clusters Score -3.732756e+07 nChanged 137875
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 16098 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 4 contains 22085 members 
Mstep: Class 5 contains 14645 members 
Mstep: Class 7 contains 54039 members 
Mstep: Class 8 contains 10452 members 
Mstep: Class 9 contains 15929 members 
Mstep: Class 10 contains 20464 members 
Mstep: Class 11 contains 76067 members 
Mstep: Class 12 contains 6586 members 
Mstep: Class 13 contains 10897 members 
Mstep: Class 14 contains 17023 members 
Mstep: Class 15 contains 15444 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 8145 members 
Mstep: Class 18 contains 32744 members 
Mstep: Class 19 contains 38268 members 
Mstep: Class 20 contains 21061 members 
Mstep: Class 21 contains 27309 members 
Mstep: Class 22 contains 9789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37564808.000000 Penalty: 67965.203125
Iteration 3F: 22 clusters Score -3.756481e+07 nChanged 101840
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 12792 members 
Mstep: Class 3 contains 6797 members 
Mstep: Class 4 contains 15841 members 
Mstep: Class 5 contains 13663 members 
Mstep: Class 7 contains 55288 members 
Mstep: Class 8 contains 10244 members 
Mstep: Class 9 contains 16536 members 
Mstep: Class 10 contains 19594 members 
Mstep: Class 11 contains 80680 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 9547 members 
Mstep: Class 14 contains 14785 members 
Mstep: Class 15 contains 12323 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 7807 members 
Mstep: Class 18 contains 48465 members 
Mstep: Class 19 contains 43359 members 
Mstep: Class 20 contains 18652 members 
Mstep: Class 21 contains 32402 members 
Mstep: Class 22 contains 8712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37702384.000000 Penalty: 67965.203125
Iteration 4F: 22 clusters Score -3.770238e+07 nChanged 76045
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 6046 members 
Mstep: Class 4 contains 13057 members 
Mstep: Class 5 contains 12063 members 
Mstep: Class 7 contains 53504 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 16834 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 81324 members 
Mstep: Class 12 contains 2874 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 12623 members 
Mstep: Class 15 contains 9383 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 64994 members 
Mstep: Class 19 contains 47873 members 
Mstep: Class 20 contains 15262 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 8841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2826.462158 but Gain 3236.441406
Score: -37785344.000000 Penalty: 64728.761719
Iteration 5F: 21 clusters Score -3.778534e+07 nChanged 58543
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 8546 members 
Mstep: Class 3 contains 5741 members 
Mstep: Class 4 contains 12169 members 
Mstep: Class 5 contains 10750 members 
Mstep: Class 7 contains 51074 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 10 contains 16845 members 
Mstep: Class 11 contains 80995 members 
Mstep: Class 13 contains 9242 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 7609 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 7825 members 
Mstep: Class 18 contains 80676 members 
Mstep: Class 19 contains 50459 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 39002 members 
Mstep: Class 22 contains 9362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37841088.000000 Penalty: 64728.761719
Iteration 6F: 21 clusters Score -3.784109e+07 nChanged 43744
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 7067 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 11842 members 
Mstep: Class 5 contains 9705 members 
Mstep: Class 7 contains 47283 members 
Mstep: Class 8 contains 10028 members 
Mstep: Class 9 contains 16382 members 
Mstep: Class 10 contains 14831 members 
Mstep: Class 11 contains 80389 members 
Mstep: Class 13 contains 9125 members 
Mstep: Class 14 contains 10665 members 
Mstep: Class 15 contains 6642 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 94316 members 
Mstep: Class 19 contains 50843 members 
Mstep: Class 20 contains 10375 members 
Mstep: Class 21 contains 41254 members 
Mstep: Class 22 contains 9959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37879620.000000 Penalty: 64728.761719
Iteration 7F: 21 clusters Score -3.787962e+07 nChanged 35469
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 5848 members 
Mstep: Class 3 contains 6267 members 
Mstep: Class 4 contains 11647 members 
Mstep: Class 5 contains 8942 members 
Mstep: Class 7 contains 43560 members 
Mstep: Class 8 contains 9713 members 
Mstep: Class 9 contains 15613 members 
Mstep: Class 10 contains 12391 members 
Mstep: Class 11 contains 79681 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 10421 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 10300 members 
Mstep: Class 18 contains 105657 members 
Mstep: Class 19 contains 50121 members 
Mstep: Class 20 contains 8742 members 
Mstep: Class 21 contains 43121 members 
Mstep: Class 22 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37910356.000000 Penalty: 64728.761719
Iteration 8F: 21 clusters Score -3.791036e+07 nChanged 29467
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 11411 members 
Mstep: Class 5 contains 8406 members 
Mstep: Class 7 contains 40295 members 
Mstep: Class 8 contains 9488 members 
Mstep: Class 9 contains 14718 members 
Mstep: Class 10 contains 10048 members 
Mstep: Class 11 contains 78884 members 
Mstep: Class 13 contains 8352 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 7220 members 
Mstep: Class 16 contains 6512 members 
Mstep: Class 17 contains 12105 members 
Mstep: Class 18 contains 114396 members 
Mstep: Class 19 contains 48834 members 
Mstep: Class 20 contains 7794 members 
Mstep: Class 21 contains 44415 members 
Mstep: Class 22 contains 11531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37934748.000000 Penalty: 64728.761719
Iteration 9F: 21 clusters Score -3.793475e+07 nChanged 24066
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 7999 members 
Mstep: Class 4 contains 11222 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 7 contains 37643 members 
Mstep: Class 8 contains 9469 members 
Mstep: Class 9 contains 14036 members 
Mstep: Class 10 contains 8161 members 
Mstep: Class 11 contains 77727 members 
Mstep: Class 13 contains 7822 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 15 contains 7632 members 
Mstep: Class 16 contains 6639 members 
Mstep: Class 17 contains 13759 members 
Mstep: Class 18 contains 120652 members 
Mstep: Class 19 contains 47474 members 
Mstep: Class 20 contains 7516 members 
Mstep: Class 21 contains 45399 members 
Mstep: Class 22 contains 12444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37955320.000000 Penalty: 64728.761719
Iteration 10F: 21 clusters Score -3.795532e+07 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3599 members 
Mstep: Class 3 contains 9451 members 
Mstep: Class 4 contains 11019 members 
Mstep: Class 5 contains 7594 members 
Mstep: Class 7 contains 35540 members 
Mstep: Class 8 contains 9552 members 
Mstep: Class 9 contains 13606 members 
Mstep: Class 10 contains 6776 members 
Mstep: Class 11 contains 76135 members 
Mstep: Class 13 contains 7303 members 
Mstep: Class 14 contains 9997 members 
Mstep: Class 15 contains 8017 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 15170 members 
Mstep: Class 18 contains 124771 members 
Mstep: Class 19 contains 46003 members 
Mstep: Class 20 contains 8094 members 
Mstep: Class 21 contains 46031 members 
Mstep: Class 22 contains 13483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37971652.000000 Penalty: 64728.761719
Iteration 11Q: 21 clusters Score -3.797165e+07 nChanged 17165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 11471 members 
Mstep: Class 4 contains 10811 members 
Mstep: Class 5 contains 7295 members 
Mstep: Class 7 contains 34004 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 13336 members 
Mstep: Class 10 contains 5816 members 
Mstep: Class 11 contains 74021 members 
Mstep: Class 13 contains 6752 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 8327 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 16398 members 
Mstep: Class 18 contains 127407 members 
Mstep: Class 19 contains 44774 members 
Mstep: Class 20 contains 8846 members 
Mstep: Class 21 contains 46393 members 
Mstep: Class 22 contains 14535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37984084.000000 Penalty: 64728.761719
Iteration 12Q: 21 clusters Score -3.798408e+07 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2855 members 
Mstep: Class 3 contains 13922 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 7042 members 
Mstep: Class 7 contains 32830 members 
Mstep: Class 8 contains 9815 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 5273 members 
Mstep: Class 11 contains 71616 members 
Mstep: Class 13 contains 6249 members 
Mstep: Class 14 contains 9102 members 
Mstep: Class 15 contains 8589 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 17503 members 
Mstep: Class 18 contains 129115 members 
Mstep: Class 19 contains 43806 members 
Mstep: Class 20 contains 9321 members 
Mstep: Class 21 contains 46654 members 
Mstep: Class 22 contains 15574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37993680.000000 Penalty: 64728.761719
Iteration 13Q: 21 clusters Score -3.799368e+07 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2642 members 
Mstep: Class 3 contains 16280 members 
Mstep: Class 4 contains 10235 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 7 contains 31995 members 
Mstep: Class 8 contains 9887 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 69398 members 
Mstep: Class 13 contains 5832 members 
Mstep: Class 14 contains 8501 members 
Mstep: Class 15 contains 8793 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 18524 members 
Mstep: Class 18 contains 130315 members 
Mstep: Class 19 contains 42806 members 
Mstep: Class 20 contains 9587 members 
Mstep: Class 21 contains 46842 members 
Mstep: Class 22 contains 16555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37999976.000000 Penalty: 64728.761719
Iteration 14Q: 21 clusters Score -3.799998e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 3 contains 18193 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 7 contains 31330 members 
Mstep: Class 8 contains 9945 members 
Mstep: Class 9 contains 13159 members 
Mstep: Class 10 contains 5247 members 
Mstep: Class 11 contains 67637 members 
Mstep: Class 13 contains 5480 members 
Mstep: Class 14 contains 7932 members 
Mstep: Class 15 contains 8947 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 19372 members 
Mstep: Class 18 contains 131168 members 
Mstep: Class 19 contains 41871 members 
Mstep: Class 20 contains 9733 members 
Mstep: Class 21 contains 46960 members 
Mstep: Class 22 contains 17438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38004628.000000 Penalty: 64728.761719
Iteration 15Q: 21 clusters Score -3.800463e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 19590 members 
Mstep: Class 4 contains 9604 members 
Mstep: Class 5 contains 6563 members 
Mstep: Class 7 contains 30878 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 13134 members 
Mstep: Class 10 contains 5601 members 
Mstep: Class 11 contains 66346 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 7430 members 
Mstep: Class 15 contains 9057 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 20115 members 
Mstep: Class 18 contains 131796 members 
Mstep: Class 19 contains 40954 members 
Mstep: Class 20 contains 9806 members 
Mstep: Class 21 contains 47075 members 
Mstep: Class 22 contains 18098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38008248.000000 Penalty: 64728.761719
Iteration 16Q: 21 clusters Score -3.800825e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 20345 members 
Mstep: Class 4 contains 9352 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 7 contains 30551 members 
Mstep: Class 8 contains 10065 members 
Mstep: Class 9 contains 13119 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 65658 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 6920 members 
Mstep: Class 15 contains 9139 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 20747 members 
Mstep: Class 18 contains 132263 members 
Mstep: Class 19 contains 40149 members 
Mstep: Class 20 contains 9864 members 
Mstep: Class 21 contains 47217 members 
Mstep: Class 22 contains 18510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38010912.000000 Penalty: 64728.761719
Iteration 17Q: 21 clusters Score -3.801091e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 9105 members 
Mstep: Class 5 contains 6291 members 
Mstep: Class 7 contains 30240 members 
Mstep: Class 8 contains 10130 members 
Mstep: Class 9 contains 13156 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 65360 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 6443 members 
Mstep: Class 15 contains 9195 members 
Mstep: Class 16 contains 6858 members 
Mstep: Class 17 contains 21282 members 
Mstep: Class 18 contains 132657 members 
Mstep: Class 19 contains 39392 members 
Mstep: Class 20 contains 9914 members 
Mstep: Class 21 contains 47370 members 
Mstep: Class 22 contains 18615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38013100.000000 Penalty: 64728.761719
Iteration 18Q: 21 clusters Score -3.80131e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 20884 members 
Mstep: Class 4 contains 8938 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 7 contains 29921 members 
Mstep: Class 8 contains 10161 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 10 contains 7831 members 
Mstep: Class 11 contains 65236 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 9246 members 
Mstep: Class 16 contains 6907 members 
Mstep: Class 17 contains 21746 members 
Mstep: Class 18 contains 133018 members 
Mstep: Class 19 contains 38665 members 
Mstep: Class 20 contains 9963 members 
Mstep: Class 21 contains 47455 members 
Mstep: Class 22 contains 18476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38015944.000000 Penalty: 64728.761719
Iteration 19Q: 21 clusters Score -3.801594e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2532 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 8826 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 7 contains 29606 members 
Mstep: Class 8 contains 10165 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 9031 members 
Mstep: Class 11 contains 65195 members 
Mstep: Class 13 contains 4369 members 
Mstep: Class 14 contains 5556 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 6975 members 
Mstep: Class 17 contains 22140 members 
Mstep: Class 18 contains 133337 members 
Mstep: Class 19 contains 37890 members 
Mstep: Class 20 contains 10000 members 
Mstep: Class 21 contains 47505 members 
Mstep: Class 22 contains 18030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38019496.000000 Penalty: 64728.761719
Iteration 20F: 21 clusters Score -3.80195e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 21833 members 
Mstep: Class 4 contains 8702 members 
Mstep: Class 5 contains 6064 members 
Mstep: Class 7 contains 29308 members 
Mstep: Class 8 contains 10157 members 
Mstep: Class 9 contains 13154 members 
Mstep: Class 10 contains 10435 members 
Mstep: Class 11 contains 64371 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 22510 members 
Mstep: Class 18 contains 133688 members 
Mstep: Class 19 contains 37050 members 
Mstep: Class 20 contains 10039 members 
Mstep: Class 21 contains 47531 members 
Mstep: Class 22 contains 17345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38023776.000000 Penalty: 64728.761719
Iteration 21Q: 21 clusters Score -3.802378e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 22508 members 
Mstep: Class 4 contains 8616 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 7 contains 28967 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 13082 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 63714 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 9408 members 
Mstep: Class 16 contains 7340 members 
Mstep: Class 17 contains 22756 members 
Mstep: Class 18 contains 134069 members 
Mstep: Class 19 contains 36033 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 47637 members 
Mstep: Class 22 contains 16485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38029228.000000 Penalty: 64728.761719
Iteration 22Q: 21 clusters Score -3.802923e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3980 members 
Mstep: Class 3 contains 23064 members 
Mstep: Class 4 contains 8575 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 7 contains 28507 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 12947 members 
Mstep: Class 10 contains 13388 members 
Mstep: Class 11 contains 63185 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 9447 members 
Mstep: Class 16 contains 7608 members 
Mstep: Class 17 contains 22931 members 
Mstep: Class 18 contains 134509 members 
Mstep: Class 19 contains 34739 members 
Mstep: Class 20 contains 10091 members 
Mstep: Class 21 contains 47865 members 
Mstep: Class 22 contains 15529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38036508.000000 Penalty: 64728.761719
Iteration 23Q: 21 clusters Score -3.803651e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 5950 members 
Mstep: Class 7 contains 27943 members 
Mstep: Class 8 contains 10111 members 
Mstep: Class 9 contains 12793 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 62793 members 
Mstep: Class 13 contains 3583 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 7910 members 
Mstep: Class 17 contains 23078 members 
Mstep: Class 18 contains 134949 members 
Mstep: Class 19 contains 32936 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 48235 members 
Mstep: Class 22 contains 14795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38046608.000000 Penalty: 64728.761719
Iteration 24Q: 21 clusters Score -3.804661e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6437 members 
Mstep: Class 3 contains 23815 members 
Mstep: Class 4 contains 8570 members 
Mstep: Class 5 contains 6022 members 
Mstep: Class 7 contains 27355 members 
Mstep: Class 8 contains 10137 members 
Mstep: Class 9 contains 12609 members 
Mstep: Class 10 contains 15232 members 
Mstep: Class 11 contains 62522 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 9524 members 
Mstep: Class 16 contains 8224 members 
Mstep: Class 17 contains 23205 members 
Mstep: Class 18 contains 135352 members 
Mstep: Class 19 contains 31029 members 
Mstep: Class 20 contains 10176 members 
Mstep: Class 21 contains 48676 members 
Mstep: Class 22 contains 14287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38057404.000000 Penalty: 64728.761719
Iteration 25Q: 21 clusters Score -3.80574e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 24108 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 6134 members 
Mstep: Class 7 contains 26874 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 12483 members 
Mstep: Class 10 contains 15865 members 
Mstep: Class 11 contains 62331 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 3880 members 
Mstep: Class 15 contains 9568 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 23334 members 
Mstep: Class 18 contains 135660 members 
Mstep: Class 19 contains 29771 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 48736 members 
Mstep: Class 22 contains 14023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38063052.000000 Penalty: 64728.761719
Iteration 26Q: 21 clusters Score -3.806305e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7448 members 
Mstep: Class 3 contains 24352 members 
Mstep: Class 4 contains 8564 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 7 contains 26559 members 
Mstep: Class 8 contains 10075 members 
Mstep: Class 9 contains 12427 members 
Mstep: Class 10 contains 16314 members 
Mstep: Class 11 contains 62172 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 14 contains 3734 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 23429 members 
Mstep: Class 18 contains 135948 members 
Mstep: Class 19 contains 28949 members 
Mstep: Class 20 contains 10307 members 
Mstep: Class 21 contains 48529 members 
Mstep: Class 22 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38065732.000000 Penalty: 64728.761719
Iteration 27Q: 21 clusters Score -3.806573e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7715 members 
Mstep: Class 3 contains 24578 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 7 contains 26410 members 
Mstep: Class 8 contains 10035 members 
Mstep: Class 9 contains 12398 members 
Mstep: Class 10 contains 16569 members 
Mstep: Class 11 contains 62018 members 
Mstep: Class 13 contains 3362 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 15 contains 9590 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 23479 members 
Mstep: Class 18 contains 136222 members 
Mstep: Class 19 contains 28400 members 
Mstep: Class 20 contains 10344 members 
Mstep: Class 21 contains 48224 members 
Mstep: Class 22 contains 13824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38067428.000000 Penalty: 64728.761719
Iteration 28Q: 21 clusters Score -3.806743e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7878 members 
Mstep: Class 3 contains 24755 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 7 contains 26396 members 
Mstep: Class 8 contains 10012 members 
Mstep: Class 9 contains 12396 members 
Mstep: Class 10 contains 16710 members 
Mstep: Class 11 contains 61854 members 
Mstep: Class 13 contains 3365 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 9589 members 
Mstep: Class 16 contains 8809 members 
Mstep: Class 17 contains 23550 members 
Mstep: Class 18 contains 136421 members 
Mstep: Class 19 contains 28033 members 
Mstep: Class 20 contains 10371 members 
Mstep: Class 21 contains 47919 members 
Mstep: Class 22 contains 13794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38068496.000000 Penalty: 64728.761719
Iteration 29Q: 21 clusters Score -3.80685e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 24914 members 
Mstep: Class 4 contains 8613 members 
Mstep: Class 5 contains 6965 members 
Mstep: Class 7 contains 26431 members 
Mstep: Class 8 contains 9994 members 
Mstep: Class 9 contains 12395 members 
Mstep: Class 10 contains 16794 members 
Mstep: Class 11 contains 61714 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 9591 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 23601 members 
Mstep: Class 18 contains 136578 members 
Mstep: Class 19 contains 27756 members 
Mstep: Class 20 contains 10384 members 
Mstep: Class 21 contains 47633 members 
Mstep: Class 22 contains 13807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38069376.000000 Penalty: 64728.761719
Iteration 30Q: 21 clusters Score -3.806938e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 25064 members 
Mstep: Class 4 contains 8645 members 
Mstep: Class 5 contains 7156 members 
Mstep: Class 7 contains 26503 members 
Mstep: Class 8 contains 9991 members 
Mstep: Class 9 contains 12417 members 
Mstep: Class 10 contains 16840 members 
Mstep: Class 11 contains 61568 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 15 contains 9589 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 23622 members 
Mstep: Class 18 contains 136720 members 
Mstep: Class 19 contains 27520 members 
Mstep: Class 20 contains 10385 members 
Mstep: Class 21 contains 47381 members 
Mstep: Class 22 contains 13867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38069980.000000 Penalty: 64728.761719
Iteration 31Q: 21 clusters Score -3.806998e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8099 members 
Mstep: Class 3 contains 25189 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 5 contains 7342 members 
Mstep: Class 7 contains 26540 members 
Mstep: Class 8 contains 10017 members 
Mstep: Class 9 contains 12452 members 
Mstep: Class 10 contains 16868 members 
Mstep: Class 11 contains 61444 members 
Mstep: Class 13 contains 3376 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 9594 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 23660 members 
Mstep: Class 18 contains 136809 members 
Mstep: Class 19 contains 27325 members 
Mstep: Class 20 contains 10390 members 
Mstep: Class 21 contains 47154 members 
Mstep: Class 22 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38070588.000000 Penalty: 64728.761719
Iteration 32Q: 21 clusters Score -3.807059e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 25311 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 7521 members 
Mstep: Class 7 contains 26606 members 
Mstep: Class 8 contains 10032 members 
Mstep: Class 9 contains 12496 members 
Mstep: Class 10 contains 16889 members 
Mstep: Class 11 contains 61335 members 
Mstep: Class 13 contains 3411 members 
Mstep: Class 14 contains 2948 members 
Mstep: Class 15 contains 9599 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 23678 members 
Mstep: Class 18 contains 136863 members 
Mstep: Class 19 contains 27141 members 
Mstep: Class 20 contains 10388 members 
Mstep: Class 21 contains 46958 members 
Mstep: Class 22 contains 13963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38071188.000000 Penalty: 64728.761719
Iteration 33Q: 21 clusters Score -3.807119e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8163 members 
Mstep: Class 3 contains 25400 members 
Mstep: Class 4 contains 8733 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 7 contains 26679 members 
Mstep: Class 8 contains 10072 members 
Mstep: Class 9 contains 12534 members 
Mstep: Class 10 contains 16902 members 
Mstep: Class 11 contains 61247 members 
Mstep: Class 13 contains 3459 members 
Mstep: Class 14 contains 2833 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 8426 members 
Mstep: Class 17 contains 23718 members 
Mstep: Class 18 contains 136908 members 
Mstep: Class 19 contains 26961 members 
Mstep: Class 20 contains 10389 members 
Mstep: Class 21 contains 46773 members 
Mstep: Class 22 contains 14020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38071616.000000 Penalty: 64728.761719
Iteration 34Q: 21 clusters Score -3.807162e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 8185 members 
Mstep: Class 3 contains 25486 members 
Mstep: Class 4 contains 8774 members 
Mstep: Class 5 contains 7768 members 
Mstep: Class 7 contains 26786 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 12545 members 
Mstep: Class 10 contains 16914 members 
Mstep: Class 11 contains 61167 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 9616 members 
Mstep: Class 16 contains 8353 members 
Mstep: Class 17 contains 23750 members 
Mstep: Class 18 contains 136964 members 
Mstep: Class 19 contains 26775 members 
Mstep: Class 20 contains 10390 members 
Mstep: Class 21 contains 46594 members 
Mstep: Class 22 contains 14062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38072024.000000 Penalty: 64728.761719
Iteration 35Q: 21 clusters Score -3.807202e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8195 members 
Mstep: Class 3 contains 25559 members 
Mstep: Class 4 contains 8809 members 
Mstep: Class 5 contains 7830 members 
Mstep: Class 7 contains 26899 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 12599 members 
Mstep: Class 10 contains 16920 members 
Mstep: Class 11 contains 61099 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 9622 members 
Mstep: Class 16 contains 8292 members 
Mstep: Class 17 contains 23762 members 
Mstep: Class 18 contains 136985 members 
Mstep: Class 19 contains 26609 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 46443 members 
Mstep: Class 22 contains 14114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38072112.000000 Penalty: 64728.761719
Iteration 36Q: 21 clusters Score -3.807211e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8207 members 
Mstep: Class 3 contains 25620 members 
Mstep: Class 4 contains 8842 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 7 contains 27018 members 
Mstep: Class 8 contains 10108 members 
Mstep: Class 9 contains 12639 members 
Mstep: Class 10 contains 16930 members 
Mstep: Class 11 contains 61044 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 9630 members 
Mstep: Class 16 contains 8260 members 
Mstep: Class 17 contains 23755 members 
Mstep: Class 18 contains 137000 members 
Mstep: Class 19 contains 26420 members 
Mstep: Class 20 contains 10394 members 
Mstep: Class 21 contains 46299 members 
Mstep: Class 22 contains 14160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38072416.000000 Penalty: 64728.761719
Iteration 37Q: 21 clusters Score -3.807242e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8217 members 
Mstep: Class 3 contains 25661 members 
Mstep: Class 4 contains 8864 members 
Mstep: Class 5 contains 7904 members 
Mstep: Class 7 contains 27154 members 
Mstep: Class 8 contains 10122 members 
Mstep: Class 9 contains 12664 members 
Mstep: Class 10 contains 16932 members 
Mstep: Class 11 contains 61005 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 2566 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 8239 members 
Mstep: Class 17 contains 23757 members 
Mstep: Class 18 contains 137003 members 
Mstep: Class 19 contains 26245 members 
Mstep: Class 20 contains 10394 members 
Mstep: Class 21 contains 46180 members 
Mstep: Class 22 contains 14211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38072560.000000 Penalty: 64728.761719
Iteration 38Q: 21 clusters Score -3.807256e+07 nChanged 981
Entering ConstructFrom: 
Score: -38072560.000000 Penalty: 64728.761719
Entering ConstructFrom: 
Trying to split cluster 1 (4787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Entering Unmasked Estep 
Score: -419409.750000 Penalty: 2101.467529
	Iteration 0F: 2 clusters Score -419409.8 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 2375 members 
Entering Unmasked Estep 
Score: -415011.343750 Penalty: 4202.935059
	Iteration 0F: 3 clusters Score -415011.3 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -416046.218750 Penalty: 4202.935059
	Iteration 1F: 3 clusters Score -416046.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -416262.906250 Penalty: 4202.935059
	Iteration 2F: 3 clusters Score -416262.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -416390.468750 Penalty: 4202.935059
	Iteration 3Q: 3 clusters Score -416390.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -416475.031250 Penalty: 4202.935059
	Iteration 4Q: 3 clusters Score -416475 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -416535.312500 Penalty: 4202.935059
	Iteration 5Q: 3 clusters Score -416535.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -416580.125000 Penalty: 4202.935059
	Iteration 6Q: 3 clusters Score -416580.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -416618.843750 Penalty: 4202.935059
	Iteration 7Q: 3 clusters Score -416618.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -416648.093750 Penalty: 4202.935059
	Iteration 8Q: 3 clusters Score -416648.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -416671.125000 Penalty: 4202.935059
	Iteration 9Q: 3 clusters Score -416671.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -416695.375000 Penalty: 4202.935059
	Iteration 10Q: 3 clusters Score -416695.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -416719.593750 Penalty: 4202.935059
	Iteration 11Q: 3 clusters Score -416719.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -416739.968750 Penalty: 4202.935059
	Iteration 12Q: 3 clusters Score -416740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -416760.437500 Penalty: 4202.935059
	Iteration 13Q: 3 clusters Score -416760.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -416775.906250 Penalty: 4202.935059
	Iteration 14Q: 3 clusters Score -416775.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -416793.031250 Penalty: 4202.935059
	Iteration 15Q: 3 clusters Score -416793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -416812.562500 Penalty: 4202.935059
	Iteration 16Q: 3 clusters Score -416812.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -416827.625000 Penalty: 4202.935059
	Iteration 17Q: 3 clusters Score -416827.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -416845.062500 Penalty: 4202.935059
	Iteration 18Q: 3 clusters Score -416845.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -416856.625000 Penalty: 4202.935059
	Iteration 19Q: 3 clusters Score -416856.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -416866.218750 Penalty: 4202.935059
	Iteration 20F: 3 clusters Score -416866.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -416875.250000 Penalty: 4202.935059
	Iteration 21Q: 3 clusters Score -416875.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -416882.375000 Penalty: 4202.935059
	Iteration 22Q: 3 clusters Score -416882.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -416890.406250 Penalty: 4202.935059
	Iteration 23Q: 3 clusters Score -416890.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -416902.000000 Penalty: 4202.935059
	Iteration 24Q: 3 clusters Score -416902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -416915.531250 Penalty: 4202.935059
	Iteration 25Q: 3 clusters Score -416915.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -416929.781250 Penalty: 4202.935059
	Iteration 26Q: 3 clusters Score -416929.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -416948.562500 Penalty: 4202.935059
	Iteration 27Q: 3 clusters Score -416948.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -416963.312500 Penalty: 4202.935059
	Iteration 28Q: 3 clusters Score -416963.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -416987.625000 Penalty: 4202.935059
	Iteration 29Q: 3 clusters Score -416987.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -417015.718750 Penalty: 4202.935059
	Iteration 30Q: 3 clusters Score -417015.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -417036.375000 Penalty: 4202.935059
	Iteration 31Q: 3 clusters Score -417036.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -417065.187500 Penalty: 4202.935059
	Iteration 32Q: 3 clusters Score -417065.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -417094.406250 Penalty: 4202.935059
	Iteration 33Q: 3 clusters Score -417094.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -417118.593750 Penalty: 4202.935059
	Iteration 34Q: 3 clusters Score -417118.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -417137.125000 Penalty: 4202.935059
	Iteration 35Q: 3 clusters Score -417137.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -417154.531250 Penalty: 4202.935059
	Iteration 36Q: 3 clusters Score -417154.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -417186.750000 Penalty: 4202.935059
	Iteration 37Q: 3 clusters Score -417186.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -417219.593750 Penalty: 4202.935059
	Iteration 38Q: 3 clusters Score -417219.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -417253.375000 Penalty: 4202.935059
	Iteration 39Q: 3 clusters Score -417253.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -417286.781250 Penalty: 4202.935059
	Iteration 40F: 3 clusters Score -417286.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -417320.375000 Penalty: 4202.935059
	Iteration 41Q: 3 clusters Score -417320.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -417350.562500 Penalty: 4202.935059
	Iteration 42Q: 3 clusters Score -417350.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -417370.875000 Penalty: 4202.935059
	Iteration 43Q: 3 clusters Score -417370.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -417381.687500 Penalty: 4202.935059
	Iteration 44Q: 3 clusters Score -417381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -417387.937500 Penalty: 4202.935059
	Iteration 45Q: 3 clusters Score -417387.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -417392.625000 Penalty: 4202.935059
	Iteration 46Q: 3 clusters Score -417392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -417398.343750 Penalty: 4202.935059
	Iteration 47Q: 3 clusters Score -417398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -417401.812500 Penalty: 4202.935059
	Iteration 48Q: 3 clusters Score -417401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -417404.968750 Penalty: 4202.935059
	Iteration 49Q: 3 clusters Score -417405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -417409.093750 Penalty: 4202.935059
	Iteration 50Q: 3 clusters Score -417409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -417413.343750 Penalty: 4202.935059
	Iteration 51Q: 3 clusters Score -417413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -417417.187500 Penalty: 4202.935059
	Iteration 52Q: 3 clusters Score -417417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -417423.281250 Penalty: 4202.935059
	Iteration 53Q: 3 clusters Score -417423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -417428.375000 Penalty: 4202.935059
	Iteration 54Q: 3 clusters Score -417428.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -417431.468750 Penalty: 4202.935059
	Iteration 55Q: 3 clusters Score -417431.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -417436.875000 Penalty: 4202.935059
	Iteration 56Q: 3 clusters Score -417436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -417441.093750 Penalty: 4202.935059
	Iteration 57Q: 3 clusters Score -417441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -417444.375000 Penalty: 4202.935059
	Iteration 58Q: 3 clusters Score -417444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -417452.937500 Penalty: 4202.935059
	Iteration 59Q: 3 clusters Score -417452.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -417461.218750 Penalty: 4202.935059
	Iteration 60F: 3 clusters Score -417461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -417467.718750 Penalty: 4202.935059
	Iteration 61Q: 3 clusters Score -417467.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -417473.343750 Penalty: 4202.935059
	Iteration 62Q: 3 clusters Score -417473.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -417483.437500 Penalty: 4202.935059
	Iteration 63Q: 3 clusters Score -417483.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -417487.562500 Penalty: 4202.935059
	Iteration 64Q: 3 clusters Score -417487.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -417494.781250 Penalty: 4202.935059
	Iteration 65Q: 3 clusters Score -417494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -417499.875000 Penalty: 4202.935059
	Iteration 66Q: 3 clusters Score -417499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -417501.781250 Penalty: 4202.935059
	Iteration 67Q: 3 clusters Score -417501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -417504.593750 Penalty: 4202.935059
	Iteration 68Q: 3 clusters Score -417504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -417506.500000 Penalty: 4202.935059
	Iteration 69Q: 3 clusters Score -417506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -417510.781250 Penalty: 4202.935059
	Iteration 70Q: 3 clusters Score -417510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -417514.031250 Penalty: 4202.935059
	Iteration 71Q: 3 clusters Score -417514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -417514.531250 Penalty: 4202.935059
	Iteration 72Q: 3 clusters Score -417514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -417516.343750 Penalty: 4202.935059
	Iteration 73Q: 3 clusters Score -417516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -417516.781250 Penalty: 4202.935059
	Iteration 74Q: 3 clusters Score -417516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -417516.781250 Penalty: 4202.935059
	Iteration 75F: 3 clusters Score -417516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Entering Unmasked Estep 
Score: -714413.812500 Penalty: 2235.763916
	Iteration 0F: 2 clusters Score -714413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -707852.687500 Penalty: 4471.527832
	Iteration 0F: 3 clusters Score -707852.7 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -709578.812500 Penalty: 4471.527832
	Iteration 1F: 3 clusters Score -709578.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -709848.562500 Penalty: 4471.527832
	Iteration 2F: 3 clusters Score -709848.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -710009.562500 Penalty: 4471.527832
	Iteration 3Q: 3 clusters Score -710009.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -710160.125000 Penalty: 4471.527832
	Iteration 4Q: 3 clusters Score -710160.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -710290.250000 Penalty: 4471.527832
	Iteration 5Q: 3 clusters Score -710290.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -710390.437500 Penalty: 4471.527832
	Iteration 6Q: 3 clusters Score -710390.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -710486.750000 Penalty: 4471.527832
	Iteration 7Q: 3 clusters Score -710486.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -710588.750000 Penalty: 4471.527832
	Iteration 8Q: 3 clusters Score -710588.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -710696.937500 Penalty: 4471.527832
	Iteration 9Q: 3 clusters Score -710696.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -710790.937500 Penalty: 4471.527832
	Iteration 10Q: 3 clusters Score -710790.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -710880.062500 Penalty: 4471.527832
	Iteration 11Q: 3 clusters Score -710880.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -710992.500000 Penalty: 4471.527832
	Iteration 12Q: 3 clusters Score -710992.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -711124.687500 Penalty: 4471.527832
	Iteration 13Q: 3 clusters Score -711124.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -711250.937500 Penalty: 4471.527832
	Iteration 14Q: 3 clusters Score -711250.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -711405.437500 Penalty: 4471.527832
	Iteration 15Q: 3 clusters Score -711405.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -711575.687500 Penalty: 4471.527832
	Iteration 16Q: 3 clusters Score -711575.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -711760.750000 Penalty: 4471.527832
	Iteration 17Q: 3 clusters Score -711760.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -711931.562500 Penalty: 4471.527832
	Iteration 18Q: 3 clusters Score -711931.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -712081.625000 Penalty: 4471.527832
	Iteration 19Q: 3 clusters Score -712081.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -712175.562500 Penalty: 4471.527832
	Iteration 20F: 3 clusters Score -712175.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -712242.375000 Penalty: 4471.527832
	Iteration 21Q: 3 clusters Score -712242.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -712289.125000 Penalty: 4471.527832
	Iteration 22Q: 3 clusters Score -712289.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -712329.375000 Penalty: 4471.527832
	Iteration 23Q: 3 clusters Score -712329.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -712361.937500 Penalty: 4471.527832
	Iteration 24Q: 3 clusters Score -712361.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -712389.437500 Penalty: 4471.527832
	Iteration 25Q: 3 clusters Score -712389.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -712409.312500 Penalty: 4471.527832
	Iteration 26Q: 3 clusters Score -712409.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -712424.875000 Penalty: 4471.527832
	Iteration 27Q: 3 clusters Score -712424.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -712435.000000 Penalty: 4471.527832
	Iteration 28Q: 3 clusters Score -712435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -712440.500000 Penalty: 4471.527832
	Iteration 29Q: 3 clusters Score -712440.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -712448.625000 Penalty: 4471.527832
	Iteration 30Q: 3 clusters Score -712448.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -712456.875000 Penalty: 4471.527832
	Iteration 31Q: 3 clusters Score -712456.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -712461.687500 Penalty: 4471.527832
	Iteration 32Q: 3 clusters Score -712461.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -712469.687500 Penalty: 4471.527832
	Iteration 33Q: 3 clusters Score -712469.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -712472.187500 Penalty: 4471.527832
	Iteration 34Q: 3 clusters Score -712472.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -712477.750000 Penalty: 4471.527832
	Iteration 35Q: 3 clusters Score -712477.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -712483.687500 Penalty: 4471.527832
	Iteration 36Q: 3 clusters Score -712483.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -712485.500000 Penalty: 4471.527832
	Iteration 37Q: 3 clusters Score -712485.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -712490.937500 Penalty: 4471.527832
	Iteration 38Q: 3 clusters Score -712490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -712493.062500 Penalty: 4471.527832
	Iteration 39Q: 3 clusters Score -712493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -712492.125000 Penalty: 4471.527832
	Iteration 40F: 3 clusters Score -712492.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -712497.812500 Penalty: 4471.527832
	Iteration 41Q: 3 clusters Score -712497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -712501.312500 Penalty: 4471.527832
	Iteration 42Q: 3 clusters Score -712501.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -712502.625000 Penalty: 4471.527832
	Iteration 43Q: 3 clusters Score -712502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -712503.937500 Penalty: 4471.527832
	Iteration 44Q: 3 clusters Score -712503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -712507.125000 Penalty: 4471.527832
	Iteration 45Q: 3 clusters Score -712507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -712507.250000 Penalty: 4471.527832
	Iteration 46Q: 3 clusters Score -712507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -712508.312500 Penalty: 4471.527832
	Iteration 47Q: 3 clusters Score -712508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -712509.312500 Penalty: 4471.527832
	Iteration 48Q: 3 clusters Score -712509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -712509.312500 Penalty: 4471.527832
	Iteration 49F: 3 clusters Score -712509.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Entering Unmasked Estep 
Score: -2230467.250000 Penalty: 2518.195068
	Iteration 0F: 2 clusters Score -2230467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2212657.000000 Penalty: 5036.390137
	Iteration 0F: 3 clusters Score -2212657 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2218865.750000 Penalty: 5036.390137
	Iteration 1F: 3 clusters Score -2218866 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2219343.000000 Penalty: 5036.390137
	Iteration 2Q: 3 clusters Score -2219343 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2219781.500000 Penalty: 5036.390137
	Iteration 3Q: 3 clusters Score -2219782 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2220206.500000 Penalty: 5036.390137
	Iteration 4Q: 3 clusters Score -2220206 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2220606.750000 Penalty: 5036.390137
	Iteration 5Q: 3 clusters Score -2220607 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2221065.250000 Penalty: 5036.390137
	Iteration 6Q: 3 clusters Score -2221065 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2221545.250000 Penalty: 5036.390137
	Iteration 7Q: 3 clusters Score -2221545 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2222038.750000 Penalty: 5036.390137
	Iteration 8Q: 3 clusters Score -2222039 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2222535.500000 Penalty: 5036.390137
	Iteration 9Q: 3 clusters Score -2222536 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2223038.500000 Penalty: 5036.390137
	Iteration 10Q: 3 clusters Score -2223038 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2223454.250000 Penalty: 5036.390137
	Iteration 11Q: 3 clusters Score -2223454 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2223767.000000 Penalty: 5036.390137
	Iteration 12Q: 3 clusters Score -2223767 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2224041.250000 Penalty: 5036.390137
	Iteration 13Q: 3 clusters Score -2224041 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2224266.750000 Penalty: 5036.390137
	Iteration 14Q: 3 clusters Score -2224267 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2224466.000000 Penalty: 5036.390137
	Iteration 15Q: 3 clusters Score -2224466 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2224691.000000 Penalty: 5036.390137
	Iteration 16Q: 3 clusters Score -2224691 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2224901.500000 Penalty: 5036.390137
	Iteration 17Q: 3 clusters Score -2224902 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2225158.250000 Penalty: 5036.390137
	Iteration 18Q: 3 clusters Score -2225158 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2225425.500000 Penalty: 5036.390137
	Iteration 19Q: 3 clusters Score -2225426 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2225697.750000 Penalty: 5036.390137
	Iteration 20F: 3 clusters Score -2225698 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2225994.500000 Penalty: 5036.390137
	Iteration 21Q: 3 clusters Score -2225994 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2226311.000000 Penalty: 5036.390137
	Iteration 22Q: 3 clusters Score -2226311 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2226667.500000 Penalty: 5036.390137
	Iteration 23Q: 3 clusters Score -2226668 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2226986.500000 Penalty: 5036.390137
	Iteration 24Q: 3 clusters Score -2226986 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2227267.500000 Penalty: 5036.390137
	Iteration 25Q: 3 clusters Score -2227268 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2227499.500000 Penalty: 5036.390137
	Iteration 26Q: 3 clusters Score -2227500 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2227671.750000 Penalty: 5036.390137
	Iteration 27Q: 3 clusters Score -2227672 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2227819.750000 Penalty: 5036.390137
	Iteration 28Q: 3 clusters Score -2227820 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2227979.750000 Penalty: 5036.390137
	Iteration 29Q: 3 clusters Score -2227980 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2228079.500000 Penalty: 5036.390137
	Iteration 30Q: 3 clusters Score -2228080 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2228151.750000 Penalty: 5036.390137
	Iteration 31Q: 3 clusters Score -2228152 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2228225.750000 Penalty: 5036.390137
	Iteration 32Q: 3 clusters Score -2228226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2228275.000000 Penalty: 5036.390137
	Iteration 33Q: 3 clusters Score -2228275 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2228313.000000 Penalty: 5036.390137
	Iteration 34Q: 3 clusters Score -2228313 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2228347.500000 Penalty: 5036.390137
	Iteration 35Q: 3 clusters Score -2228348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2228380.500000 Penalty: 5036.390137
	Iteration 36Q: 3 clusters Score -2228380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2228399.500000 Penalty: 5036.390137
	Iteration 37Q: 3 clusters Score -2228400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2228418.000000 Penalty: 5036.390137
	Iteration 38Q: 3 clusters Score -2228418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2228446.750000 Penalty: 5036.390137
	Iteration 39Q: 3 clusters Score -2228447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2228474.000000 Penalty: 5036.390137
	Iteration 40F: 3 clusters Score -2228474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2228487.500000 Penalty: 5036.390137
	Iteration 41Q: 3 clusters Score -2228488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2228500.000000 Penalty: 5036.390137
	Iteration 42Q: 3 clusters Score -2228500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2228511.500000 Penalty: 5036.390137
	Iteration 43Q: 3 clusters Score -2228512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2228520.500000 Penalty: 5036.390137
	Iteration 44Q: 3 clusters Score -2228520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2228523.500000 Penalty: 5036.390137
	Iteration 45Q: 3 clusters Score -2228524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2228524.500000 Penalty: 5036.390137
	Iteration 46Q: 3 clusters Score -2228524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2228526.000000 Penalty: 5036.390137
	Iteration 47Q: 3 clusters Score -2228526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2228531.500000 Penalty: 5036.390137
	Iteration 48Q: 3 clusters Score -2228532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2228535.000000 Penalty: 5036.390137
	Iteration 49Q: 3 clusters Score -2228535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2228535.500000 Penalty: 5036.390137
	Iteration 50Q: 3 clusters Score -2228536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2228538.500000 Penalty: 5036.390137
	Iteration 51Q: 3 clusters Score -2228538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2228538.500000 Penalty: 5036.390137
	Iteration 52F: 3 clusters Score -2228538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -748866.250000 Penalty: 2255.542480
	Iteration 0F: 2 clusters Score -748866.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -741942.750000 Penalty: 4511.084961
	Iteration 0F: 3 clusters Score -741942.8 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -743847.375000 Penalty: 4511.084961
	Iteration 1F: 3 clusters Score -743847.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -744113.500000 Penalty: 4511.084961
	Iteration 2F: 3 clusters Score -744113.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -744289.750000 Penalty: 4511.084961
	Iteration 3Q: 3 clusters Score -744289.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -744412.250000 Penalty: 4511.084961
	Iteration 4Q: 3 clusters Score -744412.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -744511.437500 Penalty: 4511.084961
	Iteration 5Q: 3 clusters Score -744511.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -744604.187500 Penalty: 4511.084961
	Iteration 6Q: 3 clusters Score -744604.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -744669.500000 Penalty: 4511.084961
	Iteration 7Q: 3 clusters Score -744669.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -744719.375000 Penalty: 4511.084961
	Iteration 8Q: 3 clusters Score -744719.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -744763.812500 Penalty: 4511.084961
	Iteration 9Q: 3 clusters Score -744763.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -744807.687500 Penalty: 4511.084961
	Iteration 10Q: 3 clusters Score -744807.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -744839.687500 Penalty: 4511.084961
	Iteration 11Q: 3 clusters Score -744839.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -744873.437500 Penalty: 4511.084961
	Iteration 12Q: 3 clusters Score -744873.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -744903.437500 Penalty: 4511.084961
	Iteration 13Q: 3 clusters Score -744903.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -744936.750000 Penalty: 4511.084961
	Iteration 14Q: 3 clusters Score -744936.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -744969.000000 Penalty: 4511.084961
	Iteration 15Q: 3 clusters Score -744969 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -745005.562500 Penalty: 4511.084961
	Iteration 16Q: 3 clusters Score -745005.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -745051.937500 Penalty: 4511.084961
	Iteration 17Q: 3 clusters Score -745051.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -745104.125000 Penalty: 4511.084961
	Iteration 18Q: 3 clusters Score -745104.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -745164.250000 Penalty: 4511.084961
	Iteration 19Q: 3 clusters Score -745164.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -745234.375000 Penalty: 4511.084961
	Iteration 20F: 3 clusters Score -745234.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -745319.375000 Penalty: 4511.084961
	Iteration 21Q: 3 clusters Score -745319.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -745400.812500 Penalty: 4511.084961
	Iteration 22Q: 3 clusters Score -745400.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -745514.125000 Penalty: 4511.084961
	Iteration 23Q: 3 clusters Score -745514.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -745634.187500 Penalty: 4511.084961
	Iteration 24Q: 3 clusters Score -745634.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -745756.125000 Penalty: 4511.084961
	Iteration 25Q: 3 clusters Score -745756.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -745898.062500 Penalty: 4511.084961
	Iteration 26Q: 3 clusters Score -745898.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -746066.625000 Penalty: 4511.084961
	Iteration 27Q: 3 clusters Score -746066.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -746227.375000 Penalty: 4511.084961
	Iteration 28Q: 3 clusters Score -746227.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -746372.000000 Penalty: 4511.084961
	Iteration 29Q: 3 clusters Score -746372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -746470.625000 Penalty: 4511.084961
	Iteration 30Q: 3 clusters Score -746470.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -746548.937500 Penalty: 4511.084961
	Iteration 31Q: 3 clusters Score -746548.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -746599.187500 Penalty: 4511.084961
	Iteration 32Q: 3 clusters Score -746599.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -746642.687500 Penalty: 4511.084961
	Iteration 33Q: 3 clusters Score -746642.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -746683.062500 Penalty: 4511.084961
	Iteration 34Q: 3 clusters Score -746683.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -746733.250000 Penalty: 4511.084961
	Iteration 35Q: 3 clusters Score -746733.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -746775.000000 Penalty: 4511.084961
	Iteration 36Q: 3 clusters Score -746775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -746807.562500 Penalty: 4511.084961
	Iteration 37Q: 3 clusters Score -746807.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -746829.937500 Penalty: 4511.084961
	Iteration 38Q: 3 clusters Score -746829.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -746852.500000 Penalty: 4511.084961
	Iteration 39Q: 3 clusters Score -746852.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -746867.375000 Penalty: 4511.084961
	Iteration 40F: 3 clusters Score -746867.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -746882.125000 Penalty: 4511.084961
	Iteration 41Q: 3 clusters Score -746882.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -746895.375000 Penalty: 4511.084961
	Iteration 42Q: 3 clusters Score -746895.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -746901.937500 Penalty: 4511.084961
	Iteration 43Q: 3 clusters Score -746901.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -746911.125000 Penalty: 4511.084961
	Iteration 44Q: 3 clusters Score -746911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -746918.812500 Penalty: 4511.084961
	Iteration 45Q: 3 clusters Score -746918.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -746927.062500 Penalty: 4511.084961
	Iteration 46Q: 3 clusters Score -746927.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -746933.625000 Penalty: 4511.084961
	Iteration 47Q: 3 clusters Score -746933.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -746942.312500 Penalty: 4511.084961
	Iteration 48Q: 3 clusters Score -746942.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -746947.500000 Penalty: 4511.084961
	Iteration 49Q: 3 clusters Score -746947.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -746956.875000 Penalty: 4511.084961
	Iteration 50Q: 3 clusters Score -746956.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -746964.437500 Penalty: 4511.084961
	Iteration 51Q: 3 clusters Score -746964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -746969.750000 Penalty: 4511.084961
	Iteration 52Q: 3 clusters Score -746969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -746973.937500 Penalty: 4511.084961
	Iteration 53Q: 3 clusters Score -746973.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -746977.375000 Penalty: 4511.084961
	Iteration 54Q: 3 clusters Score -746977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -746976.625000 Penalty: 4511.084961
	Iteration 55Q: 3 clusters Score -746976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -746977.375000 Penalty: 4511.084961
	Iteration 56Q: 3 clusters Score -746977.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -746977.375000 Penalty: 4511.084961
	Iteration 57F: 3 clusters Score -746977.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Entering Unmasked Estep 
Score: -616660.375000 Penalty: 2226.582764
	Iteration 0F: 2 clusters Score -616660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -610260.937500 Penalty: 4453.165527
	Iteration 0F: 3 clusters Score -610260.9 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -612043.187500 Penalty: 4453.165527
	Iteration 1F: 3 clusters Score -612043.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -612290.687500 Penalty: 4453.165527
	Iteration 2F: 3 clusters Score -612290.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -612465.750000 Penalty: 4453.165527
	Iteration 3Q: 3 clusters Score -612465.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -612613.750000 Penalty: 4453.165527
	Iteration 4Q: 3 clusters Score -612613.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -612734.312500 Penalty: 4453.165527
	Iteration 5Q: 3 clusters Score -612734.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -612846.937500 Penalty: 4453.165527
	Iteration 6Q: 3 clusters Score -612846.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -612947.312500 Penalty: 4453.165527
	Iteration 7Q: 3 clusters Score -612947.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -613068.125000 Penalty: 4453.165527
	Iteration 8Q: 3 clusters Score -613068.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -613213.937500 Penalty: 4453.165527
	Iteration 9Q: 3 clusters Score -613213.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -613377.312500 Penalty: 4453.165527
	Iteration 10Q: 3 clusters Score -613377.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -613562.000000 Penalty: 4453.165527
	Iteration 11Q: 3 clusters Score -613562 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -613805.687500 Penalty: 4453.165527
	Iteration 12Q: 3 clusters Score -613805.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -614031.375000 Penalty: 4453.165527
	Iteration 13Q: 3 clusters Score -614031.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -614233.500000 Penalty: 4453.165527
	Iteration 14Q: 3 clusters Score -614233.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -614417.812500 Penalty: 4453.165527
	Iteration 15Q: 3 clusters Score -614417.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -614578.000000 Penalty: 4453.165527
	Iteration 16Q: 3 clusters Score -614578 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -614710.312500 Penalty: 4453.165527
	Iteration 17Q: 3 clusters Score -614710.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -614831.625000 Penalty: 4453.165527
	Iteration 18Q: 3 clusters Score -614831.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -614919.312500 Penalty: 4453.165527
	Iteration 19Q: 3 clusters Score -614919.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -614994.187500 Penalty: 4453.165527
	Iteration 20F: 3 clusters Score -614994.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -615054.375000 Penalty: 4453.165527
	Iteration 21Q: 3 clusters Score -615054.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -615139.875000 Penalty: 4453.165527
	Iteration 22Q: 3 clusters Score -615139.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -615229.062500 Penalty: 4453.165527
	Iteration 23Q: 3 clusters Score -615229.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -615338.187500 Penalty: 4453.165527
	Iteration 24Q: 3 clusters Score -615338.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -615456.062500 Penalty: 4453.165527
	Iteration 25Q: 3 clusters Score -615456.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -615568.312500 Penalty: 4453.165527
	Iteration 26Q: 3 clusters Score -615568.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -615634.750000 Penalty: 4453.165527
	Iteration 27Q: 3 clusters Score -615634.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -615673.250000 Penalty: 4453.165527
	Iteration 28Q: 3 clusters Score -615673.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -615689.937500 Penalty: 4453.165527
	Iteration 29Q: 3 clusters Score -615689.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -615698.687500 Penalty: 4453.165527
	Iteration 30Q: 3 clusters Score -615698.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -615707.125000 Penalty: 4453.165527
	Iteration 31Q: 3 clusters Score -615707.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -615711.687500 Penalty: 4453.165527
	Iteration 32Q: 3 clusters Score -615711.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -615715.812500 Penalty: 4453.165527
	Iteration 33Q: 3 clusters Score -615715.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -615717.625000 Penalty: 4453.165527
	Iteration 34Q: 3 clusters Score -615717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -615720.562500 Penalty: 4453.165527
	Iteration 35Q: 3 clusters Score -615720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -615723.000000 Penalty: 4453.165527
	Iteration 36Q: 3 clusters Score -615723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -615725.187500 Penalty: 4453.165527
	Iteration 37Q: 3 clusters Score -615725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -615725.062500 Penalty: 4453.165527
	Iteration 38Q: 3 clusters Score -615725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -615726.812500 Penalty: 4453.165527
	Iteration 39Q: 3 clusters Score -615726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -615728.812500 Penalty: 4453.165527
	Iteration 40F: 3 clusters Score -615728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -615732.437500 Penalty: 4453.165527
	Iteration 41Q: 3 clusters Score -615732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -615732.312500 Penalty: 4453.165527
	Iteration 42Q: 3 clusters Score -615732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -615732.312500 Penalty: 4453.165527
	Iteration 43Q: 3 clusters Score -615732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -615734.437500 Penalty: 4453.165527
	Iteration 44Q: 3 clusters Score -615734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -615734.000000 Penalty: 4453.165527
	Iteration 45Q: 3 clusters Score -615734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -615735.812500 Penalty: 4453.165527
	Iteration 46Q: 3 clusters Score -615735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -615736.125000 Penalty: 4453.165527
	Iteration 47Q: 3 clusters Score -615736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -615737.500000 Penalty: 4453.165527
	Iteration 48Q: 3 clusters Score -615737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -615737.500000 Penalty: 4453.165527
	Iteration 49F: 3 clusters Score -615737.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Entering Unmasked Estep 
Score: -2257758.000000 Penalty: 2533.058350
	Iteration 0F: 2 clusters Score -2257758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2238990.250000 Penalty: 5066.116699
	Iteration 0F: 3 clusters Score -2238990 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2245876.250000 Penalty: 5066.116699
	Iteration 1F: 3 clusters Score -2245876 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2246781.250000 Penalty: 5066.116699
	Iteration 2F: 3 clusters Score -2246781 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2247918.000000 Penalty: 5066.116699
	Iteration 3F: 3 clusters Score -2247918 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2249194.000000 Penalty: 5066.116699
	Iteration 4F: 3 clusters Score -2249194 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2250561.000000 Penalty: 5066.116699
	Iteration 5F: 3 clusters Score -2250561 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2251968.750000 Penalty: 5066.116699
	Iteration 6F: 3 clusters Score -2251969 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2253277.000000 Penalty: 5066.116699
	Iteration 7F: 3 clusters Score -2253277 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2254333.500000 Penalty: 5066.116699
	Iteration 8F: 3 clusters Score -2254334 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2255100.500000 Penalty: 5066.116699
	Iteration 9Q: 3 clusters Score -2255100 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2255597 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2255910 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2256094.500000 Penalty: 5066.116699
	Iteration 12Q: 3 clusters Score -2256094 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2256240.250000 Penalty: 5066.116699
	Iteration 13Q: 3 clusters Score -2256240 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2256350.000000 Penalty: 5066.116699
	Iteration 14Q: 3 clusters Score -2256350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2256444.750000 Penalty: 5066.116699
	Iteration 15Q: 3 clusters Score -2256445 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2256514.000000 Penalty: 5066.116699
	Iteration 16Q: 3 clusters Score -2256514 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2256593.000000 Penalty: 5066.116699
	Iteration 17Q: 3 clusters Score -2256593 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2256642.000000 Penalty: 5066.116699
	Iteration 18Q: 3 clusters Score -2256642 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2256689.000000 Penalty: 5066.116699
	Iteration 19Q: 3 clusters Score -2256689 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2256731.000000 Penalty: 5066.116699
	Iteration 20F: 3 clusters Score -2256731 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2256788.750000 Penalty: 5066.116699
	Iteration 21Q: 3 clusters Score -2256789 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2256843.000000 Penalty: 5066.116699
	Iteration 22Q: 3 clusters Score -2256843 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2256897.250000 Penalty: 5066.116699
	Iteration 23Q: 3 clusters Score -2256897 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2256941.250000 Penalty: 5066.116699
	Iteration 24Q: 3 clusters Score -2256941 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2256986.000000 Penalty: 5066.116699
	Iteration 25Q: 3 clusters Score -2256986 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2257035.000000 Penalty: 5066.116699
	Iteration 26Q: 3 clusters Score -2257035 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2257056.750000 Penalty: 5066.116699
	Iteration 27Q: 3 clusters Score -2257057 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2257087.000000 Penalty: 5066.116699
	Iteration 28Q: 3 clusters Score -2257087 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2257112.250000 Penalty: 5066.116699
	Iteration 29Q: 3 clusters Score -2257112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2257139.750000 Penalty: 5066.116699
	Iteration 30Q: 3 clusters Score -2257140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2257167.500000 Penalty: 5066.116699
	Iteration 31Q: 3 clusters Score -2257168 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2257192.500000 Penalty: 5066.116699
	Iteration 32Q: 3 clusters Score -2257192 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2257230.250000 Penalty: 5066.116699
	Iteration 33Q: 3 clusters Score -2257230 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2257273.000000 Penalty: 5066.116699
	Iteration 34Q: 3 clusters Score -2257273 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2257301.000000 Penalty: 5066.116699
	Iteration 35Q: 3 clusters Score -2257301 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2257336.500000 Penalty: 5066.116699
	Iteration 36Q: 3 clusters Score -2257336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2257358.250000 Penalty: 5066.116699
	Iteration 37Q: 3 clusters Score -2257358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2257379.500000 Penalty: 5066.116699
	Iteration 38Q: 3 clusters Score -2257380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2257411.000000 Penalty: 5066.116699
	Iteration 39Q: 3 clusters Score -2257411 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2257430.750000 Penalty: 5066.116699
	Iteration 40F: 3 clusters Score -2257431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2257451.250000 Penalty: 5066.116699
	Iteration 41Q: 3 clusters Score -2257451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2257466.000000 Penalty: 5066.116699
	Iteration 42Q: 3 clusters Score -2257466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2257471.000000 Penalty: 5066.116699
	Iteration 43Q: 3 clusters Score -2257471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -2257484.000000 Penalty: 5066.116699
	Iteration 44Q: 3 clusters Score -2257484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2257488.500000 Penalty: 5066.116699
	Iteration 45Q: 3 clusters Score -2257488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2257496.250000 Penalty: 5066.116699
	Iteration 46Q: 3 clusters Score -2257496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2257501.250000 Penalty: 5066.116699
	Iteration 47Q: 3 clusters Score -2257501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2257507.000000 Penalty: 5066.116699
	Iteration 48Q: 3 clusters Score -2257507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2257514.250000 Penalty: 5066.116699
	Iteration 49Q: 3 clusters Score -2257514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2257521.750000 Penalty: 5066.116699
	Iteration 50Q: 3 clusters Score -2257522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2257532.500000 Penalty: 5066.116699
	Iteration 51Q: 3 clusters Score -2257532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2257532.750000 Penalty: 5066.116699
	Iteration 52Q: 3 clusters Score -2257533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2257527.250000 Penalty: 5066.116699
	Iteration 53Q: 3 clusters Score -2257527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2257532.000000 Penalty: 5066.116699
	Iteration 54Q: 3 clusters Score -2257532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2257528.750000 Penalty: 5066.116699
	Iteration 55Q: 3 clusters Score -2257529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2257528.500000 Penalty: 5066.116699
	Iteration 56Q: 3 clusters Score -2257528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2257540.500000 Penalty: 5066.116699
	Iteration 57Q: 3 clusters Score -2257540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2257540.500000 Penalty: 5066.116699
	Iteration 58Q: 3 clusters Score -2257540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2257542.750000 Penalty: 5066.116699
	Iteration 59Q: 3 clusters Score -2257543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2257542.000000 Penalty: 5066.116699
	Iteration 60F: 3 clusters Score -2257542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2257540.250000 Penalty: 5066.116699
	Iteration 61Q: 3 clusters Score -2257540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2257547.000000 Penalty: 5066.116699
	Iteration 62Q: 3 clusters Score -2257547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2257546.250000 Penalty: 5066.116699
	Iteration 63Q: 3 clusters Score -2257546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2257543.500000 Penalty: 5066.116699
	Iteration 64Q: 3 clusters Score -2257544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2257544.750000 Penalty: 5066.116699
	Iteration 65Q: 3 clusters Score -2257545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2257544.750000 Penalty: 5066.116699
	Iteration 66Q: 3 clusters Score -2257545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2257546.750000 Penalty: 5066.116699
	Iteration 67Q: 3 clusters Score -2257547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2257543.750000 Penalty: 5066.116699
	Iteration 68Q: 3 clusters Score -2257544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2257542.750000 Penalty: 5066.116699
	Iteration 69Q: 3 clusters Score -2257543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2257545.250000 Penalty: 5066.116699
	Iteration 70Q: 3 clusters Score -2257545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2257546.250000 Penalty: 5066.116699
	Iteration 71Q: 3 clusters Score -2257546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2257548.750000 Penalty: 5066.116699
	Iteration 72Q: 3 clusters Score -2257549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2257549.500000 Penalty: 5066.116699
	Iteration 73Q: 3 clusters Score -2257550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2257550.000000 Penalty: 5066.116699
	Iteration 74Q: 3 clusters Score -2257550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2257550.750000 Penalty: 5066.116699
	Iteration 75Q: 3 clusters Score -2257551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2257553.000000 Penalty: 5066.116699
	Iteration 76Q: 3 clusters Score -2257553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2257549.000000 Penalty: 5066.116699
	Iteration 77Q: 3 clusters Score -2257549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2257549.000000 Penalty: 5066.116699
	Iteration 78Q: 3 clusters Score -2257549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2257551.000000 Penalty: 5066.116699
	Iteration 79Q: 3 clusters Score -2257551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2257547.750000 Penalty: 5066.116699
	Iteration 80F: 3 clusters Score -2257548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2257550.000000 Penalty: 5066.116699
	Iteration 81Q: 3 clusters Score -2257550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2257553.000000 Penalty: 5066.116699
	Iteration 82Q: 3 clusters Score -2257553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2257554.500000 Penalty: 5066.116699
	Iteration 83Q: 3 clusters Score -2257554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2257552.000000 Penalty: 5066.116699
	Iteration 84Q: 3 clusters Score -2257552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2257551.000000 Penalty: 5066.116699
	Iteration 85Q: 3 clusters Score -2257551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2257551.000000 Penalty: 5066.116699
	Iteration 86Q: 3 clusters Score -2257551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2257552.000000 Penalty: 5066.116699
	Iteration 87Q: 3 clusters Score -2257552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2257549.750000 Penalty: 5066.116699
	Iteration 88Q: 3 clusters Score -2257550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2257549.500000 Penalty: 5066.116699
	Iteration 89Q: 3 clusters Score -2257550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2257548.000000 Penalty: 5066.116699
	Iteration 90Q: 3 clusters Score -2257548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2257548.000000 Penalty: 5066.116699
	Iteration 91F: 3 clusters Score -2257548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -775764.125000 Penalty: 2287.979004
	Iteration 0F: 2 clusters Score -775764.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -768008.875000 Penalty: 4575.958008
	Iteration 0F: 3 clusters Score -768008.9 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -770662.125000 Penalty: 4575.958008
	Iteration 1F: 3 clusters Score -770662.1 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -771449.750000 Penalty: 4575.958008
	Iteration 2F: 3 clusters Score -771449.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -772221.500000 Penalty: 4575.958008
	Iteration 3F: 3 clusters Score -772221.5 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -772983.625000 Penalty: 4575.958008
	Iteration 4F: 3 clusters Score -772983.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -773612.312500 Penalty: 4575.958008
	Iteration 5F: 3 clusters Score -773612.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -774111.625000 Penalty: 4575.958008
	Iteration 6F: 3 clusters Score -774111.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -774517.062500 Penalty: 4575.958008
	Iteration 7Q: 3 clusters Score -774517.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -774843.000000 Penalty: 4575.958008
	Iteration 8Q: 3 clusters Score -774843 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -775044.812500 Penalty: 4575.958008
	Iteration 9Q: 3 clusters Score -775044.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -775155.187500 Penalty: 4575.958008
	Iteration 10Q: 3 clusters Score -775155.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -775205.062500 Penalty: 4575.958008
	Iteration 11Q: 3 clusters Score -775205.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -775233.062500 Penalty: 4575.958008
	Iteration 12Q: 3 clusters Score -775233.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -775246.187500 Penalty: 4575.958008
	Iteration 13Q: 3 clusters Score -775246.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -775259.687500 Penalty: 4575.958008
	Iteration 14Q: 3 clusters Score -775259.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -775274.812500 Penalty: 4575.958008
	Iteration 15Q: 3 clusters Score -775274.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -775284.062500 Penalty: 4575.958008
	Iteration 16Q: 3 clusters Score -775284.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -775287.500000 Penalty: 4575.958008
	Iteration 17Q: 3 clusters Score -775287.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -775292.250000 Penalty: 4575.958008
	Iteration 18Q: 3 clusters Score -775292.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -775296.000000 Penalty: 4575.958008
	Iteration 19Q: 3 clusters Score -775296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -775299.437500 Penalty: 4575.958008
	Iteration 20F: 3 clusters Score -775299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -775300.625000 Penalty: 4575.958008
	Iteration 21Q: 3 clusters Score -775300.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -775305.937500 Penalty: 4575.958008
	Iteration 22Q: 3 clusters Score -775305.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -775304.000000 Penalty: 4575.958008
	Iteration 23Q: 3 clusters Score -775304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -775304.937500 Penalty: 4575.958008
	Iteration 24Q: 3 clusters Score -775304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -775305.750000 Penalty: 4575.958008
	Iteration 25Q: 3 clusters Score -775305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -775306.625000 Penalty: 4575.958008
	Iteration 26Q: 3 clusters Score -775306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -775307.000000 Penalty: 4575.958008
	Iteration 27Q: 3 clusters Score -775307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -775308.062500 Penalty: 4575.958008
	Iteration 28Q: 3 clusters Score -775308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -775308.125000 Penalty: 4575.958008
	Iteration 29Q: 3 clusters Score -775308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -775307.500000 Penalty: 4575.958008
	Iteration 30Q: 3 clusters Score -775307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -775309.437500 Penalty: 4575.958008
	Iteration 31Q: 3 clusters Score -775309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -775308.812500 Penalty: 4575.958008
	Iteration 32Q: 3 clusters Score -775308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -775308.812500 Penalty: 4575.958008
	Iteration 33F: 3 clusters Score -775308.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -1027521.312500 Penalty: 2343.382080
	Iteration 0F: 2 clusters Score -1027521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1018112.312500 Penalty: 4686.764160
	Iteration 0F: 3 clusters Score -1018112 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1021036.187500 Penalty: 4686.764160
	Iteration 1F: 3 clusters Score -1021036 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1021446.500000 Penalty: 4686.764160
	Iteration 2F: 3 clusters Score -1021446 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1021821.062500 Penalty: 4686.764160
	Iteration 3F: 3 clusters Score -1021821 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1022122.750000 Penalty: 4686.764160
	Iteration 4F: 3 clusters Score -1022123 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1022367.000000 Penalty: 4686.764160
	Iteration 5Q: 3 clusters Score -1022367 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1022594.312500 Penalty: 4686.764160
	Iteration 6Q: 3 clusters Score -1022594 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1022809.500000 Penalty: 4686.764160
	Iteration 7Q: 3 clusters Score -1022810 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1022983.312500 Penalty: 4686.764160
	Iteration 8Q: 3 clusters Score -1022983 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1023133.312500 Penalty: 4686.764160
	Iteration 9Q: 3 clusters Score -1023133 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1023267.875000 Penalty: 4686.764160
	Iteration 10Q: 3 clusters Score -1023268 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1023395.500000 Penalty: 4686.764160
	Iteration 11Q: 3 clusters Score -1023396 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1023499.187500 Penalty: 4686.764160
	Iteration 12Q: 3 clusters Score -1023499 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1023590.000000 Penalty: 4686.764160
	Iteration 13Q: 3 clusters Score -1023590 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1023665.500000 Penalty: 4686.764160
	Iteration 14Q: 3 clusters Score -1023666 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1023739.687500 Penalty: 4686.764160
	Iteration 15Q: 3 clusters Score -1023740 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1023813.937500 Penalty: 4686.764160
	Iteration 16Q: 3 clusters Score -1023814 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1023885.625000 Penalty: 4686.764160
	Iteration 17Q: 3 clusters Score -1023886 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1023957.437500 Penalty: 4686.764160
	Iteration 18Q: 3 clusters Score -1023957 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1024029.062500 Penalty: 4686.764160
	Iteration 19Q: 3 clusters Score -1024029 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1024088.500000 Penalty: 4686.764160
	Iteration 20F: 3 clusters Score -1024088 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1024146.000000 Penalty: 4686.764160
	Iteration 21Q: 3 clusters Score -1024146 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1024197.375000 Penalty: 4686.764160
	Iteration 22Q: 3 clusters Score -1024197 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1024264.812500 Penalty: 4686.764160
	Iteration 23Q: 3 clusters Score -1024265 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1024324.312500 Penalty: 4686.764160
	Iteration 24Q: 3 clusters Score -1024324 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1024387.687500 Penalty: 4686.764160
	Iteration 25Q: 3 clusters Score -1024388 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1024443.750000 Penalty: 4686.764160
	Iteration 26Q: 3 clusters Score -1024444 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1024497.125000 Penalty: 4686.764160
	Iteration 27Q: 3 clusters Score -1024497 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1024540.750000 Penalty: 4686.764160
	Iteration 28Q: 3 clusters Score -1024541 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1024577.812500 Penalty: 4686.764160
	Iteration 29Q: 3 clusters Score -1024578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1024597.125000 Penalty: 4686.764160
	Iteration 30Q: 3 clusters Score -1024597 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1024622.000000 Penalty: 4686.764160
	Iteration 31Q: 3 clusters Score -1024622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1024645.875000 Penalty: 4686.764160
	Iteration 32Q: 3 clusters Score -1024646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1024666.625000 Penalty: 4686.764160
	Iteration 33Q: 3 clusters Score -1024667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1024689.437500 Penalty: 4686.764160
	Iteration 34Q: 3 clusters Score -1024689 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1024711.000000 Penalty: 4686.764160
	Iteration 35Q: 3 clusters Score -1024711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1024735.625000 Penalty: 4686.764160
	Iteration 36Q: 3 clusters Score -1024736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1024769.625000 Penalty: 4686.764160
	Iteration 37Q: 3 clusters Score -1024770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1024797.562500 Penalty: 4686.764160
	Iteration 38Q: 3 clusters Score -1024798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1024827.562500 Penalty: 4686.764160
	Iteration 39Q: 3 clusters Score -1024828 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1024860.500000 Penalty: 4686.764160
	Iteration 40F: 3 clusters Score -1024860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1024891.187500 Penalty: 4686.764160
	Iteration 41Q: 3 clusters Score -1024891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1024918.250000 Penalty: 4686.764160
	Iteration 42Q: 3 clusters Score -1024918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1024947.937500 Penalty: 4686.764160
	Iteration 43Q: 3 clusters Score -1024948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1024982.562500 Penalty: 4686.764160
	Iteration 44Q: 3 clusters Score -1024983 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1025015.875000 Penalty: 4686.764160
	Iteration 45Q: 3 clusters Score -1025016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1025060.000000 Penalty: 4686.764160
	Iteration 46Q: 3 clusters Score -1025060 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1025116.312500 Penalty: 4686.764160
	Iteration 47Q: 3 clusters Score -1025116 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1025173.312500 Penalty: 4686.764160
	Iteration 48Q: 3 clusters Score -1025173 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1025215.750000 Penalty: 4686.764160
	Iteration 49Q: 3 clusters Score -1025216 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1025266.000000 Penalty: 4686.764160
	Iteration 50Q: 3 clusters Score -1025266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1025312.750000 Penalty: 4686.764160
	Iteration 51Q: 3 clusters Score -1025313 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1025364.312500 Penalty: 4686.764160
	Iteration 52Q: 3 clusters Score -1025364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1025418.437500 Penalty: 4686.764160
	Iteration 53Q: 3 clusters Score -1025418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1025457.500000 Penalty: 4686.764160
	Iteration 54Q: 3 clusters Score -1025458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1025502.937500 Penalty: 4686.764160
	Iteration 55Q: 3 clusters Score -1025503 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1025544.812500 Penalty: 4686.764160
	Iteration 56Q: 3 clusters Score -1025545 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1025575.687500 Penalty: 4686.764160
	Iteration 57Q: 3 clusters Score -1025576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1025602.687500 Penalty: 4686.764160
	Iteration 58Q: 3 clusters Score -1025603 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1025621.187500 Penalty: 4686.764160
	Iteration 59Q: 3 clusters Score -1025621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1025636.125000 Penalty: 4686.764160
	Iteration 60F: 3 clusters Score -1025636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1025654.500000 Penalty: 4686.764160
	Iteration 61Q: 3 clusters Score -1025654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1025667.000000 Penalty: 4686.764160
	Iteration 62Q: 3 clusters Score -1025667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1025676.437500 Penalty: 4686.764160
	Iteration 63Q: 3 clusters Score -1025676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1025681.875000 Penalty: 4686.764160
	Iteration 64Q: 3 clusters Score -1025682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1025685.812500 Penalty: 4686.764160
	Iteration 65Q: 3 clusters Score -1025686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1025689.187500 Penalty: 4686.764160
	Iteration 66Q: 3 clusters Score -1025689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1025694.750000 Penalty: 4686.764160
	Iteration 67Q: 3 clusters Score -1025695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1025702.250000 Penalty: 4686.764160
	Iteration 68Q: 3 clusters Score -1025702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1025705.625000 Penalty: 4686.764160
	Iteration 69Q: 3 clusters Score -1025706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1025708.625000 Penalty: 4686.764160
	Iteration 70Q: 3 clusters Score -1025709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1025713.000000 Penalty: 4686.764160
	Iteration 71Q: 3 clusters Score -1025713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1025721.937500 Penalty: 4686.764160
	Iteration 72Q: 3 clusters Score -1025722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1025724.562500 Penalty: 4686.764160
	Iteration 73Q: 3 clusters Score -1025725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1025727.125000 Penalty: 4686.764160
	Iteration 74Q: 3 clusters Score -1025727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1025733.250000 Penalty: 4686.764160
	Iteration 75Q: 3 clusters Score -1025733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1025739.125000 Penalty: 4686.764160
	Iteration 76Q: 3 clusters Score -1025739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1025745.125000 Penalty: 4686.764160
	Iteration 77Q: 3 clusters Score -1025745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1025745.937500 Penalty: 4686.764160
	Iteration 78Q: 3 clusters Score -1025746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1025749.562500 Penalty: 4686.764160
	Iteration 79Q: 3 clusters Score -1025750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1025754.000000 Penalty: 4686.764160
	Iteration 80F: 3 clusters Score -1025754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1025756.812500 Penalty: 4686.764160
	Iteration 81Q: 3 clusters Score -1025757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1025756.750000 Penalty: 4686.764160
	Iteration 82Q: 3 clusters Score -1025757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1025759.312500 Penalty: 4686.764160
	Iteration 83Q: 3 clusters Score -1025759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1025760.312500 Penalty: 4686.764160
	Iteration 84Q: 3 clusters Score -1025760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1025763.312500 Penalty: 4686.764160
	Iteration 85Q: 3 clusters Score -1025763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1025763.000000 Penalty: 4686.764160
	Iteration 86Q: 3 clusters Score -1025763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1025764.375000 Penalty: 4686.764160
	Iteration 87Q: 3 clusters Score -1025764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1025765.000000 Penalty: 4686.764160
	Iteration 88Q: 3 clusters Score -1025765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1025768.500000 Penalty: 4686.764160
	Iteration 89Q: 3 clusters Score -1025768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1025768.125000 Penalty: 4686.764160
	Iteration 90Q: 3 clusters Score -1025768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1025768.687500 Penalty: 4686.764160
	Iteration 91Q: 3 clusters Score -1025769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1025773.187500 Penalty: 4686.764160
	Iteration 92Q: 3 clusters Score -1025773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1025774.937500 Penalty: 4686.764160
	Iteration 93Q: 3 clusters Score -1025775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1025774.312500 Penalty: 4686.764160
	Iteration 94Q: 3 clusters Score -1025774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1025775.000000 Penalty: 4686.764160
	Iteration 95Q: 3 clusters Score -1025775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1025777.812500 Penalty: 4686.764160
	Iteration 96Q: 3 clusters Score -1025778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1025775.750000 Penalty: 4686.764160
	Iteration 97Q: 3 clusters Score -1025776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1025775.750000 Penalty: 4686.764160
	Iteration 98F: 3 clusters Score -1025776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Entering Unmasked Estep 
Score: -1464983.625000 Penalty: 2414.795410
	Iteration 0F: 2 clusters Score -1464984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1453012.250000 Penalty: 4829.590820
	Iteration 0F: 3 clusters Score -1453012 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1457102.875000 Penalty: 4829.590820
	Iteration 1F: 3 clusters Score -1457103 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1457676.250000 Penalty: 4829.590820
	Iteration 2F: 3 clusters Score -1457676 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1458207.875000 Penalty: 4829.590820
	Iteration 3F: 3 clusters Score -1458208 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1458762.375000 Penalty: 4829.590820
	Iteration 4F: 3 clusters Score -1458762 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1459299.625000 Penalty: 4829.590820
	Iteration 5F: 3 clusters Score -1459300 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1459819.375000 Penalty: 4829.590820
	Iteration 6F: 3 clusters Score -1459819 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1460270.125000 Penalty: 4829.590820
	Iteration 7Q: 3 clusters Score -1460270 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1460597.000000 Penalty: 4829.590820
	Iteration 8Q: 3 clusters Score -1460597 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1460846.750000 Penalty: 4829.590820
	Iteration 9Q: 3 clusters Score -1460847 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1461030.625000 Penalty: 4829.590820
	Iteration 10Q: 3 clusters Score -1461031 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1461180.125000 Penalty: 4829.590820
	Iteration 11Q: 3 clusters Score -1461180 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1461298.375000 Penalty: 4829.590820
	Iteration 12Q: 3 clusters Score -1461298 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1461404.125000 Penalty: 4829.590820
	Iteration 13Q: 3 clusters Score -1461404 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1461483.250000 Penalty: 4829.590820
	Iteration 14Q: 3 clusters Score -1461483 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1461548.375000 Penalty: 4829.590820
	Iteration 15Q: 3 clusters Score -1461548 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1461603.000000 Penalty: 4829.590820
	Iteration 16Q: 3 clusters Score -1461603 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1461652.250000 Penalty: 4829.590820
	Iteration 17Q: 3 clusters Score -1461652 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1461703.125000 Penalty: 4829.590820
	Iteration 18Q: 3 clusters Score -1461703 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1461776.125000 Penalty: 4829.590820
	Iteration 19Q: 3 clusters Score -1461776 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1461886.500000 Penalty: 4829.590820
	Iteration 20F: 3 clusters Score -1461886 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1462102.125000 Penalty: 4829.590820
	Iteration 21Q: 3 clusters Score -1462102 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1462663.500000 Penalty: 4829.590820
	Iteration 22Q: 3 clusters Score -1462664 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1463880.500000 Penalty: 4829.590820
	Iteration 23Q: 3 clusters Score -1463880 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1464580.750000 Penalty: 4829.590820
	Iteration 24Q: 3 clusters Score -1464581 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1464892.625000 Penalty: 4829.590820
	Iteration 25Q: 3 clusters Score -1464893 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1465174.000000 Penalty: 4829.590820
	Iteration 26Q: 3 clusters Score -1465174 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1465431.750000 Penalty: 4829.590820
	Iteration 27Q: 3 clusters Score -1465432 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1465710.375000 Penalty: 4829.590820
	Iteration 28Q: 3 clusters Score -1465710 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1466027.750000 Penalty: 4829.590820
	Iteration 29Q: 3 clusters Score -1466028 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1466393.875000 Penalty: 4829.590820
	Iteration 30Q: 3 clusters Score -1466394 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1466825.500000 Penalty: 4829.590820
	Iteration 31Q: 3 clusters Score -1466826 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1467290.375000 Penalty: 4829.590820
	Iteration 32Q: 3 clusters Score -1467290 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1467667.625000 Penalty: 4829.590820
	Iteration 33Q: 3 clusters Score -1467668 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1467933.000000 Penalty: 4829.590820
	Iteration 34Q: 3 clusters Score -1467933 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1468111.875000 Penalty: 4829.590820
	Iteration 35Q: 3 clusters Score -1468112 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1468231.125000 Penalty: 4829.590820
	Iteration 36Q: 3 clusters Score -1468231 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1468315.375000 Penalty: 4829.590820
	Iteration 37Q: 3 clusters Score -1468315 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1468371.000000 Penalty: 4829.590820
	Iteration 38Q: 3 clusters Score -1468371 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1468433.875000 Penalty: 4829.590820
	Iteration 39Q: 3 clusters Score -1468434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1468712.500000 Penalty: 4829.590820
	Iteration 40F: 3 clusters Score -1468712 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1468974.000000 Penalty: 4829.590820
	Iteration 41Q: 3 clusters Score -1468974 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1469142.500000 Penalty: 4829.590820
	Iteration 42Q: 3 clusters Score -1469142 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1469281.500000 Penalty: 4829.590820
	Iteration 43Q: 3 clusters Score -1469282 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1469405.250000 Penalty: 4829.590820
	Iteration 44Q: 3 clusters Score -1469405 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1469538.000000 Penalty: 4829.590820
	Iteration 45Q: 3 clusters Score -1469538 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1469652.875000 Penalty: 4829.590820
	Iteration 46Q: 3 clusters Score -1469653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1469763.000000 Penalty: 4829.590820
	Iteration 47Q: 3 clusters Score -1469763 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1469883.750000 Penalty: 4829.590820
	Iteration 48Q: 3 clusters Score -1469884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1470059.000000 Penalty: 4829.590820
	Iteration 49Q: 3 clusters Score -1470059 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1470202.125000 Penalty: 4829.590820
	Iteration 50Q: 3 clusters Score -1470202 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1470295.000000 Penalty: 4829.590820
	Iteration 51Q: 3 clusters Score -1470295 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1470345.000000 Penalty: 4829.590820
	Iteration 52Q: 3 clusters Score -1470345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1470364.500000 Penalty: 4829.590820
	Iteration 53Q: 3 clusters Score -1470364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1470373.125000 Penalty: 4829.590820
	Iteration 54Q: 3 clusters Score -1470373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1470380.875000 Penalty: 4829.590820
	Iteration 55Q: 3 clusters Score -1470381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1470379.375000 Penalty: 4829.590820
	Iteration 56Q: 3 clusters Score -1470379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1470378.500000 Penalty: 4829.590820
	Iteration 57Q: 3 clusters Score -1470378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1470382.375000 Penalty: 4829.590820
	Iteration 58Q: 3 clusters Score -1470382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1470382.500000 Penalty: 4829.590820
	Iteration 59Q: 3 clusters Score -1470382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1470382.875000 Penalty: 4829.590820
	Iteration 60F: 3 clusters Score -1470383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1470380.500000 Penalty: 4829.590820
	Iteration 61Q: 3 clusters Score -1470380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1470380.875000 Penalty: 4829.590820
	Iteration 62Q: 3 clusters Score -1470381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1470383.375000 Penalty: 4829.590820
	Iteration 63Q: 3 clusters Score -1470383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1470382.000000 Penalty: 4829.590820
	Iteration 64Q: 3 clusters Score -1470382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1470382.000000 Penalty: 4829.590820
	Iteration 65F: 3 clusters Score -1470382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 25694 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 6 contains 12217 members 
Mstep: Class 7 contains 27281 members 
Mstep: Class 8 contains 10155 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 60971 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 136998 members 
Mstep: Class 19 contains 26069 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 46058 members 
Mstep: Class 22 contains 14256 members 
Entering Unmasked Estep 
Score: -38077396.000000 Penalty: 67965.203125
Splitting cluster 10 changes total score from -38072560.000000 to -38077396.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (60971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Entering Unmasked Estep 
Score: -5119655.500000 Penalty: 2732.501953
	Iteration 0F: 2 clusters Score -5119656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -5078902.000000 Penalty: 5465.003906
	Iteration 0F: 3 clusters Score -5078902 nChanged 28298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5096592.500000 Penalty: 5465.003906
	Iteration 1F: 3 clusters Score -5096592 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -5100486.000000 Penalty: 5465.003906
	Iteration 2F: 3 clusters Score -5100486 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -5106665.000000 Penalty: 5465.003906
	Iteration 3F: 3 clusters Score -5106665 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -5114313.000000 Penalty: 5465.003906
	Iteration 4F: 3 clusters Score -5114313 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -5121811.000000 Penalty: 5465.003906
	Iteration 5F: 3 clusters Score -5121811 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -5128461.000000 Penalty: 5465.003906
	Iteration 6F: 3 clusters Score -5128461 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -5132964.500000 Penalty: 5465.003906
	Iteration 7F: 3 clusters Score -5132964 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5134459.000000 Penalty: 5465.003906
	Iteration 8Q: 3 clusters Score -5134459 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -5134782.000000 Penalty: 5465.003906
	Iteration 9Q: 3 clusters Score -5134782 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -5134842.500000 Penalty: 5465.003906
	Iteration 10Q: 3 clusters Score -5134842 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -5134913.500000 Penalty: 5465.003906
	Iteration 11Q: 3 clusters Score -5134914 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -5134946.500000 Penalty: 5465.003906
	Iteration 12Q: 3 clusters Score -5134946 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5134962.000000 Penalty: 5465.003906
	Iteration 13Q: 3 clusters Score -5134962 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -5134966.000000 Penalty: 5465.003906
	Iteration 14Q: 3 clusters Score -5134966 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -5134973.500000 Penalty: 5465.003906
	Iteration 15Q: 3 clusters Score -5134974 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5134996.000000 Penalty: 5465.003906
	Iteration 16Q: 3 clusters Score -5134996 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5135005.000000 Penalty: 5465.003906
	Iteration 17Q: 3 clusters Score -5135005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -5135033.000000 Penalty: 5465.003906
	Iteration 18Q: 3 clusters Score -5135033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5135051.000000 Penalty: 5465.003906
	Iteration 19Q: 3 clusters Score -5135051 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -5135055.000000 Penalty: 5465.003906
	Iteration 20F: 3 clusters Score -5135055 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -5135052.500000 Penalty: 5465.003906
	Iteration 21Q: 3 clusters Score -5135052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -5135081.000000 Penalty: 5465.003906
	Iteration 22Q: 3 clusters Score -5135081 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -5135098.500000 Penalty: 5465.003906
	Iteration 23Q: 3 clusters Score -5135098 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -5135117.000000 Penalty: 5465.003906
	Iteration 24Q: 3 clusters Score -5135117 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -5135154.000000 Penalty: 5465.003906
	Iteration 25Q: 3 clusters Score -5135154 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5135155.500000 Penalty: 5465.003906
	Iteration 26Q: 3 clusters Score -5135156 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -5135209.500000 Penalty: 5465.003906
	Iteration 27Q: 3 clusters Score -5135210 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5135225.000000 Penalty: 5465.003906
	Iteration 28Q: 3 clusters Score -5135225 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -5135245.000000 Penalty: 5465.003906
	Iteration 29Q: 3 clusters Score -5135245 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5135240.500000 Penalty: 5465.003906
	Iteration 30Q: 3 clusters Score -5135240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -5135275.000000 Penalty: 5465.003906
	Iteration 31Q: 3 clusters Score -5135275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -5135265.500000 Penalty: 5465.003906
	Iteration 32Q: 3 clusters Score -5135266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -5135265.000000 Penalty: 5465.003906
	Iteration 33Q: 3 clusters Score -5135265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -5135263.500000 Penalty: 5465.003906
	Iteration 34Q: 3 clusters Score -5135264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -5135259.500000 Penalty: 5465.003906
	Iteration 35Q: 3 clusters Score -5135260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5135265.500000 Penalty: 5465.003906
	Iteration 36Q: 3 clusters Score -5135266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -5135261.500000 Penalty: 5465.003906
	Iteration 37Q: 3 clusters Score -5135262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -5135261.500000 Penalty: 5465.003906
	Iteration 38Q: 3 clusters Score -5135262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -5135261.000000 Penalty: 5465.003906
	Iteration 39Q: 3 clusters Score -5135261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -5135261.000000 Penalty: 5465.003906
	Iteration 40F: 3 clusters Score -5135261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 25694 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 6 contains 12217 members 
Mstep: Class 7 contains 27281 members 
Mstep: Class 8 contains 10155 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 35468 members 
Mstep: Class 12 contains 25503 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 136998 members 
Mstep: Class 19 contains 26069 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 46058 members 
Mstep: Class 22 contains 14256 members 
Entering Unmasked Estep 
Score: -38092632.000000 Penalty: 71201.640625
Splitting cluster 11 changes total score from -38072560.000000 to -38092632.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -255006.187500 Penalty: 2037.120239
	Iteration 0F: 2 clusters Score -255006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -251342.843750 Penalty: 4074.240479
	Iteration 0F: 3 clusters Score -251342.8 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -252304.906250 Penalty: 4074.240479
	Iteration 1F: 3 clusters Score -252304.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -252687.171875 Penalty: 4074.240479
	Iteration 2F: 3 clusters Score -252687.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -252963.234375 Penalty: 4074.240479
	Iteration 3F: 3 clusters Score -252963.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -253249.796875 Penalty: 4074.240479
	Iteration 4F: 3 clusters Score -253249.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -253501.750000 Penalty: 4074.240479
	Iteration 5F: 3 clusters Score -253501.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -253688.125000 Penalty: 4074.240479
	Iteration 6Q: 3 clusters Score -253688.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -253879.890625 Penalty: 4074.240479
	Iteration 7Q: 3 clusters Score -253879.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -254028.578125 Penalty: 4074.240479
	Iteration 8Q: 3 clusters Score -254028.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -254176.500000 Penalty: 4074.240479
	Iteration 9Q: 3 clusters Score -254176.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -254299.734375 Penalty: 4074.240479
	Iteration 10Q: 3 clusters Score -254299.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -254426.078125 Penalty: 4074.240479
	Iteration 11Q: 3 clusters Score -254426.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -254527.515625 Penalty: 4074.240479
	Iteration 12Q: 3 clusters Score -254527.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -254593.890625 Penalty: 4074.240479
	Iteration 13Q: 3 clusters Score -254593.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -254634.000000 Penalty: 4074.240479
	Iteration 14Q: 3 clusters Score -254634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -254664.890625 Penalty: 4074.240479
	Iteration 15Q: 3 clusters Score -254664.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -254682.484375 Penalty: 4074.240479
	Iteration 16Q: 3 clusters Score -254682.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -254697.296875 Penalty: 4074.240479
	Iteration 17Q: 3 clusters Score -254697.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -254710.140625 Penalty: 4074.240479
	Iteration 18Q: 3 clusters Score -254710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -254716.593750 Penalty: 4074.240479
	Iteration 19Q: 3 clusters Score -254716.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -254720.125000 Penalty: 4074.240479
	Iteration 20F: 3 clusters Score -254720.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -254725.781250 Penalty: 4074.240479
	Iteration 21Q: 3 clusters Score -254725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -254729.640625 Penalty: 4074.240479
	Iteration 22Q: 3 clusters Score -254729.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -254734.281250 Penalty: 4074.240479
	Iteration 23Q: 3 clusters Score -254734.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -254740.734375 Penalty: 4074.240479
	Iteration 24Q: 3 clusters Score -254740.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -254747.781250 Penalty: 4074.240479
	Iteration 25Q: 3 clusters Score -254747.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -254757.078125 Penalty: 4074.240479
	Iteration 26Q: 3 clusters Score -254757.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -254766.406250 Penalty: 4074.240479
	Iteration 27Q: 3 clusters Score -254766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -254776.406250 Penalty: 4074.240479
	Iteration 28Q: 3 clusters Score -254776.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -254782.796875 Penalty: 4074.240479
	Iteration 29Q: 3 clusters Score -254782.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -254791.921875 Penalty: 4074.240479
	Iteration 30Q: 3 clusters Score -254791.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -254800.750000 Penalty: 4074.240479
	Iteration 31Q: 3 clusters Score -254800.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -254808.328125 Penalty: 4074.240479
	Iteration 32Q: 3 clusters Score -254808.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -254816.843750 Penalty: 4074.240479
	Iteration 33Q: 3 clusters Score -254816.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -254822.671875 Penalty: 4074.240479
	Iteration 34Q: 3 clusters Score -254822.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -254826.453125 Penalty: 4074.240479
	Iteration 35Q: 3 clusters Score -254826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -254829.796875 Penalty: 4074.240479
	Iteration 36Q: 3 clusters Score -254829.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -254834.828125 Penalty: 4074.240479
	Iteration 37Q: 3 clusters Score -254834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -254839.921875 Penalty: 4074.240479
	Iteration 38Q: 3 clusters Score -254839.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -254845.015625 Penalty: 4074.240479
	Iteration 39Q: 3 clusters Score -254845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -254847.484375 Penalty: 4074.240479
	Iteration 40F: 3 clusters Score -254847.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -254850.796875 Penalty: 4074.240479
	Iteration 41Q: 3 clusters Score -254850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -254855.421875 Penalty: 4074.240479
	Iteration 42Q: 3 clusters Score -254855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -254857.468750 Penalty: 4074.240479
	Iteration 43Q: 3 clusters Score -254857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -254859.703125 Penalty: 4074.240479
	Iteration 44Q: 3 clusters Score -254859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -254859.843750 Penalty: 4074.240479
	Iteration 45Q: 3 clusters Score -254859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -254859.843750 Penalty: 4074.240479
	Iteration 46F: 3 clusters Score -254859.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -228868.828125 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -228868.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -225878.500000 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -225878.5 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -226394.328125 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -226394.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -226524.156250 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -226524.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -226589.218750 Penalty: 3881.519775
	Iteration 3Q: 3 clusters Score -226589.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -226632.562500 Penalty: 3881.519775
	Iteration 4Q: 3 clusters Score -226632.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -226662.890625 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -226662.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -226690.968750 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -226691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -226713.171875 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -226713.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -226725.890625 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -226725.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -226736.875000 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -226736.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -226751.875000 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -226751.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -226764.890625 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -226764.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -226774.187500 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -226774.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -226779.984375 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -226780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -226785.156250 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -226785.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -226789.203125 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -226789.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -226794.125000 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -226794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -226798.875000 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -226798.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -226806.281250 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -226806.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -226809.968750 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -226810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -226811.687500 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -226811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -226813.812500 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -226813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -226815.296875 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -226815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -226815.968750 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -226816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -226817.078125 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -226817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -226820.421875 Penalty: 3881.519775
	Iteration 25Q: 3 clusters Score -226820.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -226827.078125 Penalty: 3881.519775
	Iteration 26Q: 3 clusters Score -226827.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -226831.578125 Penalty: 3881.519775
	Iteration 27Q: 3 clusters Score -226831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -226834.453125 Penalty: 3881.519775
	Iteration 28Q: 3 clusters Score -226834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -226837.578125 Penalty: 3881.519775
	Iteration 29Q: 3 clusters Score -226837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -226838.000000 Penalty: 3881.519775
	Iteration 30Q: 3 clusters Score -226838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -226839.328125 Penalty: 3881.519775
	Iteration 31Q: 3 clusters Score -226839.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -226840.593750 Penalty: 3881.519775
	Iteration 32Q: 3 clusters Score -226840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -226841.453125 Penalty: 3881.519775
	Iteration 33Q: 3 clusters Score -226841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -226841.843750 Penalty: 3881.519775
	Iteration 34Q: 3 clusters Score -226841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -226842.531250 Penalty: 3881.519775
	Iteration 35Q: 3 clusters Score -226842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -226843.265625 Penalty: 3881.519775
	Iteration 36Q: 3 clusters Score -226843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -226843.265625 Penalty: 3881.519775
	Iteration 37F: 3 clusters Score -226843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Entering Unmasked Estep 
Score: -841117.062500 Penalty: 2275.045898
	Iteration 0F: 2 clusters Score -841117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -833780.500000 Penalty: 4550.091797
	Iteration 0F: 3 clusters Score -833780.5 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -835853.687500 Penalty: 4550.091797
	Iteration 1F: 3 clusters Score -835853.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -836119.000000 Penalty: 4550.091797
	Iteration 2F: 3 clusters Score -836119 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -836304.250000 Penalty: 4550.091797
	Iteration 3Q: 3 clusters Score -836304.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -836453.562500 Penalty: 4550.091797
	Iteration 4Q: 3 clusters Score -836453.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -836574.750000 Penalty: 4550.091797
	Iteration 5Q: 3 clusters Score -836574.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -836693.812500 Penalty: 4550.091797
	Iteration 6Q: 3 clusters Score -836693.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -836822.125000 Penalty: 4550.091797
	Iteration 7Q: 3 clusters Score -836822.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -836983.562500 Penalty: 4550.091797
	Iteration 8Q: 3 clusters Score -836983.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -837206.187500 Penalty: 4550.091797
	Iteration 9Q: 3 clusters Score -837206.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -837515.375000 Penalty: 4550.091797
	Iteration 10Q: 3 clusters Score -837515.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -837884.937500 Penalty: 4550.091797
	Iteration 11F: 3 clusters Score -837884.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -838262.750000 Penalty: 4550.091797
	Iteration 12Q: 3 clusters Score -838262.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -838614.250000 Penalty: 4550.091797
	Iteration 13Q: 3 clusters Score -838614.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -838846.562500 Penalty: 4550.091797
	Iteration 14Q: 3 clusters Score -838846.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -838965.687500 Penalty: 4550.091797
	Iteration 15Q: 3 clusters Score -838965.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -839057.437500 Penalty: 4550.091797
	Iteration 16Q: 3 clusters Score -839057.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -839124.812500 Penalty: 4550.091797
	Iteration 17Q: 3 clusters Score -839124.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -839160.875000 Penalty: 4550.091797
	Iteration 18Q: 3 clusters Score -839160.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -839190.687500 Penalty: 4550.091797
	Iteration 19Q: 3 clusters Score -839190.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -839218.500000 Penalty: 4550.091797
	Iteration 20F: 3 clusters Score -839218.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -839240.437500 Penalty: 4550.091797
	Iteration 21Q: 3 clusters Score -839240.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -839254.875000 Penalty: 4550.091797
	Iteration 22Q: 3 clusters Score -839254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -839260.687500 Penalty: 4550.091797
	Iteration 23Q: 3 clusters Score -839260.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -839273.000000 Penalty: 4550.091797
	Iteration 24Q: 3 clusters Score -839273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -839276.312500 Penalty: 4550.091797
	Iteration 25Q: 3 clusters Score -839276.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -839286.125000 Penalty: 4550.091797
	Iteration 26Q: 3 clusters Score -839286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -839294.312500 Penalty: 4550.091797
	Iteration 27Q: 3 clusters Score -839294.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -839299.937500 Penalty: 4550.091797
	Iteration 28Q: 3 clusters Score -839299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -839305.562500 Penalty: 4550.091797
	Iteration 29Q: 3 clusters Score -839305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -839307.250000 Penalty: 4550.091797
	Iteration 30Q: 3 clusters Score -839307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -839309.687500 Penalty: 4550.091797
	Iteration 31Q: 3 clusters Score -839309.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -839311.562500 Penalty: 4550.091797
	Iteration 32Q: 3 clusters Score -839311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -839313.500000 Penalty: 4550.091797
	Iteration 33Q: 3 clusters Score -839313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -839318.125000 Penalty: 4550.091797
	Iteration 34Q: 3 clusters Score -839318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -839322.375000 Penalty: 4550.091797
	Iteration 35Q: 3 clusters Score -839322.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -839327.312500 Penalty: 4550.091797
	Iteration 36Q: 3 clusters Score -839327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -839337.687500 Penalty: 4550.091797
	Iteration 37Q: 3 clusters Score -839337.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -839350.187500 Penalty: 4550.091797
	Iteration 38Q: 3 clusters Score -839350.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -839360.250000 Penalty: 4550.091797
	Iteration 39Q: 3 clusters Score -839360.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -839368.562500 Penalty: 4550.091797
	Iteration 40F: 3 clusters Score -839368.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -839381.250000 Penalty: 4550.091797
	Iteration 41Q: 3 clusters Score -839381.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -839390.562500 Penalty: 4550.091797
	Iteration 42Q: 3 clusters Score -839390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -839390.375000 Penalty: 4550.091797
	Iteration 43Q: 3 clusters Score -839390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -839389.500000 Penalty: 4550.091797
	Iteration 44Q: 3 clusters Score -839389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -839390.562500 Penalty: 4550.091797
	Iteration 45Q: 3 clusters Score -839390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -839390.562500 Penalty: 4550.091797
	Iteration 46F: 3 clusters Score -839390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -645818.937500 Penalty: 2235.401855
	Iteration 0F: 2 clusters Score -645818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -639321.875000 Penalty: 4470.803711
	Iteration 0F: 3 clusters Score -639321.9 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -641290.000000 Penalty: 4470.803711
	Iteration 1F: 3 clusters Score -641290 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -641953.437500 Penalty: 4470.803711
	Iteration 2F: 3 clusters Score -641953.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -642488.250000 Penalty: 4470.803711
	Iteration 3F: 3 clusters Score -642488.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -642894.250000 Penalty: 4470.803711
	Iteration 4F: 3 clusters Score -642894.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -643215.250000 Penalty: 4470.803711
	Iteration 5F: 3 clusters Score -643215.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -643474.250000 Penalty: 4470.803711
	Iteration 6Q: 3 clusters Score -643474.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -643668.062500 Penalty: 4470.803711
	Iteration 7Q: 3 clusters Score -643668.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -643805.687500 Penalty: 4470.803711
	Iteration 8Q: 3 clusters Score -643805.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -643945.187500 Penalty: 4470.803711
	Iteration 9Q: 3 clusters Score -643945.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -644085.187500 Penalty: 4470.803711
	Iteration 10Q: 3 clusters Score -644085.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -644224.312500 Penalty: 4470.803711
	Iteration 11Q: 3 clusters Score -644224.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -644368.812500 Penalty: 4470.803711
	Iteration 12Q: 3 clusters Score -644368.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -644479.437500 Penalty: 4470.803711
	Iteration 13Q: 3 clusters Score -644479.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -644573.187500 Penalty: 4470.803711
	Iteration 14Q: 3 clusters Score -644573.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -644656.125000 Penalty: 4470.803711
	Iteration 15Q: 3 clusters Score -644656.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -644735.687500 Penalty: 4470.803711
	Iteration 16Q: 3 clusters Score -644735.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -644781.250000 Penalty: 4470.803711
	Iteration 17Q: 3 clusters Score -644781.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -644811.375000 Penalty: 4470.803711
	Iteration 18Q: 3 clusters Score -644811.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -644831.812500 Penalty: 4470.803711
	Iteration 19Q: 3 clusters Score -644831.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -644849.437500 Penalty: 4470.803711
	Iteration 20F: 3 clusters Score -644849.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -644862.750000 Penalty: 4470.803711
	Iteration 21Q: 3 clusters Score -644862.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -644878.125000 Penalty: 4470.803711
	Iteration 22Q: 3 clusters Score -644878.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -644893.125000 Penalty: 4470.803711
	Iteration 23Q: 3 clusters Score -644893.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -644904.437500 Penalty: 4470.803711
	Iteration 24Q: 3 clusters Score -644904.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -644914.812500 Penalty: 4470.803711
	Iteration 25Q: 3 clusters Score -644914.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -644923.750000 Penalty: 4470.803711
	Iteration 26Q: 3 clusters Score -644923.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -644926.937500 Penalty: 4470.803711
	Iteration 27Q: 3 clusters Score -644926.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -644930.687500 Penalty: 4470.803711
	Iteration 28Q: 3 clusters Score -644930.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -644933.875000 Penalty: 4470.803711
	Iteration 29Q: 3 clusters Score -644933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -644934.187500 Penalty: 4470.803711
	Iteration 30Q: 3 clusters Score -644934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -644936.125000 Penalty: 4470.803711
	Iteration 31Q: 3 clusters Score -644936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -644937.437500 Penalty: 4470.803711
	Iteration 32Q: 3 clusters Score -644937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -644937.687500 Penalty: 4470.803711
	Iteration 33Q: 3 clusters Score -644937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -644938.000000 Penalty: 4470.803711
	Iteration 34Q: 3 clusters Score -644938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -644941.312500 Penalty: 4470.803711
	Iteration 35Q: 3 clusters Score -644941.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -644945.437500 Penalty: 4470.803711
	Iteration 36Q: 3 clusters Score -644945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -644948.250000 Penalty: 4470.803711
	Iteration 37Q: 3 clusters Score -644948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -644951.187500 Penalty: 4470.803711
	Iteration 38Q: 3 clusters Score -644951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -644953.000000 Penalty: 4470.803711
	Iteration 39Q: 3 clusters Score -644953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -644953.937500 Penalty: 4470.803711
	Iteration 40F: 3 clusters Score -644953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -644954.062500 Penalty: 4470.803711
	Iteration 41Q: 3 clusters Score -644954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -644954.250000 Penalty: 4470.803711
	Iteration 42Q: 3 clusters Score -644954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -644954.625000 Penalty: 4470.803711
	Iteration 43Q: 3 clusters Score -644954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -644954.625000 Penalty: 4470.803711
	Iteration 44F: 3 clusters Score -644954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Entering Unmasked Estep 
Score: -2031316.500000 Penalty: 2498.694336
	Iteration 0F: 2 clusters Score -2031316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2014837.625000 Penalty: 4997.388672
	Iteration 0F: 3 clusters Score -2014838 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2020588.375000 Penalty: 4997.388672
	Iteration 1F: 3 clusters Score -2020588 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2021181.750000 Penalty: 4997.388672
	Iteration 2F: 3 clusters Score -2021182 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2021756.500000 Penalty: 4997.388672
	Iteration 3F: 3 clusters Score -2021756 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2022287.375000 Penalty: 4997.388672
	Iteration 4Q: 3 clusters Score -2022287 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2022843.750000 Penalty: 4997.388672
	Iteration 5Q: 3 clusters Score -2022844 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2023404.625000 Penalty: 4997.388672
	Iteration 6Q: 3 clusters Score -2023405 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2024023.000000 Penalty: 4997.388672
	Iteration 7Q: 3 clusters Score -2024023 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2024730.625000 Penalty: 4997.388672
	Iteration 8Q: 3 clusters Score -2024731 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2025503.625000 Penalty: 4997.388672
	Iteration 9Q: 3 clusters Score -2025504 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2026294.250000 Penalty: 4997.388672
	Iteration 10Q: 3 clusters Score -2026294 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2026996.000000 Penalty: 4997.388672
	Iteration 11Q: 3 clusters Score -2026996 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2027566.000000 Penalty: 4997.388672
	Iteration 12Q: 3 clusters Score -2027566 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2027993.250000 Penalty: 4997.388672
	Iteration 13Q: 3 clusters Score -2027993 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2028234.000000 Penalty: 4997.388672
	Iteration 14Q: 3 clusters Score -2028234 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2028401.375000 Penalty: 4997.388672
	Iteration 15Q: 3 clusters Score -2028401 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2028541.500000 Penalty: 4997.388672
	Iteration 16Q: 3 clusters Score -2028542 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2028627.500000 Penalty: 4997.388672
	Iteration 17Q: 3 clusters Score -2028628 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2028674.125000 Penalty: 4997.388672
	Iteration 18Q: 3 clusters Score -2028674 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2028711.000000 Penalty: 4997.388672
	Iteration 19Q: 3 clusters Score -2028711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2028758.625000 Penalty: 4997.388672
	Iteration 20F: 3 clusters Score -2028759 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2028798.875000 Penalty: 4997.388672
	Iteration 21Q: 3 clusters Score -2028799 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2028844.750000 Penalty: 4997.388672
	Iteration 22Q: 3 clusters Score -2028845 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2028864.625000 Penalty: 4997.388672
	Iteration 23Q: 3 clusters Score -2028865 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2028878.750000 Penalty: 4997.388672
	Iteration 24Q: 3 clusters Score -2028879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2028905.625000 Penalty: 4997.388672
	Iteration 25Q: 3 clusters Score -2028906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2028921.000000 Penalty: 4997.388672
	Iteration 26Q: 3 clusters Score -2028921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2028922.625000 Penalty: 4997.388672
	Iteration 27Q: 3 clusters Score -2028923 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2028929.750000 Penalty: 4997.388672
	Iteration 28Q: 3 clusters Score -2028930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2028943.125000 Penalty: 4997.388672
	Iteration 29Q: 3 clusters Score -2028943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2028947.125000 Penalty: 4997.388672
	Iteration 30Q: 3 clusters Score -2028947 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2028961.375000 Penalty: 4997.388672
	Iteration 31Q: 3 clusters Score -2028961 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2028970.125000 Penalty: 4997.388672
	Iteration 32Q: 3 clusters Score -2028970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2028976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2028997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2029002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2029013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2029017 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2029012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2029011 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2029020 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2029026 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2029035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2029044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2029046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2029042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2029054 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2029056 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2029051.375000 Penalty: 4997.388672
	Iteration 48Q: 3 clusters Score -2029051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2029058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2029061.250000 Penalty: 4997.388672
	Iteration 50Q: 3 clusters Score -2029061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2029070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2029078.000000 Penalty: 4997.388672
	Iteration 52Q: 3 clusters Score -2029078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2029085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2029087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2029086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2029092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2029092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2029098.250000 Penalty: 4997.388672
	Iteration 58Q: 3 clusters Score -2029098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2029103.250000 Penalty: 4997.388672
	Iteration 59Q: 3 clusters Score -2029103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2029108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2029102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2029107 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2029116 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2029125 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2029122 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2029129 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2029138 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2029148 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2029144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2029155.000000 Penalty: 4997.388672
	Iteration 70Q: 3 clusters Score -2029155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2029168.500000 Penalty: 4997.388672
	Iteration 71Q: 3 clusters Score -2029168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2029171.250000 Penalty: 4997.388672
	Iteration 72Q: 3 clusters Score -2029171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2029186.125000 Penalty: 4997.388672
	Iteration 73Q: 3 clusters Score -2029186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2029193.750000 Penalty: 4997.388672
	Iteration 74Q: 3 clusters Score -2029194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2029200.250000 Penalty: 4997.388672
	Iteration 75Q: 3 clusters Score -2029200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2029214.250000 Penalty: 4997.388672
	Iteration 76Q: 3 clusters Score -2029214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2029230.375000 Penalty: 4997.388672
	Iteration 77Q: 3 clusters Score -2029230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2029243.750000 Penalty: 4997.388672
	Iteration 78Q: 3 clusters Score -2029244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2029253.000000 Penalty: 4997.388672
	Iteration 79Q: 3 clusters Score -2029253 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2029270.625000 Penalty: 4997.388672
	Iteration 80F: 3 clusters Score -2029271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2029278.875000 Penalty: 4997.388672
	Iteration 81Q: 3 clusters Score -2029279 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2029283.750000 Penalty: 4997.388672
	Iteration 82Q: 3 clusters Score -2029284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2029295.125000 Penalty: 4997.388672
	Iteration 83Q: 3 clusters Score -2029295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2029304.875000 Penalty: 4997.388672
	Iteration 84Q: 3 clusters Score -2029305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2029313.875000 Penalty: 4997.388672
	Iteration 85Q: 3 clusters Score -2029314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2029320.375000 Penalty: 4997.388672
	Iteration 86Q: 3 clusters Score -2029320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2029334.250000 Penalty: 4997.388672
	Iteration 87Q: 3 clusters Score -2029334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2029336.625000 Penalty: 4997.388672
	Iteration 88Q: 3 clusters Score -2029337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2029344.125000 Penalty: 4997.388672
	Iteration 89Q: 3 clusters Score -2029344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2029346.875000 Penalty: 4997.388672
	Iteration 90Q: 3 clusters Score -2029347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2029353.375000 Penalty: 4997.388672
	Iteration 91Q: 3 clusters Score -2029353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2029357.000000 Penalty: 4997.388672
	Iteration 92Q: 3 clusters Score -2029357 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2029359.875000 Penalty: 4997.388672
	Iteration 93Q: 3 clusters Score -2029360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2029367.125000 Penalty: 4997.388672
	Iteration 94Q: 3 clusters Score -2029367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2029373.875000 Penalty: 4997.388672
	Iteration 95Q: 3 clusters Score -2029374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2029374.875000 Penalty: 4997.388672
	Iteration 96Q: 3 clusters Score -2029375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2029383.250000 Penalty: 4997.388672
	Iteration 97Q: 3 clusters Score -2029383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2029393.875000 Penalty: 4997.388672
	Iteration 98Q: 3 clusters Score -2029394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2029400.000000 Penalty: 4997.388672
	Iteration 99Q: 3 clusters Score -2029400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2029411.500000 Penalty: 4997.388672
	Iteration 100F: 3 clusters Score -2029412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2029416.875000 Penalty: 4997.388672
	Iteration 101Q: 3 clusters Score -2029417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2029421.375000 Penalty: 4997.388672
	Iteration 102Q: 3 clusters Score -2029421 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2029435.750000 Penalty: 4997.388672
	Iteration 103Q: 3 clusters Score -2029436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2029450.375000 Penalty: 4997.388672
	Iteration 104Q: 3 clusters Score -2029450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2029459.875000 Penalty: 4997.388672
	Iteration 105Q: 3 clusters Score -2029460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2029472.125000 Penalty: 4997.388672
	Iteration 106Q: 3 clusters Score -2029472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2029484.625000 Penalty: 4997.388672
	Iteration 107Q: 3 clusters Score -2029485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2029488.875000 Penalty: 4997.388672
	Iteration 108Q: 3 clusters Score -2029489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2029493.500000 Penalty: 4997.388672
	Iteration 109Q: 3 clusters Score -2029494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2029501.500000 Penalty: 4997.388672
	Iteration 110Q: 3 clusters Score -2029502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2029504.750000 Penalty: 4997.388672
	Iteration 111Q: 3 clusters Score -2029505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2029502.250000 Penalty: 4997.388672
	Iteration 112Q: 3 clusters Score -2029502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2029504.500000 Penalty: 4997.388672
	Iteration 113Q: 3 clusters Score -2029504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2029509.250000 Penalty: 4997.388672
	Iteration 114Q: 3 clusters Score -2029509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2029514.375000 Penalty: 4997.388672
	Iteration 115Q: 3 clusters Score -2029514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2029519.250000 Penalty: 4997.388672
	Iteration 116Q: 3 clusters Score -2029519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2029521.750000 Penalty: 4997.388672
	Iteration 117Q: 3 clusters Score -2029522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2029518.750000 Penalty: 4997.388672
	Iteration 118Q: 3 clusters Score -2029519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2029518.750000 Penalty: 4997.388672
	Iteration 119F: 3 clusters Score -2029519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (136998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136998 members 
Entering Unmasked Estep 
Score: -11731833.000000 Penalty: 2933.274902
	Iteration 0F: 2 clusters Score -1.173183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -11640602.000000 Penalty: 5866.549805
	Iteration 0F: 3 clusters Score -1.16406e+07 nChanged 65083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -11678688.000000 Penalty: 5866.549805
	Iteration 1F: 3 clusters Score -1.167869e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -11680035.000000 Penalty: 5866.549805
	Iteration 2Q: 3 clusters Score -1.168004e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -11681852.000000 Penalty: 5866.549805
	Iteration 3Q: 3 clusters Score -1.168185e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -11684425.000000 Penalty: 5866.549805
	Iteration 4Q: 3 clusters Score -1.168442e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -11688304.000000 Penalty: 5866.549805
	Iteration 5F: 3 clusters Score -1.16883e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -11693579.000000 Penalty: 5866.549805
	Iteration 6F: 3 clusters Score -1.169358e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -11700367.000000 Penalty: 5866.549805
	Iteration 7F: 3 clusters Score -1.170037e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 107652 members 
Entering Unmasked Estep 
Score: -11708028.000000 Penalty: 5866.549805
	Iteration 8F: 3 clusters Score -1.170803e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 115590 members 
Entering Unmasked Estep 
Score: -11715359.000000 Penalty: 5866.549805
	Iteration 9F: 3 clusters Score -1.171536e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 121890 members 
Entering Unmasked Estep 
Score: -11721388.000000 Penalty: 5866.549805
	Iteration 10Q: 3 clusters Score -1.172139e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 126218 members 
Entering Unmasked Estep 
Score: -11725493.000000 Penalty: 5866.549805
	Iteration 11Q: 3 clusters Score -1.172549e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 128878 members 
Entering Unmasked Estep 
Score: -11728093.000000 Penalty: 5866.549805
	Iteration 12Q: 3 clusters Score -1.172809e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 130446 members 
Entering Unmasked Estep 
Score: -11729759.000000 Penalty: 5866.549805
	Iteration 13Q: 3 clusters Score -1.172976e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 131386 members 
Entering Unmasked Estep 
Score: -11730923.000000 Penalty: 5866.549805
	Iteration 14Q: 3 clusters Score -1.173092e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -11731605.000000 Penalty: 5866.549805
	Iteration 15Q: 3 clusters Score -1.17316e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 132180 members 
Entering Unmasked Estep 
Score: -11732046.000000 Penalty: 5866.549805
	Iteration 16Q: 3 clusters Score -1.173205e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 132345 members 
Entering Unmasked Estep 
Score: -11732355.000000 Penalty: 5866.549805
	Iteration 17Q: 3 clusters Score -1.173236e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 132444 members 
Entering Unmasked Estep 
Score: -11732582.000000 Penalty: 5866.549805
	Iteration 18Q: 3 clusters Score -1.173258e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 132494 members 
Entering Unmasked Estep 
Score: -11732794.000000 Penalty: 5866.549805
	Iteration 19Q: 3 clusters Score -1.173279e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 132528 members 
Entering Unmasked Estep 
Score: -11732941.000000 Penalty: 5866.549805
	Iteration 20F: 3 clusters Score -1.173294e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 132513 members 
Entering Unmasked Estep 
Score: -11733084.000000 Penalty: 5866.549805
	Iteration 21Q: 3 clusters Score -1.173308e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 132495 members 
Entering Unmasked Estep 
Score: -11733227.000000 Penalty: 5866.549805
	Iteration 22Q: 3 clusters Score -1.173323e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 132490 members 
Entering Unmasked Estep 
Score: -11733318.000000 Penalty: 5866.549805
	Iteration 23Q: 3 clusters Score -1.173332e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 132475 members 
Entering Unmasked Estep 
Score: -11733399.000000 Penalty: 5866.549805
	Iteration 24Q: 3 clusters Score -1.17334e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 132450 members 
Entering Unmasked Estep 
Score: -11733432.000000 Penalty: 5866.549805
	Iteration 25Q: 3 clusters Score -1.173343e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 132406 members 
Entering Unmasked Estep 
Score: -11733512.000000 Penalty: 5866.549805
	Iteration 26Q: 3 clusters Score -1.173351e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 132358 members 
Entering Unmasked Estep 
Score: -11733574.000000 Penalty: 5866.549805
	Iteration 27Q: 3 clusters Score -1.173357e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 132327 members 
Entering Unmasked Estep 
Score: -11733610.000000 Penalty: 5866.549805
	Iteration 28Q: 3 clusters Score -1.173361e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -11733648.000000 Penalty: 5866.549805
	Iteration 29Q: 3 clusters Score -1.173365e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 132293 members 
Entering Unmasked Estep 
Score: -11733681.000000 Penalty: 5866.549805
	Iteration 30Q: 3 clusters Score -1.173368e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -11733677.000000 Penalty: 5866.549805
	Iteration 31Q: 3 clusters Score -1.173368e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 132278 members 
Entering Unmasked Estep 
Score: -11733689.000000 Penalty: 5866.549805
	Iteration 32Q: 3 clusters Score -1.173369e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 132278 members 
Entering Unmasked Estep 
Score: -11733687.000000 Penalty: 5866.549805
	Iteration 33Q: 3 clusters Score -1.173369e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 132267 members 
Entering Unmasked Estep 
Score: -11733702.000000 Penalty: 5866.549805
	Iteration 34Q: 3 clusters Score -1.17337e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 132254 members 
Entering Unmasked Estep 
Score: -11733734.000000 Penalty: 5866.549805
	Iteration 35Q: 3 clusters Score -1.173373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 132240 members 
Entering Unmasked Estep 
Score: -11733737.000000 Penalty: 5866.549805
	Iteration 36Q: 3 clusters Score -1.173374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 132233 members 
Entering Unmasked Estep 
Score: -11733722.000000 Penalty: 5866.549805
	Iteration 37Q: 3 clusters Score -1.173372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 132233 members 
Entering Unmasked Estep 
Score: -11733717.000000 Penalty: 5866.549805
	Iteration 38Q: 3 clusters Score -1.173372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 132235 members 
Entering Unmasked Estep 
Score: -11733727.000000 Penalty: 5866.549805
	Iteration 39Q: 3 clusters Score -1.173373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 132236 members 
Entering Unmasked Estep 
Score: -11733786.000000 Penalty: 5866.549805
	Iteration 40F: 3 clusters Score -1.173379e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 132183 members 
Entering Unmasked Estep 
Score: -11733814.000000 Penalty: 5866.549805
	Iteration 41Q: 3 clusters Score -1.173381e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -11733875.000000 Penalty: 5866.549805
	Iteration 42Q: 3 clusters Score -1.173388e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 132047 members 
Entering Unmasked Estep 
Score: -11733894.000000 Penalty: 5866.549805
	Iteration 43Q: 3 clusters Score -1.173389e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 132014 members 
Entering Unmasked Estep 
Score: -11733938.000000 Penalty: 5866.549805
	Iteration 44Q: 3 clusters Score -1.173394e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 131972 members 
Entering Unmasked Estep 
Score: -11733968.000000 Penalty: 5866.549805
	Iteration 45Q: 3 clusters Score -1.173397e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 131949 members 
Entering Unmasked Estep 
Score: -11733977.000000 Penalty: 5866.549805
	Iteration 46Q: 3 clusters Score -1.173398e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 131925 members 
Entering Unmasked Estep 
Score: -11733998.000000 Penalty: 5866.549805
	Iteration 47Q: 3 clusters Score -1.1734e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 131911 members 
Entering Unmasked Estep 
Score: -11734036.000000 Penalty: 5866.549805
	Iteration 48Q: 3 clusters Score -1.173404e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 131900 members 
Entering Unmasked Estep 
Score: -11734016.000000 Penalty: 5866.549805
	Iteration 49Q: 3 clusters Score -1.173402e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 131889 members 
Entering Unmasked Estep 
Score: -11734025.000000 Penalty: 5866.549805
	Iteration 50Q: 3 clusters Score -1.173402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 131890 members 
Entering Unmasked Estep 
Score: -11734023.000000 Penalty: 5866.549805
	Iteration 51Q: 3 clusters Score -1.173402e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 131881 members 
Entering Unmasked Estep 
Score: -11734020.000000 Penalty: 5866.549805
	Iteration 52Q: 3 clusters Score -1.173402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 131870 members 
Entering Unmasked Estep 
Score: -11734022.000000 Penalty: 5866.549805
	Iteration 53Q: 3 clusters Score -1.173402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 131869 members 
Entering Unmasked Estep 
Score: -11734023.000000 Penalty: 5866.549805
	Iteration 54Q: 3 clusters Score -1.173402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 131863 members 
Entering Unmasked Estep 
Score: -11734028.000000 Penalty: 5866.549805
	Iteration 55Q: 3 clusters Score -1.173403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 131863 members 
Entering Unmasked Estep 
Score: -11734035.000000 Penalty: 5866.549805
	Iteration 56Q: 3 clusters Score -1.173404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 131865 members 
Entering Unmasked Estep 
Score: -11734053.000000 Penalty: 5866.549805
	Iteration 57Q: 3 clusters Score -1.173405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 131862 members 
Entering Unmasked Estep 
Score: -11734059.000000 Penalty: 5866.549805
	Iteration 58Q: 3 clusters Score -1.173406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 131863 members 
Entering Unmasked Estep 
Score: -11734059.000000 Penalty: 5866.549805
	Iteration 59Q: 3 clusters Score -1.173406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 131861 members 
Entering Unmasked Estep 
Score: -11734055.000000 Penalty: 5866.549805
	Iteration 60F: 3 clusters Score -1.173406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 131857 members 
Entering Unmasked Estep 
Score: -11734067.000000 Penalty: 5866.549805
	Iteration 61Q: 3 clusters Score -1.173407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 131857 members 
Entering Unmasked Estep 
Score: -11734068.000000 Penalty: 5866.549805
	Iteration 62Q: 3 clusters Score -1.173407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 131860 members 
Entering Unmasked Estep 
Score: -11734054.000000 Penalty: 5866.549805
	Iteration 63Q: 3 clusters Score -1.173405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 131861 members 
Entering Unmasked Estep 
Score: -11734057.000000 Penalty: 5866.549805
	Iteration 64Q: 3 clusters Score -1.173406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 131860 members 
Entering Unmasked Estep 
Score: -11734056.000000 Penalty: 5866.549805
	Iteration 65Q: 3 clusters Score -1.173406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 131860 members 
Entering Unmasked Estep 
Score: -11734056.000000 Penalty: 5866.549805
	Iteration 66F: 3 clusters Score -1.173406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 25694 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 6 contains 12217 members 
Mstep: Class 7 contains 27281 members 
Mstep: Class 8 contains 10155 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 35468 members 
Mstep: Class 12 contains 25503 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 26069 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 46058 members 
Mstep: Class 22 contains 14256 members 
Mstep: Class 23 contains 131860 members 
Entering Unmasked Estep 
Score: -38094352.000000 Penalty: 74438.078125
Splitting cluster 18 changes total score from -38072560.000000 to -38094352.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (26069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Entering Unmasked Estep 
Score: -2229436.750000 Penalty: 2521.788574
	Iteration 0F: 2 clusters Score -2229437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2211303.750000 Penalty: 5043.577148
	Iteration 0F: 3 clusters Score -2211304 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2217970.250000 Penalty: 5043.577148
	Iteration 1F: 3 clusters Score -2217970 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2219416.750000 Penalty: 5043.577148
	Iteration 2F: 3 clusters Score -2219417 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2222550.000000 Penalty: 5043.577148
	Iteration 3F: 3 clusters Score -2222550 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2227412.250000 Penalty: 5043.577148
	Iteration 4F: 3 clusters Score -2227412 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2232672.500000 Penalty: 5043.577148
	Iteration 5F: 3 clusters Score -2232672 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2236822.750000 Penalty: 5043.577148
	Iteration 6F: 3 clusters Score -2236823 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2239043.750000 Penalty: 5043.577148
	Iteration 7F: 3 clusters Score -2239044 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2240047.000000 Penalty: 5043.577148
	Iteration 8Q: 3 clusters Score -2240047 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2240530.250000 Penalty: 5043.577148
	Iteration 9Q: 3 clusters Score -2240530 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2240752.750000 Penalty: 5043.577148
	Iteration 10Q: 3 clusters Score -2240753 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2240842.500000 Penalty: 5043.577148
	Iteration 11Q: 3 clusters Score -2240842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2240855.250000 Penalty: 5043.577148
	Iteration 12Q: 3 clusters Score -2240855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2240870.000000 Penalty: 5043.577148
	Iteration 13Q: 3 clusters Score -2240870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2240872.500000 Penalty: 5043.577148
	Iteration 14Q: 3 clusters Score -2240872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2240875.250000 Penalty: 5043.577148
	Iteration 15Q: 3 clusters Score -2240875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2240874.750000 Penalty: 5043.577148
	Iteration 16Q: 3 clusters Score -2240875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2240874.750000 Penalty: 5043.577148
	Iteration 17F: 3 clusters Score -2240875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 25694 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 6 contains 12217 members 
Mstep: Class 7 contains 27281 members 
Mstep: Class 8 contains 10155 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 35468 members 
Mstep: Class 12 contains 25503 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 46058 members 
Mstep: Class 22 contains 14256 members 
Mstep: Class 23 contains 131860 members 
Mstep: Class 24 contains 16550 members 
Entering Unmasked Estep 
Score: -38105204.000000 Penalty: 77674.515625
Splitting cluster 19 changes total score from -38072560.000000 to -38105204.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (10393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Entering Unmasked Estep 
Score: -910078.375000 Penalty: 2293.724121
	Iteration 0F: 2 clusters Score -910078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -902172.125000 Penalty: 4587.448242
	Iteration 0F: 3 clusters Score -902172.1 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -904595.125000 Penalty: 4587.448242
	Iteration 1F: 3 clusters Score -904595.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -905278.125000 Penalty: 4587.448242
	Iteration 2F: 3 clusters Score -905278.1 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -905977.750000 Penalty: 4587.448242
	Iteration 3F: 3 clusters Score -905977.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -906539.625000 Penalty: 4587.448242
	Iteration 4F: 3 clusters Score -906539.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -906937.375000 Penalty: 4587.448242
	Iteration 5F: 3 clusters Score -906937.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -907244.437500 Penalty: 4587.448242
	Iteration 6Q: 3 clusters Score -907244.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -907463.687500 Penalty: 4587.448242
	Iteration 7Q: 3 clusters Score -907463.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -907631.875000 Penalty: 4587.448242
	Iteration 8Q: 3 clusters Score -907631.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -907781.875000 Penalty: 4587.448242
	Iteration 9Q: 3 clusters Score -907781.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -907900.375000 Penalty: 4587.448242
	Iteration 10Q: 3 clusters Score -907900.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -907986.250000 Penalty: 4587.448242
	Iteration 11Q: 3 clusters Score -907986.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -908060.750000 Penalty: 4587.448242
	Iteration 12Q: 3 clusters Score -908060.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -908124.687500 Penalty: 4587.448242
	Iteration 13Q: 3 clusters Score -908124.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -908172.500000 Penalty: 4587.448242
	Iteration 14Q: 3 clusters Score -908172.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -908222.562500 Penalty: 4587.448242
	Iteration 15Q: 3 clusters Score -908222.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -908262.562500 Penalty: 4587.448242
	Iteration 16Q: 3 clusters Score -908262.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -908285.312500 Penalty: 4587.448242
	Iteration 17Q: 3 clusters Score -908285.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -908312.687500 Penalty: 4587.448242
	Iteration 18Q: 3 clusters Score -908312.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -908339.250000 Penalty: 4587.448242
	Iteration 19Q: 3 clusters Score -908339.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -908356.250000 Penalty: 4587.448242
	Iteration 20F: 3 clusters Score -908356.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -908369.625000 Penalty: 4587.448242
	Iteration 21Q: 3 clusters Score -908369.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -908379.375000 Penalty: 4587.448242
	Iteration 22Q: 3 clusters Score -908379.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -908382.687500 Penalty: 4587.448242
	Iteration 23Q: 3 clusters Score -908382.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -908387.625000 Penalty: 4587.448242
	Iteration 24Q: 3 clusters Score -908387.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -908397.750000 Penalty: 4587.448242
	Iteration 25Q: 3 clusters Score -908397.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -908403.062500 Penalty: 4587.448242
	Iteration 26Q: 3 clusters Score -908403.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -908410.875000 Penalty: 4587.448242
	Iteration 27Q: 3 clusters Score -908410.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -908416.000000 Penalty: 4587.448242
	Iteration 28Q: 3 clusters Score -908416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -908422.562500 Penalty: 4587.448242
	Iteration 29Q: 3 clusters Score -908422.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -908431.125000 Penalty: 4587.448242
	Iteration 30Q: 3 clusters Score -908431.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -908440.437500 Penalty: 4587.448242
	Iteration 31Q: 3 clusters Score -908440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -908441.250000 Penalty: 4587.448242
	Iteration 32Q: 3 clusters Score -908441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -908445.125000 Penalty: 4587.448242
	Iteration 33Q: 3 clusters Score -908445.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -908450.500000 Penalty: 4587.448242
	Iteration 34Q: 3 clusters Score -908450.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -908453.437500 Penalty: 4587.448242
	Iteration 35Q: 3 clusters Score -908453.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -908458.187500 Penalty: 4587.448242
	Iteration 36Q: 3 clusters Score -908458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -908460.750000 Penalty: 4587.448242
	Iteration 37Q: 3 clusters Score -908460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -908462.062500 Penalty: 4587.448242
	Iteration 38Q: 3 clusters Score -908462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -908461.687500 Penalty: 4587.448242
	Iteration 39Q: 3 clusters Score -908461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -908461.687500 Penalty: 4587.448242
	Iteration 40F: 3 clusters Score -908461.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Entering Unmasked Estep 
Score: -3820707.000000 Penalty: 2662.938721
	Iteration 0F: 2 clusters Score -3820707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3789372.500000 Penalty: 5325.877441
	Iteration 0F: 3 clusters Score -3789372 nChanged 21406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3801523.500000 Penalty: 5325.877441
	Iteration 1F: 3 clusters Score -3801524 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3802294.250000 Penalty: 5325.877441
	Iteration 2Q: 3 clusters Score -3802294 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3803094.250000 Penalty: 5325.877441
	Iteration 3Q: 3 clusters Score -3803094 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3804025.500000 Penalty: 5325.877441
	Iteration 4Q: 3 clusters Score -3804026 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3805237.500000 Penalty: 5325.877441
	Iteration 5Q: 3 clusters Score -3805238 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3806793.500000 Penalty: 5325.877441
	Iteration 6F: 3 clusters Score -3806794 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3808884.000000 Penalty: 5325.877441
	Iteration 7F: 3 clusters Score -3808884 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3811182.750000 Penalty: 5325.877441
	Iteration 8F: 3 clusters Score -3811183 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3813287.750000 Penalty: 5325.877441
	Iteration 9F: 3 clusters Score -3813288 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3814618.000000 Penalty: 5325.877441
	Iteration 10Q: 3 clusters Score -3814618 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3815228.250000 Penalty: 5325.877441
	Iteration 11Q: 3 clusters Score -3815228 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3815536.000000 Penalty: 5325.877441
	Iteration 12Q: 3 clusters Score -3815536 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3815826.500000 Penalty: 5325.877441
	Iteration 13Q: 3 clusters Score -3815826 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3816159.250000 Penalty: 5325.877441
	Iteration 14Q: 3 clusters Score -3816159 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3816526.000000 Penalty: 5325.877441
	Iteration 15Q: 3 clusters Score -3816526 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3816940.500000 Penalty: 5325.877441
	Iteration 16Q: 3 clusters Score -3816940 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3817401.000000 Penalty: 5325.877441
	Iteration 17Q: 3 clusters Score -3817401 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3817763.750000 Penalty: 5325.877441
	Iteration 18Q: 3 clusters Score -3817764 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3818038.500000 Penalty: 5325.877441
	Iteration 19Q: 3 clusters Score -3818038 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3818216.500000 Penalty: 5325.877441
	Iteration 20F: 3 clusters Score -3818216 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3818454.500000 Penalty: 5325.877441
	Iteration 21Q: 3 clusters Score -3818454 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3818693.250000 Penalty: 5325.877441
	Iteration 22Q: 3 clusters Score -3818693 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3818984.250000 Penalty: 5325.877441
	Iteration 23Q: 3 clusters Score -3818984 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3819326.500000 Penalty: 5325.877441
	Iteration 24Q: 3 clusters Score -3819326 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3819733.750000 Penalty: 5325.877441
	Iteration 25Q: 3 clusters Score -3819734 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3820162.500000 Penalty: 5325.877441
	Iteration 26Q: 3 clusters Score -3820162 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3820566.250000 Penalty: 5325.877441
	Iteration 27Q: 3 clusters Score -3820566 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3820913.500000 Penalty: 5325.877441
	Iteration 28Q: 3 clusters Score -3820914 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3821176.750000 Penalty: 5325.877441
	Iteration 29Q: 3 clusters Score -3821177 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3821321.000000 Penalty: 5325.877441
	Iteration 30Q: 3 clusters Score -3821321 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3821435.000000 Penalty: 5325.877441
	Iteration 31Q: 3 clusters Score -3821435 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3821497.750000 Penalty: 5325.877441
	Iteration 32Q: 3 clusters Score -3821498 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3821542.250000 Penalty: 5325.877441
	Iteration 33Q: 3 clusters Score -3821542 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3821562.250000 Penalty: 5325.877441
	Iteration 34Q: 3 clusters Score -3821562 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3821595.750000 Penalty: 5325.877441
	Iteration 35Q: 3 clusters Score -3821596 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3821609.750000 Penalty: 5325.877441
	Iteration 36Q: 3 clusters Score -3821610 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3821628.250000 Penalty: 5325.877441
	Iteration 37Q: 3 clusters Score -3821628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3821628.500000 Penalty: 5325.877441
	Iteration 38Q: 3 clusters Score -3821628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3821643.000000 Penalty: 5325.877441
	Iteration 39Q: 3 clusters Score -3821643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3821665.250000 Penalty: 5325.877441
	Iteration 40F: 3 clusters Score -3821665 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3821679.500000 Penalty: 5325.877441
	Iteration 41Q: 3 clusters Score -3821680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3821681.000000 Penalty: 5325.877441
	Iteration 42Q: 3 clusters Score -3821681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3821684.000000 Penalty: 5325.877441
	Iteration 43Q: 3 clusters Score -3821684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3821680.500000 Penalty: 5325.877441
	Iteration 44Q: 3 clusters Score -3821680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3821690.000000 Penalty: 5325.877441
	Iteration 45Q: 3 clusters Score -3821690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3821699.500000 Penalty: 5325.877441
	Iteration 46Q: 3 clusters Score -3821700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3821695.500000 Penalty: 5325.877441
	Iteration 47Q: 3 clusters Score -3821696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3821685.000000 Penalty: 5325.877441
	Iteration 48Q: 3 clusters Score -3821685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3821687.750000 Penalty: 5325.877441
	Iteration 49Q: 3 clusters Score -3821688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3821686.250000 Penalty: 5325.877441
	Iteration 50Q: 3 clusters Score -3821686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3821685.250000 Penalty: 5325.877441
	Iteration 51Q: 3 clusters Score -3821685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3821681.000000 Penalty: 5325.877441
	Iteration 52Q: 3 clusters Score -3821681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3821680.500000 Penalty: 5325.877441
	Iteration 53Q: 3 clusters Score -3821680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3821678.750000 Penalty: 5325.877441
	Iteration 54Q: 3 clusters Score -3821679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3821688.000000 Penalty: 5325.877441
	Iteration 55Q: 3 clusters Score -3821688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3821688.250000 Penalty: 5325.877441
	Iteration 56Q: 3 clusters Score -3821688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3821688.500000 Penalty: 5325.877441
	Iteration 57Q: 3 clusters Score -3821688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3821687.000000 Penalty: 5325.877441
	Iteration 58Q: 3 clusters Score -3821687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3821694.000000 Penalty: 5325.877441
	Iteration 59Q: 3 clusters Score -3821694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3821686.250000 Penalty: 5325.877441
	Iteration 60F: 3 clusters Score -3821686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3821687.250000 Penalty: 5325.877441
	Iteration 61Q: 3 clusters Score -3821687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3821688.250000 Penalty: 5325.877441
	Iteration 62Q: 3 clusters Score -3821688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3821685.750000 Penalty: 5325.877441
	Iteration 63Q: 3 clusters Score -3821686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3821687.250000 Penalty: 5325.877441
	Iteration 64Q: 3 clusters Score -3821687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3821685.500000 Penalty: 5325.877441
	Iteration 65Q: 3 clusters Score -3821686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3821684.500000 Penalty: 5325.877441
	Iteration 66Q: 3 clusters Score -3821684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3821688.000000 Penalty: 5325.877441
	Iteration 67Q: 3 clusters Score -3821688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3821683.500000 Penalty: 5325.877441
	Iteration 68Q: 3 clusters Score -3821684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3821683.500000 Penalty: 5325.877441
	Iteration 69F: 3 clusters Score -3821684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 25694 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 6 contains 12217 members 
Mstep: Class 7 contains 27281 members 
Mstep: Class 8 contains 10155 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 35468 members 
Mstep: Class 12 contains 25503 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 22359 members 
Mstep: Class 22 contains 14256 members 
Mstep: Class 23 contains 131860 members 
Mstep: Class 24 contains 16550 members 
Mstep: Class 25 contains 23699 members 
Entering Unmasked Estep 
Score: -38105440.000000 Penalty: 80910.953125
Splitting cluster 21 changes total score from -38072560.000000 to -38105440.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (14256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Entering Unmasked Estep 
Score: -1169959.750000 Penalty: 2372.103271
	Iteration 0F: 2 clusters Score -1169960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1159456.250000 Penalty: 4744.206543
	Iteration 0F: 3 clusters Score -1159456 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1162980.875000 Penalty: 4744.206543
	Iteration 1F: 3 clusters Score -1162981 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1164000.125000 Penalty: 4744.206543
	Iteration 2F: 3 clusters Score -1164000 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1165407.625000 Penalty: 4744.206543
	Iteration 3F: 3 clusters Score -1165408 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1166638.375000 Penalty: 4744.206543
	Iteration 4F: 3 clusters Score -1166638 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1167545.750000 Penalty: 4744.206543
	Iteration 5F: 3 clusters Score -1167546 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1168105.750000 Penalty: 4744.206543
	Iteration 6F: 3 clusters Score -1168106 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1168434.625000 Penalty: 4744.206543
	Iteration 7Q: 3 clusters Score -1168435 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1168664.875000 Penalty: 4744.206543
	Iteration 8Q: 3 clusters Score -1168665 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1168812.000000 Penalty: 4744.206543
	Iteration 9Q: 3 clusters Score -1168812 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1168890.750000 Penalty: 4744.206543
	Iteration 10Q: 3 clusters Score -1168891 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1168941.625000 Penalty: 4744.206543
	Iteration 11Q: 3 clusters Score -1168942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1168983.000000 Penalty: 4744.206543
	Iteration 12Q: 3 clusters Score -1168983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1169012.375000 Penalty: 4744.206543
	Iteration 13Q: 3 clusters Score -1169012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1169035.625000 Penalty: 4744.206543
	Iteration 14Q: 3 clusters Score -1169036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1169055.750000 Penalty: 4744.206543
	Iteration 15Q: 3 clusters Score -1169056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1169075.375000 Penalty: 4744.206543
	Iteration 16Q: 3 clusters Score -1169075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1169088.250000 Penalty: 4744.206543
	Iteration 17Q: 3 clusters Score -1169088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1169102.625000 Penalty: 4744.206543
	Iteration 18Q: 3 clusters Score -1169103 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1169111.625000 Penalty: 4744.206543
	Iteration 19Q: 3 clusters Score -1169112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1169122.750000 Penalty: 4744.206543
	Iteration 20F: 3 clusters Score -1169123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1169134.625000 Penalty: 4744.206543
	Iteration 21Q: 3 clusters Score -1169135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1169141.125000 Penalty: 4744.206543
	Iteration 22Q: 3 clusters Score -1169141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1169153.875000 Penalty: 4744.206543
	Iteration 23Q: 3 clusters Score -1169154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1169157.500000 Penalty: 4744.206543
	Iteration 24Q: 3 clusters Score -1169158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1169170.500000 Penalty: 4744.206543
	Iteration 25Q: 3 clusters Score -1169170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1169184.000000 Penalty: 4744.206543
	Iteration 26Q: 3 clusters Score -1169184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1169186.625000 Penalty: 4744.206543
	Iteration 27Q: 3 clusters Score -1169187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1169191.375000 Penalty: 4744.206543
	Iteration 28Q: 3 clusters Score -1169191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1169196.875000 Penalty: 4744.206543
	Iteration 29Q: 3 clusters Score -1169197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1169201.750000 Penalty: 4744.206543
	Iteration 30Q: 3 clusters Score -1169202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1169205.875000 Penalty: 4744.206543
	Iteration 31Q: 3 clusters Score -1169206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1169211.875000 Penalty: 4744.206543
	Iteration 32Q: 3 clusters Score -1169212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1169218.250000 Penalty: 4744.206543
	Iteration 33Q: 3 clusters Score -1169218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1169221.625000 Penalty: 4744.206543
	Iteration 34Q: 3 clusters Score -1169222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1169230.250000 Penalty: 4744.206543
	Iteration 35Q: 3 clusters Score -1169230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1169237.875000 Penalty: 4744.206543
	Iteration 36Q: 3 clusters Score -1169238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1169243.625000 Penalty: 4744.206543
	Iteration 37Q: 3 clusters Score -1169244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1169250.250000 Penalty: 4744.206543
	Iteration 38Q: 3 clusters Score -1169250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1169258.625000 Penalty: 4744.206543
	Iteration 39Q: 3 clusters Score -1169259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1169264.875000 Penalty: 4744.206543
	Iteration 40F: 3 clusters Score -1169265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1169275.750000 Penalty: 4744.206543
	Iteration 41Q: 3 clusters Score -1169276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1169283.000000 Penalty: 4744.206543
	Iteration 42Q: 3 clusters Score -1169283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1169286.125000 Penalty: 4744.206543
	Iteration 43Q: 3 clusters Score -1169286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1169300.250000 Penalty: 4744.206543
	Iteration 44Q: 3 clusters Score -1169300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1169325.000000 Penalty: 4744.206543
	Iteration 45Q: 3 clusters Score -1169325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1169367.625000 Penalty: 4744.206543
	Iteration 46Q: 3 clusters Score -1169368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1169409.875000 Penalty: 4744.206543
	Iteration 47Q: 3 clusters Score -1169410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1169465.250000 Penalty: 4744.206543
	Iteration 48Q: 3 clusters Score -1169465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1169539.875000 Penalty: 4744.206543
	Iteration 49Q: 3 clusters Score -1169540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1169612.500000 Penalty: 4744.206543
	Iteration 50Q: 3 clusters Score -1169612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1169677.375000 Penalty: 4744.206543
	Iteration 51Q: 3 clusters Score -1169677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1169729.750000 Penalty: 4744.206543
	Iteration 52Q: 3 clusters Score -1169730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1169768.375000 Penalty: 4744.206543
	Iteration 53Q: 3 clusters Score -1169768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1169793.875000 Penalty: 4744.206543
	Iteration 54Q: 3 clusters Score -1169794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1169816.500000 Penalty: 4744.206543
	Iteration 55Q: 3 clusters Score -1169816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1169837.375000 Penalty: 4744.206543
	Iteration 56Q: 3 clusters Score -1169837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1169858.250000 Penalty: 4744.206543
	Iteration 57Q: 3 clusters Score -1169858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1169888.750000 Penalty: 4744.206543
	Iteration 58Q: 3 clusters Score -1169889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1169943.250000 Penalty: 4744.206543
	Iteration 59Q: 3 clusters Score -1169943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1170115.875000 Penalty: 4744.206543
	Iteration 60F: 3 clusters Score -1170116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1170445.250000 Penalty: 4744.206543
	Iteration 61Q: 3 clusters Score -1170445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1170644.875000 Penalty: 4744.206543
	Iteration 62Q: 3 clusters Score -1170645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1170711.250000 Penalty: 4744.206543
	Iteration 63Q: 3 clusters Score -1170711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1170722.250000 Penalty: 4744.206543
	Iteration 64Q: 3 clusters Score -1170722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1170726.750000 Penalty: 4744.206543
	Iteration 65Q: 3 clusters Score -1170727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1170726.625000 Penalty: 4744.206543
	Iteration 66Q: 3 clusters Score -1170727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1170729.125000 Penalty: 4744.206543
	Iteration 67Q: 3 clusters Score -1170729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1170729.125000 Penalty: 4744.206543
	Iteration 68F: 3 clusters Score -1170729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 25694 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 6 contains 12217 members 
Mstep: Class 7 contains 27281 members 
Mstep: Class 8 contains 10155 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 35468 members 
Mstep: Class 12 contains 25503 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 22359 members 
Mstep: Class 22 contains 1044 members 
Mstep: Class 23 contains 131860 members 
Mstep: Class 24 contains 16550 members 
Mstep: Class 25 contains 23699 members 
Mstep: Class 26 contains 13212 members 
Entering Unmasked Estep 
Score: -38105392.000000 Penalty: 84147.390625
Splitting cluster 22 changes total score from -38072560.000000 to -38105392.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 25694 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 7 contains 27281 members 
Mstep: Class 8 contains 10155 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 35468 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 22359 members 
Mstep: Class 22 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38112316.000000 Penalty: 84147.390625
Iteration 39Q: 27 clusters Score -3.811232e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8450 members 
Mstep: Class 3 contains 25873 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 12064 members 
Mstep: Class 7 contains 27656 members 
Mstep: Class 8 contains 10259 members 
Mstep: Class 9 contains 12937 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 35202 members 
Mstep: Class 12 contains 25463 members 
Mstep: Class 13 contains 3688 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 8205 members 
Mstep: Class 17 contains 23948 members 
Mstep: Class 18 contains 5228 members 
Mstep: Class 19 contains 9618 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 22344 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 131472 members 
Mstep: Class 24 contains 16008 members 
Mstep: Class 25 contains 23486 members 
Mstep: Class 26 contains 12604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38117388.000000 Penalty: 84147.390625
Iteration 40F: 27 clusters Score -3.811739e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8618 members 
Mstep: Class 3 contains 25852 members 
Mstep: Class 4 contains 8978 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 11945 members 
Mstep: Class 7 contains 27147 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 13008 members 
Mstep: Class 10 contains 4708 members 
Mstep: Class 11 contains 35031 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 15 contains 9656 members 
Mstep: Class 16 contains 8145 members 
Mstep: Class 17 contains 24019 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 10431 members 
Mstep: Class 21 contains 22260 members 
Mstep: Class 22 contains 1827 members 
Mstep: Class 23 contains 131465 members 
Mstep: Class 24 contains 16464 members 
Mstep: Class 25 contains 23840 members 
Mstep: Class 26 contains 12361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38120036.000000 Penalty: 84147.390625
Iteration 41Q: 27 clusters Score -3.812004e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8710 members 
Mstep: Class 3 contains 25848 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 11849 members 
Mstep: Class 7 contains 26827 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 13085 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 34969 members 
Mstep: Class 12 contains 25690 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 24084 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 19 contains 9265 members 
Mstep: Class 20 contains 10385 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 2205 members 
Mstep: Class 23 contains 131191 members 
Mstep: Class 24 contains 16783 members 
Mstep: Class 25 contains 24268 members 
Mstep: Class 26 contains 12141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38121580.000000 Penalty: 84147.390625
Iteration 42Q: 27 clusters Score -3.812158e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8769 members 
Mstep: Class 3 contains 25851 members 
Mstep: Class 4 contains 8995 members 
Mstep: Class 5 contains 8476 members 
Mstep: Class 6 contains 11783 members 
Mstep: Class 7 contains 26576 members 
Mstep: Class 8 contains 9559 members 
Mstep: Class 9 contains 13174 members 
Mstep: Class 10 contains 4714 members 
Mstep: Class 11 contains 34921 members 
Mstep: Class 12 contains 25705 members 
Mstep: Class 13 contains 3509 members 
Mstep: Class 14 contains 2373 members 
Mstep: Class 15 contains 9644 members 
Mstep: Class 16 contains 8057 members 
Mstep: Class 17 contains 24140 members 
Mstep: Class 18 contains 5395 members 
Mstep: Class 19 contains 9139 members 
Mstep: Class 20 contains 10348 members 
Mstep: Class 21 contains 22187 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 130734 members 
Mstep: Class 24 contains 17053 members 
Mstep: Class 25 contains 24731 members 
Mstep: Class 26 contains 11975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38122664.000000 Penalty: 84147.390625
Iteration 43Q: 27 clusters Score -3.812266e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 25843 members 
Mstep: Class 4 contains 9003 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 11736 members 
Mstep: Class 7 contains 26367 members 
Mstep: Class 8 contains 9480 members 
Mstep: Class 9 contains 13278 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 34884 members 
Mstep: Class 12 contains 25708 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 9644 members 
Mstep: Class 16 contains 8020 members 
Mstep: Class 17 contains 24181 members 
Mstep: Class 18 contains 5447 members 
Mstep: Class 19 contains 9052 members 
Mstep: Class 20 contains 10307 members 
Mstep: Class 21 contains 22160 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 130180 members 
Mstep: Class 24 contains 17245 members 
Mstep: Class 25 contains 25268 members 
Mstep: Class 26 contains 11823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38123636.000000 Penalty: 84147.390625
Iteration 44Q: 27 clusters Score -3.812364e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 8891 members 
Mstep: Class 3 contains 25837 members 
Mstep: Class 4 contains 9021 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 26227 members 
Mstep: Class 8 contains 9421 members 
Mstep: Class 9 contains 13373 members 
Mstep: Class 10 contains 4690 members 
Mstep: Class 11 contains 34856 members 
Mstep: Class 12 contains 25707 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 9641 members 
Mstep: Class 16 contains 7986 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 18 contains 5493 members 
Mstep: Class 19 contains 8990 members 
Mstep: Class 20 contains 10271 members 
Mstep: Class 21 contains 22094 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 129566 members 
Mstep: Class 24 contains 17372 members 
Mstep: Class 25 contains 25845 members 
Mstep: Class 26 contains 11735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38124152.000000 Penalty: 84147.390625
Iteration 45Q: 27 clusters Score -3.812415e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8937 members 
Mstep: Class 3 contains 25829 members 
Mstep: Class 4 contains 9044 members 
Mstep: Class 5 contains 8595 members 
Mstep: Class 6 contains 11671 members 
Mstep: Class 7 contains 26108 members 
Mstep: Class 8 contains 9366 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 4680 members 
Mstep: Class 11 contains 34837 members 
Mstep: Class 12 contains 25708 members 
Mstep: Class 13 contains 3550 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 9640 members 
Mstep: Class 16 contains 7946 members 
Mstep: Class 17 contains 24270 members 
Mstep: Class 18 contains 5531 members 
Mstep: Class 19 contains 8940 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 22029 members 
Mstep: Class 22 contains 3106 members 
Mstep: Class 23 contains 128852 members 
Mstep: Class 24 contains 17489 members 
Mstep: Class 25 contains 26508 members 
Mstep: Class 26 contains 11664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38124604.000000 Penalty: 84147.390625
Iteration 46Q: 27 clusters Score -3.81246e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8982 members 
Mstep: Class 3 contains 25826 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 8589 members 
Mstep: Class 6 contains 11653 members 
Mstep: Class 7 contains 25995 members 
Mstep: Class 8 contains 9317 members 
Mstep: Class 9 contains 13588 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 34820 members 
Mstep: Class 12 contains 25707 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 15 contains 9635 members 
Mstep: Class 16 contains 7909 members 
Mstep: Class 17 contains 24310 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 8901 members 
Mstep: Class 20 contains 10240 members 
Mstep: Class 21 contains 21983 members 
Mstep: Class 22 contains 3204 members 
Mstep: Class 23 contains 128013 members 
Mstep: Class 24 contains 17603 members 
Mstep: Class 25 contains 27235 members 
Mstep: Class 26 contains 11651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125068.000000 Penalty: 84147.390625
Iteration 47Q: 27 clusters Score -3.812507e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9030 members 
Mstep: Class 3 contains 25823 members 
Mstep: Class 4 contains 9051 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 11645 members 
Mstep: Class 7 contains 25879 members 
Mstep: Class 8 contains 9286 members 
Mstep: Class 9 contains 13691 members 
Mstep: Class 10 contains 4668 members 
Mstep: Class 11 contains 34802 members 
Mstep: Class 12 contains 25713 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 9633 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 24350 members 
Mstep: Class 18 contains 5625 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 10229 members 
Mstep: Class 21 contains 21947 members 
Mstep: Class 22 contains 3280 members 
Mstep: Class 23 contains 127190 members 
Mstep: Class 24 contains 17706 members 
Mstep: Class 25 contains 27917 members 
Mstep: Class 26 contains 11671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125512.000000 Penalty: 84147.390625
Iteration 48Q: 27 clusters Score -3.812551e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 25823 members 
Mstep: Class 4 contains 9081 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 25786 members 
Mstep: Class 8 contains 9248 members 
Mstep: Class 9 contains 13820 members 
Mstep: Class 10 contains 4665 members 
Mstep: Class 11 contains 34794 members 
Mstep: Class 12 contains 25715 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 2181 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 24377 members 
Mstep: Class 18 contains 5671 members 
Mstep: Class 19 contains 8862 members 
Mstep: Class 20 contains 10226 members 
Mstep: Class 21 contains 21912 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 126325 members 
Mstep: Class 24 contains 17789 members 
Mstep: Class 25 contains 28580 members 
Mstep: Class 26 contains 11724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38125948.000000 Penalty: 84147.390625
Iteration 49Q: 27 clusters Score -3.812595e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 9079 members 
Mstep: Class 3 contains 25824 members 
Mstep: Class 4 contains 9097 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 25715 members 
Mstep: Class 8 contains 9196 members 
Mstep: Class 9 contains 13963 members 
Mstep: Class 10 contains 4663 members 
Mstep: Class 11 contains 34787 members 
Mstep: Class 12 contains 25714 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7821 members 
Mstep: Class 17 contains 24411 members 
Mstep: Class 18 contains 5724 members 
Mstep: Class 19 contains 8850 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 21880 members 
Mstep: Class 22 contains 3346 members 
Mstep: Class 23 contains 125442 members 
Mstep: Class 24 contains 17855 members 
Mstep: Class 25 contains 29251 members 
Mstep: Class 26 contains 11797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38126400.000000 Penalty: 84147.390625
Iteration 50Q: 27 clusters Score -3.81264e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9101 members 
Mstep: Class 3 contains 25826 members 
Mstep: Class 4 contains 9125 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 11629 members 
Mstep: Class 7 contains 25649 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 14114 members 
Mstep: Class 10 contains 4662 members 
Mstep: Class 11 contains 34779 members 
Mstep: Class 12 contains 25716 members 
Mstep: Class 13 contains 3623 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7793 members 
Mstep: Class 17 contains 24462 members 
Mstep: Class 18 contains 5763 members 
Mstep: Class 19 contains 8839 members 
Mstep: Class 20 contains 10219 members 
Mstep: Class 21 contains 21839 members 
Mstep: Class 22 contains 3374 members 
Mstep: Class 23 contains 124552 members 
Mstep: Class 24 contains 17905 members 
Mstep: Class 25 contains 29942 members 
Mstep: Class 26 contains 11884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38126876.000000 Penalty: 84147.390625
Iteration 51Q: 27 clusters Score -3.812688e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 25826 members 
Mstep: Class 4 contains 9152 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 11625 members 
Mstep: Class 7 contains 25584 members 
Mstep: Class 8 contains 9095 members 
Mstep: Class 9 contains 14267 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 34767 members 
Mstep: Class 12 contains 25722 members 
Mstep: Class 13 contains 3633 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 9635 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 24501 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 8832 members 
Mstep: Class 20 contains 10214 members 
Mstep: Class 21 contains 21817 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 123665 members 
Mstep: Class 24 contains 17952 members 
Mstep: Class 25 contains 30604 members 
Mstep: Class 26 contains 11977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38127056.000000 Penalty: 84147.390625
Iteration 52Q: 27 clusters Score -3.812706e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 25824 members 
Mstep: Class 4 contains 9183 members 
Mstep: Class 5 contains 8491 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 25527 members 
Mstep: Class 8 contains 9068 members 
Mstep: Class 9 contains 14435 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 34762 members 
Mstep: Class 12 contains 25723 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7738 members 
Mstep: Class 17 contains 24548 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 19 contains 8830 members 
Mstep: Class 20 contains 10209 members 
Mstep: Class 21 contains 21761 members 
Mstep: Class 22 contains 3413 members 
Mstep: Class 23 contains 122751 members 
Mstep: Class 24 contains 17993 members 
Mstep: Class 25 contains 31307 members 
Mstep: Class 26 contains 12053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38127760.000000 Penalty: 84147.390625
Iteration 53Q: 27 clusters Score -3.812776e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9158 members 
Mstep: Class 3 contains 25825 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 11621 members 
Mstep: Class 7 contains 25469 members 
Mstep: Class 8 contains 9032 members 
Mstep: Class 9 contains 14598 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 34756 members 
Mstep: Class 12 contains 25729 members 
Mstep: Class 13 contains 3669 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 24600 members 
Mstep: Class 18 contains 5881 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 20 contains 10208 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 22 contains 3427 members 
Mstep: Class 23 contains 121930 members 
Mstep: Class 24 contains 18026 members 
Mstep: Class 25 contains 31938 members 
Mstep: Class 26 contains 12136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128092.000000 Penalty: 84147.390625
Iteration 54Q: 27 clusters Score -3.812809e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9188 members 
Mstep: Class 3 contains 25825 members 
Mstep: Class 4 contains 9215 members 
Mstep: Class 5 contains 8484 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 25423 members 
Mstep: Class 8 contains 8996 members 
Mstep: Class 9 contains 14768 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 34747 members 
Mstep: Class 12 contains 25732 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 2050 members 
Mstep: Class 15 contains 9636 members 
Mstep: Class 16 contains 7698 members 
Mstep: Class 17 contains 24635 members 
Mstep: Class 18 contains 5919 members 
Mstep: Class 19 contains 8822 members 
Mstep: Class 20 contains 10207 members 
Mstep: Class 21 contains 21630 members 
Mstep: Class 22 contains 3433 members 
Mstep: Class 23 contains 121055 members 
Mstep: Class 24 contains 18053 members 
Mstep: Class 25 contains 32593 members 
Mstep: Class 26 contains 12211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128496.000000 Penalty: 84147.390625
Iteration 55Q: 27 clusters Score -3.81285e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9207 members 
Mstep: Class 3 contains 25824 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 5 contains 8472 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 25392 members 
Mstep: Class 8 contains 8959 members 
Mstep: Class 9 contains 14922 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 34742 members 
Mstep: Class 12 contains 25740 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 2033 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7694 members 
Mstep: Class 17 contains 24660 members 
Mstep: Class 18 contains 5954 members 
Mstep: Class 19 contains 8819 members 
Mstep: Class 20 contains 10207 members 
Mstep: Class 21 contains 21571 members 
Mstep: Class 22 contains 3439 members 
Mstep: Class 23 contains 120193 members 
Mstep: Class 24 contains 18076 members 
Mstep: Class 25 contains 33270 members 
Mstep: Class 26 contains 12294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128772.000000 Penalty: 84147.390625
Iteration 56Q: 27 clusters Score -3.812877e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 9224 members 
Mstep: Class 3 contains 25824 members 
Mstep: Class 4 contains 9232 members 
Mstep: Class 5 contains 8486 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 25372 members 
Mstep: Class 8 contains 8915 members 
Mstep: Class 9 contains 15085 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 34732 members 
Mstep: Class 12 contains 25742 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 9632 members 
Mstep: Class 16 contains 7684 members 
Mstep: Class 17 contains 24680 members 
Mstep: Class 18 contains 5980 members 
Mstep: Class 19 contains 8819 members 
Mstep: Class 20 contains 10206 members 
Mstep: Class 21 contains 21535 members 
Mstep: Class 22 contains 3448 members 
Mstep: Class 23 contains 119343 members 
Mstep: Class 24 contains 18086 members 
Mstep: Class 25 contains 33918 members 
Mstep: Class 26 contains 12362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129120.000000 Penalty: 84147.390625
Iteration 57Q: 27 clusters Score -3.812912e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 25823 members 
Mstep: Class 4 contains 9242 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 15223 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 34727 members 
Mstep: Class 12 contains 25743 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7674 members 
Mstep: Class 17 contains 24704 members 
Mstep: Class 18 contains 6006 members 
Mstep: Class 19 contains 8818 members 
Mstep: Class 20 contains 10206 members 
Mstep: Class 21 contains 21477 members 
Mstep: Class 22 contains 3456 members 
Mstep: Class 23 contains 118510 members 
Mstep: Class 24 contains 18101 members 
Mstep: Class 25 contains 34541 members 
Mstep: Class 26 contains 12440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129552.000000 Penalty: 84147.390625
Iteration 58Q: 27 clusters Score -3.812955e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9262 members 
Mstep: Class 3 contains 25823 members 
Mstep: Class 4 contains 9244 members 
Mstep: Class 5 contains 8517 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 25326 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 15353 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 34724 members 
Mstep: Class 12 contains 25752 members 
Mstep: Class 13 contains 3687 members 
Mstep: Class 14 contains 1996 members 
Mstep: Class 15 contains 9635 members 
Mstep: Class 16 contains 7664 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 6030 members 
Mstep: Class 19 contains 8816 members 
Mstep: Class 20 contains 10205 members 
Mstep: Class 21 contains 21442 members 
Mstep: Class 22 contains 3462 members 
Mstep: Class 23 contains 117657 members 
Mstep: Class 24 contains 18121 members 
Mstep: Class 25 contains 35170 members 
Mstep: Class 26 contains 12508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129920.000000 Penalty: 84147.390625
Iteration 59Q: 27 clusters Score -3.812992e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9289 members 
Mstep: Class 3 contains 25825 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 8514 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 25296 members 
Mstep: Class 8 contains 8818 members 
Mstep: Class 9 contains 15496 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 34721 members 
Mstep: Class 12 contains 25756 members 
Mstep: Class 13 contains 3694 members 
Mstep: Class 14 contains 1973 members 
Mstep: Class 15 contains 9640 members 
Mstep: Class 16 contains 7650 members 
Mstep: Class 17 contains 24773 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 8814 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 21391 members 
Mstep: Class 22 contains 3464 members 
Mstep: Class 23 contains 116833 members 
Mstep: Class 24 contains 18143 members 
Mstep: Class 25 contains 35777 members 
Mstep: Class 26 contains 12578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38130144.000000 Penalty: 84147.390625
Iteration 60F: 27 clusters Score -3.813014e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 25822 members 
Mstep: Class 4 contains 9251 members 
Mstep: Class 5 contains 8533 members 
Mstep: Class 6 contains 11621 members 
Mstep: Class 7 contains 25257 members 
Mstep: Class 8 contains 8799 members 
Mstep: Class 9 contains 15634 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 34693 members 
Mstep: Class 12 contains 25752 members 
Mstep: Class 13 contains 3703 members 
Mstep: Class 14 contains 1958 members 
Mstep: Class 15 contains 9640 members 
Mstep: Class 16 contains 7633 members 
Mstep: Class 17 contains 24811 members 
Mstep: Class 18 contains 6110 members 
Mstep: Class 19 contains 8811 members 
Mstep: Class 20 contains 10193 members 
Mstep: Class 21 contains 21346 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 116028 members 
Mstep: Class 24 contains 18151 members 
Mstep: Class 25 contains 36362 members 
Mstep: Class 26 contains 12634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38130460.000000 Penalty: 84147.390625
Iteration 61Q: 27 clusters Score -3.813046e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9331 members 
Mstep: Class 3 contains 25819 members 
Mstep: Class 4 contains 9236 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 25212 members 
Mstep: Class 8 contains 8777 members 
Mstep: Class 9 contains 15785 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 34662 members 
Mstep: Class 12 contains 25750 members 
Mstep: Class 13 contains 3703 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 17 contains 24851 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 19 contains 8804 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 21324 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 115243 members 
Mstep: Class 24 contains 18162 members 
Mstep: Class 25 contains 36883 members 
Mstep: Class 26 contains 12697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38130672.000000 Penalty: 84147.390625
Iteration 62Q: 27 clusters Score -3.813067e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9355 members 
Mstep: Class 3 contains 25817 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 5 contains 8582 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 25161 members 
Mstep: Class 8 contains 8770 members 
Mstep: Class 9 contains 15930 members 
Mstep: Class 10 contains 4650 members 
Mstep: Class 11 contains 34637 members 
Mstep: Class 12 contains 25744 members 
Mstep: Class 13 contains 3705 members 
Mstep: Class 14 contains 1928 members 
Mstep: Class 15 contains 9638 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 8800 members 
Mstep: Class 20 contains 10173 members 
Mstep: Class 21 contains 21311 members 
Mstep: Class 22 contains 3661 members 
Mstep: Class 23 contains 114520 members 
Mstep: Class 24 contains 18178 members 
Mstep: Class 25 contains 37339 members 
Mstep: Class 26 contains 12782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38130852.000000 Penalty: 84147.390625
Iteration 63Q: 27 clusters Score -3.813085e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9371 members 
Mstep: Class 3 contains 25816 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 8623 members 
Mstep: Class 6 contains 11617 members 
Mstep: Class 7 contains 25123 members 
Mstep: Class 8 contains 8758 members 
Mstep: Class 9 contains 16062 members 
Mstep: Class 10 contains 4649 members 
Mstep: Class 11 contains 34606 members 
Mstep: Class 12 contains 25747 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 9636 members 
Mstep: Class 16 contains 7606 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 6236 members 
Mstep: Class 19 contains 8793 members 
Mstep: Class 20 contains 10162 members 
Mstep: Class 21 contains 21308 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 113840 members 
Mstep: Class 24 contains 18186 members 
Mstep: Class 25 contains 37750 members 
Mstep: Class 26 contains 12863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3226.858398 but Gain 3236.437500
Score: -38131308.000000 Penalty: 80910.953125
Iteration 64Q: 26 clusters Score -3.813131e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9390 members 
Mstep: Class 3 contains 25815 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 11615 members 
Mstep: Class 7 contains 25083 members 
Mstep: Class 8 contains 8740 members 
Mstep: Class 9 contains 16199 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 34577 members 
Mstep: Class 12 contains 25755 members 
Mstep: Class 13 contains 3712 members 
Mstep: Class 15 contains 9638 members 
Mstep: Class 16 contains 7594 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 18 contains 6281 members 
Mstep: Class 19 contains 8786 members 
Mstep: Class 20 contains 10160 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 113609 members 
Mstep: Class 24 contains 18213 members 
Mstep: Class 25 contains 38137 members 
Mstep: Class 26 contains 12937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38133824.000000 Penalty: 80910.953125
Iteration 65Q: 26 clusters Score -3.813382e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 25819 members 
Mstep: Class 4 contains 9826 members 
Mstep: Class 5 contains 8698 members 
Mstep: Class 6 contains 11614 members 
Mstep: Class 7 contains 25063 members 
Mstep: Class 8 contains 8742 members 
Mstep: Class 9 contains 16385 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 34557 members 
Mstep: Class 12 contains 25753 members 
Mstep: Class 13 contains 3725 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 17 contains 25423 members 
Mstep: Class 18 contains 6293 members 
Mstep: Class 19 contains 8785 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 21261 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 113083 members 
Mstep: Class 24 contains 18237 members 
Mstep: Class 25 contains 38415 members 
Mstep: Class 26 contains 12993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134052.000000 Penalty: 80910.953125
Iteration 66Q: 26 clusters Score -3.813405e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9424 members 
Mstep: Class 3 contains 25820 members 
Mstep: Class 4 contains 9809 members 
Mstep: Class 5 contains 8698 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 25037 members 
Mstep: Class 8 contains 8736 members 
Mstep: Class 9 contains 16551 members 
Mstep: Class 10 contains 4646 members 
Mstep: Class 11 contains 34533 members 
Mstep: Class 12 contains 25754 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 25411 members 
Mstep: Class 18 contains 6323 members 
Mstep: Class 19 contains 8783 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 21249 members 
Mstep: Class 22 contains 3833 members 
Mstep: Class 23 contains 112613 members 
Mstep: Class 24 contains 18256 members 
Mstep: Class 25 contains 38672 members 
Mstep: Class 26 contains 13039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134240.000000 Penalty: 80910.953125
Iteration 67Q: 26 clusters Score -3.813424e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9442 members 
Mstep: Class 3 contains 25817 members 
Mstep: Class 4 contains 9798 members 
Mstep: Class 5 contains 8699 members 
Mstep: Class 6 contains 11613 members 
Mstep: Class 7 contains 25019 members 
Mstep: Class 8 contains 8723 members 
Mstep: Class 9 contains 16681 members 
Mstep: Class 10 contains 4647 members 
Mstep: Class 11 contains 34511 members 
Mstep: Class 12 contains 25753 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 25397 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 8778 members 
Mstep: Class 20 contains 10150 members 
Mstep: Class 21 contains 21252 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 112220 members 
Mstep: Class 24 contains 18262 members 
Mstep: Class 25 contains 38890 members 
Mstep: Class 26 contains 13092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134508.000000 Penalty: 80910.953125
Iteration 68Q: 26 clusters Score -3.813451e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9459 members 
Mstep: Class 3 contains 25816 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 11613 members 
Mstep: Class 7 contains 24989 members 
Mstep: Class 8 contains 8714 members 
Mstep: Class 9 contains 16800 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 34482 members 
Mstep: Class 12 contains 25753 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7505 members 
Mstep: Class 17 contains 25391 members 
Mstep: Class 18 contains 6368 members 
Mstep: Class 19 contains 8775 members 
Mstep: Class 20 contains 10147 members 
Mstep: Class 21 contains 21262 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 111865 members 
Mstep: Class 24 contains 18274 members 
Mstep: Class 25 contains 39055 members 
Mstep: Class 26 contains 13156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134720.000000 Penalty: 80910.953125
Iteration 69Q: 26 clusters Score -3.813472e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9481 members 
Mstep: Class 3 contains 25813 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 8707 members 
Mstep: Class 6 contains 11613 members 
Mstep: Class 7 contains 24957 members 
Mstep: Class 8 contains 8714 members 
Mstep: Class 9 contains 16898 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 34446 members 
Mstep: Class 12 contains 25758 members 
Mstep: Class 13 contains 3753 members 
Mstep: Class 15 contains 9636 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 25391 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 10143 members 
Mstep: Class 21 contains 21261 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 111562 members 
Mstep: Class 24 contains 18280 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 13211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134608.000000 Penalty: 80910.953125
Iteration 70Q: 26 clusters Score -3.813461e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9499 members 
Mstep: Class 3 contains 25810 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 8707 members 
Mstep: Class 6 contains 11614 members 
Mstep: Class 7 contains 24941 members 
Mstep: Class 8 contains 8712 members 
Mstep: Class 9 contains 16991 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 34426 members 
Mstep: Class 12 contains 25759 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 15 contains 9635 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 25382 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 8767 members 
Mstep: Class 20 contains 10140 members 
Mstep: Class 21 contains 21266 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 111292 members 
Mstep: Class 24 contains 18285 members 
Mstep: Class 25 contains 39278 members 
Mstep: Class 26 contains 13269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134684.000000 Penalty: 80910.953125
Iteration 71Q: 26 clusters Score -3.813468e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9507 members 
Mstep: Class 3 contains 25810 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 11615 members 
Mstep: Class 7 contains 24923 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 17087 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 34399 members 
Mstep: Class 12 contains 25766 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 15 contains 9633 members 
Mstep: Class 16 contains 7467 members 
Mstep: Class 17 contains 25383 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 8762 members 
Mstep: Class 20 contains 10136 members 
Mstep: Class 21 contains 21259 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 111050 members 
Mstep: Class 24 contains 18286 members 
Mstep: Class 25 contains 39386 members 
Mstep: Class 26 contains 13308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134680.000000 Penalty: 80910.953125
Iteration 72Q: 26 clusters Score -3.813468e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 25808 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 8706 members 
Mstep: Class 6 contains 11615 members 
Mstep: Class 7 contains 24902 members 
Mstep: Class 8 contains 8720 members 
Mstep: Class 9 contains 17168 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 34377 members 
Mstep: Class 12 contains 25766 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 15 contains 9633 members 
Mstep: Class 16 contains 7452 members 
Mstep: Class 17 contains 25382 members 
Mstep: Class 18 contains 6462 members 
Mstep: Class 19 contains 8761 members 
Mstep: Class 20 contains 10131 members 
Mstep: Class 21 contains 21254 members 
Mstep: Class 22 contains 4045 members 
Mstep: Class 23 contains 110889 members 
Mstep: Class 24 contains 18288 members 
Mstep: Class 25 contains 39433 members 
Mstep: Class 26 contains 13348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134644.000000 Penalty: 80910.953125
Iteration 73Q: 26 clusters Score -3.813464e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 25807 members 
Mstep: Class 4 contains 9751 members 
Mstep: Class 5 contains 8697 members 
Mstep: Class 6 contains 11614 members 
Mstep: Class 7 contains 24883 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 17247 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 34347 members 
Mstep: Class 12 contains 25767 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 25378 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 8751 members 
Mstep: Class 20 contains 10128 members 
Mstep: Class 21 contains 21256 members 
Mstep: Class 22 contains 4089 members 
Mstep: Class 23 contains 110759 members 
Mstep: Class 24 contains 18293 members 
Mstep: Class 25 contains 39456 members 
Mstep: Class 26 contains 13391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134716.000000 Penalty: 80910.953125
Iteration 74Q: 26 clusters Score -3.813472e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9532 members 
Mstep: Class 3 contains 25806 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 8695 members 
Mstep: Class 6 contains 11614 members 
Mstep: Class 7 contains 24866 members 
Mstep: Class 8 contains 8735 members 
Mstep: Class 9 contains 17324 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 34314 members 
Mstep: Class 12 contains 25770 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 15 contains 9632 members 
Mstep: Class 16 contains 7439 members 
Mstep: Class 17 contains 25378 members 
Mstep: Class 18 contains 6498 members 
Mstep: Class 19 contains 8739 members 
Mstep: Class 20 contains 10125 members 
Mstep: Class 21 contains 21246 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 110619 members 
Mstep: Class 24 contains 18292 members 
Mstep: Class 25 contains 39472 members 
Mstep: Class 26 contains 13438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134772.000000 Penalty: 80910.953125
Iteration 75Q: 26 clusters Score -3.813477e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9541 members 
Mstep: Class 3 contains 25804 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 8688 members 
Mstep: Class 6 contains 11613 members 
Mstep: Class 7 contains 24846 members 
Mstep: Class 8 contains 8736 members 
Mstep: Class 9 contains 17400 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 34279 members 
Mstep: Class 12 contains 25775 members 
Mstep: Class 13 contains 3768 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 7436 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 18 contains 6510 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 10122 members 
Mstep: Class 21 contains 21244 members 
Mstep: Class 22 contains 4179 members 
Mstep: Class 23 contains 110504 members 
Mstep: Class 24 contains 18295 members 
Mstep: Class 25 contains 39490 members 
Mstep: Class 26 contains 13473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134812.000000 Penalty: 80910.953125
Iteration 76Q: 26 clusters Score -3.813481e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 25799 members 
Mstep: Class 4 contains 9703 members 
Mstep: Class 5 contains 8684 members 
Mstep: Class 6 contains 11614 members 
Mstep: Class 7 contains 24822 members 
Mstep: Class 8 contains 8743 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 34241 members 
Mstep: Class 12 contains 25781 members 
Mstep: Class 13 contains 3774 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 25383 members 
Mstep: Class 18 contains 6526 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 10118 members 
Mstep: Class 21 contains 21223 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 110404 members 
Mstep: Class 24 contains 18301 members 
Mstep: Class 25 contains 39499 members 
Mstep: Class 26 contains 13517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134728.000000 Penalty: 80910.953125
Iteration 77Q: 26 clusters Score -3.813473e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9553 members 
Mstep: Class 3 contains 25798 members 
Mstep: Class 4 contains 9695 members 
Mstep: Class 5 contains 8688 members 
Mstep: Class 6 contains 11614 members 
Mstep: Class 7 contains 24804 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 17531 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 34201 members 
Mstep: Class 12 contains 25782 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 15 contains 9633 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 25374 members 
Mstep: Class 18 contains 6543 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 21191 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 110311 members 
Mstep: Class 24 contains 18306 members 
Mstep: Class 25 contains 39516 members 
Mstep: Class 26 contains 13541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134780.000000 Penalty: 80910.953125
Iteration 78Q: 26 clusters Score -3.813478e+07 nChanged 489
Entering ConstructFrom: 
Score: -38134780.000000 Penalty: 80910.953125
Entering ConstructFrom: 
Trying to split cluster 1 (5373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Entering Unmasked Estep 
Score: -476951.156250 Penalty: 2130.107178
	Iteration 0F: 2 clusters Score -476951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -472187.656250 Penalty: 4260.214355
	Iteration 0F: 3 clusters Score -472187.7 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -473403.406250 Penalty: 4260.214355
	Iteration 1F: 3 clusters Score -473403.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -473631.437500 Penalty: 4260.214355
	Iteration 2F: 3 clusters Score -473631.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -473783.750000 Penalty: 4260.214355
	Iteration 3F: 3 clusters Score -473783.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -473879.062500 Penalty: 4260.214355
	Iteration 4Q: 3 clusters Score -473879.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -473952.687500 Penalty: 4260.214355
	Iteration 5Q: 3 clusters Score -473952.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -474016.343750 Penalty: 4260.214355
	Iteration 6Q: 3 clusters Score -474016.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -474074.906250 Penalty: 4260.214355
	Iteration 7Q: 3 clusters Score -474074.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -474121.875000 Penalty: 4260.214355
	Iteration 8Q: 3 clusters Score -474121.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -474166.093750 Penalty: 4260.214355
	Iteration 9Q: 3 clusters Score -474166.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -474215.781250 Penalty: 4260.214355
	Iteration 10Q: 3 clusters Score -474215.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -474270.281250 Penalty: 4260.214355
	Iteration 11Q: 3 clusters Score -474270.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -474329.562500 Penalty: 4260.214355
	Iteration 12Q: 3 clusters Score -474329.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -474385.062500 Penalty: 4260.214355
	Iteration 13Q: 3 clusters Score -474385.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -474427.531250 Penalty: 4260.214355
	Iteration 14Q: 3 clusters Score -474427.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -474466.125000 Penalty: 4260.214355
	Iteration 15Q: 3 clusters Score -474466.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -474505.468750 Penalty: 4260.214355
	Iteration 16Q: 3 clusters Score -474505.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -474549.093750 Penalty: 4260.214355
	Iteration 17Q: 3 clusters Score -474549.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -474578.187500 Penalty: 4260.214355
	Iteration 18Q: 3 clusters Score -474578.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -474598.781250 Penalty: 4260.214355
	Iteration 19Q: 3 clusters Score -474598.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -474631.687500 Penalty: 4260.214355
	Iteration 20F: 3 clusters Score -474631.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -474672.125000 Penalty: 4260.214355
	Iteration 21Q: 3 clusters Score -474672.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -474711.625000 Penalty: 4260.214355
	Iteration 22Q: 3 clusters Score -474711.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -474750.406250 Penalty: 4260.214355
	Iteration 23Q: 3 clusters Score -474750.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -474771.562500 Penalty: 4260.214355
	Iteration 24Q: 3 clusters Score -474771.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -474784.875000 Penalty: 4260.214355
	Iteration 25Q: 3 clusters Score -474784.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -474806.250000 Penalty: 4260.214355
	Iteration 26Q: 3 clusters Score -474806.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -474827.812500 Penalty: 4260.214355
	Iteration 27Q: 3 clusters Score -474827.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -474849.093750 Penalty: 4260.214355
	Iteration 28Q: 3 clusters Score -474849.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -474870.843750 Penalty: 4260.214355
	Iteration 29Q: 3 clusters Score -474870.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -474891.062500 Penalty: 4260.214355
	Iteration 30Q: 3 clusters Score -474891.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -474906.968750 Penalty: 4260.214355
	Iteration 31Q: 3 clusters Score -474907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -474921.562500 Penalty: 4260.214355
	Iteration 32Q: 3 clusters Score -474921.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -474935.906250 Penalty: 4260.214355
	Iteration 33Q: 3 clusters Score -474935.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -474948.000000 Penalty: 4260.214355
	Iteration 34Q: 3 clusters Score -474948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -474965.437500 Penalty: 4260.214355
	Iteration 35Q: 3 clusters Score -474965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -474975.968750 Penalty: 4260.214355
	Iteration 36Q: 3 clusters Score -474976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -474981.375000 Penalty: 4260.214355
	Iteration 37Q: 3 clusters Score -474981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -474985.000000 Penalty: 4260.214355
	Iteration 38Q: 3 clusters Score -474985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -474990.156250 Penalty: 4260.214355
	Iteration 39Q: 3 clusters Score -474990.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -475001.343750 Penalty: 4260.214355
	Iteration 40F: 3 clusters Score -475001.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -475007.500000 Penalty: 4260.214355
	Iteration 41Q: 3 clusters Score -475007.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -475015.343750 Penalty: 4260.214355
	Iteration 42Q: 3 clusters Score -475015.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -475021.593750 Penalty: 4260.214355
	Iteration 43Q: 3 clusters Score -475021.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -475027.250000 Penalty: 4260.214355
	Iteration 44Q: 3 clusters Score -475027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -475029.593750 Penalty: 4260.214355
	Iteration 45Q: 3 clusters Score -475029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -475032.781250 Penalty: 4260.214355
	Iteration 46Q: 3 clusters Score -475032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -475034.968750 Penalty: 4260.214355
	Iteration 47Q: 3 clusters Score -475035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -475036.281250 Penalty: 4260.214355
	Iteration 48Q: 3 clusters Score -475036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -475036.281250 Penalty: 4260.214355
	Iteration 49F: 3 clusters Score -475036.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Entering Unmasked Estep 
Score: -825845.062500 Penalty: 2273.108643
	Iteration 0F: 2 clusters Score -825845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -818505.625000 Penalty: 4546.217285
	Iteration 0F: 3 clusters Score -818505.6 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -820599.250000 Penalty: 4546.217285
	Iteration 1F: 3 clusters Score -820599.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -820903.125000 Penalty: 4546.217285
	Iteration 2F: 3 clusters Score -820903.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -821118.812500 Penalty: 4546.217285
	Iteration 3F: 3 clusters Score -821118.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -821306.000000 Penalty: 4546.217285
	Iteration 4Q: 3 clusters Score -821306 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -821524.875000 Penalty: 4546.217285
	Iteration 5Q: 3 clusters Score -821524.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -821786.437500 Penalty: 4546.217285
	Iteration 6Q: 3 clusters Score -821786.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -822101.812500 Penalty: 4546.217285
	Iteration 7Q: 3 clusters Score -822101.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -822492.687500 Penalty: 4546.217285
	Iteration 8F: 3 clusters Score -822492.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -822906.312500 Penalty: 4546.217285
	Iteration 9F: 3 clusters Score -822906.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -823261.625000 Penalty: 4546.217285
	Iteration 10Q: 3 clusters Score -823261.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -823531.437500 Penalty: 4546.217285
	Iteration 11Q: 3 clusters Score -823531.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -823728.937500 Penalty: 4546.217285
	Iteration 12Q: 3 clusters Score -823728.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -823849.250000 Penalty: 4546.217285
	Iteration 13Q: 3 clusters Score -823849.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -823951.250000 Penalty: 4546.217285
	Iteration 14Q: 3 clusters Score -823951.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -824019.500000 Penalty: 4546.217285
	Iteration 15Q: 3 clusters Score -824019.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -824066.500000 Penalty: 4546.217285
	Iteration 16Q: 3 clusters Score -824066.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -824089.562500 Penalty: 4546.217285
	Iteration 17Q: 3 clusters Score -824089.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -824101.375000 Penalty: 4546.217285
	Iteration 18Q: 3 clusters Score -824101.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -824111.250000 Penalty: 4546.217285
	Iteration 19Q: 3 clusters Score -824111.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -824114.375000 Penalty: 4546.217285
	Iteration 20F: 3 clusters Score -824114.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -824117.687500 Penalty: 4546.217285
	Iteration 21Q: 3 clusters Score -824117.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -824125.000000 Penalty: 4546.217285
	Iteration 22Q: 3 clusters Score -824125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -824131.437500 Penalty: 4546.217285
	Iteration 23Q: 3 clusters Score -824131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -824129.750000 Penalty: 4546.217285
	Iteration 24Q: 3 clusters Score -824129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -824135.687500 Penalty: 4546.217285
	Iteration 25Q: 3 clusters Score -824135.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -824137.250000 Penalty: 4546.217285
	Iteration 26Q: 3 clusters Score -824137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -824139.125000 Penalty: 4546.217285
	Iteration 27Q: 3 clusters Score -824139.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -824140.625000 Penalty: 4546.217285
	Iteration 28Q: 3 clusters Score -824140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -824143.000000 Penalty: 4546.217285
	Iteration 29Q: 3 clusters Score -824143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -824145.375000 Penalty: 4546.217285
	Iteration 30Q: 3 clusters Score -824145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -824146.312500 Penalty: 4546.217285
	Iteration 31Q: 3 clusters Score -824146.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -824148.687500 Penalty: 4546.217285
	Iteration 32Q: 3 clusters Score -824148.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -824150.750000 Penalty: 4546.217285
	Iteration 33Q: 3 clusters Score -824150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -824151.875000 Penalty: 4546.217285
	Iteration 34Q: 3 clusters Score -824151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -824153.312500 Penalty: 4546.217285
	Iteration 35Q: 3 clusters Score -824153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -824155.437500 Penalty: 4546.217285
	Iteration 36Q: 3 clusters Score -824155.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -824154.875000 Penalty: 4546.217285
	Iteration 37Q: 3 clusters Score -824154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -824154.750000 Penalty: 4546.217285
	Iteration 38Q: 3 clusters Score -824154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -824154.875000 Penalty: 4546.217285
	Iteration 39Q: 3 clusters Score -824154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -824154.875000 Penalty: 4546.217285
	Iteration 40F: 3 clusters Score -824154.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Entering Unmasked Estep 
Score: -2237439.000000 Penalty: 2519.187256
	Iteration 0F: 2 clusters Score -2237439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2219781.750000 Penalty: 5038.374512
	Iteration 0F: 3 clusters Score -2219782 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2226150.250000 Penalty: 5038.374512
	Iteration 1F: 3 clusters Score -2226150 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2226861.000000 Penalty: 5038.374512
	Iteration 2F: 3 clusters Score -2226861 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2227701.250000 Penalty: 5038.374512
	Iteration 3F: 3 clusters Score -2227701 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2228778.250000 Penalty: 5038.374512
	Iteration 4F: 3 clusters Score -2228778 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2229997.250000 Penalty: 5038.374512
	Iteration 5F: 3 clusters Score -2229997 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2231116.750000 Penalty: 5038.374512
	Iteration 6F: 3 clusters Score -2231117 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2232037.250000 Penalty: 5038.374512
	Iteration 7F: 3 clusters Score -2232037 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2232716.250000 Penalty: 5038.374512
	Iteration 8Q: 3 clusters Score -2232716 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2233213.250000 Penalty: 5038.374512
	Iteration 9Q: 3 clusters Score -2233213 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2233565.250000 Penalty: 5038.374512
	Iteration 10Q: 3 clusters Score -2233565 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2233844.750000 Penalty: 5038.374512
	Iteration 11Q: 3 clusters Score -2233845 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2234113.000000 Penalty: 5038.374512
	Iteration 12Q: 3 clusters Score -2234113 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2234366.500000 Penalty: 5038.374512
	Iteration 13Q: 3 clusters Score -2234366 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2234550.750000 Penalty: 5038.374512
	Iteration 14Q: 3 clusters Score -2234551 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2234689.500000 Penalty: 5038.374512
	Iteration 15Q: 3 clusters Score -2234690 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2234818.250000 Penalty: 5038.374512
	Iteration 16Q: 3 clusters Score -2234818 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2234928.500000 Penalty: 5038.374512
	Iteration 17Q: 3 clusters Score -2234928 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2235043.000000 Penalty: 5038.374512
	Iteration 18Q: 3 clusters Score -2235043 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2235147.000000 Penalty: 5038.374512
	Iteration 19Q: 3 clusters Score -2235147 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2235235.750000 Penalty: 5038.374512
	Iteration 20F: 3 clusters Score -2235236 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2235337.500000 Penalty: 5038.374512
	Iteration 21Q: 3 clusters Score -2235338 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2235441.750000 Penalty: 5038.374512
	Iteration 22Q: 3 clusters Score -2235442 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2235529.750000 Penalty: 5038.374512
	Iteration 23Q: 3 clusters Score -2235530 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2235602.750000 Penalty: 5038.374512
	Iteration 24Q: 3 clusters Score -2235603 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2235657.000000 Penalty: 5038.374512
	Iteration 25Q: 3 clusters Score -2235657 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2235705.000000 Penalty: 5038.374512
	Iteration 26Q: 3 clusters Score -2235705 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2235730.500000 Penalty: 5038.374512
	Iteration 27Q: 3 clusters Score -2235730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2235756.750000 Penalty: 5038.374512
	Iteration 28Q: 3 clusters Score -2235757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2235768.500000 Penalty: 5038.374512
	Iteration 29Q: 3 clusters Score -2235768 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2235786.500000 Penalty: 5038.374512
	Iteration 30Q: 3 clusters Score -2235786 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2235806.750000 Penalty: 5038.374512
	Iteration 31Q: 3 clusters Score -2235807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2235808.250000 Penalty: 5038.374512
	Iteration 32Q: 3 clusters Score -2235808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2235813.500000 Penalty: 5038.374512
	Iteration 33Q: 3 clusters Score -2235814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2235820.250000 Penalty: 5038.374512
	Iteration 34Q: 3 clusters Score -2235820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2235826.250000 Penalty: 5038.374512
	Iteration 35Q: 3 clusters Score -2235826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2235830.500000 Penalty: 5038.374512
	Iteration 36Q: 3 clusters Score -2235830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2235839.250000 Penalty: 5038.374512
	Iteration 37Q: 3 clusters Score -2235839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2235839.750000 Penalty: 5038.374512
	Iteration 38Q: 3 clusters Score -2235840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2235846.500000 Penalty: 5038.374512
	Iteration 39Q: 3 clusters Score -2235846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2235846.750000 Penalty: 5038.374512
	Iteration 40F: 3 clusters Score -2235847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2235863.750000 Penalty: 5038.374512
	Iteration 41Q: 3 clusters Score -2235864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2235869.750000 Penalty: 5038.374512
	Iteration 42Q: 3 clusters Score -2235870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2235867.750000 Penalty: 5038.374512
	Iteration 43Q: 3 clusters Score -2235868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2235878.500000 Penalty: 5038.374512
	Iteration 44Q: 3 clusters Score -2235878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2235881.500000 Penalty: 5038.374512
	Iteration 45Q: 3 clusters Score -2235882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2235886.750000 Penalty: 5038.374512
	Iteration 46Q: 3 clusters Score -2235887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2235879.000000 Penalty: 5038.374512
	Iteration 47Q: 3 clusters Score -2235879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2235891.500000 Penalty: 5038.374512
	Iteration 48Q: 3 clusters Score -2235892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2235890.000000 Penalty: 5038.374512
	Iteration 49Q: 3 clusters Score -2235890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2235900.750000 Penalty: 5038.374512
	Iteration 50Q: 3 clusters Score -2235901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2235904.000000 Penalty: 5038.374512
	Iteration 51Q: 3 clusters Score -2235904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2235910.250000 Penalty: 5038.374512
	Iteration 52Q: 3 clusters Score -2235910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2235916.000000 Penalty: 5038.374512
	Iteration 53Q: 3 clusters Score -2235916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2235917.250000 Penalty: 5038.374512
	Iteration 54Q: 3 clusters Score -2235917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2235916.250000 Penalty: 5038.374512
	Iteration 55Q: 3 clusters Score -2235916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2235920.000000 Penalty: 5038.374512
	Iteration 56Q: 3 clusters Score -2235920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2235926.250000 Penalty: 5038.374512
	Iteration 57Q: 3 clusters Score -2235926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2235932.500000 Penalty: 5038.374512
	Iteration 58Q: 3 clusters Score -2235932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2235935.750000 Penalty: 5038.374512
	Iteration 59Q: 3 clusters Score -2235936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2235932.750000 Penalty: 5038.374512
	Iteration 60F: 3 clusters Score -2235933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2235940.250000 Penalty: 5038.374512
	Iteration 61Q: 3 clusters Score -2235940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2235938.250000 Penalty: 5038.374512
	Iteration 62Q: 3 clusters Score -2235938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2235943.750000 Penalty: 5038.374512
	Iteration 63Q: 3 clusters Score -2235944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2235946.500000 Penalty: 5038.374512
	Iteration 64Q: 3 clusters Score -2235946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2235946.750000 Penalty: 5038.374512
	Iteration 65Q: 3 clusters Score -2235947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2235940.500000 Penalty: 5038.374512
	Iteration 66Q: 3 clusters Score -2235940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2235945.250000 Penalty: 5038.374512
	Iteration 67Q: 3 clusters Score -2235945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2235946.250000 Penalty: 5038.374512
	Iteration 68Q: 3 clusters Score -2235946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2235944.250000 Penalty: 5038.374512
	Iteration 69Q: 3 clusters Score -2235944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2235947.500000 Penalty: 5038.374512
	Iteration 70Q: 3 clusters Score -2235948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2235951.250000 Penalty: 5038.374512
	Iteration 71Q: 3 clusters Score -2235951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2235947.250000 Penalty: 5038.374512
	Iteration 72Q: 3 clusters Score -2235947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2235947.750000 Penalty: 5038.374512
	Iteration 73Q: 3 clusters Score -2235948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2235952.000000 Penalty: 5038.374512
	Iteration 74Q: 3 clusters Score -2235952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2235946.750000 Penalty: 5038.374512
	Iteration 75Q: 3 clusters Score -2235947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2235953.000000 Penalty: 5038.374512
	Iteration 76Q: 3 clusters Score -2235953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2235954.750000 Penalty: 5038.374512
	Iteration 77Q: 3 clusters Score -2235955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2235961.500000 Penalty: 5038.374512
	Iteration 78Q: 3 clusters Score -2235962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2235956.500000 Penalty: 5038.374512
	Iteration 79Q: 3 clusters Score -2235956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2235960.500000 Penalty: 5038.374512
	Iteration 80F: 3 clusters Score -2235960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2235964.500000 Penalty: 5038.374512
	Iteration 81Q: 3 clusters Score -2235964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2235973.250000 Penalty: 5038.374512
	Iteration 82Q: 3 clusters Score -2235973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2235980.000000 Penalty: 5038.374512
	Iteration 83Q: 3 clusters Score -2235980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2235981.250000 Penalty: 5038.374512
	Iteration 84Q: 3 clusters Score -2235981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2235981.000000 Penalty: 5038.374512
	Iteration 85Q: 3 clusters Score -2235981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2235986.250000 Penalty: 5038.374512
	Iteration 86Q: 3 clusters Score -2235986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2235988.250000 Penalty: 5038.374512
	Iteration 87Q: 3 clusters Score -2235988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2235989.750000 Penalty: 5038.374512
	Iteration 88Q: 3 clusters Score -2235990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2236000.750000 Penalty: 5038.374512
	Iteration 89Q: 3 clusters Score -2236001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2236003.500000 Penalty: 5038.374512
	Iteration 90Q: 3 clusters Score -2236004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2236003.750000 Penalty: 5038.374512
	Iteration 91Q: 3 clusters Score -2236004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2235999.000000 Penalty: 5038.374512
	Iteration 92Q: 3 clusters Score -2235999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2235997.500000 Penalty: 5038.374512
	Iteration 93Q: 3 clusters Score -2235998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2236004.750000 Penalty: 5038.374512
	Iteration 94Q: 3 clusters Score -2236005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2236003.750000 Penalty: 5038.374512
	Iteration 95Q: 3 clusters Score -2236004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2236002.500000 Penalty: 5038.374512
	Iteration 96Q: 3 clusters Score -2236002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2236007.250000 Penalty: 5038.374512
	Iteration 97Q: 3 clusters Score -2236007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2236005.500000 Penalty: 5038.374512
	Iteration 98Q: 3 clusters Score -2236006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2236009.000000 Penalty: 5038.374512
	Iteration 99Q: 3 clusters Score -2236009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2236014.500000 Penalty: 5038.374512
	Iteration 100F: 3 clusters Score -2236014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2236014.000000 Penalty: 5038.374512
	Iteration 101Q: 3 clusters Score -2236014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2236014.500000 Penalty: 5038.374512
	Iteration 102Q: 3 clusters Score -2236014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2236013.250000 Penalty: 5038.374512
	Iteration 103Q: 3 clusters Score -2236013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2236013.250000 Penalty: 5038.374512
	Iteration 104F: 3 clusters Score -2236013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Entering Unmasked Estep 
Score: -819978.250000 Penalty: 2276.124268
	Iteration 0F: 2 clusters Score -819978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -812547.062500 Penalty: 4552.248535
	Iteration 0F: 3 clusters Score -812547.1 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -814687.312500 Penalty: 4552.248535
	Iteration 1F: 3 clusters Score -814687.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -814957.812500 Penalty: 4552.248535
	Iteration 2F: 3 clusters Score -814957.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -815164.875000 Penalty: 4552.248535
	Iteration 3Q: 3 clusters Score -815164.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -815336.875000 Penalty: 4552.248535
	Iteration 4Q: 3 clusters Score -815336.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -815487.500000 Penalty: 4552.248535
	Iteration 5Q: 3 clusters Score -815487.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -815615.500000 Penalty: 4552.248535
	Iteration 6Q: 3 clusters Score -815615.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -815752.812500 Penalty: 4552.248535
	Iteration 7Q: 3 clusters Score -815752.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -815916.437500 Penalty: 4552.248535
	Iteration 8Q: 3 clusters Score -815916.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -816090.000000 Penalty: 4552.248535
	Iteration 9Q: 3 clusters Score -816090 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -816275.375000 Penalty: 4552.248535
	Iteration 10Q: 3 clusters Score -816275.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -816461.625000 Penalty: 4552.248535
	Iteration 11Q: 3 clusters Score -816461.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -816677.937500 Penalty: 4552.248535
	Iteration 12Q: 3 clusters Score -816677.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -816891.875000 Penalty: 4552.248535
	Iteration 13Q: 3 clusters Score -816891.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -817096.812500 Penalty: 4552.248535
	Iteration 14Q: 3 clusters Score -817096.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -817265.187500 Penalty: 4552.248535
	Iteration 15Q: 3 clusters Score -817265.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -817439.375000 Penalty: 4552.248535
	Iteration 16Q: 3 clusters Score -817439.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -817611.312500 Penalty: 4552.248535
	Iteration 17Q: 3 clusters Score -817611.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -817760.625000 Penalty: 4552.248535
	Iteration 18Q: 3 clusters Score -817760.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -817879.187500 Penalty: 4552.248535
	Iteration 19Q: 3 clusters Score -817879.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -817959.000000 Penalty: 4552.248535
	Iteration 20F: 3 clusters Score -817959 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -818020.375000 Penalty: 4552.248535
	Iteration 21Q: 3 clusters Score -818020.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -818055.187500 Penalty: 4552.248535
	Iteration 22Q: 3 clusters Score -818055.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -818079.312500 Penalty: 4552.248535
	Iteration 23Q: 3 clusters Score -818079.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -818096.437500 Penalty: 4552.248535
	Iteration 24Q: 3 clusters Score -818096.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -818114.687500 Penalty: 4552.248535
	Iteration 25Q: 3 clusters Score -818114.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -818131.375000 Penalty: 4552.248535
	Iteration 26Q: 3 clusters Score -818131.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -818145.062500 Penalty: 4552.248535
	Iteration 27Q: 3 clusters Score -818145.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -818156.062500 Penalty: 4552.248535
	Iteration 28Q: 3 clusters Score -818156.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -818163.812500 Penalty: 4552.248535
	Iteration 29Q: 3 clusters Score -818163.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -818175.000000 Penalty: 4552.248535
	Iteration 30Q: 3 clusters Score -818175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -818185.125000 Penalty: 4552.248535
	Iteration 31Q: 3 clusters Score -818185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -818187.312500 Penalty: 4552.248535
	Iteration 32Q: 3 clusters Score -818187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -818191.375000 Penalty: 4552.248535
	Iteration 33Q: 3 clusters Score -818191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -818194.375000 Penalty: 4552.248535
	Iteration 34Q: 3 clusters Score -818194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -818198.000000 Penalty: 4552.248535
	Iteration 35Q: 3 clusters Score -818198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -818204.125000 Penalty: 4552.248535
	Iteration 36Q: 3 clusters Score -818204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -818210.437500 Penalty: 4552.248535
	Iteration 37Q: 3 clusters Score -818210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -818211.375000 Penalty: 4552.248535
	Iteration 38Q: 3 clusters Score -818211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -818211.437500 Penalty: 4552.248535
	Iteration 39Q: 3 clusters Score -818211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -818211.375000 Penalty: 4552.248535
	Iteration 40F: 3 clusters Score -818211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -818214.687500 Penalty: 4552.248535
	Iteration 41Q: 3 clusters Score -818214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -818217.125000 Penalty: 4552.248535
	Iteration 42Q: 3 clusters Score -818217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -818219.875000 Penalty: 4552.248535
	Iteration 43Q: 3 clusters Score -818219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -818224.875000 Penalty: 4552.248535
	Iteration 44Q: 3 clusters Score -818224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -818229.500000 Penalty: 4552.248535
	Iteration 45Q: 3 clusters Score -818229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -818229.500000 Penalty: 4552.248535
	Iteration 46F: 3 clusters Score -818229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Entering Unmasked Estep 
Score: -683432.125000 Penalty: 2249.113770
	Iteration 0F: 2 clusters Score -683432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -676540.875000 Penalty: 4498.227539
	Iteration 0F: 3 clusters Score -676540.9 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -678535.250000 Penalty: 4498.227539
	Iteration 1F: 3 clusters Score -678535.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -678914.875000 Penalty: 4498.227539
	Iteration 2F: 3 clusters Score -678914.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -679203.750000 Penalty: 4498.227539
	Iteration 3F: 3 clusters Score -679203.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -679451.875000 Penalty: 4498.227539
	Iteration 4Q: 3 clusters Score -679451.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -679641.687500 Penalty: 4498.227539
	Iteration 5Q: 3 clusters Score -679641.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -679834.312500 Penalty: 4498.227539
	Iteration 6Q: 3 clusters Score -679834.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -680018.250000 Penalty: 4498.227539
	Iteration 7Q: 3 clusters Score -680018.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -680185.812500 Penalty: 4498.227539
	Iteration 8Q: 3 clusters Score -680185.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -680308.812500 Penalty: 4498.227539
	Iteration 9Q: 3 clusters Score -680308.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -680411.750000 Penalty: 4498.227539
	Iteration 10Q: 3 clusters Score -680411.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -680497.437500 Penalty: 4498.227539
	Iteration 11Q: 3 clusters Score -680497.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -680571.312500 Penalty: 4498.227539
	Iteration 12Q: 3 clusters Score -680571.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -680635.562500 Penalty: 4498.227539
	Iteration 13Q: 3 clusters Score -680635.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -680696.937500 Penalty: 4498.227539
	Iteration 14Q: 3 clusters Score -680696.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -680738.125000 Penalty: 4498.227539
	Iteration 15Q: 3 clusters Score -680738.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -680765.750000 Penalty: 4498.227539
	Iteration 16Q: 3 clusters Score -680765.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -680795.875000 Penalty: 4498.227539
	Iteration 17Q: 3 clusters Score -680795.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -680811.312500 Penalty: 4498.227539
	Iteration 18Q: 3 clusters Score -680811.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -680832.125000 Penalty: 4498.227539
	Iteration 19Q: 3 clusters Score -680832.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -680856.062500 Penalty: 4498.227539
	Iteration 20F: 3 clusters Score -680856.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -680871.437500 Penalty: 4498.227539
	Iteration 21Q: 3 clusters Score -680871.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -680886.625000 Penalty: 4498.227539
	Iteration 22Q: 3 clusters Score -680886.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -680899.812500 Penalty: 4498.227539
	Iteration 23Q: 3 clusters Score -680899.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -680913.937500 Penalty: 4498.227539
	Iteration 24Q: 3 clusters Score -680913.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -680922.937500 Penalty: 4498.227539
	Iteration 25Q: 3 clusters Score -680922.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -680931.687500 Penalty: 4498.227539
	Iteration 26Q: 3 clusters Score -680931.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -680943.687500 Penalty: 4498.227539
	Iteration 27Q: 3 clusters Score -680943.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -680951.062500 Penalty: 4498.227539
	Iteration 28Q: 3 clusters Score -680951.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -680962.000000 Penalty: 4498.227539
	Iteration 29Q: 3 clusters Score -680962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -680968.625000 Penalty: 4498.227539
	Iteration 30Q: 3 clusters Score -680968.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -680971.187500 Penalty: 4498.227539
	Iteration 31Q: 3 clusters Score -680971.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -680980.250000 Penalty: 4498.227539
	Iteration 32Q: 3 clusters Score -680980.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -680988.187500 Penalty: 4498.227539
	Iteration 33Q: 3 clusters Score -680988.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -680993.687500 Penalty: 4498.227539
	Iteration 34Q: 3 clusters Score -680993.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -681002.437500 Penalty: 4498.227539
	Iteration 35Q: 3 clusters Score -681002.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -681010.375000 Penalty: 4498.227539
	Iteration 36Q: 3 clusters Score -681010.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -681021.625000 Penalty: 4498.227539
	Iteration 37Q: 3 clusters Score -681021.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -681032.312500 Penalty: 4498.227539
	Iteration 38Q: 3 clusters Score -681032.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -681036.312500 Penalty: 4498.227539
	Iteration 39Q: 3 clusters Score -681036.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -681043.000000 Penalty: 4498.227539
	Iteration 40F: 3 clusters Score -681043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -681046.562500 Penalty: 4498.227539
	Iteration 41Q: 3 clusters Score -681046.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -681051.187500 Penalty: 4498.227539
	Iteration 42Q: 3 clusters Score -681051.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -681056.000000 Penalty: 4498.227539
	Iteration 43Q: 3 clusters Score -681056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -681058.875000 Penalty: 4498.227539
	Iteration 44Q: 3 clusters Score -681058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -681062.375000 Penalty: 4498.227539
	Iteration 45Q: 3 clusters Score -681062.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -681064.500000 Penalty: 4498.227539
	Iteration 46Q: 3 clusters Score -681064.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -681067.500000 Penalty: 4498.227539
	Iteration 47Q: 3 clusters Score -681067.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -681068.875000 Penalty: 4498.227539
	Iteration 48Q: 3 clusters Score -681068.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -681073.062500 Penalty: 4498.227539
	Iteration 49Q: 3 clusters Score -681073.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -681073.875000 Penalty: 4498.227539
	Iteration 50Q: 3 clusters Score -681073.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -681076.750000 Penalty: 4498.227539
	Iteration 51Q: 3 clusters Score -681076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -681081.000000 Penalty: 4498.227539
	Iteration 52Q: 3 clusters Score -681081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -681081.875000 Penalty: 4498.227539
	Iteration 53Q: 3 clusters Score -681081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -681082.812500 Penalty: 4498.227539
	Iteration 54Q: 3 clusters Score -681082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -681081.312500 Penalty: 4498.227539
	Iteration 55Q: 3 clusters Score -681081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -681083.250000 Penalty: 4498.227539
	Iteration 56Q: 3 clusters Score -681083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -681083.500000 Penalty: 4498.227539
	Iteration 57Q: 3 clusters Score -681083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -681085.687500 Penalty: 4498.227539
	Iteration 58Q: 3 clusters Score -681085.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -681090.125000 Penalty: 4498.227539
	Iteration 59Q: 3 clusters Score -681090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -681089.062500 Penalty: 4498.227539
	Iteration 60F: 3 clusters Score -681089.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -681093.750000 Penalty: 4498.227539
	Iteration 61Q: 3 clusters Score -681093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -681100.812500 Penalty: 4498.227539
	Iteration 62Q: 3 clusters Score -681100.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -681103.500000 Penalty: 4498.227539
	Iteration 63Q: 3 clusters Score -681103.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -681108.562500 Penalty: 4498.227539
	Iteration 64Q: 3 clusters Score -681108.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -681112.562500 Penalty: 4498.227539
	Iteration 65Q: 3 clusters Score -681112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -681113.500000 Penalty: 4498.227539
	Iteration 66Q: 3 clusters Score -681113.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -681115.875000 Penalty: 4498.227539
	Iteration 67Q: 3 clusters Score -681115.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -681119.312500 Penalty: 4498.227539
	Iteration 68Q: 3 clusters Score -681119.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -681121.812500 Penalty: 4498.227539
	Iteration 69Q: 3 clusters Score -681121.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -681126.437500 Penalty: 4498.227539
	Iteration 70Q: 3 clusters Score -681126.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -681134.000000 Penalty: 4498.227539
	Iteration 71Q: 3 clusters Score -681134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -681138.750000 Penalty: 4498.227539
	Iteration 72Q: 3 clusters Score -681138.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -681140.500000 Penalty: 4498.227539
	Iteration 73Q: 3 clusters Score -681140.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -681143.187500 Penalty: 4498.227539
	Iteration 74Q: 3 clusters Score -681143.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -681145.312500 Penalty: 4498.227539
	Iteration 75Q: 3 clusters Score -681145.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -681147.625000 Penalty: 4498.227539
	Iteration 76Q: 3 clusters Score -681147.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -681148.250000 Penalty: 4498.227539
	Iteration 77Q: 3 clusters Score -681148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -681149.875000 Penalty: 4498.227539
	Iteration 78Q: 3 clusters Score -681149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -681151.875000 Penalty: 4498.227539
	Iteration 79Q: 3 clusters Score -681151.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -681156.125000 Penalty: 4498.227539
	Iteration 80F: 3 clusters Score -681156.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -681158.812500 Penalty: 4498.227539
	Iteration 81Q: 3 clusters Score -681158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -681160.687500 Penalty: 4498.227539
	Iteration 82Q: 3 clusters Score -681160.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -681164.875000 Penalty: 4498.227539
	Iteration 83Q: 3 clusters Score -681164.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -681166.750000 Penalty: 4498.227539
	Iteration 84Q: 3 clusters Score -681166.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -681171.625000 Penalty: 4498.227539
	Iteration 85Q: 3 clusters Score -681171.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -681173.500000 Penalty: 4498.227539
	Iteration 86Q: 3 clusters Score -681173.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -681176.062500 Penalty: 4498.227539
	Iteration 87Q: 3 clusters Score -681176.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -681183.375000 Penalty: 4498.227539
	Iteration 88Q: 3 clusters Score -681183.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -681185.187500 Penalty: 4498.227539
	Iteration 89Q: 3 clusters Score -681185.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -681188.937500 Penalty: 4498.227539
	Iteration 90Q: 3 clusters Score -681188.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -681191.875000 Penalty: 4498.227539
	Iteration 91Q: 3 clusters Score -681191.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -681197.375000 Penalty: 4498.227539
	Iteration 92Q: 3 clusters Score -681197.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -681202.937500 Penalty: 4498.227539
	Iteration 93Q: 3 clusters Score -681202.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -681205.437500 Penalty: 4498.227539
	Iteration 94Q: 3 clusters Score -681205.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -681213.812500 Penalty: 4498.227539
	Iteration 95Q: 3 clusters Score -681213.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -681219.312500 Penalty: 4498.227539
	Iteration 96Q: 3 clusters Score -681219.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -681225.312500 Penalty: 4498.227539
	Iteration 97Q: 3 clusters Score -681225.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -681228.750000 Penalty: 4498.227539
	Iteration 98Q: 3 clusters Score -681228.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -681232.500000 Penalty: 4498.227539
	Iteration 99Q: 3 clusters Score -681232.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -681237.687500 Penalty: 4498.227539
	Iteration 100F: 3 clusters Score -681237.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -681239.500000 Penalty: 4498.227539
	Iteration 101Q: 3 clusters Score -681239.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -681244.312500 Penalty: 4498.227539
	Iteration 102Q: 3 clusters Score -681244.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -681247.687500 Penalty: 4498.227539
	Iteration 103Q: 3 clusters Score -681247.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -681252.125000 Penalty: 4498.227539
	Iteration 104Q: 3 clusters Score -681252.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -681257.875000 Penalty: 4498.227539
	Iteration 105Q: 3 clusters Score -681257.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -681262.750000 Penalty: 4498.227539
	Iteration 106Q: 3 clusters Score -681262.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -681267.500000 Penalty: 4498.227539
	Iteration 107Q: 3 clusters Score -681267.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -681274.812500 Penalty: 4498.227539
	Iteration 108Q: 3 clusters Score -681274.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -681276.812500 Penalty: 4498.227539
	Iteration 109Q: 3 clusters Score -681276.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -681279.687500 Penalty: 4498.227539
	Iteration 110Q: 3 clusters Score -681279.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -681284.437500 Penalty: 4498.227539
	Iteration 111Q: 3 clusters Score -681284.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -681286.000000 Penalty: 4498.227539
	Iteration 112Q: 3 clusters Score -681286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -681287.875000 Penalty: 4498.227539
	Iteration 113Q: 3 clusters Score -681287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -681290.125000 Penalty: 4498.227539
	Iteration 114Q: 3 clusters Score -681290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -681293.437500 Penalty: 4498.227539
	Iteration 115Q: 3 clusters Score -681293.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -681293.562500 Penalty: 4498.227539
	Iteration 116Q: 3 clusters Score -681293.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -681297.125000 Penalty: 4498.227539
	Iteration 117Q: 3 clusters Score -681297.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -681297.812500 Penalty: 4498.227539
	Iteration 118Q: 3 clusters Score -681297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -681297.687500 Penalty: 4498.227539
	Iteration 119Q: 3 clusters Score -681297.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -681300.500000 Penalty: 4498.227539
	Iteration 120F: 3 clusters Score -681300.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -681303.500000 Penalty: 4498.227539
	Iteration 121Q: 3 clusters Score -681303.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -681307.000000 Penalty: 4498.227539
	Iteration 122Q: 3 clusters Score -681307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -681309.562500 Penalty: 4498.227539
	Iteration 123Q: 3 clusters Score -681309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -681311.062500 Penalty: 4498.227539
	Iteration 124Q: 3 clusters Score -681311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -681313.375000 Penalty: 4498.227539
	Iteration 125Q: 3 clusters Score -681313.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -681313.500000 Penalty: 4498.227539
	Iteration 126Q: 3 clusters Score -681313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -681314.187500 Penalty: 4498.227539
	Iteration 127Q: 3 clusters Score -681314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -681313.500000 Penalty: 4498.227539
	Iteration 128Q: 3 clusters Score -681313.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -681315.437500 Penalty: 4498.227539
	Iteration 129Q: 3 clusters Score -681315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -681316.125000 Penalty: 4498.227539
	Iteration 130Q: 3 clusters Score -681316.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -681315.875000 Penalty: 4498.227539
	Iteration 131Q: 3 clusters Score -681315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -681315.687500 Penalty: 4498.227539
	Iteration 132Q: 3 clusters Score -681315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -681317.687500 Penalty: 4498.227539
	Iteration 133Q: 3 clusters Score -681317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -681315.750000 Penalty: 4498.227539
	Iteration 134Q: 3 clusters Score -681315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -681316.625000 Penalty: 4498.227539
	Iteration 135Q: 3 clusters Score -681316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -681317.875000 Penalty: 4498.227539
	Iteration 136Q: 3 clusters Score -681317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -681317.687500 Penalty: 4498.227539
	Iteration 137Q: 3 clusters Score -681317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -681319.000000 Penalty: 4498.227539
	Iteration 138Q: 3 clusters Score -681319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -681320.625000 Penalty: 4498.227539
	Iteration 139Q: 3 clusters Score -681320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -681321.250000 Penalty: 4498.227539
	Iteration 140F: 3 clusters Score -681321.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Entering Unmasked Estep 
Score: -1020438.562500 Penalty: 2321.229004
	Iteration 0F: 2 clusters Score -1020439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1011820.937500 Penalty: 4642.458008
	Iteration 0F: 3 clusters Score -1011821 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1014668.812500 Penalty: 4642.458008
	Iteration 1F: 3 clusters Score -1014669 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1015107.625000 Penalty: 4642.458008
	Iteration 2F: 3 clusters Score -1015108 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1015379.062500 Penalty: 4642.458008
	Iteration 3F: 3 clusters Score -1015379 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1015591.687500 Penalty: 4642.458008
	Iteration 4Q: 3 clusters Score -1015592 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1015777.937500 Penalty: 4642.458008
	Iteration 5Q: 3 clusters Score -1015778 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1015970.562500 Penalty: 4642.458008
	Iteration 6Q: 3 clusters Score -1015971 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1016184.875000 Penalty: 4642.458008
	Iteration 7Q: 3 clusters Score -1016185 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1016423.875000 Penalty: 4642.458008
	Iteration 8Q: 3 clusters Score -1016424 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1016680.125000 Penalty: 4642.458008
	Iteration 9Q: 3 clusters Score -1016680 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1016934.562500 Penalty: 4642.458008
	Iteration 10Q: 3 clusters Score -1016935 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1017190.187500 Penalty: 4642.458008
	Iteration 11Q: 3 clusters Score -1017190 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1017468.187500 Penalty: 4642.458008
	Iteration 12Q: 3 clusters Score -1017468 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1017731.062500 Penalty: 4642.458008
	Iteration 13Q: 3 clusters Score -1017731 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1018002.687500 Penalty: 4642.458008
	Iteration 14Q: 3 clusters Score -1018003 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1018216.375000 Penalty: 4642.458008
	Iteration 15Q: 3 clusters Score -1018216 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1018351.875000 Penalty: 4642.458008
	Iteration 16Q: 3 clusters Score -1018352 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1018452.312500 Penalty: 4642.458008
	Iteration 17Q: 3 clusters Score -1018452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1018522.000000 Penalty: 4642.458008
	Iteration 18Q: 3 clusters Score -1018522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1018572.500000 Penalty: 4642.458008
	Iteration 19Q: 3 clusters Score -1018572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1018602.375000 Penalty: 4642.458008
	Iteration 20F: 3 clusters Score -1018602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1018624.125000 Penalty: 4642.458008
	Iteration 21Q: 3 clusters Score -1018624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1018644.250000 Penalty: 4642.458008
	Iteration 22Q: 3 clusters Score -1018644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1018660.250000 Penalty: 4642.458008
	Iteration 23Q: 3 clusters Score -1018660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1018679.625000 Penalty: 4642.458008
	Iteration 24Q: 3 clusters Score -1018680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1018694.125000 Penalty: 4642.458008
	Iteration 25Q: 3 clusters Score -1018694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1018709.562500 Penalty: 4642.458008
	Iteration 26Q: 3 clusters Score -1018710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1018722.750000 Penalty: 4642.458008
	Iteration 27Q: 3 clusters Score -1018723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1018733.187500 Penalty: 4642.458008
	Iteration 28Q: 3 clusters Score -1018733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1018740.687500 Penalty: 4642.458008
	Iteration 29Q: 3 clusters Score -1018741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1018742.750000 Penalty: 4642.458008
	Iteration 30Q: 3 clusters Score -1018743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1018747.625000 Penalty: 4642.458008
	Iteration 31Q: 3 clusters Score -1018748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1018752.750000 Penalty: 4642.458008
	Iteration 32Q: 3 clusters Score -1018753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1018757.625000 Penalty: 4642.458008
	Iteration 33Q: 3 clusters Score -1018758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1018761.375000 Penalty: 4642.458008
	Iteration 34Q: 3 clusters Score -1018761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1018765.625000 Penalty: 4642.458008
	Iteration 35Q: 3 clusters Score -1018766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1018764.875000 Penalty: 4642.458008
	Iteration 36Q: 3 clusters Score -1018765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1018771.187500 Penalty: 4642.458008
	Iteration 37Q: 3 clusters Score -1018771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1018770.375000 Penalty: 4642.458008
	Iteration 38Q: 3 clusters Score -1018770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1018770.687500 Penalty: 4642.458008
	Iteration 39Q: 3 clusters Score -1018771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1018772.937500 Penalty: 4642.458008
	Iteration 40F: 3 clusters Score -1018773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1018773.750000 Penalty: 4642.458008
	Iteration 41Q: 3 clusters Score -1018774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1018774.500000 Penalty: 4642.458008
	Iteration 42Q: 3 clusters Score -1018774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1018775.687500 Penalty: 4642.458008
	Iteration 43Q: 3 clusters Score -1018776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1018779.187500 Penalty: 4642.458008
	Iteration 44Q: 3 clusters Score -1018779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1018779.187500 Penalty: 4642.458008
	Iteration 45F: 3 clusters Score -1018779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Entering Unmasked Estep 
Score: -2048326.625000 Penalty: 2509.342529
	Iteration 0F: 2 clusters Score -2048327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2031125.500000 Penalty: 5018.685059
	Iteration 0F: 3 clusters Score -2031126 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2037376.250000 Penalty: 5018.685059
	Iteration 1F: 3 clusters Score -2037376 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2038166.500000 Penalty: 5018.685059
	Iteration 2F: 3 clusters Score -2038166 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2039232.375000 Penalty: 5018.685059
	Iteration 3F: 3 clusters Score -2039232 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2040457.250000 Penalty: 5018.685059
	Iteration 4F: 3 clusters Score -2040457 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2041810.625000 Penalty: 5018.685059
	Iteration 5F: 3 clusters Score -2041811 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2042969.500000 Penalty: 5018.685059
	Iteration 6F: 3 clusters Score -2042970 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2043837.750000 Penalty: 5018.685059
	Iteration 7F: 3 clusters Score -2043838 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2044476.000000 Penalty: 5018.685059
	Iteration 8Q: 3 clusters Score -2044476 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2044977.000000 Penalty: 5018.685059
	Iteration 9Q: 3 clusters Score -2044977 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2045444.500000 Penalty: 5018.685059
	Iteration 10Q: 3 clusters Score -2045444 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2045835.125000 Penalty: 5018.685059
	Iteration 11Q: 3 clusters Score -2045835 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2046187.375000 Penalty: 5018.685059
	Iteration 12Q: 3 clusters Score -2046187 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2046469.375000 Penalty: 5018.685059
	Iteration 13Q: 3 clusters Score -2046469 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2046712.375000 Penalty: 5018.685059
	Iteration 14Q: 3 clusters Score -2046712 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2046896.750000 Penalty: 5018.685059
	Iteration 15Q: 3 clusters Score -2046897 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2047024.625000 Penalty: 5018.685059
	Iteration 16Q: 3 clusters Score -2047025 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2047149.875000 Penalty: 5018.685059
	Iteration 17Q: 3 clusters Score -2047150 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2047254.250000 Penalty: 5018.685059
	Iteration 18Q: 3 clusters Score -2047254 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2047340.750000 Penalty: 5018.685059
	Iteration 19Q: 3 clusters Score -2047341 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2047407.625000 Penalty: 5018.685059
	Iteration 20F: 3 clusters Score -2047408 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2047484.250000 Penalty: 5018.685059
	Iteration 21Q: 3 clusters Score -2047484 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2047526.125000 Penalty: 5018.685059
	Iteration 22Q: 3 clusters Score -2047526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2047562.125000 Penalty: 5018.685059
	Iteration 23Q: 3 clusters Score -2047562 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2047599.125000 Penalty: 5018.685059
	Iteration 24Q: 3 clusters Score -2047599 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2047613.750000 Penalty: 5018.685059
	Iteration 25Q: 3 clusters Score -2047614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2047639.250000 Penalty: 5018.685059
	Iteration 26Q: 3 clusters Score -2047639 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2047664.375000 Penalty: 5018.685059
	Iteration 27Q: 3 clusters Score -2047664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2047677.875000 Penalty: 5018.685059
	Iteration 28Q: 3 clusters Score -2047678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2047681.500000 Penalty: 5018.685059
	Iteration 29Q: 3 clusters Score -2047682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2047694.750000 Penalty: 5018.685059
	Iteration 30Q: 3 clusters Score -2047695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2047702.500000 Penalty: 5018.685059
	Iteration 31Q: 3 clusters Score -2047702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2047711.250000 Penalty: 5018.685059
	Iteration 32Q: 3 clusters Score -2047711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2047719.750000 Penalty: 5018.685059
	Iteration 33Q: 3 clusters Score -2047720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2047717.875000 Penalty: 5018.685059
	Iteration 34Q: 3 clusters Score -2047718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2047731.125000 Penalty: 5018.685059
	Iteration 35Q: 3 clusters Score -2047731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2047734.875000 Penalty: 5018.685059
	Iteration 36Q: 3 clusters Score -2047735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2047742.375000 Penalty: 5018.685059
	Iteration 37Q: 3 clusters Score -2047742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2047743.875000 Penalty: 5018.685059
	Iteration 38Q: 3 clusters Score -2047744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2047741.000000 Penalty: 5018.685059
	Iteration 39Q: 3 clusters Score -2047741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2047747.000000 Penalty: 5018.685059
	Iteration 40F: 3 clusters Score -2047747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2047746.625000 Penalty: 5018.685059
	Iteration 41Q: 3 clusters Score -2047747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2047745.250000 Penalty: 5018.685059
	Iteration 42Q: 3 clusters Score -2047745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2047750.250000 Penalty: 5018.685059
	Iteration 43Q: 3 clusters Score -2047750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2047753.750000 Penalty: 5018.685059
	Iteration 44Q: 3 clusters Score -2047754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2047760.000000 Penalty: 5018.685059
	Iteration 45Q: 3 clusters Score -2047760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2047766.375000 Penalty: 5018.685059
	Iteration 46Q: 3 clusters Score -2047766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2047760.875000 Penalty: 5018.685059
	Iteration 47Q: 3 clusters Score -2047761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2047766.250000 Penalty: 5018.685059
	Iteration 48Q: 3 clusters Score -2047766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2047767.375000 Penalty: 5018.685059
	Iteration 49Q: 3 clusters Score -2047767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2047770.625000 Penalty: 5018.685059
	Iteration 50Q: 3 clusters Score -2047771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2047777.750000 Penalty: 5018.685059
	Iteration 51Q: 3 clusters Score -2047778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2047773.500000 Penalty: 5018.685059
	Iteration 52Q: 3 clusters Score -2047774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2047772.875000 Penalty: 5018.685059
	Iteration 53Q: 3 clusters Score -2047773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2047773.250000 Penalty: 5018.685059
	Iteration 54Q: 3 clusters Score -2047773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2047772.375000 Penalty: 5018.685059
	Iteration 55Q: 3 clusters Score -2047772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2047773.125000 Penalty: 5018.685059
	Iteration 56Q: 3 clusters Score -2047773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2047773.125000 Penalty: 5018.685059
	Iteration 57F: 3 clusters Score -2047773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Entering Unmasked Estep 
Score: -665244.250000 Penalty: 2251.247070
	Iteration 0F: 2 clusters Score -665244.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -658373.062500 Penalty: 4502.494141
	Iteration 0F: 3 clusters Score -658373.1 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -660422.687500 Penalty: 4502.494141
	Iteration 1F: 3 clusters Score -660422.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -660737.000000 Penalty: 4502.494141
	Iteration 2F: 3 clusters Score -660737 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -660952.250000 Penalty: 4502.494141
	Iteration 3F: 3 clusters Score -660952.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -661123.937500 Penalty: 4502.494141
	Iteration 4Q: 3 clusters Score -661123.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -661248.125000 Penalty: 4502.494141
	Iteration 5Q: 3 clusters Score -661248.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -661367.625000 Penalty: 4502.494141
	Iteration 6Q: 3 clusters Score -661367.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -661484.937500 Penalty: 4502.494141
	Iteration 7Q: 3 clusters Score -661484.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -661648.812500 Penalty: 4502.494141
	Iteration 8Q: 3 clusters Score -661648.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -661874.437500 Penalty: 4502.494141
	Iteration 9Q: 3 clusters Score -661874.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -662185.000000 Penalty: 4502.494141
	Iteration 10Q: 3 clusters Score -662185 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -662561.937500 Penalty: 4502.494141
	Iteration 11Q: 3 clusters Score -662561.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -662901.687500 Penalty: 4502.494141
	Iteration 12Q: 3 clusters Score -662901.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -663178.875000 Penalty: 4502.494141
	Iteration 13Q: 3 clusters Score -663178.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -663378.625000 Penalty: 4502.494141
	Iteration 14Q: 3 clusters Score -663378.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -663563.437500 Penalty: 4502.494141
	Iteration 15Q: 3 clusters Score -663563.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -663703.875000 Penalty: 4502.494141
	Iteration 16Q: 3 clusters Score -663703.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -663806.375000 Penalty: 4502.494141
	Iteration 17Q: 3 clusters Score -663806.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -663891.750000 Penalty: 4502.494141
	Iteration 18Q: 3 clusters Score -663891.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -663950.875000 Penalty: 4502.494141
	Iteration 19Q: 3 clusters Score -663950.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -664003.812500 Penalty: 4502.494141
	Iteration 20F: 3 clusters Score -664003.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -664052.125000 Penalty: 4502.494141
	Iteration 21Q: 3 clusters Score -664052.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -664086.000000 Penalty: 4502.494141
	Iteration 22Q: 3 clusters Score -664086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -664112.187500 Penalty: 4502.494141
	Iteration 23Q: 3 clusters Score -664112.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -664144.812500 Penalty: 4502.494141
	Iteration 24Q: 3 clusters Score -664144.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -664171.187500 Penalty: 4502.494141
	Iteration 25Q: 3 clusters Score -664171.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -664196.000000 Penalty: 4502.494141
	Iteration 26Q: 3 clusters Score -664196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -664211.812500 Penalty: 4502.494141
	Iteration 27Q: 3 clusters Score -664211.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -664236.625000 Penalty: 4502.494141
	Iteration 28Q: 3 clusters Score -664236.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -664260.625000 Penalty: 4502.494141
	Iteration 29Q: 3 clusters Score -664260.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -664278.437500 Penalty: 4502.494141
	Iteration 30Q: 3 clusters Score -664278.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -664290.812500 Penalty: 4502.494141
	Iteration 31Q: 3 clusters Score -664290.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -664302.937500 Penalty: 4502.494141
	Iteration 32Q: 3 clusters Score -664302.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -664323.125000 Penalty: 4502.494141
	Iteration 33Q: 3 clusters Score -664323.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -664340.437500 Penalty: 4502.494141
	Iteration 34Q: 3 clusters Score -664340.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -664354.875000 Penalty: 4502.494141
	Iteration 35Q: 3 clusters Score -664354.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -664373.312500 Penalty: 4502.494141
	Iteration 36Q: 3 clusters Score -664373.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -664395.562500 Penalty: 4502.494141
	Iteration 37Q: 3 clusters Score -664395.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -664414.437500 Penalty: 4502.494141
	Iteration 38Q: 3 clusters Score -664414.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -664428.250000 Penalty: 4502.494141
	Iteration 39Q: 3 clusters Score -664428.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -664442.250000 Penalty: 4502.494141
	Iteration 40F: 3 clusters Score -664442.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -664447.687500 Penalty: 4502.494141
	Iteration 41Q: 3 clusters Score -664447.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -664454.125000 Penalty: 4502.494141
	Iteration 42Q: 3 clusters Score -664454.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -664459.250000 Penalty: 4502.494141
	Iteration 43Q: 3 clusters Score -664459.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -664462.125000 Penalty: 4502.494141
	Iteration 44Q: 3 clusters Score -664462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -664464.937500 Penalty: 4502.494141
	Iteration 45Q: 3 clusters Score -664464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -664464.875000 Penalty: 4502.494141
	Iteration 46Q: 3 clusters Score -664464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -664466.437500 Penalty: 4502.494141
	Iteration 47Q: 3 clusters Score -664466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -664466.312500 Penalty: 4502.494141
	Iteration 48Q: 3 clusters Score -664466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -664466.562500 Penalty: 4502.494141
	Iteration 49Q: 3 clusters Score -664466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -664467.125000 Penalty: 4502.494141
	Iteration 50Q: 3 clusters Score -664467.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -664467.125000 Penalty: 4502.494141
	Iteration 51F: 3 clusters Score -664467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Entering Unmasked Estep 
Score: -1419769.500000 Penalty: 2424.320068
	Iteration 0F: 2 clusters Score -1419770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1407258.125000 Penalty: 4848.640137
	Iteration 0F: 3 clusters Score -1407258 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1411633.875000 Penalty: 4848.640137
	Iteration 1F: 3 clusters Score -1411634 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1412235.625000 Penalty: 4848.640137
	Iteration 2F: 3 clusters Score -1412236 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1412747.875000 Penalty: 4848.640137
	Iteration 3F: 3 clusters Score -1412748 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1413251.125000 Penalty: 4848.640137
	Iteration 4F: 3 clusters Score -1413251 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1413745.625000 Penalty: 4848.640137
	Iteration 5Q: 3 clusters Score -1413746 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1414190.000000 Penalty: 4848.640137
	Iteration 6Q: 3 clusters Score -1414190 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1414632.125000 Penalty: 4848.640137
	Iteration 7Q: 3 clusters Score -1414632 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1415062.250000 Penalty: 4848.640137
	Iteration 8Q: 3 clusters Score -1415062 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1415451.500000 Penalty: 4848.640137
	Iteration 9Q: 3 clusters Score -1415452 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1415724.375000 Penalty: 4848.640137
	Iteration 10Q: 3 clusters Score -1415724 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1415929.750000 Penalty: 4848.640137
	Iteration 11Q: 3 clusters Score -1415930 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1416086.750000 Penalty: 4848.640137
	Iteration 12Q: 3 clusters Score -1416087 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1416188.500000 Penalty: 4848.640137
	Iteration 13Q: 3 clusters Score -1416188 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1416256.625000 Penalty: 4848.640137
	Iteration 14Q: 3 clusters Score -1416257 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1416298.000000 Penalty: 4848.640137
	Iteration 15Q: 3 clusters Score -1416298 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1416345.375000 Penalty: 4848.640137
	Iteration 16Q: 3 clusters Score -1416345 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1416386.625000 Penalty: 4848.640137
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1416422 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1416449 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1416479 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1416504 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1416522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1416540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1416555 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1416569 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1416580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1416590 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1416608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1416621 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1416636 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1416656 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1416673 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1416690 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1416707 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1416724 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1416735 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1416746 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1416753 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1416762 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1416778 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1416792 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1416800 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1416813 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1416822 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1416828 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1416837 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1416855 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1416863 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1416871 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1416876 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1416879 nChanged 34
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Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1416890 nChanged 42
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Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1416891 nChanged 30
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Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1416897 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1416900 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1416898 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1416899 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1416908 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1416900 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1416904 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 10011 members 
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	Iteration 61Q: 3 clusters Score -1416905 nChanged 15
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Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10020 members 
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	Iteration 62Q: 3 clusters Score -1416906 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 10021 members 
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	Iteration 63Q: 3 clusters Score -1416906 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1416907 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 10026 members 
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	Iteration 65Q: 3 clusters Score -1416909 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1416912 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 10029 members 
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	Iteration 67Q: 3 clusters Score -1416913 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 10034 members 
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	Iteration 68Q: 3 clusters Score -1416916 nChanged 10
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Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 10042 members 
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	Iteration 69Q: 3 clusters Score -1416913 nChanged 6
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Mstep: Class 1 contains 7553 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1416917 nChanged 8
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Mstep: Class 1 contains 7545 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1416917 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7539 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1416920 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7531 members 
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	Iteration 73Q: 3 clusters Score -1416919 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7521 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1416922 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7513 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1416925 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7503 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1416927 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1416935 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1416935 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1416940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1416946.625000 Penalty: 4848.640137
	Iteration 80F: 3 clusters Score -1416947 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1416951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1416954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1416956 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1416957 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1416966 nChanged 29
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Mstep: Class 1 contains 7305 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1416967 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7281 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1416978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1416981 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1416988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1417001 nChanged 77
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Mstep: Class 1 contains 7120 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1417012 nChanged 82
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Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1417040 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1417066 nChanged 104
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Mstep: Class 1 contains 6895 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1417089 nChanged 95
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Mstep: Class 1 contains 6828 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1417118 nChanged 89
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Mstep: Class 1 contains 6763 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1417134 nChanged 103
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Mstep: Class 1 contains 6686 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1417167 nChanged 111
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Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1417192 nChanged 102
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Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1417216 nChanged 93
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Mstep: Class 1 contains 6448 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1417248 nChanged 96
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Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1417274 nChanged 107
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Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1417306 nChanged 122
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Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1417342.500000 Penalty: 4848.640137
	Iteration 103Q: 3 clusters Score -1417342 nChanged 120
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Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 11462 members 
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	Iteration 104Q: 3 clusters Score -1417380 nChanged 95
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Mstep: Class 1 contains 6060 members 
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Entering Unmasked Estep 
Score: -1417402.750000 Penalty: 4848.640137
	Iteration 105Q: 3 clusters Score -1417403 nChanged 103
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Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1417429.500000 Penalty: 4848.640137
	Iteration 106Q: 3 clusters Score -1417430 nChanged 104
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Mstep: Class 1 contains 5913 members 
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Entering Unmasked Estep 
Score: -1417459.125000 Penalty: 4848.640137
	Iteration 107Q: 3 clusters Score -1417459 nChanged 110
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Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1417496.250000 Penalty: 4848.640137
	Iteration 108Q: 3 clusters Score -1417496 nChanged 101
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Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1417511.125000 Penalty: 4848.640137
	Iteration 109Q: 3 clusters Score -1417511 nChanged 97
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Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1417535.250000 Penalty: 4848.640137
	Iteration 110Q: 3 clusters Score -1417535 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1417546.875000 Penalty: 4848.640137
	Iteration 111Q: 3 clusters Score -1417547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1417563.500000 Penalty: 4848.640137
	Iteration 112Q: 3 clusters Score -1417564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1417577.875000 Penalty: 4848.640137
	Iteration 113Q: 3 clusters Score -1417578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1417594.000000 Penalty: 4848.640137
	Iteration 114Q: 3 clusters Score -1417594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1417602.750000 Penalty: 4848.640137
	Iteration 115Q: 3 clusters Score -1417603 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1417617.000000 Penalty: 4848.640137
	Iteration 116Q: 3 clusters Score -1417617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1417632.250000 Penalty: 4848.640137
	Iteration 117Q: 3 clusters Score -1417632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1417638.625000 Penalty: 4848.640137
	Iteration 118Q: 3 clusters Score -1417639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1417646.125000 Penalty: 4848.640137
	Iteration 119Q: 3 clusters Score -1417646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1417660.375000 Penalty: 4848.640137
	Iteration 120F: 3 clusters Score -1417660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1417667.625000 Penalty: 4848.640137
	Iteration 121Q: 3 clusters Score -1417668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1417683.875000 Penalty: 4848.640137
	Iteration 122Q: 3 clusters Score -1417684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1417694.750000 Penalty: 4848.640137
	Iteration 123Q: 3 clusters Score -1417695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1417718.875000 Penalty: 4848.640137
	Iteration 124Q: 3 clusters Score -1417719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1417734.750000 Penalty: 4848.640137
	Iteration 125Q: 3 clusters Score -1417735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1417751.125000 Penalty: 4848.640137
	Iteration 126Q: 3 clusters Score -1417751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1417760.500000 Penalty: 4848.640137
	Iteration 127Q: 3 clusters Score -1417760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1417777.500000 Penalty: 4848.640137
	Iteration 128Q: 3 clusters Score -1417778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1417791.625000 Penalty: 4848.640137
	Iteration 129Q: 3 clusters Score -1417792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1417807.500000 Penalty: 4848.640137
	Iteration 130Q: 3 clusters Score -1417808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1417830.875000 Penalty: 4848.640137
	Iteration 131Q: 3 clusters Score -1417831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1417854.875000 Penalty: 4848.640137
	Iteration 132Q: 3 clusters Score -1417855 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1417875.375000 Penalty: 4848.640137
	Iteration 133Q: 3 clusters Score -1417875 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1417903.500000 Penalty: 4848.640137
	Iteration 134Q: 3 clusters Score -1417904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1417924.750000 Penalty: 4848.640137
	Iteration 135Q: 3 clusters Score -1417925 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1417952.625000 Penalty: 4848.640137
	Iteration 136Q: 3 clusters Score -1417953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1417972.500000 Penalty: 4848.640137
	Iteration 137Q: 3 clusters Score -1417972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1417994.625000 Penalty: 4848.640137
	Iteration 138Q: 3 clusters Score -1417995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1418012.375000 Penalty: 4848.640137
	Iteration 139Q: 3 clusters Score -1418012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1418031.500000 Penalty: 4848.640137
	Iteration 140F: 3 clusters Score -1418032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1418035.875000 Penalty: 4848.640137
	Iteration 141Q: 3 clusters Score -1418036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1418044.375000 Penalty: 4848.640137
	Iteration 142Q: 3 clusters Score -1418044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1418047.500000 Penalty: 4848.640137
	Iteration 143Q: 3 clusters Score -1418048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1418054.250000 Penalty: 4848.640137
	Iteration 144Q: 3 clusters Score -1418054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1418069.000000 Penalty: 4848.640137
	Iteration 145Q: 3 clusters Score -1418069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1418075.875000 Penalty: 4848.640137
	Iteration 146Q: 3 clusters Score -1418076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1418082.125000 Penalty: 4848.640137
	Iteration 147Q: 3 clusters Score -1418082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1418084.250000 Penalty: 4848.640137
	Iteration 148Q: 3 clusters Score -1418084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1418096.875000 Penalty: 4848.640137
	Iteration 149Q: 3 clusters Score -1418097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1418100.625000 Penalty: 4848.640137
	Iteration 150Q: 3 clusters Score -1418101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1418101.375000 Penalty: 4848.640137
	Iteration 151Q: 3 clusters Score -1418101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1418103.500000 Penalty: 4848.640137
	Iteration 152Q: 3 clusters Score -1418104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1418106.250000 Penalty: 4848.640137
	Iteration 153Q: 3 clusters Score -1418106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1418112.000000 Penalty: 4848.640137
	Iteration 154Q: 3 clusters Score -1418112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1418115.500000 Penalty: 4848.640137
	Iteration 155Q: 3 clusters Score -1418116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1418124.875000 Penalty: 4848.640137
	Iteration 156Q: 3 clusters Score -1418125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1418125.375000 Penalty: 4848.640137
	Iteration 157Q: 3 clusters Score -1418125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1418130.250000 Penalty: 4848.640137
	Iteration 158Q: 3 clusters Score -1418130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1418132.500000 Penalty: 4848.640137
	Iteration 159Q: 3 clusters Score -1418132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1418137.375000 Penalty: 4848.640137
	Iteration 160F: 3 clusters Score -1418137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1418143.000000 Penalty: 4848.640137
	Iteration 161Q: 3 clusters Score -1418143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1418142.750000 Penalty: 4848.640137
	Iteration 162Q: 3 clusters Score -1418143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1418143.750000 Penalty: 4848.640137
	Iteration 163Q: 3 clusters Score -1418144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1418147.000000 Penalty: 4848.640137
	Iteration 164Q: 3 clusters Score -1418147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1418145.125000 Penalty: 4848.640137
	Iteration 165Q: 3 clusters Score -1418145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1418151.000000 Penalty: 4848.640137
	Iteration 166Q: 3 clusters Score -1418151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1418152.000000 Penalty: 4848.640137
	Iteration 167Q: 3 clusters Score -1418152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1418157.500000 Penalty: 4848.640137
	Iteration 168Q: 3 clusters Score -1418158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1418158.125000 Penalty: 4848.640137
	Iteration 169Q: 3 clusters Score -1418158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1418164.500000 Penalty: 4848.640137
	Iteration 170Q: 3 clusters Score -1418164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1418162.625000 Penalty: 4848.640137
	Iteration 171Q: 3 clusters Score -1418163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1418164.500000 Penalty: 4848.640137
	Iteration 172Q: 3 clusters Score -1418164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1418165.250000 Penalty: 4848.640137
	Iteration 173Q: 3 clusters Score -1418165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1418166.000000 Penalty: 4848.640137
	Iteration 174Q: 3 clusters Score -1418166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1418166.375000 Penalty: 4848.640137
	Iteration 175Q: 3 clusters Score -1418166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1418165.250000 Penalty: 4848.640137
	Iteration 176Q: 3 clusters Score -1418165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1418165.250000 Penalty: 4848.640137
	Iteration 177F: 3 clusters Score -1418165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -406282.656250 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -406282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -401984.093750 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -401984.1 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -403002.250000 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -403002.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -403233.968750 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -403234 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -403373.937500 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -403373.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -403447.218750 Penalty: 4187.571777
	Iteration 4Q: 3 clusters Score -403447.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -403499.312500 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -403499.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -403548.593750 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -403548.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -403592.812500 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -403592.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -403625.875000 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -403625.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -403651.312500 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -403651.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -403669.687500 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -403669.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -403686.687500 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -403686.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -403704.562500 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -403704.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -403721.250000 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -403721.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -403738.156250 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -403738.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -403752.937500 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -403752.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -403768.468750 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -403768.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -403782.093750 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -403782.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -403795.281250 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -403795.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -403807.562500 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -403807.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -403816.718750 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -403816.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -403824.875000 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -403824.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -403833.187500 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -403833.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -403845.375000 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -403845.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -403858.375000 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -403858.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -403866.687500 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -403866.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -403878.875000 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -403878.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -403892.718750 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -403892.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -403908.062500 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -403908.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -403925.812500 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -403925.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -403942.781250 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -403942.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403956.687500 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -403956.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -403971.937500 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -403971.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -403988.125000 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -403988.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -404001.500000 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -404001.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -404014.437500 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -404014.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -404028.562500 Penalty: 4187.571777
	Iteration 36Q: 3 clusters Score -404028.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -404042.562500 Penalty: 4187.571777
	Iteration 37Q: 3 clusters Score -404042.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -404058.937500 Penalty: 4187.571777
	Iteration 38Q: 3 clusters Score -404058.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -404071.062500 Penalty: 4187.571777
	Iteration 39Q: 3 clusters Score -404071.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -404081.625000 Penalty: 4187.571777
	Iteration 40F: 3 clusters Score -404081.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -404093.812500 Penalty: 4187.571777
	Iteration 41Q: 3 clusters Score -404093.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -404106.593750 Penalty: 4187.571777
	Iteration 42Q: 3 clusters Score -404106.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -404120.125000 Penalty: 4187.571777
	Iteration 43Q: 3 clusters Score -404120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -404128.187500 Penalty: 4187.571777
	Iteration 44Q: 3 clusters Score -404128.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -404139.937500 Penalty: 4187.571777
	Iteration 45Q: 3 clusters Score -404139.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -404155.750000 Penalty: 4187.571777
	Iteration 46Q: 3 clusters Score -404155.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -404167.875000 Penalty: 4187.571777
	Iteration 47Q: 3 clusters Score -404167.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -404177.062500 Penalty: 4187.571777
	Iteration 48Q: 3 clusters Score -404177.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -404184.281250 Penalty: 4187.571777
	Iteration 49Q: 3 clusters Score -404184.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -404191.875000 Penalty: 4187.571777
	Iteration 50Q: 3 clusters Score -404191.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -404198.906250 Penalty: 4187.571777
	Iteration 51Q: 3 clusters Score -404198.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -404202.500000 Penalty: 4187.571777
	Iteration 52Q: 3 clusters Score -404202.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -404206.218750 Penalty: 4187.571777
	Iteration 53Q: 3 clusters Score -404206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -404208.625000 Penalty: 4187.571777
	Iteration 54Q: 3 clusters Score -404208.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -404211.718750 Penalty: 4187.571777
	Iteration 55Q: 3 clusters Score -404211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -404211.437500 Penalty: 4187.571777
	Iteration 56Q: 3 clusters Score -404211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -404213.281250 Penalty: 4187.571777
	Iteration 57Q: 3 clusters Score -404213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -404213.031250 Penalty: 4187.571777
	Iteration 58Q: 3 clusters Score -404213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -404214.781250 Penalty: 4187.571777
	Iteration 59Q: 3 clusters Score -404214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -404214.937500 Penalty: 4187.571777
	Iteration 60F: 3 clusters Score -404214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -404215.406250 Penalty: 4187.571777
	Iteration 61Q: 3 clusters Score -404215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -404215.406250 Penalty: 4187.571777
	Iteration 62F: 3 clusters Score -404215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Entering Unmasked Estep 
Score: -2898317.250000 Penalty: 2588.650635
	Iteration 0F: 2 clusters Score -2898317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2875144.000000 Penalty: 5177.301270
	Iteration 0F: 3 clusters Score -2875144 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2883875.000000 Penalty: 5177.301270
	Iteration 1F: 3 clusters Score -2883875 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2884981.250000 Penalty: 5177.301270
	Iteration 2F: 3 clusters Score -2884981 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2887729.750000 Penalty: 5177.301270
	Iteration 3F: 3 clusters Score -2887730 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2893394.750000 Penalty: 5177.301270
	Iteration 4F: 3 clusters Score -2893395 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2900035.500000 Penalty: 5177.301270
	Iteration 5F: 3 clusters Score -2900036 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2905817.500000 Penalty: 5177.301270
	Iteration 6F: 3 clusters Score -2905818 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2908185.250000 Penalty: 5177.301270
	Iteration 7F: 3 clusters Score -2908185 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2908968.250000 Penalty: 5177.301270
	Iteration 8Q: 3 clusters Score -2908968 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2909587.000000 Penalty: 5177.301270
	Iteration 9Q: 3 clusters Score -2909587 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2910226.500000 Penalty: 5177.301270
	Iteration 10Q: 3 clusters Score -2910226 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2910880.500000 Penalty: 5177.301270
	Iteration 11Q: 3 clusters Score -2910880 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2911416.250000 Penalty: 5177.301270
	Iteration 12Q: 3 clusters Score -2911416 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2911749.250000 Penalty: 5177.301270
	Iteration 13Q: 3 clusters Score -2911749 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2911879.750000 Penalty: 5177.301270
	Iteration 14Q: 3 clusters Score -2911880 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2911966.250000 Penalty: 5177.301270
	Iteration 15Q: 3 clusters Score -2911966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2912000.750000 Penalty: 5177.301270
	Iteration 16Q: 3 clusters Score -2912001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2912014.500000 Penalty: 5177.301270
	Iteration 17Q: 3 clusters Score -2912014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2912037.500000 Penalty: 5177.301270
	Iteration 18Q: 3 clusters Score -2912038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2912038.500000 Penalty: 5177.301270
	Iteration 19Q: 3 clusters Score -2912038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2912066.250000 Penalty: 5177.301270
	Iteration 20F: 3 clusters Score -2912066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2912072.000000 Penalty: 5177.301270
	Iteration 21Q: 3 clusters Score -2912072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2912077.250000 Penalty: 5177.301270
	Iteration 22Q: 3 clusters Score -2912077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2912071.250000 Penalty: 5177.301270
	Iteration 23Q: 3 clusters Score -2912071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2912074.250000 Penalty: 5177.301270
	Iteration 24Q: 3 clusters Score -2912074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2912066.500000 Penalty: 5177.301270
	Iteration 25Q: 3 clusters Score -2912066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2912069.250000 Penalty: 5177.301270
	Iteration 26Q: 3 clusters Score -2912069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2912069.250000 Penalty: 5177.301270
	Iteration 27F: 3 clusters Score -2912069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 25797 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 24793 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 23927 members 
Mstep: Class 12 contains 25790 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 10209 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7423 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 21154 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 110207 members 
Mstep: Class 24 contains 18309 members 
Mstep: Class 25 contains 39554 members 
Mstep: Class 26 contains 13566 members 
Entering Unmasked Estep 
Score: -38147932.000000 Penalty: 84147.390625
Splitting cluster 11 changes total score from -38134780.000000 to -38147932.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (25790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Entering Unmasked Estep 
Score: -2201341.500000 Penalty: 2519.120117
	Iteration 0F: 2 clusters Score -2201342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2183496.250000 Penalty: 5038.240234
	Iteration 0F: 3 clusters Score -2183496 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2189801.250000 Penalty: 5038.240234
	Iteration 1F: 3 clusters Score -2189801 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2190455.750000 Penalty: 5038.240234
	Iteration 2F: 3 clusters Score -2190456 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2191239.500000 Penalty: 5038.240234
	Iteration 3F: 3 clusters Score -2191240 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2192441.500000 Penalty: 5038.240234
	Iteration 4F: 3 clusters Score -2192442 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2194446.000000 Penalty: 5038.240234
	Iteration 5F: 3 clusters Score -2194446 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2197558.250000 Penalty: 5038.240234
	Iteration 6F: 3 clusters Score -2197558 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2200632.750000 Penalty: 5038.240234
	Iteration 7F: 3 clusters Score -2200633 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2203376.750000 Penalty: 5038.240234
	Iteration 8F: 3 clusters Score -2203377 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2205873.000000 Penalty: 5038.240234
	Iteration 9F: 3 clusters Score -2205873 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2208410.250000 Penalty: 5038.240234
	Iteration 10F: 3 clusters Score -2208410 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2212004.000000 Penalty: 5038.240234
	Iteration 11Q: 3 clusters Score -2212004 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2213667.750000 Penalty: 5038.240234
	Iteration 12Q: 3 clusters Score -2213668 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2213830.500000 Penalty: 5038.240234
	Iteration 13Q: 3 clusters Score -2213830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2213838.750000 Penalty: 5038.240234
	Iteration 14Q: 3 clusters Score -2213839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2213845.250000 Penalty: 5038.240234
	Iteration 15Q: 3 clusters Score -2213845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2213845.500000 Penalty: 5038.240234
	Iteration 16Q: 3 clusters Score -2213846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2213842.250000 Penalty: 5038.240234
	Iteration 17Q: 3 clusters Score -2213842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2213841.500000 Penalty: 5038.240234
	Iteration 18Q: 3 clusters Score -2213842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2213841.500000 Penalty: 5038.240234
	Iteration 19F: 3 clusters Score -2213842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 25797 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 24793 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 23927 members 
Mstep: Class 12 contains 11259 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 10209 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7423 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 21154 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 110207 members 
Mstep: Class 24 contains 18309 members 
Mstep: Class 25 contains 39554 members 
Mstep: Class 26 contains 13566 members 
Mstep: Class 27 contains 14531 members 
Entering Unmasked Estep 
Score: -38159656.000000 Penalty: 87383.828125
Splitting cluster 12 changes total score from -38134780.000000 to -38159656.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (3782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Entering Unmasked Estep 
Score: -263507.062500 Penalty: 2043.026123
	Iteration 0F: 2 clusters Score -263507.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -259828.187500 Penalty: 4086.052246
	Iteration 0F: 3 clusters Score -259828.2 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -260897.468750 Penalty: 4086.052246
	Iteration 1F: 3 clusters Score -260897.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -261503.765625 Penalty: 4086.052246
	Iteration 2F: 3 clusters Score -261503.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -262189.062500 Penalty: 4086.052246
	Iteration 3F: 3 clusters Score -262189.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -262651.312500 Penalty: 4086.052246
	Iteration 4F: 3 clusters Score -262651.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -262825.093750 Penalty: 4086.052246
	Iteration 5F: 3 clusters Score -262825.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -262886.218750 Penalty: 4086.052246
	Iteration 6Q: 3 clusters Score -262886.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -262927.968750 Penalty: 4086.052246
	Iteration 7Q: 3 clusters Score -262928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -262968.000000 Penalty: 4086.052246
	Iteration 8Q: 3 clusters Score -262968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -262996.843750 Penalty: 4086.052246
	Iteration 9Q: 3 clusters Score -262996.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -263016.625000 Penalty: 4086.052246
	Iteration 10Q: 3 clusters Score -263016.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -263028.906250 Penalty: 4086.052246
	Iteration 11Q: 3 clusters Score -263028.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -263035.718750 Penalty: 4086.052246
	Iteration 12Q: 3 clusters Score -263035.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -263043.156250 Penalty: 4086.052246
	Iteration 13Q: 3 clusters Score -263043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -263048.343750 Penalty: 4086.052246
	Iteration 14Q: 3 clusters Score -263048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -263051.625000 Penalty: 4086.052246
	Iteration 15Q: 3 clusters Score -263051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -263053.250000 Penalty: 4086.052246
	Iteration 16Q: 3 clusters Score -263053.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -263055.968750 Penalty: 4086.052246
	Iteration 17Q: 3 clusters Score -263056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -263059.656250 Penalty: 4086.052246
	Iteration 18Q: 3 clusters Score -263059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -263061.031250 Penalty: 4086.052246
	Iteration 19Q: 3 clusters Score -263061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -263063.187500 Penalty: 4086.052246
	Iteration 20F: 3 clusters Score -263063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -263064.500000 Penalty: 4086.052246
	Iteration 21Q: 3 clusters Score -263064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -263065.187500 Penalty: 4086.052246
	Iteration 22Q: 3 clusters Score -263065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -263066.437500 Penalty: 4086.052246
	Iteration 23Q: 3 clusters Score -263066.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -263066.843750 Penalty: 4086.052246
	Iteration 24Q: 3 clusters Score -263066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -263068.312500 Penalty: 4086.052246
	Iteration 25Q: 3 clusters Score -263068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -263069.156250 Penalty: 4086.052246
	Iteration 26Q: 3 clusters Score -263069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -263070.031250 Penalty: 4086.052246
	Iteration 27Q: 3 clusters Score -263070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -263070.718750 Penalty: 4086.052246
	Iteration 28Q: 3 clusters Score -263070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -263071.281250 Penalty: 4086.052246
	Iteration 29Q: 3 clusters Score -263071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -263071.281250 Penalty: 4086.052246
	Iteration 30F: 3 clusters Score -263071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Entering Unmasked Estep 
Score: -840968.062500 Penalty: 2274.917236
	Iteration 0F: 2 clusters Score -840968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -833575.125000 Penalty: 4549.834473
	Iteration 0F: 3 clusters Score -833575.1 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -835699.937500 Penalty: 4549.834473
	Iteration 1F: 3 clusters Score -835699.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -835973.125000 Penalty: 4549.834473
	Iteration 2F: 3 clusters Score -835973.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -836169.312500 Penalty: 4549.834473
	Iteration 3Q: 3 clusters Score -836169.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -836339.625000 Penalty: 4549.834473
	Iteration 4Q: 3 clusters Score -836339.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -836514.125000 Penalty: 4549.834473
	Iteration 5Q: 3 clusters Score -836514.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -836743.437500 Penalty: 4549.834473
	Iteration 6Q: 3 clusters Score -836743.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -837024.437500 Penalty: 4549.834473
	Iteration 7Q: 3 clusters Score -837024.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -837396.750000 Penalty: 4549.834473
	Iteration 8F: 3 clusters Score -837396.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -837793.937500 Penalty: 4549.834473
	Iteration 9F: 3 clusters Score -837793.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -838229.812500 Penalty: 4549.834473
	Iteration 10Q: 3 clusters Score -838229.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -838565.187500 Penalty: 4549.834473
	Iteration 11Q: 3 clusters Score -838565.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -838749.250000 Penalty: 4549.834473
	Iteration 12Q: 3 clusters Score -838749.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -838855.187500 Penalty: 4549.834473
	Iteration 13Q: 3 clusters Score -838855.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -838908.750000 Penalty: 4549.834473
	Iteration 14Q: 3 clusters Score -838908.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -838946.687500 Penalty: 4549.834473
	Iteration 15Q: 3 clusters Score -838946.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -838978.000000 Penalty: 4549.834473
	Iteration 16Q: 3 clusters Score -838978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -839005.375000 Penalty: 4549.834473
	Iteration 17Q: 3 clusters Score -839005.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -839024.625000 Penalty: 4549.834473
	Iteration 18Q: 3 clusters Score -839024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -839041.750000 Penalty: 4549.834473
	Iteration 19Q: 3 clusters Score -839041.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -839053.312500 Penalty: 4549.834473
	Iteration 20F: 3 clusters Score -839053.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -839062.000000 Penalty: 4549.834473
	Iteration 21Q: 3 clusters Score -839062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -839069.000000 Penalty: 4549.834473
	Iteration 22Q: 3 clusters Score -839069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -839083.187500 Penalty: 4549.834473
	Iteration 23Q: 3 clusters Score -839083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -839088.437500 Penalty: 4549.834473
	Iteration 24Q: 3 clusters Score -839088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -839089.562500 Penalty: 4549.834473
	Iteration 25Q: 3 clusters Score -839089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -839093.250000 Penalty: 4549.834473
	Iteration 26Q: 3 clusters Score -839093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -839096.937500 Penalty: 4549.834473
	Iteration 27Q: 3 clusters Score -839096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -839098.000000 Penalty: 4549.834473
	Iteration 28Q: 3 clusters Score -839098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -839098.500000 Penalty: 4549.834473
	Iteration 29Q: 3 clusters Score -839098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -839099.062500 Penalty: 4549.834473
	Iteration 30Q: 3 clusters Score -839099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -839099.062500 Penalty: 4549.834473
	Iteration 31F: 3 clusters Score -839099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Entering Unmasked Estep 
Score: -583510.500000 Penalty: 2210.259766
	Iteration 0F: 2 clusters Score -583510.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -577524.625000 Penalty: 4420.519531
	Iteration 0F: 3 clusters Score -577524.6 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -579151.375000 Penalty: 4420.519531
	Iteration 1F: 3 clusters Score -579151.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -579453.250000 Penalty: 4420.519531
	Iteration 2F: 3 clusters Score -579453.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -579723.125000 Penalty: 4420.519531
	Iteration 3F: 3 clusters Score -579723.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -579984.937500 Penalty: 4420.519531
	Iteration 4F: 3 clusters Score -579984.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -580232.250000 Penalty: 4420.519531
	Iteration 5Q: 3 clusters Score -580232.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -580469.062500 Penalty: 4420.519531
	Iteration 6Q: 3 clusters Score -580469.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -580670.500000 Penalty: 4420.519531
	Iteration 7Q: 3 clusters Score -580670.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -580873.687500 Penalty: 4420.519531
	Iteration 8Q: 3 clusters Score -580873.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -581075.875000 Penalty: 4420.519531
	Iteration 9Q: 3 clusters Score -581075.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -581273.250000 Penalty: 4420.519531
	Iteration 10Q: 3 clusters Score -581273.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -581451.937500 Penalty: 4420.519531
	Iteration 11Q: 3 clusters Score -581451.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -581619.312500 Penalty: 4420.519531
	Iteration 12Q: 3 clusters Score -581619.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -581743.937500 Penalty: 4420.519531
	Iteration 13Q: 3 clusters Score -581743.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -581835.312500 Penalty: 4420.519531
	Iteration 14Q: 3 clusters Score -581835.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -581891.312500 Penalty: 4420.519531
	Iteration 15Q: 3 clusters Score -581891.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -581928.875000 Penalty: 4420.519531
	Iteration 16Q: 3 clusters Score -581928.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -581956.187500 Penalty: 4420.519531
	Iteration 17Q: 3 clusters Score -581956.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -581980.500000 Penalty: 4420.519531
	Iteration 18Q: 3 clusters Score -581980.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -582005.000000 Penalty: 4420.519531
	Iteration 19Q: 3 clusters Score -582005 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -582027.937500 Penalty: 4420.519531
	Iteration 20F: 3 clusters Score -582027.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -582042.500000 Penalty: 4420.519531
	Iteration 21Q: 3 clusters Score -582042.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -582053.375000 Penalty: 4420.519531
	Iteration 22Q: 3 clusters Score -582053.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -582059.250000 Penalty: 4420.519531
	Iteration 23Q: 3 clusters Score -582059.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -582065.937500 Penalty: 4420.519531
	Iteration 24Q: 3 clusters Score -582065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -582070.562500 Penalty: 4420.519531
	Iteration 25Q: 3 clusters Score -582070.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -582074.937500 Penalty: 4420.519531
	Iteration 26Q: 3 clusters Score -582074.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -582077.187500 Penalty: 4420.519531
	Iteration 27Q: 3 clusters Score -582077.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -582079.625000 Penalty: 4420.519531
	Iteration 28Q: 3 clusters Score -582079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -582080.375000 Penalty: 4420.519531
	Iteration 29Q: 3 clusters Score -582080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -582080.437500 Penalty: 4420.519531
	Iteration 30Q: 3 clusters Score -582080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -582081.062500 Penalty: 4420.519531
	Iteration 31Q: 3 clusters Score -582081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -582082.750000 Penalty: 4420.519531
	Iteration 32Q: 3 clusters Score -582082.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -582085.625000 Penalty: 4420.519531
	Iteration 33Q: 3 clusters Score -582085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -582085.750000 Penalty: 4420.519531
	Iteration 34Q: 3 clusters Score -582085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -582086.812500 Penalty: 4420.519531
	Iteration 35Q: 3 clusters Score -582086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -582086.062500 Penalty: 4420.519531
	Iteration 36Q: 3 clusters Score -582086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -582085.375000 Penalty: 4420.519531
	Iteration 37Q: 3 clusters Score -582085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -582085.375000 Penalty: 4420.519531
	Iteration 38F: 3 clusters Score -582085.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Entering Unmasked Estep 
Score: -2170560.250000 Penalty: 2515.116455
	Iteration 0F: 2 clusters Score -2170560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2152944.250000 Penalty: 5030.232910
	Iteration 0F: 3 clusters Score -2152944 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2159157.250000 Penalty: 5030.232910
	Iteration 1F: 3 clusters Score -2159157 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2159723.750000 Penalty: 5030.232910
	Iteration 2F: 3 clusters Score -2159724 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2160278.750000 Penalty: 5030.232910
	Iteration 3Q: 3 clusters Score -2160279 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2160797.000000 Penalty: 5030.232910
	Iteration 4Q: 3 clusters Score -2160797 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2161369.000000 Penalty: 5030.232910
	Iteration 5Q: 3 clusters Score -2161369 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2161990.250000 Penalty: 5030.232910
	Iteration 6Q: 3 clusters Score -2161990 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2162718.000000 Penalty: 5030.232910
	Iteration 7Q: 3 clusters Score -2162718 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2163617.000000 Penalty: 5030.232910
	Iteration 8Q: 3 clusters Score -2163617 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2164646.500000 Penalty: 5030.232910
	Iteration 9F: 3 clusters Score -2164646 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2165640.750000 Penalty: 5030.232910
	Iteration 10Q: 3 clusters Score -2165641 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2166469.500000 Penalty: 5030.232910
	Iteration 11Q: 3 clusters Score -2166470 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2167069.250000 Penalty: 5030.232910
	Iteration 12Q: 3 clusters Score -2167069 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2167524.750000 Penalty: 5030.232910
	Iteration 13Q: 3 clusters Score -2167525 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2167910.500000 Penalty: 5030.232910
	Iteration 14Q: 3 clusters Score -2167910 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2168199.500000 Penalty: 5030.232910
	Iteration 15Q: 3 clusters Score -2168200 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2168381.000000 Penalty: 5030.232910
	Iteration 16Q: 3 clusters Score -2168381 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2168539.750000 Penalty: 5030.232910
	Iteration 17Q: 3 clusters Score -2168540 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2168679.500000 Penalty: 5030.232910
	Iteration 18Q: 3 clusters Score -2168680 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2168790.250000 Penalty: 5030.232910
	Iteration 19Q: 3 clusters Score -2168790 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2168917.250000 Penalty: 5030.232910
	Iteration 20F: 3 clusters Score -2168917 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2169004.250000 Penalty: 5030.232910
	Iteration 21Q: 3 clusters Score -2169004 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2169101.250000 Penalty: 5030.232910
	Iteration 22Q: 3 clusters Score -2169101 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2169164.250000 Penalty: 5030.232910
	Iteration 23Q: 3 clusters Score -2169164 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2169206.750000 Penalty: 5030.232910
	Iteration 24Q: 3 clusters Score -2169207 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2169240.750000 Penalty: 5030.232910
	Iteration 25Q: 3 clusters Score -2169241 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2169260.000000 Penalty: 5030.232910
	Iteration 26Q: 3 clusters Score -2169260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2169267.250000 Penalty: 5030.232910
	Iteration 27Q: 3 clusters Score -2169267 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2169277.000000 Penalty: 5030.232910
	Iteration 28Q: 3 clusters Score -2169277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2169283.500000 Penalty: 5030.232910
	Iteration 29Q: 3 clusters Score -2169284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2169287.250000 Penalty: 5030.232910
	Iteration 30Q: 3 clusters Score -2169287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2169295.500000 Penalty: 5030.232910
	Iteration 31Q: 3 clusters Score -2169296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2169295.250000 Penalty: 5030.232910
	Iteration 32Q: 3 clusters Score -2169295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2169294.750000 Penalty: 5030.232910
	Iteration 33Q: 3 clusters Score -2169295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2169297.750000 Penalty: 5030.232910
	Iteration 34Q: 3 clusters Score -2169298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2169301.250000 Penalty: 5030.232910
	Iteration 35Q: 3 clusters Score -2169301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2169306.500000 Penalty: 5030.232910
	Iteration 36Q: 3 clusters Score -2169306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2169304.750000 Penalty: 5030.232910
	Iteration 37Q: 3 clusters Score -2169305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2169307.500000 Penalty: 5030.232910
	Iteration 38Q: 3 clusters Score -2169308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2169310.750000 Penalty: 5030.232910
	Iteration 39Q: 3 clusters Score -2169311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2169305.250000 Penalty: 5030.232910
	Iteration 40F: 3 clusters Score -2169305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2169312.000000 Penalty: 5030.232910
	Iteration 41Q: 3 clusters Score -2169312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2169311.750000 Penalty: 5030.232910
	Iteration 42Q: 3 clusters Score -2169312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2169311.250000 Penalty: 5030.232910
	Iteration 43Q: 3 clusters Score -2169311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2169314.000000 Penalty: 5030.232910
	Iteration 44Q: 3 clusters Score -2169314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2169314.250000 Penalty: 5030.232910
	Iteration 45Q: 3 clusters Score -2169314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2169311.000000 Penalty: 5030.232910
	Iteration 46Q: 3 clusters Score -2169311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2169314.750000 Penalty: 5030.232910
	Iteration 47Q: 3 clusters Score -2169315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2169317.250000 Penalty: 5030.232910
	Iteration 48Q: 3 clusters Score -2169317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2169316.750000 Penalty: 5030.232910
	Iteration 49Q: 3 clusters Score -2169317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2169316.250000 Penalty: 5030.232910
	Iteration 50Q: 3 clusters Score -2169316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2169318.750000 Penalty: 5030.232910
	Iteration 51Q: 3 clusters Score -2169319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2169316.500000 Penalty: 5030.232910
	Iteration 52Q: 3 clusters Score -2169316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2169316.250000 Penalty: 5030.232910
	Iteration 53Q: 3 clusters Score -2169316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2169318.250000 Penalty: 5030.232910
	Iteration 54Q: 3 clusters Score -2169318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2169320.500000 Penalty: 5030.232910
	Iteration 55Q: 3 clusters Score -2169320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2169320.000000 Penalty: 5030.232910
	Iteration 56Q: 3 clusters Score -2169320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2169321.750000 Penalty: 5030.232910
	Iteration 57Q: 3 clusters Score -2169322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2169322.250000 Penalty: 5030.232910
	Iteration 58Q: 3 clusters Score -2169322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2169319.750000 Penalty: 5030.232910
	Iteration 59Q: 3 clusters Score -2169320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2169318.250000 Penalty: 5030.232910
	Iteration 60F: 3 clusters Score -2169318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2169318.500000 Penalty: 5030.232910
	Iteration 61Q: 3 clusters Score -2169318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2169320.000000 Penalty: 5030.232910
	Iteration 62Q: 3 clusters Score -2169320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2169320.000000 Penalty: 5030.232910
	Iteration 63F: 3 clusters Score -2169320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Entering Unmasked Estep 
Score: -627672.500000 Penalty: 2179.684570
	Iteration 0F: 2 clusters Score -627672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -622145.312500 Penalty: 4359.369141
	Iteration 0F: 3 clusters Score -622145.3 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -623538.875000 Penalty: 4359.369141
	Iteration 1F: 3 clusters Score -623538.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -623796.687500 Penalty: 4359.369141
	Iteration 2F: 3 clusters Score -623796.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -623982.312500 Penalty: 4359.369141
	Iteration 3F: 3 clusters Score -623982.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -624126.875000 Penalty: 4359.369141
	Iteration 4Q: 3 clusters Score -624126.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -624237.062500 Penalty: 4359.369141
	Iteration 5Q: 3 clusters Score -624237.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -624343.687500 Penalty: 4359.369141
	Iteration 6Q: 3 clusters Score -624343.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -624459.250000 Penalty: 4359.369141
	Iteration 7Q: 3 clusters Score -624459.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -624574.875000 Penalty: 4359.369141
	Iteration 8Q: 3 clusters Score -624574.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -624686.000000 Penalty: 4359.369141
	Iteration 9Q: 3 clusters Score -624686 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -624777.437500 Penalty: 4359.369141
	Iteration 10Q: 3 clusters Score -624777.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -624853.500000 Penalty: 4359.369141
	Iteration 11Q: 3 clusters Score -624853.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -624919.562500 Penalty: 4359.369141
	Iteration 12Q: 3 clusters Score -624919.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -624983.250000 Penalty: 4359.369141
	Iteration 13Q: 3 clusters Score -624983.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -625041.437500 Penalty: 4359.369141
	Iteration 14Q: 3 clusters Score -625041.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -625106.625000 Penalty: 4359.369141
	Iteration 15Q: 3 clusters Score -625106.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -625193.437500 Penalty: 4359.369141
	Iteration 16Q: 3 clusters Score -625193.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -625281.562500 Penalty: 4359.369141
	Iteration 17Q: 3 clusters Score -625281.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -625349.687500 Penalty: 4359.369141
	Iteration 18Q: 3 clusters Score -625349.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -625405.062500 Penalty: 4359.369141
	Iteration 19Q: 3 clusters Score -625405.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -625457.312500 Penalty: 4359.369141
	Iteration 20F: 3 clusters Score -625457.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -625500.437500 Penalty: 4359.369141
	Iteration 21Q: 3 clusters Score -625500.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -625542.750000 Penalty: 4359.369141
	Iteration 22Q: 3 clusters Score -625542.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -625573.562500 Penalty: 4359.369141
	Iteration 23Q: 3 clusters Score -625573.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -625597.875000 Penalty: 4359.369141
	Iteration 24Q: 3 clusters Score -625597.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -625622.250000 Penalty: 4359.369141
	Iteration 25Q: 3 clusters Score -625622.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -625642.750000 Penalty: 4359.369141
	Iteration 26Q: 3 clusters Score -625642.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -625663.250000 Penalty: 4359.369141
	Iteration 27Q: 3 clusters Score -625663.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -625676.000000 Penalty: 4359.369141
	Iteration 28Q: 3 clusters Score -625676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -625687.312500 Penalty: 4359.369141
	Iteration 29Q: 3 clusters Score -625687.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -625693.312500 Penalty: 4359.369141
	Iteration 30Q: 3 clusters Score -625693.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -625700.125000 Penalty: 4359.369141
	Iteration 31Q: 3 clusters Score -625700.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -625705.500000 Penalty: 4359.369141
	Iteration 32Q: 3 clusters Score -625705.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -625713.750000 Penalty: 4359.369141
	Iteration 33Q: 3 clusters Score -625713.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -625720.687500 Penalty: 4359.369141
	Iteration 34Q: 3 clusters Score -625720.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -625725.937500 Penalty: 4359.369141
	Iteration 35Q: 3 clusters Score -625725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -625729.375000 Penalty: 4359.369141
	Iteration 36Q: 3 clusters Score -625729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -625733.687500 Penalty: 4359.369141
	Iteration 37Q: 3 clusters Score -625733.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -625738.625000 Penalty: 4359.369141
	Iteration 38Q: 3 clusters Score -625738.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -625746.187500 Penalty: 4359.369141
	Iteration 39Q: 3 clusters Score -625746.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -625750.187500 Penalty: 4359.369141
	Iteration 40F: 3 clusters Score -625750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -625752.875000 Penalty: 4359.369141
	Iteration 41Q: 3 clusters Score -625752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -625755.312500 Penalty: 4359.369141
	Iteration 42Q: 3 clusters Score -625755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -625756.062500 Penalty: 4359.369141
	Iteration 43Q: 3 clusters Score -625756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -625758.312500 Penalty: 4359.369141
	Iteration 44Q: 3 clusters Score -625758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -625758.562500 Penalty: 4359.369141
	Iteration 45Q: 3 clusters Score -625758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -625758.937500 Penalty: 4359.369141
	Iteration 46Q: 3 clusters Score -625758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -625758.500000 Penalty: 4359.369141
	Iteration 47Q: 3 clusters Score -625758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -625760.000000 Penalty: 4359.369141
	Iteration 48Q: 3 clusters Score -625760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -625761.312500 Penalty: 4359.369141
	Iteration 49Q: 3 clusters Score -625761.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -625762.250000 Penalty: 4359.369141
	Iteration 50Q: 3 clusters Score -625762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -625765.187500 Penalty: 4359.369141
	Iteration 51Q: 3 clusters Score -625765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -625765.625000 Penalty: 4359.369141
	Iteration 52Q: 3 clusters Score -625765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -625764.812500 Penalty: 4359.369141
	Iteration 53Q: 3 clusters Score -625764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -625764.812500 Penalty: 4359.369141
	Iteration 54F: 3 clusters Score -625764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Entering Unmasked Estep 
Score: -753590.000000 Penalty: 2250.168213
	Iteration 0F: 2 clusters Score -753590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -746746.562500 Penalty: 4500.336426
	Iteration 0F: 3 clusters Score -746746.6 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -748643.750000 Penalty: 4500.336426
	Iteration 1F: 3 clusters Score -748643.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -748938.562500 Penalty: 4500.336426
	Iteration 2F: 3 clusters Score -748938.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -749160.750000 Penalty: 4500.336426
	Iteration 3F: 3 clusters Score -749160.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -749353.437500 Penalty: 4500.336426
	Iteration 4Q: 3 clusters Score -749353.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -749536.937500 Penalty: 4500.336426
	Iteration 5Q: 3 clusters Score -749536.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -749732.375000 Penalty: 4500.336426
	Iteration 6Q: 3 clusters Score -749732.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -749939.312500 Penalty: 4500.336426
	Iteration 7Q: 3 clusters Score -749939.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -750147.375000 Penalty: 4500.336426
	Iteration 8Q: 3 clusters Score -750147.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -750396.750000 Penalty: 4500.336426
	Iteration 9Q: 3 clusters Score -750396.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -750667.875000 Penalty: 4500.336426
	Iteration 10Q: 3 clusters Score -750667.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -750929.875000 Penalty: 4500.336426
	Iteration 11Q: 3 clusters Score -750929.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -751144.375000 Penalty: 4500.336426
	Iteration 12Q: 3 clusters Score -751144.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -751349.250000 Penalty: 4500.336426
	Iteration 13Q: 3 clusters Score -751349.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -751603.750000 Penalty: 4500.336426
	Iteration 14Q: 3 clusters Score -751603.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -751897.875000 Penalty: 4500.336426
	Iteration 15Q: 3 clusters Score -751897.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -752317.937500 Penalty: 4500.336426
	Iteration 16Q: 3 clusters Score -752317.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -752576.937500 Penalty: 4500.336426
	Iteration 17Q: 3 clusters Score -752576.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -752820.312500 Penalty: 4500.336426
	Iteration 18Q: 3 clusters Score -752820.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -753126.687500 Penalty: 4500.336426
	Iteration 19Q: 3 clusters Score -753126.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -753477.937500 Penalty: 4500.336426
	Iteration 20F: 3 clusters Score -753477.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -753907.062500 Penalty: 4500.336426
	Iteration 21Q: 3 clusters Score -753907.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -754435.375000 Penalty: 4500.336426
	Iteration 22Q: 3 clusters Score -754435.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -755124.437500 Penalty: 4500.336426
	Iteration 23Q: 3 clusters Score -755124.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -755920.312500 Penalty: 4500.336426
	Iteration 24Q: 3 clusters Score -755920.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -756417.750000 Penalty: 4500.336426
	Iteration 25Q: 3 clusters Score -756417.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -756516.000000 Penalty: 4500.336426
	Iteration 26Q: 3 clusters Score -756516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -756531.375000 Penalty: 4500.336426
	Iteration 27Q: 3 clusters Score -756531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -756538.937500 Penalty: 4500.336426
	Iteration 28Q: 3 clusters Score -756538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -756539.062500 Penalty: 4500.336426
	Iteration 29Q: 3 clusters Score -756539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -756579.437500 Penalty: 4500.336426
	Iteration 30F: 3 clusters Score -756579.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -756596.187500 Penalty: 4500.336426
	Iteration 31Q: 3 clusters Score -756596.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -756597.562500 Penalty: 4500.336426
	Iteration 32Q: 3 clusters Score -756597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -756598.875000 Penalty: 4500.336426
	Iteration 33Q: 3 clusters Score -756598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -756598.875000 Penalty: 4500.336426
	Iteration 34F: 3 clusters Score -756598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 25797 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 24793 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 23927 members 
Mstep: Class 12 contains 11259 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 10209 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7423 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 21154 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 110207 members 
Mstep: Class 24 contains 18309 members 
Mstep: Class 25 contains 39554 members 
Mstep: Class 26 contains 13566 members 
Mstep: Class 27 contains 14531 members 
Mstep: Class 28 contains 3247 members 
Entering Unmasked Estep 
Score: -38161596.000000 Penalty: 90620.265625
Splitting cluster 19 changes total score from -38134780.000000 to -38161596.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (10117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Entering Unmasked Estep 
Score: -888966.500000 Penalty: 2287.049072
	Iteration 0F: 2 clusters Score -888966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -881267.625000 Penalty: 4574.098145
	Iteration 0F: 3 clusters Score -881267.6 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -883470.312500 Penalty: 4574.098145
	Iteration 1F: 3 clusters Score -883470.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -883734.312500 Penalty: 4574.098145
	Iteration 2F: 3 clusters Score -883734.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -883908.625000 Penalty: 4574.098145
	Iteration 3Q: 3 clusters Score -883908.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -884025.562500 Penalty: 4574.098145
	Iteration 4Q: 3 clusters Score -884025.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -884111.812500 Penalty: 4574.098145
	Iteration 5Q: 3 clusters Score -884111.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -884188.187500 Penalty: 4574.098145
	Iteration 6Q: 3 clusters Score -884188.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -884248.500000 Penalty: 4574.098145
	Iteration 7Q: 3 clusters Score -884248.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -884296.000000 Penalty: 4574.098145
	Iteration 8Q: 3 clusters Score -884296 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -884334.937500 Penalty: 4574.098145
	Iteration 9Q: 3 clusters Score -884334.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -884383.187500 Penalty: 4574.098145
	Iteration 10Q: 3 clusters Score -884383.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -884429.375000 Penalty: 4574.098145
	Iteration 11Q: 3 clusters Score -884429.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -884498.625000 Penalty: 4574.098145
	Iteration 12Q: 3 clusters Score -884498.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -884566.875000 Penalty: 4574.098145
	Iteration 13Q: 3 clusters Score -884566.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -884638.187500 Penalty: 4574.098145
	Iteration 14Q: 3 clusters Score -884638.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -884710.062500 Penalty: 4574.098145
	Iteration 15Q: 3 clusters Score -884710.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -884796.312500 Penalty: 4574.098145
	Iteration 16Q: 3 clusters Score -884796.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -884905.625000 Penalty: 4574.098145
	Iteration 17Q: 3 clusters Score -884905.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -885021.750000 Penalty: 4574.098145
	Iteration 18Q: 3 clusters Score -885021.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -885160.500000 Penalty: 4574.098145
	Iteration 19Q: 3 clusters Score -885160.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -885331.062500 Penalty: 4574.098145
	Iteration 20F: 3 clusters Score -885331.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -885511.250000 Penalty: 4574.098145
	Iteration 21Q: 3 clusters Score -885511.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -885712.625000 Penalty: 4574.098145
	Iteration 22Q: 3 clusters Score -885712.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -885915.500000 Penalty: 4574.098145
	Iteration 23Q: 3 clusters Score -885915.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -886112.250000 Penalty: 4574.098145
	Iteration 24Q: 3 clusters Score -886112.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -886308.437500 Penalty: 4574.098145
	Iteration 25Q: 3 clusters Score -886308.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -886463.687500 Penalty: 4574.098145
	Iteration 26Q: 3 clusters Score -886463.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -886569.562500 Penalty: 4574.098145
	Iteration 27Q: 3 clusters Score -886569.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -886651.812500 Penalty: 4574.098145
	Iteration 28Q: 3 clusters Score -886651.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -886704.000000 Penalty: 4574.098145
	Iteration 29Q: 3 clusters Score -886704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -886738.750000 Penalty: 4574.098145
	Iteration 30Q: 3 clusters Score -886738.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -886770.937500 Penalty: 4574.098145
	Iteration 31Q: 3 clusters Score -886770.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -886794.562500 Penalty: 4574.098145
	Iteration 32Q: 3 clusters Score -886794.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -886808.625000 Penalty: 4574.098145
	Iteration 33Q: 3 clusters Score -886808.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -886821.562500 Penalty: 4574.098145
	Iteration 34Q: 3 clusters Score -886821.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -886835.125000 Penalty: 4574.098145
	Iteration 35Q: 3 clusters Score -886835.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -886845.437500 Penalty: 4574.098145
	Iteration 36Q: 3 clusters Score -886845.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -886854.437500 Penalty: 4574.098145
	Iteration 37Q: 3 clusters Score -886854.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -886860.687500 Penalty: 4574.098145
	Iteration 38Q: 3 clusters Score -886860.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -886866.750000 Penalty: 4574.098145
	Iteration 39Q: 3 clusters Score -886866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -886875.437500 Penalty: 4574.098145
	Iteration 40F: 3 clusters Score -886875.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -886880.812500 Penalty: 4574.098145
	Iteration 41Q: 3 clusters Score -886880.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -886888.250000 Penalty: 4574.098145
	Iteration 42Q: 3 clusters Score -886888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -886891.625000 Penalty: 4574.098145
	Iteration 43Q: 3 clusters Score -886891.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -886901.625000 Penalty: 4574.098145
	Iteration 44Q: 3 clusters Score -886901.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -886911.062500 Penalty: 4574.098145
	Iteration 45Q: 3 clusters Score -886911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -886917.687500 Penalty: 4574.098145
	Iteration 46Q: 3 clusters Score -886917.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -886924.937500 Penalty: 4574.098145
	Iteration 47Q: 3 clusters Score -886924.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -886938.187500 Penalty: 4574.098145
	Iteration 48Q: 3 clusters Score -886938.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -886947.875000 Penalty: 4574.098145
	Iteration 49Q: 3 clusters Score -886947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -886953.500000 Penalty: 4574.098145
	Iteration 50Q: 3 clusters Score -886953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -886957.812500 Penalty: 4574.098145
	Iteration 51Q: 3 clusters Score -886957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -886959.875000 Penalty: 4574.098145
	Iteration 52Q: 3 clusters Score -886959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -886963.125000 Penalty: 4574.098145
	Iteration 53Q: 3 clusters Score -886963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -886963.125000 Penalty: 4574.098145
	Iteration 54F: 3 clusters Score -886963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Entering Unmasked Estep 
Score: -1779834.500000 Penalty: 2469.976807
	Iteration 0F: 2 clusters Score -1779834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1764925.875000 Penalty: 4939.953613
	Iteration 0F: 3 clusters Score -1764926 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1770200.250000 Penalty: 4939.953613
	Iteration 1F: 3 clusters Score -1770200 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1770970.625000 Penalty: 4939.953613
	Iteration 2F: 3 clusters Score -1770971 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1771747.625000 Penalty: 4939.953613
	Iteration 3F: 3 clusters Score -1771748 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1772597.250000 Penalty: 4939.953613
	Iteration 4F: 3 clusters Score -1772597 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1773582.750000 Penalty: 4939.953613
	Iteration 5F: 3 clusters Score -1773583 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1774766.000000 Penalty: 4939.953613
	Iteration 6F: 3 clusters Score -1774766 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1776043.375000 Penalty: 4939.953613
	Iteration 7F: 3 clusters Score -1776043 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1777098.500000 Penalty: 4939.953613
	Iteration 8Q: 3 clusters Score -1777098 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1777688.125000 Penalty: 4939.953613
	Iteration 9Q: 3 clusters Score -1777688 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1777960.500000 Penalty: 4939.953613
	Iteration 10Q: 3 clusters Score -1777960 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1778094.500000 Penalty: 4939.953613
	Iteration 11Q: 3 clusters Score -1778094 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1778174.875000 Penalty: 4939.953613
	Iteration 12Q: 3 clusters Score -1778175 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1778240.000000 Penalty: 4939.953613
	Iteration 13Q: 3 clusters Score -1778240 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1778283.625000 Penalty: 4939.953613
	Iteration 14Q: 3 clusters Score -1778284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1778325.875000 Penalty: 4939.953613
	Iteration 15Q: 3 clusters Score -1778326 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1778370.250000 Penalty: 4939.953613
	Iteration 16Q: 3 clusters Score -1778370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1778418.625000 Penalty: 4939.953613
	Iteration 17Q: 3 clusters Score -1778419 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1778458.500000 Penalty: 4939.953613
	Iteration 18Q: 3 clusters Score -1778458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1778493.375000 Penalty: 4939.953613
	Iteration 19Q: 3 clusters Score -1778493 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1778535.500000 Penalty: 4939.953613
	Iteration 20F: 3 clusters Score -1778536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1778574.125000 Penalty: 4939.953613
	Iteration 21Q: 3 clusters Score -1778574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1778632.375000 Penalty: 4939.953613
	Iteration 22Q: 3 clusters Score -1778632 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1778686.875000 Penalty: 4939.953613
	Iteration 23Q: 3 clusters Score -1778687 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1778742.375000 Penalty: 4939.953613
	Iteration 24Q: 3 clusters Score -1778742 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1778792.625000 Penalty: 4939.953613
	Iteration 25Q: 3 clusters Score -1778793 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1778833.125000 Penalty: 4939.953613
	Iteration 26Q: 3 clusters Score -1778833 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1778877.750000 Penalty: 4939.953613
	Iteration 27Q: 3 clusters Score -1778878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1778922.375000 Penalty: 4939.953613
	Iteration 28Q: 3 clusters Score -1778922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1778947.875000 Penalty: 4939.953613
	Iteration 29Q: 3 clusters Score -1778948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1778963.375000 Penalty: 4939.953613
	Iteration 30Q: 3 clusters Score -1778963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1778983.875000 Penalty: 4939.953613
	Iteration 31Q: 3 clusters Score -1778984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1778994.250000 Penalty: 4939.953613
	Iteration 32Q: 3 clusters Score -1778994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1779001.125000 Penalty: 4939.953613
	Iteration 33Q: 3 clusters Score -1779001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1779011.000000 Penalty: 4939.953613
	Iteration 34Q: 3 clusters Score -1779011 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1779017.625000 Penalty: 4939.953613
	Iteration 35Q: 3 clusters Score -1779018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1779021.875000 Penalty: 4939.953613
	Iteration 36Q: 3 clusters Score -1779022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1779026.875000 Penalty: 4939.953613
	Iteration 37Q: 3 clusters Score -1779027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1779032.250000 Penalty: 4939.953613
	Iteration 38Q: 3 clusters Score -1779032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1779036.375000 Penalty: 4939.953613
	Iteration 39Q: 3 clusters Score -1779036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1779065.375000 Penalty: 4939.953613
	Iteration 40F: 3 clusters Score -1779065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1779075.250000 Penalty: 4939.953613
	Iteration 41Q: 3 clusters Score -1779075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1779088.250000 Penalty: 4939.953613
	Iteration 42Q: 3 clusters Score -1779088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1779100.375000 Penalty: 4939.953613
	Iteration 43Q: 3 clusters Score -1779100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1779110.125000 Penalty: 4939.953613
	Iteration 44Q: 3 clusters Score -1779110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1779125.375000 Penalty: 4939.953613
	Iteration 45Q: 3 clusters Score -1779125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1779140.250000 Penalty: 4939.953613
	Iteration 46Q: 3 clusters Score -1779140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1779147.000000 Penalty: 4939.953613
	Iteration 47Q: 3 clusters Score -1779147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1779165.625000 Penalty: 4939.953613
	Iteration 48Q: 3 clusters Score -1779166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1779179.125000 Penalty: 4939.953613
	Iteration 49Q: 3 clusters Score -1779179 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1779194.375000 Penalty: 4939.953613
	Iteration 50Q: 3 clusters Score -1779194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1779206.500000 Penalty: 4939.953613
	Iteration 51Q: 3 clusters Score -1779206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1779219.500000 Penalty: 4939.953613
	Iteration 52Q: 3 clusters Score -1779220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1779234.125000 Penalty: 4939.953613
	Iteration 53Q: 3 clusters Score -1779234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1779239.000000 Penalty: 4939.953613
	Iteration 54Q: 3 clusters Score -1779239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1779255.000000 Penalty: 4939.953613
	Iteration 55Q: 3 clusters Score -1779255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1779268.250000 Penalty: 4939.953613
	Iteration 56Q: 3 clusters Score -1779268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1779282.875000 Penalty: 4939.953613
	Iteration 57Q: 3 clusters Score -1779283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1779289.875000 Penalty: 4939.953613
	Iteration 58Q: 3 clusters Score -1779290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1779297.250000 Penalty: 4939.953613
	Iteration 59Q: 3 clusters Score -1779297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1779303.750000 Penalty: 4939.953613
	Iteration 60F: 3 clusters Score -1779304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1779302.750000 Penalty: 4939.953613
	Iteration 61Q: 3 clusters Score -1779303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1779315.000000 Penalty: 4939.953613
	Iteration 62Q: 3 clusters Score -1779315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1779329.500000 Penalty: 4939.953613
	Iteration 63Q: 3 clusters Score -1779330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1779334.250000 Penalty: 4939.953613
	Iteration 64Q: 3 clusters Score -1779334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1779336.250000 Penalty: 4939.953613
	Iteration 65Q: 3 clusters Score -1779336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1779343.500000 Penalty: 4939.953613
	Iteration 66Q: 3 clusters Score -1779344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1779344.625000 Penalty: 4939.953613
	Iteration 67Q: 3 clusters Score -1779345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1779353.000000 Penalty: 4939.953613
	Iteration 68Q: 3 clusters Score -1779353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1779358.875000 Penalty: 4939.953613
	Iteration 69Q: 3 clusters Score -1779359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1779361.000000 Penalty: 4939.953613
	Iteration 70Q: 3 clusters Score -1779361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1779372.125000 Penalty: 4939.953613
	Iteration 71Q: 3 clusters Score -1779372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1779369.750000 Penalty: 4939.953613
	Iteration 72Q: 3 clusters Score -1779370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1779376.500000 Penalty: 4939.953613
	Iteration 73Q: 3 clusters Score -1779376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1779381.750000 Penalty: 4939.953613
	Iteration 74Q: 3 clusters Score -1779382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1779380.250000 Penalty: 4939.953613
	Iteration 75Q: 3 clusters Score -1779380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1779382.125000 Penalty: 4939.953613
	Iteration 76Q: 3 clusters Score -1779382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1779387.625000 Penalty: 4939.953613
	Iteration 77Q: 3 clusters Score -1779388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1779393.250000 Penalty: 4939.953613
	Iteration 78Q: 3 clusters Score -1779393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1779392.375000 Penalty: 4939.953613
	Iteration 79Q: 3 clusters Score -1779392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1779399.875000 Penalty: 4939.953613
	Iteration 80F: 3 clusters Score -1779400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1779403.625000 Penalty: 4939.953613
	Iteration 81Q: 3 clusters Score -1779404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1779403.875000 Penalty: 4939.953613
	Iteration 82Q: 3 clusters Score -1779404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1779413.250000 Penalty: 4939.953613
	Iteration 83Q: 3 clusters Score -1779413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1779411.875000 Penalty: 4939.953613
	Iteration 84Q: 3 clusters Score -1779412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1779416.625000 Penalty: 4939.953613
	Iteration 85Q: 3 clusters Score -1779417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1779413.625000 Penalty: 4939.953613
	Iteration 86Q: 3 clusters Score -1779414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1779418.500000 Penalty: 4939.953613
	Iteration 87Q: 3 clusters Score -1779418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1779424.375000 Penalty: 4939.953613
	Iteration 88Q: 3 clusters Score -1779424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1779427.250000 Penalty: 4939.953613
	Iteration 89Q: 3 clusters Score -1779427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1779432.500000 Penalty: 4939.953613
	Iteration 90Q: 3 clusters Score -1779432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1779441.625000 Penalty: 4939.953613
	Iteration 91Q: 3 clusters Score -1779442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1779448.375000 Penalty: 4939.953613
	Iteration 92Q: 3 clusters Score -1779448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1779456.000000 Penalty: 4939.953613
	Iteration 93Q: 3 clusters Score -1779456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1779456.750000 Penalty: 4939.953613
	Iteration 94Q: 3 clusters Score -1779457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1779469.250000 Penalty: 4939.953613
	Iteration 95Q: 3 clusters Score -1779469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1779474.000000 Penalty: 4939.953613
	Iteration 96Q: 3 clusters Score -1779474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1779480.000000 Penalty: 4939.953613
	Iteration 97Q: 3 clusters Score -1779480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1779477.875000 Penalty: 4939.953613
	Iteration 98Q: 3 clusters Score -1779478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1779480.375000 Penalty: 4939.953613
	Iteration 99Q: 3 clusters Score -1779480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1779480.750000 Penalty: 4939.953613
	Iteration 100F: 3 clusters Score -1779481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1779486.625000 Penalty: 4939.953613
	Iteration 101Q: 3 clusters Score -1779487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1779482.875000 Penalty: 4939.953613
	Iteration 102Q: 3 clusters Score -1779483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1779489.125000 Penalty: 4939.953613
	Iteration 103Q: 3 clusters Score -1779489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1779493.500000 Penalty: 4939.953613
	Iteration 104Q: 3 clusters Score -1779494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1779502.125000 Penalty: 4939.953613
	Iteration 105Q: 3 clusters Score -1779502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1779502.625000 Penalty: 4939.953613
	Iteration 106Q: 3 clusters Score -1779503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1779507.375000 Penalty: 4939.953613
	Iteration 107Q: 3 clusters Score -1779507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1779522.750000 Penalty: 4939.953613
	Iteration 108Q: 3 clusters Score -1779523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1779539.375000 Penalty: 4939.953613
	Iteration 109Q: 3 clusters Score -1779539 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1779550.500000 Penalty: 4939.953613
	Iteration 110Q: 3 clusters Score -1779550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1779567.750000 Penalty: 4939.953613
	Iteration 111Q: 3 clusters Score -1779568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1779592.375000 Penalty: 4939.953613
	Iteration 112Q: 3 clusters Score -1779592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1779610.500000 Penalty: 4939.953613
	Iteration 113Q: 3 clusters Score -1779610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1779620.625000 Penalty: 4939.953613
	Iteration 114Q: 3 clusters Score -1779621 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1779641.875000 Penalty: 4939.953613
	Iteration 115Q: 3 clusters Score -1779642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1779669.750000 Penalty: 4939.953613
	Iteration 116Q: 3 clusters Score -1779670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1779688.250000 Penalty: 4939.953613
	Iteration 117Q: 3 clusters Score -1779688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1779701.000000 Penalty: 4939.953613
	Iteration 118Q: 3 clusters Score -1779701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1779721.250000 Penalty: 4939.953613
	Iteration 119Q: 3 clusters Score -1779721 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1779741.500000 Penalty: 4939.953613
	Iteration 120F: 3 clusters Score -1779742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1779763.625000 Penalty: 4939.953613
	Iteration 121Q: 3 clusters Score -1779764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1779776.000000 Penalty: 4939.953613
	Iteration 122Q: 3 clusters Score -1779776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1779798.125000 Penalty: 4939.953613
	Iteration 123Q: 3 clusters Score -1779798 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1779826.250000 Penalty: 4939.953613
	Iteration 124Q: 3 clusters Score -1779826 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1779827.000000 Penalty: 4939.953613
	Iteration 125Q: 3 clusters Score -1779827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1779842.125000 Penalty: 4939.953613
	Iteration 126Q: 3 clusters Score -1779842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1779851.625000 Penalty: 4939.953613
	Iteration 127Q: 3 clusters Score -1779852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 11047 members 
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Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10988 members 
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	Iteration 131Q: 3 clusters Score -1779898 nChanged 60
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Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1779915 nChanged 62
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Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1779923 nChanged 59
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Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10463 members 
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Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1779957 nChanged 75
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Mstep: Class 1 contains 10607 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1779981 nChanged 73
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Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1779996 nChanged 67
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Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1780006 nChanged 48
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Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1780016 nChanged 36
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Mstep: Class 1 contains 10935 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1780016 nChanged 39
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Mstep: Class 1 contains 10974 members 
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	Iteration 145Q: 3 clusters Score -1780029 nChanged 44
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Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1780030 nChanged 50
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Mstep: Class 1 contains 11068 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1780036 nChanged 44
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Mstep: Class 1 contains 11112 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1780042 nChanged 38
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Mstep: Class 1 contains 11150 members 
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	Iteration 149Q: 3 clusters Score -1780041 nChanged 32
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Mstep: Class 1 contains 11182 members 
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	Iteration 150Q: 3 clusters Score -1780045 nChanged 34
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Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1780046 nChanged 29
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Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1780046 nChanged 42
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Mstep: Class 1 contains 11287 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1780052 nChanged 46
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Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 9821 members 
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	Iteration 154Q: 3 clusters Score -1780060 nChanged 46
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Mstep: Class 1 contains 11379 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1780071 nChanged 42
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Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 9735 members 
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	Iteration 156Q: 3 clusters Score -1780072 nChanged 33
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Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1780075 nChanged 35
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Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 9667 members 
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	Iteration 158Q: 3 clusters Score -1780081 nChanged 35
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Mstep: Class 1 contains 11522 members 
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	Iteration 159Q: 3 clusters Score -1780084 nChanged 36
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Mstep: Class 1 contains 11558 members 
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	Iteration 160F: 3 clusters Score -1780088 nChanged 25
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Mstep: Class 1 contains 11583 members 
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	Iteration 161Q: 3 clusters Score -1780097 nChanged 19
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Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 9552 members 
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	Iteration 162Q: 3 clusters Score -1780096 nChanged 18
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Mstep: Class 1 contains 11620 members 
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	Iteration 163Q: 3 clusters Score -1780093 nChanged 18
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Mstep: Class 1 contains 11638 members 
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Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 9497 members 
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	Iteration 165Q: 3 clusters Score -1780094 nChanged 14
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Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 9483 members 
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	Iteration 166Q: 3 clusters Score -1780098 nChanged 18
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Mstep: Class 1 contains 11687 members 
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	Iteration 167Q: 3 clusters Score -1780104 nChanged 15
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Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1780107 nChanged 11
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Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9443 members 
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	Iteration 169Q: 3 clusters Score -1780104 nChanged 12
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Mstep: Class 1 contains 11723 members 
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	Iteration 170Q: 3 clusters Score -1780112 nChanged 15
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Mstep: Class 1 contains 11738 members 
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	Iteration 171Q: 3 clusters Score -1780115 nChanged 8
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Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1780110 nChanged 7
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Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 9401 members 
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	Iteration 173Q: 3 clusters Score -1780113 nChanged 10
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Mstep: Class 1 contains 11763 members 
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	Iteration 174Q: 3 clusters Score -1780108 nChanged 11
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Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1780110 nChanged 11
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Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9369 members 
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	Iteration 176Q: 3 clusters Score -1780109 nChanged 18
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Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1780115 nChanged 12
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Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9339 members 
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	Iteration 178Q: 3 clusters Score -1780116 nChanged 13
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Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 9326 members 
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	Iteration 179Q: 3 clusters Score -1780116 nChanged 13
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Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1780121 nChanged 17
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Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 9296 members 
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	Iteration 181Q: 3 clusters Score -1780124 nChanged 13
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Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 9285 members 
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	Iteration 182Q: 3 clusters Score -1780124 nChanged 18
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Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 9269 members 
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	Iteration 183Q: 3 clusters Score -1780123 nChanged 18
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Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 9251 members 
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	Iteration 184Q: 3 clusters Score -1780124 nChanged 20
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Mstep: Class 1 contains 11923 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1780127 nChanged 17
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Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 9214 members 
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	Iteration 186Q: 3 clusters Score -1780128 nChanged 17
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Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 9197 members 
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	Iteration 187Q: 3 clusters Score -1780124 nChanged 17
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Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1780131 nChanged 14
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Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1780130 nChanged 17
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Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1780129 nChanged 22
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Mstep: Class 1 contains 12027 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1780134 nChanged 23
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Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1780136 nChanged 14
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Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1780135 nChanged 7
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Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1780138 nChanged 10
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Mstep: Class 1 contains 12077 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1780139 nChanged 9
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Mstep: Class 1 contains 12086 members 
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	Iteration 196Q: 3 clusters Score -1780142 nChanged 8
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Mstep: Class 1 contains 12094 members 
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	Iteration 197Q: 3 clusters Score -1780145 nChanged 12
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Mstep: Class 1 contains 12106 members 
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	Iteration 198Q: 3 clusters Score -1780144 nChanged 10
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Mstep: Class 1 contains 12116 members 
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	Iteration 199Q: 3 clusters Score -1780144 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 9030 members 
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	Iteration 200F: 3 clusters Score -1780144 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1780146 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9018 members 
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	Iteration 202Q: 3 clusters Score -1780145 nChanged 5
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Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1780144 nChanged 6
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Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9007 members 
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	Iteration 204Q: 3 clusters Score -1780143 nChanged 6
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Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 9001 members 
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	Iteration 205Q: 3 clusters Score -1780142 nChanged 4
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Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 8997 members 
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	Iteration 206Q: 3 clusters Score -1780141 nChanged 3
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Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 8994 members 
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	Iteration 207Q: 3 clusters Score -1780142 nChanged 3
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Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1780144 nChanged 6
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Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1780146 nChanged 9
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Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1780144 nChanged 10
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Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1780144 nChanged 11
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Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1780144 nChanged 9
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Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1780149 nChanged 5
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Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1780151 nChanged 6
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Mstep: Class 1 contains 12219 members 
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	Iteration 215Q: 3 clusters Score -1780152 nChanged 5
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Mstep: Class 1 contains 12224 members 
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	Iteration 216Q: 3 clusters Score -1780150 nChanged 4
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Mstep: Class 1 contains 12228 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1780148 nChanged 5
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Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1780151 nChanged 4
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Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1780149 nChanged 4
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Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1780153.125000 Penalty: 4939.953613
	Iteration 220F: 3 clusters Score -1780153 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1780156.125000 Penalty: 4939.953613
	Iteration 221Q: 3 clusters Score -1780156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1780158.250000 Penalty: 4939.953613
	Iteration 222Q: 3 clusters Score -1780158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1780157.875000 Penalty: 4939.953613
	Iteration 223Q: 3 clusters Score -1780158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1780159.250000 Penalty: 4939.953613
	Iteration 224Q: 3 clusters Score -1780159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1780158.750000 Penalty: 4939.953613
	Iteration 225Q: 3 clusters Score -1780159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1780160.750000 Penalty: 4939.953613
	Iteration 226Q: 3 clusters Score -1780161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1780163.375000 Penalty: 4939.953613
	Iteration 227Q: 3 clusters Score -1780163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1780166.125000 Penalty: 4939.953613
	Iteration 228Q: 3 clusters Score -1780166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1780165.125000 Penalty: 4939.953613
	Iteration 229Q: 3 clusters Score -1780165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1780163.000000 Penalty: 4939.953613
	Iteration 230Q: 3 clusters Score -1780163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1780165.875000 Penalty: 4939.953613
	Iteration 231Q: 3 clusters Score -1780166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1780166.125000 Penalty: 4939.953613
	Iteration 232Q: 3 clusters Score -1780166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1780167.125000 Penalty: 4939.953613
	Iteration 233Q: 3 clusters Score -1780167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1780169.000000 Penalty: 4939.953613
	Iteration 234Q: 3 clusters Score -1780169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1780167.000000 Penalty: 4939.953613
	Iteration 235Q: 3 clusters Score -1780167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1780173.625000 Penalty: 4939.953613
	Iteration 236Q: 3 clusters Score -1780174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1780169.125000 Penalty: 4939.953613
	Iteration 237Q: 3 clusters Score -1780169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1780171.375000 Penalty: 4939.953613
	Iteration 238Q: 3 clusters Score -1780171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1780171.000000 Penalty: 4939.953613
	Iteration 239Q: 3 clusters Score -1780171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1780167.000000 Penalty: 4939.953613
	Iteration 240F: 3 clusters Score -1780167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1780173.125000 Penalty: 4939.953613
	Iteration 241Q: 3 clusters Score -1780173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1780169.500000 Penalty: 4939.953613
	Iteration 242Q: 3 clusters Score -1780170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1780179.625000 Penalty: 4939.953613
	Iteration 243Q: 3 clusters Score -1780180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1780176.500000 Penalty: 4939.953613
	Iteration 244Q: 3 clusters Score -1780176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1780183.125000 Penalty: 4939.953613
	Iteration 245Q: 3 clusters Score -1780183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1780188.500000 Penalty: 4939.953613
	Iteration 246Q: 3 clusters Score -1780188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1780191.250000 Penalty: 4939.953613
	Iteration 247Q: 3 clusters Score -1780191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1780196.500000 Penalty: 4939.953613
	Iteration 248Q: 3 clusters Score -1780196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1780194.875000 Penalty: 4939.953613
	Iteration 249Q: 3 clusters Score -1780195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1780201.000000 Penalty: 4939.953613
	Iteration 250Q: 3 clusters Score -1780201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1780199.250000 Penalty: 4939.953613
	Iteration 251Q: 3 clusters Score -1780199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1780202.125000 Penalty: 4939.953613
	Iteration 252Q: 3 clusters Score -1780202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1780205.000000 Penalty: 4939.953613
	Iteration 253Q: 3 clusters Score -1780205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1780207.625000 Penalty: 4939.953613
	Iteration 254Q: 3 clusters Score -1780208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1780210.750000 Penalty: 4939.953613
	Iteration 255Q: 3 clusters Score -1780211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1780214.750000 Penalty: 4939.953613
	Iteration 256Q: 3 clusters Score -1780215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1780223.250000 Penalty: 4939.953613
	Iteration 257Q: 3 clusters Score -1780223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1780222.125000 Penalty: 4939.953613
	Iteration 258Q: 3 clusters Score -1780222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1780223.125000 Penalty: 4939.953613
	Iteration 259Q: 3 clusters Score -1780223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1780227.500000 Penalty: 4939.953613
	Iteration 260F: 3 clusters Score -1780228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1780234.250000 Penalty: 4939.953613
	Iteration 261Q: 3 clusters Score -1780234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1780233.750000 Penalty: 4939.953613
	Iteration 262Q: 3 clusters Score -1780234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1780231.875000 Penalty: 4939.953613
	Iteration 263Q: 3 clusters Score -1780232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1780233.125000 Penalty: 4939.953613
	Iteration 264Q: 3 clusters Score -1780233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1780233.625000 Penalty: 4939.953613
	Iteration 265Q: 3 clusters Score -1780234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1780233.250000 Penalty: 4939.953613
	Iteration 266Q: 3 clusters Score -1780233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1780233.125000 Penalty: 4939.953613
	Iteration 267Q: 3 clusters Score -1780233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1780233.000000 Penalty: 4939.953613
	Iteration 268Q: 3 clusters Score -1780233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1780237.500000 Penalty: 4939.953613
	Iteration 269Q: 3 clusters Score -1780238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1780234.250000 Penalty: 4939.953613
	Iteration 270Q: 3 clusters Score -1780234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1780236.875000 Penalty: 4939.953613
	Iteration 271Q: 3 clusters Score -1780237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1780244.875000 Penalty: 4939.953613
	Iteration 272Q: 3 clusters Score -1780245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1780243.000000 Penalty: 4939.953613
	Iteration 273Q: 3 clusters Score -1780243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1780246.000000 Penalty: 4939.953613
	Iteration 274Q: 3 clusters Score -1780246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1780247.000000 Penalty: 4939.953613
	Iteration 275Q: 3 clusters Score -1780247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1780249.500000 Penalty: 4939.953613
	Iteration 276Q: 3 clusters Score -1780250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1780249.125000 Penalty: 4939.953613
	Iteration 277Q: 3 clusters Score -1780249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1780253.875000 Penalty: 4939.953613
	Iteration 278Q: 3 clusters Score -1780254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1780261.000000 Penalty: 4939.953613
	Iteration 279Q: 3 clusters Score -1780261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1780257.375000 Penalty: 4939.953613
	Iteration 280F: 3 clusters Score -1780257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1780260.375000 Penalty: 4939.953613
	Iteration 281Q: 3 clusters Score -1780260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1780263.875000 Penalty: 4939.953613
	Iteration 282Q: 3 clusters Score -1780264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1780272.125000 Penalty: 4939.953613
	Iteration 283Q: 3 clusters Score -1780272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1780268.750000 Penalty: 4939.953613
	Iteration 284Q: 3 clusters Score -1780269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1780273.125000 Penalty: 4939.953613
	Iteration 285Q: 3 clusters Score -1780273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1780279.125000 Penalty: 4939.953613
	Iteration 286Q: 3 clusters Score -1780279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1780279.125000 Penalty: 4939.953613
	Iteration 287Q: 3 clusters Score -1780279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1780278.250000 Penalty: 4939.953613
	Iteration 288Q: 3 clusters Score -1780278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1780275.625000 Penalty: 4939.953613
	Iteration 289Q: 3 clusters Score -1780276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1780276.750000 Penalty: 4939.953613
	Iteration 290Q: 3 clusters Score -1780277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1780276.625000 Penalty: 4939.953613
	Iteration 291Q: 3 clusters Score -1780277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1780280.875000 Penalty: 4939.953613
	Iteration 292Q: 3 clusters Score -1780281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1780276.375000 Penalty: 4939.953613
	Iteration 293Q: 3 clusters Score -1780276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1780273.875000 Penalty: 4939.953613
	Iteration 294Q: 3 clusters Score -1780274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1780276.500000 Penalty: 4939.953613
	Iteration 295Q: 3 clusters Score -1780276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1780273.250000 Penalty: 4939.953613
	Iteration 296Q: 3 clusters Score -1780273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1780276.500000 Penalty: 4939.953613
	Iteration 297Q: 3 clusters Score -1780276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1780277.000000 Penalty: 4939.953613
	Iteration 298Q: 3 clusters Score -1780277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1780280.625000 Penalty: 4939.953613
	Iteration 299Q: 3 clusters Score -1780281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1780280.625000 Penalty: 4939.953613
	Iteration 300F: 3 clusters Score -1780281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 25797 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 24793 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 23927 members 
Mstep: Class 12 contains 11259 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 10209 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7423 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 13329 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 110207 members 
Mstep: Class 24 contains 18309 members 
Mstep: Class 25 contains 39554 members 
Mstep: Class 26 contains 13566 members 
Mstep: Class 27 contains 14531 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 7825 members 
Entering Unmasked Estep 
Score: -38161316.000000 Penalty: 93856.703125
Splitting cluster 21 changes total score from -38134780.000000 to -38161316.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (4333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Entering Unmasked Estep 
Score: -349142.625000 Penalty: 2076.755859
	Iteration 0F: 2 clusters Score -349142.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -345061.500000 Penalty: 4153.511719
	Iteration 0F: 3 clusters Score -345061.5 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -345994.687500 Penalty: 4153.511719
	Iteration 1F: 3 clusters Score -345994.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -346186.062500 Penalty: 4153.511719
	Iteration 2F: 3 clusters Score -346186.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -346350.093750 Penalty: 4153.511719
	Iteration 3F: 3 clusters Score -346350.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -346480.343750 Penalty: 4153.511719
	Iteration 4Q: 3 clusters Score -346480.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -346591.937500 Penalty: 4153.511719
	Iteration 5Q: 3 clusters Score -346591.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -346700.531250 Penalty: 4153.511719
	Iteration 6Q: 3 clusters Score -346700.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -346787.437500 Penalty: 4153.511719
	Iteration 7Q: 3 clusters Score -346787.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -346867.406250 Penalty: 4153.511719
	Iteration 8Q: 3 clusters Score -346867.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -346942.187500 Penalty: 4153.511719
	Iteration 9Q: 3 clusters Score -346942.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -347024.125000 Penalty: 4153.511719
	Iteration 10Q: 3 clusters Score -347024.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -347103.843750 Penalty: 4153.511719
	Iteration 11Q: 3 clusters Score -347103.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -347172.250000 Penalty: 4153.511719
	Iteration 12Q: 3 clusters Score -347172.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -347228.218750 Penalty: 4153.511719
	Iteration 13Q: 3 clusters Score -347228.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -347268.687500 Penalty: 4153.511719
	Iteration 14Q: 3 clusters Score -347268.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -347296.125000 Penalty: 4153.511719
	Iteration 15Q: 3 clusters Score -347296.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -347320.468750 Penalty: 4153.511719
	Iteration 16Q: 3 clusters Score -347320.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -347340.343750 Penalty: 4153.511719
	Iteration 17Q: 3 clusters Score -347340.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -347362.156250 Penalty: 4153.511719
	Iteration 18Q: 3 clusters Score -347362.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -347383.406250 Penalty: 4153.511719
	Iteration 19Q: 3 clusters Score -347383.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -347402.937500 Penalty: 4153.511719
	Iteration 20F: 3 clusters Score -347402.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -347425.312500 Penalty: 4153.511719
	Iteration 21Q: 3 clusters Score -347425.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -347453.750000 Penalty: 4153.511719
	Iteration 22Q: 3 clusters Score -347453.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -347478.593750 Penalty: 4153.511719
	Iteration 23Q: 3 clusters Score -347478.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -347526.750000 Penalty: 4153.511719
	Iteration 24Q: 3 clusters Score -347526.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -347597.312500 Penalty: 4153.511719
	Iteration 25Q: 3 clusters Score -347597.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -347678.125000 Penalty: 4153.511719
	Iteration 26Q: 3 clusters Score -347678.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -347791.031250 Penalty: 4153.511719
	Iteration 27Q: 3 clusters Score -347791 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -347904.125000 Penalty: 4153.511719
	Iteration 28Q: 3 clusters Score -347904.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -347992.125000 Penalty: 4153.511719
	Iteration 29Q: 3 clusters Score -347992.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -348043.718750 Penalty: 4153.511719
	Iteration 30Q: 3 clusters Score -348043.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -348076.468750 Penalty: 4153.511719
	Iteration 31Q: 3 clusters Score -348076.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -348094.000000 Penalty: 4153.511719
	Iteration 32Q: 3 clusters Score -348094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -348107.031250 Penalty: 4153.511719
	Iteration 33Q: 3 clusters Score -348107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -348116.468750 Penalty: 4153.511719
	Iteration 34Q: 3 clusters Score -348116.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -348122.781250 Penalty: 4153.511719
	Iteration 35Q: 3 clusters Score -348122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -348125.875000 Penalty: 4153.511719
	Iteration 36Q: 3 clusters Score -348125.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -348131.343750 Penalty: 4153.511719
	Iteration 37Q: 3 clusters Score -348131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -348133.437500 Penalty: 4153.511719
	Iteration 38Q: 3 clusters Score -348133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -348133.250000 Penalty: 4153.511719
	Iteration 39Q: 3 clusters Score -348133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -348133.250000 Penalty: 4153.511719
	Iteration 40F: 3 clusters Score -348133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (110207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110207 members 
Entering Unmasked Estep 
Score: -9407292.000000 Penalty: 2879.308838
	Iteration 0F: 2 clusters Score -9407292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -9333768.000000 Penalty: 5758.617676
	Iteration 0F: 3 clusters Score -9333768 nChanged 52235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -9364237.000000 Penalty: 5758.617676
	Iteration 1F: 3 clusters Score -9364237 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -9365632.000000 Penalty: 5758.617676
	Iteration 2Q: 3 clusters Score -9365632 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -9367177.000000 Penalty: 5758.617676
	Iteration 3Q: 3 clusters Score -9367177 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -9368857.000000 Penalty: 5758.617676
	Iteration 4Q: 3 clusters Score -9368857 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -9370790.000000 Penalty: 5758.617676
	Iteration 5Q: 3 clusters Score -9370790 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -9372892.000000 Penalty: 5758.617676
	Iteration 6Q: 3 clusters Score -9372892 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -9374795.000000 Penalty: 5758.617676
	Iteration 7Q: 3 clusters Score -9374795 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -9376752.000000 Penalty: 5758.617676
	Iteration 8Q: 3 clusters Score -9376752 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -9378700.000000 Penalty: 5758.617676
	Iteration 9Q: 3 clusters Score -9378700 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -9380787.000000 Penalty: 5758.617676
	Iteration 10Q: 3 clusters Score -9380787 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -9383018.000000 Penalty: 5758.617676
	Iteration 11Q: 3 clusters Score -9383018 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -9385473.000000 Penalty: 5758.617676
	Iteration 12Q: 3 clusters Score -9385473 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 79274 members 
Entering Unmasked Estep 
Score: -9388272.000000 Penalty: 5758.617676
	Iteration 13Q: 3 clusters Score -9388272 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -9391214.000000 Penalty: 5758.617676
	Iteration 14Q: 3 clusters Score -9391214 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -9394058.000000 Penalty: 5758.617676
	Iteration 15Q: 3 clusters Score -9394058 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -9396651.000000 Penalty: 5758.617676
	Iteration 16Q: 3 clusters Score -9396651 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -9398916.000000 Penalty: 5758.617676
	Iteration 17Q: 3 clusters Score -9398916 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
Score: -9400713.000000 Penalty: 5758.617676
	Iteration 18Q: 3 clusters Score -9400713 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -9402061.000000 Penalty: 5758.617676
	Iteration 19Q: 3 clusters Score -9402061 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -9402910.000000 Penalty: 5758.617676
	Iteration 20F: 3 clusters Score -9402910 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -9403467.000000 Penalty: 5758.617676
	Iteration 21Q: 3 clusters Score -9403467 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -9403891.000000 Penalty: 5758.617676
	Iteration 22Q: 3 clusters Score -9403891 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -9404184.000000 Penalty: 5758.617676
	Iteration 23Q: 3 clusters Score -9404184 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 107912 members 
Entering Unmasked Estep 
Score: -9404390.000000 Penalty: 5758.617676
	Iteration 24Q: 3 clusters Score -9404390 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -9404536.000000 Penalty: 5758.617676
	Iteration 25Q: 3 clusters Score -9404536 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -9404614.000000 Penalty: 5758.617676
	Iteration 26Q: 3 clusters Score -9404614 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 108559 members 
Entering Unmasked Estep 
Score: -9404707.000000 Penalty: 5758.617676
	Iteration 27Q: 3 clusters Score -9404707 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -9404781.000000 Penalty: 5758.617676
	Iteration 28Q: 3 clusters Score -9404781 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 108820 members 
Entering Unmasked Estep 
Score: -9404837.000000 Penalty: 5758.617676
	Iteration 29Q: 3 clusters Score -9404837 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 108886 members 
Entering Unmasked Estep 
Score: -9404873.000000 Penalty: 5758.617676
	Iteration 30Q: 3 clusters Score -9404873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -9404896.000000 Penalty: 5758.617676
	Iteration 31Q: 3 clusters Score -9404896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 108990 members 
Entering Unmasked Estep 
Score: -9404935.000000 Penalty: 5758.617676
	Iteration 32Q: 3 clusters Score -9404935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -9404968.000000 Penalty: 5758.617676
	Iteration 33Q: 3 clusters Score -9404968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 109046 members 
Entering Unmasked Estep 
Score: -9404973.000000 Penalty: 5758.617676
	Iteration 34Q: 3 clusters Score -9404973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 109067 members 
Entering Unmasked Estep 
Score: -9404987.000000 Penalty: 5758.617676
	Iteration 35Q: 3 clusters Score -9404987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -9405013.000000 Penalty: 5758.617676
	Iteration 36Q: 3 clusters Score -9405013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 109107 members 
Entering Unmasked Estep 
Score: -9405021.000000 Penalty: 5758.617676
	Iteration 37Q: 3 clusters Score -9405021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 109123 members 
Entering Unmasked Estep 
Score: -9405036.000000 Penalty: 5758.617676
	Iteration 38Q: 3 clusters Score -9405036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 109144 members 
Entering Unmasked Estep 
Score: -9405046.000000 Penalty: 5758.617676
	Iteration 39Q: 3 clusters Score -9405046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 109154 members 
Entering Unmasked Estep 
Score: -9405068.000000 Penalty: 5758.617676
	Iteration 40F: 3 clusters Score -9405068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 109159 members 
Entering Unmasked Estep 
Score: -9405075.000000 Penalty: 5758.617676
	Iteration 41Q: 3 clusters Score -9405075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 109166 members 
Entering Unmasked Estep 
Score: -9405069.000000 Penalty: 5758.617676
	Iteration 42Q: 3 clusters Score -9405069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 109168 members 
Entering Unmasked Estep 
Score: -9405080.000000 Penalty: 5758.617676
	Iteration 43Q: 3 clusters Score -9405080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 109173 members 
Entering Unmasked Estep 
Score: -9405081.000000 Penalty: 5758.617676
	Iteration 44Q: 3 clusters Score -9405081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 109176 members 
Entering Unmasked Estep 
Score: -9405083.000000 Penalty: 5758.617676
	Iteration 45Q: 3 clusters Score -9405083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -9405087.000000 Penalty: 5758.617676
	Iteration 46Q: 3 clusters Score -9405087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -9405099.000000 Penalty: 5758.617676
	Iteration 47Q: 3 clusters Score -9405099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -9405110.000000 Penalty: 5758.617676
	Iteration 48Q: 3 clusters Score -9405110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 109211 members 
Entering Unmasked Estep 
Score: -9405113.000000 Penalty: 5758.617676
	Iteration 49Q: 3 clusters Score -9405113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -9405114.000000 Penalty: 5758.617676
	Iteration 50Q: 3 clusters Score -9405114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -9405108.000000 Penalty: 5758.617676
	Iteration 51Q: 3 clusters Score -9405108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 109227 members 
Entering Unmasked Estep 
Score: -9405112.000000 Penalty: 5758.617676
	Iteration 52Q: 3 clusters Score -9405112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -9405117.000000 Penalty: 5758.617676
	Iteration 53Q: 3 clusters Score -9405117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 109236 members 
Entering Unmasked Estep 
Score: -9405123.000000 Penalty: 5758.617676
	Iteration 54Q: 3 clusters Score -9405123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 109238 members 
Entering Unmasked Estep 
Score: -9405126.000000 Penalty: 5758.617676
	Iteration 55Q: 3 clusters Score -9405126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -9405126.000000 Penalty: 5758.617676
	Iteration 56Q: 3 clusters Score -9405126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 109239 members 
Entering Unmasked Estep 
Score: -9405125.000000 Penalty: 5758.617676
	Iteration 57Q: 3 clusters Score -9405125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 109243 members 
Entering Unmasked Estep 
Score: -9405131.000000 Penalty: 5758.617676
	Iteration 58Q: 3 clusters Score -9405131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -9405131.000000 Penalty: 5758.617676
	Iteration 59Q: 3 clusters Score -9405131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 109247 members 
Entering Unmasked Estep 
Score: -9405127.000000 Penalty: 5758.617676
	Iteration 60F: 3 clusters Score -9405127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 109248 members 
Entering Unmasked Estep 
Score: -9405131.000000 Penalty: 5758.617676
	Iteration 61Q: 3 clusters Score -9405131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 109249 members 
Entering Unmasked Estep 
Score: -9405129.000000 Penalty: 5758.617676
	Iteration 62Q: 3 clusters Score -9405129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 109249 members 
Entering Unmasked Estep 
Score: -9405129.000000 Penalty: 5758.617676
	Iteration 63F: 3 clusters Score -9405129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Entering Unmasked Estep 
Score: -1596699.000000 Penalty: 2434.156738
	Iteration 0F: 2 clusters Score -1596699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1583698.250000 Penalty: 4868.313477
	Iteration 0F: 3 clusters Score -1583698 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1587992.375000 Penalty: 4868.313477
	Iteration 1F: 3 clusters Score -1587992 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1588414.250000 Penalty: 4868.313477
	Iteration 2F: 3 clusters Score -1588414 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1588810.250000 Penalty: 4868.313477
	Iteration 3F: 3 clusters Score -1588810 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1589177.625000 Penalty: 4868.313477
	Iteration 4Q: 3 clusters Score -1589178 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1589557.000000 Penalty: 4868.313477
	Iteration 5Q: 3 clusters Score -1589557 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1590086.625000 Penalty: 4868.313477
	Iteration 6Q: 3 clusters Score -1590087 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1590929.125000 Penalty: 4868.313477
	Iteration 7F: 3 clusters Score -1590929 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1592515.500000 Penalty: 4868.313477
	Iteration 8F: 3 clusters Score -1592516 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1595935.375000 Penalty: 4868.313477
	Iteration 9F: 3 clusters Score -1595935 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1600777.500000 Penalty: 4868.313477
	Iteration 10F: 3 clusters Score -1600778 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1604126.125000 Penalty: 4868.313477
	Iteration 11F: 3 clusters Score -1604126 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1606393.250000 Penalty: 4868.313477
	Iteration 12Q: 3 clusters Score -1606393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1606630.750000 Penalty: 4868.313477
	Iteration 13Q: 3 clusters Score -1606631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1606639.375000 Penalty: 4868.313477
	Iteration 14Q: 3 clusters Score -1606639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1606642.375000 Penalty: 4868.313477
	Iteration 15Q: 3 clusters Score -1606642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1606643.500000 Penalty: 4868.313477
	Iteration 16Q: 3 clusters Score -1606644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1606643.500000 Penalty: 4868.313477
	Iteration 17F: 3 clusters Score -1606644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 25797 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 24793 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 23927 members 
Mstep: Class 12 contains 11259 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 10209 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7423 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 13329 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 110207 members 
Mstep: Class 24 contains 10737 members 
Mstep: Class 25 contains 39554 members 
Mstep: Class 26 contains 13566 members 
Mstep: Class 27 contains 14531 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 7825 members 
Mstep: Class 30 contains 7572 members 
Entering Unmasked Estep 
Score: -38170380.000000 Penalty: 97093.140625
Splitting cluster 24 changes total score from -38134780.000000 to -38170380.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (39554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Entering Unmasked Estep 
Score: -3393658.750000 Penalty: 2625.184814
	Iteration 0F: 2 clusters Score -3393659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3366714.500000 Penalty: 5250.369629
	Iteration 0F: 3 clusters Score -3366714 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3376909.750000 Penalty: 5250.369629
	Iteration 1F: 3 clusters Score -3376910 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3377527.000000 Penalty: 5250.369629
	Iteration 2Q: 3 clusters Score -3377527 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3378078.000000 Penalty: 5250.369629
	Iteration 3Q: 3 clusters Score -3378078 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3378659.500000 Penalty: 5250.369629
	Iteration 4Q: 3 clusters Score -3378660 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3379406.250000 Penalty: 5250.369629
	Iteration 5Q: 3 clusters Score -3379406 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3380354.750000 Penalty: 5250.369629
	Iteration 6Q: 3 clusters Score -3380355 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3381630.750000 Penalty: 5250.369629
	Iteration 7Q: 3 clusters Score -3381631 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3383209.000000 Penalty: 5250.369629
	Iteration 8F: 3 clusters Score -3383209 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3384905.500000 Penalty: 5250.369629
	Iteration 9F: 3 clusters Score -3384906 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3386550.250000 Penalty: 5250.369629
	Iteration 10F: 3 clusters Score -3386550 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3388024.250000 Penalty: 5250.369629
	Iteration 11Q: 3 clusters Score -3388024 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3389174.500000 Penalty: 5250.369629
	Iteration 12Q: 3 clusters Score -3389174 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3390029.500000 Penalty: 5250.369629
	Iteration 13Q: 3 clusters Score -3390030 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3390628.500000 Penalty: 5250.369629
	Iteration 14Q: 3 clusters Score -3390628 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3390988.250000 Penalty: 5250.369629
	Iteration 15Q: 3 clusters Score -3390988 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3391188.750000 Penalty: 5250.369629
	Iteration 16Q: 3 clusters Score -3391189 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3391305.000000 Penalty: 5250.369629
	Iteration 17Q: 3 clusters Score -3391305 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3391393.750000 Penalty: 5250.369629
	Iteration 18Q: 3 clusters Score -3391394 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3391461.250000 Penalty: 5250.369629
	Iteration 19Q: 3 clusters Score -3391461 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3391517.250000 Penalty: 5250.369629
	Iteration 20F: 3 clusters Score -3391517 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3391539.000000 Penalty: 5250.369629
	Iteration 21Q: 3 clusters Score -3391539 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3391566.750000 Penalty: 5250.369629
	Iteration 22Q: 3 clusters Score -3391567 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3391570.750000 Penalty: 5250.369629
	Iteration 23Q: 3 clusters Score -3391571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3391585.000000 Penalty: 5250.369629
	Iteration 24Q: 3 clusters Score -3391585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3391600.750000 Penalty: 5250.369629
	Iteration 25Q: 3 clusters Score -3391601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3391620.000000 Penalty: 5250.369629
	Iteration 26Q: 3 clusters Score -3391620 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3391613.000000 Penalty: 5250.369629
	Iteration 27Q: 3 clusters Score -3391613 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3391615.000000 Penalty: 5250.369629
	Iteration 28Q: 3 clusters Score -3391615 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3391641.250000 Penalty: 5250.369629
	Iteration 29Q: 3 clusters Score -3391641 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3391653.500000 Penalty: 5250.369629
	Iteration 30Q: 3 clusters Score -3391654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3391651.500000 Penalty: 5250.369629
	Iteration 31Q: 3 clusters Score -3391652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3391660.750000 Penalty: 5250.369629
	Iteration 32Q: 3 clusters Score -3391661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3391655.750000 Penalty: 5250.369629
	Iteration 33Q: 3 clusters Score -3391656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3391656.000000 Penalty: 5250.369629
	Iteration 34Q: 3 clusters Score -3391656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3391664.250000 Penalty: 5250.369629
	Iteration 35Q: 3 clusters Score -3391664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3391670.750000 Penalty: 5250.369629
	Iteration 36Q: 3 clusters Score -3391671 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3391671.500000 Penalty: 5250.369629
	Iteration 37Q: 3 clusters Score -3391672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3391672.000000 Penalty: 5250.369629
	Iteration 38Q: 3 clusters Score -3391672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3391679.000000 Penalty: 5250.369629
	Iteration 39Q: 3 clusters Score -3391679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3391678.750000 Penalty: 5250.369629
	Iteration 40F: 3 clusters Score -3391679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3391671.250000 Penalty: 5250.369629
	Iteration 41Q: 3 clusters Score -3391671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3391678.000000 Penalty: 5250.369629
	Iteration 42Q: 3 clusters Score -3391678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3391683.750000 Penalty: 5250.369629
	Iteration 43Q: 3 clusters Score -3391684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3391691.000000 Penalty: 5250.369629
	Iteration 44Q: 3 clusters Score -3391691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3391690.000000 Penalty: 5250.369629
	Iteration 45Q: 3 clusters Score -3391690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3391694.250000 Penalty: 5250.369629
	Iteration 46Q: 3 clusters Score -3391694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3391691.750000 Penalty: 5250.369629
	Iteration 47Q: 3 clusters Score -3391692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3391693.750000 Penalty: 5250.369629
	Iteration 48Q: 3 clusters Score -3391694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3391696.750000 Penalty: 5250.369629
	Iteration 49Q: 3 clusters Score -3391697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3391699.250000 Penalty: 5250.369629
	Iteration 50Q: 3 clusters Score -3391699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3391707.500000 Penalty: 5250.369629
	Iteration 51Q: 3 clusters Score -3391708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3391713.000000 Penalty: 5250.369629
	Iteration 52Q: 3 clusters Score -3391713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3391716.000000 Penalty: 5250.369629
	Iteration 53Q: 3 clusters Score -3391716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3391718.500000 Penalty: 5250.369629
	Iteration 54Q: 3 clusters Score -3391718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3391721.500000 Penalty: 5250.369629
	Iteration 55Q: 3 clusters Score -3391722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3391738.250000 Penalty: 5250.369629
	Iteration 56Q: 3 clusters Score -3391738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3391742.250000 Penalty: 5250.369629
	Iteration 57Q: 3 clusters Score -3391742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3391740.250000 Penalty: 5250.369629
	Iteration 58Q: 3 clusters Score -3391740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3391750.750000 Penalty: 5250.369629
	Iteration 59Q: 3 clusters Score -3391751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3391752.000000 Penalty: 5250.369629
	Iteration 60F: 3 clusters Score -3391752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3391765.000000 Penalty: 5250.369629
	Iteration 61Q: 3 clusters Score -3391765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3391770.000000 Penalty: 5250.369629
	Iteration 62Q: 3 clusters Score -3391770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3391769.250000 Penalty: 5250.369629
	Iteration 63Q: 3 clusters Score -3391769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3391758.500000 Penalty: 5250.369629
	Iteration 64Q: 3 clusters Score -3391758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3391762.500000 Penalty: 5250.369629
	Iteration 65Q: 3 clusters Score -3391762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3391767.250000 Penalty: 5250.369629
	Iteration 66Q: 3 clusters Score -3391767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3391768.000000 Penalty: 5250.369629
	Iteration 67Q: 3 clusters Score -3391768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3391769.000000 Penalty: 5250.369629
	Iteration 68Q: 3 clusters Score -3391769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3391767.000000 Penalty: 5250.369629
	Iteration 69Q: 3 clusters Score -3391767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3391771.000000 Penalty: 5250.369629
	Iteration 70Q: 3 clusters Score -3391771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3391778.250000 Penalty: 5250.369629
	Iteration 71Q: 3 clusters Score -3391778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3391778.750000 Penalty: 5250.369629
	Iteration 72Q: 3 clusters Score -3391779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3391773.750000 Penalty: 5250.369629
	Iteration 73Q: 3 clusters Score -3391774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3391782.500000 Penalty: 5250.369629
	Iteration 74Q: 3 clusters Score -3391782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3391778.000000 Penalty: 5250.369629
	Iteration 75Q: 3 clusters Score -3391778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3391785.250000 Penalty: 5250.369629
	Iteration 76Q: 3 clusters Score -3391785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3391781.250000 Penalty: 5250.369629
	Iteration 77Q: 3 clusters Score -3391781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3391784.000000 Penalty: 5250.369629
	Iteration 78Q: 3 clusters Score -3391784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3391784.000000 Penalty: 5250.369629
	Iteration 79Q: 3 clusters Score -3391784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3391791.000000 Penalty: 5250.369629
	Iteration 80F: 3 clusters Score -3391791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3391793.750000 Penalty: 5250.369629
	Iteration 81Q: 3 clusters Score -3391794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3391798.750000 Penalty: 5250.369629
	Iteration 82Q: 3 clusters Score -3391799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3391799.000000 Penalty: 5250.369629
	Iteration 83Q: 3 clusters Score -3391799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3391805.000000 Penalty: 5250.369629
	Iteration 84Q: 3 clusters Score -3391805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3391798.500000 Penalty: 5250.369629
	Iteration 85Q: 3 clusters Score -3391798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3391796.000000 Penalty: 5250.369629
	Iteration 86Q: 3 clusters Score -3391796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3391794.500000 Penalty: 5250.369629
	Iteration 87Q: 3 clusters Score -3391794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3391800.250000 Penalty: 5250.369629
	Iteration 88Q: 3 clusters Score -3391800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3391800.500000 Penalty: 5250.369629
	Iteration 89Q: 3 clusters Score -3391800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3391797.750000 Penalty: 5250.369629
	Iteration 90Q: 3 clusters Score -3391798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3391802.750000 Penalty: 5250.369629
	Iteration 91Q: 3 clusters Score -3391803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3391800.500000 Penalty: 5250.369629
	Iteration 92Q: 3 clusters Score -3391800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3391803.500000 Penalty: 5250.369629
	Iteration 93Q: 3 clusters Score -3391804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3391799.000000 Penalty: 5250.369629
	Iteration 94Q: 3 clusters Score -3391799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3391795.750000 Penalty: 5250.369629
	Iteration 95Q: 3 clusters Score -3391796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3391799.250000 Penalty: 5250.369629
	Iteration 96Q: 3 clusters Score -3391799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3391795.500000 Penalty: 5250.369629
	Iteration 97Q: 3 clusters Score -3391796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3391796.750000 Penalty: 5250.369629
	Iteration 98Q: 3 clusters Score -3391797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3391795.750000 Penalty: 5250.369629
	Iteration 99Q: 3 clusters Score -3391796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3391796.250000 Penalty: 5250.369629
	Iteration 100F: 3 clusters Score -3391796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Entering Unmasked Estep 
Score: -1109117.000000 Penalty: 2359.799805
	Iteration 0F: 2 clusters Score -1109117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1099204.000000 Penalty: 4719.599609
	Iteration 0F: 3 clusters Score -1099204 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1102204.875000 Penalty: 4719.599609
	Iteration 1F: 3 clusters Score -1102205 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1102665.000000 Penalty: 4719.599609
	Iteration 2F: 3 clusters Score -1102665 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1103150.875000 Penalty: 4719.599609
	Iteration 3F: 3 clusters Score -1103151 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1103720.000000 Penalty: 4719.599609
	Iteration 4F: 3 clusters Score -1103720 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1104303.250000 Penalty: 4719.599609
	Iteration 5F: 3 clusters Score -1104303 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1104905.875000 Penalty: 4719.599609
	Iteration 6F: 3 clusters Score -1104906 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1105511.000000 Penalty: 4719.599609
	Iteration 7F: 3 clusters Score -1105511 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1106019.375000 Penalty: 4719.599609
	Iteration 8F: 3 clusters Score -1106019 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1106451.750000 Penalty: 4719.599609
	Iteration 9Q: 3 clusters Score -1106452 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1106797.750000 Penalty: 4719.599609
	Iteration 10Q: 3 clusters Score -1106798 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1107002.125000 Penalty: 4719.599609
	Iteration 11Q: 3 clusters Score -1107002 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1107111.625000 Penalty: 4719.599609
	Iteration 12Q: 3 clusters Score -1107112 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1107173.500000 Penalty: 4719.599609
	Iteration 13Q: 3 clusters Score -1107174 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1107206.875000 Penalty: 4719.599609
	Iteration 14Q: 3 clusters Score -1107207 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1107231.000000 Penalty: 4719.599609
	Iteration 15Q: 3 clusters Score -1107231 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1107247.375000 Penalty: 4719.599609
	Iteration 16Q: 3 clusters Score -1107247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1107255.625000 Penalty: 4719.599609
	Iteration 17Q: 3 clusters Score -1107256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1107261.250000 Penalty: 4719.599609
	Iteration 18Q: 3 clusters Score -1107261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1107264.750000 Penalty: 4719.599609
	Iteration 19Q: 3 clusters Score -1107265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1107268.000000 Penalty: 4719.599609
	Iteration 20F: 3 clusters Score -1107268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1107270.000000 Penalty: 4719.599609
	Iteration 21Q: 3 clusters Score -1107270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1107278.125000 Penalty: 4719.599609
	Iteration 22Q: 3 clusters Score -1107278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1107275.750000 Penalty: 4719.599609
	Iteration 23Q: 3 clusters Score -1107276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1107279.000000 Penalty: 4719.599609
	Iteration 24Q: 3 clusters Score -1107279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1107279.750000 Penalty: 4719.599609
	Iteration 25Q: 3 clusters Score -1107280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1107279.875000 Penalty: 4719.599609
	Iteration 26Q: 3 clusters Score -1107280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1107283.000000 Penalty: 4719.599609
	Iteration 27Q: 3 clusters Score -1107283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1107283.000000 Penalty: 4719.599609
	Iteration 28Q: 3 clusters Score -1107283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1107282.375000 Penalty: 4719.599609
	Iteration 29Q: 3 clusters Score -1107282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1107282.750000 Penalty: 4719.599609
	Iteration 30Q: 3 clusters Score -1107283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1107285.375000 Penalty: 4719.599609
	Iteration 31Q: 3 clusters Score -1107285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1107285.125000 Penalty: 4719.599609
	Iteration 32Q: 3 clusters Score -1107285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1107283.125000 Penalty: 4719.599609
	Iteration 33Q: 3 clusters Score -1107283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1107285.500000 Penalty: 4719.599609
	Iteration 34Q: 3 clusters Score -1107286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1107285.625000 Penalty: 4719.599609
	Iteration 35Q: 3 clusters Score -1107286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1107286.000000 Penalty: 4719.599609
	Iteration 36Q: 3 clusters Score -1107286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1107285.625000 Penalty: 4719.599609
	Iteration 37Q: 3 clusters Score -1107286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1107285.625000 Penalty: 4719.599609
	Iteration 38F: 3 clusters Score -1107286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 25797 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 11612 members 
Mstep: Class 7 contains 24793 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 23927 members 
Mstep: Class 12 contains 11259 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 7423 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 13329 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 110207 members 
Mstep: Class 24 contains 10737 members 
Mstep: Class 25 contains 39554 members 
Mstep: Class 26 contains 13566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175480.000000 Penalty: 97093.140625
Iteration 79Q: 31 clusters Score -3.817548e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9651 members 
Mstep: Class 3 contains 25455 members 
Mstep: Class 4 contains 9675 members 
Mstep: Class 5 contains 8413 members 
Mstep: Class 6 contains 11646 members 
Mstep: Class 7 contains 24243 members 
Mstep: Class 8 contains 8742 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 4660 members 
Mstep: Class 11 contains 24757 members 
Mstep: Class 12 contains 11329 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 9651 members 
Mstep: Class 16 contains 7419 members 
Mstep: Class 17 contains 25455 members 
Mstep: Class 18 contains 6593 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 10144 members 
Mstep: Class 21 contains 13562 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 110176 members 
Mstep: Class 24 contains 11496 members 
Mstep: Class 25 contains 39612 members 
Mstep: Class 26 contains 13555 members 
Mstep: Class 27 contains 14144 members 
Mstep: Class 28 contains 3156 members 
Mstep: Class 29 contains 7697 members 
Mstep: Class 30 contains 7477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38178628.000000 Penalty: 97093.140625
Iteration 80F: 31 clusters Score -3.817863e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9665 members 
Mstep: Class 3 contains 25003 members 
Mstep: Class 4 contains 9664 members 
Mstep: Class 5 contains 8186 members 
Mstep: Class 6 contains 11631 members 
Mstep: Class 7 contains 23559 members 
Mstep: Class 8 contains 8719 members 
Mstep: Class 9 contains 17445 members 
Mstep: Class 10 contains 4647 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 3785 members 
Mstep: Class 14 contains 10309 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 7411 members 
Mstep: Class 17 contains 25437 members 
Mstep: Class 18 contains 6605 members 
Mstep: Class 19 contains 5416 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 13852 members 
Mstep: Class 22 contains 4055 members 
Mstep: Class 23 contains 110057 members 
Mstep: Class 24 contains 12008 members 
Mstep: Class 25 contains 39606 members 
Mstep: Class 26 contains 13567 members 
Mstep: Class 27 contains 14266 members 
Mstep: Class 28 contains 3249 members 
Mstep: Class 29 contains 7760 members 
Mstep: Class 30 contains 7588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38179656.000000 Penalty: 97093.140625
Iteration 81Q: 31 clusters Score -3.817966e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9664 members 
Mstep: Class 3 contains 24645 members 
Mstep: Class 4 contains 9657 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 11637 members 
Mstep: Class 7 contains 23067 members 
Mstep: Class 8 contains 8700 members 
Mstep: Class 9 contains 17420 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 25700 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 3800 members 
Mstep: Class 14 contains 10455 members 
Mstep: Class 15 contains 9593 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 25419 members 
Mstep: Class 18 contains 6619 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 14063 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 109965 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 39596 members 
Mstep: Class 26 contains 13584 members 
Mstep: Class 27 contains 14313 members 
Mstep: Class 28 contains 3307 members 
Mstep: Class 29 contains 7815 members 
Mstep: Class 30 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38180228.000000 Penalty: 97093.140625
Iteration 82Q: 31 clusters Score -3.818023e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 9660 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 7832 members 
Mstep: Class 6 contains 11637 members 
Mstep: Class 7 contains 22670 members 
Mstep: Class 8 contains 8711 members 
Mstep: Class 9 contains 17400 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 26020 members 
Mstep: Class 12 contains 11272 members 
Mstep: Class 13 contains 3797 members 
Mstep: Class 14 contains 10544 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 25400 members 
Mstep: Class 18 contains 6627 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10093 members 
Mstep: Class 21 contains 14276 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 109929 members 
Mstep: Class 24 contains 12767 members 
Mstep: Class 25 contains 39551 members 
Mstep: Class 26 contains 13598 members 
Mstep: Class 27 contains 14337 members 
Mstep: Class 28 contains 3336 members 
Mstep: Class 29 contains 7863 members 
Mstep: Class 30 contains 7638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38180392.000000 Penalty: 97093.140625
Iteration 83Q: 31 clusters Score -3.818039e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9654 members 
Mstep: Class 3 contains 24152 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 7676 members 
Mstep: Class 6 contains 11641 members 
Mstep: Class 7 contains 22343 members 
Mstep: Class 8 contains 8711 members 
Mstep: Class 9 contains 17392 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 26258 members 
Mstep: Class 12 contains 11274 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 10591 members 
Mstep: Class 15 contains 9581 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 25381 members 
Mstep: Class 18 contains 6639 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 14457 members 
Mstep: Class 22 contains 3676 members 
Mstep: Class 23 contains 109883 members 
Mstep: Class 24 contains 13070 members 
Mstep: Class 25 contains 39511 members 
Mstep: Class 26 contains 13611 members 
Mstep: Class 27 contains 14350 members 
Mstep: Class 28 contains 3352 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 7649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38180684.000000 Penalty: 97093.140625
Iteration 84Q: 31 clusters Score -3.818068e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 24000 members 
Mstep: Class 4 contains 9621 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 11644 members 
Mstep: Class 7 contains 22095 members 
Mstep: Class 8 contains 8706 members 
Mstep: Class 9 contains 17389 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 26434 members 
Mstep: Class 12 contains 11275 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 10634 members 
Mstep: Class 15 contains 9579 members 
Mstep: Class 16 contains 7384 members 
Mstep: Class 17 contains 25365 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 14627 members 
Mstep: Class 22 contains 3627 members 
Mstep: Class 23 contains 109851 members 
Mstep: Class 24 contains 13296 members 
Mstep: Class 25 contains 39471 members 
Mstep: Class 26 contains 13621 members 
Mstep: Class 27 contains 14361 members 
Mstep: Class 28 contains 3362 members 
Mstep: Class 29 contains 7962 members 
Mstep: Class 30 contains 7655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38180808.000000 Penalty: 97093.140625
Iteration 85Q: 31 clusters Score -3.818081e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 9628 members 
Mstep: Class 3 contains 23874 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 7399 members 
Mstep: Class 6 contains 11645 members 
Mstep: Class 7 contains 21895 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 17385 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26582 members 
Mstep: Class 12 contains 11275 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 10676 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7367 members 
Mstep: Class 17 contains 25361 members 
Mstep: Class 18 contains 6643 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10075 members 
Mstep: Class 21 contains 14769 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 109828 members 
Mstep: Class 24 contains 13486 members 
Mstep: Class 25 contains 39436 members 
Mstep: Class 26 contains 13630 members 
Mstep: Class 27 contains 14371 members 
Mstep: Class 28 contains 3367 members 
Mstep: Class 29 contains 8016 members 
Mstep: Class 30 contains 7659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38180964.000000 Penalty: 97093.140625
Iteration 86Q: 31 clusters Score -3.818096e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9616 members 
Mstep: Class 3 contains 23794 members 
Mstep: Class 4 contains 9576 members 
Mstep: Class 5 contains 7255 members 
Mstep: Class 6 contains 11648 members 
Mstep: Class 7 contains 21758 members 
Mstep: Class 8 contains 8707 members 
Mstep: Class 9 contains 17398 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 26675 members 
Mstep: Class 12 contains 11275 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 7353 members 
Mstep: Class 17 contains 25360 members 
Mstep: Class 18 contains 6645 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 14891 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 109812 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 39398 members 
Mstep: Class 26 contains 13647 members 
Mstep: Class 27 contains 14376 members 
Mstep: Class 28 contains 3373 members 
Mstep: Class 29 contains 8071 members 
Mstep: Class 30 contains 7660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181160.000000 Penalty: 97093.140625
Iteration 87Q: 31 clusters Score -3.818116e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9590 members 
Mstep: Class 3 contains 23739 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 7133 members 
Mstep: Class 6 contains 11647 members 
Mstep: Class 7 contains 21632 members 
Mstep: Class 8 contains 8727 members 
Mstep: Class 9 contains 17404 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26737 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 10717 members 
Mstep: Class 15 contains 9570 members 
Mstep: Class 16 contains 7335 members 
Mstep: Class 17 contains 25354 members 
Mstep: Class 18 contains 6647 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 15002 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 109794 members 
Mstep: Class 24 contains 13754 members 
Mstep: Class 25 contains 39356 members 
Mstep: Class 26 contains 13664 members 
Mstep: Class 27 contains 14381 members 
Mstep: Class 28 contains 3375 members 
Mstep: Class 29 contains 8120 members 
Mstep: Class 30 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181188.000000 Penalty: 97093.140625
Iteration 88Q: 31 clusters Score -3.818119e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9567 members 
Mstep: Class 3 contains 23701 members 
Mstep: Class 4 contains 9529 members 
Mstep: Class 5 contains 7008 members 
Mstep: Class 6 contains 11643 members 
Mstep: Class 7 contains 21538 members 
Mstep: Class 8 contains 8733 members 
Mstep: Class 9 contains 17407 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 26782 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 10736 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 7323 members 
Mstep: Class 17 contains 25353 members 
Mstep: Class 18 contains 6647 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 15117 members 
Mstep: Class 22 contains 3536 members 
Mstep: Class 23 contains 109787 members 
Mstep: Class 24 contains 13872 members 
Mstep: Class 25 contains 39331 members 
Mstep: Class 26 contains 13666 members 
Mstep: Class 27 contains 14383 members 
Mstep: Class 28 contains 3378 members 
Mstep: Class 29 contains 8169 members 
Mstep: Class 30 contains 7665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181368.000000 Penalty: 97093.140625
Iteration 89Q: 31 clusters Score -3.818137e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 9548 members 
Mstep: Class 3 contains 23674 members 
Mstep: Class 4 contains 9504 members 
Mstep: Class 5 contains 6886 members 
Mstep: Class 6 contains 11641 members 
Mstep: Class 7 contains 21465 members 
Mstep: Class 8 contains 8732 members 
Mstep: Class 9 contains 17412 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 26814 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 10755 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 7310 members 
Mstep: Class 17 contains 25350 members 
Mstep: Class 18 contains 6648 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 15224 members 
Mstep: Class 22 contains 3530 members 
Mstep: Class 23 contains 109782 members 
Mstep: Class 24 contains 13961 members 
Mstep: Class 25 contains 39302 members 
Mstep: Class 26 contains 13671 members 
Mstep: Class 27 contains 14385 members 
Mstep: Class 28 contains 3379 members 
Mstep: Class 29 contains 8220 members 
Mstep: Class 30 contains 7667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181428.000000 Penalty: 97093.140625
Iteration 90Q: 31 clusters Score -3.818143e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9546 members 
Mstep: Class 3 contains 23658 members 
Mstep: Class 4 contains 9487 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 11640 members 
Mstep: Class 7 contains 21399 members 
Mstep: Class 8 contains 8736 members 
Mstep: Class 9 contains 17409 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 26834 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 10772 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7296 members 
Mstep: Class 17 contains 25350 members 
Mstep: Class 18 contains 6649 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 109763 members 
Mstep: Class 24 contains 14034 members 
Mstep: Class 25 contains 39274 members 
Mstep: Class 26 contains 13667 members 
Mstep: Class 27 contains 14388 members 
Mstep: Class 28 contains 3379 members 
Mstep: Class 29 contains 8268 members 
Mstep: Class 30 contains 7669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181568.000000 Penalty: 97093.140625
Iteration 91Q: 31 clusters Score -3.818157e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9529 members 
Mstep: Class 3 contains 23645 members 
Mstep: Class 4 contains 9476 members 
Mstep: Class 5 contains 6682 members 
Mstep: Class 6 contains 11637 members 
Mstep: Class 7 contains 21350 members 
Mstep: Class 8 contains 8738 members 
Mstep: Class 9 contains 17402 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 26852 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 3815 members 
Mstep: Class 14 contains 10785 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 7288 members 
Mstep: Class 17 contains 25350 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 15442 members 
Mstep: Class 22 contains 3526 members 
Mstep: Class 23 contains 109730 members 
Mstep: Class 24 contains 14088 members 
Mstep: Class 25 contains 39246 members 
Mstep: Class 26 contains 13668 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3379 members 
Mstep: Class 29 contains 8308 members 
Mstep: Class 30 contains 7669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181584.000000 Penalty: 97093.140625
Iteration 92Q: 31 clusters Score -3.818158e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 9518 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 9467 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21316 members 
Mstep: Class 8 contains 8730 members 
Mstep: Class 9 contains 17405 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26867 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 25349 members 
Mstep: Class 18 contains 6665 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 15528 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 109703 members 
Mstep: Class 24 contains 14119 members 
Mstep: Class 25 contains 39224 members 
Mstep: Class 26 contains 13672 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3380 members 
Mstep: Class 29 contains 8351 members 
Mstep: Class 30 contains 7670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181640.000000 Penalty: 97093.140625
Iteration 93Q: 31 clusters Score -3.818164e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 23631 members 
Mstep: Class 4 contains 9456 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21292 members 
Mstep: Class 8 contains 8726 members 
Mstep: Class 9 contains 17413 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26877 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 3817 members 
Mstep: Class 14 contains 10808 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 25337 members 
Mstep: Class 18 contains 6674 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 3513 members 
Mstep: Class 23 contains 109673 members 
Mstep: Class 24 contains 14148 members 
Mstep: Class 25 contains 39200 members 
Mstep: Class 26 contains 13677 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3380 members 
Mstep: Class 29 contains 8399 members 
Mstep: Class 30 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181664.000000 Penalty: 97093.140625
Iteration 94Q: 31 clusters Score -3.818166e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9489 members 
Mstep: Class 3 contains 23626 members 
Mstep: Class 4 contains 9449 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21267 members 
Mstep: Class 8 contains 8721 members 
Mstep: Class 9 contains 17429 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26886 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 25332 members 
Mstep: Class 18 contains 6678 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 15702 members 
Mstep: Class 22 contains 3505 members 
Mstep: Class 23 contains 109651 members 
Mstep: Class 24 contains 14169 members 
Mstep: Class 25 contains 39170 members 
Mstep: Class 26 contains 13687 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 8443 members 
Mstep: Class 30 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181732.000000 Penalty: 97093.140625
Iteration 95Q: 31 clusters Score -3.818173e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 23625 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 6364 members 
Mstep: Class 6 contains 11634 members 
Mstep: Class 7 contains 21254 members 
Mstep: Class 8 contains 8724 members 
Mstep: Class 9 contains 17443 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26891 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 25338 members 
Mstep: Class 18 contains 6687 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 15770 members 
Mstep: Class 22 contains 3507 members 
Mstep: Class 23 contains 109624 members 
Mstep: Class 24 contains 14179 members 
Mstep: Class 25 contains 39135 members 
Mstep: Class 26 contains 13699 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8488 members 
Mstep: Class 30 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181788.000000 Penalty: 97093.140625
Iteration 96Q: 31 clusters Score -3.818179e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 9454 members 
Mstep: Class 3 contains 23620 members 
Mstep: Class 4 contains 9422 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 11633 members 
Mstep: Class 7 contains 21242 members 
Mstep: Class 8 contains 8734 members 
Mstep: Class 9 contains 17453 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26895 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 10832 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 7238 members 
Mstep: Class 17 contains 25345 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 15829 members 
Mstep: Class 22 contains 3505 members 
Mstep: Class 23 contains 109603 members 
Mstep: Class 24 contains 14192 members 
Mstep: Class 25 contains 39106 members 
Mstep: Class 26 contains 13707 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8538 members 
Mstep: Class 30 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38181996.000000 Penalty: 97093.140625
Iteration 97Q: 31 clusters Score -3.8182e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 23616 members 
Mstep: Class 4 contains 9405 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 11633 members 
Mstep: Class 7 contains 21229 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26899 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 7230 members 
Mstep: Class 17 contains 25354 members 
Mstep: Class 18 contains 6690 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 15891 members 
Mstep: Class 22 contains 3504 members 
Mstep: Class 23 contains 109585 members 
Mstep: Class 24 contains 14203 members 
Mstep: Class 25 contains 39073 members 
Mstep: Class 26 contains 13717 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8582 members 
Mstep: Class 30 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182024.000000 Penalty: 97093.140625
Iteration 98Q: 31 clusters Score -3.818202e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9420 members 
Mstep: Class 3 contains 23615 members 
Mstep: Class 4 contains 9398 members 
Mstep: Class 5 contains 6172 members 
Mstep: Class 6 contains 11633 members 
Mstep: Class 7 contains 21217 members 
Mstep: Class 8 contains 8748 members 
Mstep: Class 9 contains 17461 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26903 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 7218 members 
Mstep: Class 17 contains 25371 members 
Mstep: Class 18 contains 6694 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 15961 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 109551 members 
Mstep: Class 24 contains 14212 members 
Mstep: Class 25 contains 39040 members 
Mstep: Class 26 contains 13720 members 
Mstep: Class 27 contains 14395 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8625 members 
Mstep: Class 30 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182136.000000 Penalty: 97093.140625
Iteration 99Q: 31 clusters Score -3.818214e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 23614 members 
Mstep: Class 4 contains 9394 members 
Mstep: Class 5 contains 6112 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 8749 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26905 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 3834 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 7200 members 
Mstep: Class 17 contains 25381 members 
Mstep: Class 18 contains 6694 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 16028 members 
Mstep: Class 22 contains 3501 members 
Mstep: Class 23 contains 109528 members 
Mstep: Class 24 contains 14226 members 
Mstep: Class 25 contains 39003 members 
Mstep: Class 26 contains 13722 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8675 members 
Mstep: Class 30 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182088.000000 Penalty: 97093.140625
Iteration 100F: 31 clusters Score -3.818209e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9374 members 
Mstep: Class 3 contains 23614 members 
Mstep: Class 4 contains 9402 members 
Mstep: Class 5 contains 6061 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 8740 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 26906 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 3840 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 7186 members 
Mstep: Class 17 contains 25391 members 
Mstep: Class 18 contains 6701 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 16083 members 
Mstep: Class 22 contains 3499 members 
Mstep: Class 23 contains 109500 members 
Mstep: Class 24 contains 14235 members 
Mstep: Class 25 contains 38969 members 
Mstep: Class 26 contains 13735 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8725 members 
Mstep: Class 30 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182136.000000 Penalty: 97093.140625
Iteration 101Q: 31 clusters Score -3.818214e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9368 members 
Mstep: Class 3 contains 23614 members 
Mstep: Class 4 contains 9400 members 
Mstep: Class 5 contains 6012 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 8743 members 
Mstep: Class 9 contains 17444 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26906 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3849 members 
Mstep: Class 14 contains 10840 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 7173 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 6706 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 16108 members 
Mstep: Class 22 contains 3497 members 
Mstep: Class 23 contains 109468 members 
Mstep: Class 24 contains 14251 members 
Mstep: Class 25 contains 38927 members 
Mstep: Class 26 contains 13746 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8793 members 
Mstep: Class 30 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182144.000000 Penalty: 97093.140625
Iteration 102Q: 31 clusters Score -3.818214e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9359 members 
Mstep: Class 3 contains 23615 members 
Mstep: Class 4 contains 9401 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 8746 members 
Mstep: Class 9 contains 17430 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26905 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 10842 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 25410 members 
Mstep: Class 18 contains 6710 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 16159 members 
Mstep: Class 22 contains 3498 members 
Mstep: Class 23 contains 109444 members 
Mstep: Class 24 contains 14267 members 
Mstep: Class 25 contains 38897 members 
Mstep: Class 26 contains 13754 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8840 members 
Mstep: Class 30 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182192.000000 Penalty: 97093.140625
Iteration 103Q: 31 clusters Score -3.818219e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9347 members 
Mstep: Class 3 contains 23615 members 
Mstep: Class 4 contains 9396 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21180 members 
Mstep: Class 8 contains 8755 members 
Mstep: Class 9 contains 17413 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26905 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 10842 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 25419 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 16208 members 
Mstep: Class 22 contains 3497 members 
Mstep: Class 23 contains 109423 members 
Mstep: Class 24 contains 14278 members 
Mstep: Class 25 contains 38860 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8891 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182212.000000 Penalty: 97093.140625
Iteration 104Q: 31 clusters Score -3.818221e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 9335 members 
Mstep: Class 3 contains 23615 members 
Mstep: Class 4 contains 9390 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21170 members 
Mstep: Class 8 contains 8761 members 
Mstep: Class 9 contains 17406 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26905 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 3851 members 
Mstep: Class 14 contains 10843 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 25436 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 16244 members 
Mstep: Class 22 contains 3497 members 
Mstep: Class 23 contains 109405 members 
Mstep: Class 24 contains 14286 members 
Mstep: Class 25 contains 38835 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 8947 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182260.000000 Penalty: 97093.140625
Iteration 105Q: 31 clusters Score -3.818226e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 9313 members 
Mstep: Class 3 contains 23615 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 5835 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21168 members 
Mstep: Class 8 contains 8759 members 
Mstep: Class 9 contains 17405 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26907 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3853 members 
Mstep: Class 14 contains 10843 members 
Mstep: Class 15 contains 9573 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 17 contains 25444 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 3496 members 
Mstep: Class 23 contains 109387 members 
Mstep: Class 24 contains 14290 members 
Mstep: Class 25 contains 38803 members 
Mstep: Class 26 contains 13779 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9006 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182244.000000 Penalty: 97093.140625
Iteration 106Q: 31 clusters Score -3.818224e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9295 members 
Mstep: Class 3 contains 23614 members 
Mstep: Class 4 contains 9385 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21159 members 
Mstep: Class 8 contains 8759 members 
Mstep: Class 9 contains 17398 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26908 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 10845 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 25450 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16321 members 
Mstep: Class 22 contains 3495 members 
Mstep: Class 23 contains 109355 members 
Mstep: Class 24 contains 14298 members 
Mstep: Class 25 contains 38792 members 
Mstep: Class 26 contains 13781 members 
Mstep: Class 27 contains 14389 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9064 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182276.000000 Penalty: 97093.140625
Iteration 107Q: 31 clusters Score -3.818228e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9274 members 
Mstep: Class 3 contains 23614 members 
Mstep: Class 4 contains 9384 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21159 members 
Mstep: Class 8 contains 8763 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26908 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7093 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 16359 members 
Mstep: Class 22 contains 3494 members 
Mstep: Class 23 contains 109319 members 
Mstep: Class 24 contains 14304 members 
Mstep: Class 25 contains 38790 members 
Mstep: Class 26 contains 13786 members 
Mstep: Class 27 contains 14389 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9111 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182268.000000 Penalty: 97093.140625
Iteration 108Q: 31 clusters Score -3.818227e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 9254 members 
Mstep: Class 3 contains 23614 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21165 members 
Mstep: Class 8 contains 8764 members 
Mstep: Class 9 contains 17375 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26908 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 9573 members 
Mstep: Class 16 contains 7085 members 
Mstep: Class 17 contains 25461 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 16372 members 
Mstep: Class 22 contains 3492 members 
Mstep: Class 23 contains 109296 members 
Mstep: Class 24 contains 14307 members 
Mstep: Class 25 contains 38782 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 14389 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9152 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182280.000000 Penalty: 97093.140625
Iteration 109Q: 31 clusters Score -3.818228e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 23613 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21173 members 
Mstep: Class 8 contains 8761 members 
Mstep: Class 9 contains 17363 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26908 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 17 contains 25476 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 16383 members 
Mstep: Class 22 contains 3490 members 
Mstep: Class 23 contains 109276 members 
Mstep: Class 24 contains 14307 members 
Mstep: Class 25 contains 38778 members 
Mstep: Class 26 contains 13798 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9197 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182308.000000 Penalty: 97093.140625
Iteration 110Q: 31 clusters Score -3.818231e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9240 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 5663 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21170 members 
Mstep: Class 8 contains 8764 members 
Mstep: Class 9 contains 17358 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26909 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7065 members 
Mstep: Class 17 contains 25492 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16381 members 
Mstep: Class 22 contains 3490 members 
Mstep: Class 23 contains 109255 members 
Mstep: Class 24 contains 14308 members 
Mstep: Class 25 contains 38773 members 
Mstep: Class 26 contains 13802 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182248.000000 Penalty: 97093.140625
Iteration 111Q: 31 clusters Score -3.818225e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9235 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21172 members 
Mstep: Class 8 contains 8768 members 
Mstep: Class 9 contains 17359 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26909 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16379 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109249 members 
Mstep: Class 24 contains 14309 members 
Mstep: Class 25 contains 38760 members 
Mstep: Class 26 contains 13803 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9293 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182344.000000 Penalty: 97093.140625
Iteration 112Q: 31 clusters Score -3.818234e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 9229 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21171 members 
Mstep: Class 8 contains 8770 members 
Mstep: Class 9 contains 17354 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26909 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7045 members 
Mstep: Class 17 contains 25518 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109237 members 
Mstep: Class 24 contains 14311 members 
Mstep: Class 25 contains 38750 members 
Mstep: Class 26 contains 13813 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182288.000000 Penalty: 97093.140625
Iteration 113Q: 31 clusters Score -3.818229e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9222 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 5578 members 
Mstep: Class 6 contains 11635 members 
Mstep: Class 7 contains 21175 members 
Mstep: Class 8 contains 8776 members 
Mstep: Class 9 contains 17344 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26909 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 25533 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16368 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109229 members 
Mstep: Class 24 contains 14313 members 
Mstep: Class 25 contains 38738 members 
Mstep: Class 26 contains 13819 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 9385 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182320.000000 Penalty: 97093.140625
Iteration 114Q: 31 clusters Score -3.818232e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 9222 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 5553 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21184 members 
Mstep: Class 8 contains 8778 members 
Mstep: Class 9 contains 17340 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26909 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16381 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109225 members 
Mstep: Class 24 contains 14313 members 
Mstep: Class 25 contains 38721 members 
Mstep: Class 26 contains 13819 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 9407 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182368.000000 Penalty: 97093.140625
Iteration 115Q: 31 clusters Score -3.818237e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9220 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9371 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 17341 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26909 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3876 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 25554 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16392 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109212 members 
Mstep: Class 24 contains 14315 members 
Mstep: Class 25 contains 38709 members 
Mstep: Class 26 contains 13814 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 9432 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182376.000000 Penalty: 97093.140625
Iteration 116Q: 31 clusters Score -3.818238e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 9221 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9371 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 8785 members 
Mstep: Class 9 contains 17337 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26910 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3877 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 25568 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16400 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109197 members 
Mstep: Class 24 contains 14317 members 
Mstep: Class 25 contains 38699 members 
Mstep: Class 26 contains 13813 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182452.000000 Penalty: 97093.140625
Iteration 117Q: 31 clusters Score -3.818245e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9372 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 17332 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26910 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3880 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 25586 members 
Mstep: Class 18 contains 6726 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16389 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109180 members 
Mstep: Class 24 contains 14320 members 
Mstep: Class 25 contains 38704 members 
Mstep: Class 26 contains 13813 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38182512.000000 Penalty: 97093.140625
Iteration 118Q: 31 clusters Score -3.818251e+07 nChanged 166
Entering ConstructFrom: 
Score: -38182512.000000 Penalty: 97093.140625
Entering ConstructFrom: 
Trying to split cluster 1 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -514257.343750 Penalty: 2148.043701
	Iteration 0F: 2 clusters Score -514257.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -509245.031250 Penalty: 4296.087402
	Iteration 0F: 3 clusters Score -509245 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -510463.375000 Penalty: 4296.087402
	Iteration 1F: 3 clusters Score -510463.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -510669.875000 Penalty: 4296.087402
	Iteration 2F: 3 clusters Score -510669.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -510767.937500 Penalty: 4296.087402
	Iteration 3Q: 3 clusters Score -510767.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -510828.750000 Penalty: 4296.087402
	Iteration 4Q: 3 clusters Score -510828.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -510877.093750 Penalty: 4296.087402
	Iteration 5Q: 3 clusters Score -510877.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -510919.187500 Penalty: 4296.087402
	Iteration 6Q: 3 clusters Score -510919.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -510953.781250 Penalty: 4296.087402
	Iteration 7Q: 3 clusters Score -510953.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -510977.625000 Penalty: 4296.087402
	Iteration 8Q: 3 clusters Score -510977.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -511001.593750 Penalty: 4296.087402
	Iteration 9Q: 3 clusters Score -511001.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -511024.187500 Penalty: 4296.087402
	Iteration 10Q: 3 clusters Score -511024.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -511041.687500 Penalty: 4296.087402
	Iteration 11Q: 3 clusters Score -511041.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -511062.468750 Penalty: 4296.087402
	Iteration 12Q: 3 clusters Score -511062.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -511079.812500 Penalty: 4296.087402
	Iteration 13Q: 3 clusters Score -511079.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -511091.937500 Penalty: 4296.087402
	Iteration 14Q: 3 clusters Score -511091.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -511101.437500 Penalty: 4296.087402
	Iteration 15Q: 3 clusters Score -511101.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -511110.187500 Penalty: 4296.087402
	Iteration 16Q: 3 clusters Score -511110.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -511114.937500 Penalty: 4296.087402
	Iteration 17Q: 3 clusters Score -511114.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -511119.937500 Penalty: 4296.087402
	Iteration 18Q: 3 clusters Score -511119.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -511127.281250 Penalty: 4296.087402
	Iteration 19Q: 3 clusters Score -511127.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -511130.437500 Penalty: 4296.087402
	Iteration 20F: 3 clusters Score -511130.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -511134.531250 Penalty: 4296.087402
	Iteration 21Q: 3 clusters Score -511134.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -511136.343750 Penalty: 4296.087402
	Iteration 22Q: 3 clusters Score -511136.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -511139.437500 Penalty: 4296.087402
	Iteration 23Q: 3 clusters Score -511139.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -511142.718750 Penalty: 4296.087402
	Iteration 24Q: 3 clusters Score -511142.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -511147.093750 Penalty: 4296.087402
	Iteration 25Q: 3 clusters Score -511147.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -511151.562500 Penalty: 4296.087402
	Iteration 26Q: 3 clusters Score -511151.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -511156.218750 Penalty: 4296.087402
	Iteration 27Q: 3 clusters Score -511156.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -511161.531250 Penalty: 4296.087402
	Iteration 28Q: 3 clusters Score -511161.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -511167.562500 Penalty: 4296.087402
	Iteration 29Q: 3 clusters Score -511167.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -511175.437500 Penalty: 4296.087402
	Iteration 30Q: 3 clusters Score -511175.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -511183.500000 Penalty: 4296.087402
	Iteration 31Q: 3 clusters Score -511183.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -511190.031250 Penalty: 4296.087402
	Iteration 32Q: 3 clusters Score -511190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -511195.062500 Penalty: 4296.087402
	Iteration 33Q: 3 clusters Score -511195.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -511201.000000 Penalty: 4296.087402
	Iteration 34Q: 3 clusters Score -511201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -511205.312500 Penalty: 4296.087402
	Iteration 35Q: 3 clusters Score -511205.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -511208.406250 Penalty: 4296.087402
	Iteration 36Q: 3 clusters Score -511208.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -511212.218750 Penalty: 4296.087402
	Iteration 37Q: 3 clusters Score -511212.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -511215.187500 Penalty: 4296.087402
	Iteration 38Q: 3 clusters Score -511215.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -511219.281250 Penalty: 4296.087402
	Iteration 39Q: 3 clusters Score -511219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -511220.156250 Penalty: 4296.087402
	Iteration 40F: 3 clusters Score -511220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -511222.437500 Penalty: 4296.087402
	Iteration 41Q: 3 clusters Score -511222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -511223.531250 Penalty: 4296.087402
	Iteration 42Q: 3 clusters Score -511223.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -511225.468750 Penalty: 4296.087402
	Iteration 43Q: 3 clusters Score -511225.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -511227.062500 Penalty: 4296.087402
	Iteration 44Q: 3 clusters Score -511227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -511229.781250 Penalty: 4296.087402
	Iteration 45Q: 3 clusters Score -511229.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -511236.093750 Penalty: 4296.087402
	Iteration 46Q: 3 clusters Score -511236.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -511243.218750 Penalty: 4296.087402
	Iteration 47Q: 3 clusters Score -511243.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -511250.687500 Penalty: 4296.087402
	Iteration 48Q: 3 clusters Score -511250.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -511255.625000 Penalty: 4296.087402
	Iteration 49Q: 3 clusters Score -511255.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -511259.906250 Penalty: 4296.087402
	Iteration 50Q: 3 clusters Score -511259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -511262.500000 Penalty: 4296.087402
	Iteration 51Q: 3 clusters Score -511262.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -511266.812500 Penalty: 4296.087402
	Iteration 52Q: 3 clusters Score -511266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -511268.687500 Penalty: 4296.087402
	Iteration 53Q: 3 clusters Score -511268.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -511278.250000 Penalty: 4296.087402
	Iteration 54Q: 3 clusters Score -511278.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -511289.125000 Penalty: 4296.087402
	Iteration 55Q: 3 clusters Score -511289.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -511303.156250 Penalty: 4296.087402
	Iteration 56Q: 3 clusters Score -511303.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -511316.156250 Penalty: 4296.087402
	Iteration 57Q: 3 clusters Score -511316.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -511328.812500 Penalty: 4296.087402
	Iteration 58Q: 3 clusters Score -511328.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -511343.468750 Penalty: 4296.087402
	Iteration 59Q: 3 clusters Score -511343.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -511358.687500 Penalty: 4296.087402
	Iteration 60F: 3 clusters Score -511358.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -511378.687500 Penalty: 4296.087402
	Iteration 61Q: 3 clusters Score -511378.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -511395.687500 Penalty: 4296.087402
	Iteration 62Q: 3 clusters Score -511395.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -511408.937500 Penalty: 4296.087402
	Iteration 63Q: 3 clusters Score -511408.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -511422.937500 Penalty: 4296.087402
	Iteration 64Q: 3 clusters Score -511422.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -511440.562500 Penalty: 4296.087402
	Iteration 65Q: 3 clusters Score -511440.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -511462.875000 Penalty: 4296.087402
	Iteration 66Q: 3 clusters Score -511462.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -511492.437500 Penalty: 4296.087402
	Iteration 67Q: 3 clusters Score -511492.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -511521.656250 Penalty: 4296.087402
	Iteration 68Q: 3 clusters Score -511521.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -511559.875000 Penalty: 4296.087402
	Iteration 69Q: 3 clusters Score -511559.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -511601.750000 Penalty: 4296.087402
	Iteration 70Q: 3 clusters Score -511601.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -511646.718750 Penalty: 4296.087402
	Iteration 71Q: 3 clusters Score -511646.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -511693.312500 Penalty: 4296.087402
	Iteration 72Q: 3 clusters Score -511693.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -511746.000000 Penalty: 4296.087402
	Iteration 73Q: 3 clusters Score -511746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -511786.531250 Penalty: 4296.087402
	Iteration 74Q: 3 clusters Score -511786.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -511825.156250 Penalty: 4296.087402
	Iteration 75Q: 3 clusters Score -511825.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -511864.625000 Penalty: 4296.087402
	Iteration 76Q: 3 clusters Score -511864.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -511909.562500 Penalty: 4296.087402
	Iteration 77Q: 3 clusters Score -511909.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -511948.343750 Penalty: 4296.087402
	Iteration 78Q: 3 clusters Score -511948.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -511984.937500 Penalty: 4296.087402
	Iteration 79Q: 3 clusters Score -511984.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -512022.906250 Penalty: 4296.087402
	Iteration 80F: 3 clusters Score -512022.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -512062.468750 Penalty: 4296.087402
	Iteration 81Q: 3 clusters Score -512062.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -512101.906250 Penalty: 4296.087402
	Iteration 82Q: 3 clusters Score -512101.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -512134.500000 Penalty: 4296.087402
	Iteration 83Q: 3 clusters Score -512134.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -512158.968750 Penalty: 4296.087402
	Iteration 84Q: 3 clusters Score -512159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -512181.531250 Penalty: 4296.087402
	Iteration 85Q: 3 clusters Score -512181.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -512201.437500 Penalty: 4296.087402
	Iteration 86Q: 3 clusters Score -512201.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -512227.812500 Penalty: 4296.087402
	Iteration 87Q: 3 clusters Score -512227.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -512248.843750 Penalty: 4296.087402
	Iteration 88Q: 3 clusters Score -512248.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -512268.843750 Penalty: 4296.087402
	Iteration 89Q: 3 clusters Score -512268.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -512284.718750 Penalty: 4296.087402
	Iteration 90Q: 3 clusters Score -512284.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -512301.062500 Penalty: 4296.087402
	Iteration 91Q: 3 clusters Score -512301.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -512309.812500 Penalty: 4296.087402
	Iteration 92Q: 3 clusters Score -512309.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -512323.375000 Penalty: 4296.087402
	Iteration 93Q: 3 clusters Score -512323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -512330.000000 Penalty: 4296.087402
	Iteration 94Q: 3 clusters Score -512330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -512338.031250 Penalty: 4296.087402
	Iteration 95Q: 3 clusters Score -512338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -512345.500000 Penalty: 4296.087402
	Iteration 96Q: 3 clusters Score -512345.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -512351.625000 Penalty: 4296.087402
	Iteration 97Q: 3 clusters Score -512351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -512359.218750 Penalty: 4296.087402
	Iteration 98Q: 3 clusters Score -512359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -512362.062500 Penalty: 4296.087402
	Iteration 99Q: 3 clusters Score -512362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -512366.562500 Penalty: 4296.087402
	Iteration 100F: 3 clusters Score -512366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -512368.531250 Penalty: 4296.087402
	Iteration 101Q: 3 clusters Score -512368.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -512370.500000 Penalty: 4296.087402
	Iteration 102Q: 3 clusters Score -512370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -512370.312500 Penalty: 4296.087402
	Iteration 103Q: 3 clusters Score -512370.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -512370.312500 Penalty: 4296.087402
	Iteration 104F: 3 clusters Score -512370.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Entering Unmasked Estep 
Score: -797293.250000 Penalty: 2263.943604
	Iteration 0F: 2 clusters Score -797293.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -790130.250000 Penalty: 4527.887207
	Iteration 0F: 3 clusters Score -790130.2 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -792132.875000 Penalty: 4527.887207
	Iteration 1F: 3 clusters Score -792132.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -792440.000000 Penalty: 4527.887207
	Iteration 2F: 3 clusters Score -792440 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -792656.312500 Penalty: 4527.887207
	Iteration 3F: 3 clusters Score -792656.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -792793.687500 Penalty: 4527.887207
	Iteration 4Q: 3 clusters Score -792793.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -792884.062500 Penalty: 4527.887207
	Iteration 5Q: 3 clusters Score -792884.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -792950.500000 Penalty: 4527.887207
	Iteration 6Q: 3 clusters Score -792950.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -793004.937500 Penalty: 4527.887207
	Iteration 7Q: 3 clusters Score -793004.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -793048.500000 Penalty: 4527.887207
	Iteration 8Q: 3 clusters Score -793048.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -793080.500000 Penalty: 4527.887207
	Iteration 9Q: 3 clusters Score -793080.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -793103.375000 Penalty: 4527.887207
	Iteration 10Q: 3 clusters Score -793103.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -793122.875000 Penalty: 4527.887207
	Iteration 11Q: 3 clusters Score -793122.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -793148.562500 Penalty: 4527.887207
	Iteration 12Q: 3 clusters Score -793148.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -793169.437500 Penalty: 4527.887207
	Iteration 13Q: 3 clusters Score -793169.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -793195.312500 Penalty: 4527.887207
	Iteration 14Q: 3 clusters Score -793195.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -793221.062500 Penalty: 4527.887207
	Iteration 15Q: 3 clusters Score -793221.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -793247.125000 Penalty: 4527.887207
	Iteration 16Q: 3 clusters Score -793247.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -793265.062500 Penalty: 4527.887207
	Iteration 17Q: 3 clusters Score -793265.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -793291.062500 Penalty: 4527.887207
	Iteration 18Q: 3 clusters Score -793291.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -793311.687500 Penalty: 4527.887207
	Iteration 19Q: 3 clusters Score -793311.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -793340.125000 Penalty: 4527.887207
	Iteration 20F: 3 clusters Score -793340.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -793379.375000 Penalty: 4527.887207
	Iteration 21Q: 3 clusters Score -793379.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -793425.625000 Penalty: 4527.887207
	Iteration 22Q: 3 clusters Score -793425.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -793486.000000 Penalty: 4527.887207
	Iteration 23Q: 3 clusters Score -793486 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -793556.375000 Penalty: 4527.887207
	Iteration 24Q: 3 clusters Score -793556.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -793618.312500 Penalty: 4527.887207
	Iteration 25Q: 3 clusters Score -793618.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -793687.062500 Penalty: 4527.887207
	Iteration 26Q: 3 clusters Score -793687.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -793764.187500 Penalty: 4527.887207
	Iteration 27Q: 3 clusters Score -793764.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -793858.125000 Penalty: 4527.887207
	Iteration 28Q: 3 clusters Score -793858.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -793969.500000 Penalty: 4527.887207
	Iteration 29Q: 3 clusters Score -793969.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -794094.000000 Penalty: 4527.887207
	Iteration 30Q: 3 clusters Score -794094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -794240.437500 Penalty: 4527.887207
	Iteration 31Q: 3 clusters Score -794240.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -794408.812500 Penalty: 4527.887207
	Iteration 32Q: 3 clusters Score -794408.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -794581.562500 Penalty: 4527.887207
	Iteration 33Q: 3 clusters Score -794581.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -794734.500000 Penalty: 4527.887207
	Iteration 34Q: 3 clusters Score -794734.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -794872.812500 Penalty: 4527.887207
	Iteration 35Q: 3 clusters Score -794872.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -795013.937500 Penalty: 4527.887207
	Iteration 36Q: 3 clusters Score -795013.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -795123.750000 Penalty: 4527.887207
	Iteration 37Q: 3 clusters Score -795123.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -795183.000000 Penalty: 4527.887207
	Iteration 38Q: 3 clusters Score -795183 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -795221.562500 Penalty: 4527.887207
	Iteration 39Q: 3 clusters Score -795221.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -795241.500000 Penalty: 4527.887207
	Iteration 40F: 3 clusters Score -795241.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -795260.625000 Penalty: 4527.887207
	Iteration 41Q: 3 clusters Score -795260.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -795275.000000 Penalty: 4527.887207
	Iteration 42Q: 3 clusters Score -795275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -795290.937500 Penalty: 4527.887207
	Iteration 43Q: 3 clusters Score -795290.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -795294.312500 Penalty: 4527.887207
	Iteration 44Q: 3 clusters Score -795294.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -795298.750000 Penalty: 4527.887207
	Iteration 45Q: 3 clusters Score -795298.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -795307.062500 Penalty: 4527.887207
	Iteration 46Q: 3 clusters Score -795307.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -795314.437500 Penalty: 4527.887207
	Iteration 47Q: 3 clusters Score -795314.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -795320.812500 Penalty: 4527.887207
	Iteration 48Q: 3 clusters Score -795320.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -795328.375000 Penalty: 4527.887207
	Iteration 49Q: 3 clusters Score -795328.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -795334.750000 Penalty: 4527.887207
	Iteration 50Q: 3 clusters Score -795334.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -795335.937500 Penalty: 4527.887207
	Iteration 51Q: 3 clusters Score -795335.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -795343.187500 Penalty: 4527.887207
	Iteration 52Q: 3 clusters Score -795343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -795342.500000 Penalty: 4527.887207
	Iteration 53Q: 3 clusters Score -795342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -795344.000000 Penalty: 4527.887207
	Iteration 54Q: 3 clusters Score -795344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -795344.187500 Penalty: 4527.887207
	Iteration 55Q: 3 clusters Score -795344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -795345.125000 Penalty: 4527.887207
	Iteration 56Q: 3 clusters Score -795345.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -795345.125000 Penalty: 4527.887207
	Iteration 57F: 3 clusters Score -795345.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Entering Unmasked Estep 
Score: -2053551.750000 Penalty: 2497.238525
	Iteration 0F: 2 clusters Score -2053552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2037122.875000 Penalty: 4994.477051
	Iteration 0F: 3 clusters Score -2037123 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2043085.500000 Penalty: 4994.477051
	Iteration 1F: 3 clusters Score -2043086 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2043976.000000 Penalty: 4994.477051
	Iteration 2F: 3 clusters Score -2043976 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2045119.625000 Penalty: 4994.477051
	Iteration 3F: 3 clusters Score -2045120 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2046411.625000 Penalty: 4994.477051
	Iteration 4F: 3 clusters Score -2046412 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2047695.250000 Penalty: 4994.477051
	Iteration 5F: 3 clusters Score -2047695 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2048797.375000 Penalty: 4994.477051
	Iteration 6F: 3 clusters Score -2048797 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2049527.875000 Penalty: 4994.477051
	Iteration 7Q: 3 clusters Score -2049528 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2050021.750000 Penalty: 4994.477051
	Iteration 8Q: 3 clusters Score -2050022 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2050384.375000 Penalty: 4994.477051
	Iteration 9Q: 3 clusters Score -2050384 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2050637.125000 Penalty: 4994.477051
	Iteration 10Q: 3 clusters Score -2050637 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2050832.250000 Penalty: 4994.477051
	Iteration 11Q: 3 clusters Score -2050832 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2050977.375000 Penalty: 4994.477051
	Iteration 12Q: 3 clusters Score -2050977 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2051089.250000 Penalty: 4994.477051
	Iteration 13Q: 3 clusters Score -2051089 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2051155.625000 Penalty: 4994.477051
	Iteration 14Q: 3 clusters Score -2051156 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2051209.500000 Penalty: 4994.477051
	Iteration 15Q: 3 clusters Score -2051210 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2051257.625000 Penalty: 4994.477051
	Iteration 16Q: 3 clusters Score -2051258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2051295.375000 Penalty: 4994.477051
	Iteration 17Q: 3 clusters Score -2051295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2051324.375000 Penalty: 4994.477051
	Iteration 18Q: 3 clusters Score -2051324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2051347.375000 Penalty: 4994.477051
	Iteration 19Q: 3 clusters Score -2051347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2051367.000000 Penalty: 4994.477051
	Iteration 20F: 3 clusters Score -2051367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2051389.750000 Penalty: 4994.477051
	Iteration 21Q: 3 clusters Score -2051390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2051404.625000 Penalty: 4994.477051
	Iteration 22Q: 3 clusters Score -2051405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2051424.125000 Penalty: 4994.477051
	Iteration 23Q: 3 clusters Score -2051424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2051441.750000 Penalty: 4994.477051
	Iteration 24Q: 3 clusters Score -2051442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2051448.000000 Penalty: 4994.477051
	Iteration 25Q: 3 clusters Score -2051448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2051451.375000 Penalty: 4994.477051
	Iteration 26Q: 3 clusters Score -2051451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2051456.750000 Penalty: 4994.477051
	Iteration 27Q: 3 clusters Score -2051457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2051463.000000 Penalty: 4994.477051
	Iteration 28Q: 3 clusters Score -2051463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2051470.875000 Penalty: 4994.477051
	Iteration 29Q: 3 clusters Score -2051471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2051479.250000 Penalty: 4994.477051
	Iteration 30Q: 3 clusters Score -2051479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2051481.250000 Penalty: 4994.477051
	Iteration 31Q: 3 clusters Score -2051481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2051484.250000 Penalty: 4994.477051
	Iteration 32Q: 3 clusters Score -2051484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2051492.750000 Penalty: 4994.477051
	Iteration 33Q: 3 clusters Score -2051493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2051496.125000 Penalty: 4994.477051
	Iteration 34Q: 3 clusters Score -2051496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2051496.500000 Penalty: 4994.477051
	Iteration 35Q: 3 clusters Score -2051496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2051501.875000 Penalty: 4994.477051
	Iteration 36Q: 3 clusters Score -2051502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2051500.750000 Penalty: 4994.477051
	Iteration 37Q: 3 clusters Score -2051501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2051506.375000 Penalty: 4994.477051
	Iteration 38Q: 3 clusters Score -2051506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2051509.750000 Penalty: 4994.477051
	Iteration 39Q: 3 clusters Score -2051510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2051509.500000 Penalty: 4994.477051
	Iteration 40F: 3 clusters Score -2051510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2051518.000000 Penalty: 4994.477051
	Iteration 41Q: 3 clusters Score -2051518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2051525.375000 Penalty: 4994.477051
	Iteration 42Q: 3 clusters Score -2051525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2051530.125000 Penalty: 4994.477051
	Iteration 43Q: 3 clusters Score -2051530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2051535.750000 Penalty: 4994.477051
	Iteration 44Q: 3 clusters Score -2051536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2051544.125000 Penalty: 4994.477051
	Iteration 45Q: 3 clusters Score -2051544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -2051548.250000 Penalty: 4994.477051
	Iteration 46Q: 3 clusters Score -2051548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2051548.750000 Penalty: 4994.477051
	Iteration 47Q: 3 clusters Score -2051549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2051554.375000 Penalty: 4994.477051
	Iteration 48Q: 3 clusters Score -2051554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2051562.500000 Penalty: 4994.477051
	Iteration 49Q: 3 clusters Score -2051562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2051565.000000 Penalty: 4994.477051
	Iteration 50Q: 3 clusters Score -2051565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2051567.625000 Penalty: 4994.477051
	Iteration 51Q: 3 clusters Score -2051568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2051572.000000 Penalty: 4994.477051
	Iteration 52Q: 3 clusters Score -2051572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2051573.625000 Penalty: 4994.477051
	Iteration 53Q: 3 clusters Score -2051574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2051575.000000 Penalty: 4994.477051
	Iteration 54Q: 3 clusters Score -2051575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2051577.375000 Penalty: 4994.477051
	Iteration 55Q: 3 clusters Score -2051577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2051577.750000 Penalty: 4994.477051
	Iteration 56Q: 3 clusters Score -2051578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2051577.750000 Penalty: 4994.477051
	Iteration 57F: 3 clusters Score -2051578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Entering Unmasked Estep 
Score: -793125.687500 Penalty: 2268.105957
	Iteration 0F: 2 clusters Score -793125.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -785847.375000 Penalty: 4536.211914
	Iteration 0F: 3 clusters Score -785847.4 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -787919.625000 Penalty: 4536.211914
	Iteration 1F: 3 clusters Score -787919.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -788243.000000 Penalty: 4536.211914
	Iteration 2F: 3 clusters Score -788243 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -788470.000000 Penalty: 4536.211914
	Iteration 3F: 3 clusters Score -788470 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -788652.875000 Penalty: 4536.211914
	Iteration 4Q: 3 clusters Score -788652.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -788813.812500 Penalty: 4536.211914
	Iteration 5Q: 3 clusters Score -788813.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -788950.500000 Penalty: 4536.211914
	Iteration 6Q: 3 clusters Score -788950.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -789061.625000 Penalty: 4536.211914
	Iteration 7Q: 3 clusters Score -789061.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -789167.187500 Penalty: 4536.211914
	Iteration 8Q: 3 clusters Score -789167.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -789270.062500 Penalty: 4536.211914
	Iteration 9Q: 3 clusters Score -789270.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -789378.562500 Penalty: 4536.211914
	Iteration 10Q: 3 clusters Score -789378.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -789483.187500 Penalty: 4536.211914
	Iteration 11Q: 3 clusters Score -789483.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -789611.750000 Penalty: 4536.211914
	Iteration 12Q: 3 clusters Score -789611.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -789740.562500 Penalty: 4536.211914
	Iteration 13Q: 3 clusters Score -789740.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -789879.937500 Penalty: 4536.211914
	Iteration 14Q: 3 clusters Score -789879.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -790009.312500 Penalty: 4536.211914
	Iteration 15Q: 3 clusters Score -790009.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -790127.937500 Penalty: 4536.211914
	Iteration 16Q: 3 clusters Score -790127.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -790242.937500 Penalty: 4536.211914
	Iteration 17Q: 3 clusters Score -790242.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -790353.750000 Penalty: 4536.211914
	Iteration 18Q: 3 clusters Score -790353.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -790461.312500 Penalty: 4536.211914
	Iteration 19Q: 3 clusters Score -790461.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -790561.187500 Penalty: 4536.211914
	Iteration 20F: 3 clusters Score -790561.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -790639.750000 Penalty: 4536.211914
	Iteration 21Q: 3 clusters Score -790639.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -790732.500000 Penalty: 4536.211914
	Iteration 22Q: 3 clusters Score -790732.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -790831.000000 Penalty: 4536.211914
	Iteration 23Q: 3 clusters Score -790831 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -790945.250000 Penalty: 4536.211914
	Iteration 24Q: 3 clusters Score -790945.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -791068.437500 Penalty: 4536.211914
	Iteration 25Q: 3 clusters Score -791068.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -791167.500000 Penalty: 4536.211914
	Iteration 26Q: 3 clusters Score -791167.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -791224.062500 Penalty: 4536.211914
	Iteration 27Q: 3 clusters Score -791224.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -791273.875000 Penalty: 4536.211914
	Iteration 28Q: 3 clusters Score -791273.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -791317.062500 Penalty: 4536.211914
	Iteration 29Q: 3 clusters Score -791317.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -791359.125000 Penalty: 4536.211914
	Iteration 30Q: 3 clusters Score -791359.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -791385.187500 Penalty: 4536.211914
	Iteration 31Q: 3 clusters Score -791385.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -791406.187500 Penalty: 4536.211914
	Iteration 32Q: 3 clusters Score -791406.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -791428.625000 Penalty: 4536.211914
	Iteration 33Q: 3 clusters Score -791428.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -791445.875000 Penalty: 4536.211914
	Iteration 34Q: 3 clusters Score -791445.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -791455.562500 Penalty: 4536.211914
	Iteration 35Q: 3 clusters Score -791455.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -791458.625000 Penalty: 4536.211914
	Iteration 36Q: 3 clusters Score -791458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -791462.687500 Penalty: 4536.211914
	Iteration 37Q: 3 clusters Score -791462.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -791465.937500 Penalty: 4536.211914
	Iteration 38Q: 3 clusters Score -791465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -791467.562500 Penalty: 4536.211914
	Iteration 39Q: 3 clusters Score -791467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -791469.187500 Penalty: 4536.211914
	Iteration 40F: 3 clusters Score -791469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -791470.000000 Penalty: 4536.211914
	Iteration 41Q: 3 clusters Score -791470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -791470.000000 Penalty: 4536.211914
	Iteration 42F: 3 clusters Score -791470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -431698.187500 Penalty: 2134.906982
	Iteration 0F: 2 clusters Score -431698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -426877.000000 Penalty: 4269.813965
	Iteration 0F: 3 clusters Score -426877 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -428081.187500 Penalty: 4269.813965
	Iteration 1F: 3 clusters Score -428081.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -428319.531250 Penalty: 4269.813965
	Iteration 2F: 3 clusters Score -428319.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -428456.843750 Penalty: 4269.813965
	Iteration 3F: 3 clusters Score -428456.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -428554.656250 Penalty: 4269.813965
	Iteration 4Q: 3 clusters Score -428554.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -428641.781250 Penalty: 4269.813965
	Iteration 5Q: 3 clusters Score -428641.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -428722.406250 Penalty: 4269.813965
	Iteration 6Q: 3 clusters Score -428722.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -428792.062500 Penalty: 4269.813965
	Iteration 7Q: 3 clusters Score -428792.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -428868.375000 Penalty: 4269.813965
	Iteration 8Q: 3 clusters Score -428868.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -428933.562500 Penalty: 4269.813965
	Iteration 9Q: 3 clusters Score -428933.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -428994.593750 Penalty: 4269.813965
	Iteration 10Q: 3 clusters Score -428994.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -429051.781250 Penalty: 4269.813965
	Iteration 11Q: 3 clusters Score -429051.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -429106.093750 Penalty: 4269.813965
	Iteration 12Q: 3 clusters Score -429106.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -429154.343750 Penalty: 4269.813965
	Iteration 13Q: 3 clusters Score -429154.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -429201.000000 Penalty: 4269.813965
	Iteration 14Q: 3 clusters Score -429201 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -429259.437500 Penalty: 4269.813965
	Iteration 15Q: 3 clusters Score -429259.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -429310.500000 Penalty: 4269.813965
	Iteration 16Q: 3 clusters Score -429310.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -429368.468750 Penalty: 4269.813965
	Iteration 17Q: 3 clusters Score -429368.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -429425.375000 Penalty: 4269.813965
	Iteration 18Q: 3 clusters Score -429425.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -429481.906250 Penalty: 4269.813965
	Iteration 19Q: 3 clusters Score -429481.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -429529.968750 Penalty: 4269.813965
	Iteration 20F: 3 clusters Score -429530 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -429582.156250 Penalty: 4269.813965
	Iteration 21Q: 3 clusters Score -429582.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -429641.812500 Penalty: 4269.813965
	Iteration 22Q: 3 clusters Score -429641.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -429718.812500 Penalty: 4269.813965
	Iteration 23Q: 3 clusters Score -429718.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -429790.593750 Penalty: 4269.813965
	Iteration 24Q: 3 clusters Score -429790.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -429848.968750 Penalty: 4269.813965
	Iteration 25Q: 3 clusters Score -429849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -429888.187500 Penalty: 4269.813965
	Iteration 26Q: 3 clusters Score -429888.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -429933.687500 Penalty: 4269.813965
	Iteration 27Q: 3 clusters Score -429933.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -429962.718750 Penalty: 4269.813965
	Iteration 28Q: 3 clusters Score -429962.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -429985.937500 Penalty: 4269.813965
	Iteration 29Q: 3 clusters Score -429985.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -430012.906250 Penalty: 4269.813965
	Iteration 30Q: 3 clusters Score -430012.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -430039.437500 Penalty: 4269.813965
	Iteration 31Q: 3 clusters Score -430039.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430067.000000 Penalty: 4269.813965
	Iteration 32Q: 3 clusters Score -430067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -430081.218750 Penalty: 4269.813965
	Iteration 33Q: 3 clusters Score -430081.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -430088.937500 Penalty: 4269.813965
	Iteration 34Q: 3 clusters Score -430088.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -430097.343750 Penalty: 4269.813965
	Iteration 35Q: 3 clusters Score -430097.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -430102.718750 Penalty: 4269.813965
	Iteration 36Q: 3 clusters Score -430102.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -430106.312500 Penalty: 4269.813965
	Iteration 37Q: 3 clusters Score -430106.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -430111.531250 Penalty: 4269.813965
	Iteration 38Q: 3 clusters Score -430111.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -430114.656250 Penalty: 4269.813965
	Iteration 39Q: 3 clusters Score -430114.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -430116.593750 Penalty: 4269.813965
	Iteration 40F: 3 clusters Score -430116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -430118.750000 Penalty: 4269.813965
	Iteration 41Q: 3 clusters Score -430118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -430119.281250 Penalty: 4269.813965
	Iteration 42Q: 3 clusters Score -430119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -430120.718750 Penalty: 4269.813965
	Iteration 43Q: 3 clusters Score -430120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -430120.750000 Penalty: 4269.813965
	Iteration 44Q: 3 clusters Score -430120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -430120.593750 Penalty: 4269.813965
	Iteration 45Q: 3 clusters Score -430120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -430120.593750 Penalty: 4269.813965
	Iteration 46F: 3 clusters Score -430120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Entering Unmasked Estep 
Score: -1022617.250000 Penalty: 2321.741211
	Iteration 0F: 2 clusters Score -1022617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1013792.125000 Penalty: 4643.482422
	Iteration 0F: 3 clusters Score -1013792 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1016479.875000 Penalty: 4643.482422
	Iteration 1F: 3 clusters Score -1016480 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1016865.812500 Penalty: 4643.482422
	Iteration 2F: 3 clusters Score -1016866 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1017211.437500 Penalty: 4643.482422
	Iteration 3F: 3 clusters Score -1017211 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1017530.312500 Penalty: 4643.482422
	Iteration 4F: 3 clusters Score -1017530 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1017839.312500 Penalty: 4643.482422
	Iteration 5F: 3 clusters Score -1017839 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1018149.875000 Penalty: 4643.482422
	Iteration 6F: 3 clusters Score -1018150 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1018479.250000 Penalty: 4643.482422
	Iteration 7Q: 3 clusters Score -1018479 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1018814.375000 Penalty: 4643.482422
	Iteration 8Q: 3 clusters Score -1018814 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1019118.375000 Penalty: 4643.482422
	Iteration 9Q: 3 clusters Score -1019118 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1019415.312500 Penalty: 4643.482422
	Iteration 10Q: 3 clusters Score -1019415 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1019704.750000 Penalty: 4643.482422
	Iteration 11Q: 3 clusters Score -1019705 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1019988.625000 Penalty: 4643.482422
	Iteration 12Q: 3 clusters Score -1019989 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1020208.437500 Penalty: 4643.482422
	Iteration 13Q: 3 clusters Score -1020208 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1020369.250000 Penalty: 4643.482422
	Iteration 14Q: 3 clusters Score -1020369 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1020493.687500 Penalty: 4643.482422
	Iteration 15Q: 3 clusters Score -1020494 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1020604.562500 Penalty: 4643.482422
	Iteration 16Q: 3 clusters Score -1020605 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1020685.500000 Penalty: 4643.482422
	Iteration 17Q: 3 clusters Score -1020686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1020749.312500 Penalty: 4643.482422
	Iteration 18Q: 3 clusters Score -1020749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1020781.187500 Penalty: 4643.482422
	Iteration 19Q: 3 clusters Score -1020781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1020815.937500 Penalty: 4643.482422
	Iteration 20F: 3 clusters Score -1020816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1020844.375000 Penalty: 4643.482422
	Iteration 21Q: 3 clusters Score -1020844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1020874.062500 Penalty: 4643.482422
	Iteration 22Q: 3 clusters Score -1020874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1020895.375000 Penalty: 4643.482422
	Iteration 23Q: 3 clusters Score -1020895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1020910.687500 Penalty: 4643.482422
	Iteration 24Q: 3 clusters Score -1020911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1020926.125000 Penalty: 4643.482422
	Iteration 25Q: 3 clusters Score -1020926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1020933.625000 Penalty: 4643.482422
	Iteration 26Q: 3 clusters Score -1020934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1020945.750000 Penalty: 4643.482422
	Iteration 27Q: 3 clusters Score -1020946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1020951.625000 Penalty: 4643.482422
	Iteration 28Q: 3 clusters Score -1020952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1020956.312500 Penalty: 4643.482422
	Iteration 29Q: 3 clusters Score -1020956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1020961.687500 Penalty: 4643.482422
	Iteration 30Q: 3 clusters Score -1020962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1020962.687500 Penalty: 4643.482422
	Iteration 31Q: 3 clusters Score -1020963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1020962.687500 Penalty: 4643.482422
	Iteration 32F: 3 clusters Score -1020963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Entering Unmasked Estep 
Score: -1742744.625000 Penalty: 2470.351807
	Iteration 0F: 2 clusters Score -1742745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1727968.625000 Penalty: 4940.703613
	Iteration 0F: 3 clusters Score -1727969 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1733236.625000 Penalty: 4940.703613
	Iteration 1F: 3 clusters Score -1733237 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1733847.750000 Penalty: 4940.703613
	Iteration 2F: 3 clusters Score -1733848 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1734551.750000 Penalty: 4940.703613
	Iteration 3F: 3 clusters Score -1734552 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1735344.250000 Penalty: 4940.703613
	Iteration 4F: 3 clusters Score -1735344 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1736181.000000 Penalty: 4940.703613
	Iteration 5F: 3 clusters Score -1736181 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1736928.500000 Penalty: 4940.703613
	Iteration 6F: 3 clusters Score -1736928 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1737628.875000 Penalty: 4940.703613
	Iteration 7F: 3 clusters Score -1737629 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1738215.875000 Penalty: 4940.703613
	Iteration 8Q: 3 clusters Score -1738216 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1738689.375000 Penalty: 4940.703613
	Iteration 9Q: 3 clusters Score -1738689 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1739025.375000 Penalty: 4940.703613
	Iteration 10Q: 3 clusters Score -1739025 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1739324.750000 Penalty: 4940.703613
	Iteration 11Q: 3 clusters Score -1739325 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1739584.625000 Penalty: 4940.703613
	Iteration 12Q: 3 clusters Score -1739585 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1739788.125000 Penalty: 4940.703613
	Iteration 13Q: 3 clusters Score -1739788 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1739962.375000 Penalty: 4940.703613
	Iteration 14Q: 3 clusters Score -1739962 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1740084.750000 Penalty: 4940.703613
	Iteration 15Q: 3 clusters Score -1740085 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1740186.875000 Penalty: 4940.703613
	Iteration 16Q: 3 clusters Score -1740187 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1740252.125000 Penalty: 4940.703613
	Iteration 17Q: 3 clusters Score -1740252 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1740314.625000 Penalty: 4940.703613
	Iteration 18Q: 3 clusters Score -1740315 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1740348.250000 Penalty: 4940.703613
	Iteration 19Q: 3 clusters Score -1740348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1740372.750000 Penalty: 4940.703613
	Iteration 20F: 3 clusters Score -1740373 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1740389.375000 Penalty: 4940.703613
	Iteration 21Q: 3 clusters Score -1740389 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1740407.375000 Penalty: 4940.703613
	Iteration 22Q: 3 clusters Score -1740407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1740415.125000 Penalty: 4940.703613
	Iteration 23Q: 3 clusters Score -1740415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1740427.125000 Penalty: 4940.703613
	Iteration 24Q: 3 clusters Score -1740427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1740442.125000 Penalty: 4940.703613
	Iteration 25Q: 3 clusters Score -1740442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1740456.750000 Penalty: 4940.703613
	Iteration 26Q: 3 clusters Score -1740457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1740462.750000 Penalty: 4940.703613
	Iteration 27Q: 3 clusters Score -1740463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1740468.625000 Penalty: 4940.703613
	Iteration 28Q: 3 clusters Score -1740469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1740470.500000 Penalty: 4940.703613
	Iteration 29Q: 3 clusters Score -1740470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1740474.125000 Penalty: 4940.703613
	Iteration 30Q: 3 clusters Score -1740474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1740478.875000 Penalty: 4940.703613
	Iteration 31Q: 3 clusters Score -1740479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1740491.000000 Penalty: 4940.703613
	Iteration 32Q: 3 clusters Score -1740491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1740499.000000 Penalty: 4940.703613
	Iteration 33Q: 3 clusters Score -1740499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1740501.625000 Penalty: 4940.703613
	Iteration 34Q: 3 clusters Score -1740502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1740507.500000 Penalty: 4940.703613
	Iteration 35Q: 3 clusters Score -1740508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1740510.625000 Penalty: 4940.703613
	Iteration 36Q: 3 clusters Score -1740511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1740515.625000 Penalty: 4940.703613
	Iteration 37Q: 3 clusters Score -1740516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1740526.625000 Penalty: 4940.703613
	Iteration 38Q: 3 clusters Score -1740527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1740527.375000 Penalty: 4940.703613
	Iteration 39Q: 3 clusters Score -1740527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1740534.875000 Penalty: 4940.703613
	Iteration 40F: 3 clusters Score -1740535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1740537.250000 Penalty: 4940.703613
	Iteration 41Q: 3 clusters Score -1740537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1740538.625000 Penalty: 4940.703613
	Iteration 42Q: 3 clusters Score -1740539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1740548.125000 Penalty: 4940.703613
	Iteration 43Q: 3 clusters Score -1740548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1740545.750000 Penalty: 4940.703613
	Iteration 44Q: 3 clusters Score -1740546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1740557.250000 Penalty: 4940.703613
	Iteration 45Q: 3 clusters Score -1740557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1740568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1740574.375000 Penalty: 4940.703613
	Iteration 47Q: 3 clusters Score -1740574 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1740596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1740606.375000 Penalty: 4940.703613
	Iteration 49Q: 3 clusters Score -1740606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1740614.500000 Penalty: 4940.703613
	Iteration 50Q: 3 clusters Score -1740614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1740629.000000 Penalty: 4940.703613
	Iteration 51Q: 3 clusters Score -1740629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1740641.750000 Penalty: 4940.703613
	Iteration 52Q: 3 clusters Score -1740642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1740655.750000 Penalty: 4940.703613
	Iteration 53Q: 3 clusters Score -1740656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1740669 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1740682.500000 Penalty: 4940.703613
	Iteration 55Q: 3 clusters Score -1740682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1740694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1740700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1740713.750000 Penalty: 4940.703613
	Iteration 58Q: 3 clusters Score -1740714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1740718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1740720.875000 Penalty: 4940.703613
	Iteration 60F: 3 clusters Score -1740721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1740727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1740738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1740741.500000 Penalty: 4940.703613
	Iteration 63Q: 3 clusters Score -1740742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1740750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1740760.000000 Penalty: 4940.703613
	Iteration 65Q: 3 clusters Score -1740760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1740767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1740768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1740782.875000 Penalty: 4940.703613
	Iteration 68Q: 3 clusters Score -1740783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1740786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1740799.250000 Penalty: 4940.703613
	Iteration 70Q: 3 clusters Score -1740799 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1740816.125000 Penalty: 4940.703613
	Iteration 71Q: 3 clusters Score -1740816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1740825.250000 Penalty: 4940.703613
	Iteration 72Q: 3 clusters Score -1740825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1740840.875000 Penalty: 4940.703613
	Iteration 73Q: 3 clusters Score -1740841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1740851.250000 Penalty: 4940.703613
	Iteration 74Q: 3 clusters Score -1740851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1740858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1740880.000000 Penalty: 4940.703613
	Iteration 76Q: 3 clusters Score -1740880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1740891.500000 Penalty: 4940.703613
	Iteration 77Q: 3 clusters Score -1740892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1740906.625000 Penalty: 4940.703613
	Iteration 78Q: 3 clusters Score -1740907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1740918.000000 Penalty: 4940.703613
	Iteration 79Q: 3 clusters Score -1740918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1740921.375000 Penalty: 4940.703613
	Iteration 80F: 3 clusters Score -1740921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1740926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1740932.000000 Penalty: 4940.703613
	Iteration 82Q: 3 clusters Score -1740932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1740936.750000 Penalty: 4940.703613
	Iteration 83Q: 3 clusters Score -1740937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1740941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1740947.125000 Penalty: 4940.703613
	Iteration 85Q: 3 clusters Score -1740947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1740946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1740953.875000 Penalty: 4940.703613
	Iteration 87Q: 3 clusters Score -1740954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1740958.000000 Penalty: 4940.703613
	Iteration 88Q: 3 clusters Score -1740958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1740967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1740970.125000 Penalty: 4940.703613
	Iteration 90Q: 3 clusters Score -1740970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1740966.500000 Penalty: 4940.703613
	Iteration 91Q: 3 clusters Score -1740966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1740970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1740977.375000 Penalty: 4940.703613
	Iteration 93Q: 3 clusters Score -1740977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1740983.375000 Penalty: 4940.703613
	Iteration 94Q: 3 clusters Score -1740983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1740986.000000 Penalty: 4940.703613
	Iteration 95Q: 3 clusters Score -1740986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1740990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1740993.875000 Penalty: 4940.703613
	Iteration 97Q: 3 clusters Score -1740994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1741007.750000 Penalty: 4940.703613
	Iteration 98Q: 3 clusters Score -1741008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1741012.000000 Penalty: 4940.703613
	Iteration 99Q: 3 clusters Score -1741012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1741019.500000 Penalty: 4940.703613
	Iteration 100F: 3 clusters Score -1741020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1741025.625000 Penalty: 4940.703613
	Iteration 101Q: 3 clusters Score -1741026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1741040.875000 Penalty: 4940.703613
	Iteration 102Q: 3 clusters Score -1741041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1741051.250000 Penalty: 4940.703613
	Iteration 103Q: 3 clusters Score -1741051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1741062.000000 Penalty: 4940.703613
	Iteration 104Q: 3 clusters Score -1741062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1741076.750000 Penalty: 4940.703613
	Iteration 105Q: 3 clusters Score -1741077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1741096.375000 Penalty: 4940.703613
	Iteration 106Q: 3 clusters Score -1741096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1741110.875000 Penalty: 4940.703613
	Iteration 107Q: 3 clusters Score -1741111 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1741123.125000 Penalty: 4940.703613
	Iteration 108Q: 3 clusters Score -1741123 nChanged 42
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Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1741131.875000 Penalty: 4940.703613
	Iteration 109Q: 3 clusters Score -1741132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1741145.500000 Penalty: 4940.703613
	Iteration 110Q: 3 clusters Score -1741146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1741159.875000 Penalty: 4940.703613
	Iteration 111Q: 3 clusters Score -1741160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1741178.250000 Penalty: 4940.703613
	Iteration 112Q: 3 clusters Score -1741178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1741191.375000 Penalty: 4940.703613
	Iteration 113Q: 3 clusters Score -1741191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1741204.875000 Penalty: 4940.703613
	Iteration 114Q: 3 clusters Score -1741205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1741212.625000 Penalty: 4940.703613
	Iteration 115Q: 3 clusters Score -1741213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1741239.375000 Penalty: 4940.703613
	Iteration 116Q: 3 clusters Score -1741239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1741258.875000 Penalty: 4940.703613
	Iteration 117Q: 3 clusters Score -1741259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1741267.625000 Penalty: 4940.703613
	Iteration 118Q: 3 clusters Score -1741268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1741291.875000 Penalty: 4940.703613
	Iteration 119Q: 3 clusters Score -1741292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1741306.625000 Penalty: 4940.703613
	Iteration 120F: 3 clusters Score -1741307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1741323.875000 Penalty: 4940.703613
	Iteration 121Q: 3 clusters Score -1741324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1741340.500000 Penalty: 4940.703613
	Iteration 122Q: 3 clusters Score -1741340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1741349.375000 Penalty: 4940.703613
	Iteration 123Q: 3 clusters Score -1741349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1741360.375000 Penalty: 4940.703613
	Iteration 124Q: 3 clusters Score -1741360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1741364.375000 Penalty: 4940.703613
	Iteration 125Q: 3 clusters Score -1741364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -1741370.375000 Penalty: 4940.703613
	Iteration 126Q: 3 clusters Score -1741370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1741370.875000 Penalty: 4940.703613
	Iteration 127Q: 3 clusters Score -1741371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -1741372.125000 Penalty: 4940.703613
	Iteration 128Q: 3 clusters Score -1741372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1741376.750000 Penalty: 4940.703613
	Iteration 129Q: 3 clusters Score -1741377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1741382.500000 Penalty: 4940.703613
	Iteration 130Q: 3 clusters Score -1741382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1741380.625000 Penalty: 4940.703613
	Iteration 131Q: 3 clusters Score -1741381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1741384.125000 Penalty: 4940.703613
	Iteration 132Q: 3 clusters Score -1741384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1741382.500000 Penalty: 4940.703613
	Iteration 133Q: 3 clusters Score -1741382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1741381.375000 Penalty: 4940.703613
	Iteration 134Q: 3 clusters Score -1741381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -1741386.875000 Penalty: 4940.703613
	Iteration 135Q: 3 clusters Score -1741387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1741385.000000 Penalty: 4940.703613
	Iteration 136Q: 3 clusters Score -1741385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -1741383.625000 Penalty: 4940.703613
	Iteration 137Q: 3 clusters Score -1741384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1741386.875000 Penalty: 4940.703613
	Iteration 138Q: 3 clusters Score -1741387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1741389.000000 Penalty: 4940.703613
	Iteration 139Q: 3 clusters Score -1741389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1741386.375000 Penalty: 4940.703613
	Iteration 140F: 3 clusters Score -1741386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -1741387.375000 Penalty: 4940.703613
	Iteration 141Q: 3 clusters Score -1741387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -1741387.375000 Penalty: 4940.703613
	Iteration 142F: 3 clusters Score -1741387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -667359.625000 Penalty: 2252.123291
	Iteration 0F: 2 clusters Score -667359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -660404.375000 Penalty: 4504.246582
	Iteration 0F: 3 clusters Score -660404.4 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -662412.937500 Penalty: 4504.246582
	Iteration 1F: 3 clusters Score -662412.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -662813.562500 Penalty: 4504.246582
	Iteration 2F: 3 clusters Score -662813.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -663220.375000 Penalty: 4504.246582
	Iteration 3F: 3 clusters Score -663220.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -663582.750000 Penalty: 4504.246582
	Iteration 4F: 3 clusters Score -663582.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -663903.375000 Penalty: 4504.246582
	Iteration 5F: 3 clusters Score -663903.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -664164.937500 Penalty: 4504.246582
	Iteration 6Q: 3 clusters Score -664164.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -664385.687500 Penalty: 4504.246582
	Iteration 7Q: 3 clusters Score -664385.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -664573.750000 Penalty: 4504.246582
	Iteration 8Q: 3 clusters Score -664573.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -664750.937500 Penalty: 4504.246582
	Iteration 9Q: 3 clusters Score -664750.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -664915.875000 Penalty: 4504.246582
	Iteration 10Q: 3 clusters Score -664915.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -665102.250000 Penalty: 4504.246582
	Iteration 11Q: 3 clusters Score -665102.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -665289.000000 Penalty: 4504.246582
	Iteration 12Q: 3 clusters Score -665289 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -665454.125000 Penalty: 4504.246582
	Iteration 13Q: 3 clusters Score -665454.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -665594.625000 Penalty: 4504.246582
	Iteration 14Q: 3 clusters Score -665594.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -665730.250000 Penalty: 4504.246582
	Iteration 15Q: 3 clusters Score -665730.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -665860.625000 Penalty: 4504.246582
	Iteration 16Q: 3 clusters Score -665860.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -665943.000000 Penalty: 4504.246582
	Iteration 17Q: 3 clusters Score -665943 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -666006.375000 Penalty: 4504.246582
	Iteration 18Q: 3 clusters Score -666006.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -666057.250000 Penalty: 4504.246582
	Iteration 19Q: 3 clusters Score -666057.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -666094.500000 Penalty: 4504.246582
	Iteration 20F: 3 clusters Score -666094.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -666117.187500 Penalty: 4504.246582
	Iteration 21Q: 3 clusters Score -666117.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -666131.062500 Penalty: 4504.246582
	Iteration 22Q: 3 clusters Score -666131.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -666135.625000 Penalty: 4504.246582
	Iteration 23Q: 3 clusters Score -666135.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -666140.875000 Penalty: 4504.246582
	Iteration 24Q: 3 clusters Score -666140.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -666143.375000 Penalty: 4504.246582
	Iteration 25Q: 3 clusters Score -666143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -666144.562500 Penalty: 4504.246582
	Iteration 26Q: 3 clusters Score -666144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -666146.500000 Penalty: 4504.246582
	Iteration 27Q: 3 clusters Score -666146.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -666146.250000 Penalty: 4504.246582
	Iteration 28Q: 3 clusters Score -666146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -666147.625000 Penalty: 4504.246582
	Iteration 29Q: 3 clusters Score -666147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -666148.437500 Penalty: 4504.246582
	Iteration 30Q: 3 clusters Score -666148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -666151.000000 Penalty: 4504.246582
	Iteration 31Q: 3 clusters Score -666151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -666151.000000 Penalty: 4504.246582
	Iteration 32F: 3 clusters Score -666151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Entering Unmasked Estep 
Score: -1395863.625000 Penalty: 2420.442139
	Iteration 0F: 2 clusters Score -1395864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1383516.250000 Penalty: 4840.884277
	Iteration 0F: 3 clusters Score -1383516 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1387897.000000 Penalty: 4840.884277
	Iteration 1F: 3 clusters Score -1387897 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1388562.500000 Penalty: 4840.884277
	Iteration 2F: 3 clusters Score -1388562 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1389225.250000 Penalty: 4840.884277
	Iteration 3F: 3 clusters Score -1389225 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1389901.750000 Penalty: 4840.884277
	Iteration 4F: 3 clusters Score -1389902 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1390617.750000 Penalty: 4840.884277
	Iteration 5F: 3 clusters Score -1390618 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1391346.625000 Penalty: 4840.884277
	Iteration 6F: 3 clusters Score -1391347 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1392021.500000 Penalty: 4840.884277
	Iteration 7Q: 3 clusters Score -1392022 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1392614.250000 Penalty: 4840.884277
	Iteration 8Q: 3 clusters Score -1392614 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1393043.875000 Penalty: 4840.884277
	Iteration 9Q: 3 clusters Score -1393044 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1393398.375000 Penalty: 4840.884277
	Iteration 10Q: 3 clusters Score -1393398 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1393666.125000 Penalty: 4840.884277
	Iteration 11Q: 3 clusters Score -1393666 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1393827.000000 Penalty: 4840.884277
	Iteration 12Q: 3 clusters Score -1393827 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1393943.375000 Penalty: 4840.884277
	Iteration 13Q: 3 clusters Score -1393943 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1394054.125000 Penalty: 4840.884277
	Iteration 14Q: 3 clusters Score -1394054 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1394117.125000 Penalty: 4840.884277
	Iteration 15Q: 3 clusters Score -1394117 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1394150.875000 Penalty: 4840.884277
	Iteration 16Q: 3 clusters Score -1394151 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1394180.250000 Penalty: 4840.884277
	Iteration 17Q: 3 clusters Score -1394180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1394201.125000 Penalty: 4840.884277
	Iteration 18Q: 3 clusters Score -1394201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1394225.500000 Penalty: 4840.884277
	Iteration 19Q: 3 clusters Score -1394226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1394247.625000 Penalty: 4840.884277
	Iteration 20F: 3 clusters Score -1394248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1394263.875000 Penalty: 4840.884277
	Iteration 21Q: 3 clusters Score -1394264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1394276.125000 Penalty: 4840.884277
	Iteration 22Q: 3 clusters Score -1394276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1394285.875000 Penalty: 4840.884277
	Iteration 23Q: 3 clusters Score -1394286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1394298.125000 Penalty: 4840.884277
	Iteration 24Q: 3 clusters Score -1394298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1394308.375000 Penalty: 4840.884277
	Iteration 25Q: 3 clusters Score -1394308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1394315.875000 Penalty: 4840.884277
	Iteration 26Q: 3 clusters Score -1394316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1394317.750000 Penalty: 4840.884277
	Iteration 27Q: 3 clusters Score -1394318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1394319.750000 Penalty: 4840.884277
	Iteration 28Q: 3 clusters Score -1394320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1394323.875000 Penalty: 4840.884277
	Iteration 29Q: 3 clusters Score -1394324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1394328.625000 Penalty: 4840.884277
	Iteration 30Q: 3 clusters Score -1394329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1394334.750000 Penalty: 4840.884277
	Iteration 31Q: 3 clusters Score -1394335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1394339.750000 Penalty: 4840.884277
	Iteration 32Q: 3 clusters Score -1394340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1394345.500000 Penalty: 4840.884277
	Iteration 33Q: 3 clusters Score -1394346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1394355.750000 Penalty: 4840.884277
	Iteration 34Q: 3 clusters Score -1394356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1394361.250000 Penalty: 4840.884277
	Iteration 35Q: 3 clusters Score -1394361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1394363.625000 Penalty: 4840.884277
	Iteration 36Q: 3 clusters Score -1394364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1394364.375000 Penalty: 4840.884277
	Iteration 37Q: 3 clusters Score -1394364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1394368.250000 Penalty: 4840.884277
	Iteration 38Q: 3 clusters Score -1394368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1394369.875000 Penalty: 4840.884277
	Iteration 39Q: 3 clusters Score -1394370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1394370.000000 Penalty: 4840.884277
	Iteration 40F: 3 clusters Score -1394370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1394370.625000 Penalty: 4840.884277
	Iteration 41Q: 3 clusters Score -1394371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1394371.500000 Penalty: 4840.884277
	Iteration 42Q: 3 clusters Score -1394372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1394371.500000 Penalty: 4840.884277
	Iteration 43F: 3 clusters Score -1394372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -405984.812500 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -405984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -401717.875000 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -401717.9 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -402690.031250 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -402690 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -402874.218750 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -402874.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -402994.031250 Penalty: 4187.037109
	Iteration 3Q: 3 clusters Score -402994 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -403069.062500 Penalty: 4187.037109
	Iteration 4Q: 3 clusters Score -403069.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -403123.093750 Penalty: 4187.037109
	Iteration 5Q: 3 clusters Score -403123.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -403159.937500 Penalty: 4187.037109
	Iteration 6Q: 3 clusters Score -403159.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -403191.187500 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -403191.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -403221.406250 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -403221.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -403247.437500 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -403247.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -403279.687500 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -403279.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -403309.656250 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -403309.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -403332.968750 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -403333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -403360.781250 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -403360.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -403386.562500 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -403386.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -403407.687500 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -403407.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -403423.875000 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -403423.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -403440.500000 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -403440.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -403455.000000 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -403455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -403468.218750 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -403468.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -403480.062500 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -403480.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -403496.031250 Penalty: 4187.037109
	Iteration 21Q: 3 clusters Score -403496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -403514.718750 Penalty: 4187.037109
	Iteration 22Q: 3 clusters Score -403514.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -403535.437500 Penalty: 4187.037109
	Iteration 23Q: 3 clusters Score -403535.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -403557.437500 Penalty: 4187.037109
	Iteration 24Q: 3 clusters Score -403557.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -403578.625000 Penalty: 4187.037109
	Iteration 25Q: 3 clusters Score -403578.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -403601.875000 Penalty: 4187.037109
	Iteration 26Q: 3 clusters Score -403601.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -403628.968750 Penalty: 4187.037109
	Iteration 27Q: 3 clusters Score -403629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -403662.187500 Penalty: 4187.037109
	Iteration 28Q: 3 clusters Score -403662.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -403692.625000 Penalty: 4187.037109
	Iteration 29Q: 3 clusters Score -403692.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -403721.218750 Penalty: 4187.037109
	Iteration 30Q: 3 clusters Score -403721.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -403741.125000 Penalty: 4187.037109
	Iteration 31Q: 3 clusters Score -403741.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -403760.593750 Penalty: 4187.037109
	Iteration 32Q: 3 clusters Score -403760.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -403786.031250 Penalty: 4187.037109
	Iteration 33Q: 3 clusters Score -403786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -403816.156250 Penalty: 4187.037109
	Iteration 34Q: 3 clusters Score -403816.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -403847.875000 Penalty: 4187.037109
	Iteration 35Q: 3 clusters Score -403847.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -403882.687500 Penalty: 4187.037109
	Iteration 36Q: 3 clusters Score -403882.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -403913.968750 Penalty: 4187.037109
	Iteration 37Q: 3 clusters Score -403914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -403944.218750 Penalty: 4187.037109
	Iteration 38Q: 3 clusters Score -403944.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -403983.687500 Penalty: 4187.037109
	Iteration 39Q: 3 clusters Score -403983.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -404020.843750 Penalty: 4187.037109
	Iteration 40F: 3 clusters Score -404020.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -404053.656250 Penalty: 4187.037109
	Iteration 41Q: 3 clusters Score -404053.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -404077.250000 Penalty: 4187.037109
	Iteration 42Q: 3 clusters Score -404077.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -404088.937500 Penalty: 4187.037109
	Iteration 43Q: 3 clusters Score -404088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -404096.250000 Penalty: 4187.037109
	Iteration 44Q: 3 clusters Score -404096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -404103.031250 Penalty: 4187.037109
	Iteration 45Q: 3 clusters Score -404103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -404108.343750 Penalty: 4187.037109
	Iteration 46Q: 3 clusters Score -404108.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -404111.250000 Penalty: 4187.037109
	Iteration 47Q: 3 clusters Score -404111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -404112.406250 Penalty: 4187.037109
	Iteration 48Q: 3 clusters Score -404112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -404115.031250 Penalty: 4187.037109
	Iteration 49Q: 3 clusters Score -404115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -404118.437500 Penalty: 4187.037109
	Iteration 50Q: 3 clusters Score -404118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -404119.468750 Penalty: 4187.037109
	Iteration 51Q: 3 clusters Score -404119.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -404122.625000 Penalty: 4187.037109
	Iteration 52Q: 3 clusters Score -404122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -404126.250000 Penalty: 4187.037109
	Iteration 53Q: 3 clusters Score -404126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -404129.562500 Penalty: 4187.037109
	Iteration 54Q: 3 clusters Score -404129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -404131.937500 Penalty: 4187.037109
	Iteration 55Q: 3 clusters Score -404131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -404132.000000 Penalty: 4187.037109
	Iteration 56Q: 3 clusters Score -404132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -404132.000000 Penalty: 4187.037109
	Iteration 57F: 3 clusters Score -404132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Entering Unmasked Estep 
Score: -2308047.500000 Penalty: 2529.662842
	Iteration 0F: 2 clusters Score -2308048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2289330.000000 Penalty: 5059.325684
	Iteration 0F: 3 clusters Score -2289330 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2296141.250000 Penalty: 5059.325684
	Iteration 1F: 3 clusters Score -2296141 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2296656.750000 Penalty: 5059.325684
	Iteration 2F: 3 clusters Score -2296657 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2297144.500000 Penalty: 5059.325684
	Iteration 3Q: 3 clusters Score -2297144 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2297562.000000 Penalty: 5059.325684
	Iteration 4Q: 3 clusters Score -2297562 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2298000.000000 Penalty: 5059.325684
	Iteration 5Q: 3 clusters Score -2298000 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2298510.750000 Penalty: 5059.325684
	Iteration 6Q: 3 clusters Score -2298511 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2299210.500000 Penalty: 5059.325684
	Iteration 7Q: 3 clusters Score -2299210 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2300168.500000 Penalty: 5059.325684
	Iteration 8F: 3 clusters Score -2300168 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2301401.500000 Penalty: 5059.325684
	Iteration 9F: 3 clusters Score -2301402 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2302716.750000 Penalty: 5059.325684
	Iteration 10F: 3 clusters Score -2302717 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2303985.750000 Penalty: 5059.325684
	Iteration 11F: 3 clusters Score -2303986 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2304952.500000 Penalty: 5059.325684
	Iteration 12F: 3 clusters Score -2304952 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2305744.250000 Penalty: 5059.325684
	Iteration 13Q: 3 clusters Score -2305744 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2306367.000000 Penalty: 5059.325684
	Iteration 14Q: 3 clusters Score -2306367 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2306805.750000 Penalty: 5059.325684
	Iteration 15Q: 3 clusters Score -2306806 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2307116.000000 Penalty: 5059.325684
	Iteration 16Q: 3 clusters Score -2307116 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2307339.750000 Penalty: 5059.325684
	Iteration 17Q: 3 clusters Score -2307340 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2307525.750000 Penalty: 5059.325684
	Iteration 18Q: 3 clusters Score -2307526 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2307644.250000 Penalty: 5059.325684
	Iteration 19Q: 3 clusters Score -2307644 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2307737.250000 Penalty: 5059.325684
	Iteration 20F: 3 clusters Score -2307737 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2307828.250000 Penalty: 5059.325684
	Iteration 21Q: 3 clusters Score -2307828 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2307920.250000 Penalty: 5059.325684
	Iteration 22Q: 3 clusters Score -2307920 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2307964.500000 Penalty: 5059.325684
	Iteration 23Q: 3 clusters Score -2307964 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2308013.750000 Penalty: 5059.325684
	Iteration 24Q: 3 clusters Score -2308014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2308044.000000 Penalty: 5059.325684
	Iteration 25Q: 3 clusters Score -2308044 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2308079.500000 Penalty: 5059.325684
	Iteration 26Q: 3 clusters Score -2308080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2308112.750000 Penalty: 5059.325684
	Iteration 27Q: 3 clusters Score -2308113 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2308139.250000 Penalty: 5059.325684
	Iteration 28Q: 3 clusters Score -2308139 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2308170.500000 Penalty: 5059.325684
	Iteration 29Q: 3 clusters Score -2308170 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2308202.000000 Penalty: 5059.325684
	Iteration 30Q: 3 clusters Score -2308202 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -2308238.250000 Penalty: 5059.325684
	Iteration 31Q: 3 clusters Score -2308238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2308267.250000 Penalty: 5059.325684
	Iteration 32Q: 3 clusters Score -2308267 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2308285.000000 Penalty: 5059.325684
	Iteration 33Q: 3 clusters Score -2308285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2308301.500000 Penalty: 5059.325684
	Iteration 34Q: 3 clusters Score -2308302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2308318.500000 Penalty: 5059.325684
	Iteration 35Q: 3 clusters Score -2308318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2308329.000000 Penalty: 5059.325684
	Iteration 36Q: 3 clusters Score -2308329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2308336.750000 Penalty: 5059.325684
	Iteration 37Q: 3 clusters Score -2308337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2308348.750000 Penalty: 5059.325684
	Iteration 38Q: 3 clusters Score -2308349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2308354.750000 Penalty: 5059.325684
	Iteration 39Q: 3 clusters Score -2308355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2308356.500000 Penalty: 5059.325684
	Iteration 40F: 3 clusters Score -2308356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2308359.750000 Penalty: 5059.325684
	Iteration 41Q: 3 clusters Score -2308360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2308359.500000 Penalty: 5059.325684
	Iteration 42Q: 3 clusters Score -2308360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2308368.750000 Penalty: 5059.325684
	Iteration 43Q: 3 clusters Score -2308369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2308366.000000 Penalty: 5059.325684
	Iteration 44Q: 3 clusters Score -2308366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2308369.250000 Penalty: 5059.325684
	Iteration 45Q: 3 clusters Score -2308369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2308370.750000 Penalty: 5059.325684
	Iteration 46Q: 3 clusters Score -2308371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2308373.750000 Penalty: 5059.325684
	Iteration 47Q: 3 clusters Score -2308374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2308378.750000 Penalty: 5059.325684
	Iteration 48Q: 3 clusters Score -2308379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2308377.750000 Penalty: 5059.325684
	Iteration 49Q: 3 clusters Score -2308378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2308378.750000 Penalty: 5059.325684
	Iteration 50Q: 3 clusters Score -2308379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2308379.250000 Penalty: 5059.325684
	Iteration 51Q: 3 clusters Score -2308379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -2308378.750000 Penalty: 5059.325684
	Iteration 52Q: 3 clusters Score -2308379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2308380.750000 Penalty: 5059.325684
	Iteration 53Q: 3 clusters Score -2308381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2308378.250000 Penalty: 5059.325684
	Iteration 54Q: 3 clusters Score -2308378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2308382.000000 Penalty: 5059.325684
	Iteration 55Q: 3 clusters Score -2308382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2308382.000000 Penalty: 5059.325684
	Iteration 56Q: 3 clusters Score -2308382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2308381.000000 Penalty: 5059.325684
	Iteration 57Q: 3 clusters Score -2308381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2308379.750000 Penalty: 5059.325684
	Iteration 58Q: 3 clusters Score -2308380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2308382.250000 Penalty: 5059.325684
	Iteration 59Q: 3 clusters Score -2308382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2308380.250000 Penalty: 5059.325684
	Iteration 60F: 3 clusters Score -2308380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2308385.500000 Penalty: 5059.325684
	Iteration 61Q: 3 clusters Score -2308386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2308381.250000 Penalty: 5059.325684
	Iteration 62Q: 3 clusters Score -2308381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2308383.250000 Penalty: 5059.325684
	Iteration 63Q: 3 clusters Score -2308383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2308383.250000 Penalty: 5059.325684
	Iteration 64F: 3 clusters Score -2308383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 8788 members 
Mstep: Class 9 contains 17324 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3881 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 6989 members 
Mstep: Class 17 contains 25599 members 
Mstep: Class 18 contains 6727 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16397 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109159 members 
Mstep: Class 24 contains 14321 members 
Mstep: Class 25 contains 38695 members 
Mstep: Class 26 contains 13818 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 9517 members 
Mstep: Class 30 contains 7673 members 
Mstep: Class 31 contains 22731 members 
Entering Unmasked Estep 
Score: -38182212.000000 Penalty: 100329.578125
Splitting cluster 11 changes total score from -38182512.000000 to -38182212.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -978107.937500 Penalty: 2313.991211
	Iteration 0F: 2 clusters Score -978107.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -969708.312500 Penalty: 4627.982422
	Iteration 0F: 3 clusters Score -969708.3 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -972200.375000 Penalty: 4627.982422
	Iteration 1F: 3 clusters Score -972200.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -972482.500000 Penalty: 4627.982422
	Iteration 2F: 3 clusters Score -972482.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -972661.187500 Penalty: 4627.982422
	Iteration 3Q: 3 clusters Score -972661.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -972808.437500 Penalty: 4627.982422
	Iteration 4Q: 3 clusters Score -972808.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -972930.125000 Penalty: 4627.982422
	Iteration 5Q: 3 clusters Score -972930.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -973043.250000 Penalty: 4627.982422
	Iteration 6Q: 3 clusters Score -973043.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -973134.812500 Penalty: 4627.982422
	Iteration 7Q: 3 clusters Score -973134.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -973248.562500 Penalty: 4627.982422
	Iteration 8Q: 3 clusters Score -973248.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -973375.437500 Penalty: 4627.982422
	Iteration 9Q: 3 clusters Score -973375.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -973503.312500 Penalty: 4627.982422
	Iteration 10Q: 3 clusters Score -973503.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -973649.750000 Penalty: 4627.982422
	Iteration 11Q: 3 clusters Score -973649.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -973804.937500 Penalty: 4627.982422
	Iteration 12Q: 3 clusters Score -973804.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -973994.437500 Penalty: 4627.982422
	Iteration 13Q: 3 clusters Score -973994.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -974221.500000 Penalty: 4627.982422
	Iteration 14Q: 3 clusters Score -974221.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -974475.000000 Penalty: 4627.982422
	Iteration 15Q: 3 clusters Score -974475 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -974726.750000 Penalty: 4627.982422
	Iteration 16Q: 3 clusters Score -974726.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -974970.187500 Penalty: 4627.982422
	Iteration 17Q: 3 clusters Score -974970.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -975187.187500 Penalty: 4627.982422
	Iteration 18Q: 3 clusters Score -975187.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -975389.062500 Penalty: 4627.982422
	Iteration 19Q: 3 clusters Score -975389.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -975562.875000 Penalty: 4627.982422
	Iteration 20F: 3 clusters Score -975562.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -975714.000000 Penalty: 4627.982422
	Iteration 21Q: 3 clusters Score -975714 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -975823.687500 Penalty: 4627.982422
	Iteration 22Q: 3 clusters Score -975823.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -975912.937500 Penalty: 4627.982422
	Iteration 23Q: 3 clusters Score -975912.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -975982.437500 Penalty: 4627.982422
	Iteration 24Q: 3 clusters Score -975982.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -976018.937500 Penalty: 4627.982422
	Iteration 25Q: 3 clusters Score -976018.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -976052.187500 Penalty: 4627.982422
	Iteration 26Q: 3 clusters Score -976052.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -976068.437500 Penalty: 4627.982422
	Iteration 27Q: 3 clusters Score -976068.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -976088.375000 Penalty: 4627.982422
	Iteration 28Q: 3 clusters Score -976088.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -976105.312500 Penalty: 4627.982422
	Iteration 29Q: 3 clusters Score -976105.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -976122.625000 Penalty: 4627.982422
	Iteration 30Q: 3 clusters Score -976122.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -976134.437500 Penalty: 4627.982422
	Iteration 31Q: 3 clusters Score -976134.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -976151.312500 Penalty: 4627.982422
	Iteration 32Q: 3 clusters Score -976151.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -976165.312500 Penalty: 4627.982422
	Iteration 33Q: 3 clusters Score -976165.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -976176.062500 Penalty: 4627.982422
	Iteration 34Q: 3 clusters Score -976176.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -976186.687500 Penalty: 4627.982422
	Iteration 35Q: 3 clusters Score -976186.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -976194.750000 Penalty: 4627.982422
	Iteration 36Q: 3 clusters Score -976194.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -976198.125000 Penalty: 4627.982422
	Iteration 37Q: 3 clusters Score -976198.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -976202.375000 Penalty: 4627.982422
	Iteration 38Q: 3 clusters Score -976202.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -976213.562500 Penalty: 4627.982422
	Iteration 39Q: 3 clusters Score -976213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -976222.000000 Penalty: 4627.982422
	Iteration 40F: 3 clusters Score -976222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -976230.250000 Penalty: 4627.982422
	Iteration 41Q: 3 clusters Score -976230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -976232.312500 Penalty: 4627.982422
	Iteration 42Q: 3 clusters Score -976232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -976235.187500 Penalty: 4627.982422
	Iteration 43Q: 3 clusters Score -976235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -976237.312500 Penalty: 4627.982422
	Iteration 44Q: 3 clusters Score -976237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -976239.625000 Penalty: 4627.982422
	Iteration 45Q: 3 clusters Score -976239.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -976239.625000 Penalty: 4627.982422
	Iteration 46F: 3 clusters Score -976239.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -270769.968750 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -270770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -266949.000000 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -266949 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -267986.031250 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -267986 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -268413.343750 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -268413.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -268794.593750 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -268794.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -269122.937500 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -269122.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -269441.687500 Penalty: 4098.868652
	Iteration 5F: 3 clusters Score -269441.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -269654.093750 Penalty: 4098.868652
	Iteration 6F: 3 clusters Score -269654.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -269797.531250 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -269797.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -269887.375000 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -269887.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -269939.343750 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -269939.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -269970.531250 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -269970.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -269992.687500 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -269992.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -270014.656250 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -270014.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -270029.625000 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -270029.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -270035.156250 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -270035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -270038.968750 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -270039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -270042.218750 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -270042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -270044.937500 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -270044.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -270046.906250 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -270046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -270048.093750 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -270048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -270049.281250 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -270049.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -270051.250000 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -270051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -270053.562500 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -270053.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -270056.437500 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -270056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -270057.312500 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -270057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -270057.312500 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -270057.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -270057.312500 Penalty: 4098.868652
	Iteration 26F: 3 clusters Score -270057.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Entering Unmasked Estep 
Score: -932871.500000 Penalty: 2304.556152
	Iteration 0F: 2 clusters Score -932871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -924749.312500 Penalty: 4609.112305
	Iteration 0F: 3 clusters Score -924749.3 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -928064.625000 Penalty: 4609.112305
	Iteration 1F: 3 clusters Score -928064.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -929445.000000 Penalty: 4609.112305
	Iteration 2F: 3 clusters Score -929445 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -930496.250000 Penalty: 4609.112305
	Iteration 3F: 3 clusters Score -930496.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -931271.625000 Penalty: 4609.112305
	Iteration 4F: 3 clusters Score -931271.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -931897.437500 Penalty: 4609.112305
	Iteration 5F: 3 clusters Score -931897.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -932449.187500 Penalty: 4609.112305
	Iteration 6F: 3 clusters Score -932449.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -932905.625000 Penalty: 4609.112305
	Iteration 7Q: 3 clusters Score -932905.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -933319.937500 Penalty: 4609.112305
	Iteration 8Q: 3 clusters Score -933319.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -933726.125000 Penalty: 4609.112305
	Iteration 9Q: 3 clusters Score -933726.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -934038.937500 Penalty: 4609.112305
	Iteration 10Q: 3 clusters Score -934038.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -934114.250000 Penalty: 4609.112305
	Iteration 11Q: 3 clusters Score -934114.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -934126.187500 Penalty: 4609.112305
	Iteration 12Q: 3 clusters Score -934126.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -934130.437500 Penalty: 4609.112305
	Iteration 13Q: 3 clusters Score -934130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -934134.687500 Penalty: 4609.112305
	Iteration 14Q: 3 clusters Score -934134.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -934136.812500 Penalty: 4609.112305
	Iteration 15Q: 3 clusters Score -934136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -934137.437500 Penalty: 4609.112305
	Iteration 16Q: 3 clusters Score -934137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -934138.250000 Penalty: 4609.112305
	Iteration 17Q: 3 clusters Score -934138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -934137.687500 Penalty: 4609.112305
	Iteration 18Q: 3 clusters Score -934137.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -934137.687500 Penalty: 4609.112305
	Iteration 19F: 3 clusters Score -934137.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 8788 members 
Mstep: Class 9 contains 17324 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26910 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3881 members 
Mstep: Class 14 contains 9536 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 6989 members 
Mstep: Class 17 contains 25599 members 
Mstep: Class 18 contains 6727 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16397 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109159 members 
Mstep: Class 24 contains 14321 members 
Mstep: Class 25 contains 38695 members 
Mstep: Class 26 contains 13818 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 9517 members 
Mstep: Class 30 contains 7673 members 
Mstep: Class 31 contains 1321 members 
Entering Unmasked Estep 
Score: -38182884.000000 Penalty: 100329.578125
Splitting cluster 14 changes total score from -38182512.000000 to -38182884.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (9574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Entering Unmasked Estep 
Score: -836009.812500 Penalty: 2273.367920
	Iteration 0F: 2 clusters Score -836009.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -828650.937500 Penalty: 4546.735840
	Iteration 0F: 3 clusters Score -828650.9 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -830743.437500 Penalty: 4546.735840
	Iteration 1F: 3 clusters Score -830743.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -831079.750000 Penalty: 4546.735840
	Iteration 2F: 3 clusters Score -831079.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -831394.687500 Penalty: 4546.735840
	Iteration 3F: 3 clusters Score -831394.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -831729.125000 Penalty: 4546.735840
	Iteration 4F: 3 clusters Score -831729.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -832148.875000 Penalty: 4546.735840
	Iteration 5F: 3 clusters Score -832148.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -832626.500000 Penalty: 4546.735840
	Iteration 6F: 3 clusters Score -832626.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -833071.562500 Penalty: 4546.735840
	Iteration 7F: 3 clusters Score -833071.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -833438.437500 Penalty: 4546.735840
	Iteration 8Q: 3 clusters Score -833438.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -833725.625000 Penalty: 4546.735840
	Iteration 9Q: 3 clusters Score -833725.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -833944.312500 Penalty: 4546.735840
	Iteration 10Q: 3 clusters Score -833944.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -834083.187500 Penalty: 4546.735840
	Iteration 11Q: 3 clusters Score -834083.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -834165.250000 Penalty: 4546.735840
	Iteration 12Q: 3 clusters Score -834165.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -834222.812500 Penalty: 4546.735840
	Iteration 13Q: 3 clusters Score -834222.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -834266.625000 Penalty: 4546.735840
	Iteration 14Q: 3 clusters Score -834266.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -834299.187500 Penalty: 4546.735840
	Iteration 15Q: 3 clusters Score -834299.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -834323.187500 Penalty: 4546.735840
	Iteration 16Q: 3 clusters Score -834323.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -834340.562500 Penalty: 4546.735840
	Iteration 17Q: 3 clusters Score -834340.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -834356.812500 Penalty: 4546.735840
	Iteration 18Q: 3 clusters Score -834356.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -834369.437500 Penalty: 4546.735840
	Iteration 19Q: 3 clusters Score -834369.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -834374.250000 Penalty: 4546.735840
	Iteration 20F: 3 clusters Score -834374.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -834379.250000 Penalty: 4546.735840
	Iteration 21Q: 3 clusters Score -834379.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -834381.000000 Penalty: 4546.735840
	Iteration 22Q: 3 clusters Score -834381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -834386.562500 Penalty: 4546.735840
	Iteration 23Q: 3 clusters Score -834386.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -834388.312500 Penalty: 4546.735840
	Iteration 24Q: 3 clusters Score -834388.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -834390.937500 Penalty: 4546.735840
	Iteration 25Q: 3 clusters Score -834390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -834392.250000 Penalty: 4546.735840
	Iteration 26Q: 3 clusters Score -834392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -834390.750000 Penalty: 4546.735840
	Iteration 27Q: 3 clusters Score -834390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -834390.750000 Penalty: 4546.735840
	Iteration 28F: 3 clusters Score -834390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Entering Unmasked Estep 
Score: -549001.750000 Penalty: 2195.319092
	Iteration 0F: 2 clusters Score -549001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -543207.312500 Penalty: 4390.638184
	Iteration 0F: 3 clusters Score -543207.3 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -544807.750000 Penalty: 4390.638184
	Iteration 1F: 3 clusters Score -544807.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -545113.375000 Penalty: 4390.638184
	Iteration 2F: 3 clusters Score -545113.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -545344.312500 Penalty: 4390.638184
	Iteration 3F: 3 clusters Score -545344.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -545536.875000 Penalty: 4390.638184
	Iteration 4Q: 3 clusters Score -545536.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -545718.562500 Penalty: 4390.638184
	Iteration 5Q: 3 clusters Score -545718.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -545912.375000 Penalty: 4390.638184
	Iteration 6Q: 3 clusters Score -545912.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -546087.500000 Penalty: 4390.638184
	Iteration 7Q: 3 clusters Score -546087.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -546259.687500 Penalty: 4390.638184
	Iteration 8Q: 3 clusters Score -546259.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -546422.125000 Penalty: 4390.638184
	Iteration 9Q: 3 clusters Score -546422.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -546567.062500 Penalty: 4390.638184
	Iteration 10Q: 3 clusters Score -546567.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -546698.187500 Penalty: 4390.638184
	Iteration 11Q: 3 clusters Score -546698.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -546802.375000 Penalty: 4390.638184
	Iteration 12Q: 3 clusters Score -546802.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -546873.937500 Penalty: 4390.638184
	Iteration 13Q: 3 clusters Score -546873.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -546947.875000 Penalty: 4390.638184
	Iteration 14Q: 3 clusters Score -546947.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -547010.125000 Penalty: 4390.638184
	Iteration 15Q: 3 clusters Score -547010.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -547062.062500 Penalty: 4390.638184
	Iteration 16Q: 3 clusters Score -547062.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -547102.687500 Penalty: 4390.638184
	Iteration 17Q: 3 clusters Score -547102.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -547144.625000 Penalty: 4390.638184
	Iteration 18Q: 3 clusters Score -547144.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -547171.500000 Penalty: 4390.638184
	Iteration 19Q: 3 clusters Score -547171.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -547188.937500 Penalty: 4390.638184
	Iteration 20F: 3 clusters Score -547188.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -547203.812500 Penalty: 4390.638184
	Iteration 21Q: 3 clusters Score -547203.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -547209.125000 Penalty: 4390.638184
	Iteration 22Q: 3 clusters Score -547209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -547215.562500 Penalty: 4390.638184
	Iteration 23Q: 3 clusters Score -547215.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -547219.750000 Penalty: 4390.638184
	Iteration 24Q: 3 clusters Score -547219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -547223.250000 Penalty: 4390.638184
	Iteration 25Q: 3 clusters Score -547223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -547227.437500 Penalty: 4390.638184
	Iteration 26Q: 3 clusters Score -547227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -547229.562500 Penalty: 4390.638184
	Iteration 27Q: 3 clusters Score -547229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -547229.000000 Penalty: 4390.638184
	Iteration 28Q: 3 clusters Score -547229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -547229.000000 Penalty: 4390.638184
	Iteration 29F: 3 clusters Score -547229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Entering Unmasked Estep 
Score: -2189832.500000 Penalty: 2517.276611
	Iteration 0F: 2 clusters Score -2189832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2172023.500000 Penalty: 5034.553223
	Iteration 0F: 3 clusters Score -2172024 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2178298.250000 Penalty: 5034.553223
	Iteration 1F: 3 clusters Score -2178298 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2178817.500000 Penalty: 5034.553223
	Iteration 2F: 3 clusters Score -2178818 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2179260.500000 Penalty: 5034.553223
	Iteration 3Q: 3 clusters Score -2179260 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2179698.750000 Penalty: 5034.553223
	Iteration 4Q: 3 clusters Score -2179699 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2180197.000000 Penalty: 5034.553223
	Iteration 5Q: 3 clusters Score -2180197 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2180831.750000 Penalty: 5034.553223
	Iteration 6Q: 3 clusters Score -2180832 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2181675.250000 Penalty: 5034.553223
	Iteration 7F: 3 clusters Score -2181675 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2182707.000000 Penalty: 5034.553223
	Iteration 8F: 3 clusters Score -2182707 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2183901.250000 Penalty: 5034.553223
	Iteration 9F: 3 clusters Score -2183901 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2184994.750000 Penalty: 5034.553223
	Iteration 10F: 3 clusters Score -2184995 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2185840.500000 Penalty: 5034.553223
	Iteration 11Q: 3 clusters Score -2185840 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2186386.000000 Penalty: 5034.553223
	Iteration 12Q: 3 clusters Score -2186386 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2186724.250000 Penalty: 5034.553223
	Iteration 13Q: 3 clusters Score -2186724 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2186910.500000 Penalty: 5034.553223
	Iteration 14Q: 3 clusters Score -2186910 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2187039.250000 Penalty: 5034.553223
	Iteration 15Q: 3 clusters Score -2187039 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2187140.000000 Penalty: 5034.553223
	Iteration 16Q: 3 clusters Score -2187140 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2187207.250000 Penalty: 5034.553223
	Iteration 17Q: 3 clusters Score -2187207 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2187272.500000 Penalty: 5034.553223
	Iteration 18Q: 3 clusters Score -2187272 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2187331.500000 Penalty: 5034.553223
	Iteration 19Q: 3 clusters Score -2187332 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2187381.250000 Penalty: 5034.553223
	Iteration 20F: 3 clusters Score -2187381 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2187413.500000 Penalty: 5034.553223
	Iteration 21Q: 3 clusters Score -2187414 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2187452.750000 Penalty: 5034.553223
	Iteration 22Q: 3 clusters Score -2187453 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2187488.750000 Penalty: 5034.553223
	Iteration 23Q: 3 clusters Score -2187489 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2187519.500000 Penalty: 5034.553223
	Iteration 24Q: 3 clusters Score -2187520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2187537.500000 Penalty: 5034.553223
	Iteration 25Q: 3 clusters Score -2187538 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2187558.500000 Penalty: 5034.553223
	Iteration 26Q: 3 clusters Score -2187558 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2187583.000000 Penalty: 5034.553223
	Iteration 27Q: 3 clusters Score -2187583 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2187598.000000 Penalty: 5034.553223
	Iteration 28Q: 3 clusters Score -2187598 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2187615.500000 Penalty: 5034.553223
	Iteration 29Q: 3 clusters Score -2187616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2187631.000000 Penalty: 5034.553223
	Iteration 30Q: 3 clusters Score -2187631 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2187644.000000 Penalty: 5034.553223
	Iteration 31Q: 3 clusters Score -2187644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2187661.000000 Penalty: 5034.553223
	Iteration 32Q: 3 clusters Score -2187661 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2187701.750000 Penalty: 5034.553223
	Iteration 33Q: 3 clusters Score -2187702 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2187727.750000 Penalty: 5034.553223
	Iteration 34Q: 3 clusters Score -2187728 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2187760.000000 Penalty: 5034.553223
	Iteration 35Q: 3 clusters Score -2187760 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2187782.000000 Penalty: 5034.553223
	Iteration 36Q: 3 clusters Score -2187782 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2187807.500000 Penalty: 5034.553223
	Iteration 37Q: 3 clusters Score -2187808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2187824.500000 Penalty: 5034.553223
	Iteration 38Q: 3 clusters Score -2187824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2187853.750000 Penalty: 5034.553223
	Iteration 39Q: 3 clusters Score -2187854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2187867.000000 Penalty: 5034.553223
	Iteration 40F: 3 clusters Score -2187867 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2187890.750000 Penalty: 5034.553223
	Iteration 41Q: 3 clusters Score -2187891 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2187917.500000 Penalty: 5034.553223
	Iteration 42Q: 3 clusters Score -2187918 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2187950.250000 Penalty: 5034.553223
	Iteration 43Q: 3 clusters Score -2187950 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2187975.250000 Penalty: 5034.553223
	Iteration 44Q: 3 clusters Score -2187975 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2188011.000000 Penalty: 5034.553223
	Iteration 45Q: 3 clusters Score -2188011 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2188035.500000 Penalty: 5034.553223
	Iteration 46Q: 3 clusters Score -2188036 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2188052.000000 Penalty: 5034.553223
	Iteration 47Q: 3 clusters Score -2188052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2188086.250000 Penalty: 5034.553223
	Iteration 48Q: 3 clusters Score -2188086 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2188131.500000 Penalty: 5034.553223
	Iteration 49Q: 3 clusters Score -2188132 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2188165.750000 Penalty: 5034.553223
	Iteration 50Q: 3 clusters Score -2188166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2188184.250000 Penalty: 5034.553223
	Iteration 51Q: 3 clusters Score -2188184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2188213.250000 Penalty: 5034.553223
	Iteration 52Q: 3 clusters Score -2188213 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2188229.250000 Penalty: 5034.553223
	Iteration 53Q: 3 clusters Score -2188229 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2188241.250000 Penalty: 5034.553223
	Iteration 54Q: 3 clusters Score -2188241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2188256.750000 Penalty: 5034.553223
	Iteration 55Q: 3 clusters Score -2188257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2188277.250000 Penalty: 5034.553223
	Iteration 56Q: 3 clusters Score -2188277 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2188295.750000 Penalty: 5034.553223
	Iteration 57Q: 3 clusters Score -2188296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2188300.000000 Penalty: 5034.553223
	Iteration 58Q: 3 clusters Score -2188300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2188310.750000 Penalty: 5034.553223
	Iteration 59Q: 3 clusters Score -2188311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2188323.750000 Penalty: 5034.553223
	Iteration 60F: 3 clusters Score -2188324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2188336.750000 Penalty: 5034.553223
	Iteration 61Q: 3 clusters Score -2188337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2188355.500000 Penalty: 5034.553223
	Iteration 62Q: 3 clusters Score -2188356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2188359.500000 Penalty: 5034.553223
	Iteration 63Q: 3 clusters Score -2188360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2188360.500000 Penalty: 5034.553223
	Iteration 64Q: 3 clusters Score -2188360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2188368.750000 Penalty: 5034.553223
	Iteration 65Q: 3 clusters Score -2188369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2188371.250000 Penalty: 5034.553223
	Iteration 66Q: 3 clusters Score -2188371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2188379.500000 Penalty: 5034.553223
	Iteration 67Q: 3 clusters Score -2188380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2188385.000000 Penalty: 5034.553223
	Iteration 68Q: 3 clusters Score -2188385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2188388.500000 Penalty: 5034.553223
	Iteration 69Q: 3 clusters Score -2188388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2188394.250000 Penalty: 5034.553223
	Iteration 70Q: 3 clusters Score -2188394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2188402.000000 Penalty: 5034.553223
	Iteration 71Q: 3 clusters Score -2188402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2188401.250000 Penalty: 5034.553223
	Iteration 72Q: 3 clusters Score -2188401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2188407.000000 Penalty: 5034.553223
	Iteration 73Q: 3 clusters Score -2188407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2188407.500000 Penalty: 5034.553223
	Iteration 74Q: 3 clusters Score -2188408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2188408.000000 Penalty: 5034.553223
	Iteration 75Q: 3 clusters Score -2188408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2188417.250000 Penalty: 5034.553223
	Iteration 76Q: 3 clusters Score -2188417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2188413.750000 Penalty: 5034.553223
	Iteration 77Q: 3 clusters Score -2188414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2188418.500000 Penalty: 5034.553223
	Iteration 78Q: 3 clusters Score -2188418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2188415.000000 Penalty: 5034.553223
	Iteration 79Q: 3 clusters Score -2188415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2188419.500000 Penalty: 5034.553223
	Iteration 80F: 3 clusters Score -2188420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2188424.000000 Penalty: 5034.553223
	Iteration 81Q: 3 clusters Score -2188424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2188423.000000 Penalty: 5034.553223
	Iteration 82Q: 3 clusters Score -2188423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2188420.000000 Penalty: 5034.553223
	Iteration 83Q: 3 clusters Score -2188420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2188421.000000 Penalty: 5034.553223
	Iteration 84Q: 3 clusters Score -2188421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2188421.250000 Penalty: 5034.553223
	Iteration 85Q: 3 clusters Score -2188421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2188417.500000 Penalty: 5034.553223
	Iteration 86Q: 3 clusters Score -2188418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2188418.500000 Penalty: 5034.553223
	Iteration 87Q: 3 clusters Score -2188418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2188414.500000 Penalty: 5034.553223
	Iteration 88Q: 3 clusters Score -2188414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2188413.250000 Penalty: 5034.553223
	Iteration 89Q: 3 clusters Score -2188413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2188414.250000 Penalty: 5034.553223
	Iteration 90Q: 3 clusters Score -2188414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2188415.500000 Penalty: 5034.553223
	Iteration 91Q: 3 clusters Score -2188416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2188417.250000 Penalty: 5034.553223
	Iteration 92Q: 3 clusters Score -2188417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2188417.000000 Penalty: 5034.553223
	Iteration 93Q: 3 clusters Score -2188417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2188416.750000 Penalty: 5034.553223
	Iteration 94Q: 3 clusters Score -2188417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2188414.000000 Penalty: 5034.553223
	Iteration 95Q: 3 clusters Score -2188414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2188414.500000 Penalty: 5034.553223
	Iteration 96Q: 3 clusters Score -2188414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2188413.000000 Penalty: 5034.553223
	Iteration 97Q: 3 clusters Score -2188413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2188417.250000 Penalty: 5034.553223
	Iteration 98Q: 3 clusters Score -2188417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2188418.000000 Penalty: 5034.553223
	Iteration 99Q: 3 clusters Score -2188418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2188417.000000 Penalty: 5034.553223
	Iteration 100F: 3 clusters Score -2188417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2188416.500000 Penalty: 5034.553223
	Iteration 101Q: 3 clusters Score -2188416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2188417.000000 Penalty: 5034.553223
	Iteration 102Q: 3 clusters Score -2188417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2188414.750000 Penalty: 5034.553223
	Iteration 103Q: 3 clusters Score -2188415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2188414.750000 Penalty: 5034.553223
	Iteration 104F: 3 clusters Score -2188415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Entering Unmasked Estep 
Score: -643106.437500 Penalty: 2185.843506
	Iteration 0F: 2 clusters Score -643106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -637467.000000 Penalty: 4371.687012
	Iteration 0F: 3 clusters Score -637467 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -638977.250000 Penalty: 4371.687012
	Iteration 1F: 3 clusters Score -638977.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -639251.500000 Penalty: 4371.687012
	Iteration 2F: 3 clusters Score -639251.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -639462.187500 Penalty: 4371.687012
	Iteration 3F: 3 clusters Score -639462.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -639643.125000 Penalty: 4371.687012
	Iteration 4Q: 3 clusters Score -639643.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -639810.437500 Penalty: 4371.687012
	Iteration 5Q: 3 clusters Score -639810.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -639967.187500 Penalty: 4371.687012
	Iteration 6Q: 3 clusters Score -639967.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -640108.937500 Penalty: 4371.687012
	Iteration 7Q: 3 clusters Score -640108.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -640282.062500 Penalty: 4371.687012
	Iteration 8Q: 3 clusters Score -640282.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -640475.562500 Penalty: 4371.687012
	Iteration 9Q: 3 clusters Score -640475.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -640649.000000 Penalty: 4371.687012
	Iteration 10Q: 3 clusters Score -640649 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -640776.937500 Penalty: 4371.687012
	Iteration 11Q: 3 clusters Score -640776.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -640898.375000 Penalty: 4371.687012
	Iteration 12Q: 3 clusters Score -640898.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -640997.062500 Penalty: 4371.687012
	Iteration 13Q: 3 clusters Score -640997.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -641072.312500 Penalty: 4371.687012
	Iteration 14Q: 3 clusters Score -641072.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -641130.375000 Penalty: 4371.687012
	Iteration 15Q: 3 clusters Score -641130.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -641177.187500 Penalty: 4371.687012
	Iteration 16Q: 3 clusters Score -641177.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -641215.375000 Penalty: 4371.687012
	Iteration 17Q: 3 clusters Score -641215.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -641239.625000 Penalty: 4371.687012
	Iteration 18Q: 3 clusters Score -641239.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -641254.750000 Penalty: 4371.687012
	Iteration 19Q: 3 clusters Score -641254.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -641269.687500 Penalty: 4371.687012
	Iteration 20F: 3 clusters Score -641269.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -641281.500000 Penalty: 4371.687012
	Iteration 21Q: 3 clusters Score -641281.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -641291.312500 Penalty: 4371.687012
	Iteration 22Q: 3 clusters Score -641291.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -641296.375000 Penalty: 4371.687012
	Iteration 23Q: 3 clusters Score -641296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -641300.937500 Penalty: 4371.687012
	Iteration 24Q: 3 clusters Score -641300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -641301.062500 Penalty: 4371.687012
	Iteration 25Q: 3 clusters Score -641301.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -641304.125000 Penalty: 4371.687012
	Iteration 26Q: 3 clusters Score -641304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -641307.000000 Penalty: 4371.687012
	Iteration 27Q: 3 clusters Score -641307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -641309.687500 Penalty: 4371.687012
	Iteration 28Q: 3 clusters Score -641309.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -641312.750000 Penalty: 4371.687012
	Iteration 29Q: 3 clusters Score -641312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -641316.250000 Penalty: 4371.687012
	Iteration 30Q: 3 clusters Score -641316.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -641319.625000 Penalty: 4371.687012
	Iteration 31Q: 3 clusters Score -641319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -641321.000000 Penalty: 4371.687012
	Iteration 32Q: 3 clusters Score -641321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -641321.875000 Penalty: 4371.687012
	Iteration 33Q: 3 clusters Score -641321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -641321.187500 Penalty: 4371.687012
	Iteration 34Q: 3 clusters Score -641321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -641323.062500 Penalty: 4371.687012
	Iteration 35Q: 3 clusters Score -641323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -641324.125000 Penalty: 4371.687012
	Iteration 36Q: 3 clusters Score -641324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -641325.937500 Penalty: 4371.687012
	Iteration 37Q: 3 clusters Score -641325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -641327.000000 Penalty: 4371.687012
	Iteration 38Q: 3 clusters Score -641327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -641328.125000 Penalty: 4371.687012
	Iteration 39Q: 3 clusters Score -641328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -641327.250000 Penalty: 4371.687012
	Iteration 40F: 3 clusters Score -641327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -641327.437500 Penalty: 4371.687012
	Iteration 41Q: 3 clusters Score -641327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -641329.812500 Penalty: 4371.687012
	Iteration 42Q: 3 clusters Score -641329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -641330.812500 Penalty: 4371.687012
	Iteration 43Q: 3 clusters Score -641330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -641335.187500 Penalty: 4371.687012
	Iteration 44Q: 3 clusters Score -641335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -641336.562500 Penalty: 4371.687012
	Iteration 45Q: 3 clusters Score -641336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -641338.187500 Penalty: 4371.687012
	Iteration 46Q: 3 clusters Score -641338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -641339.437500 Penalty: 4371.687012
	Iteration 47Q: 3 clusters Score -641339.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -641339.437500 Penalty: 4371.687012
	Iteration 48F: 3 clusters Score -641339.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Entering Unmasked Estep 
Score: -473576.625000 Penalty: 2131.488037
	Iteration 0F: 2 clusters Score -473576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -468846.031250 Penalty: 4262.976074
	Iteration 0F: 3 clusters Score -468846 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -469958.812500 Penalty: 4262.976074
	Iteration 1F: 3 clusters Score -469958.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -470192.125000 Penalty: 4262.976074
	Iteration 2F: 3 clusters Score -470192.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -470353.156250 Penalty: 4262.976074
	Iteration 3F: 3 clusters Score -470353.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -470481.843750 Penalty: 4262.976074
	Iteration 4Q: 3 clusters Score -470481.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -470589.250000 Penalty: 4262.976074
	Iteration 5Q: 3 clusters Score -470589.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -470673.156250 Penalty: 4262.976074
	Iteration 6Q: 3 clusters Score -470673.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -470755.156250 Penalty: 4262.976074
	Iteration 7Q: 3 clusters Score -470755.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -470831.062500 Penalty: 4262.976074
	Iteration 8Q: 3 clusters Score -470831.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -470899.093750 Penalty: 4262.976074
	Iteration 9Q: 3 clusters Score -470899.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -470946.406250 Penalty: 4262.976074
	Iteration 10Q: 3 clusters Score -470946.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -470987.156250 Penalty: 4262.976074
	Iteration 11Q: 3 clusters Score -470987.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -471020.343750 Penalty: 4262.976074
	Iteration 12Q: 3 clusters Score -471020.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -471049.656250 Penalty: 4262.976074
	Iteration 13Q: 3 clusters Score -471049.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -471083.250000 Penalty: 4262.976074
	Iteration 14Q: 3 clusters Score -471083.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -471113.156250 Penalty: 4262.976074
	Iteration 15Q: 3 clusters Score -471113.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -471147.250000 Penalty: 4262.976074
	Iteration 16Q: 3 clusters Score -471147.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -471180.531250 Penalty: 4262.976074
	Iteration 17Q: 3 clusters Score -471180.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -471215.343750 Penalty: 4262.976074
	Iteration 18Q: 3 clusters Score -471215.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -471239.406250 Penalty: 4262.976074
	Iteration 19Q: 3 clusters Score -471239.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -471256.031250 Penalty: 4262.976074
	Iteration 20F: 3 clusters Score -471256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -471264.906250 Penalty: 4262.976074
	Iteration 21Q: 3 clusters Score -471264.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -471278.437500 Penalty: 4262.976074
	Iteration 22Q: 3 clusters Score -471278.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -471290.156250 Penalty: 4262.976074
	Iteration 23Q: 3 clusters Score -471290.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -471304.500000 Penalty: 4262.976074
	Iteration 24Q: 3 clusters Score -471304.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -471315.875000 Penalty: 4262.976074
	Iteration 25Q: 3 clusters Score -471315.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -471327.437500 Penalty: 4262.976074
	Iteration 26Q: 3 clusters Score -471327.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -471336.281250 Penalty: 4262.976074
	Iteration 27Q: 3 clusters Score -471336.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -471351.125000 Penalty: 4262.976074
	Iteration 28Q: 3 clusters Score -471351.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -471372.625000 Penalty: 4262.976074
	Iteration 29Q: 3 clusters Score -471372.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -471391.625000 Penalty: 4262.976074
	Iteration 30Q: 3 clusters Score -471391.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -471407.531250 Penalty: 4262.976074
	Iteration 31Q: 3 clusters Score -471407.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -471422.156250 Penalty: 4262.976074
	Iteration 32Q: 3 clusters Score -471422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -471429.500000 Penalty: 4262.976074
	Iteration 33Q: 3 clusters Score -471429.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -471435.656250 Penalty: 4262.976074
	Iteration 34Q: 3 clusters Score -471435.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -471443.656250 Penalty: 4262.976074
	Iteration 35Q: 3 clusters Score -471443.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -471451.437500 Penalty: 4262.976074
	Iteration 36Q: 3 clusters Score -471451.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -471461.812500 Penalty: 4262.976074
	Iteration 37Q: 3 clusters Score -471461.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -471468.937500 Penalty: 4262.976074
	Iteration 38Q: 3 clusters Score -471468.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -471477.906250 Penalty: 4262.976074
	Iteration 39Q: 3 clusters Score -471477.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -471482.281250 Penalty: 4262.976074
	Iteration 40F: 3 clusters Score -471482.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -471485.531250 Penalty: 4262.976074
	Iteration 41Q: 3 clusters Score -471485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -471488.906250 Penalty: 4262.976074
	Iteration 42Q: 3 clusters Score -471488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -471491.281250 Penalty: 4262.976074
	Iteration 43Q: 3 clusters Score -471491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -471491.593750 Penalty: 4262.976074
	Iteration 44Q: 3 clusters Score -471491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -471491.593750 Penalty: 4262.976074
	Iteration 45F: 3 clusters Score -471491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Entering Unmasked Estep 
Score: -885459.500000 Penalty: 2285.943604
	Iteration 0F: 2 clusters Score -885459.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -877739.000000 Penalty: 4571.887207
	Iteration 0F: 3 clusters Score -877739 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -879966.875000 Penalty: 4571.887207
	Iteration 1F: 3 clusters Score -879966.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -880229.625000 Penalty: 4571.887207
	Iteration 2F: 3 clusters Score -880229.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -880428.250000 Penalty: 4571.887207
	Iteration 3Q: 3 clusters Score -880428.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -880623.750000 Penalty: 4571.887207
	Iteration 4Q: 3 clusters Score -880623.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -880806.562500 Penalty: 4571.887207
	Iteration 5Q: 3 clusters Score -880806.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -880988.625000 Penalty: 4571.887207
	Iteration 6Q: 3 clusters Score -880988.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -881188.750000 Penalty: 4571.887207
	Iteration 7Q: 3 clusters Score -881188.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -881402.625000 Penalty: 4571.887207
	Iteration 8Q: 3 clusters Score -881402.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -881636.312500 Penalty: 4571.887207
	Iteration 9Q: 3 clusters Score -881636.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -881879.062500 Penalty: 4571.887207
	Iteration 10Q: 3 clusters Score -881879.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -882115.750000 Penalty: 4571.887207
	Iteration 11Q: 3 clusters Score -882115.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -882349.937500 Penalty: 4571.887207
	Iteration 12Q: 3 clusters Score -882349.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -882561.187500 Penalty: 4571.887207
	Iteration 13Q: 3 clusters Score -882561.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -882737.562500 Penalty: 4571.887207
	Iteration 14Q: 3 clusters Score -882737.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -882910.000000 Penalty: 4571.887207
	Iteration 15Q: 3 clusters Score -882910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -883060.187500 Penalty: 4571.887207
	Iteration 16Q: 3 clusters Score -883060.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -883176.875000 Penalty: 4571.887207
	Iteration 17Q: 3 clusters Score -883176.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -883257.187500 Penalty: 4571.887207
	Iteration 18Q: 3 clusters Score -883257.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -883314.625000 Penalty: 4571.887207
	Iteration 19Q: 3 clusters Score -883314.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -883352.000000 Penalty: 4571.887207
	Iteration 20F: 3 clusters Score -883352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -883369.937500 Penalty: 4571.887207
	Iteration 21Q: 3 clusters Score -883369.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -883385.125000 Penalty: 4571.887207
	Iteration 22Q: 3 clusters Score -883385.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -883395.687500 Penalty: 4571.887207
	Iteration 23Q: 3 clusters Score -883395.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -883406.687500 Penalty: 4571.887207
	Iteration 24Q: 3 clusters Score -883406.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -883422.062500 Penalty: 4571.887207
	Iteration 25Q: 3 clusters Score -883422.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -883434.062500 Penalty: 4571.887207
	Iteration 26Q: 3 clusters Score -883434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -883441.625000 Penalty: 4571.887207
	Iteration 27Q: 3 clusters Score -883441.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -883447.875000 Penalty: 4571.887207
	Iteration 28Q: 3 clusters Score -883447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -883458.125000 Penalty: 4571.887207
	Iteration 29Q: 3 clusters Score -883458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -883463.750000 Penalty: 4571.887207
	Iteration 30Q: 3 clusters Score -883463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -883468.625000 Penalty: 4571.887207
	Iteration 31Q: 3 clusters Score -883468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -883474.687500 Penalty: 4571.887207
	Iteration 32Q: 3 clusters Score -883474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -883477.437500 Penalty: 4571.887207
	Iteration 33Q: 3 clusters Score -883477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -883480.375000 Penalty: 4571.887207
	Iteration 34Q: 3 clusters Score -883480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -883480.750000 Penalty: 4571.887207
	Iteration 35Q: 3 clusters Score -883480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -883480.750000 Penalty: 4571.887207
	Iteration 36F: 3 clusters Score -883480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Entering Unmasked Estep 
Score: -1354513.500000 Penalty: 2406.803711
	Iteration 0F: 2 clusters Score -1354514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1342775.000000 Penalty: 4813.607422
	Iteration 0F: 3 clusters Score -1342775 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1346657.125000 Penalty: 4813.607422
	Iteration 1F: 3 clusters Score -1346657 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1347153.500000 Penalty: 4813.607422
	Iteration 2F: 3 clusters Score -1347154 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1347617.000000 Penalty: 4813.607422
	Iteration 3F: 3 clusters Score -1347617 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1348083.125000 Penalty: 4813.607422
	Iteration 4F: 3 clusters Score -1348083 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1348596.500000 Penalty: 4813.607422
	Iteration 5F: 3 clusters Score -1348596 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1349141.625000 Penalty: 4813.607422
	Iteration 6F: 3 clusters Score -1349142 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1349709.125000 Penalty: 4813.607422
	Iteration 7F: 3 clusters Score -1349709 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1350278.250000 Penalty: 4813.607422
	Iteration 8Q: 3 clusters Score -1350278 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1350787.500000 Penalty: 4813.607422
	Iteration 9Q: 3 clusters Score -1350788 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1351251.375000 Penalty: 4813.607422
	Iteration 10Q: 3 clusters Score -1351251 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1351620.125000 Penalty: 4813.607422
	Iteration 11Q: 3 clusters Score -1351620 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1351869.500000 Penalty: 4813.607422
	Iteration 12Q: 3 clusters Score -1351870 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1352068.750000 Penalty: 4813.607422
	Iteration 13Q: 3 clusters Score -1352069 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1352226.000000 Penalty: 4813.607422
	Iteration 14Q: 3 clusters Score -1352226 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1352335.250000 Penalty: 4813.607422
	Iteration 15Q: 3 clusters Score -1352335 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1352424.125000 Penalty: 4813.607422
	Iteration 16Q: 3 clusters Score -1352424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1352485.875000 Penalty: 4813.607422
	Iteration 17Q: 3 clusters Score -1352486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1352518.625000 Penalty: 4813.607422
	Iteration 18Q: 3 clusters Score -1352519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1352546.125000 Penalty: 4813.607422
	Iteration 19Q: 3 clusters Score -1352546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1352572.750000 Penalty: 4813.607422
	Iteration 20F: 3 clusters Score -1352573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1352596.500000 Penalty: 4813.607422
	Iteration 21Q: 3 clusters Score -1352596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1352612.625000 Penalty: 4813.607422
	Iteration 22Q: 3 clusters Score -1352613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1352637.625000 Penalty: 4813.607422
	Iteration 23Q: 3 clusters Score -1352638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1352646.750000 Penalty: 4813.607422
	Iteration 24Q: 3 clusters Score -1352647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1352653.000000 Penalty: 4813.607422
	Iteration 25Q: 3 clusters Score -1352653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1352661.875000 Penalty: 4813.607422
	Iteration 26Q: 3 clusters Score -1352662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1352664.750000 Penalty: 4813.607422
	Iteration 27Q: 3 clusters Score -1352665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1352671.500000 Penalty: 4813.607422
	Iteration 28Q: 3 clusters Score -1352672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1352681.125000 Penalty: 4813.607422
	Iteration 29Q: 3 clusters Score -1352681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1352684.625000 Penalty: 4813.607422
	Iteration 30Q: 3 clusters Score -1352685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1352687.750000 Penalty: 4813.607422
	Iteration 31Q: 3 clusters Score -1352688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1352693.250000 Penalty: 4813.607422
	Iteration 32Q: 3 clusters Score -1352693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1352693.750000 Penalty: 4813.607422
	Iteration 33Q: 3 clusters Score -1352694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1352701.500000 Penalty: 4813.607422
	Iteration 34Q: 3 clusters Score -1352702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1352702.250000 Penalty: 4813.607422
	Iteration 35Q: 3 clusters Score -1352702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1352703.875000 Penalty: 4813.607422
	Iteration 36Q: 3 clusters Score -1352704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1352707.125000 Penalty: 4813.607422
	Iteration 37Q: 3 clusters Score -1352707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1352710.500000 Penalty: 4813.607422
	Iteration 38Q: 3 clusters Score -1352710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1352714.125000 Penalty: 4813.607422
	Iteration 39Q: 3 clusters Score -1352714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1352714.375000 Penalty: 4813.607422
	Iteration 40F: 3 clusters Score -1352714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1352715.625000 Penalty: 4813.607422
	Iteration 41Q: 3 clusters Score -1352716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1352715.625000 Penalty: 4813.607422
	Iteration 42F: 3 clusters Score -1352716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -279566.906250 Penalty: 2023.027954
	Iteration 0F: 2 clusters Score -279566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -276004.781250 Penalty: 4046.055908
	Iteration 0F: 3 clusters Score -276004.8 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -276775.406250 Penalty: 4046.055908
	Iteration 1F: 3 clusters Score -276775.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -276951.093750 Penalty: 4046.055908
	Iteration 2F: 3 clusters Score -276951.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -277051.593750 Penalty: 4046.055908
	Iteration 3Q: 3 clusters Score -277051.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -277140.156250 Penalty: 4046.055908
	Iteration 4Q: 3 clusters Score -277140.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -277206.468750 Penalty: 4046.055908
	Iteration 5Q: 3 clusters Score -277206.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -277255.750000 Penalty: 4046.055908
	Iteration 6Q: 3 clusters Score -277255.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -277301.750000 Penalty: 4046.055908
	Iteration 7Q: 3 clusters Score -277301.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -277348.875000 Penalty: 4046.055908
	Iteration 8Q: 3 clusters Score -277348.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -277398.781250 Penalty: 4046.055908
	Iteration 9Q: 3 clusters Score -277398.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -277434.968750 Penalty: 4046.055908
	Iteration 10Q: 3 clusters Score -277435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -277456.687500 Penalty: 4046.055908
	Iteration 11Q: 3 clusters Score -277456.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -277475.343750 Penalty: 4046.055908
	Iteration 12Q: 3 clusters Score -277475.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -277488.406250 Penalty: 4046.055908
	Iteration 13Q: 3 clusters Score -277488.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -277500.437500 Penalty: 4046.055908
	Iteration 14Q: 3 clusters Score -277500.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -277511.968750 Penalty: 4046.055908
	Iteration 15Q: 3 clusters Score -277512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -277523.375000 Penalty: 4046.055908
	Iteration 16Q: 3 clusters Score -277523.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -277535.343750 Penalty: 4046.055908
	Iteration 17Q: 3 clusters Score -277535.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -277553.906250 Penalty: 4046.055908
	Iteration 18Q: 3 clusters Score -277553.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -277569.062500 Penalty: 4046.055908
	Iteration 19Q: 3 clusters Score -277569.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -277585.125000 Penalty: 4046.055908
	Iteration 20F: 3 clusters Score -277585.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -277599.000000 Penalty: 4046.055908
	Iteration 21Q: 3 clusters Score -277599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -277611.750000 Penalty: 4046.055908
	Iteration 22Q: 3 clusters Score -277611.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -277624.156250 Penalty: 4046.055908
	Iteration 23Q: 3 clusters Score -277624.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -277632.937500 Penalty: 4046.055908
	Iteration 24Q: 3 clusters Score -277632.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -277641.187500 Penalty: 4046.055908
	Iteration 25Q: 3 clusters Score -277641.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -277648.187500 Penalty: 4046.055908
	Iteration 26Q: 3 clusters Score -277648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -277652.625000 Penalty: 4046.055908
	Iteration 27Q: 3 clusters Score -277652.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -277658.406250 Penalty: 4046.055908
	Iteration 28Q: 3 clusters Score -277658.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -277666.281250 Penalty: 4046.055908
	Iteration 29Q: 3 clusters Score -277666.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -277671.937500 Penalty: 4046.055908
	Iteration 30Q: 3 clusters Score -277671.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -277677.218750 Penalty: 4046.055908
	Iteration 31Q: 3 clusters Score -277677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -277682.437500 Penalty: 4046.055908
	Iteration 32Q: 3 clusters Score -277682.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -277686.937500 Penalty: 4046.055908
	Iteration 33Q: 3 clusters Score -277686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -277688.218750 Penalty: 4046.055908
	Iteration 34Q: 3 clusters Score -277688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -277689.437500 Penalty: 4046.055908
	Iteration 35Q: 3 clusters Score -277689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -277690.968750 Penalty: 4046.055908
	Iteration 36Q: 3 clusters Score -277691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -277692.125000 Penalty: 4046.055908
	Iteration 37Q: 3 clusters Score -277692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -277693.781250 Penalty: 4046.055908
	Iteration 38Q: 3 clusters Score -277693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -277696.906250 Penalty: 4046.055908
	Iteration 39Q: 3 clusters Score -277696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -277699.187500 Penalty: 4046.055908
	Iteration 40F: 3 clusters Score -277699.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -277702.187500 Penalty: 4046.055908
	Iteration 41Q: 3 clusters Score -277702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -277705.125000 Penalty: 4046.055908
	Iteration 42Q: 3 clusters Score -277705.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -277710.718750 Penalty: 4046.055908
	Iteration 43Q: 3 clusters Score -277710.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -277713.625000 Penalty: 4046.055908
	Iteration 44Q: 3 clusters Score -277713.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -277716.156250 Penalty: 4046.055908
	Iteration 45Q: 3 clusters Score -277716.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -277719.000000 Penalty: 4046.055908
	Iteration 46Q: 3 clusters Score -277719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -277726.781250 Penalty: 4046.055908
	Iteration 47Q: 3 clusters Score -277726.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -277738.531250 Penalty: 4046.055908
	Iteration 48Q: 3 clusters Score -277738.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -277747.250000 Penalty: 4046.055908
	Iteration 49Q: 3 clusters Score -277747.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -277754.125000 Penalty: 4046.055908
	Iteration 50Q: 3 clusters Score -277754.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -277762.781250 Penalty: 4046.055908
	Iteration 51Q: 3 clusters Score -277762.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -277777.375000 Penalty: 4046.055908
	Iteration 52Q: 3 clusters Score -277777.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -277793.187500 Penalty: 4046.055908
	Iteration 53Q: 3 clusters Score -277793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -277800.343750 Penalty: 4046.055908
	Iteration 54Q: 3 clusters Score -277800.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -277805.750000 Penalty: 4046.055908
	Iteration 55Q: 3 clusters Score -277805.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -277808.218750 Penalty: 4046.055908
	Iteration 56Q: 3 clusters Score -277808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -277813.218750 Penalty: 4046.055908
	Iteration 57Q: 3 clusters Score -277813.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -277821.156250 Penalty: 4046.055908
	Iteration 58Q: 3 clusters Score -277821.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -277832.718750 Penalty: 4046.055908
	Iteration 59Q: 3 clusters Score -277832.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -277848.406250 Penalty: 4046.055908
	Iteration 60F: 3 clusters Score -277848.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -277860.187500 Penalty: 4046.055908
	Iteration 61Q: 3 clusters Score -277860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -277868.125000 Penalty: 4046.055908
	Iteration 62Q: 3 clusters Score -277868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -277873.437500 Penalty: 4046.055908
	Iteration 63Q: 3 clusters Score -277873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -277877.156250 Penalty: 4046.055908
	Iteration 64Q: 3 clusters Score -277877.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -277880.312500 Penalty: 4046.055908
	Iteration 65Q: 3 clusters Score -277880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -277882.468750 Penalty: 4046.055908
	Iteration 66Q: 3 clusters Score -277882.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -277882.968750 Penalty: 4046.055908
	Iteration 67Q: 3 clusters Score -277883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -277883.718750 Penalty: 4046.055908
	Iteration 68Q: 3 clusters Score -277883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -277884.687500 Penalty: 4046.055908
	Iteration 69Q: 3 clusters Score -277884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -277885.125000 Penalty: 4046.055908
	Iteration 70Q: 3 clusters Score -277885.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -277885.125000 Penalty: 4046.055908
	Iteration 71F: 3 clusters Score -277885.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (109159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Entering Unmasked Estep 
Score: -9313854.000000 Penalty: 2876.939209
	Iteration 0F: 2 clusters Score -9313854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -9241128.000000 Penalty: 5753.878418
	Iteration 0F: 3 clusters Score -9241128 nChanged 51590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -9270856.000000 Penalty: 5753.878418
	Iteration 1F: 3 clusters Score -9270856 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -9272114.000000 Penalty: 5753.878418
	Iteration 2Q: 3 clusters Score -9272114 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -9274080.000000 Penalty: 5753.878418
	Iteration 3Q: 3 clusters Score -9274080 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -9276969.000000 Penalty: 5753.878418
	Iteration 4F: 3 clusters Score -9276969 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -9281201.000000 Penalty: 5753.878418
	Iteration 5F: 3 clusters Score -9281201 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -9286072.000000 Penalty: 5753.878418
	Iteration 6F: 3 clusters Score -9286072 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -9290917.000000 Penalty: 5753.878418
	Iteration 7F: 3 clusters Score -9290917 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -9294917.000000 Penalty: 5753.878418
	Iteration 8F: 3 clusters Score -9294917 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -9298517.000000 Penalty: 5753.878418
	Iteration 9Q: 3 clusters Score -9298517 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -9301741.000000 Penalty: 5753.878418
	Iteration 10Q: 3 clusters Score -9301741 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -9304530.000000 Penalty: 5753.878418
	Iteration 11Q: 3 clusters Score -9304530 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -9306616.000000 Penalty: 5753.878418
	Iteration 12Q: 3 clusters Score -9306616 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -9308110.000000 Penalty: 5753.878418
	Iteration 13Q: 3 clusters Score -9308110 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -9309159.000000 Penalty: 5753.878418
	Iteration 14Q: 3 clusters Score -9309159 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104973 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9309873.000000 Penalty: 5753.878418
	Iteration 15Q: 3 clusters Score -9309873 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9310358.000000 Penalty: 5753.878418
	Iteration 16Q: 3 clusters Score -9310358 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106103 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -9310643.000000 Penalty: 5753.878418
	Iteration 17Q: 3 clusters Score -9310643 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9310824.000000 Penalty: 5753.878418
	Iteration 18Q: 3 clusters Score -9310824 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -9310963.000000 Penalty: 5753.878418
	Iteration 19Q: 3 clusters Score -9310963 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9311096.000000 Penalty: 5753.878418
	Iteration 20F: 3 clusters Score -9311096 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9311171.000000 Penalty: 5753.878418
	Iteration 21Q: 3 clusters Score -9311171 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9311282.000000 Penalty: 5753.878418
	Iteration 22Q: 3 clusters Score -9311282 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9311319.000000 Penalty: 5753.878418
	Iteration 23Q: 3 clusters Score -9311319 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107440 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9311375.000000 Penalty: 5753.878418
	Iteration 24Q: 3 clusters Score -9311375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9311394.000000 Penalty: 5753.878418
	Iteration 25Q: 3 clusters Score -9311394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9311424.000000 Penalty: 5753.878418
	Iteration 26Q: 3 clusters Score -9311424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -9311434.000000 Penalty: 5753.878418
	Iteration 27Q: 3 clusters Score -9311434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9311431.000000 Penalty: 5753.878418
	Iteration 28Q: 3 clusters Score -9311431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107685 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9311428.000000 Penalty: 5753.878418
	Iteration 29Q: 3 clusters Score -9311428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9311473.000000 Penalty: 5753.878418
	Iteration 30Q: 3 clusters Score -9311473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9311478.000000 Penalty: 5753.878418
	Iteration 31Q: 3 clusters Score -9311478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107790 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9311471.000000 Penalty: 5753.878418
	Iteration 32Q: 3 clusters Score -9311471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107813 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9311479.000000 Penalty: 5753.878418
	Iteration 33Q: 3 clusters Score -9311479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9311486.000000 Penalty: 5753.878418
	Iteration 34Q: 3 clusters Score -9311486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9311496.000000 Penalty: 5753.878418
	Iteration 35Q: 3 clusters Score -9311496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9311498.000000 Penalty: 5753.878418
	Iteration 36Q: 3 clusters Score -9311498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9311519.000000 Penalty: 5753.878418
	Iteration 37Q: 3 clusters Score -9311519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9311523.000000 Penalty: 5753.878418
	Iteration 38Q: 3 clusters Score -9311523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9311532.000000 Penalty: 5753.878418
	Iteration 39Q: 3 clusters Score -9311532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9311538.000000 Penalty: 5753.878418
	Iteration 40F: 3 clusters Score -9311538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9311538.000000 Penalty: 5753.878418
	Iteration 41Q: 3 clusters Score -9311538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9311532.000000 Penalty: 5753.878418
	Iteration 42Q: 3 clusters Score -9311532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9311538.000000 Penalty: 5753.878418
	Iteration 43Q: 3 clusters Score -9311538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9311544.000000 Penalty: 5753.878418
	Iteration 44Q: 3 clusters Score -9311544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9311540.000000 Penalty: 5753.878418
	Iteration 45Q: 3 clusters Score -9311540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9311536.000000 Penalty: 5753.878418
	Iteration 46Q: 3 clusters Score -9311536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9311536.000000 Penalty: 5753.878418
	Iteration 47F: 3 clusters Score -9311536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Entering Unmasked Estep 
Score: -1257437.875000 Penalty: 2373.231445
	Iteration 0F: 2 clusters Score -1257438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1247001.375000 Penalty: 4746.462891
	Iteration 0F: 3 clusters Score -1247001 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1250276.125000 Penalty: 4746.462891
	Iteration 1F: 3 clusters Score -1250276 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1250581.625000 Penalty: 4746.462891
	Iteration 2F: 3 clusters Score -1250582 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1250786.625000 Penalty: 4746.462891
	Iteration 3Q: 3 clusters Score -1250787 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1250947.375000 Penalty: 4746.462891
	Iteration 4Q: 3 clusters Score -1250947 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1251062.250000 Penalty: 4746.462891
	Iteration 5Q: 3 clusters Score -1251062 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1251166.625000 Penalty: 4746.462891
	Iteration 6Q: 3 clusters Score -1251167 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1251232.000000 Penalty: 4746.462891
	Iteration 7Q: 3 clusters Score -1251232 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1251299.750000 Penalty: 4746.462891
	Iteration 8Q: 3 clusters Score -1251300 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1251348.000000 Penalty: 4746.462891
	Iteration 9Q: 3 clusters Score -1251348 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1251397.250000 Penalty: 4746.462891
	Iteration 10Q: 3 clusters Score -1251397 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1251428.750000 Penalty: 4746.462891
	Iteration 11Q: 3 clusters Score -1251429 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1251471.250000 Penalty: 4746.462891
	Iteration 12Q: 3 clusters Score -1251471 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1251521.250000 Penalty: 4746.462891
	Iteration 13Q: 3 clusters Score -1251521 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1251577.250000 Penalty: 4746.462891
	Iteration 14Q: 3 clusters Score -1251577 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1251644.750000 Penalty: 4746.462891
	Iteration 15Q: 3 clusters Score -1251645 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1251735.125000 Penalty: 4746.462891
	Iteration 16Q: 3 clusters Score -1251735 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1251837.625000 Penalty: 4746.462891
	Iteration 17Q: 3 clusters Score -1251838 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1251977.375000 Penalty: 4746.462891
	Iteration 18Q: 3 clusters Score -1251977 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1252147.500000 Penalty: 4746.462891
	Iteration 19Q: 3 clusters Score -1252148 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1252376.250000 Penalty: 4746.462891
	Iteration 20F: 3 clusters Score -1252376 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1252659.750000 Penalty: 4746.462891
	Iteration 21Q: 3 clusters Score -1252660 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1253053.625000 Penalty: 4746.462891
	Iteration 22Q: 3 clusters Score -1253054 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1253473.375000 Penalty: 4746.462891
	Iteration 23Q: 3 clusters Score -1253473 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1253847.750000 Penalty: 4746.462891
	Iteration 24Q: 3 clusters Score -1253848 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1254188.250000 Penalty: 4746.462891
	Iteration 25Q: 3 clusters Score -1254188 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1254467.500000 Penalty: 4746.462891
	Iteration 26Q: 3 clusters Score -1254468 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1254659.625000 Penalty: 4746.462891
	Iteration 27Q: 3 clusters Score -1254660 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1254819.250000 Penalty: 4746.462891
	Iteration 28Q: 3 clusters Score -1254819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1254927.625000 Penalty: 4746.462891
	Iteration 29Q: 3 clusters Score -1254928 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1255026.375000 Penalty: 4746.462891
	Iteration 30Q: 3 clusters Score -1255026 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1255106.125000 Penalty: 4746.462891
	Iteration 31Q: 3 clusters Score -1255106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1255155.125000 Penalty: 4746.462891
	Iteration 32Q: 3 clusters Score -1255155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1255192.000000 Penalty: 4746.462891
	Iteration 33Q: 3 clusters Score -1255192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1255223.375000 Penalty: 4746.462891
	Iteration 34Q: 3 clusters Score -1255223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1255243.625000 Penalty: 4746.462891
	Iteration 35Q: 3 clusters Score -1255244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1255261.625000 Penalty: 4746.462891
	Iteration 36Q: 3 clusters Score -1255262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1255272.000000 Penalty: 4746.462891
	Iteration 37Q: 3 clusters Score -1255272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1255280.250000 Penalty: 4746.462891
	Iteration 38Q: 3 clusters Score -1255280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1255288.375000 Penalty: 4746.462891
	Iteration 39Q: 3 clusters Score -1255288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1255301.250000 Penalty: 4746.462891
	Iteration 40F: 3 clusters Score -1255301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1255309.625000 Penalty: 4746.462891
	Iteration 41Q: 3 clusters Score -1255310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1255316.000000 Penalty: 4746.462891
	Iteration 42Q: 3 clusters Score -1255316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1255318.625000 Penalty: 4746.462891
	Iteration 43Q: 3 clusters Score -1255319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1255320.000000 Penalty: 4746.462891
	Iteration 44Q: 3 clusters Score -1255320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1255319.625000 Penalty: 4746.462891
	Iteration 45Q: 3 clusters Score -1255320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1255319.625000 Penalty: 4746.462891
	Iteration 46F: 3 clusters Score -1255320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Entering Unmasked Estep 
Score: -3329135.000000 Penalty: 2619.739502
	Iteration 0F: 2 clusters Score -3329135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3302994.750000 Penalty: 5239.479004
	Iteration 0F: 3 clusters Score -3302995 nChanged 17569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3312826.750000 Penalty: 5239.479004
	Iteration 1F: 3 clusters Score -3312827 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3313640.750000 Penalty: 5239.479004
	Iteration 2F: 3 clusters Score -3313641 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3314584.750000 Penalty: 5239.479004
	Iteration 3F: 3 clusters Score -3314585 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3315785.250000 Penalty: 5239.479004
	Iteration 4F: 3 clusters Score -3315785 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3317283.500000 Penalty: 5239.479004
	Iteration 5F: 3 clusters Score -3317284 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3318968.750000 Penalty: 5239.479004
	Iteration 6F: 3 clusters Score -3318969 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3320691.750000 Penalty: 5239.479004
	Iteration 7F: 3 clusters Score -3320692 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3322114.750000 Penalty: 5239.479004
	Iteration 8F: 3 clusters Score -3322115 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3323270.000000 Penalty: 5239.479004
	Iteration 9Q: 3 clusters Score -3323270 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3324215.250000 Penalty: 5239.479004
	Iteration 10Q: 3 clusters Score -3324215 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3324972.500000 Penalty: 5239.479004
	Iteration 11Q: 3 clusters Score -3324972 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3325479.500000 Penalty: 5239.479004
	Iteration 12Q: 3 clusters Score -3325480 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -3325865.000000 Penalty: 5239.479004
	Iteration 13Q: 3 clusters Score -3325865 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3326070.750000 Penalty: 5239.479004
	Iteration 14Q: 3 clusters Score -3326071 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3326194.500000 Penalty: 5239.479004
	Iteration 15Q: 3 clusters Score -3326194 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3326256.500000 Penalty: 5239.479004
	Iteration 16Q: 3 clusters Score -3326256 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3326296.250000 Penalty: 5239.479004
	Iteration 17Q: 3 clusters Score -3326296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3326316.250000 Penalty: 5239.479004
	Iteration 18Q: 3 clusters Score -3326316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3326337.250000 Penalty: 5239.479004
	Iteration 19Q: 3 clusters Score -3326337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3326357.000000 Penalty: 5239.479004
	Iteration 20F: 3 clusters Score -3326357 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3326369.500000 Penalty: 5239.479004
	Iteration 21Q: 3 clusters Score -3326370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3326394.000000 Penalty: 5239.479004
	Iteration 22Q: 3 clusters Score -3326394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3326416.750000 Penalty: 5239.479004
	Iteration 23Q: 3 clusters Score -3326417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3326430.500000 Penalty: 5239.479004
	Iteration 24Q: 3 clusters Score -3326430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3326453.000000 Penalty: 5239.479004
	Iteration 25Q: 3 clusters Score -3326453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3326449.000000 Penalty: 5239.479004
	Iteration 26Q: 3 clusters Score -3326449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3326453.250000 Penalty: 5239.479004
	Iteration 27Q: 3 clusters Score -3326453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3326460.000000 Penalty: 5239.479004
	Iteration 28Q: 3 clusters Score -3326460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3326466.250000 Penalty: 5239.479004
	Iteration 29Q: 3 clusters Score -3326466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3326467.000000 Penalty: 5239.479004
	Iteration 30Q: 3 clusters Score -3326467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3326469.500000 Penalty: 5239.479004
	Iteration 31Q: 3 clusters Score -3326470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3326485.750000 Penalty: 5239.479004
	Iteration 32Q: 3 clusters Score -3326486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3326500.250000 Penalty: 5239.479004
	Iteration 33Q: 3 clusters Score -3326500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3326512.750000 Penalty: 5239.479004
	Iteration 34Q: 3 clusters Score -3326513 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3326520.750000 Penalty: 5239.479004
	Iteration 35Q: 3 clusters Score -3326521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3326534.250000 Penalty: 5239.479004
	Iteration 36Q: 3 clusters Score -3326534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3326550.500000 Penalty: 5239.479004
	Iteration 37Q: 3 clusters Score -3326550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3326560.000000 Penalty: 5239.479004
	Iteration 38Q: 3 clusters Score -3326560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3326562.750000 Penalty: 5239.479004
	Iteration 39Q: 3 clusters Score -3326563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3326563.500000 Penalty: 5239.479004
	Iteration 40F: 3 clusters Score -3326564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3326586.500000 Penalty: 5239.479004
	Iteration 41Q: 3 clusters Score -3326586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3326599.500000 Penalty: 5239.479004
	Iteration 42Q: 3 clusters Score -3326600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3326613.000000 Penalty: 5239.479004
	Iteration 43Q: 3 clusters Score -3326613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3326616.000000 Penalty: 5239.479004
	Iteration 44Q: 3 clusters Score -3326616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3326615.750000 Penalty: 5239.479004
	Iteration 45Q: 3 clusters Score -3326616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3326632.250000 Penalty: 5239.479004
	Iteration 46Q: 3 clusters Score -3326632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3326639.250000 Penalty: 5239.479004
	Iteration 47Q: 3 clusters Score -3326639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3326663.250000 Penalty: 5239.479004
	Iteration 48Q: 3 clusters Score -3326663 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3326677.000000 Penalty: 5239.479004
	Iteration 49Q: 3 clusters Score -3326677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3326683.750000 Penalty: 5239.479004
	Iteration 50Q: 3 clusters Score -3326684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3326704.500000 Penalty: 5239.479004
	Iteration 51Q: 3 clusters Score -3326704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3326721.500000 Penalty: 5239.479004
	Iteration 52Q: 3 clusters Score -3326722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3326735.500000 Penalty: 5239.479004
	Iteration 53Q: 3 clusters Score -3326736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3326745.000000 Penalty: 5239.479004
	Iteration 54Q: 3 clusters Score -3326745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3326753.250000 Penalty: 5239.479004
	Iteration 55Q: 3 clusters Score -3326753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3326765.500000 Penalty: 5239.479004
	Iteration 56Q: 3 clusters Score -3326766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3326761.000000 Penalty: 5239.479004
	Iteration 57Q: 3 clusters Score -3326761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3326767.250000 Penalty: 5239.479004
	Iteration 58Q: 3 clusters Score -3326767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3326773.000000 Penalty: 5239.479004
	Iteration 59Q: 3 clusters Score -3326773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3326774.250000 Penalty: 5239.479004
	Iteration 60F: 3 clusters Score -3326774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3326783.000000 Penalty: 5239.479004
	Iteration 61Q: 3 clusters Score -3326783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3326785.750000 Penalty: 5239.479004
	Iteration 62Q: 3 clusters Score -3326786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3326786.000000 Penalty: 5239.479004
	Iteration 63Q: 3 clusters Score -3326786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3326783.000000 Penalty: 5239.479004
	Iteration 64Q: 3 clusters Score -3326783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3326783.000000 Penalty: 5239.479004
	Iteration 65Q: 3 clusters Score -3326783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3326782.750000 Penalty: 5239.479004
	Iteration 66Q: 3 clusters Score -3326783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3326781.250000 Penalty: 5239.479004
	Iteration 67Q: 3 clusters Score -3326781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3326783.500000 Penalty: 5239.479004
	Iteration 68Q: 3 clusters Score -3326784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3326787.000000 Penalty: 5239.479004
	Iteration 69Q: 3 clusters Score -3326787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3326788.000000 Penalty: 5239.479004
	Iteration 70Q: 3 clusters Score -3326788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3326789.000000 Penalty: 5239.479004
	Iteration 71Q: 3 clusters Score -3326789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3326790.250000 Penalty: 5239.479004
	Iteration 72Q: 3 clusters Score -3326790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3326794.000000 Penalty: 5239.479004
	Iteration 73Q: 3 clusters Score -3326794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3326800.750000 Penalty: 5239.479004
	Iteration 74Q: 3 clusters Score -3326801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3326803.750000 Penalty: 5239.479004
	Iteration 75Q: 3 clusters Score -3326804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3326799.250000 Penalty: 5239.479004
	Iteration 76Q: 3 clusters Score -3326799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3326800.750000 Penalty: 5239.479004
	Iteration 77Q: 3 clusters Score -3326801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3326803.000000 Penalty: 5239.479004
	Iteration 78Q: 3 clusters Score -3326803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3326804.750000 Penalty: 5239.479004
	Iteration 79Q: 3 clusters Score -3326805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3326803.250000 Penalty: 5239.479004
	Iteration 80F: 3 clusters Score -3326803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3326805.250000 Penalty: 5239.479004
	Iteration 81Q: 3 clusters Score -3326805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3326807.750000 Penalty: 5239.479004
	Iteration 82Q: 3 clusters Score -3326808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3326804.500000 Penalty: 5239.479004
	Iteration 83Q: 3 clusters Score -3326804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3326811.000000 Penalty: 5239.479004
	Iteration 84Q: 3 clusters Score -3326811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3326806.250000 Penalty: 5239.479004
	Iteration 85Q: 3 clusters Score -3326806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3326807.750000 Penalty: 5239.479004
	Iteration 86Q: 3 clusters Score -3326808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3326806.250000 Penalty: 5239.479004
	Iteration 87Q: 3 clusters Score -3326806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3326812.500000 Penalty: 5239.479004
	Iteration 88Q: 3 clusters Score -3326812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3326816.750000 Penalty: 5239.479004
	Iteration 89Q: 3 clusters Score -3326817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3326817.250000 Penalty: 5239.479004
	Iteration 90Q: 3 clusters Score -3326817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3326817.500000 Penalty: 5239.479004
	Iteration 91Q: 3 clusters Score -3326818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3326818.500000 Penalty: 5239.479004
	Iteration 92Q: 3 clusters Score -3326818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3326827.000000 Penalty: 5239.479004
	Iteration 93Q: 3 clusters Score -3326827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3326831.250000 Penalty: 5239.479004
	Iteration 94Q: 3 clusters Score -3326831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3326833.250000 Penalty: 5239.479004
	Iteration 95Q: 3 clusters Score -3326833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3326836.250000 Penalty: 5239.479004
	Iteration 96Q: 3 clusters Score -3326836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3326843.500000 Penalty: 5239.479004
	Iteration 97Q: 3 clusters Score -3326844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3326841.250000 Penalty: 5239.479004
	Iteration 98Q: 3 clusters Score -3326841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3326842.500000 Penalty: 5239.479004
	Iteration 99Q: 3 clusters Score -3326842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3326852.250000 Penalty: 5239.479004
	Iteration 100F: 3 clusters Score -3326852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3326855.000000 Penalty: 5239.479004
	Iteration 101Q: 3 clusters Score -3326855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3326856.000000 Penalty: 5239.479004
	Iteration 102Q: 3 clusters Score -3326856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3326862.000000 Penalty: 5239.479004
	Iteration 103Q: 3 clusters Score -3326862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3326870.750000 Penalty: 5239.479004
	Iteration 104Q: 3 clusters Score -3326871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3326868.250000 Penalty: 5239.479004
	Iteration 105Q: 3 clusters Score -3326868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3326878.000000 Penalty: 5239.479004
	Iteration 106Q: 3 clusters Score -3326878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3326880.750000 Penalty: 5239.479004
	Iteration 107Q: 3 clusters Score -3326881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3326877.500000 Penalty: 5239.479004
	Iteration 108Q: 3 clusters Score -3326878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3326881.750000 Penalty: 5239.479004
	Iteration 109Q: 3 clusters Score -3326882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3326886.750000 Penalty: 5239.479004
	Iteration 110Q: 3 clusters Score -3326887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3326886.500000 Penalty: 5239.479004
	Iteration 111Q: 3 clusters Score -3326886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3326889.750000 Penalty: 5239.479004
	Iteration 112Q: 3 clusters Score -3326890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3326895.000000 Penalty: 5239.479004
	Iteration 113Q: 3 clusters Score -3326895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3326896.250000 Penalty: 5239.479004
	Iteration 114Q: 3 clusters Score -3326896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3326893.500000 Penalty: 5239.479004
	Iteration 115Q: 3 clusters Score -3326894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3326896.250000 Penalty: 5239.479004
	Iteration 116Q: 3 clusters Score -3326896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3326897.000000 Penalty: 5239.479004
	Iteration 117Q: 3 clusters Score -3326897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3326901.500000 Penalty: 5239.479004
	Iteration 118Q: 3 clusters Score -3326902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3326903.000000 Penalty: 5239.479004
	Iteration 119Q: 3 clusters Score -3326903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3326904.250000 Penalty: 5239.479004
	Iteration 120F: 3 clusters Score -3326904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3326903.500000 Penalty: 5239.479004
	Iteration 121Q: 3 clusters Score -3326904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3326909.000000 Penalty: 5239.479004
	Iteration 122Q: 3 clusters Score -3326909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3326912.500000 Penalty: 5239.479004
	Iteration 123Q: 3 clusters Score -3326912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3326915.500000 Penalty: 5239.479004
	Iteration 124Q: 3 clusters Score -3326916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3326919.250000 Penalty: 5239.479004
	Iteration 125Q: 3 clusters Score -3326919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3326921.500000 Penalty: 5239.479004
	Iteration 126Q: 3 clusters Score -3326922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3326920.500000 Penalty: 5239.479004
	Iteration 127Q: 3 clusters Score -3326920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3326924.250000 Penalty: 5239.479004
	Iteration 128Q: 3 clusters Score -3326924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3326925.000000 Penalty: 5239.479004
	Iteration 129Q: 3 clusters Score -3326925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3326921.500000 Penalty: 5239.479004
	Iteration 130Q: 3 clusters Score -3326922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3326924.250000 Penalty: 5239.479004
	Iteration 131Q: 3 clusters Score -3326924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3326926.500000 Penalty: 5239.479004
	Iteration 132Q: 3 clusters Score -3326926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3326928.750000 Penalty: 5239.479004
	Iteration 133Q: 3 clusters Score -3326929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3326929.250000 Penalty: 5239.479004
	Iteration 134Q: 3 clusters Score -3326929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3326930.000000 Penalty: 5239.479004
	Iteration 135Q: 3 clusters Score -3326930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3326929.000000 Penalty: 5239.479004
	Iteration 136Q: 3 clusters Score -3326929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3326928.000000 Penalty: 5239.479004
	Iteration 137Q: 3 clusters Score -3326928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3326929.750000 Penalty: 5239.479004
	Iteration 138Q: 3 clusters Score -3326930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3326931.500000 Penalty: 5239.479004
	Iteration 139Q: 3 clusters Score -3326932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3326931.750000 Penalty: 5239.479004
	Iteration 140F: 3 clusters Score -3326932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3326930.250000 Penalty: 5239.479004
	Iteration 141Q: 3 clusters Score -3326930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3326931.000000 Penalty: 5239.479004
	Iteration 142Q: 3 clusters Score -3326931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3326930.500000 Penalty: 5239.479004
	Iteration 143Q: 3 clusters Score -3326930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3326929.250000 Penalty: 5239.479004
	Iteration 144Q: 3 clusters Score -3326929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3326928.000000 Penalty: 5239.479004
	Iteration 145Q: 3 clusters Score -3326928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3326931.500000 Penalty: 5239.479004
	Iteration 146Q: 3 clusters Score -3326932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3326925.750000 Penalty: 5239.479004
	Iteration 147Q: 3 clusters Score -3326926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3326925.500000 Penalty: 5239.479004
	Iteration 148Q: 3 clusters Score -3326926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3326928.000000 Penalty: 5239.479004
	Iteration 149Q: 3 clusters Score -3326928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3326934.000000 Penalty: 5239.479004
	Iteration 150Q: 3 clusters Score -3326934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3326934.500000 Penalty: 5239.479004
	Iteration 151Q: 3 clusters Score -3326934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3326933.000000 Penalty: 5239.479004
	Iteration 152Q: 3 clusters Score -3326933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3326933.000000 Penalty: 5239.479004
	Iteration 153Q: 3 clusters Score -3326933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3326938.250000 Penalty: 5239.479004
	Iteration 154Q: 3 clusters Score -3326938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3326936.250000 Penalty: 5239.479004
	Iteration 155Q: 3 clusters Score -3326936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3326935.750000 Penalty: 5239.479004
	Iteration 156Q: 3 clusters Score -3326936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3326935.750000 Penalty: 5239.479004
	Iteration 157F: 3 clusters Score -3326936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Entering Unmasked Estep 
Score: -1130355.000000 Penalty: 2364.364502
	Iteration 0F: 2 clusters Score -1130355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1120234.375000 Penalty: 4728.729004
	Iteration 0F: 3 clusters Score -1120234 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1123693.500000 Penalty: 4728.729004
	Iteration 1F: 3 clusters Score -1123694 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1124328.000000 Penalty: 4728.729004
	Iteration 2F: 3 clusters Score -1124328 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1124828.500000 Penalty: 4728.729004
	Iteration 3F: 3 clusters Score -1124828 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1125317.750000 Penalty: 4728.729004
	Iteration 4F: 3 clusters Score -1125318 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1125805.625000 Penalty: 4728.729004
	Iteration 5F: 3 clusters Score -1125806 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1126316.000000 Penalty: 4728.729004
	Iteration 6F: 3 clusters Score -1126316 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1126831.250000 Penalty: 4728.729004
	Iteration 7F: 3 clusters Score -1126831 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1127298.625000 Penalty: 4728.729004
	Iteration 8Q: 3 clusters Score -1127299 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1127662.000000 Penalty: 4728.729004
	Iteration 9Q: 3 clusters Score -1127662 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1127886.500000 Penalty: 4728.729004
	Iteration 10Q: 3 clusters Score -1127886 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1128021.625000 Penalty: 4728.729004
	Iteration 11Q: 3 clusters Score -1128022 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1128104.125000 Penalty: 4728.729004
	Iteration 12Q: 3 clusters Score -1128104 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1128164.125000 Penalty: 4728.729004
	Iteration 13Q: 3 clusters Score -1128164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1128205.250000 Penalty: 4728.729004
	Iteration 14Q: 3 clusters Score -1128205 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1128241.125000 Penalty: 4728.729004
	Iteration 15Q: 3 clusters Score -1128241 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1128268.250000 Penalty: 4728.729004
	Iteration 16Q: 3 clusters Score -1128268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1128283.125000 Penalty: 4728.729004
	Iteration 17Q: 3 clusters Score -1128283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1128292.500000 Penalty: 4728.729004
	Iteration 18Q: 3 clusters Score -1128292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1128298.250000 Penalty: 4728.729004
	Iteration 19Q: 3 clusters Score -1128298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1128305.125000 Penalty: 4728.729004
	Iteration 20F: 3 clusters Score -1128305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1128305.875000 Penalty: 4728.729004
	Iteration 21Q: 3 clusters Score -1128306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1128311.250000 Penalty: 4728.729004
	Iteration 22Q: 3 clusters Score -1128311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1128314.375000 Penalty: 4728.729004
	Iteration 23Q: 3 clusters Score -1128314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1128318.500000 Penalty: 4728.729004
	Iteration 24Q: 3 clusters Score -1128318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1128320.375000 Penalty: 4728.729004
	Iteration 25Q: 3 clusters Score -1128320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1128324.500000 Penalty: 4728.729004
	Iteration 26Q: 3 clusters Score -1128324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1128326.125000 Penalty: 4728.729004
	Iteration 27Q: 3 clusters Score -1128326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1128324.750000 Penalty: 4728.729004
	Iteration 28Q: 3 clusters Score -1128325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1128330.625000 Penalty: 4728.729004
	Iteration 29Q: 3 clusters Score -1128331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1128335.250000 Penalty: 4728.729004
	Iteration 30Q: 3 clusters Score -1128335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1128337.625000 Penalty: 4728.729004
	Iteration 31Q: 3 clusters Score -1128338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1128336.625000 Penalty: 4728.729004
	Iteration 32Q: 3 clusters Score -1128337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1128338.125000 Penalty: 4728.729004
	Iteration 33Q: 3 clusters Score -1128338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1128338.250000 Penalty: 4728.729004
	Iteration 34Q: 3 clusters Score -1128338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1128338.875000 Penalty: 4728.729004
	Iteration 35Q: 3 clusters Score -1128339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1128337.625000 Penalty: 4728.729004
	Iteration 36Q: 3 clusters Score -1128338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1128339.375000 Penalty: 4728.729004
	Iteration 37Q: 3 clusters Score -1128339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1128341.000000 Penalty: 4728.729004
	Iteration 38Q: 3 clusters Score -1128341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1128340.125000 Penalty: 4728.729004
	Iteration 39Q: 3 clusters Score -1128340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1128340.000000 Penalty: 4728.729004
	Iteration 40F: 3 clusters Score -1128340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Entering Unmasked Estep 
Score: -1243847.875000 Penalty: 2374.492676
	Iteration 0F: 2 clusters Score -1243848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1233344.625000 Penalty: 4748.985352
	Iteration 0F: 3 clusters Score -1233345 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1236679.000000 Penalty: 4748.985352
	Iteration 1F: 3 clusters Score -1236679 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1237059.500000 Penalty: 4748.985352
	Iteration 2F: 3 clusters Score -1237060 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1237333.875000 Penalty: 4748.985352
	Iteration 3Q: 3 clusters Score -1237334 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1237591.125000 Penalty: 4748.985352
	Iteration 4Q: 3 clusters Score -1237591 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1237847.000000 Penalty: 4748.985352
	Iteration 5Q: 3 clusters Score -1237847 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1238145.750000 Penalty: 4748.985352
	Iteration 6Q: 3 clusters Score -1238146 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1238467.500000 Penalty: 4748.985352
	Iteration 7Q: 3 clusters Score -1238468 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1238849.750000 Penalty: 4748.985352
	Iteration 8Q: 3 clusters Score -1238850 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1239260.125000 Penalty: 4748.985352
	Iteration 9Q: 3 clusters Score -1239260 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1239687.250000 Penalty: 4748.985352
	Iteration 10Q: 3 clusters Score -1239687 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1240098.375000 Penalty: 4748.985352
	Iteration 11Q: 3 clusters Score -1240098 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1240457.750000 Penalty: 4748.985352
	Iteration 12Q: 3 clusters Score -1240458 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1240802.000000 Penalty: 4748.985352
	Iteration 13Q: 3 clusters Score -1240802 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1241096.750000 Penalty: 4748.985352
	Iteration 14Q: 3 clusters Score -1241097 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1241329.750000 Penalty: 4748.985352
	Iteration 15Q: 3 clusters Score -1241330 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1241488.750000 Penalty: 4748.985352
	Iteration 16Q: 3 clusters Score -1241489 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1241607.750000 Penalty: 4748.985352
	Iteration 17Q: 3 clusters Score -1241608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1241688.250000 Penalty: 4748.985352
	Iteration 18Q: 3 clusters Score -1241688 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1241752.500000 Penalty: 4748.985352
	Iteration 19Q: 3 clusters Score -1241752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1241789.375000 Penalty: 4748.985352
	Iteration 20F: 3 clusters Score -1241789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1241821.625000 Penalty: 4748.985352
	Iteration 21Q: 3 clusters Score -1241822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1241851.625000 Penalty: 4748.985352
	Iteration 22Q: 3 clusters Score -1241852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1241878.625000 Penalty: 4748.985352
	Iteration 23Q: 3 clusters Score -1241879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1241900.000000 Penalty: 4748.985352
	Iteration 24Q: 3 clusters Score -1241900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1241922.000000 Penalty: 4748.985352
	Iteration 25Q: 3 clusters Score -1241922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1241938.375000 Penalty: 4748.985352
	Iteration 26Q: 3 clusters Score -1241938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1241959.125000 Penalty: 4748.985352
	Iteration 27Q: 3 clusters Score -1241959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1241970.375000 Penalty: 4748.985352
	Iteration 28Q: 3 clusters Score -1241970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1241980.500000 Penalty: 4748.985352
	Iteration 29Q: 3 clusters Score -1241980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1241995.625000 Penalty: 4748.985352
	Iteration 30Q: 3 clusters Score -1241996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1242006.875000 Penalty: 4748.985352
	Iteration 31Q: 3 clusters Score -1242007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1242010.750000 Penalty: 4748.985352
	Iteration 32Q: 3 clusters Score -1242011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1242018.625000 Penalty: 4748.985352
	Iteration 33Q: 3 clusters Score -1242019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1242027.625000 Penalty: 4748.985352
	Iteration 34Q: 3 clusters Score -1242028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1242033.125000 Penalty: 4748.985352
	Iteration 35Q: 3 clusters Score -1242033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1242036.000000 Penalty: 4748.985352
	Iteration 36Q: 3 clusters Score -1242036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1242039.125000 Penalty: 4748.985352
	Iteration 37Q: 3 clusters Score -1242039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1242043.375000 Penalty: 4748.985352
	Iteration 38Q: 3 clusters Score -1242043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1242043.750000 Penalty: 4748.985352
	Iteration 39Q: 3 clusters Score -1242044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1242046.875000 Penalty: 4748.985352
	Iteration 40F: 3 clusters Score -1242047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1242046.625000 Penalty: 4748.985352
	Iteration 41Q: 3 clusters Score -1242047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1242045.500000 Penalty: 4748.985352
	Iteration 42Q: 3 clusters Score -1242046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1242044.125000 Penalty: 4748.985352
	Iteration 43Q: 3 clusters Score -1242044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1242045.125000 Penalty: 4748.985352
	Iteration 44Q: 3 clusters Score -1242045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1242045.125000 Penalty: 4748.985352
	Iteration 45F: 3 clusters Score -1242045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -294534.750000 Penalty: 2015.229858
	Iteration 0F: 2 clusters Score -294534.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -290998.750000 Penalty: 4030.459717
	Iteration 0F: 3 clusters Score -290998.8 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -291717.218750 Penalty: 4030.459717
	Iteration 1F: 3 clusters Score -291717.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -291876.218750 Penalty: 4030.459717
	Iteration 2F: 3 clusters Score -291876.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -291954.843750 Penalty: 4030.459717
	Iteration 3Q: 3 clusters Score -291954.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -292011.281250 Penalty: 4030.459717
	Iteration 4Q: 3 clusters Score -292011.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -292060.312500 Penalty: 4030.459717
	Iteration 5Q: 3 clusters Score -292060.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -292097.375000 Penalty: 4030.459717
	Iteration 6Q: 3 clusters Score -292097.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -292133.656250 Penalty: 4030.459717
	Iteration 7Q: 3 clusters Score -292133.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -292161.281250 Penalty: 4030.459717
	Iteration 8Q: 3 clusters Score -292161.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -292176.343750 Penalty: 4030.459717
	Iteration 9Q: 3 clusters Score -292176.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -292190.312500 Penalty: 4030.459717
	Iteration 10Q: 3 clusters Score -292190.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -292202.312500 Penalty: 4030.459717
	Iteration 11Q: 3 clusters Score -292202.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -292211.406250 Penalty: 4030.459717
	Iteration 12Q: 3 clusters Score -292211.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -292220.906250 Penalty: 4030.459717
	Iteration 13Q: 3 clusters Score -292220.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -292226.281250 Penalty: 4030.459717
	Iteration 14Q: 3 clusters Score -292226.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -292228.781250 Penalty: 4030.459717
	Iteration 15Q: 3 clusters Score -292228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -292232.000000 Penalty: 4030.459717
	Iteration 16Q: 3 clusters Score -292232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -292233.187500 Penalty: 4030.459717
	Iteration 17Q: 3 clusters Score -292233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -292235.812500 Penalty: 4030.459717
	Iteration 18Q: 3 clusters Score -292235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -292236.375000 Penalty: 4030.459717
	Iteration 19Q: 3 clusters Score -292236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -292237.375000 Penalty: 4030.459717
	Iteration 20F: 3 clusters Score -292237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -292239.062500 Penalty: 4030.459717
	Iteration 21Q: 3 clusters Score -292239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -292240.562500 Penalty: 4030.459717
	Iteration 22Q: 3 clusters Score -292240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -292240.781250 Penalty: 4030.459717
	Iteration 23Q: 3 clusters Score -292240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -292241.062500 Penalty: 4030.459717
	Iteration 24Q: 3 clusters Score -292241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -292242.343750 Penalty: 4030.459717
	Iteration 25Q: 3 clusters Score -292242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -292243.375000 Penalty: 4030.459717
	Iteration 26Q: 3 clusters Score -292243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -292245.312500 Penalty: 4030.459717
	Iteration 27Q: 3 clusters Score -292245.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -292251.156250 Penalty: 4030.459717
	Iteration 28Q: 3 clusters Score -292251.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -292256.562500 Penalty: 4030.459717
	Iteration 29Q: 3 clusters Score -292256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -292258.312500 Penalty: 4030.459717
	Iteration 30Q: 3 clusters Score -292258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -292259.593750 Penalty: 4030.459717
	Iteration 31Q: 3 clusters Score -292259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -292260.187500 Penalty: 4030.459717
	Iteration 32Q: 3 clusters Score -292260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -292261.750000 Penalty: 4030.459717
	Iteration 33Q: 3 clusters Score -292261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -292261.375000 Penalty: 4030.459717
	Iteration 34Q: 3 clusters Score -292261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -292261.375000 Penalty: 4030.459717
	Iteration 35F: 3 clusters Score -292261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Entering Unmasked Estep 
Score: -823678.687500 Penalty: 2271.887207
	Iteration 0F: 2 clusters Score -823678.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -816301.125000 Penalty: 4543.774414
	Iteration 0F: 3 clusters Score -816301.1 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -818397.250000 Penalty: 4543.774414
	Iteration 1F: 3 clusters Score -818397.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -818633.250000 Penalty: 4543.774414
	Iteration 2F: 3 clusters Score -818633.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -818829.750000 Penalty: 4543.774414
	Iteration 3Q: 3 clusters Score -818829.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -818985.000000 Penalty: 4543.774414
	Iteration 4Q: 3 clusters Score -818985 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -819133.125000 Penalty: 4543.774414
	Iteration 5Q: 3 clusters Score -819133.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -819281.187500 Penalty: 4543.774414
	Iteration 6Q: 3 clusters Score -819281.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -819441.125000 Penalty: 4543.774414
	Iteration 7Q: 3 clusters Score -819441.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -819644.750000 Penalty: 4543.774414
	Iteration 8Q: 3 clusters Score -819644.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -819892.750000 Penalty: 4543.774414
	Iteration 9Q: 3 clusters Score -819892.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -820152.250000 Penalty: 4543.774414
	Iteration 10Q: 3 clusters Score -820152.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -820427.937500 Penalty: 4543.774414
	Iteration 11Q: 3 clusters Score -820427.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -820709.312500 Penalty: 4543.774414
	Iteration 12Q: 3 clusters Score -820709.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -820963.687500 Penalty: 4543.774414
	Iteration 13Q: 3 clusters Score -820963.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -821180.937500 Penalty: 4543.774414
	Iteration 14Q: 3 clusters Score -821180.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -821318.437500 Penalty: 4543.774414
	Iteration 15Q: 3 clusters Score -821318.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -821427.687500 Penalty: 4543.774414
	Iteration 16Q: 3 clusters Score -821427.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -821501.375000 Penalty: 4543.774414
	Iteration 17Q: 3 clusters Score -821501.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -821552.937500 Penalty: 4543.774414
	Iteration 18Q: 3 clusters Score -821552.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -821579.250000 Penalty: 4543.774414
	Iteration 19Q: 3 clusters Score -821579.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -821603.875000 Penalty: 4543.774414
	Iteration 20F: 3 clusters Score -821603.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -821618.500000 Penalty: 4543.774414
	Iteration 21Q: 3 clusters Score -821618.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -821624.750000 Penalty: 4543.774414
	Iteration 22Q: 3 clusters Score -821624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -821630.812500 Penalty: 4543.774414
	Iteration 23Q: 3 clusters Score -821630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -821635.250000 Penalty: 4543.774414
	Iteration 24Q: 3 clusters Score -821635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -821637.187500 Penalty: 4543.774414
	Iteration 25Q: 3 clusters Score -821637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -821639.687500 Penalty: 4543.774414
	Iteration 26Q: 3 clusters Score -821639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -821642.250000 Penalty: 4543.774414
	Iteration 27Q: 3 clusters Score -821642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -821645.562500 Penalty: 4543.774414
	Iteration 28Q: 3 clusters Score -821645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -821647.062500 Penalty: 4543.774414
	Iteration 29Q: 3 clusters Score -821647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -821650.125000 Penalty: 4543.774414
	Iteration 30Q: 3 clusters Score -821650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -821651.125000 Penalty: 4543.774414
	Iteration 31Q: 3 clusters Score -821651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -821651.125000 Penalty: 4543.774414
	Iteration 32F: 3 clusters Score -821651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Entering Unmasked Estep 
Score: -676471.250000 Penalty: 2218.474854
	Iteration 0F: 2 clusters Score -676471.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -670257.375000 Penalty: 4436.949707
	Iteration 0F: 3 clusters Score -670257.4 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -671891.375000 Penalty: 4436.949707
	Iteration 1F: 3 clusters Score -671891.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -672139.375000 Penalty: 4436.949707
	Iteration 2F: 3 clusters Score -672139.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -672292.812500 Penalty: 4436.949707
	Iteration 3Q: 3 clusters Score -672292.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -672389.125000 Penalty: 4436.949707
	Iteration 4Q: 3 clusters Score -672389.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -672465.750000 Penalty: 4436.949707
	Iteration 5Q: 3 clusters Score -672465.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -672525.687500 Penalty: 4436.949707
	Iteration 6Q: 3 clusters Score -672525.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -672578.437500 Penalty: 4436.949707
	Iteration 7Q: 3 clusters Score -672578.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -672633.500000 Penalty: 4436.949707
	Iteration 8Q: 3 clusters Score -672633.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -672689.125000 Penalty: 4436.949707
	Iteration 9Q: 3 clusters Score -672689.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -672736.812500 Penalty: 4436.949707
	Iteration 10Q: 3 clusters Score -672736.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -672784.000000 Penalty: 4436.949707
	Iteration 11Q: 3 clusters Score -672784 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -672842.125000 Penalty: 4436.949707
	Iteration 12Q: 3 clusters Score -672842.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -672902.125000 Penalty: 4436.949707
	Iteration 13Q: 3 clusters Score -672902.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -672963.875000 Penalty: 4436.949707
	Iteration 14Q: 3 clusters Score -672963.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -673035.125000 Penalty: 4436.949707
	Iteration 15Q: 3 clusters Score -673035.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -673129.750000 Penalty: 4436.949707
	Iteration 16Q: 3 clusters Score -673129.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -673225.750000 Penalty: 4436.949707
	Iteration 17Q: 3 clusters Score -673225.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -673334.375000 Penalty: 4436.949707
	Iteration 18Q: 3 clusters Score -673334.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -673458.500000 Penalty: 4436.949707
	Iteration 19Q: 3 clusters Score -673458.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -673571.750000 Penalty: 4436.949707
	Iteration 20F: 3 clusters Score -673571.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -673690.562500 Penalty: 4436.949707
	Iteration 21Q: 3 clusters Score -673690.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -673801.437500 Penalty: 4436.949707
	Iteration 22Q: 3 clusters Score -673801.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -673916.375000 Penalty: 4436.949707
	Iteration 23Q: 3 clusters Score -673916.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -674020.812500 Penalty: 4436.949707
	Iteration 24Q: 3 clusters Score -674020.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -674110.625000 Penalty: 4436.949707
	Iteration 25Q: 3 clusters Score -674110.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -674187.500000 Penalty: 4436.949707
	Iteration 26Q: 3 clusters Score -674187.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -674249.125000 Penalty: 4436.949707
	Iteration 27Q: 3 clusters Score -674249.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -674300.437500 Penalty: 4436.949707
	Iteration 28Q: 3 clusters Score -674300.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -674341.687500 Penalty: 4436.949707
	Iteration 29Q: 3 clusters Score -674341.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -674370.125000 Penalty: 4436.949707
	Iteration 30Q: 3 clusters Score -674370.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -674400.562500 Penalty: 4436.949707
	Iteration 31Q: 3 clusters Score -674400.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -674424.687500 Penalty: 4436.949707
	Iteration 32Q: 3 clusters Score -674424.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -674447.187500 Penalty: 4436.949707
	Iteration 33Q: 3 clusters Score -674447.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -674468.812500 Penalty: 4436.949707
	Iteration 34Q: 3 clusters Score -674468.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -674482.812500 Penalty: 4436.949707
	Iteration 35Q: 3 clusters Score -674482.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -674488.687500 Penalty: 4436.949707
	Iteration 36Q: 3 clusters Score -674488.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -674497.250000 Penalty: 4436.949707
	Iteration 37Q: 3 clusters Score -674497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -674502.937500 Penalty: 4436.949707
	Iteration 38Q: 3 clusters Score -674502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -674510.687500 Penalty: 4436.949707
	Iteration 39Q: 3 clusters Score -674510.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -674514.937500 Penalty: 4436.949707
	Iteration 40F: 3 clusters Score -674514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -674518.187500 Penalty: 4436.949707
	Iteration 41Q: 3 clusters Score -674518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -674521.062500 Penalty: 4436.949707
	Iteration 42Q: 3 clusters Score -674521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -674525.687500 Penalty: 4436.949707
	Iteration 43Q: 3 clusters Score -674525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -674530.875000 Penalty: 4436.949707
	Iteration 44Q: 3 clusters Score -674530.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -674539.125000 Penalty: 4436.949707
	Iteration 45Q: 3 clusters Score -674539.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -674552.312500 Penalty: 4436.949707
	Iteration 46Q: 3 clusters Score -674552.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -674562.625000 Penalty: 4436.949707
	Iteration 47Q: 3 clusters Score -674562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -674568.500000 Penalty: 4436.949707
	Iteration 48Q: 3 clusters Score -674568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -674569.062500 Penalty: 4436.949707
	Iteration 49Q: 3 clusters Score -674569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -674573.250000 Penalty: 4436.949707
	Iteration 50Q: 3 clusters Score -674573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -674574.562500 Penalty: 4436.949707
	Iteration 51Q: 3 clusters Score -674574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -674575.937500 Penalty: 4436.949707
	Iteration 52Q: 3 clusters Score -674575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -674575.750000 Penalty: 4436.949707
	Iteration 53Q: 3 clusters Score -674575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -674575.750000 Penalty: 4436.949707
	Iteration 54F: 3 clusters Score -674575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 8788 members 
Mstep: Class 9 contains 17324 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26910 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3881 members 
Mstep: Class 14 contains 9536 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 6989 members 
Mstep: Class 17 contains 25599 members 
Mstep: Class 18 contains 6727 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 16397 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 109159 members 
Mstep: Class 24 contains 14321 members 
Mstep: Class 25 contains 38695 members 
Mstep: Class 26 contains 13818 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 9517 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183108.000000 Penalty: 100329.578125
Iteration 119Q: 32 clusters Score -3.818311e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9214 members 
Mstep: Class 3 contains 23617 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 11634 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 8794 members 
Mstep: Class 9 contains 17309 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26943 members 
Mstep: Class 12 contains 11287 members 
Mstep: Class 13 contains 3884 members 
Mstep: Class 14 contains 9513 members 
Mstep: Class 15 contains 9581 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 25610 members 
Mstep: Class 18 contains 6726 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 16418 members 
Mstep: Class 22 contains 3499 members 
Mstep: Class 23 contains 109147 members 
Mstep: Class 24 contains 14325 members 
Mstep: Class 25 contains 38681 members 
Mstep: Class 26 contains 13820 members 
Mstep: Class 27 contains 14405 members 
Mstep: Class 28 contains 3380 members 
Mstep: Class 29 contains 9535 members 
Mstep: Class 30 contains 7673 members 
Mstep: Class 31 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38183648.000000 Penalty: 100329.578125
Iteration 120F: 32 clusters Score -3.818365e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 23603 members 
Mstep: Class 4 contains 9368 members 
Mstep: Class 5 contains 5437 members 
Mstep: Class 6 contains 11632 members 
Mstep: Class 7 contains 21163 members 
Mstep: Class 8 contains 8781 members 
Mstep: Class 9 contains 17297 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 26715 members 
Mstep: Class 12 contains 11288 members 
Mstep: Class 13 contains 3882 members 
Mstep: Class 14 contains 9495 members 
Mstep: Class 15 contains 9584 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 25628 members 
Mstep: Class 18 contains 6727 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 16436 members 
Mstep: Class 22 contains 3506 members 
Mstep: Class 23 contains 109136 members 
Mstep: Class 24 contains 14331 members 
Mstep: Class 25 contains 38673 members 
Mstep: Class 26 contains 13822 members 
Mstep: Class 27 contains 14398 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 9559 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38184268.000000 Penalty: 100329.578125
Iteration 121Q: 32 clusters Score -3.818427e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9202 members 
Mstep: Class 3 contains 23586 members 
Mstep: Class 4 contains 9365 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 11631 members 
Mstep: Class 7 contains 21135 members 
Mstep: Class 8 contains 8774 members 
Mstep: Class 9 contains 17288 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 26573 members 
Mstep: Class 12 contains 11288 members 
Mstep: Class 13 contains 3884 members 
Mstep: Class 14 contains 9481 members 
Mstep: Class 15 contains 9583 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 25653 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 16457 members 
Mstep: Class 22 contains 3512 members 
Mstep: Class 23 contains 109121 members 
Mstep: Class 24 contains 14335 members 
Mstep: Class 25 contains 38664 members 
Mstep: Class 26 contains 13825 members 
Mstep: Class 27 contains 14396 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9577 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38184576.000000 Penalty: 100329.578125
Iteration 122Q: 32 clusters Score -3.818458e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 23562 members 
Mstep: Class 4 contains 9359 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 11628 members 
Mstep: Class 7 contains 21114 members 
Mstep: Class 8 contains 8779 members 
Mstep: Class 9 contains 17273 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 26467 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 9474 members 
Mstep: Class 15 contains 9583 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 25665 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3518 members 
Mstep: Class 23 contains 109101 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 13829 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9596 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38184792.000000 Penalty: 100329.578125
Iteration 123Q: 32 clusters Score -3.818479e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 9350 members 
Mstep: Class 5 contains 5371 members 
Mstep: Class 6 contains 11629 members 
Mstep: Class 7 contains 21109 members 
Mstep: Class 8 contains 8781 members 
Mstep: Class 9 contains 17269 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 26385 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 9472 members 
Mstep: Class 15 contains 9583 members 
Mstep: Class 16 contains 6951 members 
Mstep: Class 17 contains 25674 members 
Mstep: Class 18 contains 6734 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 16509 members 
Mstep: Class 22 contains 3517 members 
Mstep: Class 23 contains 109086 members 
Mstep: Class 24 contains 14341 members 
Mstep: Class 25 contains 38627 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9613 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185024.000000 Penalty: 100329.578125
Iteration 124Q: 32 clusters Score -3.818502e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 9199 members 
Mstep: Class 3 contains 23522 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 5353 members 
Mstep: Class 6 contains 11629 members 
Mstep: Class 7 contains 21105 members 
Mstep: Class 8 contains 8781 members 
Mstep: Class 9 contains 17254 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 26319 members 
Mstep: Class 12 contains 11291 members 
Mstep: Class 13 contains 3890 members 
Mstep: Class 14 contains 9470 members 
Mstep: Class 15 contains 9584 members 
Mstep: Class 16 contains 6946 members 
Mstep: Class 17 contains 25679 members 
Mstep: Class 18 contains 6734 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 16543 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 109076 members 
Mstep: Class 24 contains 14345 members 
Mstep: Class 25 contains 38602 members 
Mstep: Class 26 contains 13843 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185056.000000 Penalty: 100329.578125
Iteration 125Q: 32 clusters Score -3.818506e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 9199 members 
Mstep: Class 3 contains 23508 members 
Mstep: Class 4 contains 9339 members 
Mstep: Class 5 contains 5337 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 21099 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 17232 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 26277 members 
Mstep: Class 12 contains 11291 members 
Mstep: Class 13 contains 3889 members 
Mstep: Class 14 contains 9460 members 
Mstep: Class 15 contains 9581 members 
Mstep: Class 16 contains 6942 members 
Mstep: Class 17 contains 25687 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 16595 members 
Mstep: Class 22 contains 3524 members 
Mstep: Class 23 contains 109060 members 
Mstep: Class 24 contains 14354 members 
Mstep: Class 25 contains 38575 members 
Mstep: Class 26 contains 13852 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9635 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185040.000000 Penalty: 100329.578125
Iteration 126Q: 32 clusters Score -3.818504e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9199 members 
Mstep: Class 3 contains 23502 members 
Mstep: Class 4 contains 9335 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 21080 members 
Mstep: Class 8 contains 8778 members 
Mstep: Class 9 contains 17206 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 26230 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3891 members 
Mstep: Class 14 contains 9458 members 
Mstep: Class 15 contains 9580 members 
Mstep: Class 16 contains 6942 members 
Mstep: Class 17 contains 25700 members 
Mstep: Class 18 contains 6738 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 16644 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 109039 members 
Mstep: Class 24 contains 14366 members 
Mstep: Class 25 contains 38548 members 
Mstep: Class 26 contains 13858 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 9647 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185004.000000 Penalty: 100329.578125
Iteration 127Q: 32 clusters Score -3.8185e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 23496 members 
Mstep: Class 4 contains 9336 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 11625 members 
Mstep: Class 7 contains 21069 members 
Mstep: Class 8 contains 8777 members 
Mstep: Class 9 contains 17197 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 26206 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 9451 members 
Mstep: Class 15 contains 9582 members 
Mstep: Class 16 contains 6938 members 
Mstep: Class 17 contains 25701 members 
Mstep: Class 18 contains 6738 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 16707 members 
Mstep: Class 22 contains 3524 members 
Mstep: Class 23 contains 109013 members 
Mstep: Class 24 contains 14375 members 
Mstep: Class 25 contains 38520 members 
Mstep: Class 26 contains 13858 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3383 members 
Mstep: Class 29 contains 9656 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185160.000000 Penalty: 100329.578125
Iteration 128Q: 32 clusters Score -3.818516e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9199 members 
Mstep: Class 3 contains 23491 members 
Mstep: Class 4 contains 9333 members 
Mstep: Class 5 contains 5297 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21056 members 
Mstep: Class 8 contains 8778 members 
Mstep: Class 9 contains 17193 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26190 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 9453 members 
Mstep: Class 15 contains 9584 members 
Mstep: Class 16 contains 6934 members 
Mstep: Class 17 contains 25703 members 
Mstep: Class 18 contains 6738 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 16760 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108996 members 
Mstep: Class 24 contains 14382 members 
Mstep: Class 25 contains 38492 members 
Mstep: Class 26 contains 13860 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 9661 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185180.000000 Penalty: 100329.578125
Iteration 129Q: 32 clusters Score -3.818518e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 23489 members 
Mstep: Class 4 contains 9323 members 
Mstep: Class 5 contains 5273 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21055 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 17186 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26185 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 9447 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 25703 members 
Mstep: Class 18 contains 6741 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 16833 members 
Mstep: Class 22 contains 3526 members 
Mstep: Class 23 contains 108973 members 
Mstep: Class 24 contains 14386 members 
Mstep: Class 25 contains 38450 members 
Mstep: Class 26 contains 13867 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 9665 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185224.000000 Penalty: 100329.578125
Iteration 130Q: 32 clusters Score -3.818522e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 23487 members 
Mstep: Class 4 contains 9318 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21057 members 
Mstep: Class 8 contains 8777 members 
Mstep: Class 9 contains 17172 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26184 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3899 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 9587 members 
Mstep: Class 16 contains 6925 members 
Mstep: Class 17 contains 25710 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 16900 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 108961 members 
Mstep: Class 24 contains 14389 members 
Mstep: Class 25 contains 38405 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 9671 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185256.000000 Penalty: 100329.578125
Iteration 131Q: 32 clusters Score -3.818526e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 23485 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21059 members 
Mstep: Class 8 contains 8776 members 
Mstep: Class 9 contains 17156 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26181 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3901 members 
Mstep: Class 14 contains 9440 members 
Mstep: Class 15 contains 9587 members 
Mstep: Class 16 contains 6922 members 
Mstep: Class 17 contains 25712 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 16968 members 
Mstep: Class 22 contains 3527 members 
Mstep: Class 23 contains 108945 members 
Mstep: Class 24 contains 14390 members 
Mstep: Class 25 contains 38354 members 
Mstep: Class 26 contains 13890 members 
Mstep: Class 27 contains 14395 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 9678 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38185252.000000 Penalty: 100329.578125
Iteration 132Q: 32 clusters Score -3.818525e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 9199 members 
Mstep: Class 3 contains 23484 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 5234 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21055 members 
Mstep: Class 8 contains 8773 members 
Mstep: Class 9 contains 17149 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26178 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3899 members 
Mstep: Class 14 contains 9440 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 25713 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 17022 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 108921 members 
Mstep: Class 24 contains 14391 members 
Mstep: Class 25 contains 38318 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 9695 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 32 clusters Score -3.818528e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 9196 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 9305 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21054 members 
Mstep: Class 8 contains 8769 members 
Mstep: Class 9 contains 17138 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26176 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3899 members 
Mstep: Class 14 contains 9440 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 25714 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17060 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 108900 members 
Mstep: Class 24 contains 14394 members 
Mstep: Class 25 contains 38288 members 
Mstep: Class 26 contains 13896 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 9720 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 32 clusters Score -3.818525e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 9195 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 5216 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21053 members 
Mstep: Class 8 contains 8768 members 
Mstep: Class 9 contains 17122 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26175 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3898 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 25716 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17106 members 
Mstep: Class 22 contains 3529 members 
Mstep: Class 23 contains 108894 members 
Mstep: Class 24 contains 14396 members 
Mstep: Class 25 contains 38251 members 
Mstep: Class 26 contains 13895 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 9738 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 32 clusters Score -3.818529e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 9297 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21046 members 
Mstep: Class 8 contains 8766 members 
Mstep: Class 9 contains 17113 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26173 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3898 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 6918 members 
Mstep: Class 17 contains 25721 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17156 members 
Mstep: Class 22 contains 3531 members 
Mstep: Class 23 contains 108876 members 
Mstep: Class 24 contains 14402 members 
Mstep: Class 25 contains 38227 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 9750 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 32 clusters Score -3.818527e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9190 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 9295 members 
Mstep: Class 5 contains 5191 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21040 members 
Mstep: Class 8 contains 8763 members 
Mstep: Class 9 contains 17106 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26171 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3899 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 6915 members 
Mstep: Class 17 contains 25727 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17193 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 108852 members 
Mstep: Class 24 contains 14407 members 
Mstep: Class 25 contains 38208 members 
Mstep: Class 26 contains 13898 members 
Mstep: Class 27 contains 14395 members 
Mstep: Class 28 contains 3385 members 
Mstep: Class 29 contains 9764 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 32 clusters Score -3.818524e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 9290 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21045 members 
Mstep: Class 8 contains 8767 members 
Mstep: Class 9 contains 17101 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26170 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3900 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 6911 members 
Mstep: Class 17 contains 25727 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17247 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 108839 members 
Mstep: Class 24 contains 14408 members 
Mstep: Class 25 contains 38171 members 
Mstep: Class 26 contains 13907 members 
Mstep: Class 27 contains 14395 members 
Mstep: Class 28 contains 3385 members 
Mstep: Class 29 contains 9777 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 32 clusters Score -3.818526e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 23484 members 
Mstep: Class 4 contains 9289 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21045 members 
Mstep: Class 8 contains 8767 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26170 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3900 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 9587 members 
Mstep: Class 16 contains 6904 members 
Mstep: Class 17 contains 25730 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17287 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 108827 members 
Mstep: Class 24 contains 14411 members 
Mstep: Class 25 contains 38146 members 
Mstep: Class 26 contains 13914 members 
Mstep: Class 27 contains 14396 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9786 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 32 clusters Score -3.818528e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 23484 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 5139 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21043 members 
Mstep: Class 8 contains 8769 members 
Mstep: Class 9 contains 17090 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26170 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3901 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 6901 members 
Mstep: Class 17 contains 25733 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17339 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 108816 members 
Mstep: Class 24 contains 14413 members 
Mstep: Class 25 contains 38108 members 
Mstep: Class 26 contains 13918 members 
Mstep: Class 27 contains 14397 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9796 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 32 clusters Score -3.818531e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 9181 members 
Mstep: Class 3 contains 23482 members 
Mstep: Class 4 contains 9276 members 
Mstep: Class 5 contains 5127 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21039 members 
Mstep: Class 8 contains 8768 members 
Mstep: Class 9 contains 17073 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26122 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3905 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 9590 members 
Mstep: Class 16 contains 6898 members 
Mstep: Class 17 contains 25741 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17405 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 108791 members 
Mstep: Class 24 contains 14417 members 
Mstep: Class 25 contains 38070 members 
Mstep: Class 26 contains 13908 members 
Mstep: Class 27 contains 14398 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9806 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 32 clusters Score -3.818534e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 23480 members 
Mstep: Class 4 contains 9271 members 
Mstep: Class 5 contains 5121 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21031 members 
Mstep: Class 8 contains 8765 members 
Mstep: Class 9 contains 17058 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 26059 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3905 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 9591 members 
Mstep: Class 16 contains 6895 members 
Mstep: Class 17 contains 25746 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17469 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 108769 members 
Mstep: Class 24 contains 14418 members 
Mstep: Class 25 contains 38029 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 14396 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9819 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 32 clusters Score -3.818549e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 9181 members 
Mstep: Class 3 contains 23475 members 
Mstep: Class 4 contains 9270 members 
Mstep: Class 5 contains 5117 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21024 members 
Mstep: Class 8 contains 8761 members 
Mstep: Class 9 contains 17044 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 25991 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3907 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 9590 members 
Mstep: Class 16 contains 6893 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 6770 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17531 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 108754 members 
Mstep: Class 24 contains 14418 members 
Mstep: Class 25 contains 37996 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 14396 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9829 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 32 clusters Score -3.81855e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 23472 members 
Mstep: Class 4 contains 9264 members 
Mstep: Class 5 contains 5117 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21020 members 
Mstep: Class 8 contains 8759 members 
Mstep: Class 9 contains 17029 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 25921 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3908 members 
Mstep: Class 14 contains 9445 members 
Mstep: Class 15 contains 9590 members 
Mstep: Class 16 contains 6890 members 
Mstep: Class 17 contains 25750 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17583 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 108746 members 
Mstep: Class 24 contains 14418 members 
Mstep: Class 25 contains 37951 members 
Mstep: Class 26 contains 13896 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9841 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 32 clusters Score -3.818566e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 23469 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 5111 members 
Mstep: Class 6 contains 11621 members 
Mstep: Class 7 contains 21020 members 
Mstep: Class 8 contains 8752 members 
Mstep: Class 9 contains 17023 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 25831 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3909 members 
Mstep: Class 14 contains 9446 members 
Mstep: Class 15 contains 9591 members 
Mstep: Class 16 contains 6886 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 6771 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17626 members 
Mstep: Class 22 contains 3534 members 
Mstep: Class 23 contains 108742 members 
Mstep: Class 24 contains 14420 members 
Mstep: Class 25 contains 37909 members 
Mstep: Class 26 contains 13896 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9857 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 32 clusters Score -3.818569e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9180 members 
Mstep: Class 3 contains 23469 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 5 contains 5105 members 
Mstep: Class 6 contains 11621 members 
Mstep: Class 7 contains 21017 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 17014 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 25739 members 
Mstep: Class 12 contains 11288 members 
Mstep: Class 13 contains 3911 members 
Mstep: Class 14 contains 9454 members 
Mstep: Class 15 contains 9591 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 25758 members 
Mstep: Class 18 contains 6771 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17680 members 
Mstep: Class 22 contains 3534 members 
Mstep: Class 23 contains 108737 members 
Mstep: Class 24 contains 14422 members 
Mstep: Class 25 contains 37857 members 
Mstep: Class 26 contains 13896 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9870 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 32 clusters Score -3.81858e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 9180 members 
Mstep: Class 3 contains 23466 members 
Mstep: Class 4 contains 9247 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 6 contains 11621 members 
Mstep: Class 7 contains 21009 members 
Mstep: Class 8 contains 8728 members 
Mstep: Class 9 contains 16997 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 25641 members 
Mstep: Class 12 contains 11288 members 
Mstep: Class 13 contains 3914 members 
Mstep: Class 14 contains 9457 members 
Mstep: Class 15 contains 9592 members 
Mstep: Class 16 contains 6878 members 
Mstep: Class 17 contains 25763 members 
Mstep: Class 18 contains 6770 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17744 members 
Mstep: Class 22 contains 3536 members 
Mstep: Class 23 contains 108736 members 
Mstep: Class 24 contains 14427 members 
Mstep: Class 25 contains 37805 members 
Mstep: Class 26 contains 13896 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9879 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 32 clusters Score -3.818589e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 23471 members 
Mstep: Class 4 contains 9240 members 
Mstep: Class 5 contains 5086 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 21004 members 
Mstep: Class 8 contains 8727 members 
Mstep: Class 9 contains 16977 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 25527 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 9466 members 
Mstep: Class 15 contains 9593 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 25762 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 17809 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 108735 members 
Mstep: Class 24 contains 14430 members 
Mstep: Class 25 contains 37768 members 
Mstep: Class 26 contains 13890 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9889 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3078 members 
Entering Unmasked Estep 
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Iteration 148Q: 32 clusters Score -3.818594e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9180 members 
Mstep: Class 3 contains 23475 members 
Mstep: Class 4 contains 9231 members 
Mstep: Class 5 contains 5076 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 16961 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 25431 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3918 members 
Mstep: Class 14 contains 9478 members 
Mstep: Class 15 contains 9595 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 25764 members 
Mstep: Class 18 contains 6764 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 17870 members 
Mstep: Class 22 contains 3536 members 
Mstep: Class 23 contains 108728 members 
Mstep: Class 24 contains 14437 members 
Mstep: Class 25 contains 37735 members 
Mstep: Class 26 contains 13886 members 
Mstep: Class 27 contains 14388 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9899 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3158 members 
Entering Unmasked Estep 
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Iteration 149Q: 32 clusters Score -3.818602e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 23480 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 20990 members 
Mstep: Class 8 contains 8729 members 
Mstep: Class 9 contains 16947 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 25346 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 3919 members 
Mstep: Class 14 contains 9485 members 
Mstep: Class 15 contains 9596 members 
Mstep: Class 16 contains 6877 members 
Mstep: Class 17 contains 25768 members 
Mstep: Class 18 contains 6765 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 17928 members 
Mstep: Class 22 contains 3537 members 
Mstep: Class 23 contains 108713 members 
Mstep: Class 24 contains 14440 members 
Mstep: Class 25 contains 37701 members 
Mstep: Class 26 contains 13887 members 
Mstep: Class 27 contains 14385 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9909 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3234 members 
Entering Unmasked Estep 
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Iteration 150Q: 32 clusters Score -3.818599e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9175 members 
Mstep: Class 3 contains 23479 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 20984 members 
Mstep: Class 8 contains 8735 members 
Mstep: Class 9 contains 16925 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 25281 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 3921 members 
Mstep: Class 14 contains 9497 members 
Mstep: Class 15 contains 9598 members 
Mstep: Class 16 contains 6878 members 
Mstep: Class 17 contains 25776 members 
Mstep: Class 18 contains 6765 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 18000 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 108700 members 
Mstep: Class 24 contains 14445 members 
Mstep: Class 25 contains 37659 members 
Mstep: Class 26 contains 13886 members 
Mstep: Class 27 contains 14382 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9917 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3288 members 
Entering Unmasked Estep 
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Iteration 151Q: 32 clusters Score -3.818607e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 9175 members 
Mstep: Class 3 contains 23478 members 
Mstep: Class 4 contains 9208 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20983 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 16917 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 25202 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 3922 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 9600 members 
Mstep: Class 16 contains 6876 members 
Mstep: Class 17 contains 25780 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 18046 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 108687 members 
Mstep: Class 24 contains 14449 members 
Mstep: Class 25 contains 37638 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 14381 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186080.000000 Penalty: 100329.578125
Iteration 152Q: 32 clusters Score -3.818608e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 9175 members 
Mstep: Class 3 contains 23479 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 8746 members 
Mstep: Class 9 contains 16915 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 25128 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 3922 members 
Mstep: Class 14 contains 9506 members 
Mstep: Class 15 contains 9602 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 25784 members 
Mstep: Class 18 contains 6760 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 18099 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 108679 members 
Mstep: Class 24 contains 14451 members 
Mstep: Class 25 contains 37598 members 
Mstep: Class 26 contains 13879 members 
Mstep: Class 27 contains 14380 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 9927 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186052.000000 Penalty: 100329.578125
Iteration 153Q: 32 clusters Score -3.818605e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 9174 members 
Mstep: Class 3 contains 23479 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 5018 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20983 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 16911 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 25067 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 3924 members 
Mstep: Class 14 contains 9508 members 
Mstep: Class 15 contains 9602 members 
Mstep: Class 16 contains 6873 members 
Mstep: Class 17 contains 25786 members 
Mstep: Class 18 contains 6759 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 18157 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 108671 members 
Mstep: Class 24 contains 14452 members 
Mstep: Class 25 contains 37557 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 14381 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 9931 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186080.000000 Penalty: 100329.578125
Iteration 154Q: 32 clusters Score -3.818608e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 9173 members 
Mstep: Class 3 contains 23481 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 5011 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 8742 members 
Mstep: Class 9 contains 16895 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 25011 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3924 members 
Mstep: Class 14 contains 9509 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6872 members 
Mstep: Class 17 contains 25788 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 18225 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 108667 members 
Mstep: Class 24 contains 14454 members 
Mstep: Class 25 contains 37517 members 
Mstep: Class 26 contains 13866 members 
Mstep: Class 27 contains 14383 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 9941 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186124.000000 Penalty: 100329.578125
Iteration 155Q: 32 clusters Score -3.818612e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 9173 members 
Mstep: Class 3 contains 23480 members 
Mstep: Class 4 contains 9198 members 
Mstep: Class 5 contains 5007 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20977 members 
Mstep: Class 8 contains 8732 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24979 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 3924 members 
Mstep: Class 14 contains 9513 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6871 members 
Mstep: Class 17 contains 25786 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 18305 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 108663 members 
Mstep: Class 24 contains 14456 members 
Mstep: Class 25 contains 37472 members 
Mstep: Class 26 contains 13854 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 9951 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186132.000000 Penalty: 100329.578125
Iteration 156Q: 32 clusters Score -3.818613e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 9172 members 
Mstep: Class 3 contains 23477 members 
Mstep: Class 4 contains 9191 members 
Mstep: Class 5 contains 5001 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 8 contains 8723 members 
Mstep: Class 9 contains 16857 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24953 members 
Mstep: Class 12 contains 11291 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6871 members 
Mstep: Class 17 contains 25793 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 18388 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 108660 members 
Mstep: Class 24 contains 14456 members 
Mstep: Class 25 contains 37415 members 
Mstep: Class 26 contains 13845 members 
Mstep: Class 27 contains 14383 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 9961 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186080.000000 Penalty: 100329.578125
Iteration 157Q: 32 clusters Score -3.818608e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 9174 members 
Mstep: Class 3 contains 23477 members 
Mstep: Class 4 contains 9182 members 
Mstep: Class 5 contains 4993 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20972 members 
Mstep: Class 8 contains 8714 members 
Mstep: Class 9 contains 16829 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24919 members 
Mstep: Class 12 contains 11291 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 9520 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6872 members 
Mstep: Class 17 contains 25798 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 18471 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 108662 members 
Mstep: Class 24 contains 14456 members 
Mstep: Class 25 contains 37371 members 
Mstep: Class 26 contains 13836 members 
Mstep: Class 27 contains 14383 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 9967 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38186072.000000 Penalty: 100329.578125
Iteration 158Q: 32 clusters Score -3.818607e+07 nChanged 210
Entering ConstructFrom: 
Score: -38186072.000000 Penalty: 100329.578125
Entering ConstructFrom: 
Trying to split cluster 1 (6033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Entering Unmasked Estep 
Score: -537445.562500 Penalty: 2158.840088
	Iteration 0F: 2 clusters Score -537445.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -532229.750000 Penalty: 4317.680176
	Iteration 0F: 3 clusters Score -532229.8 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -533488.687500 Penalty: 4317.680176
	Iteration 1F: 3 clusters Score -533488.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -533752.312500 Penalty: 4317.680176
	Iteration 2F: 3 clusters Score -533752.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -533924.812500 Penalty: 4317.680176
	Iteration 3F: 3 clusters Score -533924.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -534021.437500 Penalty: 4317.680176
	Iteration 4Q: 3 clusters Score -534021.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -534090.875000 Penalty: 4317.680176
	Iteration 5Q: 3 clusters Score -534090.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -534150.562500 Penalty: 4317.680176
	Iteration 6Q: 3 clusters Score -534150.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -534192.937500 Penalty: 4317.680176
	Iteration 7Q: 3 clusters Score -534192.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -534227.312500 Penalty: 4317.680176
	Iteration 8Q: 3 clusters Score -534227.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -534258.562500 Penalty: 4317.680176
	Iteration 9Q: 3 clusters Score -534258.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -534287.875000 Penalty: 4317.680176
	Iteration 10Q: 3 clusters Score -534287.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -534318.312500 Penalty: 4317.680176
	Iteration 11Q: 3 clusters Score -534318.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -534345.500000 Penalty: 4317.680176
	Iteration 12Q: 3 clusters Score -534345.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -534377.062500 Penalty: 4317.680176
	Iteration 13Q: 3 clusters Score -534377.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -534407.250000 Penalty: 4317.680176
	Iteration 14Q: 3 clusters Score -534407.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -534441.875000 Penalty: 4317.680176
	Iteration 15Q: 3 clusters Score -534441.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -534470.312500 Penalty: 4317.680176
	Iteration 16Q: 3 clusters Score -534470.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -534509.937500 Penalty: 4317.680176
	Iteration 17Q: 3 clusters Score -534509.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -534549.875000 Penalty: 4317.680176
	Iteration 18Q: 3 clusters Score -534549.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -534593.375000 Penalty: 4317.680176
	Iteration 19Q: 3 clusters Score -534593.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -534635.562500 Penalty: 4317.680176
	Iteration 20F: 3 clusters Score -534635.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -534677.562500 Penalty: 4317.680176
	Iteration 21Q: 3 clusters Score -534677.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -534731.687500 Penalty: 4317.680176
	Iteration 22Q: 3 clusters Score -534731.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -534791.562500 Penalty: 4317.680176
	Iteration 23Q: 3 clusters Score -534791.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -534851.687500 Penalty: 4317.680176
	Iteration 24Q: 3 clusters Score -534851.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -534913.062500 Penalty: 4317.680176
	Iteration 25Q: 3 clusters Score -534913.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -534977.562500 Penalty: 4317.680176
	Iteration 26Q: 3 clusters Score -534977.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -535031.375000 Penalty: 4317.680176
	Iteration 27Q: 3 clusters Score -535031.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -535088.937500 Penalty: 4317.680176
	Iteration 28Q: 3 clusters Score -535088.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -535138.437500 Penalty: 4317.680176
	Iteration 29Q: 3 clusters Score -535138.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -535192.625000 Penalty: 4317.680176
	Iteration 30Q: 3 clusters Score -535192.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -535252.937500 Penalty: 4317.680176
	Iteration 31Q: 3 clusters Score -535252.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -535288.750000 Penalty: 4317.680176
	Iteration 32Q: 3 clusters Score -535288.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -535323.875000 Penalty: 4317.680176
	Iteration 33Q: 3 clusters Score -535323.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -535350.500000 Penalty: 4317.680176
	Iteration 34Q: 3 clusters Score -535350.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -535372.312500 Penalty: 4317.680176
	Iteration 35Q: 3 clusters Score -535372.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -535388.500000 Penalty: 4317.680176
	Iteration 36Q: 3 clusters Score -535388.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -535404.500000 Penalty: 4317.680176
	Iteration 37Q: 3 clusters Score -535404.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -535415.312500 Penalty: 4317.680176
	Iteration 38Q: 3 clusters Score -535415.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -535423.500000 Penalty: 4317.680176
	Iteration 39Q: 3 clusters Score -535423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -535433.000000 Penalty: 4317.680176
	Iteration 40F: 3 clusters Score -535433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -535438.687500 Penalty: 4317.680176
	Iteration 41Q: 3 clusters Score -535438.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -535444.125000 Penalty: 4317.680176
	Iteration 42Q: 3 clusters Score -535444.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -535451.437500 Penalty: 4317.680176
	Iteration 43Q: 3 clusters Score -535451.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -535460.750000 Penalty: 4317.680176
	Iteration 44Q: 3 clusters Score -535460.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -535469.562500 Penalty: 4317.680176
	Iteration 45Q: 3 clusters Score -535469.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -535476.562500 Penalty: 4317.680176
	Iteration 46Q: 3 clusters Score -535476.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -535484.000000 Penalty: 4317.680176
	Iteration 47Q: 3 clusters Score -535484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -535487.062500 Penalty: 4317.680176
	Iteration 48Q: 3 clusters Score -535487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -535489.687500 Penalty: 4317.680176
	Iteration 49Q: 3 clusters Score -535489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -535490.875000 Penalty: 4317.680176
	Iteration 50Q: 3 clusters Score -535490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -535493.125000 Penalty: 4317.680176
	Iteration 51Q: 3 clusters Score -535493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -535495.062500 Penalty: 4317.680176
	Iteration 52Q: 3 clusters Score -535495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -535496.125000 Penalty: 4317.680176
	Iteration 53Q: 3 clusters Score -535496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -535496.187500 Penalty: 4317.680176
	Iteration 54Q: 3 clusters Score -535496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -535496.187500 Penalty: 4317.680176
	Iteration 55F: 3 clusters Score -535496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Entering Unmasked Estep 
Score: -793825.187500 Penalty: 2262.783936
	Iteration 0F: 2 clusters Score -793825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -786608.937500 Penalty: 4525.567871
	Iteration 0F: 3 clusters Score -786608.9 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -788669.875000 Penalty: 4525.567871
	Iteration 1F: 3 clusters Score -788669.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -788943.250000 Penalty: 4525.567871
	Iteration 2F: 3 clusters Score -788943.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -789139.375000 Penalty: 4525.567871
	Iteration 3F: 3 clusters Score -789139.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -789301.937500 Penalty: 4525.567871
	Iteration 4Q: 3 clusters Score -789301.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -789455.250000 Penalty: 4525.567871
	Iteration 5Q: 3 clusters Score -789455.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -789600.875000 Penalty: 4525.567871
	Iteration 6Q: 3 clusters Score -789600.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -789743.625000 Penalty: 4525.567871
	Iteration 7Q: 3 clusters Score -789743.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -789921.125000 Penalty: 4525.567871
	Iteration 8Q: 3 clusters Score -789921.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -790123.375000 Penalty: 4525.567871
	Iteration 9Q: 3 clusters Score -790123.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -790383.500000 Penalty: 4525.567871
	Iteration 10Q: 3 clusters Score -790383.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -790688.187500 Penalty: 4525.567871
	Iteration 11Q: 3 clusters Score -790688.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -790967.250000 Penalty: 4525.567871
	Iteration 12Q: 3 clusters Score -790967.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -791197.875000 Penalty: 4525.567871
	Iteration 13Q: 3 clusters Score -791197.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -791413.687500 Penalty: 4525.567871
	Iteration 14Q: 3 clusters Score -791413.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -791544.875000 Penalty: 4525.567871
	Iteration 15Q: 3 clusters Score -791544.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -791645.187500 Penalty: 4525.567871
	Iteration 16Q: 3 clusters Score -791645.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -791712.812500 Penalty: 4525.567871
	Iteration 17Q: 3 clusters Score -791712.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -791751.125000 Penalty: 4525.567871
	Iteration 18Q: 3 clusters Score -791751.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -791785.625000 Penalty: 4525.567871
	Iteration 19Q: 3 clusters Score -791785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -791799.875000 Penalty: 4525.567871
	Iteration 20F: 3 clusters Score -791799.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -791809.187500 Penalty: 4525.567871
	Iteration 21Q: 3 clusters Score -791809.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -791817.812500 Penalty: 4525.567871
	Iteration 22Q: 3 clusters Score -791817.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -791825.562500 Penalty: 4525.567871
	Iteration 23Q: 3 clusters Score -791825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -791831.125000 Penalty: 4525.567871
	Iteration 24Q: 3 clusters Score -791831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -791838.062500 Penalty: 4525.567871
	Iteration 25Q: 3 clusters Score -791838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -791839.250000 Penalty: 4525.567871
	Iteration 26Q: 3 clusters Score -791839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -791843.375000 Penalty: 4525.567871
	Iteration 27Q: 3 clusters Score -791843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -791845.250000 Penalty: 4525.567871
	Iteration 28Q: 3 clusters Score -791845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -791846.312500 Penalty: 4525.567871
	Iteration 29Q: 3 clusters Score -791846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -791846.625000 Penalty: 4525.567871
	Iteration 30Q: 3 clusters Score -791846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -791846.625000 Penalty: 4525.567871
	Iteration 31F: 3 clusters Score -791846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Entering Unmasked Estep 
Score: -2042275.625000 Penalty: 2495.816406
	Iteration 0F: 2 clusters Score -2042276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2026043.000000 Penalty: 4991.632812
	Iteration 0F: 3 clusters Score -2026043 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2031736.125000 Penalty: 4991.632812
	Iteration 1F: 3 clusters Score -2031736 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2032415.000000 Penalty: 4991.632812
	Iteration 2F: 3 clusters Score -2032415 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2033196.375000 Penalty: 4991.632812
	Iteration 3F: 3 clusters Score -2033196 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2034247.500000 Penalty: 4991.632812
	Iteration 4F: 3 clusters Score -2034248 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2035530.500000 Penalty: 4991.632812
	Iteration 5F: 3 clusters Score -2035530 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2036803.250000 Penalty: 4991.632812
	Iteration 6F: 3 clusters Score -2036803 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2037894.125000 Penalty: 4991.632812
	Iteration 7F: 3 clusters Score -2037894 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2038680.875000 Penalty: 4991.632812
	Iteration 8Q: 3 clusters Score -2038681 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2039217.250000 Penalty: 4991.632812
	Iteration 9Q: 3 clusters Score -2039217 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2039526.750000 Penalty: 4991.632812
	Iteration 10Q: 3 clusters Score -2039527 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2039700.875000 Penalty: 4991.632812
	Iteration 11Q: 3 clusters Score -2039701 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2039833.375000 Penalty: 4991.632812
	Iteration 12Q: 3 clusters Score -2039833 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2039944.625000 Penalty: 4991.632812
	Iteration 13Q: 3 clusters Score -2039945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2040003.500000 Penalty: 4991.632812
	Iteration 14Q: 3 clusters Score -2040004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2040048.375000 Penalty: 4991.632812
	Iteration 15Q: 3 clusters Score -2040048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2040077.250000 Penalty: 4991.632812
	Iteration 16Q: 3 clusters Score -2040077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2040102.500000 Penalty: 4991.632812
	Iteration 17Q: 3 clusters Score -2040102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2040122.750000 Penalty: 4991.632812
	Iteration 18Q: 3 clusters Score -2040123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2040140.750000 Penalty: 4991.632812
	Iteration 19Q: 3 clusters Score -2040141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2040159.000000 Penalty: 4991.632812
	Iteration 20F: 3 clusters Score -2040159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2040181.625000 Penalty: 4991.632812
	Iteration 21Q: 3 clusters Score -2040182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2040189.125000 Penalty: 4991.632812
	Iteration 22Q: 3 clusters Score -2040189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2040200.250000 Penalty: 4991.632812
	Iteration 23Q: 3 clusters Score -2040200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2040218.125000 Penalty: 4991.632812
	Iteration 24Q: 3 clusters Score -2040218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2040224.375000 Penalty: 4991.632812
	Iteration 25Q: 3 clusters Score -2040224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2040229.000000 Penalty: 4991.632812
	Iteration 26Q: 3 clusters Score -2040229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2040240.000000 Penalty: 4991.632812
	Iteration 27Q: 3 clusters Score -2040240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2040240.750000 Penalty: 4991.632812
	Iteration 28Q: 3 clusters Score -2040241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2040245.500000 Penalty: 4991.632812
	Iteration 29Q: 3 clusters Score -2040246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2040255.625000 Penalty: 4991.632812
	Iteration 30Q: 3 clusters Score -2040256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -2040260.750000 Penalty: 4991.632812
	Iteration 31Q: 3 clusters Score -2040261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2040266.500000 Penalty: 4991.632812
	Iteration 32Q: 3 clusters Score -2040266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2040267.375000 Penalty: 4991.632812
	Iteration 33Q: 3 clusters Score -2040267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2040276.250000 Penalty: 4991.632812
	Iteration 34Q: 3 clusters Score -2040276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2040281.750000 Penalty: 4991.632812
	Iteration 35Q: 3 clusters Score -2040282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2040282.750000 Penalty: 4991.632812
	Iteration 36Q: 3 clusters Score -2040283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2040284.250000 Penalty: 4991.632812
	Iteration 37Q: 3 clusters Score -2040284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2040283.750000 Penalty: 4991.632812
	Iteration 38Q: 3 clusters Score -2040284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2040288.500000 Penalty: 4991.632812
	Iteration 39Q: 3 clusters Score -2040288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2040291.125000 Penalty: 4991.632812
	Iteration 40F: 3 clusters Score -2040291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2040290.375000 Penalty: 4991.632812
	Iteration 41Q: 3 clusters Score -2040290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2040290.375000 Penalty: 4991.632812
	Iteration 42F: 3 clusters Score -2040290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Entering Unmasked Estep 
Score: -775397.750000 Penalty: 2262.729980
	Iteration 0F: 2 clusters Score -775397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -768247.375000 Penalty: 4525.459961
	Iteration 0F: 3 clusters Score -768247.4 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -770183.875000 Penalty: 4525.459961
	Iteration 1F: 3 clusters Score -770183.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -770514.375000 Penalty: 4525.459961
	Iteration 2F: 3 clusters Score -770514.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -770758.125000 Penalty: 4525.459961
	Iteration 3F: 3 clusters Score -770758.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -770966.312500 Penalty: 4525.459961
	Iteration 4Q: 3 clusters Score -770966.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -771142.187500 Penalty: 4525.459961
	Iteration 5Q: 3 clusters Score -771142.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -771310.937500 Penalty: 4525.459961
	Iteration 6Q: 3 clusters Score -771310.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -771508.375000 Penalty: 4525.459961
	Iteration 7Q: 3 clusters Score -771508.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -771737.562500 Penalty: 4525.459961
	Iteration 8Q: 3 clusters Score -771737.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -772008.062500 Penalty: 4525.459961
	Iteration 9Q: 3 clusters Score -772008.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -772288.437500 Penalty: 4525.459961
	Iteration 10Q: 3 clusters Score -772288.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -772557.812500 Penalty: 4525.459961
	Iteration 11Q: 3 clusters Score -772557.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -772793.500000 Penalty: 4525.459961
	Iteration 12Q: 3 clusters Score -772793.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -772993.312500 Penalty: 4525.459961
	Iteration 13Q: 3 clusters Score -772993.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -773140.437500 Penalty: 4525.459961
	Iteration 14Q: 3 clusters Score -773140.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -773243.875000 Penalty: 4525.459961
	Iteration 15Q: 3 clusters Score -773243.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -773300.250000 Penalty: 4525.459961
	Iteration 16Q: 3 clusters Score -773300.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -773342.500000 Penalty: 4525.459961
	Iteration 17Q: 3 clusters Score -773342.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -773388.875000 Penalty: 4525.459961
	Iteration 18Q: 3 clusters Score -773388.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -773412.937500 Penalty: 4525.459961
	Iteration 19Q: 3 clusters Score -773412.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -773421.062500 Penalty: 4525.459961
	Iteration 20F: 3 clusters Score -773421.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -773425.062500 Penalty: 4525.459961
	Iteration 21Q: 3 clusters Score -773425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -773427.125000 Penalty: 4525.459961
	Iteration 22Q: 3 clusters Score -773427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -773431.437500 Penalty: 4525.459961
	Iteration 23Q: 3 clusters Score -773431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -773433.000000 Penalty: 4525.459961
	Iteration 24Q: 3 clusters Score -773433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -773434.437500 Penalty: 4525.459961
	Iteration 25Q: 3 clusters Score -773434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -773439.312500 Penalty: 4525.459961
	Iteration 26Q: 3 clusters Score -773439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -773442.187500 Penalty: 4525.459961
	Iteration 27Q: 3 clusters Score -773442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -773444.937500 Penalty: 4525.459961
	Iteration 28Q: 3 clusters Score -773444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -773444.937500 Penalty: 4525.459961
	Iteration 29F: 3 clusters Score -773444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -393045.718750 Penalty: 2111.618408
	Iteration 0F: 2 clusters Score -393045.7 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 2462 members 
Entering Unmasked Estep 
Score: -388554.656250 Penalty: 4223.236816
	Iteration 0F: 3 clusters Score -388554.7 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -389623.343750 Penalty: 4223.236816
	Iteration 1F: 3 clusters Score -389623.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -389798.562500 Penalty: 4223.236816
	Iteration 2F: 3 clusters Score -389798.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -389928.812500 Penalty: 4223.236816
	Iteration 3Q: 3 clusters Score -389928.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -390032.750000 Penalty: 4223.236816
	Iteration 4Q: 3 clusters Score -390032.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -390118.625000 Penalty: 4223.236816
	Iteration 5Q: 3 clusters Score -390118.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -390206.468750 Penalty: 4223.236816
	Iteration 6Q: 3 clusters Score -390206.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -390279.968750 Penalty: 4223.236816
	Iteration 7Q: 3 clusters Score -390280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -390336.437500 Penalty: 4223.236816
	Iteration 8Q: 3 clusters Score -390336.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -390380.031250 Penalty: 4223.236816
	Iteration 9Q: 3 clusters Score -390380 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -390420.750000 Penalty: 4223.236816
	Iteration 10Q: 3 clusters Score -390420.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -390457.718750 Penalty: 4223.236816
	Iteration 11Q: 3 clusters Score -390457.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -390493.187500 Penalty: 4223.236816
	Iteration 12Q: 3 clusters Score -390493.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -390530.093750 Penalty: 4223.236816
	Iteration 13Q: 3 clusters Score -390530.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -390570.625000 Penalty: 4223.236816
	Iteration 14Q: 3 clusters Score -390570.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -390613.531250 Penalty: 4223.236816
	Iteration 15Q: 3 clusters Score -390613.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -390653.250000 Penalty: 4223.236816
	Iteration 16Q: 3 clusters Score -390653.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -390694.593750 Penalty: 4223.236816
	Iteration 17Q: 3 clusters Score -390694.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -390733.375000 Penalty: 4223.236816
	Iteration 18Q: 3 clusters Score -390733.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -390783.125000 Penalty: 4223.236816
	Iteration 19Q: 3 clusters Score -390783.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -390832.750000 Penalty: 4223.236816
	Iteration 20F: 3 clusters Score -390832.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -390898.437500 Penalty: 4223.236816
	Iteration 21Q: 3 clusters Score -390898.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -390974.375000 Penalty: 4223.236816
	Iteration 22Q: 3 clusters Score -390974.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -391051.000000 Penalty: 4223.236816
	Iteration 23Q: 3 clusters Score -391051 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -391109.437500 Penalty: 4223.236816
	Iteration 24Q: 3 clusters Score -391109.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -391145.093750 Penalty: 4223.236816
	Iteration 25Q: 3 clusters Score -391145.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -391176.562500 Penalty: 4223.236816
	Iteration 26Q: 3 clusters Score -391176.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -391199.687500 Penalty: 4223.236816
	Iteration 27Q: 3 clusters Score -391199.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -391224.843750 Penalty: 4223.236816
	Iteration 28Q: 3 clusters Score -391224.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -391241.687500 Penalty: 4223.236816
	Iteration 29Q: 3 clusters Score -391241.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -391255.812500 Penalty: 4223.236816
	Iteration 30Q: 3 clusters Score -391255.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -391272.656250 Penalty: 4223.236816
	Iteration 31Q: 3 clusters Score -391272.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -391295.812500 Penalty: 4223.236816
	Iteration 32Q: 3 clusters Score -391295.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -391313.531250 Penalty: 4223.236816
	Iteration 33Q: 3 clusters Score -391313.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -391328.125000 Penalty: 4223.236816
	Iteration 34Q: 3 clusters Score -391328.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -391337.968750 Penalty: 4223.236816
	Iteration 35Q: 3 clusters Score -391338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -391348.218750 Penalty: 4223.236816
	Iteration 36Q: 3 clusters Score -391348.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -391353.718750 Penalty: 4223.236816
	Iteration 37Q: 3 clusters Score -391353.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -391361.593750 Penalty: 4223.236816
	Iteration 38Q: 3 clusters Score -391361.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -391368.062500 Penalty: 4223.236816
	Iteration 39Q: 3 clusters Score -391368.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -391375.125000 Penalty: 4223.236816
	Iteration 40F: 3 clusters Score -391375.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -391380.531250 Penalty: 4223.236816
	Iteration 41Q: 3 clusters Score -391380.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -391385.250000 Penalty: 4223.236816
	Iteration 42Q: 3 clusters Score -391385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -391389.093750 Penalty: 4223.236816
	Iteration 43Q: 3 clusters Score -391389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -391391.406250 Penalty: 4223.236816
	Iteration 44Q: 3 clusters Score -391391.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -391393.718750 Penalty: 4223.236816
	Iteration 45Q: 3 clusters Score -391393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -391397.031250 Penalty: 4223.236816
	Iteration 46Q: 3 clusters Score -391397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -391399.593750 Penalty: 4223.236816
	Iteration 47Q: 3 clusters Score -391399.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -391404.437500 Penalty: 4223.236816
	Iteration 48Q: 3 clusters Score -391404.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -391409.437500 Penalty: 4223.236816
	Iteration 49Q: 3 clusters Score -391409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -391411.218750 Penalty: 4223.236816
	Iteration 50Q: 3 clusters Score -391411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -391413.718750 Penalty: 4223.236816
	Iteration 51Q: 3 clusters Score -391413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -391414.718750 Penalty: 4223.236816
	Iteration 52Q: 3 clusters Score -391414.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -391416.187500 Penalty: 4223.236816
	Iteration 53Q: 3 clusters Score -391416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -391417.500000 Penalty: 4223.236816
	Iteration 54Q: 3 clusters Score -391417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -391418.062500 Penalty: 4223.236816
	Iteration 55Q: 3 clusters Score -391418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -391418.062500 Penalty: 4223.236816
	Iteration 56F: 3 clusters Score -391418.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Entering Unmasked Estep 
Score: -1021431.187500 Penalty: 2321.442383
	Iteration 0F: 2 clusters Score -1021431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1012771.562500 Penalty: 4642.884766
	Iteration 0F: 3 clusters Score -1012772 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1015326.562500 Penalty: 4642.884766
	Iteration 1F: 3 clusters Score -1015327 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1015636.687500 Penalty: 4642.884766
	Iteration 2F: 3 clusters Score -1015637 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1015906.187500 Penalty: 4642.884766
	Iteration 3F: 3 clusters Score -1015906 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1016139.500000 Penalty: 4642.884766
	Iteration 4Q: 3 clusters Score -1016140 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1016382.062500 Penalty: 4642.884766
	Iteration 5Q: 3 clusters Score -1016382 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1016641.312500 Penalty: 4642.884766
	Iteration 6Q: 3 clusters Score -1016641 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1016908.312500 Penalty: 4642.884766
	Iteration 7Q: 3 clusters Score -1016908 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1017197.812500 Penalty: 4642.884766
	Iteration 8Q: 3 clusters Score -1017198 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1017511.687500 Penalty: 4642.884766
	Iteration 9Q: 3 clusters Score -1017512 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1017846.687500 Penalty: 4642.884766
	Iteration 10Q: 3 clusters Score -1017847 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1018205.687500 Penalty: 4642.884766
	Iteration 11Q: 3 clusters Score -1018206 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1018535.500000 Penalty: 4642.884766
	Iteration 12Q: 3 clusters Score -1018536 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1018834.750000 Penalty: 4642.884766
	Iteration 13Q: 3 clusters Score -1018835 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1019078.000000 Penalty: 4642.884766
	Iteration 14Q: 3 clusters Score -1019078 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1019223.375000 Penalty: 4642.884766
	Iteration 15Q: 3 clusters Score -1019223 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1019338.250000 Penalty: 4642.884766
	Iteration 16Q: 3 clusters Score -1019338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1019435.687500 Penalty: 4642.884766
	Iteration 17Q: 3 clusters Score -1019436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1019536.437500 Penalty: 4642.884766
	Iteration 18Q: 3 clusters Score -1019536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1019600.125000 Penalty: 4642.884766
	Iteration 19Q: 3 clusters Score -1019600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1019643.250000 Penalty: 4642.884766
	Iteration 20F: 3 clusters Score -1019643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1019665.687500 Penalty: 4642.884766
	Iteration 21Q: 3 clusters Score -1019666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1019686.750000 Penalty: 4642.884766
	Iteration 22Q: 3 clusters Score -1019687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1019697.125000 Penalty: 4642.884766
	Iteration 23Q: 3 clusters Score -1019697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1019702.062500 Penalty: 4642.884766
	Iteration 24Q: 3 clusters Score -1019702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1019706.062500 Penalty: 4642.884766
	Iteration 25Q: 3 clusters Score -1019706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1019709.187500 Penalty: 4642.884766
	Iteration 26Q: 3 clusters Score -1019709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1019713.750000 Penalty: 4642.884766
	Iteration 27Q: 3 clusters Score -1019714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1019720.625000 Penalty: 4642.884766
	Iteration 28Q: 3 clusters Score -1019721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1019718.937500 Penalty: 4642.884766
	Iteration 29Q: 3 clusters Score -1019719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1019722.437500 Penalty: 4642.884766
	Iteration 30Q: 3 clusters Score -1019722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1019724.062500 Penalty: 4642.884766
	Iteration 31Q: 3 clusters Score -1019724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1019726.250000 Penalty: 4642.884766
	Iteration 32Q: 3 clusters Score -1019726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1019731.937500 Penalty: 4642.884766
	Iteration 33Q: 3 clusters Score -1019732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1019734.062500 Penalty: 4642.884766
	Iteration 34Q: 3 clusters Score -1019734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1019735.875000 Penalty: 4642.884766
	Iteration 35Q: 3 clusters Score -1019736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1019735.687500 Penalty: 4642.884766
	Iteration 36Q: 3 clusters Score -1019736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1019739.687500 Penalty: 4642.884766
	Iteration 37Q: 3 clusters Score -1019740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1019739.625000 Penalty: 4642.884766
	Iteration 38Q: 3 clusters Score -1019740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1019739.500000 Penalty: 4642.884766
	Iteration 39Q: 3 clusters Score -1019740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1019740.125000 Penalty: 4642.884766
	Iteration 40F: 3 clusters Score -1019740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1019741.750000 Penalty: 4642.884766
	Iteration 41Q: 3 clusters Score -1019742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1019741.937500 Penalty: 4642.884766
	Iteration 42Q: 3 clusters Score -1019742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1019741.937500 Penalty: 4642.884766
	Iteration 43F: 3 clusters Score -1019742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Entering Unmasked Estep 
Score: -1725351.625000 Penalty: 2467.822266
	Iteration 0F: 2 clusters Score -1725352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1710771.000000 Penalty: 4935.644531
	Iteration 0F: 3 clusters Score -1710771 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1715989.750000 Penalty: 4935.644531
	Iteration 1F: 3 clusters Score -1715990 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1716673.375000 Penalty: 4935.644531
	Iteration 2F: 3 clusters Score -1716673 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1717400.625000 Penalty: 4935.644531
	Iteration 3F: 3 clusters Score -1717401 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1718321.000000 Penalty: 4935.644531
	Iteration 4F: 3 clusters Score -1718321 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1719492.125000 Penalty: 4935.644531
	Iteration 5F: 3 clusters Score -1719492 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1720926.625000 Penalty: 4935.644531
	Iteration 6F: 3 clusters Score -1720927 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1722227.000000 Penalty: 4935.644531
	Iteration 7F: 3 clusters Score -1722227 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1722968.750000 Penalty: 4935.644531
	Iteration 8F: 3 clusters Score -1722969 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1723284.000000 Penalty: 4935.644531
	Iteration 9Q: 3 clusters Score -1723284 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1723433.375000 Penalty: 4935.644531
	Iteration 10Q: 3 clusters Score -1723433 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1723499.125000 Penalty: 4935.644531
	Iteration 11Q: 3 clusters Score -1723499 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1723541.750000 Penalty: 4935.644531
	Iteration 12Q: 3 clusters Score -1723542 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1723571.500000 Penalty: 4935.644531
	Iteration 13Q: 3 clusters Score -1723572 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1723605.625000 Penalty: 4935.644531
	Iteration 14Q: 3 clusters Score -1723606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1723625.375000 Penalty: 4935.644531
	Iteration 15Q: 3 clusters Score -1723625 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1723640.250000 Penalty: 4935.644531
	Iteration 16Q: 3 clusters Score -1723640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1723647.375000 Penalty: 4935.644531
	Iteration 17Q: 3 clusters Score -1723647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1723658.250000 Penalty: 4935.644531
	Iteration 18Q: 3 clusters Score -1723658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1723666.375000 Penalty: 4935.644531
	Iteration 19Q: 3 clusters Score -1723666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1723668.750000 Penalty: 4935.644531
	Iteration 20F: 3 clusters Score -1723669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1723681.250000 Penalty: 4935.644531
	Iteration 21Q: 3 clusters Score -1723681 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1723689.125000 Penalty: 4935.644531
	Iteration 22Q: 3 clusters Score -1723689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1723695.750000 Penalty: 4935.644531
	Iteration 23Q: 3 clusters Score -1723696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1723702.375000 Penalty: 4935.644531
	Iteration 24Q: 3 clusters Score -1723702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1723713.125000 Penalty: 4935.644531
	Iteration 25Q: 3 clusters Score -1723713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1723718.750000 Penalty: 4935.644531
	Iteration 26Q: 3 clusters Score -1723719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1723732.875000 Penalty: 4935.644531
	Iteration 27Q: 3 clusters Score -1723733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1723747.875000 Penalty: 4935.644531
	Iteration 28Q: 3 clusters Score -1723748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1723755.375000 Penalty: 4935.644531
	Iteration 29Q: 3 clusters Score -1723755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1723767.500000 Penalty: 4935.644531
	Iteration 30Q: 3 clusters Score -1723768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1723777.625000 Penalty: 4935.644531
	Iteration 31Q: 3 clusters Score -1723778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1723783.125000 Penalty: 4935.644531
	Iteration 32Q: 3 clusters Score -1723783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1723794.250000 Penalty: 4935.644531
	Iteration 33Q: 3 clusters Score -1723794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1723804.375000 Penalty: 4935.644531
	Iteration 34Q: 3 clusters Score -1723804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1723816.750000 Penalty: 4935.644531
	Iteration 35Q: 3 clusters Score -1723817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1723824.125000 Penalty: 4935.644531
	Iteration 36Q: 3 clusters Score -1723824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1723830.750000 Penalty: 4935.644531
	Iteration 37Q: 3 clusters Score -1723831 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1723845.125000 Penalty: 4935.644531
	Iteration 38Q: 3 clusters Score -1723845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1723847.625000 Penalty: 4935.644531
	Iteration 39Q: 3 clusters Score -1723848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1723854.125000 Penalty: 4935.644531
	Iteration 40F: 3 clusters Score -1723854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1723866.375000 Penalty: 4935.644531
	Iteration 41Q: 3 clusters Score -1723866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1723862.375000 Penalty: 4935.644531
	Iteration 42Q: 3 clusters Score -1723862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1723863.250000 Penalty: 4935.644531
	Iteration 43Q: 3 clusters Score -1723863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1723874.500000 Penalty: 4935.644531
	Iteration 44Q: 3 clusters Score -1723874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1723877.625000 Penalty: 4935.644531
	Iteration 45Q: 3 clusters Score -1723878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1723884.125000 Penalty: 4935.644531
	Iteration 46Q: 3 clusters Score -1723884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1723895.625000 Penalty: 4935.644531
	Iteration 47Q: 3 clusters Score -1723896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1723892.750000 Penalty: 4935.644531
	Iteration 48Q: 3 clusters Score -1723893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1723898.125000 Penalty: 4935.644531
	Iteration 49Q: 3 clusters Score -1723898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1723900.250000 Penalty: 4935.644531
	Iteration 50Q: 3 clusters Score -1723900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1723898.250000 Penalty: 4935.644531
	Iteration 51Q: 3 clusters Score -1723898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1723899.250000 Penalty: 4935.644531
	Iteration 52Q: 3 clusters Score -1723899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1723906.125000 Penalty: 4935.644531
	Iteration 53Q: 3 clusters Score -1723906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1723897.500000 Penalty: 4935.644531
	Iteration 54Q: 3 clusters Score -1723898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1723900.375000 Penalty: 4935.644531
	Iteration 55Q: 3 clusters Score -1723900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1723904.125000 Penalty: 4935.644531
	Iteration 56Q: 3 clusters Score -1723904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1723907.125000 Penalty: 4935.644531
	Iteration 57Q: 3 clusters Score -1723907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1723913.500000 Penalty: 4935.644531
	Iteration 58Q: 3 clusters Score -1723914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1723916.750000 Penalty: 4935.644531
	Iteration 59Q: 3 clusters Score -1723917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1723917.000000 Penalty: 4935.644531
	Iteration 60F: 3 clusters Score -1723917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1723920.250000 Penalty: 4935.644531
	Iteration 61Q: 3 clusters Score -1723920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1723924.875000 Penalty: 4935.644531
	Iteration 62Q: 3 clusters Score -1723925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1723926.875000 Penalty: 4935.644531
	Iteration 63Q: 3 clusters Score -1723927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1723924.250000 Penalty: 4935.644531
	Iteration 64Q: 3 clusters Score -1723924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1723929.000000 Penalty: 4935.644531
	Iteration 65Q: 3 clusters Score -1723929 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13741 members 
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Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 7222 members 
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	Iteration 67Q: 3 clusters Score -1723929 nChanged 6
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Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 7216 members 
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	Iteration 68Q: 3 clusters Score -1723929 nChanged 9
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Mstep: Class 1 contains 13764 members 
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	Iteration 69Q: 3 clusters Score -1723933 nChanged 7
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Mstep: Class 1 contains 13771 members 
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	Iteration 70Q: 3 clusters Score -1723935 nChanged 4
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Mstep: Class 1 contains 13775 members 
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Mstep: Class 1 contains 13784 members 
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	Iteration 72Q: 3 clusters Score -1723939 nChanged 6
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Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 7181 members 
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	Iteration 73Q: 3 clusters Score -1723941 nChanged 5
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Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 7176 members 
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Mstep: Class 1 contains 13808 members 
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Mstep: Class 1 contains 13822 members 
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	Iteration 76Q: 3 clusters Score -1723940 nChanged 11
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Mstep: Class 1 contains 13833 members 
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Mstep: Class 1 contains 13844 members 
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Mstep: Class 1 contains 13855 members 
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Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 7108 members 
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	Iteration 80F: 3 clusters Score -1723949 nChanged 12
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Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 7098 members 
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Mstep: Class 1 contains 13891 members 
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Mstep: Class 1 contains 13907 members 
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Mstep: Class 1 contains 13925 members 
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Mstep: Class 1 contains 13945 members 
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Mstep: Class 1 contains 13981 members 
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Mstep: Class 1 contains 14003 members 
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Mstep: Class 1 contains 14024 members 
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Mstep: Class 1 contains 14150 members 
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Mstep: Class 1 contains 15721 members 
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Mstep: Class 1 contains 15912 members 
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Mstep: Class 1 contains 15958 members 
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Mstep: Class 1 contains 16165 members 
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	Iteration 155Q: 3 clusters Score -1724538 nChanged 47
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	Iteration 157Q: 3 clusters Score -1724551 nChanged 29
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Score: -1724552.500000 Penalty: 4935.644531
	Iteration 158Q: 3 clusters Score -1724552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1724557.750000 Penalty: 4935.644531
	Iteration 159Q: 3 clusters Score -1724558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1724560.375000 Penalty: 4935.644531
	Iteration 160F: 3 clusters Score -1724560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1724563.375000 Penalty: 4935.644531
	Iteration 161Q: 3 clusters Score -1724563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1724564.500000 Penalty: 4935.644531
	Iteration 162Q: 3 clusters Score -1724564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1724564.500000 Penalty: 4935.644531
	Iteration 163Q: 3 clusters Score -1724564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1724565.500000 Penalty: 4935.644531
	Iteration 164Q: 3 clusters Score -1724566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1724567.750000 Penalty: 4935.644531
	Iteration 165Q: 3 clusters Score -1724568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1724566.750000 Penalty: 4935.644531
	Iteration 166Q: 3 clusters Score -1724567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1724566.750000 Penalty: 4935.644531
	Iteration 167Q: 3 clusters Score -1724567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1724569.625000 Penalty: 4935.644531
	Iteration 168Q: 3 clusters Score -1724570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1724574.500000 Penalty: 4935.644531
	Iteration 169Q: 3 clusters Score -1724574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1724577.125000 Penalty: 4935.644531
	Iteration 170Q: 3 clusters Score -1724577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1724582.250000 Penalty: 4935.644531
	Iteration 171Q: 3 clusters Score -1724582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1724583.125000 Penalty: 4935.644531
	Iteration 172Q: 3 clusters Score -1724583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1724583.875000 Penalty: 4935.644531
	Iteration 173Q: 3 clusters Score -1724584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1724583.625000 Penalty: 4935.644531
	Iteration 174Q: 3 clusters Score -1724584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1724578.125000 Penalty: 4935.644531
	Iteration 175Q: 3 clusters Score -1724578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1724580.500000 Penalty: 4935.644531
	Iteration 176Q: 3 clusters Score -1724580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1724586.000000 Penalty: 4935.644531
	Iteration 177Q: 3 clusters Score -1724586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1724584.875000 Penalty: 4935.644531
	Iteration 178Q: 3 clusters Score -1724585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1724585.375000 Penalty: 4935.644531
	Iteration 179Q: 3 clusters Score -1724585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1724585.375000 Penalty: 4935.644531
	Iteration 180F: 3 clusters Score -1724585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Entering Unmasked Estep 
Score: -661445.875000 Penalty: 2249.855469
	Iteration 0F: 2 clusters Score -661445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -654630.187500 Penalty: 4499.710938
	Iteration 0F: 3 clusters Score -654630.2 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -656606.250000 Penalty: 4499.710938
	Iteration 1F: 3 clusters Score -656606.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -657055.125000 Penalty: 4499.710938
	Iteration 2F: 3 clusters Score -657055.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -657468.437500 Penalty: 4499.710938
	Iteration 3F: 3 clusters Score -657468.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -657914.250000 Penalty: 4499.710938
	Iteration 4F: 3 clusters Score -657914.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -658338.562500 Penalty: 4499.710938
	Iteration 5F: 3 clusters Score -658338.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -658647.437500 Penalty: 4499.710938
	Iteration 6F: 3 clusters Score -658647.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -658866.437500 Penalty: 4499.710938
	Iteration 7Q: 3 clusters Score -658866.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -659061.875000 Penalty: 4499.710938
	Iteration 8Q: 3 clusters Score -659061.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -659199.812500 Penalty: 4499.710938
	Iteration 9Q: 3 clusters Score -659199.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -659289.625000 Penalty: 4499.710938
	Iteration 10Q: 3 clusters Score -659289.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -659358.062500 Penalty: 4499.710938
	Iteration 11Q: 3 clusters Score -659358.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -659398.437500 Penalty: 4499.710938
	Iteration 12Q: 3 clusters Score -659398.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -659428.875000 Penalty: 4499.710938
	Iteration 13Q: 3 clusters Score -659428.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -659456.250000 Penalty: 4499.710938
	Iteration 14Q: 3 clusters Score -659456.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -659485.250000 Penalty: 4499.710938
	Iteration 15Q: 3 clusters Score -659485.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -659508.875000 Penalty: 4499.710938
	Iteration 16Q: 3 clusters Score -659508.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -659535.625000 Penalty: 4499.710938
	Iteration 17Q: 3 clusters Score -659535.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -659548.375000 Penalty: 4499.710938
	Iteration 18Q: 3 clusters Score -659548.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -659562.562500 Penalty: 4499.710938
	Iteration 19Q: 3 clusters Score -659562.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -659573.750000 Penalty: 4499.710938
	Iteration 20F: 3 clusters Score -659573.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -659593.687500 Penalty: 4499.710938
	Iteration 21Q: 3 clusters Score -659593.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -659612.937500 Penalty: 4499.710938
	Iteration 22Q: 3 clusters Score -659612.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -659628.625000 Penalty: 4499.710938
	Iteration 23Q: 3 clusters Score -659628.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -659643.187500 Penalty: 4499.710938
	Iteration 24Q: 3 clusters Score -659643.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -659660.125000 Penalty: 4499.710938
	Iteration 25Q: 3 clusters Score -659660.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -659686.250000 Penalty: 4499.710938
	Iteration 26Q: 3 clusters Score -659686.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -659710.375000 Penalty: 4499.710938
	Iteration 27Q: 3 clusters Score -659710.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -659741.187500 Penalty: 4499.710938
	Iteration 28Q: 3 clusters Score -659741.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -659773.312500 Penalty: 4499.710938
	Iteration 29Q: 3 clusters Score -659773.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -659808.687500 Penalty: 4499.710938
	Iteration 30Q: 3 clusters Score -659808.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -659855.875000 Penalty: 4499.710938
	Iteration 31Q: 3 clusters Score -659855.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -659925.875000 Penalty: 4499.710938
	Iteration 32Q: 3 clusters Score -659925.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -660041.125000 Penalty: 4499.710938
	Iteration 33Q: 3 clusters Score -660041.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -660153.375000 Penalty: 4499.710938
	Iteration 34Q: 3 clusters Score -660153.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -660225.562500 Penalty: 4499.710938
	Iteration 35Q: 3 clusters Score -660225.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -660279.625000 Penalty: 4499.710938
	Iteration 36Q: 3 clusters Score -660279.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -660318.937500 Penalty: 4499.710938
	Iteration 37Q: 3 clusters Score -660318.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -660351.375000 Penalty: 4499.710938
	Iteration 38Q: 3 clusters Score -660351.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -660373.375000 Penalty: 4499.710938
	Iteration 39Q: 3 clusters Score -660373.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -660388.437500 Penalty: 4499.710938
	Iteration 40F: 3 clusters Score -660388.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -660407.812500 Penalty: 4499.710938
	Iteration 41Q: 3 clusters Score -660407.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -660423.062500 Penalty: 4499.710938
	Iteration 42Q: 3 clusters Score -660423.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -660434.437500 Penalty: 4499.710938
	Iteration 43Q: 3 clusters Score -660434.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -660443.125000 Penalty: 4499.710938
	Iteration 44Q: 3 clusters Score -660443.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -660456.875000 Penalty: 4499.710938
	Iteration 45Q: 3 clusters Score -660456.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -660468.312500 Penalty: 4499.710938
	Iteration 46Q: 3 clusters Score -660468.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -660477.062500 Penalty: 4499.710938
	Iteration 47Q: 3 clusters Score -660477.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -660481.875000 Penalty: 4499.710938
	Iteration 48Q: 3 clusters Score -660481.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -660487.062500 Penalty: 4499.710938
	Iteration 49Q: 3 clusters Score -660487.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -660489.687500 Penalty: 4499.710938
	Iteration 50Q: 3 clusters Score -660489.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -660494.125000 Penalty: 4499.710938
	Iteration 51Q: 3 clusters Score -660494.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -660498.125000 Penalty: 4499.710938
	Iteration 52Q: 3 clusters Score -660498.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -660499.750000 Penalty: 4499.710938
	Iteration 53Q: 3 clusters Score -660499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -660504.062500 Penalty: 4499.710938
	Iteration 54Q: 3 clusters Score -660504.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -660507.437500 Penalty: 4499.710938
	Iteration 55Q: 3 clusters Score -660507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -660510.625000 Penalty: 4499.710938
	Iteration 56Q: 3 clusters Score -660510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -660512.687500 Penalty: 4499.710938
	Iteration 57Q: 3 clusters Score -660512.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -660513.625000 Penalty: 4499.710938
	Iteration 58Q: 3 clusters Score -660513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -660513.812500 Penalty: 4499.710938
	Iteration 59Q: 3 clusters Score -660513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -660514.250000 Penalty: 4499.710938
	Iteration 60F: 3 clusters Score -660514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -660515.500000 Penalty: 4499.710938
	Iteration 61Q: 3 clusters Score -660515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -660516.500000 Penalty: 4499.710938
	Iteration 62Q: 3 clusters Score -660516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -660518.125000 Penalty: 4499.710938
	Iteration 63Q: 3 clusters Score -660518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -660518.187500 Penalty: 4499.710938
	Iteration 64Q: 3 clusters Score -660518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -660521.687500 Penalty: 4499.710938
	Iteration 65Q: 3 clusters Score -660521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -660521.375000 Penalty: 4499.710938
	Iteration 66Q: 3 clusters Score -660521.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -660522.937500 Penalty: 4499.710938
	Iteration 67Q: 3 clusters Score -660522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -660527.562500 Penalty: 4499.710938
	Iteration 68Q: 3 clusters Score -660527.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -660531.875000 Penalty: 4499.710938
	Iteration 69Q: 3 clusters Score -660531.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -660536.625000 Penalty: 4499.710938
	Iteration 70Q: 3 clusters Score -660536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -660542.625000 Penalty: 4499.710938
	Iteration 71Q: 3 clusters Score -660542.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -660547.312500 Penalty: 4499.710938
	Iteration 72Q: 3 clusters Score -660547.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -660548.625000 Penalty: 4499.710938
	Iteration 73Q: 3 clusters Score -660548.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -660552.062500 Penalty: 4499.710938
	Iteration 74Q: 3 clusters Score -660552.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -660556.812500 Penalty: 4499.710938
	Iteration 75Q: 3 clusters Score -660556.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -660561.937500 Penalty: 4499.710938
	Iteration 76Q: 3 clusters Score -660561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -660566.312500 Penalty: 4499.710938
	Iteration 77Q: 3 clusters Score -660566.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -660575.062500 Penalty: 4499.710938
	Iteration 78Q: 3 clusters Score -660575.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -660579.812500 Penalty: 4499.710938
	Iteration 79Q: 3 clusters Score -660579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -660582.500000 Penalty: 4499.710938
	Iteration 80F: 3 clusters Score -660582.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -660588.625000 Penalty: 4499.710938
	Iteration 81Q: 3 clusters Score -660588.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -660590.562500 Penalty: 4499.710938
	Iteration 82Q: 3 clusters Score -660590.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -660594.312500 Penalty: 4499.710938
	Iteration 83Q: 3 clusters Score -660594.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -660599.000000 Penalty: 4499.710938
	Iteration 84Q: 3 clusters Score -660599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -660604.187500 Penalty: 4499.710938
	Iteration 85Q: 3 clusters Score -660604.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -660607.750000 Penalty: 4499.710938
	Iteration 86Q: 3 clusters Score -660607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -660608.937500 Penalty: 4499.710938
	Iteration 87Q: 3 clusters Score -660608.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -660609.750000 Penalty: 4499.710938
	Iteration 88Q: 3 clusters Score -660609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -660610.687500 Penalty: 4499.710938
	Iteration 89Q: 3 clusters Score -660610.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -660609.875000 Penalty: 4499.710938
	Iteration 90Q: 3 clusters Score -660609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -660610.937500 Penalty: 4499.710938
	Iteration 91Q: 3 clusters Score -660610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -660610.937500 Penalty: 4499.710938
	Iteration 92F: 3 clusters Score -660610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Entering Unmasked Estep 
Score: -1353331.125000 Penalty: 2412.884277
	Iteration 0F: 2 clusters Score -1353331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1341373.125000 Penalty: 4825.768555
	Iteration 0F: 3 clusters Score -1341373 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1345358.750000 Penalty: 4825.768555
	Iteration 1F: 3 clusters Score -1345359 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1345867.750000 Penalty: 4825.768555
	Iteration 2F: 3 clusters Score -1345868 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1346298.000000 Penalty: 4825.768555
	Iteration 3F: 3 clusters Score -1346298 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1346733.000000 Penalty: 4825.768555
	Iteration 4F: 3 clusters Score -1346733 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1347209.625000 Penalty: 4825.768555
	Iteration 5F: 3 clusters Score -1347210 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1347716.000000 Penalty: 4825.768555
	Iteration 6Q: 3 clusters Score -1347716 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1348293.250000 Penalty: 4825.768555
	Iteration 7F: 3 clusters Score -1348293 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1348859.000000 Penalty: 4825.768555
	Iteration 8Q: 3 clusters Score -1348859 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1349354.625000 Penalty: 4825.768555
	Iteration 9Q: 3 clusters Score -1349355 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1349766.125000 Penalty: 4825.768555
	Iteration 10Q: 3 clusters Score -1349766 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1350104.000000 Penalty: 4825.768555
	Iteration 11Q: 3 clusters Score -1350104 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1350344.500000 Penalty: 4825.768555
	Iteration 12Q: 3 clusters Score -1350344 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1350522.000000 Penalty: 4825.768555
	Iteration 13Q: 3 clusters Score -1350522 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1350629.250000 Penalty: 4825.768555
	Iteration 14Q: 3 clusters Score -1350629 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1350700.875000 Penalty: 4825.768555
	Iteration 15Q: 3 clusters Score -1350701 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1350739.500000 Penalty: 4825.768555
	Iteration 16Q: 3 clusters Score -1350740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1350775.875000 Penalty: 4825.768555
	Iteration 17Q: 3 clusters Score -1350776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1350806.500000 Penalty: 4825.768555
	Iteration 18Q: 3 clusters Score -1350806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1350832.500000 Penalty: 4825.768555
	Iteration 19Q: 3 clusters Score -1350832 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1350862.625000 Penalty: 4825.768555
	Iteration 20F: 3 clusters Score -1350863 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1350890.625000 Penalty: 4825.768555
	Iteration 21Q: 3 clusters Score -1350891 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1350915.875000 Penalty: 4825.768555
	Iteration 22Q: 3 clusters Score -1350916 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1350944.125000 Penalty: 4825.768555
	Iteration 23Q: 3 clusters Score -1350944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1350973.750000 Penalty: 4825.768555
	Iteration 24Q: 3 clusters Score -1350974 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1350989.250000 Penalty: 4825.768555
	Iteration 25Q: 3 clusters Score -1350989 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1351024.000000 Penalty: 4825.768555
	Iteration 26Q: 3 clusters Score -1351024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1351041.625000 Penalty: 4825.768555
	Iteration 27Q: 3 clusters Score -1351042 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1351058.500000 Penalty: 4825.768555
	Iteration 28Q: 3 clusters Score -1351058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1351070.750000 Penalty: 4825.768555
	Iteration 29Q: 3 clusters Score -1351071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1351083.875000 Penalty: 4825.768555
	Iteration 30Q: 3 clusters Score -1351084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1351088.125000 Penalty: 4825.768555
	Iteration 31Q: 3 clusters Score -1351088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1351093.375000 Penalty: 4825.768555
	Iteration 32Q: 3 clusters Score -1351093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1351095.375000 Penalty: 4825.768555
	Iteration 33Q: 3 clusters Score -1351095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1351102.000000 Penalty: 4825.768555
	Iteration 34Q: 3 clusters Score -1351102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1351106.500000 Penalty: 4825.768555
	Iteration 35Q: 3 clusters Score -1351106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1351113.500000 Penalty: 4825.768555
	Iteration 36Q: 3 clusters Score -1351114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1351114.250000 Penalty: 4825.768555
	Iteration 37Q: 3 clusters Score -1351114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1351121.750000 Penalty: 4825.768555
	Iteration 38Q: 3 clusters Score -1351122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1351127.750000 Penalty: 4825.768555
	Iteration 39Q: 3 clusters Score -1351128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1351126.375000 Penalty: 4825.768555
	Iteration 40F: 3 clusters Score -1351126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1351126.500000 Penalty: 4825.768555
	Iteration 41Q: 3 clusters Score -1351126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1351127.875000 Penalty: 4825.768555
	Iteration 42Q: 3 clusters Score -1351128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1351130.500000 Penalty: 4825.768555
	Iteration 43Q: 3 clusters Score -1351130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1351134.125000 Penalty: 4825.768555
	Iteration 44Q: 3 clusters Score -1351134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1351133.250000 Penalty: 4825.768555
	Iteration 45Q: 3 clusters Score -1351133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1351134.625000 Penalty: 4825.768555
	Iteration 46Q: 3 clusters Score -1351135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1351135.750000 Penalty: 4825.768555
	Iteration 47Q: 3 clusters Score -1351136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1351134.125000 Penalty: 4825.768555
	Iteration 48Q: 3 clusters Score -1351134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1351134.125000 Penalty: 4825.768555
	Iteration 49F: 3 clusters Score -1351134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -406057.312500 Penalty: 2093.572021
	Iteration 0F: 2 clusters Score -406057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -401695.562500 Penalty: 4187.144043
	Iteration 0F: 3 clusters Score -401695.6 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -402718.500000 Penalty: 4187.144043
	Iteration 1F: 3 clusters Score -402718.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -402927.968750 Penalty: 4187.144043
	Iteration 2F: 3 clusters Score -402928 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -403034.031250 Penalty: 4187.144043
	Iteration 3Q: 3 clusters Score -403034 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -403093.968750 Penalty: 4187.144043
	Iteration 4Q: 3 clusters Score -403094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -403147.687500 Penalty: 4187.144043
	Iteration 5Q: 3 clusters Score -403147.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -403183.218750 Penalty: 4187.144043
	Iteration 6Q: 3 clusters Score -403183.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -403209.281250 Penalty: 4187.144043
	Iteration 7Q: 3 clusters Score -403209.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -403233.437500 Penalty: 4187.144043
	Iteration 8Q: 3 clusters Score -403233.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -403248.906250 Penalty: 4187.144043
	Iteration 9Q: 3 clusters Score -403248.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -403261.250000 Penalty: 4187.144043
	Iteration 10Q: 3 clusters Score -403261.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -403270.218750 Penalty: 4187.144043
	Iteration 11Q: 3 clusters Score -403270.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -403276.906250 Penalty: 4187.144043
	Iteration 12Q: 3 clusters Score -403276.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -403282.125000 Penalty: 4187.144043
	Iteration 13Q: 3 clusters Score -403282.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -403288.593750 Penalty: 4187.144043
	Iteration 14Q: 3 clusters Score -403288.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -403292.375000 Penalty: 4187.144043
	Iteration 15Q: 3 clusters Score -403292.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -403296.718750 Penalty: 4187.144043
	Iteration 16Q: 3 clusters Score -403296.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -403297.812500 Penalty: 4187.144043
	Iteration 17Q: 3 clusters Score -403297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -403301.968750 Penalty: 4187.144043
	Iteration 18Q: 3 clusters Score -403302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -403306.093750 Penalty: 4187.144043
	Iteration 19Q: 3 clusters Score -403306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -403307.656250 Penalty: 4187.144043
	Iteration 20F: 3 clusters Score -403307.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -403313.281250 Penalty: 4187.144043
	Iteration 21Q: 3 clusters Score -403313.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -403317.312500 Penalty: 4187.144043
	Iteration 22Q: 3 clusters Score -403317.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -403319.906250 Penalty: 4187.144043
	Iteration 23Q: 3 clusters Score -403319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -403324.125000 Penalty: 4187.144043
	Iteration 24Q: 3 clusters Score -403324.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -403326.312500 Penalty: 4187.144043
	Iteration 25Q: 3 clusters Score -403326.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -403333.000000 Penalty: 4187.144043
	Iteration 26Q: 3 clusters Score -403333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -403340.468750 Penalty: 4187.144043
	Iteration 27Q: 3 clusters Score -403340.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -403348.593750 Penalty: 4187.144043
	Iteration 28Q: 3 clusters Score -403348.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -403357.687500 Penalty: 4187.144043
	Iteration 29Q: 3 clusters Score -403357.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -403364.687500 Penalty: 4187.144043
	Iteration 30Q: 3 clusters Score -403364.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -403369.843750 Penalty: 4187.144043
	Iteration 31Q: 3 clusters Score -403369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -403374.187500 Penalty: 4187.144043
	Iteration 32Q: 3 clusters Score -403374.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -403380.187500 Penalty: 4187.144043
	Iteration 33Q: 3 clusters Score -403380.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -403385.656250 Penalty: 4187.144043
	Iteration 34Q: 3 clusters Score -403385.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -403391.156250 Penalty: 4187.144043
	Iteration 35Q: 3 clusters Score -403391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -403397.156250 Penalty: 4187.144043
	Iteration 36Q: 3 clusters Score -403397.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -403402.468750 Penalty: 4187.144043
	Iteration 37Q: 3 clusters Score -403402.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -403405.343750 Penalty: 4187.144043
	Iteration 38Q: 3 clusters Score -403405.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -403410.718750 Penalty: 4187.144043
	Iteration 39Q: 3 clusters Score -403410.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -403417.093750 Penalty: 4187.144043
	Iteration 40F: 3 clusters Score -403417.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -403421.531250 Penalty: 4187.144043
	Iteration 41Q: 3 clusters Score -403421.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -403426.750000 Penalty: 4187.144043
	Iteration 42Q: 3 clusters Score -403426.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -403431.937500 Penalty: 4187.144043
	Iteration 43Q: 3 clusters Score -403431.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -403438.812500 Penalty: 4187.144043
	Iteration 44Q: 3 clusters Score -403438.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -403444.468750 Penalty: 4187.144043
	Iteration 45Q: 3 clusters Score -403444.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -403448.343750 Penalty: 4187.144043
	Iteration 46Q: 3 clusters Score -403448.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -403450.968750 Penalty: 4187.144043
	Iteration 47Q: 3 clusters Score -403451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -403452.500000 Penalty: 4187.144043
	Iteration 48Q: 3 clusters Score -403452.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -403453.781250 Penalty: 4187.144043
	Iteration 49Q: 3 clusters Score -403453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -403454.718750 Penalty: 4187.144043
	Iteration 50Q: 3 clusters Score -403454.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -403456.000000 Penalty: 4187.144043
	Iteration 51Q: 3 clusters Score -403456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -403458.375000 Penalty: 4187.144043
	Iteration 52Q: 3 clusters Score -403458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -403459.500000 Penalty: 4187.144043
	Iteration 53Q: 3 clusters Score -403459.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -403462.375000 Penalty: 4187.144043
	Iteration 54Q: 3 clusters Score -403462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -403463.156250 Penalty: 4187.144043
	Iteration 55Q: 3 clusters Score -403463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -403464.625000 Penalty: 4187.144043
	Iteration 56Q: 3 clusters Score -403464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -403464.875000 Penalty: 4187.144043
	Iteration 57Q: 3 clusters Score -403464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -403465.875000 Penalty: 4187.144043
	Iteration 58Q: 3 clusters Score -403465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -403467.875000 Penalty: 4187.144043
	Iteration 59Q: 3 clusters Score -403467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -403467.968750 Penalty: 4187.144043
	Iteration 60F: 3 clusters Score -403468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -403469.625000 Penalty: 4187.144043
	Iteration 61Q: 3 clusters Score -403469.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -403473.906250 Penalty: 4187.144043
	Iteration 62Q: 3 clusters Score -403473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -403477.437500 Penalty: 4187.144043
	Iteration 63Q: 3 clusters Score -403477.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -403481.250000 Penalty: 4187.144043
	Iteration 64Q: 3 clusters Score -403481.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -403484.468750 Penalty: 4187.144043
	Iteration 65Q: 3 clusters Score -403484.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -403488.468750 Penalty: 4187.144043
	Iteration 66Q: 3 clusters Score -403488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -403492.500000 Penalty: 4187.144043
	Iteration 67Q: 3 clusters Score -403492.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -403495.656250 Penalty: 4187.144043
	Iteration 68Q: 3 clusters Score -403495.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -403496.625000 Penalty: 4187.144043
	Iteration 69Q: 3 clusters Score -403496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -403499.375000 Penalty: 4187.144043
	Iteration 70Q: 3 clusters Score -403499.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -403500.593750 Penalty: 4187.144043
	Iteration 71Q: 3 clusters Score -403500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -403502.625000 Penalty: 4187.144043
	Iteration 72Q: 3 clusters Score -403502.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -403506.000000 Penalty: 4187.144043
	Iteration 73Q: 3 clusters Score -403506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -403510.031250 Penalty: 4187.144043
	Iteration 74Q: 3 clusters Score -403510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -403514.656250 Penalty: 4187.144043
	Iteration 75Q: 3 clusters Score -403514.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -403519.531250 Penalty: 4187.144043
	Iteration 76Q: 3 clusters Score -403519.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -403523.750000 Penalty: 4187.144043
	Iteration 77Q: 3 clusters Score -403523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -403528.156250 Penalty: 4187.144043
	Iteration 78Q: 3 clusters Score -403528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -403531.843750 Penalty: 4187.144043
	Iteration 79Q: 3 clusters Score -403531.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -403535.437500 Penalty: 4187.144043
	Iteration 80F: 3 clusters Score -403535.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -403540.375000 Penalty: 4187.144043
	Iteration 81Q: 3 clusters Score -403540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -403543.875000 Penalty: 4187.144043
	Iteration 82Q: 3 clusters Score -403543.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -403545.750000 Penalty: 4187.144043
	Iteration 83Q: 3 clusters Score -403545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -403548.562500 Penalty: 4187.144043
	Iteration 84Q: 3 clusters Score -403548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -403550.968750 Penalty: 4187.144043
	Iteration 85Q: 3 clusters Score -403551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -403553.750000 Penalty: 4187.144043
	Iteration 86Q: 3 clusters Score -403553.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -403556.437500 Penalty: 4187.144043
	Iteration 87Q: 3 clusters Score -403556.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -403560.406250 Penalty: 4187.144043
	Iteration 88Q: 3 clusters Score -403560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -403565.718750 Penalty: 4187.144043
	Iteration 89Q: 3 clusters Score -403565.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -403571.531250 Penalty: 4187.144043
	Iteration 90Q: 3 clusters Score -403571.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -403580.375000 Penalty: 4187.144043
	Iteration 91Q: 3 clusters Score -403580.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -403586.718750 Penalty: 4187.144043
	Iteration 92Q: 3 clusters Score -403586.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -403594.468750 Penalty: 4187.144043
	Iteration 93Q: 3 clusters Score -403594.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -403601.406250 Penalty: 4187.144043
	Iteration 94Q: 3 clusters Score -403601.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -403607.718750 Penalty: 4187.144043
	Iteration 95Q: 3 clusters Score -403607.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -403618.656250 Penalty: 4187.144043
	Iteration 96Q: 3 clusters Score -403618.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -403628.656250 Penalty: 4187.144043
	Iteration 97Q: 3 clusters Score -403628.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -403636.343750 Penalty: 4187.144043
	Iteration 98Q: 3 clusters Score -403636.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -403646.937500 Penalty: 4187.144043
	Iteration 99Q: 3 clusters Score -403646.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -403653.375000 Penalty: 4187.144043
	Iteration 100F: 3 clusters Score -403653.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -403662.187500 Penalty: 4187.144043
	Iteration 101Q: 3 clusters Score -403662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -403669.718750 Penalty: 4187.144043
	Iteration 102Q: 3 clusters Score -403669.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -403680.468750 Penalty: 4187.144043
	Iteration 103Q: 3 clusters Score -403680.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -403689.593750 Penalty: 4187.144043
	Iteration 104Q: 3 clusters Score -403689.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -403701.750000 Penalty: 4187.144043
	Iteration 105Q: 3 clusters Score -403701.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -403716.500000 Penalty: 4187.144043
	Iteration 106Q: 3 clusters Score -403716.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -403728.156250 Penalty: 4187.144043
	Iteration 107Q: 3 clusters Score -403728.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -403740.500000 Penalty: 4187.144043
	Iteration 108Q: 3 clusters Score -403740.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -403757.500000 Penalty: 4187.144043
	Iteration 109Q: 3 clusters Score -403757.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -403774.531250 Penalty: 4187.144043
	Iteration 110Q: 3 clusters Score -403774.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -403784.562500 Penalty: 4187.144043
	Iteration 111Q: 3 clusters Score -403784.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -403794.031250 Penalty: 4187.144043
	Iteration 112Q: 3 clusters Score -403794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -403805.343750 Penalty: 4187.144043
	Iteration 113Q: 3 clusters Score -403805.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -403819.875000 Penalty: 4187.144043
	Iteration 114Q: 3 clusters Score -403819.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -403838.687500 Penalty: 4187.144043
	Iteration 115Q: 3 clusters Score -403838.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -403864.687500 Penalty: 4187.144043
	Iteration 116Q: 3 clusters Score -403864.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -403886.187500 Penalty: 4187.144043
	Iteration 117Q: 3 clusters Score -403886.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -403909.343750 Penalty: 4187.144043
	Iteration 118Q: 3 clusters Score -403909.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -403938.312500 Penalty: 4187.144043
	Iteration 119Q: 3 clusters Score -403938.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -403963.218750 Penalty: 4187.144043
	Iteration 120F: 3 clusters Score -403963.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -403993.187500 Penalty: 4187.144043
	Iteration 121Q: 3 clusters Score -403993.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -404009.843750 Penalty: 4187.144043
	Iteration 122Q: 3 clusters Score -404009.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -404027.281250 Penalty: 4187.144043
	Iteration 123Q: 3 clusters Score -404027.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -404047.031250 Penalty: 4187.144043
	Iteration 124Q: 3 clusters Score -404047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -404064.437500 Penalty: 4187.144043
	Iteration 125Q: 3 clusters Score -404064.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -404081.531250 Penalty: 4187.144043
	Iteration 126Q: 3 clusters Score -404081.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -404097.375000 Penalty: 4187.144043
	Iteration 127Q: 3 clusters Score -404097.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -404111.562500 Penalty: 4187.144043
	Iteration 128Q: 3 clusters Score -404111.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -404123.187500 Penalty: 4187.144043
	Iteration 129Q: 3 clusters Score -404123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -404130.843750 Penalty: 4187.144043
	Iteration 130Q: 3 clusters Score -404130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -404135.531250 Penalty: 4187.144043
	Iteration 131Q: 3 clusters Score -404135.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -404139.156250 Penalty: 4187.144043
	Iteration 132Q: 3 clusters Score -404139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -404145.187500 Penalty: 4187.144043
	Iteration 133Q: 3 clusters Score -404145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -404147.343750 Penalty: 4187.144043
	Iteration 134Q: 3 clusters Score -404147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -404150.031250 Penalty: 4187.144043
	Iteration 135Q: 3 clusters Score -404150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -404152.218750 Penalty: 4187.144043
	Iteration 136Q: 3 clusters Score -404152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -404156.531250 Penalty: 4187.144043
	Iteration 137Q: 3 clusters Score -404156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -404161.812500 Penalty: 4187.144043
	Iteration 138Q: 3 clusters Score -404161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -404166.093750 Penalty: 4187.144043
	Iteration 139Q: 3 clusters Score -404166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -404169.750000 Penalty: 4187.144043
	Iteration 140F: 3 clusters Score -404169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -404172.093750 Penalty: 4187.144043
	Iteration 141Q: 3 clusters Score -404172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -404172.375000 Penalty: 4187.144043
	Iteration 142Q: 3 clusters Score -404172.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -404172.375000 Penalty: 4187.144043
	Iteration 143F: 3 clusters Score -404172.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Entering Unmasked Estep 
Score: -2144413.000000 Penalty: 2510.300781
	Iteration 0F: 2 clusters Score -2144413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2127202.250000 Penalty: 5020.601562
	Iteration 0F: 3 clusters Score -2127202 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2133185.000000 Penalty: 5020.601562
	Iteration 1F: 3 clusters Score -2133185 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2133693.250000 Penalty: 5020.601562
	Iteration 2F: 3 clusters Score -2133693 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2134311.500000 Penalty: 5020.601562
	Iteration 3F: 3 clusters Score -2134312 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2135059.000000 Penalty: 5020.601562
	Iteration 4F: 3 clusters Score -2135059 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2135919.750000 Penalty: 5020.601562
	Iteration 5F: 3 clusters Score -2135920 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2136900.250000 Penalty: 5020.601562
	Iteration 6F: 3 clusters Score -2136900 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2137920.000000 Penalty: 5020.601562
	Iteration 7F: 3 clusters Score -2137920 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2138849.750000 Penalty: 5020.601562
	Iteration 8F: 3 clusters Score -2138850 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2139588.750000 Penalty: 5020.601562
	Iteration 9Q: 3 clusters Score -2139589 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2140187.250000 Penalty: 5020.601562
	Iteration 10Q: 3 clusters Score -2140187 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2140666.000000 Penalty: 5020.601562
	Iteration 11Q: 3 clusters Score -2140666 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2141012.500000 Penalty: 5020.601562
	Iteration 12Q: 3 clusters Score -2141012 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2141284.250000 Penalty: 5020.601562
	Iteration 13Q: 3 clusters Score -2141284 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2141514.750000 Penalty: 5020.601562
	Iteration 14Q: 3 clusters Score -2141515 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2141705.750000 Penalty: 5020.601562
	Iteration 15Q: 3 clusters Score -2141706 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2141869.250000 Penalty: 5020.601562
	Iteration 16Q: 3 clusters Score -2141869 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2142018.750000 Penalty: 5020.601562
	Iteration 17Q: 3 clusters Score -2142019 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2142141.250000 Penalty: 5020.601562
	Iteration 18Q: 3 clusters Score -2142141 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2142206.250000 Penalty: 5020.601562
	Iteration 19Q: 3 clusters Score -2142206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2142252.250000 Penalty: 5020.601562
	Iteration 20F: 3 clusters Score -2142252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2142289.250000 Penalty: 5020.601562
	Iteration 21Q: 3 clusters Score -2142289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2142321.250000 Penalty: 5020.601562
	Iteration 22Q: 3 clusters Score -2142321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2142346.500000 Penalty: 5020.601562
	Iteration 23Q: 3 clusters Score -2142346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2142367.250000 Penalty: 5020.601562
	Iteration 24Q: 3 clusters Score -2142367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2142371.750000 Penalty: 5020.601562
	Iteration 25Q: 3 clusters Score -2142372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2142377.500000 Penalty: 5020.601562
	Iteration 26Q: 3 clusters Score -2142378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2142383.000000 Penalty: 5020.601562
	Iteration 27Q: 3 clusters Score -2142383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2142391.750000 Penalty: 5020.601562
	Iteration 28Q: 3 clusters Score -2142392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2142394.000000 Penalty: 5020.601562
	Iteration 29Q: 3 clusters Score -2142394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2142401.500000 Penalty: 5020.601562
	Iteration 30Q: 3 clusters Score -2142402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2142406.750000 Penalty: 5020.601562
	Iteration 31Q: 3 clusters Score -2142407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2142409.500000 Penalty: 5020.601562
	Iteration 32Q: 3 clusters Score -2142410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2142416.250000 Penalty: 5020.601562
	Iteration 33Q: 3 clusters Score -2142416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2142419.000000 Penalty: 5020.601562
	Iteration 34Q: 3 clusters Score -2142419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2142420.750000 Penalty: 5020.601562
	Iteration 35Q: 3 clusters Score -2142421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2142422.750000 Penalty: 5020.601562
	Iteration 36Q: 3 clusters Score -2142423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2142421.500000 Penalty: 5020.601562
	Iteration 37Q: 3 clusters Score -2142422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2142424.250000 Penalty: 5020.601562
	Iteration 38Q: 3 clusters Score -2142424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2142428.250000 Penalty: 5020.601562
	Iteration 39Q: 3 clusters Score -2142428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2142434.000000 Penalty: 5020.601562
	Iteration 40F: 3 clusters Score -2142434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2142438.000000 Penalty: 5020.601562
	Iteration 41Q: 3 clusters Score -2142438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2142439.750000 Penalty: 5020.601562
	Iteration 42Q: 3 clusters Score -2142440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2142446.250000 Penalty: 5020.601562
	Iteration 43Q: 3 clusters Score -2142446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2142454.000000 Penalty: 5020.601562
	Iteration 44Q: 3 clusters Score -2142454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2142457.500000 Penalty: 5020.601562
	Iteration 45Q: 3 clusters Score -2142458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2142457.750000 Penalty: 5020.601562
	Iteration 46Q: 3 clusters Score -2142458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2142460.500000 Penalty: 5020.601562
	Iteration 47Q: 3 clusters Score -2142460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2142461.750000 Penalty: 5020.601562
	Iteration 48Q: 3 clusters Score -2142462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2142464.250000 Penalty: 5020.601562
	Iteration 49Q: 3 clusters Score -2142464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2142464.250000 Penalty: 5020.601562
	Iteration 50Q: 3 clusters Score -2142464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2142464.250000 Penalty: 5020.601562
	Iteration 51F: 3 clusters Score -2142464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Entering Unmasked Estep 
Score: -979253.750000 Penalty: 2314.298828
	Iteration 0F: 2 clusters Score -979253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -970855.875000 Penalty: 4628.597656
	Iteration 0F: 3 clusters Score -970855.9 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -973356.687500 Penalty: 4628.597656
	Iteration 1F: 3 clusters Score -973356.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -973662.875000 Penalty: 4628.597656
	Iteration 2F: 3 clusters Score -973662.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -973914.312500 Penalty: 4628.597656
	Iteration 3Q: 3 clusters Score -973914.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -974174.062500 Penalty: 4628.597656
	Iteration 4Q: 3 clusters Score -974174.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -974446.562500 Penalty: 4628.597656
	Iteration 5Q: 3 clusters Score -974446.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -974719.125000 Penalty: 4628.597656
	Iteration 6Q: 3 clusters Score -974719.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -974961.375000 Penalty: 4628.597656
	Iteration 7Q: 3 clusters Score -974961.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -975211.625000 Penalty: 4628.597656
	Iteration 8Q: 3 clusters Score -975211.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -975445.625000 Penalty: 4628.597656
	Iteration 9Q: 3 clusters Score -975445.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -975674.000000 Penalty: 4628.597656
	Iteration 10Q: 3 clusters Score -975674 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -975891.250000 Penalty: 4628.597656
	Iteration 11Q: 3 clusters Score -975891.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -976094.750000 Penalty: 4628.597656
	Iteration 12Q: 3 clusters Score -976094.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -976312.937500 Penalty: 4628.597656
	Iteration 13Q: 3 clusters Score -976312.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -976603.000000 Penalty: 4628.597656
	Iteration 14Q: 3 clusters Score -976603 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -977063.500000 Penalty: 4628.597656
	Iteration 15Q: 3 clusters Score -977063.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -977825.812500 Penalty: 4628.597656
	Iteration 16Q: 3 clusters Score -977825.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -978869.437500 Penalty: 4628.597656
	Iteration 17F: 3 clusters Score -978869.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -979837.062500 Penalty: 4628.597656
	Iteration 18F: 3 clusters Score -979837.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -980963.375000 Penalty: 4628.597656
	Iteration 19F: 3 clusters Score -980963.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -982410.125000 Penalty: 4628.597656
	Iteration 20F: 3 clusters Score -982410.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -983468.875000 Penalty: 4628.597656
	Iteration 21Q: 3 clusters Score -983468.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -983753.250000 Penalty: 4628.597656
	Iteration 22Q: 3 clusters Score -983753.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -983805.750000 Penalty: 4628.597656
	Iteration 23Q: 3 clusters Score -983805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -983809.125000 Penalty: 4628.597656
	Iteration 24Q: 3 clusters Score -983809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -983807.937500 Penalty: 4628.597656
	Iteration 25Q: 3 clusters Score -983807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -983810.687500 Penalty: 4628.597656
	Iteration 26Q: 3 clusters Score -983810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -983810.937500 Penalty: 4628.597656
	Iteration 27Q: 3 clusters Score -983810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -983810.875000 Penalty: 4628.597656
	Iteration 28Q: 3 clusters Score -983810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -983810.875000 Penalty: 4628.597656
	Iteration 29F: 3 clusters Score -983810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9174 members 
Mstep: Class 3 contains 23477 members 
Mstep: Class 4 contains 9172 members 
Mstep: Class 5 contains 4987 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8708 members 
Mstep: Class 9 contains 16804 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24889 members 
Mstep: Class 12 contains 4565 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 9525 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6870 members 
Mstep: Class 17 contains 25802 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 18565 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 108660 members 
Mstep: Class 24 contains 14457 members 
Mstep: Class 25 contains 37325 members 
Mstep: Class 26 contains 13822 members 
Mstep: Class 27 contains 14382 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 9974 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3660 members 
Mstep: Class 32 contains 6727 members 
Entering Unmasked Estep 
Score: -38189720.000000 Penalty: 103566.023438
Splitting cluster 12 changes total score from -38186072.000000 to -38189720.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -274638.031250 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -274638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -270858.406250 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -270858.4 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -272035.437500 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -272035.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -272503.093750 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -272503.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -272901.281250 Penalty: 4105.470215
	Iteration 3F: 3 clusters Score -272901.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -273245.343750 Penalty: 4105.470215
	Iteration 4F: 3 clusters Score -273245.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -273549.718750 Penalty: 4105.470215
	Iteration 5F: 3 clusters Score -273549.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -273774.843750 Penalty: 4105.470215
	Iteration 6F: 3 clusters Score -273774.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -273921.437500 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -273921.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -274009.843750 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -274009.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -274069.718750 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -274069.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -274108.125000 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -274108.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -274137.937500 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -274137.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -274162.625000 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -274162.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -274177.562500 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -274177.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -274189.656250 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -274189.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -274199.093750 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -274199.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -274204.531250 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -274204.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -274215.781250 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -274215.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -274224.281250 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -274224.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -274231.937500 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -274231.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -274236.937500 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -274236.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -274245.625000 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -274245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -274253.906250 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -274253.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -274263.343750 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -274263.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -274267.250000 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -274267.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -274269.500000 Penalty: 4105.470215
	Iteration 25Q: 3 clusters Score -274269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -274271.500000 Penalty: 4105.470215
	Iteration 26Q: 3 clusters Score -274271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -274272.531250 Penalty: 4105.470215
	Iteration 27Q: 3 clusters Score -274272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -274272.812500 Penalty: 4105.470215
	Iteration 28Q: 3 clusters Score -274272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -274274.375000 Penalty: 4105.470215
	Iteration 29Q: 3 clusters Score -274274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -274274.593750 Penalty: 4105.470215
	Iteration 30Q: 3 clusters Score -274274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -274274.593750 Penalty: 4105.470215
	Iteration 31F: 3 clusters Score -274274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Entering Unmasked Estep 
Score: -826716.000000 Penalty: 2272.095459
	Iteration 0F: 2 clusters Score -826716 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 4785 members 
Entering Unmasked Estep 
Score: -819402.125000 Penalty: 4544.190918
	Iteration 0F: 3 clusters Score -819402.1 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -821417.312500 Penalty: 4544.190918
	Iteration 1F: 3 clusters Score -821417.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -821658.562500 Penalty: 4544.190918
	Iteration 2F: 3 clusters Score -821658.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -821847.500000 Penalty: 4544.190918
	Iteration 3Q: 3 clusters Score -821847.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -821985.500000 Penalty: 4544.190918
	Iteration 4Q: 3 clusters Score -821985.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -822097.750000 Penalty: 4544.190918
	Iteration 5Q: 3 clusters Score -822097.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -822224.562500 Penalty: 4544.190918
	Iteration 6Q: 3 clusters Score -822224.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -822356.625000 Penalty: 4544.190918
	Iteration 7Q: 3 clusters Score -822356.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -822512.062500 Penalty: 4544.190918
	Iteration 8Q: 3 clusters Score -822512.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -822702.500000 Penalty: 4544.190918
	Iteration 9Q: 3 clusters Score -822702.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -822929.500000 Penalty: 4544.190918
	Iteration 10Q: 3 clusters Score -822929.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -823169.437500 Penalty: 4544.190918
	Iteration 11Q: 3 clusters Score -823169.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -823416.562500 Penalty: 4544.190918
	Iteration 12Q: 3 clusters Score -823416.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -823692.312500 Penalty: 4544.190918
	Iteration 13Q: 3 clusters Score -823692.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -823924.625000 Penalty: 4544.190918
	Iteration 14Q: 3 clusters Score -823924.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -824132.062500 Penalty: 4544.190918
	Iteration 15Q: 3 clusters Score -824132.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -824303.125000 Penalty: 4544.190918
	Iteration 16Q: 3 clusters Score -824303.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -824444.250000 Penalty: 4544.190918
	Iteration 17Q: 3 clusters Score -824444.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -824536.312500 Penalty: 4544.190918
	Iteration 18Q: 3 clusters Score -824536.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -824586.250000 Penalty: 4544.190918
	Iteration 19Q: 3 clusters Score -824586.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -824624.937500 Penalty: 4544.190918
	Iteration 20F: 3 clusters Score -824624.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -824649.937500 Penalty: 4544.190918
	Iteration 21Q: 3 clusters Score -824649.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -824674.937500 Penalty: 4544.190918
	Iteration 22Q: 3 clusters Score -824674.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -824704.187500 Penalty: 4544.190918
	Iteration 23Q: 3 clusters Score -824704.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -824724.250000 Penalty: 4544.190918
	Iteration 24Q: 3 clusters Score -824724.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -824739.562500 Penalty: 4544.190918
	Iteration 25Q: 3 clusters Score -824739.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -824750.937500 Penalty: 4544.190918
	Iteration 26Q: 3 clusters Score -824750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -824752.875000 Penalty: 4544.190918
	Iteration 27Q: 3 clusters Score -824752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -824752.125000 Penalty: 4544.190918
	Iteration 28Q: 3 clusters Score -824752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -824755.562500 Penalty: 4544.190918
	Iteration 29Q: 3 clusters Score -824755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -824759.187500 Penalty: 4544.190918
	Iteration 30Q: 3 clusters Score -824759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -824761.562500 Penalty: 4544.190918
	Iteration 31Q: 3 clusters Score -824761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -824765.937500 Penalty: 4544.190918
	Iteration 32Q: 3 clusters Score -824765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -824765.625000 Penalty: 4544.190918
	Iteration 33Q: 3 clusters Score -824765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -824770.250000 Penalty: 4544.190918
	Iteration 34Q: 3 clusters Score -824770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -824770.875000 Penalty: 4544.190918
	Iteration 35Q: 3 clusters Score -824770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -824776.437500 Penalty: 4544.190918
	Iteration 36Q: 3 clusters Score -824776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -824777.812500 Penalty: 4544.190918
	Iteration 37Q: 3 clusters Score -824777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -824779.250000 Penalty: 4544.190918
	Iteration 38Q: 3 clusters Score -824779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -824779.250000 Penalty: 4544.190918
	Iteration 39F: 3 clusters Score -824779.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Entering Unmasked Estep 
Score: -838405.500000 Penalty: 2274.144043
	Iteration 0F: 2 clusters Score -838405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -830965.625000 Penalty: 4548.288086
	Iteration 0F: 3 clusters Score -830965.6 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -833076.312500 Penalty: 4548.288086
	Iteration 1F: 3 clusters Score -833076.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -833401.562500 Penalty: 4548.288086
	Iteration 2F: 3 clusters Score -833401.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -833687.687500 Penalty: 4548.288086
	Iteration 3F: 3 clusters Score -833687.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -833950.125000 Penalty: 4548.288086
	Iteration 4F: 3 clusters Score -833950.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -834208.187500 Penalty: 4548.288086
	Iteration 5Q: 3 clusters Score -834208.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -834520.937500 Penalty: 4548.288086
	Iteration 6Q: 3 clusters Score -834520.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -834880.125000 Penalty: 4548.288086
	Iteration 7F: 3 clusters Score -834880.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -835248.562500 Penalty: 4548.288086
	Iteration 8F: 3 clusters Score -835248.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -835596.875000 Penalty: 4548.288086
	Iteration 9F: 3 clusters Score -835596.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -835879.250000 Penalty: 4548.288086
	Iteration 10Q: 3 clusters Score -835879.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -836075.625000 Penalty: 4548.288086
	Iteration 11Q: 3 clusters Score -836075.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -836207.625000 Penalty: 4548.288086
	Iteration 12Q: 3 clusters Score -836207.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -836314.625000 Penalty: 4548.288086
	Iteration 13Q: 3 clusters Score -836314.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -836389.937500 Penalty: 4548.288086
	Iteration 14Q: 3 clusters Score -836389.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -836449.812500 Penalty: 4548.288086
	Iteration 15Q: 3 clusters Score -836449.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -836491.375000 Penalty: 4548.288086
	Iteration 16Q: 3 clusters Score -836491.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -836529.187500 Penalty: 4548.288086
	Iteration 17Q: 3 clusters Score -836529.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -836555.687500 Penalty: 4548.288086
	Iteration 18Q: 3 clusters Score -836555.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -836577.375000 Penalty: 4548.288086
	Iteration 19Q: 3 clusters Score -836577.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -836599.312500 Penalty: 4548.288086
	Iteration 20F: 3 clusters Score -836599.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -836610.750000 Penalty: 4548.288086
	Iteration 21Q: 3 clusters Score -836610.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -836626.625000 Penalty: 4548.288086
	Iteration 22Q: 3 clusters Score -836626.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -836636.500000 Penalty: 4548.288086
	Iteration 23Q: 3 clusters Score -836636.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -836646.000000 Penalty: 4548.288086
	Iteration 24Q: 3 clusters Score -836646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -836650.625000 Penalty: 4548.288086
	Iteration 25Q: 3 clusters Score -836650.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -836659.687500 Penalty: 4548.288086
	Iteration 26Q: 3 clusters Score -836659.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -836665.125000 Penalty: 4548.288086
	Iteration 27Q: 3 clusters Score -836665.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -836670.875000 Penalty: 4548.288086
	Iteration 28Q: 3 clusters Score -836670.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -836676.500000 Penalty: 4548.288086
	Iteration 29Q: 3 clusters Score -836676.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -836677.875000 Penalty: 4548.288086
	Iteration 30Q: 3 clusters Score -836677.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -836682.875000 Penalty: 4548.288086
	Iteration 31Q: 3 clusters Score -836682.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -836688.437500 Penalty: 4548.288086
	Iteration 32Q: 3 clusters Score -836688.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -836692.250000 Penalty: 4548.288086
	Iteration 33Q: 3 clusters Score -836692.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -836694.125000 Penalty: 4548.288086
	Iteration 34Q: 3 clusters Score -836694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -836695.187500 Penalty: 4548.288086
	Iteration 35Q: 3 clusters Score -836695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -836696.125000 Penalty: 4548.288086
	Iteration 36Q: 3 clusters Score -836696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -836695.562500 Penalty: 4548.288086
	Iteration 37Q: 3 clusters Score -836695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -836697.375000 Penalty: 4548.288086
	Iteration 38Q: 3 clusters Score -836697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -836699.125000 Penalty: 4548.288086
	Iteration 39Q: 3 clusters Score -836699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -836699.062500 Penalty: 4548.288086
	Iteration 40F: 3 clusters Score -836699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -836698.687500 Penalty: 4548.288086
	Iteration 41Q: 3 clusters Score -836698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -836701.250000 Penalty: 4548.288086
	Iteration 42Q: 3 clusters Score -836701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -836700.437500 Penalty: 4548.288086
	Iteration 43Q: 3 clusters Score -836700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -836702.937500 Penalty: 4548.288086
	Iteration 44Q: 3 clusters Score -836702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -836703.687500 Penalty: 4548.288086
	Iteration 45Q: 3 clusters Score -836703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -836703.000000 Penalty: 4548.288086
	Iteration 46Q: 3 clusters Score -836703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -836705.687500 Penalty: 4548.288086
	Iteration 47Q: 3 clusters Score -836705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -836704.625000 Penalty: 4548.288086
	Iteration 48Q: 3 clusters Score -836704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -836703.875000 Penalty: 4548.288086
	Iteration 49Q: 3 clusters Score -836703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -836704.812500 Penalty: 4548.288086
	Iteration 50Q: 3 clusters Score -836704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -836704.812500 Penalty: 4548.288086
	Iteration 51F: 3 clusters Score -836704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -539644.312500 Penalty: 2191.059814
	Iteration 0F: 2 clusters Score -539644.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -534031.187500 Penalty: 4382.119629
	Iteration 0F: 3 clusters Score -534031.2 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -535661.750000 Penalty: 4382.119629
	Iteration 1F: 3 clusters Score -535661.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -536020.500000 Penalty: 4382.119629
	Iteration 2F: 3 clusters Score -536020.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -536357.500000 Penalty: 4382.119629
	Iteration 3F: 3 clusters Score -536357.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -536655.437500 Penalty: 4382.119629
	Iteration 4F: 3 clusters Score -536655.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -536970.312500 Penalty: 4382.119629
	Iteration 5F: 3 clusters Score -536970.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -537282.062500 Penalty: 4382.119629
	Iteration 6F: 3 clusters Score -537282.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -537580.687500 Penalty: 4382.119629
	Iteration 7Q: 3 clusters Score -537580.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -537830.625000 Penalty: 4382.119629
	Iteration 8Q: 3 clusters Score -537830.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -538008.875000 Penalty: 4382.119629
	Iteration 9Q: 3 clusters Score -538008.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -538145.375000 Penalty: 4382.119629
	Iteration 10Q: 3 clusters Score -538145.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -538260.437500 Penalty: 4382.119629
	Iteration 11Q: 3 clusters Score -538260.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -538341.187500 Penalty: 4382.119629
	Iteration 12Q: 3 clusters Score -538341.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -538379.187500 Penalty: 4382.119629
	Iteration 13Q: 3 clusters Score -538379.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -538410.687500 Penalty: 4382.119629
	Iteration 14Q: 3 clusters Score -538410.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -538436.187500 Penalty: 4382.119629
	Iteration 15Q: 3 clusters Score -538436.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -538456.000000 Penalty: 4382.119629
	Iteration 16Q: 3 clusters Score -538456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -538468.687500 Penalty: 4382.119629
	Iteration 17Q: 3 clusters Score -538468.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -538480.687500 Penalty: 4382.119629
	Iteration 18Q: 3 clusters Score -538480.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -538490.500000 Penalty: 4382.119629
	Iteration 19Q: 3 clusters Score -538490.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -538499.250000 Penalty: 4382.119629
	Iteration 20F: 3 clusters Score -538499.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -538504.312500 Penalty: 4382.119629
	Iteration 21Q: 3 clusters Score -538504.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -538511.250000 Penalty: 4382.119629
	Iteration 22Q: 3 clusters Score -538511.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -538516.750000 Penalty: 4382.119629
	Iteration 23Q: 3 clusters Score -538516.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -538522.000000 Penalty: 4382.119629
	Iteration 24Q: 3 clusters Score -538522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -538533.250000 Penalty: 4382.119629
	Iteration 25Q: 3 clusters Score -538533.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -538548.000000 Penalty: 4382.119629
	Iteration 26Q: 3 clusters Score -538548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -538561.562500 Penalty: 4382.119629
	Iteration 27Q: 3 clusters Score -538561.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -538572.812500 Penalty: 4382.119629
	Iteration 28Q: 3 clusters Score -538572.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -538584.000000 Penalty: 4382.119629
	Iteration 29Q: 3 clusters Score -538584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -538593.687500 Penalty: 4382.119629
	Iteration 30Q: 3 clusters Score -538593.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -538602.062500 Penalty: 4382.119629
	Iteration 31Q: 3 clusters Score -538602.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -538608.375000 Penalty: 4382.119629
	Iteration 32Q: 3 clusters Score -538608.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -538610.312500 Penalty: 4382.119629
	Iteration 33Q: 3 clusters Score -538610.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -538612.625000 Penalty: 4382.119629
	Iteration 34Q: 3 clusters Score -538612.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -538615.250000 Penalty: 4382.119629
	Iteration 35Q: 3 clusters Score -538615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -538616.625000 Penalty: 4382.119629
	Iteration 36Q: 3 clusters Score -538616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -538617.750000 Penalty: 4382.119629
	Iteration 37Q: 3 clusters Score -538617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -538617.062500 Penalty: 4382.119629
	Iteration 38Q: 3 clusters Score -538617.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -538619.750000 Penalty: 4382.119629
	Iteration 39Q: 3 clusters Score -538619.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -538622.625000 Penalty: 4382.119629
	Iteration 40F: 3 clusters Score -538622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -538623.312500 Penalty: 4382.119629
	Iteration 41Q: 3 clusters Score -538623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -538624.875000 Penalty: 4382.119629
	Iteration 42Q: 3 clusters Score -538624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -538625.937500 Penalty: 4382.119629
	Iteration 43Q: 3 clusters Score -538625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -538628.125000 Penalty: 4382.119629
	Iteration 44Q: 3 clusters Score -538628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -538628.625000 Penalty: 4382.119629
	Iteration 45Q: 3 clusters Score -538628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -538630.750000 Penalty: 4382.119629
	Iteration 46Q: 3 clusters Score -538630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -538630.875000 Penalty: 4382.119629
	Iteration 47Q: 3 clusters Score -538630.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -538633.000000 Penalty: 4382.119629
	Iteration 48Q: 3 clusters Score -538633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -538633.500000 Penalty: 4382.119629
	Iteration 49Q: 3 clusters Score -538633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -538633.187500 Penalty: 4382.119629
	Iteration 50Q: 3 clusters Score -538633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -538633.562500 Penalty: 4382.119629
	Iteration 51Q: 3 clusters Score -538633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -538633.625000 Penalty: 4382.119629
	Iteration 52Q: 3 clusters Score -538633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -538633.625000 Penalty: 4382.119629
	Iteration 53F: 3 clusters Score -538633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Entering Unmasked Estep 
Score: -2206674.000000 Penalty: 2519.235352
	Iteration 0F: 2 clusters Score -2206674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2188788.500000 Penalty: 5038.470703
	Iteration 0F: 3 clusters Score -2188788 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2195043.750000 Penalty: 5038.470703
	Iteration 1F: 3 clusters Score -2195044 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2195629.500000 Penalty: 5038.470703
	Iteration 2F: 3 clusters Score -2195630 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2196182.000000 Penalty: 5038.470703
	Iteration 3F: 3 clusters Score -2196182 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2196738.000000 Penalty: 5038.470703
	Iteration 4Q: 3 clusters Score -2196738 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2197341.250000 Penalty: 5038.470703
	Iteration 5Q: 3 clusters Score -2197341 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2197985.250000 Penalty: 5038.470703
	Iteration 6Q: 3 clusters Score -2197985 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2198600.000000 Penalty: 5038.470703
	Iteration 7Q: 3 clusters Score -2198600 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2199205.500000 Penalty: 5038.470703
	Iteration 8Q: 3 clusters Score -2199206 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2199713.750000 Penalty: 5038.470703
	Iteration 9Q: 3 clusters Score -2199714 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2200253.500000 Penalty: 5038.470703
	Iteration 10Q: 3 clusters Score -2200254 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2200797.250000 Penalty: 5038.470703
	Iteration 11Q: 3 clusters Score -2200797 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2201294.750000 Penalty: 5038.470703
	Iteration 12Q: 3 clusters Score -2201295 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2201656.500000 Penalty: 5038.470703
	Iteration 13Q: 3 clusters Score -2201656 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2201951.750000 Penalty: 5038.470703
	Iteration 14Q: 3 clusters Score -2201952 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2202185.500000 Penalty: 5038.470703
	Iteration 15Q: 3 clusters Score -2202186 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2202393.750000 Penalty: 5038.470703
	Iteration 16Q: 3 clusters Score -2202394 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2202581.500000 Penalty: 5038.470703
	Iteration 17Q: 3 clusters Score -2202582 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2202740.500000 Penalty: 5038.470703
	Iteration 18Q: 3 clusters Score -2202740 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2202874.250000 Penalty: 5038.470703
	Iteration 19Q: 3 clusters Score -2202874 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2203012.250000 Penalty: 5038.470703
	Iteration 20F: 3 clusters Score -2203012 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2203137.500000 Penalty: 5038.470703
	Iteration 21Q: 3 clusters Score -2203138 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2203261.250000 Penalty: 5038.470703
	Iteration 22Q: 3 clusters Score -2203261 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2203391.000000 Penalty: 5038.470703
	Iteration 23Q: 3 clusters Score -2203391 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2203516.750000 Penalty: 5038.470703
	Iteration 24Q: 3 clusters Score -2203517 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2203639.250000 Penalty: 5038.470703
	Iteration 25Q: 3 clusters Score -2203639 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2203746.000000 Penalty: 5038.470703
	Iteration 26Q: 3 clusters Score -2203746 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2203822.250000 Penalty: 5038.470703
	Iteration 27Q: 3 clusters Score -2203822 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2203877.750000 Penalty: 5038.470703
	Iteration 28Q: 3 clusters Score -2203878 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2203936.500000 Penalty: 5038.470703
	Iteration 29Q: 3 clusters Score -2203936 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2203983.750000 Penalty: 5038.470703
	Iteration 30Q: 3 clusters Score -2203984 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2204025.000000 Penalty: 5038.470703
	Iteration 31Q: 3 clusters Score -2204025 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2204060.750000 Penalty: 5038.470703
	Iteration 32Q: 3 clusters Score -2204061 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2204093.750000 Penalty: 5038.470703
	Iteration 33Q: 3 clusters Score -2204094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2204120.750000 Penalty: 5038.470703
	Iteration 34Q: 3 clusters Score -2204121 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2204134.500000 Penalty: 5038.470703
	Iteration 35Q: 3 clusters Score -2204134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2204143.750000 Penalty: 5038.470703
	Iteration 36Q: 3 clusters Score -2204144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2204155.250000 Penalty: 5038.470703
	Iteration 37Q: 3 clusters Score -2204155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2204161.000000 Penalty: 5038.470703
	Iteration 38Q: 3 clusters Score -2204161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2204167.250000 Penalty: 5038.470703
	Iteration 39Q: 3 clusters Score -2204167 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2204179.750000 Penalty: 5038.470703
	Iteration 40F: 3 clusters Score -2204180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2204187.750000 Penalty: 5038.470703
	Iteration 41Q: 3 clusters Score -2204188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2204190.000000 Penalty: 5038.470703
	Iteration 42Q: 3 clusters Score -2204190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2204201.000000 Penalty: 5038.470703
	Iteration 43Q: 3 clusters Score -2204201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2204196.000000 Penalty: 5038.470703
	Iteration 44Q: 3 clusters Score -2204196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2204204.750000 Penalty: 5038.470703
	Iteration 45Q: 3 clusters Score -2204205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2204207.250000 Penalty: 5038.470703
	Iteration 46Q: 3 clusters Score -2204207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2204212.750000 Penalty: 5038.470703
	Iteration 47Q: 3 clusters Score -2204213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2204210.250000 Penalty: 5038.470703
	Iteration 48Q: 3 clusters Score -2204210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2204211.250000 Penalty: 5038.470703
	Iteration 49Q: 3 clusters Score -2204211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2204209.750000 Penalty: 5038.470703
	Iteration 50Q: 3 clusters Score -2204210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2204214.000000 Penalty: 5038.470703
	Iteration 51Q: 3 clusters Score -2204214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2204219.250000 Penalty: 5038.470703
	Iteration 52Q: 3 clusters Score -2204219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2204216.750000 Penalty: 5038.470703
	Iteration 53Q: 3 clusters Score -2204217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2204219.500000 Penalty: 5038.470703
	Iteration 54Q: 3 clusters Score -2204220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2204219.750000 Penalty: 5038.470703
	Iteration 55Q: 3 clusters Score -2204220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2204222.750000 Penalty: 5038.470703
	Iteration 56Q: 3 clusters Score -2204223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2204220.250000 Penalty: 5038.470703
	Iteration 57Q: 3 clusters Score -2204220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2204220.500000 Penalty: 5038.470703
	Iteration 58Q: 3 clusters Score -2204220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2204226.500000 Penalty: 5038.470703
	Iteration 59Q: 3 clusters Score -2204226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2204229.750000 Penalty: 5038.470703
	Iteration 60F: 3 clusters Score -2204230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2204229.250000 Penalty: 5038.470703
	Iteration 61Q: 3 clusters Score -2204229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2204230.500000 Penalty: 5038.470703
	Iteration 62Q: 3 clusters Score -2204230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2204231.750000 Penalty: 5038.470703
	Iteration 63Q: 3 clusters Score -2204232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2204238.500000 Penalty: 5038.470703
	Iteration 64Q: 3 clusters Score -2204238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2204243.000000 Penalty: 5038.470703
	Iteration 65Q: 3 clusters Score -2204243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2204241.750000 Penalty: 5038.470703
	Iteration 66Q: 3 clusters Score -2204242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2204245.750000 Penalty: 5038.470703
	Iteration 67Q: 3 clusters Score -2204246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2204245.750000 Penalty: 5038.470703
	Iteration 68Q: 3 clusters Score -2204246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2204245.000000 Penalty: 5038.470703
	Iteration 69Q: 3 clusters Score -2204245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2204247.500000 Penalty: 5038.470703
	Iteration 70Q: 3 clusters Score -2204248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2204246.250000 Penalty: 5038.470703
	Iteration 71Q: 3 clusters Score -2204246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2204247.500000 Penalty: 5038.470703
	Iteration 72Q: 3 clusters Score -2204248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2204250.500000 Penalty: 5038.470703
	Iteration 73Q: 3 clusters Score -2204250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2204250.250000 Penalty: 5038.470703
	Iteration 74Q: 3 clusters Score -2204250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2204249.750000 Penalty: 5038.470703
	Iteration 75Q: 3 clusters Score -2204250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2204251.750000 Penalty: 5038.470703
	Iteration 76Q: 3 clusters Score -2204252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2204249.500000 Penalty: 5038.470703
	Iteration 77Q: 3 clusters Score -2204250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2204249.750000 Penalty: 5038.470703
	Iteration 78Q: 3 clusters Score -2204250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2204249.000000 Penalty: 5038.470703
	Iteration 79Q: 3 clusters Score -2204249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2204247.250000 Penalty: 5038.470703
	Iteration 80F: 3 clusters Score -2204247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2204247.250000 Penalty: 5038.470703
	Iteration 81Q: 3 clusters Score -2204247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2204247.000000 Penalty: 5038.470703
	Iteration 82Q: 3 clusters Score -2204247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2204247.750000 Penalty: 5038.470703
	Iteration 83Q: 3 clusters Score -2204248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2204248.000000 Penalty: 5038.470703
	Iteration 84Q: 3 clusters Score -2204248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2204248.750000 Penalty: 5038.470703
	Iteration 85Q: 3 clusters Score -2204249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2204250.750000 Penalty: 5038.470703
	Iteration 86Q: 3 clusters Score -2204251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2204254.250000 Penalty: 5038.470703
	Iteration 87Q: 3 clusters Score -2204254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2204255.500000 Penalty: 5038.470703
	Iteration 88Q: 3 clusters Score -2204256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2204261.500000 Penalty: 5038.470703
	Iteration 89Q: 3 clusters Score -2204262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2204257.750000 Penalty: 5038.470703
	Iteration 90Q: 3 clusters Score -2204258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2204262.250000 Penalty: 5038.470703
	Iteration 91Q: 3 clusters Score -2204262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2204260.250000 Penalty: 5038.470703
	Iteration 92Q: 3 clusters Score -2204260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2204262.000000 Penalty: 5038.470703
	Iteration 93Q: 3 clusters Score -2204262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2204262.500000 Penalty: 5038.470703
	Iteration 94Q: 3 clusters Score -2204262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2204261.500000 Penalty: 5038.470703
	Iteration 95Q: 3 clusters Score -2204262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2204262.500000 Penalty: 5038.470703
	Iteration 96Q: 3 clusters Score -2204262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2204258.250000 Penalty: 5038.470703
	Iteration 97Q: 3 clusters Score -2204258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2204260.750000 Penalty: 5038.470703
	Iteration 98Q: 3 clusters Score -2204261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2204262.000000 Penalty: 5038.470703
	Iteration 99Q: 3 clusters Score -2204262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2204265.000000 Penalty: 5038.470703
	Iteration 100F: 3 clusters Score -2204265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Entering Unmasked Estep 
Score: -645296.250000 Penalty: 2186.689941
	Iteration 0F: 2 clusters Score -645296.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -639659.750000 Penalty: 4373.379883
	Iteration 0F: 3 clusters Score -639659.8 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -641161.125000 Penalty: 4373.379883
	Iteration 1F: 3 clusters Score -641161.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -641401.937500 Penalty: 4373.379883
	Iteration 2F: 3 clusters Score -641401.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -641549.812500 Penalty: 4373.379883
	Iteration 3Q: 3 clusters Score -641549.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -641648.500000 Penalty: 4373.379883
	Iteration 4Q: 3 clusters Score -641648.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -641734.500000 Penalty: 4373.379883
	Iteration 5Q: 3 clusters Score -641734.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -641804.625000 Penalty: 4373.379883
	Iteration 6Q: 3 clusters Score -641804.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -641873.812500 Penalty: 4373.379883
	Iteration 7Q: 3 clusters Score -641873.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -641933.875000 Penalty: 4373.379883
	Iteration 8Q: 3 clusters Score -641933.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -641989.437500 Penalty: 4373.379883
	Iteration 9Q: 3 clusters Score -641989.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -642066.000000 Penalty: 4373.379883
	Iteration 10Q: 3 clusters Score -642066 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -642171.187500 Penalty: 4373.379883
	Iteration 11Q: 3 clusters Score -642171.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -642289.312500 Penalty: 4373.379883
	Iteration 12Q: 3 clusters Score -642289.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -642417.875000 Penalty: 4373.379883
	Iteration 13Q: 3 clusters Score -642417.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -642589.625000 Penalty: 4373.379883
	Iteration 14Q: 3 clusters Score -642589.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -642768.062500 Penalty: 4373.379883
	Iteration 15Q: 3 clusters Score -642768.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -642937.562500 Penalty: 4373.379883
	Iteration 16Q: 3 clusters Score -642937.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -643104.000000 Penalty: 4373.379883
	Iteration 17Q: 3 clusters Score -643104 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -643242.812500 Penalty: 4373.379883
	Iteration 18Q: 3 clusters Score -643242.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -643338.250000 Penalty: 4373.379883
	Iteration 19Q: 3 clusters Score -643338.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -643408.125000 Penalty: 4373.379883
	Iteration 20F: 3 clusters Score -643408.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -643453.875000 Penalty: 4373.379883
	Iteration 21Q: 3 clusters Score -643453.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -643476.875000 Penalty: 4373.379883
	Iteration 22Q: 3 clusters Score -643476.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -643493.437500 Penalty: 4373.379883
	Iteration 23Q: 3 clusters Score -643493.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -643511.312500 Penalty: 4373.379883
	Iteration 24Q: 3 clusters Score -643511.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -643531.062500 Penalty: 4373.379883
	Iteration 25Q: 3 clusters Score -643531.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -643541.625000 Penalty: 4373.379883
	Iteration 26Q: 3 clusters Score -643541.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -643549.750000 Penalty: 4373.379883
	Iteration 27Q: 3 clusters Score -643549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -643554.062500 Penalty: 4373.379883
	Iteration 28Q: 3 clusters Score -643554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -643559.937500 Penalty: 4373.379883
	Iteration 29Q: 3 clusters Score -643559.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -643567.437500 Penalty: 4373.379883
	Iteration 30Q: 3 clusters Score -643567.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -643572.812500 Penalty: 4373.379883
	Iteration 31Q: 3 clusters Score -643572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -643577.375000 Penalty: 4373.379883
	Iteration 32Q: 3 clusters Score -643577.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -643581.562500 Penalty: 4373.379883
	Iteration 33Q: 3 clusters Score -643581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -643584.625000 Penalty: 4373.379883
	Iteration 34Q: 3 clusters Score -643584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -643583.750000 Penalty: 4373.379883
	Iteration 35Q: 3 clusters Score -643583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -643587.062500 Penalty: 4373.379883
	Iteration 36Q: 3 clusters Score -643587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -643590.500000 Penalty: 4373.379883
	Iteration 37Q: 3 clusters Score -643590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -643590.625000 Penalty: 4373.379883
	Iteration 38Q: 3 clusters Score -643590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -643590.437500 Penalty: 4373.379883
	Iteration 39Q: 3 clusters Score -643590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -643592.250000 Penalty: 4373.379883
	Iteration 40F: 3 clusters Score -643592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -643594.437500 Penalty: 4373.379883
	Iteration 41Q: 3 clusters Score -643594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -643595.062500 Penalty: 4373.379883
	Iteration 42Q: 3 clusters Score -643595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -643598.187500 Penalty: 4373.379883
	Iteration 43Q: 3 clusters Score -643598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -643604.500000 Penalty: 4373.379883
	Iteration 44Q: 3 clusters Score -643604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -643608.625000 Penalty: 4373.379883
	Iteration 45Q: 3 clusters Score -643608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -643612.625000 Penalty: 4373.379883
	Iteration 46Q: 3 clusters Score -643612.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -643618.000000 Penalty: 4373.379883
	Iteration 47Q: 3 clusters Score -643618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -643620.625000 Penalty: 4373.379883
	Iteration 48Q: 3 clusters Score -643620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -643623.000000 Penalty: 4373.379883
	Iteration 49Q: 3 clusters Score -643623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -643624.875000 Penalty: 4373.379883
	Iteration 50Q: 3 clusters Score -643624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -643625.750000 Penalty: 4373.379883
	Iteration 51Q: 3 clusters Score -643625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -643625.687500 Penalty: 4373.379883
	Iteration 52Q: 3 clusters Score -643625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -643626.312500 Penalty: 4373.379883
	Iteration 53Q: 3 clusters Score -643626.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -643627.562500 Penalty: 4373.379883
	Iteration 54Q: 3 clusters Score -643627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -643629.062500 Penalty: 4373.379883
	Iteration 55Q: 3 clusters Score -643629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -643631.375000 Penalty: 4373.379883
	Iteration 56Q: 3 clusters Score -643631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -643632.500000 Penalty: 4373.379883
	Iteration 57Q: 3 clusters Score -643632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -643632.625000 Penalty: 4373.379883
	Iteration 58Q: 3 clusters Score -643632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -643632.312500 Penalty: 4373.379883
	Iteration 59Q: 3 clusters Score -643632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -643632.312500 Penalty: 4373.379883
	Iteration 60F: 3 clusters Score -643632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -473780.062500 Penalty: 2131.625488
	Iteration 0F: 2 clusters Score -473780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -468943.375000 Penalty: 4263.250977
	Iteration 0F: 3 clusters Score -468943.4 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -470018.750000 Penalty: 4263.250977
	Iteration 1F: 3 clusters Score -470018.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -470207.218750 Penalty: 4263.250977
	Iteration 2F: 3 clusters Score -470207.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -470338.000000 Penalty: 4263.250977
	Iteration 3Q: 3 clusters Score -470338 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -470441.562500 Penalty: 4263.250977
	Iteration 4Q: 3 clusters Score -470441.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -470520.656250 Penalty: 4263.250977
	Iteration 5Q: 3 clusters Score -470520.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -470577.937500 Penalty: 4263.250977
	Iteration 6Q: 3 clusters Score -470577.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -470632.562500 Penalty: 4263.250977
	Iteration 7Q: 3 clusters Score -470632.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -470688.468750 Penalty: 4263.250977
	Iteration 8Q: 3 clusters Score -470688.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -470739.781250 Penalty: 4263.250977
	Iteration 9Q: 3 clusters Score -470739.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -470788.625000 Penalty: 4263.250977
	Iteration 10Q: 3 clusters Score -470788.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -470841.406250 Penalty: 4263.250977
	Iteration 11Q: 3 clusters Score -470841.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -470885.812500 Penalty: 4263.250977
	Iteration 12Q: 3 clusters Score -470885.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -470926.718750 Penalty: 4263.250977
	Iteration 13Q: 3 clusters Score -470926.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -470965.156250 Penalty: 4263.250977
	Iteration 14Q: 3 clusters Score -470965.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -471004.406250 Penalty: 4263.250977
	Iteration 15Q: 3 clusters Score -471004.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -471043.437500 Penalty: 4263.250977
	Iteration 16Q: 3 clusters Score -471043.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -471083.187500 Penalty: 4263.250977
	Iteration 17Q: 3 clusters Score -471083.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -471134.281250 Penalty: 4263.250977
	Iteration 18Q: 3 clusters Score -471134.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -471203.625000 Penalty: 4263.250977
	Iteration 19Q: 3 clusters Score -471203.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -471274.375000 Penalty: 4263.250977
	Iteration 20F: 3 clusters Score -471274.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -471337.000000 Penalty: 4263.250977
	Iteration 21Q: 3 clusters Score -471337 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -471400.093750 Penalty: 4263.250977
	Iteration 22Q: 3 clusters Score -471400.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -471454.500000 Penalty: 4263.250977
	Iteration 23Q: 3 clusters Score -471454.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -471508.125000 Penalty: 4263.250977
	Iteration 24Q: 3 clusters Score -471508.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -471550.437500 Penalty: 4263.250977
	Iteration 25Q: 3 clusters Score -471550.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -471592.593750 Penalty: 4263.250977
	Iteration 26Q: 3 clusters Score -471592.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -471634.250000 Penalty: 4263.250977
	Iteration 27Q: 3 clusters Score -471634.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -471669.875000 Penalty: 4263.250977
	Iteration 28Q: 3 clusters Score -471669.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -471690.500000 Penalty: 4263.250977
	Iteration 29Q: 3 clusters Score -471690.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -471712.656250 Penalty: 4263.250977
	Iteration 30Q: 3 clusters Score -471712.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -471731.093750 Penalty: 4263.250977
	Iteration 31Q: 3 clusters Score -471731.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -471749.843750 Penalty: 4263.250977
	Iteration 32Q: 3 clusters Score -471749.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -471757.000000 Penalty: 4263.250977
	Iteration 33Q: 3 clusters Score -471757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -471766.812500 Penalty: 4263.250977
	Iteration 34Q: 3 clusters Score -471766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -471771.031250 Penalty: 4263.250977
	Iteration 35Q: 3 clusters Score -471771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -471774.562500 Penalty: 4263.250977
	Iteration 36Q: 3 clusters Score -471774.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -471777.375000 Penalty: 4263.250977
	Iteration 37Q: 3 clusters Score -471777.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -471780.406250 Penalty: 4263.250977
	Iteration 38Q: 3 clusters Score -471780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -471783.062500 Penalty: 4263.250977
	Iteration 39Q: 3 clusters Score -471783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -471785.750000 Penalty: 4263.250977
	Iteration 40F: 3 clusters Score -471785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -471788.687500 Penalty: 4263.250977
	Iteration 41Q: 3 clusters Score -471788.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -471792.531250 Penalty: 4263.250977
	Iteration 42Q: 3 clusters Score -471792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -471795.093750 Penalty: 4263.250977
	Iteration 43Q: 3 clusters Score -471795.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -471800.468750 Penalty: 4263.250977
	Iteration 44Q: 3 clusters Score -471800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -471801.906250 Penalty: 4263.250977
	Iteration 45Q: 3 clusters Score -471801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -471803.187500 Penalty: 4263.250977
	Iteration 46Q: 3 clusters Score -471803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -471806.687500 Penalty: 4263.250977
	Iteration 47Q: 3 clusters Score -471806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -471810.062500 Penalty: 4263.250977
	Iteration 48Q: 3 clusters Score -471810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -471816.531250 Penalty: 4263.250977
	Iteration 49Q: 3 clusters Score -471816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -471822.687500 Penalty: 4263.250977
	Iteration 50Q: 3 clusters Score -471822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -471826.218750 Penalty: 4263.250977
	Iteration 51Q: 3 clusters Score -471826.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -471831.593750 Penalty: 4263.250977
	Iteration 52Q: 3 clusters Score -471831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -471834.000000 Penalty: 4263.250977
	Iteration 53Q: 3 clusters Score -471834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -471837.156250 Penalty: 4263.250977
	Iteration 54Q: 3 clusters Score -471837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -471839.468750 Penalty: 4263.250977
	Iteration 55Q: 3 clusters Score -471839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -471844.843750 Penalty: 4263.250977
	Iteration 56Q: 3 clusters Score -471844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -471847.218750 Penalty: 4263.250977
	Iteration 57Q: 3 clusters Score -471847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -471848.406250 Penalty: 4263.250977
	Iteration 58Q: 3 clusters Score -471848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -471849.750000 Penalty: 4263.250977
	Iteration 59Q: 3 clusters Score -471849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -471850.625000 Penalty: 4263.250977
	Iteration 60F: 3 clusters Score -471850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -471850.656250 Penalty: 4263.250977
	Iteration 61Q: 3 clusters Score -471850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -471851.468750 Penalty: 4263.250977
	Iteration 62Q: 3 clusters Score -471851.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -471852.093750 Penalty: 4263.250977
	Iteration 63Q: 3 clusters Score -471852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -471852.781250 Penalty: 4263.250977
	Iteration 64Q: 3 clusters Score -471852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -471854.250000 Penalty: 4263.250977
	Iteration 65Q: 3 clusters Score -471854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -471856.812500 Penalty: 4263.250977
	Iteration 66Q: 3 clusters Score -471856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -471859.250000 Penalty: 4263.250977
	Iteration 67Q: 3 clusters Score -471859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -471860.812500 Penalty: 4263.250977
	Iteration 68Q: 3 clusters Score -471860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -471862.750000 Penalty: 4263.250977
	Iteration 69Q: 3 clusters Score -471862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -471863.406250 Penalty: 4263.250977
	Iteration 70Q: 3 clusters Score -471863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -471866.906250 Penalty: 4263.250977
	Iteration 71Q: 3 clusters Score -471866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -471867.312500 Penalty: 4263.250977
	Iteration 72Q: 3 clusters Score -471867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -471867.312500 Penalty: 4263.250977
	Iteration 73F: 3 clusters Score -471867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Entering Unmasked Estep 
Score: -884270.500000 Penalty: 2285.598633
	Iteration 0F: 2 clusters Score -884270.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -876516.312500 Penalty: 4571.197266
	Iteration 0F: 3 clusters Score -876516.3 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -878680.437500 Penalty: 4571.197266
	Iteration 1F: 3 clusters Score -878680.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -878952.687500 Penalty: 4571.197266
	Iteration 2F: 3 clusters Score -878952.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -879134.187500 Penalty: 4571.197266
	Iteration 3Q: 3 clusters Score -879134.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -879277.437500 Penalty: 4571.197266
	Iteration 4Q: 3 clusters Score -879277.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -879395.937500 Penalty: 4571.197266
	Iteration 5Q: 3 clusters Score -879395.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -879497.562500 Penalty: 4571.197266
	Iteration 6Q: 3 clusters Score -879497.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -879591.500000 Penalty: 4571.197266
	Iteration 7Q: 3 clusters Score -879591.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -879683.375000 Penalty: 4571.197266
	Iteration 8Q: 3 clusters Score -879683.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -879797.625000 Penalty: 4571.197266
	Iteration 9Q: 3 clusters Score -879797.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -879920.000000 Penalty: 4571.197266
	Iteration 10Q: 3 clusters Score -879920 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -880056.375000 Penalty: 4571.197266
	Iteration 11Q: 3 clusters Score -880056.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -880238.687500 Penalty: 4571.197266
	Iteration 12Q: 3 clusters Score -880238.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -880466.562500 Penalty: 4571.197266
	Iteration 13Q: 3 clusters Score -880466.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -880726.375000 Penalty: 4571.197266
	Iteration 14Q: 3 clusters Score -880726.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -880972.000000 Penalty: 4571.197266
	Iteration 15Q: 3 clusters Score -880972 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -881218.687500 Penalty: 4571.197266
	Iteration 16Q: 3 clusters Score -881218.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -881438.750000 Penalty: 4571.197266
	Iteration 17Q: 3 clusters Score -881438.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -881617.812500 Penalty: 4571.197266
	Iteration 18Q: 3 clusters Score -881617.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -881786.000000 Penalty: 4571.197266
	Iteration 19Q: 3 clusters Score -881786 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -881920.750000 Penalty: 4571.197266
	Iteration 20F: 3 clusters Score -881920.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -882007.062500 Penalty: 4571.197266
	Iteration 21Q: 3 clusters Score -882007.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -882075.250000 Penalty: 4571.197266
	Iteration 22Q: 3 clusters Score -882075.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -882128.250000 Penalty: 4571.197266
	Iteration 23Q: 3 clusters Score -882128.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -882157.562500 Penalty: 4571.197266
	Iteration 24Q: 3 clusters Score -882157.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -882177.437500 Penalty: 4571.197266
	Iteration 25Q: 3 clusters Score -882177.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -882197.000000 Penalty: 4571.197266
	Iteration 26Q: 3 clusters Score -882197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -882213.437500 Penalty: 4571.197266
	Iteration 27Q: 3 clusters Score -882213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -882221.312500 Penalty: 4571.197266
	Iteration 28Q: 3 clusters Score -882221.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -882232.500000 Penalty: 4571.197266
	Iteration 29Q: 3 clusters Score -882232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -882240.625000 Penalty: 4571.197266
	Iteration 30Q: 3 clusters Score -882240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -882245.750000 Penalty: 4571.197266
	Iteration 31Q: 3 clusters Score -882245.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -882253.437500 Penalty: 4571.197266
	Iteration 32Q: 3 clusters Score -882253.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -882257.687500 Penalty: 4571.197266
	Iteration 33Q: 3 clusters Score -882257.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -882261.562500 Penalty: 4571.197266
	Iteration 34Q: 3 clusters Score -882261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -882262.500000 Penalty: 4571.197266
	Iteration 35Q: 3 clusters Score -882262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -882264.125000 Penalty: 4571.197266
	Iteration 36Q: 3 clusters Score -882264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -882267.687500 Penalty: 4571.197266
	Iteration 37Q: 3 clusters Score -882267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -882271.937500 Penalty: 4571.197266
	Iteration 38Q: 3 clusters Score -882271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -882271.937500 Penalty: 4571.197266
	Iteration 39F: 3 clusters Score -882271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Entering Unmasked Estep 
Score: -1530511.250000 Penalty: 2437.600098
	Iteration 0F: 2 clusters Score -1530511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1517506.250000 Penalty: 4875.200195
	Iteration 0F: 3 clusters Score -1517506 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1521965.375000 Penalty: 4875.200195
	Iteration 1F: 3 clusters Score -1521965 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1522464.125000 Penalty: 4875.200195
	Iteration 2F: 3 clusters Score -1522464 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1522995.625000 Penalty: 4875.200195
	Iteration 3F: 3 clusters Score -1522996 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1523535.125000 Penalty: 4875.200195
	Iteration 4F: 3 clusters Score -1523535 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1524077.625000 Penalty: 4875.200195
	Iteration 5F: 3 clusters Score -1524078 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1524706.125000 Penalty: 4875.200195
	Iteration 6F: 3 clusters Score -1524706 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1525389.625000 Penalty: 4875.200195
	Iteration 7F: 3 clusters Score -1525390 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1526004.500000 Penalty: 4875.200195
	Iteration 8Q: 3 clusters Score -1526004 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1526545.000000 Penalty: 4875.200195
	Iteration 9Q: 3 clusters Score -1526545 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1526991.000000 Penalty: 4875.200195
	Iteration 10Q: 3 clusters Score -1526991 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1527254.000000 Penalty: 4875.200195
	Iteration 11Q: 3 clusters Score -1527254 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1527424.875000 Penalty: 4875.200195
	Iteration 12Q: 3 clusters Score -1527425 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1527527.625000 Penalty: 4875.200195
	Iteration 13Q: 3 clusters Score -1527528 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1527609.125000 Penalty: 4875.200195
	Iteration 14Q: 3 clusters Score -1527609 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1527683.750000 Penalty: 4875.200195
	Iteration 15Q: 3 clusters Score -1527684 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1527755.250000 Penalty: 4875.200195
	Iteration 16Q: 3 clusters Score -1527755 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1527809.000000 Penalty: 4875.200195
	Iteration 17Q: 3 clusters Score -1527809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1527844.250000 Penalty: 4875.200195
	Iteration 18Q: 3 clusters Score -1527844 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1527889.250000 Penalty: 4875.200195
	Iteration 19Q: 3 clusters Score -1527889 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1527930.125000 Penalty: 4875.200195
	Iteration 20F: 3 clusters Score -1527930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1527985.000000 Penalty: 4875.200195
	Iteration 21Q: 3 clusters Score -1527985 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1528039.125000 Penalty: 4875.200195
	Iteration 22Q: 3 clusters Score -1528039 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1528087.750000 Penalty: 4875.200195
	Iteration 23Q: 3 clusters Score -1528088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1528122.125000 Penalty: 4875.200195
	Iteration 24Q: 3 clusters Score -1528122 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1528163.750000 Penalty: 4875.200195
	Iteration 25Q: 3 clusters Score -1528164 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1528213.375000 Penalty: 4875.200195
	Iteration 26Q: 3 clusters Score -1528213 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1528263.500000 Penalty: 4875.200195
	Iteration 27Q: 3 clusters Score -1528264 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1528315.625000 Penalty: 4875.200195
	Iteration 28Q: 3 clusters Score -1528316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1528365.750000 Penalty: 4875.200195
	Iteration 29Q: 3 clusters Score -1528366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1528421.000000 Penalty: 4875.200195
	Iteration 30Q: 3 clusters Score -1528421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1528456.000000 Penalty: 4875.200195
	Iteration 31Q: 3 clusters Score -1528456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1528480.500000 Penalty: 4875.200195
	Iteration 32Q: 3 clusters Score -1528480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1528494.375000 Penalty: 4875.200195
	Iteration 33Q: 3 clusters Score -1528494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1528519.375000 Penalty: 4875.200195
	Iteration 34Q: 3 clusters Score -1528519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1528542.625000 Penalty: 4875.200195
	Iteration 35Q: 3 clusters Score -1528543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1528562.125000 Penalty: 4875.200195
	Iteration 36Q: 3 clusters Score -1528562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1528577.375000 Penalty: 4875.200195
	Iteration 37Q: 3 clusters Score -1528577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1528584.250000 Penalty: 4875.200195
	Iteration 38Q: 3 clusters Score -1528584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1528595.375000 Penalty: 4875.200195
	Iteration 39Q: 3 clusters Score -1528595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -1528602.750000 Penalty: 4875.200195
	Iteration 40F: 3 clusters Score -1528603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1528608.875000 Penalty: 4875.200195
	Iteration 41Q: 3 clusters Score -1528609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1528616.375000 Penalty: 4875.200195
	Iteration 42Q: 3 clusters Score -1528616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1528622.500000 Penalty: 4875.200195
	Iteration 43Q: 3 clusters Score -1528622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1528627.375000 Penalty: 4875.200195
	Iteration 44Q: 3 clusters Score -1528627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1528638.500000 Penalty: 4875.200195
	Iteration 45Q: 3 clusters Score -1528638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1528649.500000 Penalty: 4875.200195
	Iteration 46Q: 3 clusters Score -1528650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1528649.000000 Penalty: 4875.200195
	Iteration 47Q: 3 clusters Score -1528649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1528647.750000 Penalty: 4875.200195
	Iteration 48Q: 3 clusters Score -1528648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1528650.250000 Penalty: 4875.200195
	Iteration 49Q: 3 clusters Score -1528650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1528651.250000 Penalty: 4875.200195
	Iteration 50Q: 3 clusters Score -1528651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1528653.125000 Penalty: 4875.200195
	Iteration 51Q: 3 clusters Score -1528653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1528652.875000 Penalty: 4875.200195
	Iteration 52Q: 3 clusters Score -1528653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1528656.875000 Penalty: 4875.200195
	Iteration 53Q: 3 clusters Score -1528657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1528656.000000 Penalty: 4875.200195
	Iteration 54Q: 3 clusters Score -1528656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1528660.625000 Penalty: 4875.200195
	Iteration 55Q: 3 clusters Score -1528661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1528662.000000 Penalty: 4875.200195
	Iteration 56Q: 3 clusters Score -1528662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1528660.500000 Penalty: 4875.200195
	Iteration 57Q: 3 clusters Score -1528660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1528667.625000 Penalty: 4875.200195
	Iteration 58Q: 3 clusters Score -1528668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1528665.875000 Penalty: 4875.200195
	Iteration 59Q: 3 clusters Score -1528666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1528672.125000 Penalty: 4875.200195
	Iteration 60F: 3 clusters Score -1528672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1528674.625000 Penalty: 4875.200195
	Iteration 61Q: 3 clusters Score -1528675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1528678.500000 Penalty: 4875.200195
	Iteration 62Q: 3 clusters Score -1528678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1528681.000000 Penalty: 4875.200195
	Iteration 63Q: 3 clusters Score -1528681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1528683.500000 Penalty: 4875.200195
	Iteration 64Q: 3 clusters Score -1528684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1528684.500000 Penalty: 4875.200195
	Iteration 65Q: 3 clusters Score -1528684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1528689.250000 Penalty: 4875.200195
	Iteration 66Q: 3 clusters Score -1528689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1528691.375000 Penalty: 4875.200195
	Iteration 67Q: 3 clusters Score -1528691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1528691.875000 Penalty: 4875.200195
	Iteration 68Q: 3 clusters Score -1528692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1528693.625000 Penalty: 4875.200195
	Iteration 69Q: 3 clusters Score -1528694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1528696.125000 Penalty: 4875.200195
	Iteration 70Q: 3 clusters Score -1528696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1528696.500000 Penalty: 4875.200195
	Iteration 71Q: 3 clusters Score -1528696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1528695.875000 Penalty: 4875.200195
	Iteration 72Q: 3 clusters Score -1528696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1528694.500000 Penalty: 4875.200195
	Iteration 73Q: 3 clusters Score -1528694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1528697.000000 Penalty: 4875.200195
	Iteration 74Q: 3 clusters Score -1528697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1528697.000000 Penalty: 4875.200195
	Iteration 75F: 3 clusters Score -1528697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Entering Unmasked Estep 
Score: -283465.312500 Penalty: 2026.486694
	Iteration 0F: 2 clusters Score -283465.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -279887.000000 Penalty: 4052.973389
	Iteration 0F: 3 clusters Score -279887 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -280756.468750 Penalty: 4052.973389
	Iteration 1F: 3 clusters Score -280756.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -281011.531250 Penalty: 4052.973389
	Iteration 2F: 3 clusters Score -281011.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -281205.343750 Penalty: 4052.973389
	Iteration 3F: 3 clusters Score -281205.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -281332.187500 Penalty: 4052.973389
	Iteration 4Q: 3 clusters Score -281332.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -281442.343750 Penalty: 4052.973389
	Iteration 5Q: 3 clusters Score -281442.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -281560.625000 Penalty: 4052.973389
	Iteration 6Q: 3 clusters Score -281560.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -281655.437500 Penalty: 4052.973389
	Iteration 7Q: 3 clusters Score -281655.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -281733.656250 Penalty: 4052.973389
	Iteration 8Q: 3 clusters Score -281733.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -281791.375000 Penalty: 4052.973389
	Iteration 9Q: 3 clusters Score -281791.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -281815.875000 Penalty: 4052.973389
	Iteration 10Q: 3 clusters Score -281815.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -281840.031250 Penalty: 4052.973389
	Iteration 11Q: 3 clusters Score -281840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -281855.843750 Penalty: 4052.973389
	Iteration 12Q: 3 clusters Score -281855.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -281869.531250 Penalty: 4052.973389
	Iteration 13Q: 3 clusters Score -281869.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -281880.906250 Penalty: 4052.973389
	Iteration 14Q: 3 clusters Score -281880.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -281891.781250 Penalty: 4052.973389
	Iteration 15Q: 3 clusters Score -281891.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -281898.625000 Penalty: 4052.973389
	Iteration 16Q: 3 clusters Score -281898.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -281903.281250 Penalty: 4052.973389
	Iteration 17Q: 3 clusters Score -281903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -281903.718750 Penalty: 4052.973389
	Iteration 18Q: 3 clusters Score -281903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -281904.906250 Penalty: 4052.973389
	Iteration 19Q: 3 clusters Score -281904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -281906.187500 Penalty: 4052.973389
	Iteration 20F: 3 clusters Score -281906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -281907.093750 Penalty: 4052.973389
	Iteration 21Q: 3 clusters Score -281907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -281907.906250 Penalty: 4052.973389
	Iteration 22Q: 3 clusters Score -281907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -281908.437500 Penalty: 4052.973389
	Iteration 23Q: 3 clusters Score -281908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -281910.062500 Penalty: 4052.973389
	Iteration 24Q: 3 clusters Score -281910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -281911.218750 Penalty: 4052.973389
	Iteration 25Q: 3 clusters Score -281911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -281913.562500 Penalty: 4052.973389
	Iteration 26Q: 3 clusters Score -281913.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -281916.062500 Penalty: 4052.973389
	Iteration 27Q: 3 clusters Score -281916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -281916.500000 Penalty: 4052.973389
	Iteration 28Q: 3 clusters Score -281916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -281919.062500 Penalty: 4052.973389
	Iteration 29Q: 3 clusters Score -281919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -281924.718750 Penalty: 4052.973389
	Iteration 30Q: 3 clusters Score -281924.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -281929.500000 Penalty: 4052.973389
	Iteration 31Q: 3 clusters Score -281929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -281932.125000 Penalty: 4052.973389
	Iteration 32Q: 3 clusters Score -281932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -281935.156250 Penalty: 4052.973389
	Iteration 33Q: 3 clusters Score -281935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -281938.312500 Penalty: 4052.973389
	Iteration 34Q: 3 clusters Score -281938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -281941.031250 Penalty: 4052.973389
	Iteration 35Q: 3 clusters Score -281941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -281943.093750 Penalty: 4052.973389
	Iteration 36Q: 3 clusters Score -281943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -281944.375000 Penalty: 4052.973389
	Iteration 37Q: 3 clusters Score -281944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -281945.781250 Penalty: 4052.973389
	Iteration 38Q: 3 clusters Score -281945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -281945.312500 Penalty: 4052.973389
	Iteration 39Q: 3 clusters Score -281945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -281945.906250 Penalty: 4052.973389
	Iteration 40F: 3 clusters Score -281945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (108660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108660 members 
Entering Unmasked Estep 
Score: -9269289.000000 Penalty: 2875.802734
	Iteration 0F: 2 clusters Score -9269289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -9197112.000000 Penalty: 5751.605469
	Iteration 0F: 3 clusters Score -9197112 nChanged 51279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -9226360.000000 Penalty: 5751.605469
	Iteration 1F: 3 clusters Score -9226360 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -9227513.000000 Penalty: 5751.605469
	Iteration 2Q: 3 clusters Score -9227513 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -9229118.000000 Penalty: 5751.605469
	Iteration 3Q: 3 clusters Score -9229118 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -9231722.000000 Penalty: 5751.605469
	Iteration 4F: 3 clusters Score -9231722 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -9236021.000000 Penalty: 5751.605469
	Iteration 5F: 3 clusters Score -9236021 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -9242297.000000 Penalty: 5751.605469
	Iteration 6F: 3 clusters Score -9242297 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -9250110.000000 Penalty: 5751.605469
	Iteration 7F: 3 clusters Score -9250110 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -9257534.000000 Penalty: 5751.605469
	Iteration 8F: 3 clusters Score -9257534 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
Score: -9262369.000000 Penalty: 5751.605469
	Iteration 9Q: 3 clusters Score -9262369 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 106274 members 
Entering Unmasked Estep 
Score: -9264899.000000 Penalty: 5751.605469
	Iteration 10Q: 3 clusters Score -9264899 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -9265990.000000 Penalty: 5751.605469
	Iteration 11Q: 3 clusters Score -9265990 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 107996 members 
Entering Unmasked Estep 
Score: -9266380.000000 Penalty: 5751.605469
	Iteration 12Q: 3 clusters Score -9266380 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 108149 members 
Entering Unmasked Estep 
Score: -9266524.000000 Penalty: 5751.605469
	Iteration 13Q: 3 clusters Score -9266524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
Score: -9266628.000000 Penalty: 5751.605469
	Iteration 14Q: 3 clusters Score -9266628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -9266703.000000 Penalty: 5751.605469
	Iteration 15Q: 3 clusters Score -9266703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -9266722.000000 Penalty: 5751.605469
	Iteration 16Q: 3 clusters Score -9266722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -9266737.000000 Penalty: 5751.605469
	Iteration 17Q: 3 clusters Score -9266737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -9266755.000000 Penalty: 5751.605469
	Iteration 18Q: 3 clusters Score -9266755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 108307 members 
Entering Unmasked Estep 
Score: -9266765.000000 Penalty: 5751.605469
	Iteration 19Q: 3 clusters Score -9266765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -9266775.000000 Penalty: 5751.605469
	Iteration 20F: 3 clusters Score -9266775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -9266800.000000 Penalty: 5751.605469
	Iteration 21Q: 3 clusters Score -9266800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -9266806.000000 Penalty: 5751.605469
	Iteration 22Q: 3 clusters Score -9266806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 108323 members 
Entering Unmasked Estep 
Score: -9266816.000000 Penalty: 5751.605469
	Iteration 23Q: 3 clusters Score -9266816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -9266826.000000 Penalty: 5751.605469
	Iteration 24Q: 3 clusters Score -9266826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -9266835.000000 Penalty: 5751.605469
	Iteration 25Q: 3 clusters Score -9266835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -9266833.000000 Penalty: 5751.605469
	Iteration 26Q: 3 clusters Score -9266833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -9266838.000000 Penalty: 5751.605469
	Iteration 27Q: 3 clusters Score -9266838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -9266837.000000 Penalty: 5751.605469
	Iteration 28Q: 3 clusters Score -9266837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -9266834.000000 Penalty: 5751.605469
	Iteration 29Q: 3 clusters Score -9266834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -9266834.000000 Penalty: 5751.605469
	Iteration 30F: 3 clusters Score -9266834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Entering Unmasked Estep 
Score: -1268713.750000 Penalty: 2375.575684
	Iteration 0F: 2 clusters Score -1268714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1258245.500000 Penalty: 4751.151367
	Iteration 0F: 3 clusters Score -1258246 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1261449.750000 Penalty: 4751.151367
	Iteration 1F: 3 clusters Score -1261450 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1261770.625000 Penalty: 4751.151367
	Iteration 2F: 3 clusters Score -1261771 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1262006.375000 Penalty: 4751.151367
	Iteration 3Q: 3 clusters Score -1262006 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1262169.750000 Penalty: 4751.151367
	Iteration 4Q: 3 clusters Score -1262170 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1262292.625000 Penalty: 4751.151367
	Iteration 5Q: 3 clusters Score -1262293 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1262391.000000 Penalty: 4751.151367
	Iteration 6Q: 3 clusters Score -1262391 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1262488.125000 Penalty: 4751.151367
	Iteration 7Q: 3 clusters Score -1262488 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1262584.500000 Penalty: 4751.151367
	Iteration 8Q: 3 clusters Score -1262584 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1262674.375000 Penalty: 4751.151367
	Iteration 9Q: 3 clusters Score -1262674 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1262761.375000 Penalty: 4751.151367
	Iteration 10Q: 3 clusters Score -1262761 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1262843.000000 Penalty: 4751.151367
	Iteration 11Q: 3 clusters Score -1262843 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1262916.375000 Penalty: 4751.151367
	Iteration 12Q: 3 clusters Score -1262916 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1262983.125000 Penalty: 4751.151367
	Iteration 13Q: 3 clusters Score -1262983 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1263043.875000 Penalty: 4751.151367
	Iteration 14Q: 3 clusters Score -1263044 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1263111.625000 Penalty: 4751.151367
	Iteration 15Q: 3 clusters Score -1263112 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1263176.125000 Penalty: 4751.151367
	Iteration 16Q: 3 clusters Score -1263176 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1263254.000000 Penalty: 4751.151367
	Iteration 17Q: 3 clusters Score -1263254 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1263334.500000 Penalty: 4751.151367
	Iteration 18Q: 3 clusters Score -1263334 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1263447.250000 Penalty: 4751.151367
	Iteration 19Q: 3 clusters Score -1263447 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1263559.750000 Penalty: 4751.151367
	Iteration 20F: 3 clusters Score -1263560 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1263699.375000 Penalty: 4751.151367
	Iteration 21Q: 3 clusters Score -1263699 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1263861.000000 Penalty: 4751.151367
	Iteration 22Q: 3 clusters Score -1263861 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1264043.250000 Penalty: 4751.151367
	Iteration 23Q: 3 clusters Score -1264043 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1264243.875000 Penalty: 4751.151367
	Iteration 24Q: 3 clusters Score -1264244 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1264463.000000 Penalty: 4751.151367
	Iteration 25Q: 3 clusters Score -1264463 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1264700.375000 Penalty: 4751.151367
	Iteration 26Q: 3 clusters Score -1264700 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1264955.500000 Penalty: 4751.151367
	Iteration 27Q: 3 clusters Score -1264956 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1265233.000000 Penalty: 4751.151367
	Iteration 28Q: 3 clusters Score -1265233 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1265529.875000 Penalty: 4751.151367
	Iteration 29Q: 3 clusters Score -1265530 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1265773.750000 Penalty: 4751.151367
	Iteration 30Q: 3 clusters Score -1265774 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1265989.625000 Penalty: 4751.151367
	Iteration 31Q: 3 clusters Score -1265990 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1266177.500000 Penalty: 4751.151367
	Iteration 32Q: 3 clusters Score -1266178 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1266297.375000 Penalty: 4751.151367
	Iteration 33Q: 3 clusters Score -1266297 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1266393.125000 Penalty: 4751.151367
	Iteration 34Q: 3 clusters Score -1266393 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1266454.875000 Penalty: 4751.151367
	Iteration 35Q: 3 clusters Score -1266455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1266503.000000 Penalty: 4751.151367
	Iteration 36Q: 3 clusters Score -1266503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1266537.375000 Penalty: 4751.151367
	Iteration 37Q: 3 clusters Score -1266537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1266555.750000 Penalty: 4751.151367
	Iteration 38Q: 3 clusters Score -1266556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1266575.875000 Penalty: 4751.151367
	Iteration 39Q: 3 clusters Score -1266576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1266587.875000 Penalty: 4751.151367
	Iteration 40F: 3 clusters Score -1266588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1266598.125000 Penalty: 4751.151367
	Iteration 41Q: 3 clusters Score -1266598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1266601.500000 Penalty: 4751.151367
	Iteration 42Q: 3 clusters Score -1266602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1266604.750000 Penalty: 4751.151367
	Iteration 43Q: 3 clusters Score -1266605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1266605.625000 Penalty: 4751.151367
	Iteration 44Q: 3 clusters Score -1266606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1266608.625000 Penalty: 4751.151367
	Iteration 45Q: 3 clusters Score -1266609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1266615.125000 Penalty: 4751.151367
	Iteration 46Q: 3 clusters Score -1266615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1266616.125000 Penalty: 4751.151367
	Iteration 47Q: 3 clusters Score -1266616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1266620.000000 Penalty: 4751.151367
	Iteration 48Q: 3 clusters Score -1266620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1266623.375000 Penalty: 4751.151367
	Iteration 49Q: 3 clusters Score -1266623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1266626.500000 Penalty: 4751.151367
	Iteration 50Q: 3 clusters Score -1266626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1266629.250000 Penalty: 4751.151367
	Iteration 51Q: 3 clusters Score -1266629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1266628.000000 Penalty: 4751.151367
	Iteration 52Q: 3 clusters Score -1266628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1266628.000000 Penalty: 4751.151367
	Iteration 53F: 3 clusters Score -1266628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (37325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Entering Unmasked Estep 
Score: -3219297.500000 Penalty: 2610.800049
	Iteration 0F: 2 clusters Score -3219298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3194018.250000 Penalty: 5221.600098
	Iteration 0F: 3 clusters Score -3194018 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3203311.750000 Penalty: 5221.600098
	Iteration 1F: 3 clusters Score -3203312 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3203935.500000 Penalty: 5221.600098
	Iteration 2Q: 3 clusters Score -3203936 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3204637.750000 Penalty: 5221.600098
	Iteration 3Q: 3 clusters Score -3204638 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3205430.250000 Penalty: 5221.600098
	Iteration 4F: 3 clusters Score -3205430 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3206252.250000 Penalty: 5221.600098
	Iteration 5F: 3 clusters Score -3206252 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3207227.000000 Penalty: 5221.600098
	Iteration 6F: 3 clusters Score -3207227 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3208331.000000 Penalty: 5221.600098
	Iteration 7F: 3 clusters Score -3208331 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3209541.000000 Penalty: 5221.600098
	Iteration 8F: 3 clusters Score -3209541 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3210749.000000 Penalty: 5221.600098
	Iteration 9F: 3 clusters Score -3210749 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3211842.750000 Penalty: 5221.600098
	Iteration 10Q: 3 clusters Score -3211843 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3212884.000000 Penalty: 5221.600098
	Iteration 11Q: 3 clusters Score -3212884 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3213759.750000 Penalty: 5221.600098
	Iteration 12Q: 3 clusters Score -3213760 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3214555.750000 Penalty: 5221.600098
	Iteration 13Q: 3 clusters Score -3214556 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3215159.000000 Penalty: 5221.600098
	Iteration 14Q: 3 clusters Score -3215159 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3215585.000000 Penalty: 5221.600098
	Iteration 15Q: 3 clusters Score -3215585 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3215933.000000 Penalty: 5221.600098
	Iteration 16Q: 3 clusters Score -3215933 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3216224.000000 Penalty: 5221.600098
	Iteration 17Q: 3 clusters Score -3216224 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3216435.000000 Penalty: 5221.600098
	Iteration 18Q: 3 clusters Score -3216435 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3216564.250000 Penalty: 5221.600098
	Iteration 19Q: 3 clusters Score -3216564 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3216705.500000 Penalty: 5221.600098
	Iteration 20F: 3 clusters Score -3216706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3216791.250000 Penalty: 5221.600098
	Iteration 21Q: 3 clusters Score -3216791 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3216845.500000 Penalty: 5221.600098
	Iteration 22Q: 3 clusters Score -3216846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3216896.250000 Penalty: 5221.600098
	Iteration 23Q: 3 clusters Score -3216896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3216919.750000 Penalty: 5221.600098
	Iteration 24Q: 3 clusters Score -3216920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3216936.500000 Penalty: 5221.600098
	Iteration 25Q: 3 clusters Score -3216936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3216931.500000 Penalty: 5221.600098
	Iteration 26Q: 3 clusters Score -3216932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3216946.750000 Penalty: 5221.600098
	Iteration 27Q: 3 clusters Score -3216947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3216965.250000 Penalty: 5221.600098
	Iteration 28Q: 3 clusters Score -3216965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3216979.500000 Penalty: 5221.600098
	Iteration 29Q: 3 clusters Score -3216980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3216995.000000 Penalty: 5221.600098
	Iteration 30Q: 3 clusters Score -3216995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3217013.250000 Penalty: 5221.600098
	Iteration 31Q: 3 clusters Score -3217013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3217035.000000 Penalty: 5221.600098
	Iteration 32Q: 3 clusters Score -3217035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3217045.750000 Penalty: 5221.600098
	Iteration 33Q: 3 clusters Score -3217046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3217062.500000 Penalty: 5221.600098
	Iteration 34Q: 3 clusters Score -3217062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3217070.500000 Penalty: 5221.600098
	Iteration 35Q: 3 clusters Score -3217070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3217080.750000 Penalty: 5221.600098
	Iteration 36Q: 3 clusters Score -3217081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3217084.250000 Penalty: 5221.600098
	Iteration 37Q: 3 clusters Score -3217084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3217090.750000 Penalty: 5221.600098
	Iteration 38Q: 3 clusters Score -3217091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3217099.000000 Penalty: 5221.600098
	Iteration 39Q: 3 clusters Score -3217099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3217094.750000 Penalty: 5221.600098
	Iteration 40F: 3 clusters Score -3217095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3217096.250000 Penalty: 5221.600098
	Iteration 41Q: 3 clusters Score -3217096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3217097.500000 Penalty: 5221.600098
	Iteration 42Q: 3 clusters Score -3217098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3217099.750000 Penalty: 5221.600098
	Iteration 43Q: 3 clusters Score -3217100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3217099.750000 Penalty: 5221.600098
	Iteration 44F: 3 clusters Score -3217100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Entering Unmasked Estep 
Score: -1131758.625000 Penalty: 2364.436035
	Iteration 0F: 2 clusters Score -1131759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1121662.750000 Penalty: 4728.872070
	Iteration 0F: 3 clusters Score -1121663 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1124937.625000 Penalty: 4728.872070
	Iteration 1F: 3 clusters Score -1124938 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1125485.750000 Penalty: 4728.872070
	Iteration 2F: 3 clusters Score -1125486 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1125946.500000 Penalty: 4728.872070
	Iteration 3F: 3 clusters Score -1125946 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1126380.375000 Penalty: 4728.872070
	Iteration 4F: 3 clusters Score -1126380 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1126812.000000 Penalty: 4728.872070
	Iteration 5F: 3 clusters Score -1126812 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1127350.625000 Penalty: 4728.872070
	Iteration 6F: 3 clusters Score -1127351 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1127982.000000 Penalty: 4728.872070
	Iteration 7F: 3 clusters Score -1127982 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1128591.500000 Penalty: 4728.872070
	Iteration 8F: 3 clusters Score -1128592 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1129067.875000 Penalty: 4728.872070
	Iteration 9F: 3 clusters Score -1129068 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1129424.875000 Penalty: 4728.872070
	Iteration 10Q: 3 clusters Score -1129425 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1129663.500000 Penalty: 4728.872070
	Iteration 11Q: 3 clusters Score -1129664 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1129806.750000 Penalty: 4728.872070
	Iteration 12Q: 3 clusters Score -1129807 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1129888.375000 Penalty: 4728.872070
	Iteration 13Q: 3 clusters Score -1129888 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1129945.000000 Penalty: 4728.872070
	Iteration 14Q: 3 clusters Score -1129945 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1129974.750000 Penalty: 4728.872070
	Iteration 15Q: 3 clusters Score -1129975 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1130005.500000 Penalty: 4728.872070
	Iteration 16Q: 3 clusters Score -1130006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1130017.750000 Penalty: 4728.872070
	Iteration 17Q: 3 clusters Score -1130018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1130030.875000 Penalty: 4728.872070
	Iteration 18Q: 3 clusters Score -1130031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1130041.375000 Penalty: 4728.872070
	Iteration 19Q: 3 clusters Score -1130041 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1130047.875000 Penalty: 4728.872070
	Iteration 20F: 3 clusters Score -1130048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1130056.875000 Penalty: 4728.872070
	Iteration 21Q: 3 clusters Score -1130057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1130063.500000 Penalty: 4728.872070
	Iteration 22Q: 3 clusters Score -1130064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1130064.250000 Penalty: 4728.872070
	Iteration 23Q: 3 clusters Score -1130064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1130065.000000 Penalty: 4728.872070
	Iteration 24Q: 3 clusters Score -1130065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1130066.500000 Penalty: 4728.872070
	Iteration 25Q: 3 clusters Score -1130066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1130071.500000 Penalty: 4728.872070
	Iteration 26Q: 3 clusters Score -1130072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1130071.625000 Penalty: 4728.872070
	Iteration 27Q: 3 clusters Score -1130072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1130072.750000 Penalty: 4728.872070
	Iteration 28Q: 3 clusters Score -1130073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1130074.875000 Penalty: 4728.872070
	Iteration 29Q: 3 clusters Score -1130075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1130076.750000 Penalty: 4728.872070
	Iteration 30Q: 3 clusters Score -1130077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1130078.000000 Penalty: 4728.872070
	Iteration 31Q: 3 clusters Score -1130078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1130078.625000 Penalty: 4728.872070
	Iteration 32Q: 3 clusters Score -1130079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1130077.250000 Penalty: 4728.872070
	Iteration 33Q: 3 clusters Score -1130077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1130074.750000 Penalty: 4728.872070
	Iteration 34Q: 3 clusters Score -1130075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1130077.750000 Penalty: 4728.872070
	Iteration 35Q: 3 clusters Score -1130078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1130076.250000 Penalty: 4728.872070
	Iteration 36Q: 3 clusters Score -1130076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1130077.750000 Penalty: 4728.872070
	Iteration 37Q: 3 clusters Score -1130078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1130081.125000 Penalty: 4728.872070
	Iteration 38Q: 3 clusters Score -1130081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1130082.750000 Penalty: 4728.872070
	Iteration 39Q: 3 clusters Score -1130083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1130083.875000 Penalty: 4728.872070
	Iteration 40F: 3 clusters Score -1130084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1130085.125000 Penalty: 4728.872070
	Iteration 41Q: 3 clusters Score -1130085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1130086.125000 Penalty: 4728.872070
	Iteration 42Q: 3 clusters Score -1130086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1130087.125000 Penalty: 4728.872070
	Iteration 43Q: 3 clusters Score -1130087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1130089.375000 Penalty: 4728.872070
	Iteration 44Q: 3 clusters Score -1130089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1130089.250000 Penalty: 4728.872070
	Iteration 45Q: 3 clusters Score -1130089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1130089.250000 Penalty: 4728.872070
	Iteration 46Q: 3 clusters Score -1130089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1130092.125000 Penalty: 4728.872070
	Iteration 47Q: 3 clusters Score -1130092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1130094.625000 Penalty: 4728.872070
	Iteration 48Q: 3 clusters Score -1130095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1130095.125000 Penalty: 4728.872070
	Iteration 49Q: 3 clusters Score -1130095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1130098.125000 Penalty: 4728.872070
	Iteration 50Q: 3 clusters Score -1130098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1130100.750000 Penalty: 4728.872070
	Iteration 51Q: 3 clusters Score -1130101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1130102.125000 Penalty: 4728.872070
	Iteration 52Q: 3 clusters Score -1130102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1130102.125000 Penalty: 4728.872070
	Iteration 53Q: 3 clusters Score -1130102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1130104.875000 Penalty: 4728.872070
	Iteration 54Q: 3 clusters Score -1130105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1130108.000000 Penalty: 4728.872070
	Iteration 55Q: 3 clusters Score -1130108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1130107.000000 Penalty: 4728.872070
	Iteration 56Q: 3 clusters Score -1130107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1130111.750000 Penalty: 4728.872070
	Iteration 57Q: 3 clusters Score -1130112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1130111.125000 Penalty: 4728.872070
	Iteration 58Q: 3 clusters Score -1130111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1130109.375000 Penalty: 4728.872070
	Iteration 59Q: 3 clusters Score -1130109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1130115.500000 Penalty: 4728.872070
	Iteration 60F: 3 clusters Score -1130116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1130114.625000 Penalty: 4728.872070
	Iteration 61Q: 3 clusters Score -1130115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1130116.750000 Penalty: 4728.872070
	Iteration 62Q: 3 clusters Score -1130117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1130114.375000 Penalty: 4728.872070
	Iteration 63Q: 3 clusters Score -1130114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1130114.500000 Penalty: 4728.872070
	Iteration 64Q: 3 clusters Score -1130114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1130120.375000 Penalty: 4728.872070
	Iteration 65Q: 3 clusters Score -1130120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1130119.000000 Penalty: 4728.872070
	Iteration 66Q: 3 clusters Score -1130119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1130119.125000 Penalty: 4728.872070
	Iteration 67Q: 3 clusters Score -1130119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1130121.750000 Penalty: 4728.872070
	Iteration 68Q: 3 clusters Score -1130122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1130123.625000 Penalty: 4728.872070
	Iteration 69Q: 3 clusters Score -1130124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1130124.500000 Penalty: 4728.872070
	Iteration 70Q: 3 clusters Score -1130124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1130126.125000 Penalty: 4728.872070
	Iteration 71Q: 3 clusters Score -1130126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1130128.125000 Penalty: 4728.872070
	Iteration 72Q: 3 clusters Score -1130128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1130126.750000 Penalty: 4728.872070
	Iteration 73Q: 3 clusters Score -1130127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1130133.000000 Penalty: 4728.872070
	Iteration 74Q: 3 clusters Score -1130133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1130137.375000 Penalty: 4728.872070
	Iteration 75Q: 3 clusters Score -1130137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1130141.250000 Penalty: 4728.872070
	Iteration 76Q: 3 clusters Score -1130141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1130145.000000 Penalty: 4728.872070
	Iteration 77Q: 3 clusters Score -1130145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1130146.000000 Penalty: 4728.872070
	Iteration 78Q: 3 clusters Score -1130146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1130147.875000 Penalty: 4728.872070
	Iteration 79Q: 3 clusters Score -1130148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1130151.250000 Penalty: 4728.872070
	Iteration 80F: 3 clusters Score -1130151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1130152.875000 Penalty: 4728.872070
	Iteration 81Q: 3 clusters Score -1130153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1130153.375000 Penalty: 4728.872070
	Iteration 82Q: 3 clusters Score -1130153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1130154.625000 Penalty: 4728.872070
	Iteration 83Q: 3 clusters Score -1130155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1130160.250000 Penalty: 4728.872070
	Iteration 84Q: 3 clusters Score -1130160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1130166.625000 Penalty: 4728.872070
	Iteration 85Q: 3 clusters Score -1130167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1130165.625000 Penalty: 4728.872070
	Iteration 86Q: 3 clusters Score -1130166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1130169.000000 Penalty: 4728.872070
	Iteration 87Q: 3 clusters Score -1130169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1130167.000000 Penalty: 4728.872070
	Iteration 88Q: 3 clusters Score -1130167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1130167.250000 Penalty: 4728.872070
	Iteration 89Q: 3 clusters Score -1130167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1130167.250000 Penalty: 4728.872070
	Iteration 90Q: 3 clusters Score -1130167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1130169.750000 Penalty: 4728.872070
	Iteration 91Q: 3 clusters Score -1130170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1130169.875000 Penalty: 4728.872070
	Iteration 92Q: 3 clusters Score -1130170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1130171.375000 Penalty: 4728.872070
	Iteration 93Q: 3 clusters Score -1130171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1130168.750000 Penalty: 4728.872070
	Iteration 94Q: 3 clusters Score -1130169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1130170.875000 Penalty: 4728.872070
	Iteration 95Q: 3 clusters Score -1130171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1130170.125000 Penalty: 4728.872070
	Iteration 96Q: 3 clusters Score -1130170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1130172.125000 Penalty: 4728.872070
	Iteration 97Q: 3 clusters Score -1130172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1130172.625000 Penalty: 4728.872070
	Iteration 98Q: 3 clusters Score -1130173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1130173.625000 Penalty: 4728.872070
	Iteration 99Q: 3 clusters Score -1130174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1130170.250000 Penalty: 4728.872070
	Iteration 100F: 3 clusters Score -1130170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1130171.750000 Penalty: 4728.872070
	Iteration 101Q: 3 clusters Score -1130172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1130173.875000 Penalty: 4728.872070
	Iteration 102Q: 3 clusters Score -1130174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1130174.375000 Penalty: 4728.872070
	Iteration 103Q: 3 clusters Score -1130174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1130174.375000 Penalty: 4728.872070
	Iteration 104Q: 3 clusters Score -1130174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1130175.125000 Penalty: 4728.872070
	Iteration 105Q: 3 clusters Score -1130175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1130176.375000 Penalty: 4728.872070
	Iteration 106Q: 3 clusters Score -1130176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1130176.375000 Penalty: 4728.872070
	Iteration 107Q: 3 clusters Score -1130176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1130176.000000 Penalty: 4728.872070
	Iteration 108Q: 3 clusters Score -1130176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1130174.375000 Penalty: 4728.872070
	Iteration 109Q: 3 clusters Score -1130174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1130177.250000 Penalty: 4728.872070
	Iteration 110Q: 3 clusters Score -1130177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1130177.250000 Penalty: 4728.872070
	Iteration 111Q: 3 clusters Score -1130177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1130177.375000 Penalty: 4728.872070
	Iteration 112Q: 3 clusters Score -1130177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1130181.625000 Penalty: 4728.872070
	Iteration 113Q: 3 clusters Score -1130182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1130181.250000 Penalty: 4728.872070
	Iteration 114Q: 3 clusters Score -1130181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1130180.375000 Penalty: 4728.872070
	Iteration 115Q: 3 clusters Score -1130180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1130183.375000 Penalty: 4728.872070
	Iteration 116Q: 3 clusters Score -1130183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1130183.250000 Penalty: 4728.872070
	Iteration 117Q: 3 clusters Score -1130183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1130182.750000 Penalty: 4728.872070
	Iteration 118Q: 3 clusters Score -1130183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1130183.125000 Penalty: 4728.872070
	Iteration 119Q: 3 clusters Score -1130183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1130185.875000 Penalty: 4728.872070
	Iteration 120F: 3 clusters Score -1130186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1130184.875000 Penalty: 4728.872070
	Iteration 121Q: 3 clusters Score -1130185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1130184.875000 Penalty: 4728.872070
	Iteration 122F: 3 clusters Score -1130185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Entering Unmasked Estep 
Score: -1242802.250000 Penalty: 2374.285645
	Iteration 0F: 2 clusters Score -1242802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1232399.375000 Penalty: 4748.571289
	Iteration 0F: 3 clusters Score -1232399 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1235582.125000 Penalty: 4748.571289
	Iteration 1F: 3 clusters Score -1235582 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1235966.750000 Penalty: 4748.571289
	Iteration 2F: 3 clusters Score -1235967 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1236314.000000 Penalty: 4748.571289
	Iteration 3F: 3 clusters Score -1236314 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1236657.375000 Penalty: 4748.571289
	Iteration 4F: 3 clusters Score -1236657 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1237046.125000 Penalty: 4748.571289
	Iteration 5F: 3 clusters Score -1237046 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1237511.625000 Penalty: 4748.571289
	Iteration 6F: 3 clusters Score -1237512 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1238086.375000 Penalty: 4748.571289
	Iteration 7F: 3 clusters Score -1238086 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1238762.000000 Penalty: 4748.571289
	Iteration 8F: 3 clusters Score -1238762 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1239403.750000 Penalty: 4748.571289
	Iteration 9F: 3 clusters Score -1239404 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1239920.000000 Penalty: 4748.571289
	Iteration 10Q: 3 clusters Score -1239920 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1240265.125000 Penalty: 4748.571289
	Iteration 11Q: 3 clusters Score -1240265 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1240477.500000 Penalty: 4748.571289
	Iteration 12Q: 3 clusters Score -1240478 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1240614.000000 Penalty: 4748.571289
	Iteration 13Q: 3 clusters Score -1240614 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1240719.125000 Penalty: 4748.571289
	Iteration 14Q: 3 clusters Score -1240719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1240785.875000 Penalty: 4748.571289
	Iteration 15Q: 3 clusters Score -1240786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1240828.500000 Penalty: 4748.571289
	Iteration 16Q: 3 clusters Score -1240828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1240866.000000 Penalty: 4748.571289
	Iteration 17Q: 3 clusters Score -1240866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1240890.750000 Penalty: 4748.571289
	Iteration 18Q: 3 clusters Score -1240891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1240916.375000 Penalty: 4748.571289
	Iteration 19Q: 3 clusters Score -1240916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1240945.625000 Penalty: 4748.571289
	Iteration 20F: 3 clusters Score -1240946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1240970.500000 Penalty: 4748.571289
	Iteration 21Q: 3 clusters Score -1240970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1241010.375000 Penalty: 4748.571289
	Iteration 22Q: 3 clusters Score -1241010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1241076.500000 Penalty: 4748.571289
	Iteration 23Q: 3 clusters Score -1241076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1241137.875000 Penalty: 4748.571289
	Iteration 24Q: 3 clusters Score -1241138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1241183.000000 Penalty: 4748.571289
	Iteration 25Q: 3 clusters Score -1241183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1241219.250000 Penalty: 4748.571289
	Iteration 26Q: 3 clusters Score -1241219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1241246.625000 Penalty: 4748.571289
	Iteration 27Q: 3 clusters Score -1241247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1241259.750000 Penalty: 4748.571289
	Iteration 28Q: 3 clusters Score -1241260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1241264.750000 Penalty: 4748.571289
	Iteration 29Q: 3 clusters Score -1241265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1241269.375000 Penalty: 4748.571289
	Iteration 30Q: 3 clusters Score -1241269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1241276.125000 Penalty: 4748.571289
	Iteration 31Q: 3 clusters Score -1241276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1241280.250000 Penalty: 4748.571289
	Iteration 32Q: 3 clusters Score -1241280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1241282.500000 Penalty: 4748.571289
	Iteration 33Q: 3 clusters Score -1241282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1241286.125000 Penalty: 4748.571289
	Iteration 34Q: 3 clusters Score -1241286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1241286.875000 Penalty: 4748.571289
	Iteration 35Q: 3 clusters Score -1241287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1241286.875000 Penalty: 4748.571289
	Iteration 36F: 3 clusters Score -1241287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -295003.250000 Penalty: 2015.669556
	Iteration 0F: 2 clusters Score -295003.2 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 1702 members 
Entering Unmasked Estep 
Score: -291497.875000 Penalty: 4031.339111
	Iteration 0F: 3 clusters Score -291497.9 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -292228.062500 Penalty: 4031.339111
	Iteration 1F: 3 clusters Score -292228.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -292374.437500 Penalty: 4031.339111
	Iteration 2F: 3 clusters Score -292374.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -292463.343750 Penalty: 4031.339111
	Iteration 3Q: 3 clusters Score -292463.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -292538.000000 Penalty: 4031.339111
	Iteration 4Q: 3 clusters Score -292538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -292578.343750 Penalty: 4031.339111
	Iteration 5Q: 3 clusters Score -292578.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -292605.281250 Penalty: 4031.339111
	Iteration 6Q: 3 clusters Score -292605.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -292624.312500 Penalty: 4031.339111
	Iteration 7Q: 3 clusters Score -292624.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -292638.187500 Penalty: 4031.339111
	Iteration 8Q: 3 clusters Score -292638.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -292654.250000 Penalty: 4031.339111
	Iteration 9Q: 3 clusters Score -292654.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -292669.531250 Penalty: 4031.339111
	Iteration 10Q: 3 clusters Score -292669.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -292680.062500 Penalty: 4031.339111
	Iteration 11Q: 3 clusters Score -292680.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -292689.562500 Penalty: 4031.339111
	Iteration 12Q: 3 clusters Score -292689.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -292698.562500 Penalty: 4031.339111
	Iteration 13Q: 3 clusters Score -292698.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -292708.343750 Penalty: 4031.339111
	Iteration 14Q: 3 clusters Score -292708.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -292722.187500 Penalty: 4031.339111
	Iteration 15Q: 3 clusters Score -292722.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -292730.031250 Penalty: 4031.339111
	Iteration 16Q: 3 clusters Score -292730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -292738.468750 Penalty: 4031.339111
	Iteration 17Q: 3 clusters Score -292738.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -292747.593750 Penalty: 4031.339111
	Iteration 18Q: 3 clusters Score -292747.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -292753.593750 Penalty: 4031.339111
	Iteration 19Q: 3 clusters Score -292753.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -292758.375000 Penalty: 4031.339111
	Iteration 20F: 3 clusters Score -292758.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -292764.156250 Penalty: 4031.339111
	Iteration 21Q: 3 clusters Score -292764.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -292771.406250 Penalty: 4031.339111
	Iteration 22Q: 3 clusters Score -292771.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -292777.906250 Penalty: 4031.339111
	Iteration 23Q: 3 clusters Score -292777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -292784.062500 Penalty: 4031.339111
	Iteration 24Q: 3 clusters Score -292784.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -292793.062500 Penalty: 4031.339111
	Iteration 25Q: 3 clusters Score -292793.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -292805.093750 Penalty: 4031.339111
	Iteration 26Q: 3 clusters Score -292805.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -292813.906250 Penalty: 4031.339111
	Iteration 27Q: 3 clusters Score -292813.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -292822.968750 Penalty: 4031.339111
	Iteration 28Q: 3 clusters Score -292823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -292834.218750 Penalty: 4031.339111
	Iteration 29Q: 3 clusters Score -292834.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -292842.468750 Penalty: 4031.339111
	Iteration 30Q: 3 clusters Score -292842.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -292849.500000 Penalty: 4031.339111
	Iteration 31Q: 3 clusters Score -292849.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -292855.843750 Penalty: 4031.339111
	Iteration 32Q: 3 clusters Score -292855.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -292865.781250 Penalty: 4031.339111
	Iteration 33Q: 3 clusters Score -292865.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -292875.875000 Penalty: 4031.339111
	Iteration 34Q: 3 clusters Score -292875.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -292885.000000 Penalty: 4031.339111
	Iteration 35Q: 3 clusters Score -292885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -292898.281250 Penalty: 4031.339111
	Iteration 36Q: 3 clusters Score -292898.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -292911.875000 Penalty: 4031.339111
	Iteration 37Q: 3 clusters Score -292911.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -292924.656250 Penalty: 4031.339111
	Iteration 38Q: 3 clusters Score -292924.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -292936.843750 Penalty: 4031.339111
	Iteration 39Q: 3 clusters Score -292936.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -292954.937500 Penalty: 4031.339111
	Iteration 40F: 3 clusters Score -292954.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -292968.625000 Penalty: 4031.339111
	Iteration 41Q: 3 clusters Score -292968.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -292979.968750 Penalty: 4031.339111
	Iteration 42Q: 3 clusters Score -292980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -292989.406250 Penalty: 4031.339111
	Iteration 43Q: 3 clusters Score -292989.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -293001.562500 Penalty: 4031.339111
	Iteration 44Q: 3 clusters Score -293001.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -293019.687500 Penalty: 4031.339111
	Iteration 45Q: 3 clusters Score -293019.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -293041.968750 Penalty: 4031.339111
	Iteration 46Q: 3 clusters Score -293042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -293061.593750 Penalty: 4031.339111
	Iteration 47Q: 3 clusters Score -293061.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -293080.000000 Penalty: 4031.339111
	Iteration 48Q: 3 clusters Score -293080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -293091.437500 Penalty: 4031.339111
	Iteration 49Q: 3 clusters Score -293091.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -293102.718750 Penalty: 4031.339111
	Iteration 50Q: 3 clusters Score -293102.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -293116.218750 Penalty: 4031.339111
	Iteration 51Q: 3 clusters Score -293116.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -293128.531250 Penalty: 4031.339111
	Iteration 52Q: 3 clusters Score -293128.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -293141.156250 Penalty: 4031.339111
	Iteration 53Q: 3 clusters Score -293141.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -293153.187500 Penalty: 4031.339111
	Iteration 54Q: 3 clusters Score -293153.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -293163.343750 Penalty: 4031.339111
	Iteration 55Q: 3 clusters Score -293163.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -293169.500000 Penalty: 4031.339111
	Iteration 56Q: 3 clusters Score -293169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -293177.468750 Penalty: 4031.339111
	Iteration 57Q: 3 clusters Score -293177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -293187.468750 Penalty: 4031.339111
	Iteration 58Q: 3 clusters Score -293187.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -293195.031250 Penalty: 4031.339111
	Iteration 59Q: 3 clusters Score -293195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -293200.406250 Penalty: 4031.339111
	Iteration 60F: 3 clusters Score -293200.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -293203.187500 Penalty: 4031.339111
	Iteration 61Q: 3 clusters Score -293203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -293203.531250 Penalty: 4031.339111
	Iteration 62Q: 3 clusters Score -293203.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -293203.531250 Penalty: 4031.339111
	Iteration 63F: 3 clusters Score -293203.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Entering Unmasked Estep 
Score: -861856.750000 Penalty: 2283.518799
	Iteration 0F: 2 clusters Score -861856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -854155.812500 Penalty: 4567.037598
	Iteration 0F: 3 clusters Score -854155.8 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -856325.437500 Penalty: 4567.037598
	Iteration 1F: 3 clusters Score -856325.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -856657.750000 Penalty: 4567.037598
	Iteration 2F: 3 clusters Score -856657.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -856910.812500 Penalty: 4567.037598
	Iteration 3F: 3 clusters Score -856910.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -857138.812500 Penalty: 4567.037598
	Iteration 4Q: 3 clusters Score -857138.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -857339.250000 Penalty: 4567.037598
	Iteration 5Q: 3 clusters Score -857339.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -857541.687500 Penalty: 4567.037598
	Iteration 6Q: 3 clusters Score -857541.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -857722.437500 Penalty: 4567.037598
	Iteration 7Q: 3 clusters Score -857722.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -857898.562500 Penalty: 4567.037598
	Iteration 8Q: 3 clusters Score -857898.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -858047.687500 Penalty: 4567.037598
	Iteration 9Q: 3 clusters Score -858047.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -858186.437500 Penalty: 4567.037598
	Iteration 10Q: 3 clusters Score -858186.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -858305.687500 Penalty: 4567.037598
	Iteration 11Q: 3 clusters Score -858305.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -858424.875000 Penalty: 4567.037598
	Iteration 12Q: 3 clusters Score -858424.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -858547.812500 Penalty: 4567.037598
	Iteration 13Q: 3 clusters Score -858547.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -858674.937500 Penalty: 4567.037598
	Iteration 14Q: 3 clusters Score -858674.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -858786.750000 Penalty: 4567.037598
	Iteration 15Q: 3 clusters Score -858786.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -858900.750000 Penalty: 4567.037598
	Iteration 16Q: 3 clusters Score -858900.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -858992.875000 Penalty: 4567.037598
	Iteration 17Q: 3 clusters Score -858992.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -859087.187500 Penalty: 4567.037598
	Iteration 18Q: 3 clusters Score -859087.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -859153.125000 Penalty: 4567.037598
	Iteration 19Q: 3 clusters Score -859153.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -859207.500000 Penalty: 4567.037598
	Iteration 20F: 3 clusters Score -859207.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -859245.375000 Penalty: 4567.037598
	Iteration 21Q: 3 clusters Score -859245.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -859279.500000 Penalty: 4567.037598
	Iteration 22Q: 3 clusters Score -859279.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -859311.875000 Penalty: 4567.037598
	Iteration 23Q: 3 clusters Score -859311.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -859335.625000 Penalty: 4567.037598
	Iteration 24Q: 3 clusters Score -859335.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -859351.125000 Penalty: 4567.037598
	Iteration 25Q: 3 clusters Score -859351.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -859370.312500 Penalty: 4567.037598
	Iteration 26Q: 3 clusters Score -859370.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -859385.312500 Penalty: 4567.037598
	Iteration 27Q: 3 clusters Score -859385.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -859399.062500 Penalty: 4567.037598
	Iteration 28Q: 3 clusters Score -859399.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -859414.750000 Penalty: 4567.037598
	Iteration 29Q: 3 clusters Score -859414.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -859427.125000 Penalty: 4567.037598
	Iteration 30Q: 3 clusters Score -859427.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -859439.437500 Penalty: 4567.037598
	Iteration 31Q: 3 clusters Score -859439.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -859455.125000 Penalty: 4567.037598
	Iteration 32Q: 3 clusters Score -859455.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -859461.062500 Penalty: 4567.037598
	Iteration 33Q: 3 clusters Score -859461.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -859469.062500 Penalty: 4567.037598
	Iteration 34Q: 3 clusters Score -859469.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -859472.937500 Penalty: 4567.037598
	Iteration 35Q: 3 clusters Score -859472.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -859479.062500 Penalty: 4567.037598
	Iteration 36Q: 3 clusters Score -859479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -859483.812500 Penalty: 4567.037598
	Iteration 37Q: 3 clusters Score -859483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -859491.000000 Penalty: 4567.037598
	Iteration 38Q: 3 clusters Score -859491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -859500.250000 Penalty: 4567.037598
	Iteration 39Q: 3 clusters Score -859500.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -859506.375000 Penalty: 4567.037598
	Iteration 40F: 3 clusters Score -859506.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -859511.562500 Penalty: 4567.037598
	Iteration 41Q: 3 clusters Score -859511.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -859517.000000 Penalty: 4567.037598
	Iteration 42Q: 3 clusters Score -859517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -859522.562500 Penalty: 4567.037598
	Iteration 43Q: 3 clusters Score -859522.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -859524.250000 Penalty: 4567.037598
	Iteration 44Q: 3 clusters Score -859524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -859524.937500 Penalty: 4567.037598
	Iteration 45Q: 3 clusters Score -859524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -859528.937500 Penalty: 4567.037598
	Iteration 46Q: 3 clusters Score -859528.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -859529.375000 Penalty: 4567.037598
	Iteration 47Q: 3 clusters Score -859529.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -859535.500000 Penalty: 4567.037598
	Iteration 48Q: 3 clusters Score -859535.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -859538.500000 Penalty: 4567.037598
	Iteration 49Q: 3 clusters Score -859538.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -859539.562500 Penalty: 4567.037598
	Iteration 50Q: 3 clusters Score -859539.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -859542.125000 Penalty: 4567.037598
	Iteration 51Q: 3 clusters Score -859542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -859544.750000 Penalty: 4567.037598
	Iteration 52Q: 3 clusters Score -859544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -859548.437500 Penalty: 4567.037598
	Iteration 53Q: 3 clusters Score -859548.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -859548.312500 Penalty: 4567.037598
	Iteration 54Q: 3 clusters Score -859548.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -859548.937500 Penalty: 4567.037598
	Iteration 55Q: 3 clusters Score -859548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -859551.187500 Penalty: 4567.037598
	Iteration 56Q: 3 clusters Score -859551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -859552.062500 Penalty: 4567.037598
	Iteration 57Q: 3 clusters Score -859552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -859552.250000 Penalty: 4567.037598
	Iteration 58Q: 3 clusters Score -859552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -859552.812500 Penalty: 4567.037598
	Iteration 59Q: 3 clusters Score -859552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -859554.062500 Penalty: 4567.037598
	Iteration 60F: 3 clusters Score -859554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -859555.812500 Penalty: 4567.037598
	Iteration 61Q: 3 clusters Score -859555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -859557.625000 Penalty: 4567.037598
	Iteration 62Q: 3 clusters Score -859557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -859558.437500 Penalty: 4567.037598
	Iteration 63Q: 3 clusters Score -859558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -859558.375000 Penalty: 4567.037598
	Iteration 64Q: 3 clusters Score -859558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -859558.187500 Penalty: 4567.037598
	Iteration 65Q: 3 clusters Score -859558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -859558.000000 Penalty: 4567.037598
	Iteration 66Q: 3 clusters Score -859558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -859559.437500 Penalty: 4567.037598
	Iteration 67Q: 3 clusters Score -859559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -859558.687500 Penalty: 4567.037598
	Iteration 68Q: 3 clusters Score -859558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -859558.687500 Penalty: 4567.037598
	Iteration 69F: 3 clusters Score -859558.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -676706.812500 Penalty: 2218.571777
	Iteration 0F: 2 clusters Score -676706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -670545.625000 Penalty: 4437.143555
	Iteration 0F: 3 clusters Score -670545.6 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -672177.812500 Penalty: 4437.143555
	Iteration 1F: 3 clusters Score -672177.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -672402.562500 Penalty: 4437.143555
	Iteration 2F: 3 clusters Score -672402.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -672559.500000 Penalty: 4437.143555
	Iteration 3Q: 3 clusters Score -672559.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -672669.750000 Penalty: 4437.143555
	Iteration 4Q: 3 clusters Score -672669.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -672761.750000 Penalty: 4437.143555
	Iteration 5Q: 3 clusters Score -672761.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -672853.000000 Penalty: 4437.143555
	Iteration 6Q: 3 clusters Score -672853 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -672945.687500 Penalty: 4437.143555
	Iteration 7Q: 3 clusters Score -672945.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -673037.875000 Penalty: 4437.143555
	Iteration 8Q: 3 clusters Score -673037.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -673124.750000 Penalty: 4437.143555
	Iteration 9Q: 3 clusters Score -673124.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -673210.250000 Penalty: 4437.143555
	Iteration 10Q: 3 clusters Score -673210.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -673288.875000 Penalty: 4437.143555
	Iteration 11Q: 3 clusters Score -673288.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -673395.562500 Penalty: 4437.143555
	Iteration 12Q: 3 clusters Score -673395.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -673513.000000 Penalty: 4437.143555
	Iteration 13Q: 3 clusters Score -673513 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -673629.937500 Penalty: 4437.143555
	Iteration 14Q: 3 clusters Score -673629.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -673764.250000 Penalty: 4437.143555
	Iteration 15Q: 3 clusters Score -673764.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -673916.687500 Penalty: 4437.143555
	Iteration 16Q: 3 clusters Score -673916.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -674088.937500 Penalty: 4437.143555
	Iteration 17Q: 3 clusters Score -674088.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -674242.687500 Penalty: 4437.143555
	Iteration 18Q: 3 clusters Score -674242.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -674358.687500 Penalty: 4437.143555
	Iteration 19Q: 3 clusters Score -674358.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -674438.812500 Penalty: 4437.143555
	Iteration 20F: 3 clusters Score -674438.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -674497.250000 Penalty: 4437.143555
	Iteration 21Q: 3 clusters Score -674497.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -674548.250000 Penalty: 4437.143555
	Iteration 22Q: 3 clusters Score -674548.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -674600.187500 Penalty: 4437.143555
	Iteration 23Q: 3 clusters Score -674600.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -674635.125000 Penalty: 4437.143555
	Iteration 24Q: 3 clusters Score -674635.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -674663.687500 Penalty: 4437.143555
	Iteration 25Q: 3 clusters Score -674663.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -674683.875000 Penalty: 4437.143555
	Iteration 26Q: 3 clusters Score -674683.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -674693.625000 Penalty: 4437.143555
	Iteration 27Q: 3 clusters Score -674693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -674701.312500 Penalty: 4437.143555
	Iteration 28Q: 3 clusters Score -674701.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -674718.250000 Penalty: 4437.143555
	Iteration 29Q: 3 clusters Score -674718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -674728.750000 Penalty: 4437.143555
	Iteration 30Q: 3 clusters Score -674728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -674740.937500 Penalty: 4437.143555
	Iteration 31Q: 3 clusters Score -674740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -674748.937500 Penalty: 4437.143555
	Iteration 32Q: 3 clusters Score -674748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -674755.187500 Penalty: 4437.143555
	Iteration 33Q: 3 clusters Score -674755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -674757.437500 Penalty: 4437.143555
	Iteration 34Q: 3 clusters Score -674757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -674758.312500 Penalty: 4437.143555
	Iteration 35Q: 3 clusters Score -674758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -674758.312500 Penalty: 4437.143555
	Iteration 36F: 3 clusters Score -674758.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -308627.687500 Penalty: 2034.894165
	Iteration 0F: 2 clusters Score -308627.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -304913.906250 Penalty: 4069.788330
	Iteration 0F: 3 clusters Score -304913.9 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -305725.500000 Penalty: 4069.788330
	Iteration 1F: 3 clusters Score -305725.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -305882.750000 Penalty: 4069.788330
	Iteration 2F: 3 clusters Score -305882.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -305991.125000 Penalty: 4069.788330
	Iteration 3Q: 3 clusters Score -305991.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -306053.000000 Penalty: 4069.788330
	Iteration 4Q: 3 clusters Score -306053 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -306097.031250 Penalty: 4069.788330
	Iteration 5Q: 3 clusters Score -306097 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -306123.843750 Penalty: 4069.788330
	Iteration 6Q: 3 clusters Score -306123.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -306149.718750 Penalty: 4069.788330
	Iteration 7Q: 3 clusters Score -306149.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -306171.000000 Penalty: 4069.788330
	Iteration 8Q: 3 clusters Score -306171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -306190.281250 Penalty: 4069.788330
	Iteration 9Q: 3 clusters Score -306190.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -306206.187500 Penalty: 4069.788330
	Iteration 10Q: 3 clusters Score -306206.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -306223.093750 Penalty: 4069.788330
	Iteration 11Q: 3 clusters Score -306223.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -306234.500000 Penalty: 4069.788330
	Iteration 12Q: 3 clusters Score -306234.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -306244.093750 Penalty: 4069.788330
	Iteration 13Q: 3 clusters Score -306244.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -306257.281250 Penalty: 4069.788330
	Iteration 14Q: 3 clusters Score -306257.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -306276.562500 Penalty: 4069.788330
	Iteration 15Q: 3 clusters Score -306276.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -306294.593750 Penalty: 4069.788330
	Iteration 16Q: 3 clusters Score -306294.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -306309.312500 Penalty: 4069.788330
	Iteration 17Q: 3 clusters Score -306309.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -306325.062500 Penalty: 4069.788330
	Iteration 18Q: 3 clusters Score -306325.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -306338.156250 Penalty: 4069.788330
	Iteration 19Q: 3 clusters Score -306338.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -306349.437500 Penalty: 4069.788330
	Iteration 20F: 3 clusters Score -306349.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -306363.687500 Penalty: 4069.788330
	Iteration 21Q: 3 clusters Score -306363.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -306378.531250 Penalty: 4069.788330
	Iteration 22Q: 3 clusters Score -306378.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -306398.843750 Penalty: 4069.788330
	Iteration 23Q: 3 clusters Score -306398.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -306420.250000 Penalty: 4069.788330
	Iteration 24Q: 3 clusters Score -306420.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -306435.593750 Penalty: 4069.788330
	Iteration 25Q: 3 clusters Score -306435.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -306449.750000 Penalty: 4069.788330
	Iteration 26Q: 3 clusters Score -306449.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -306461.218750 Penalty: 4069.788330
	Iteration 27Q: 3 clusters Score -306461.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -306470.500000 Penalty: 4069.788330
	Iteration 28Q: 3 clusters Score -306470.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -306482.250000 Penalty: 4069.788330
	Iteration 29Q: 3 clusters Score -306482.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -306488.437500 Penalty: 4069.788330
	Iteration 30Q: 3 clusters Score -306488.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -306495.531250 Penalty: 4069.788330
	Iteration 31Q: 3 clusters Score -306495.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -306501.562500 Penalty: 4069.788330
	Iteration 32Q: 3 clusters Score -306501.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -306507.156250 Penalty: 4069.788330
	Iteration 33Q: 3 clusters Score -306507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -306510.218750 Penalty: 4069.788330
	Iteration 34Q: 3 clusters Score -306510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -306514.781250 Penalty: 4069.788330
	Iteration 35Q: 3 clusters Score -306514.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -306518.375000 Penalty: 4069.788330
	Iteration 36Q: 3 clusters Score -306518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -306521.062500 Penalty: 4069.788330
	Iteration 37Q: 3 clusters Score -306521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -306524.781250 Penalty: 4069.788330
	Iteration 38Q: 3 clusters Score -306524.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -306532.031250 Penalty: 4069.788330
	Iteration 39Q: 3 clusters Score -306532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -306541.031250 Penalty: 4069.788330
	Iteration 40F: 3 clusters Score -306541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -306547.781250 Penalty: 4069.788330
	Iteration 41Q: 3 clusters Score -306547.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -306552.937500 Penalty: 4069.788330
	Iteration 42Q: 3 clusters Score -306552.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -306563.625000 Penalty: 4069.788330
	Iteration 43Q: 3 clusters Score -306563.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -306574.031250 Penalty: 4069.788330
	Iteration 44Q: 3 clusters Score -306574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -306579.593750 Penalty: 4069.788330
	Iteration 45Q: 3 clusters Score -306579.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -306582.406250 Penalty: 4069.788330
	Iteration 46Q: 3 clusters Score -306582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -306585.468750 Penalty: 4069.788330
	Iteration 47Q: 3 clusters Score -306585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -306587.312500 Penalty: 4069.788330
	Iteration 48Q: 3 clusters Score -306587.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -306589.406250 Penalty: 4069.788330
	Iteration 49Q: 3 clusters Score -306589.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -306592.937500 Penalty: 4069.788330
	Iteration 50Q: 3 clusters Score -306592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -306595.937500 Penalty: 4069.788330
	Iteration 51Q: 3 clusters Score -306595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -306599.281250 Penalty: 4069.788330
	Iteration 52Q: 3 clusters Score -306599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -306603.218750 Penalty: 4069.788330
	Iteration 53Q: 3 clusters Score -306603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -306607.000000 Penalty: 4069.788330
	Iteration 54Q: 3 clusters Score -306607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -306610.093750 Penalty: 4069.788330
	Iteration 55Q: 3 clusters Score -306610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -306611.968750 Penalty: 4069.788330
	Iteration 56Q: 3 clusters Score -306612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -306613.562500 Penalty: 4069.788330
	Iteration 57Q: 3 clusters Score -306613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -306614.468750 Penalty: 4069.788330
	Iteration 58Q: 3 clusters Score -306614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -306617.031250 Penalty: 4069.788330
	Iteration 59Q: 3 clusters Score -306617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -306619.531250 Penalty: 4069.788330
	Iteration 60F: 3 clusters Score -306619.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -306622.281250 Penalty: 4069.788330
	Iteration 61Q: 3 clusters Score -306622.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -306624.250000 Penalty: 4069.788330
	Iteration 62Q: 3 clusters Score -306624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -306625.625000 Penalty: 4069.788330
	Iteration 63Q: 3 clusters Score -306625.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -306627.125000 Penalty: 4069.788330
	Iteration 64Q: 3 clusters Score -306627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -306630.968750 Penalty: 4069.788330
	Iteration 65Q: 3 clusters Score -306631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -306634.750000 Penalty: 4069.788330
	Iteration 66Q: 3 clusters Score -306634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -306637.406250 Penalty: 4069.788330
	Iteration 67Q: 3 clusters Score -306637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -306638.031250 Penalty: 4069.788330
	Iteration 68Q: 3 clusters Score -306638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -306638.781250 Penalty: 4069.788330
	Iteration 69Q: 3 clusters Score -306638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -306639.906250 Penalty: 4069.788330
	Iteration 70Q: 3 clusters Score -306639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -306641.531250 Penalty: 4069.788330
	Iteration 71Q: 3 clusters Score -306641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -306643.218750 Penalty: 4069.788330
	Iteration 72Q: 3 clusters Score -306643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -306644.593750 Penalty: 4069.788330
	Iteration 73Q: 3 clusters Score -306644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -306645.625000 Penalty: 4069.788330
	Iteration 74Q: 3 clusters Score -306645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -306647.031250 Penalty: 4069.788330
	Iteration 75Q: 3 clusters Score -306647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -306648.250000 Penalty: 4069.788330
	Iteration 76Q: 3 clusters Score -306648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -306648.218750 Penalty: 4069.788330
	Iteration 77Q: 3 clusters Score -306648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -306648.500000 Penalty: 4069.788330
	Iteration 78Q: 3 clusters Score -306648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -306648.500000 Penalty: 4069.788330
	Iteration 79F: 3 clusters Score -306648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9174 members 
Mstep: Class 3 contains 23477 members 
Mstep: Class 4 contains 9172 members 
Mstep: Class 5 contains 4987 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8708 members 
Mstep: Class 9 contains 16804 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24889 members 
Mstep: Class 12 contains 4565 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 9525 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6870 members 
Mstep: Class 17 contains 25802 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 18565 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 108660 members 
Mstep: Class 24 contains 14457 members 
Mstep: Class 25 contains 37325 members 
Mstep: Class 26 contains 13822 members 
Mstep: Class 27 contains 14382 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 9974 members 
Mstep: Class 30 contains 7676 members 
Mstep: Class 31 contains 3660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190056.000000 Penalty: 103566.023438
Iteration 159Q: 33 clusters Score -3.819006e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9176 members 
Mstep: Class 3 contains 23474 members 
Mstep: Class 4 contains 9166 members 
Mstep: Class 5 contains 4979 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 20972 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 16775 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 24868 members 
Mstep: Class 12 contains 4535 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 9570 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 25813 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 5412 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 18657 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 108662 members 
Mstep: Class 24 contains 14459 members 
Mstep: Class 25 contains 37281 members 
Mstep: Class 26 contains 13805 members 
Mstep: Class 27 contains 14399 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 9981 members 
Mstep: Class 30 contains 7691 members 
Mstep: Class 31 contains 3679 members 
Mstep: Class 32 contains 6634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190180.000000 Penalty: 103566.023438
Iteration 160F: 33 clusters Score -3.819018e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 9175 members 
Mstep: Class 3 contains 23474 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 4972 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20964 members 
Mstep: Class 8 contains 8699 members 
Mstep: Class 9 contains 16758 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24813 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 3941 members 
Mstep: Class 14 contains 9581 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 6865 members 
Mstep: Class 17 contains 25815 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10052 members 
Mstep: Class 21 contains 18742 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 108661 members 
Mstep: Class 24 contains 14462 members 
Mstep: Class 25 contains 37224 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 14390 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 9984 members 
Mstep: Class 30 contains 7686 members 
Mstep: Class 31 contains 3726 members 
Mstep: Class 32 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190252.000000 Penalty: 103566.023438
Iteration 161Q: 33 clusters Score -3.819025e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9173 members 
Mstep: Class 3 contains 23476 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20958 members 
Mstep: Class 8 contains 8690 members 
Mstep: Class 9 contains 16738 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24748 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 9598 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 25819 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10051 members 
Mstep: Class 21 contains 18819 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 108658 members 
Mstep: Class 24 contains 14463 members 
Mstep: Class 25 contains 37175 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 14390 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 9991 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 3778 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190316.000000 Penalty: 103566.023438
Iteration 162Q: 33 clusters Score -3.819032e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9169 members 
Mstep: Class 3 contains 23473 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 5 contains 4955 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20959 members 
Mstep: Class 8 contains 8683 members 
Mstep: Class 9 contains 16721 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24682 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 6859 members 
Mstep: Class 17 contains 25825 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10051 members 
Mstep: Class 21 contains 18892 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 108656 members 
Mstep: Class 24 contains 14465 members 
Mstep: Class 25 contains 37130 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 9994 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 3842 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190364.000000 Penalty: 103566.023438
Iteration 163Q: 33 clusters Score -3.819036e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 9167 members 
Mstep: Class 3 contains 23476 members 
Mstep: Class 4 contains 9157 members 
Mstep: Class 5 contains 4949 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20960 members 
Mstep: Class 8 contains 8684 members 
Mstep: Class 9 contains 16701 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24616 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 9615 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 25826 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10053 members 
Mstep: Class 21 contains 18970 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 108658 members 
Mstep: Class 24 contains 14467 members 
Mstep: Class 25 contains 37076 members 
Mstep: Class 26 contains 13795 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 9994 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 3892 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190460.000000 Penalty: 103566.023438
Iteration 164Q: 33 clusters Score -3.819046e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 23474 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20959 members 
Mstep: Class 8 contains 8686 members 
Mstep: Class 9 contains 16674 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24572 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3944 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 25831 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 19037 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 108653 members 
Mstep: Class 24 contains 14467 members 
Mstep: Class 25 contains 37037 members 
Mstep: Class 26 contains 13798 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 9996 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190484.000000 Penalty: 103566.023438
Iteration 165Q: 33 clusters Score -3.819048e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 23474 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20957 members 
Mstep: Class 8 contains 8689 members 
Mstep: Class 9 contains 16646 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24520 members 
Mstep: Class 12 contains 4525 members 
Mstep: Class 13 contains 3947 members 
Mstep: Class 14 contains 9644 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 25833 members 
Mstep: Class 18 contains 6748 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 19108 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 108649 members 
Mstep: Class 24 contains 14467 members 
Mstep: Class 25 contains 36995 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 9998 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 3970 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190520.000000 Penalty: 103566.023438
Iteration 166Q: 33 clusters Score -3.819052e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 23472 members 
Mstep: Class 4 contains 9151 members 
Mstep: Class 5 contains 4937 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 8691 members 
Mstep: Class 9 contains 16624 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24460 members 
Mstep: Class 12 contains 4525 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9654 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 25830 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 19171 members 
Mstep: Class 22 contains 3545 members 
Mstep: Class 23 contains 108646 members 
Mstep: Class 24 contains 14467 members 
Mstep: Class 25 contains 36962 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 14394 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10005 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4027 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190612.000000 Penalty: 103566.023438
Iteration 167Q: 33 clusters Score -3.819061e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9158 members 
Mstep: Class 3 contains 23471 members 
Mstep: Class 4 contains 9150 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20950 members 
Mstep: Class 8 contains 8691 members 
Mstep: Class 9 contains 16608 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9665 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 25834 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 19224 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 108646 members 
Mstep: Class 24 contains 14468 members 
Mstep: Class 25 contains 36922 members 
Mstep: Class 26 contains 13783 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10013 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4065 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190548.000000 Penalty: 103566.023438
Iteration 168Q: 33 clusters Score -3.819055e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 23471 members 
Mstep: Class 4 contains 9147 members 
Mstep: Class 5 contains 4934 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 8688 members 
Mstep: Class 9 contains 16594 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24365 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3950 members 
Mstep: Class 14 contains 9674 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 25839 members 
Mstep: Class 18 contains 6744 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 19269 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 108647 members 
Mstep: Class 24 contains 14469 members 
Mstep: Class 25 contains 36879 members 
Mstep: Class 26 contains 13779 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10022 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4109 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190536.000000 Penalty: 103566.023438
Iteration 169Q: 33 clusters Score -3.819054e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9152 members 
Mstep: Class 3 contains 23474 members 
Mstep: Class 4 contains 9145 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20946 members 
Mstep: Class 8 contains 8684 members 
Mstep: Class 9 contains 16578 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24316 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 25839 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 19317 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108641 members 
Mstep: Class 24 contains 14470 members 
Mstep: Class 25 contains 36849 members 
Mstep: Class 26 contains 13781 members 
Mstep: Class 27 contains 14392 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10027 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190560.000000 Penalty: 103566.023438
Iteration 170Q: 33 clusters Score -3.819056e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 9151 members 
Mstep: Class 3 contains 23477 members 
Mstep: Class 4 contains 9142 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20945 members 
Mstep: Class 8 contains 8682 members 
Mstep: Class 9 contains 16560 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24257 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3950 members 
Mstep: Class 14 contains 9691 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 25839 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 19363 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108639 members 
Mstep: Class 24 contains 14471 members 
Mstep: Class 25 contains 36812 members 
Mstep: Class 26 contains 13779 members 
Mstep: Class 27 contains 14391 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10032 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4208 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190580.000000 Penalty: 103566.023438
Iteration 171Q: 33 clusters Score -3.819058e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9152 members 
Mstep: Class 3 contains 23480 members 
Mstep: Class 4 contains 9131 members 
Mstep: Class 5 contains 4930 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20949 members 
Mstep: Class 8 contains 8683 members 
Mstep: Class 9 contains 16540 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24211 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9697 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 25845 members 
Mstep: Class 18 contains 6744 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 19415 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108639 members 
Mstep: Class 24 contains 14471 members 
Mstep: Class 25 contains 36765 members 
Mstep: Class 26 contains 13781 members 
Mstep: Class 27 contains 14389 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10034 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4250 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190596.000000 Penalty: 103566.023438
Iteration 172Q: 33 clusters Score -3.81906e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 23482 members 
Mstep: Class 4 contains 9125 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 20949 members 
Mstep: Class 8 contains 8679 members 
Mstep: Class 9 contains 16521 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24166 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9705 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 25848 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 19470 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108639 members 
Mstep: Class 24 contains 14472 members 
Mstep: Class 25 contains 36724 members 
Mstep: Class 26 contains 13786 members 
Mstep: Class 27 contains 14387 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10035 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4288 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190652.000000 Penalty: 103566.023438
Iteration 173Q: 33 clusters Score -3.819065e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9152 members 
Mstep: Class 3 contains 23482 members 
Mstep: Class 4 contains 9121 members 
Mstep: Class 5 contains 4928 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 8677 members 
Mstep: Class 9 contains 16502 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24121 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 25850 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 19532 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108637 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36676 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 14387 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10033 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4331 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190664.000000 Penalty: 103566.023438
Iteration 174Q: 33 clusters Score -3.819066e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9151 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 9119 members 
Mstep: Class 5 contains 4924 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20953 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 9 contains 16492 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24081 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 9715 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 25856 members 
Mstep: Class 18 contains 6741 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 19597 members 
Mstep: Class 22 contains 3542 members 
Mstep: Class 23 contains 108632 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 14388 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10034 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4363 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190660.000000 Penalty: 103566.023438
Iteration 175Q: 33 clusters Score -3.819066e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9148 members 
Mstep: Class 3 contains 23480 members 
Mstep: Class 4 contains 9119 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 16486 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24044 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3944 members 
Mstep: Class 14 contains 9719 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 25855 members 
Mstep: Class 18 contains 6740 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 19654 members 
Mstep: Class 22 contains 3542 members 
Mstep: Class 23 contains 108629 members 
Mstep: Class 24 contains 14475 members 
Mstep: Class 25 contains 36573 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 14388 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10039 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4404 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190640.000000 Penalty: 103566.023438
Iteration 176Q: 33 clusters Score -3.819064e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9146 members 
Mstep: Class 3 contains 23479 members 
Mstep: Class 4 contains 9120 members 
Mstep: Class 5 contains 4920 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20955 members 
Mstep: Class 8 contains 8669 members 
Mstep: Class 9 contains 16469 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 24010 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 9718 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 25859 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 19703 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108623 members 
Mstep: Class 24 contains 14475 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 14386 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10045 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4442 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190588.000000 Penalty: 103566.023438
Iteration 177Q: 33 clusters Score -3.819059e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9146 members 
Mstep: Class 3 contains 23480 members 
Mstep: Class 4 contains 9118 members 
Mstep: Class 5 contains 4915 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20954 members 
Mstep: Class 8 contains 8670 members 
Mstep: Class 9 contains 16444 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23982 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3947 members 
Mstep: Class 14 contains 9719 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 25865 members 
Mstep: Class 18 contains 6738 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108622 members 
Mstep: Class 24 contains 14475 members 
Mstep: Class 25 contains 36499 members 
Mstep: Class 26 contains 13797 members 
Mstep: Class 27 contains 14387 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10050 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190580.000000 Penalty: 103566.023438
Iteration 178Q: 33 clusters Score -3.819058e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9146 members 
Mstep: Class 3 contains 23482 members 
Mstep: Class 4 contains 9115 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20961 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 16412 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23961 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3947 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 25867 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 19824 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108618 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36468 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 14386 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10057 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4489 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190584.000000 Penalty: 103566.023438
Iteration 179Q: 33 clusters Score -3.819058e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9147 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 9113 members 
Mstep: Class 5 contains 4907 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20964 members 
Mstep: Class 8 contains 8674 members 
Mstep: Class 9 contains 16376 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23946 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3947 members 
Mstep: Class 14 contains 9718 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 25876 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 19895 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108621 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36420 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 14386 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10062 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4504 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190664.000000 Penalty: 103566.023438
Iteration 180F: 33 clusters Score -3.819066e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9147 members 
Mstep: Class 3 contains 23485 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20970 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 9 contains 16344 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23922 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 25879 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 19962 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108619 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36386 members 
Mstep: Class 26 contains 13790 members 
Mstep: Class 27 contains 14386 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10067 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4525 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190644.000000 Penalty: 103566.023438
Iteration 181Q: 33 clusters Score -3.819064e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9146 members 
Mstep: Class 3 contains 23486 members 
Mstep: Class 4 contains 9105 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20969 members 
Mstep: Class 8 contains 8680 members 
Mstep: Class 9 contains 16315 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23911 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 25880 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 20024 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108625 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36341 members 
Mstep: Class 26 contains 13790 members 
Mstep: Class 27 contains 14385 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10077 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4536 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190636.000000 Penalty: 103566.023438
Iteration 182Q: 33 clusters Score -3.819064e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 23486 members 
Mstep: Class 4 contains 9103 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20970 members 
Mstep: Class 8 contains 8674 members 
Mstep: Class 9 contains 16289 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23895 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 25884 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20090 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108626 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36310 members 
Mstep: Class 26 contains 13786 members 
Mstep: Class 27 contains 14385 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10081 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4553 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190704.000000 Penalty: 103566.023438
Iteration 183Q: 33 clusters Score -3.81907e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 23487 members 
Mstep: Class 4 contains 9101 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20969 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 9 contains 16277 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23882 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 25885 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20155 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108628 members 
Mstep: Class 24 contains 14475 members 
Mstep: Class 25 contains 36278 members 
Mstep: Class 26 contains 13774 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4565 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190712.000000 Penalty: 103566.023438
Iteration 184Q: 33 clusters Score -3.819071e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 23487 members 
Mstep: Class 4 contains 9098 members 
Mstep: Class 5 contains 4877 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20972 members 
Mstep: Class 8 contains 8681 members 
Mstep: Class 9 contains 16267 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23874 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 25887 members 
Mstep: Class 18 contains 6728 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20216 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108619 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36249 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10089 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4574 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190728.000000 Penalty: 103566.023438
Iteration 185Q: 33 clusters Score -3.819073e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 23487 members 
Mstep: Class 4 contains 9098 members 
Mstep: Class 5 contains 4873 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 8 contains 8681 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23869 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 25886 members 
Mstep: Class 18 contains 6728 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108622 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36204 members 
Mstep: Class 26 contains 13749 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10094 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4579 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190716.000000 Penalty: 103566.023438
Iteration 186Q: 33 clusters Score -3.819072e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 23487 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 4867 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20974 members 
Mstep: Class 8 contains 8678 members 
Mstep: Class 9 contains 16240 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23860 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3950 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 25889 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20344 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108620 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36161 members 
Mstep: Class 26 contains 13741 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10098 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4589 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190692.000000 Penalty: 103566.023438
Iteration 187Q: 33 clusters Score -3.819069e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 4860 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20974 members 
Mstep: Class 8 contains 8682 members 
Mstep: Class 9 contains 16218 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23849 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 25894 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20408 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108620 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36126 members 
Mstep: Class 26 contains 13736 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10098 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190680.000000 Penalty: 103566.023438
Iteration 188Q: 33 clusters Score -3.819068e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9093 members 
Mstep: Class 5 contains 4857 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 8 contains 8678 members 
Mstep: Class 9 contains 16196 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23847 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 25899 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20454 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108626 members 
Mstep: Class 24 contains 14474 members 
Mstep: Class 25 contains 36090 members 
Mstep: Class 26 contains 13739 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10100 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4602 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190644.000000 Penalty: 103566.023438
Iteration 189Q: 33 clusters Score -3.819064e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9094 members 
Mstep: Class 5 contains 4857 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 9 contains 16170 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 25907 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20497 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108626 members 
Mstep: Class 24 contains 14476 members 
Mstep: Class 25 contains 36051 members 
Mstep: Class 26 contains 13751 members 
Mstep: Class 27 contains 14385 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10102 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190664.000000 Penalty: 103566.023438
Iteration 190Q: 33 clusters Score -3.819066e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9093 members 
Mstep: Class 5 contains 4855 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 16149 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3950 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 25912 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108614 members 
Mstep: Class 24 contains 14477 members 
Mstep: Class 25 contains 36023 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10109 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190660.000000 Penalty: 103566.023438
Iteration 191Q: 33 clusters Score -3.819066e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9142 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9093 members 
Mstep: Class 5 contains 4849 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 16141 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3950 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 25918 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20590 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108600 members 
Mstep: Class 24 contains 14478 members 
Mstep: Class 25 contains 35975 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10108 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190680.000000 Penalty: 103566.023438
Iteration 192Q: 33 clusters Score -3.819068e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9141 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 4844 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20981 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 9 contains 16134 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 25921 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20645 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108600 members 
Mstep: Class 24 contains 14478 members 
Mstep: Class 25 contains 35931 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10109 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190720.000000 Penalty: 103566.023438
Iteration 193Q: 33 clusters Score -3.819072e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9140 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9089 members 
Mstep: Class 5 contains 4844 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20983 members 
Mstep: Class 8 contains 8672 members 
Mstep: Class 9 contains 16121 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 25919 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20700 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108599 members 
Mstep: Class 24 contains 14479 members 
Mstep: Class 25 contains 35894 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10111 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190708.000000 Penalty: 103566.023438
Iteration 194Q: 33 clusters Score -3.819071e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9139 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9090 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20984 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 16114 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 25919 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20740 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108598 members 
Mstep: Class 24 contains 14479 members 
Mstep: Class 25 contains 35869 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10111 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190704.000000 Penalty: 103566.023438
Iteration 195Q: 33 clusters Score -3.81907e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9086 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 8674 members 
Mstep: Class 9 contains 16104 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 25920 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20787 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108596 members 
Mstep: Class 24 contains 14479 members 
Mstep: Class 25 contains 35840 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10111 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190792.000000 Penalty: 103566.023438
Iteration 196Q: 33 clusters Score -3.819079e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9081 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20986 members 
Mstep: Class 8 contains 8674 members 
Mstep: Class 9 contains 16095 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 25918 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20820 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108595 members 
Mstep: Class 24 contains 14479 members 
Mstep: Class 25 contains 35822 members 
Mstep: Class 26 contains 13761 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10111 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190764.000000 Penalty: 103566.023438
Iteration 197Q: 33 clusters Score -3.819076e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9079 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20985 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 16090 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6831 members 
Mstep: Class 17 contains 25918 members 
Mstep: Class 18 contains 6734 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20850 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108598 members 
Mstep: Class 24 contains 14479 members 
Mstep: Class 25 contains 35795 members 
Mstep: Class 26 contains 13761 members 
Mstep: Class 27 contains 14384 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10115 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190680.000000 Penalty: 103566.023438
Iteration 198Q: 33 clusters Score -3.819068e+07 nChanged 65
Entering ConstructFrom: 
Score: -38190680.000000 Penalty: 103566.023438
Entering ConstructFrom: 
Trying to split cluster 1 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -545529.125000 Penalty: 2162.431152
	Iteration 0F: 2 clusters Score -545529.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -540310.000000 Penalty: 4324.862305
	Iteration 0F: 3 clusters Score -540310 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -541580.187500 Penalty: 4324.862305
	Iteration 1F: 3 clusters Score -541580.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -541804.937500 Penalty: 4324.862305
	Iteration 2F: 3 clusters Score -541804.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -541958.000000 Penalty: 4324.862305
	Iteration 3Q: 3 clusters Score -541958 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -542067.687500 Penalty: 4324.862305
	Iteration 4Q: 3 clusters Score -542067.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -542147.000000 Penalty: 4324.862305
	Iteration 5Q: 3 clusters Score -542147 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -542216.437500 Penalty: 4324.862305
	Iteration 6Q: 3 clusters Score -542216.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -542279.437500 Penalty: 4324.862305
	Iteration 7Q: 3 clusters Score -542279.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -542340.000000 Penalty: 4324.862305
	Iteration 8Q: 3 clusters Score -542340 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -542401.375000 Penalty: 4324.862305
	Iteration 9Q: 3 clusters Score -542401.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -542470.312500 Penalty: 4324.862305
	Iteration 10Q: 3 clusters Score -542470.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -542531.625000 Penalty: 4324.862305
	Iteration 11Q: 3 clusters Score -542531.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -542591.625000 Penalty: 4324.862305
	Iteration 12Q: 3 clusters Score -542591.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -542649.312500 Penalty: 4324.862305
	Iteration 13Q: 3 clusters Score -542649.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -542695.187500 Penalty: 4324.862305
	Iteration 14Q: 3 clusters Score -542695.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -542747.687500 Penalty: 4324.862305
	Iteration 15Q: 3 clusters Score -542747.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -542801.375000 Penalty: 4324.862305
	Iteration 16Q: 3 clusters Score -542801.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -542858.250000 Penalty: 4324.862305
	Iteration 17Q: 3 clusters Score -542858.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -542917.562500 Penalty: 4324.862305
	Iteration 18Q: 3 clusters Score -542917.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -542973.750000 Penalty: 4324.862305
	Iteration 19Q: 3 clusters Score -542973.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -543029.000000 Penalty: 4324.862305
	Iteration 20F: 3 clusters Score -543029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -543080.312500 Penalty: 4324.862305
	Iteration 21Q: 3 clusters Score -543080.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -543134.062500 Penalty: 4324.862305
	Iteration 22Q: 3 clusters Score -543134.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -543188.750000 Penalty: 4324.862305
	Iteration 23Q: 3 clusters Score -543188.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -543240.875000 Penalty: 4324.862305
	Iteration 24Q: 3 clusters Score -543240.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -543286.937500 Penalty: 4324.862305
	Iteration 25Q: 3 clusters Score -543286.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -543327.375000 Penalty: 4324.862305
	Iteration 26Q: 3 clusters Score -543327.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -543364.875000 Penalty: 4324.862305
	Iteration 27Q: 3 clusters Score -543364.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -543402.500000 Penalty: 4324.862305
	Iteration 28Q: 3 clusters Score -543402.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -543438.312500 Penalty: 4324.862305
	Iteration 29Q: 3 clusters Score -543438.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -543466.000000 Penalty: 4324.862305
	Iteration 30Q: 3 clusters Score -543466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -543490.000000 Penalty: 4324.862305
	Iteration 31Q: 3 clusters Score -543490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -543506.875000 Penalty: 4324.862305
	Iteration 32Q: 3 clusters Score -543506.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -543517.937500 Penalty: 4324.862305
	Iteration 33Q: 3 clusters Score -543517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -543527.062500 Penalty: 4324.862305
	Iteration 34Q: 3 clusters Score -543527.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -543533.500000 Penalty: 4324.862305
	Iteration 35Q: 3 clusters Score -543533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -543539.312500 Penalty: 4324.862305
	Iteration 36Q: 3 clusters Score -543539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -543546.125000 Penalty: 4324.862305
	Iteration 37Q: 3 clusters Score -543546.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -543553.000000 Penalty: 4324.862305
	Iteration 38Q: 3 clusters Score -543553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -543557.375000 Penalty: 4324.862305
	Iteration 39Q: 3 clusters Score -543557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -543561.437500 Penalty: 4324.862305
	Iteration 40F: 3 clusters Score -543561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -543565.687500 Penalty: 4324.862305
	Iteration 41Q: 3 clusters Score -543565.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -543575.062500 Penalty: 4324.862305
	Iteration 42Q: 3 clusters Score -543575.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -543582.937500 Penalty: 4324.862305
	Iteration 43Q: 3 clusters Score -543582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -543584.625000 Penalty: 4324.862305
	Iteration 44Q: 3 clusters Score -543584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -543585.187500 Penalty: 4324.862305
	Iteration 45Q: 3 clusters Score -543585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -543586.000000 Penalty: 4324.862305
	Iteration 46Q: 3 clusters Score -543586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -543586.000000 Penalty: 4324.862305
	Iteration 47F: 3 clusters Score -543586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Entering Unmasked Estep 
Score: -790432.562500 Penalty: 2261.673096
	Iteration 0F: 2 clusters Score -790432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -783273.125000 Penalty: 4523.346191
	Iteration 0F: 3 clusters Score -783273.1 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -785327.125000 Penalty: 4523.346191
	Iteration 1F: 3 clusters Score -785327.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -785657.375000 Penalty: 4523.346191
	Iteration 2F: 3 clusters Score -785657.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -785948.812500 Penalty: 4523.346191
	Iteration 3F: 3 clusters Score -785948.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -786231.625000 Penalty: 4523.346191
	Iteration 4F: 3 clusters Score -786231.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -786494.062500 Penalty: 4523.346191
	Iteration 5Q: 3 clusters Score -786494.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -786703.062500 Penalty: 4523.346191
	Iteration 6Q: 3 clusters Score -786703.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -786908.250000 Penalty: 4523.346191
	Iteration 7Q: 3 clusters Score -786908.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -787123.500000 Penalty: 4523.346191
	Iteration 8Q: 3 clusters Score -787123.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -787336.437500 Penalty: 4523.346191
	Iteration 9Q: 3 clusters Score -787336.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -787541.875000 Penalty: 4523.346191
	Iteration 10Q: 3 clusters Score -787541.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -787748.937500 Penalty: 4523.346191
	Iteration 11Q: 3 clusters Score -787748.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -787922.187500 Penalty: 4523.346191
	Iteration 12Q: 3 clusters Score -787922.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -788069.125000 Penalty: 4523.346191
	Iteration 13Q: 3 clusters Score -788069.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -788168.625000 Penalty: 4523.346191
	Iteration 14Q: 3 clusters Score -788168.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -788255.000000 Penalty: 4523.346191
	Iteration 15Q: 3 clusters Score -788255 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -788327.625000 Penalty: 4523.346191
	Iteration 16Q: 3 clusters Score -788327.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -788380.500000 Penalty: 4523.346191
	Iteration 17Q: 3 clusters Score -788380.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -788411.625000 Penalty: 4523.346191
	Iteration 18Q: 3 clusters Score -788411.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -788427.812500 Penalty: 4523.346191
	Iteration 19Q: 3 clusters Score -788427.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -788438.687500 Penalty: 4523.346191
	Iteration 20F: 3 clusters Score -788438.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -788445.125000 Penalty: 4523.346191
	Iteration 21Q: 3 clusters Score -788445.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -788452.062500 Penalty: 4523.346191
	Iteration 22Q: 3 clusters Score -788452.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -788455.937500 Penalty: 4523.346191
	Iteration 23Q: 3 clusters Score -788455.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -788458.500000 Penalty: 4523.346191
	Iteration 24Q: 3 clusters Score -788458.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -788461.250000 Penalty: 4523.346191
	Iteration 25Q: 3 clusters Score -788461.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -788467.375000 Penalty: 4523.346191
	Iteration 26Q: 3 clusters Score -788467.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -788472.000000 Penalty: 4523.346191
	Iteration 27Q: 3 clusters Score -788472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -788471.187500 Penalty: 4523.346191
	Iteration 28Q: 3 clusters Score -788471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -788474.437500 Penalty: 4523.346191
	Iteration 29Q: 3 clusters Score -788474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -788474.812500 Penalty: 4523.346191
	Iteration 30Q: 3 clusters Score -788474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -788478.000000 Penalty: 4523.346191
	Iteration 31Q: 3 clusters Score -788478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -788476.125000 Penalty: 4523.346191
	Iteration 32Q: 3 clusters Score -788476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -788476.750000 Penalty: 4523.346191
	Iteration 33Q: 3 clusters Score -788476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -788476.625000 Penalty: 4523.346191
	Iteration 34Q: 3 clusters Score -788476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -788476.750000 Penalty: 4523.346191
	Iteration 35Q: 3 clusters Score -788476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -788476.687500 Penalty: 4523.346191
	Iteration 36Q: 3 clusters Score -788476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -788476.375000 Penalty: 4523.346191
	Iteration 37Q: 3 clusters Score -788476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -788476.312500 Penalty: 4523.346191
	Iteration 38Q: 3 clusters Score -788476.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -788476.375000 Penalty: 4523.346191
	Iteration 39Q: 3 clusters Score -788476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -788479.875000 Penalty: 4523.346191
	Iteration 40F: 3 clusters Score -788479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -788480.562500 Penalty: 4523.346191
	Iteration 41Q: 3 clusters Score -788480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -788482.187500 Penalty: 4523.346191
	Iteration 42Q: 3 clusters Score -788482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -788482.312500 Penalty: 4523.346191
	Iteration 43Q: 3 clusters Score -788482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -788482.812500 Penalty: 4523.346191
	Iteration 44Q: 3 clusters Score -788482.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -788482.812500 Penalty: 4523.346191
	Iteration 45F: 3 clusters Score -788482.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Entering Unmasked Estep 
Score: -2043129.500000 Penalty: 2495.932861
	Iteration 0F: 2 clusters Score -2043130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2026711.000000 Penalty: 4991.865723
	Iteration 0F: 3 clusters Score -2026711 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2032582.750000 Penalty: 4991.865723
	Iteration 1F: 3 clusters Score -2032583 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2033178.375000 Penalty: 4991.865723
	Iteration 2F: 3 clusters Score -2033178 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2033848.250000 Penalty: 4991.865723
	Iteration 3F: 3 clusters Score -2033848 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2034769.750000 Penalty: 4991.865723
	Iteration 4F: 3 clusters Score -2034770 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2035966.750000 Penalty: 4991.865723
	Iteration 5F: 3 clusters Score -2035967 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2037298.625000 Penalty: 4991.865723
	Iteration 6F: 3 clusters Score -2037299 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2038688.500000 Penalty: 4991.865723
	Iteration 7F: 3 clusters Score -2038688 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2039663.875000 Penalty: 4991.865723
	Iteration 8F: 3 clusters Score -2039664 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2040200.375000 Penalty: 4991.865723
	Iteration 9Q: 3 clusters Score -2040200 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2040514.750000 Penalty: 4991.865723
	Iteration 10Q: 3 clusters Score -2040515 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2040688.625000 Penalty: 4991.865723
	Iteration 11Q: 3 clusters Score -2040689 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2040798.875000 Penalty: 4991.865723
	Iteration 12Q: 3 clusters Score -2040799 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2040874.875000 Penalty: 4991.865723
	Iteration 13Q: 3 clusters Score -2040875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2040926.625000 Penalty: 4991.865723
	Iteration 14Q: 3 clusters Score -2040927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2040982.250000 Penalty: 4991.865723
	Iteration 15Q: 3 clusters Score -2040982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2041020.625000 Penalty: 4991.865723
	Iteration 16Q: 3 clusters Score -2041021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2041052.625000 Penalty: 4991.865723
	Iteration 17Q: 3 clusters Score -2041053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2041073.125000 Penalty: 4991.865723
	Iteration 18Q: 3 clusters Score -2041073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2041093.250000 Penalty: 4991.865723
	Iteration 19Q: 3 clusters Score -2041093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2041104.000000 Penalty: 4991.865723
	Iteration 20F: 3 clusters Score -2041104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2041106.000000 Penalty: 4991.865723
	Iteration 21Q: 3 clusters Score -2041106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2041110.375000 Penalty: 4991.865723
	Iteration 22Q: 3 clusters Score -2041110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2041116.000000 Penalty: 4991.865723
	Iteration 23Q: 3 clusters Score -2041116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2041119.500000 Penalty: 4991.865723
	Iteration 24Q: 3 clusters Score -2041120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2041121.625000 Penalty: 4991.865723
	Iteration 25Q: 3 clusters Score -2041122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2041126.375000 Penalty: 4991.865723
	Iteration 26Q: 3 clusters Score -2041126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2041126.875000 Penalty: 4991.865723
	Iteration 27Q: 3 clusters Score -2041127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2041126.875000 Penalty: 4991.865723
	Iteration 28F: 3 clusters Score -2041127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Entering Unmasked Estep 
Score: -767218.125000 Penalty: 2260.202393
	Iteration 0F: 2 clusters Score -767218.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -760138.375000 Penalty: 4520.404785
	Iteration 0F: 3 clusters Score -760138.4 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -762045.937500 Penalty: 4520.404785
	Iteration 1F: 3 clusters Score -762045.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -762349.000000 Penalty: 4520.404785
	Iteration 2F: 3 clusters Score -762349 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -762594.750000 Penalty: 4520.404785
	Iteration 3F: 3 clusters Score -762594.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -762805.437500 Penalty: 4520.404785
	Iteration 4Q: 3 clusters Score -762805.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -762985.937500 Penalty: 4520.404785
	Iteration 5Q: 3 clusters Score -762985.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -763147.062500 Penalty: 4520.404785
	Iteration 6Q: 3 clusters Score -763147.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -763287.250000 Penalty: 4520.404785
	Iteration 7Q: 3 clusters Score -763287.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -763411.125000 Penalty: 4520.404785
	Iteration 8Q: 3 clusters Score -763411.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -763527.437500 Penalty: 4520.404785
	Iteration 9Q: 3 clusters Score -763527.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -763659.125000 Penalty: 4520.404785
	Iteration 10Q: 3 clusters Score -763659.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -763819.062500 Penalty: 4520.404785
	Iteration 11Q: 3 clusters Score -763819.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -763977.250000 Penalty: 4520.404785
	Iteration 12Q: 3 clusters Score -763977.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -764128.625000 Penalty: 4520.404785
	Iteration 13Q: 3 clusters Score -764128.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -764264.437500 Penalty: 4520.404785
	Iteration 14Q: 3 clusters Score -764264.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -764390.562500 Penalty: 4520.404785
	Iteration 15Q: 3 clusters Score -764390.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -764530.062500 Penalty: 4520.404785
	Iteration 16Q: 3 clusters Score -764530.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -764643.937500 Penalty: 4520.404785
	Iteration 17Q: 3 clusters Score -764643.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -764743.375000 Penalty: 4520.404785
	Iteration 18Q: 3 clusters Score -764743.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -764839.937500 Penalty: 4520.404785
	Iteration 19Q: 3 clusters Score -764839.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -764906.312500 Penalty: 4520.404785
	Iteration 20F: 3 clusters Score -764906.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -764969.750000 Penalty: 4520.404785
	Iteration 21Q: 3 clusters Score -764969.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -765045.937500 Penalty: 4520.404785
	Iteration 22Q: 3 clusters Score -765045.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -765133.875000 Penalty: 4520.404785
	Iteration 23Q: 3 clusters Score -765133.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -765207.937500 Penalty: 4520.404785
	Iteration 24Q: 3 clusters Score -765207.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -765277.750000 Penalty: 4520.404785
	Iteration 25Q: 3 clusters Score -765277.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -765334.812500 Penalty: 4520.404785
	Iteration 26Q: 3 clusters Score -765334.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -765381.562500 Penalty: 4520.404785
	Iteration 27Q: 3 clusters Score -765381.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -765410.750000 Penalty: 4520.404785
	Iteration 28Q: 3 clusters Score -765410.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -765432.437500 Penalty: 4520.404785
	Iteration 29Q: 3 clusters Score -765432.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -765449.937500 Penalty: 4520.404785
	Iteration 30Q: 3 clusters Score -765449.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -765456.812500 Penalty: 4520.404785
	Iteration 31Q: 3 clusters Score -765456.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -765470.562500 Penalty: 4520.404785
	Iteration 32Q: 3 clusters Score -765470.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -765478.750000 Penalty: 4520.404785
	Iteration 33Q: 3 clusters Score -765478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -765486.375000 Penalty: 4520.404785
	Iteration 34Q: 3 clusters Score -765486.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -765493.875000 Penalty: 4520.404785
	Iteration 35Q: 3 clusters Score -765493.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -765497.625000 Penalty: 4520.404785
	Iteration 36Q: 3 clusters Score -765497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -765501.500000 Penalty: 4520.404785
	Iteration 37Q: 3 clusters Score -765501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -765505.750000 Penalty: 4520.404785
	Iteration 38Q: 3 clusters Score -765505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -765508.250000 Penalty: 4520.404785
	Iteration 39Q: 3 clusters Score -765508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -765509.875000 Penalty: 4520.404785
	Iteration 40F: 3 clusters Score -765509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -765510.937500 Penalty: 4520.404785
	Iteration 41Q: 3 clusters Score -765510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -765512.687500 Penalty: 4520.404785
	Iteration 42Q: 3 clusters Score -765512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -765513.125000 Penalty: 4520.404785
	Iteration 43Q: 3 clusters Score -765513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -765513.500000 Penalty: 4520.404785
	Iteration 44Q: 3 clusters Score -765513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -765513.500000 Penalty: 4520.404785
	Iteration 45F: 3 clusters Score -765513.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -381214.687500 Penalty: 2104.095703
	Iteration 0F: 2 clusters Score -381214.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -376804.562500 Penalty: 4208.191406
	Iteration 0F: 3 clusters Score -376804.6 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -377822.593750 Penalty: 4208.191406
	Iteration 1F: 3 clusters Score -377822.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -378051.968750 Penalty: 4208.191406
	Iteration 2F: 3 clusters Score -378052 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -378224.031250 Penalty: 4208.191406
	Iteration 3F: 3 clusters Score -378224 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -378335.843750 Penalty: 4208.191406
	Iteration 4Q: 3 clusters Score -378335.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -378405.781250 Penalty: 4208.191406
	Iteration 5Q: 3 clusters Score -378405.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -378467.093750 Penalty: 4208.191406
	Iteration 6Q: 3 clusters Score -378467.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -378517.812500 Penalty: 4208.191406
	Iteration 7Q: 3 clusters Score -378517.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -378572.375000 Penalty: 4208.191406
	Iteration 8Q: 3 clusters Score -378572.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -378634.031250 Penalty: 4208.191406
	Iteration 9Q: 3 clusters Score -378634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -378704.093750 Penalty: 4208.191406
	Iteration 10Q: 3 clusters Score -378704.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -378780.906250 Penalty: 4208.191406
	Iteration 11Q: 3 clusters Score -378780.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -378852.031250 Penalty: 4208.191406
	Iteration 12Q: 3 clusters Score -378852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -378918.000000 Penalty: 4208.191406
	Iteration 13Q: 3 clusters Score -378918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -378956.625000 Penalty: 4208.191406
	Iteration 14Q: 3 clusters Score -378956.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -378995.281250 Penalty: 4208.191406
	Iteration 15Q: 3 clusters Score -378995.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -379029.406250 Penalty: 4208.191406
	Iteration 16Q: 3 clusters Score -379029.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -379062.500000 Penalty: 4208.191406
	Iteration 17Q: 3 clusters Score -379062.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -379087.812500 Penalty: 4208.191406
	Iteration 18Q: 3 clusters Score -379087.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -379114.718750 Penalty: 4208.191406
	Iteration 19Q: 3 clusters Score -379114.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -379138.250000 Penalty: 4208.191406
	Iteration 20F: 3 clusters Score -379138.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -379156.500000 Penalty: 4208.191406
	Iteration 21Q: 3 clusters Score -379156.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -379181.843750 Penalty: 4208.191406
	Iteration 22Q: 3 clusters Score -379181.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -379208.250000 Penalty: 4208.191406
	Iteration 23Q: 3 clusters Score -379208.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -379244.187500 Penalty: 4208.191406
	Iteration 24Q: 3 clusters Score -379244.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -379273.875000 Penalty: 4208.191406
	Iteration 25Q: 3 clusters Score -379273.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -379302.750000 Penalty: 4208.191406
	Iteration 26Q: 3 clusters Score -379302.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -379325.531250 Penalty: 4208.191406
	Iteration 27Q: 3 clusters Score -379325.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -379347.656250 Penalty: 4208.191406
	Iteration 28Q: 3 clusters Score -379347.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -379377.593750 Penalty: 4208.191406
	Iteration 29Q: 3 clusters Score -379377.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -379402.250000 Penalty: 4208.191406
	Iteration 30Q: 3 clusters Score -379402.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -379433.437500 Penalty: 4208.191406
	Iteration 31Q: 3 clusters Score -379433.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -379458.593750 Penalty: 4208.191406
	Iteration 32Q: 3 clusters Score -379458.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -379483.125000 Penalty: 4208.191406
	Iteration 33Q: 3 clusters Score -379483.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -379499.625000 Penalty: 4208.191406
	Iteration 34Q: 3 clusters Score -379499.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -379510.812500 Penalty: 4208.191406
	Iteration 35Q: 3 clusters Score -379510.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -379518.375000 Penalty: 4208.191406
	Iteration 36Q: 3 clusters Score -379518.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -379527.062500 Penalty: 4208.191406
	Iteration 37Q: 3 clusters Score -379527.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -379532.562500 Penalty: 4208.191406
	Iteration 38Q: 3 clusters Score -379532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -379537.937500 Penalty: 4208.191406
	Iteration 39Q: 3 clusters Score -379537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -379539.843750 Penalty: 4208.191406
	Iteration 40F: 3 clusters Score -379539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -379539.781250 Penalty: 4208.191406
	Iteration 41Q: 3 clusters Score -379539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -379541.250000 Penalty: 4208.191406
	Iteration 42Q: 3 clusters Score -379541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -379541.468750 Penalty: 4208.191406
	Iteration 43Q: 3 clusters Score -379541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -379542.281250 Penalty: 4208.191406
	Iteration 44Q: 3 clusters Score -379542.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -379542.281250 Penalty: 4208.191406
	Iteration 45F: 3 clusters Score -379542.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Entering Unmasked Estep 
Score: -1021636.000000 Penalty: 2321.485107
	Iteration 0F: 2 clusters Score -1021636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1012902.500000 Penalty: 4642.970215
	Iteration 0F: 3 clusters Score -1012902 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1015664.687500 Penalty: 4642.970215
	Iteration 1F: 3 clusters Score -1015665 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1016052.812500 Penalty: 4642.970215
	Iteration 2F: 3 clusters Score -1016053 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1016348.937500 Penalty: 4642.970215
	Iteration 3F: 3 clusters Score -1016349 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1016576.687500 Penalty: 4642.970215
	Iteration 4Q: 3 clusters Score -1016577 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1016761.000000 Penalty: 4642.970215
	Iteration 5Q: 3 clusters Score -1016761 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1016913.625000 Penalty: 4642.970215
	Iteration 6Q: 3 clusters Score -1016914 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1017030.750000 Penalty: 4642.970215
	Iteration 7Q: 3 clusters Score -1017031 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1017145.125000 Penalty: 4642.970215
	Iteration 8Q: 3 clusters Score -1017145 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1017254.375000 Penalty: 4642.970215
	Iteration 9Q: 3 clusters Score -1017254 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1017335.750000 Penalty: 4642.970215
	Iteration 10Q: 3 clusters Score -1017336 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1017404.562500 Penalty: 4642.970215
	Iteration 11Q: 3 clusters Score -1017405 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1017455.750000 Penalty: 4642.970215
	Iteration 12Q: 3 clusters Score -1017456 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1017516.437500 Penalty: 4642.970215
	Iteration 13Q: 3 clusters Score -1017516 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1017572.187500 Penalty: 4642.970215
	Iteration 14Q: 3 clusters Score -1017572 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1017624.250000 Penalty: 4642.970215
	Iteration 15Q: 3 clusters Score -1017624 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1017667.937500 Penalty: 4642.970215
	Iteration 16Q: 3 clusters Score -1017668 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1017706.875000 Penalty: 4642.970215
	Iteration 17Q: 3 clusters Score -1017707 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1017737.500000 Penalty: 4642.970215
	Iteration 18Q: 3 clusters Score -1017738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1017770.062500 Penalty: 4642.970215
	Iteration 19Q: 3 clusters Score -1017770 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1017804.937500 Penalty: 4642.970215
	Iteration 20F: 3 clusters Score -1017805 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1017848.750000 Penalty: 4642.970215
	Iteration 21Q: 3 clusters Score -1017849 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1017909.000000 Penalty: 4642.970215
	Iteration 22Q: 3 clusters Score -1017909 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1017979.062500 Penalty: 4642.970215
	Iteration 23Q: 3 clusters Score -1017979 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1018051.625000 Penalty: 4642.970215
	Iteration 24Q: 3 clusters Score -1018052 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1018127.187500 Penalty: 4642.970215
	Iteration 25Q: 3 clusters Score -1018127 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1018209.750000 Penalty: 4642.970215
	Iteration 26Q: 3 clusters Score -1018210 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1018307.500000 Penalty: 4642.970215
	Iteration 27Q: 3 clusters Score -1018308 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1018408.125000 Penalty: 4642.970215
	Iteration 28Q: 3 clusters Score -1018408 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1018509.312500 Penalty: 4642.970215
	Iteration 29Q: 3 clusters Score -1018509 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1018608.500000 Penalty: 4642.970215
	Iteration 30Q: 3 clusters Score -1018608 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1018715.187500 Penalty: 4642.970215
	Iteration 31Q: 3 clusters Score -1018715 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1018812.312500 Penalty: 4642.970215
	Iteration 32Q: 3 clusters Score -1018812 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1018895.937500 Penalty: 4642.970215
	Iteration 33Q: 3 clusters Score -1018896 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1018979.875000 Penalty: 4642.970215
	Iteration 34Q: 3 clusters Score -1018980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1019057.687500 Penalty: 4642.970215
	Iteration 35Q: 3 clusters Score -1019058 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1019132.562500 Penalty: 4642.970215
	Iteration 36Q: 3 clusters Score -1019133 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1019203.875000 Penalty: 4642.970215
	Iteration 37Q: 3 clusters Score -1019204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1019281.062500 Penalty: 4642.970215
	Iteration 38Q: 3 clusters Score -1019281 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1019359.625000 Penalty: 4642.970215
	Iteration 39Q: 3 clusters Score -1019360 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1019429.000000 Penalty: 4642.970215
	Iteration 40F: 3 clusters Score -1019429 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1019492.125000 Penalty: 4642.970215
	Iteration 41Q: 3 clusters Score -1019492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1019545.062500 Penalty: 4642.970215
	Iteration 42Q: 3 clusters Score -1019545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1019601.187500 Penalty: 4642.970215
	Iteration 43Q: 3 clusters Score -1019601 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1019647.437500 Penalty: 4642.970215
	Iteration 44Q: 3 clusters Score -1019647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1019682.437500 Penalty: 4642.970215
	Iteration 45Q: 3 clusters Score -1019682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1019709.125000 Penalty: 4642.970215
	Iteration 46Q: 3 clusters Score -1019709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1019736.187500 Penalty: 4642.970215
	Iteration 47Q: 3 clusters Score -1019736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1019765.750000 Penalty: 4642.970215
	Iteration 48Q: 3 clusters Score -1019766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1019785.562500 Penalty: 4642.970215
	Iteration 49Q: 3 clusters Score -1019786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1019801.500000 Penalty: 4642.970215
	Iteration 50Q: 3 clusters Score -1019802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1019818.937500 Penalty: 4642.970215
	Iteration 51Q: 3 clusters Score -1019819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1019830.312500 Penalty: 4642.970215
	Iteration 52Q: 3 clusters Score -1019830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1019845.937500 Penalty: 4642.970215
	Iteration 53Q: 3 clusters Score -1019846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1019851.125000 Penalty: 4642.970215
	Iteration 54Q: 3 clusters Score -1019851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1019854.437500 Penalty: 4642.970215
	Iteration 55Q: 3 clusters Score -1019854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1019856.187500 Penalty: 4642.970215
	Iteration 56Q: 3 clusters Score -1019856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1019860.312500 Penalty: 4642.970215
	Iteration 57Q: 3 clusters Score -1019860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1019862.000000 Penalty: 4642.970215
	Iteration 58Q: 3 clusters Score -1019862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1019867.937500 Penalty: 4642.970215
	Iteration 59Q: 3 clusters Score -1019868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1019871.625000 Penalty: 4642.970215
	Iteration 60F: 3 clusters Score -1019872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1019878.375000 Penalty: 4642.970215
	Iteration 61Q: 3 clusters Score -1019878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1019881.875000 Penalty: 4642.970215
	Iteration 62Q: 3 clusters Score -1019882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1019884.000000 Penalty: 4642.970215
	Iteration 63Q: 3 clusters Score -1019884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1019886.500000 Penalty: 4642.970215
	Iteration 64Q: 3 clusters Score -1019886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1019889.562500 Penalty: 4642.970215
	Iteration 65Q: 3 clusters Score -1019890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1019894.875000 Penalty: 4642.970215
	Iteration 66Q: 3 clusters Score -1019895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1019897.000000 Penalty: 4642.970215
	Iteration 67Q: 3 clusters Score -1019897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1019899.437500 Penalty: 4642.970215
	Iteration 68Q: 3 clusters Score -1019899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1019900.562500 Penalty: 4642.970215
	Iteration 69Q: 3 clusters Score -1019901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1019900.375000 Penalty: 4642.970215
	Iteration 70Q: 3 clusters Score -1019900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1019900.375000 Penalty: 4642.970215
	Iteration 71F: 3 clusters Score -1019900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Entering Unmasked Estep 
Score: -1726472.000000 Penalty: 2467.987549
	Iteration 0F: 2 clusters Score -1726472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1711807.750000 Penalty: 4935.975098
	Iteration 0F: 3 clusters Score -1711808 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1716830.000000 Penalty: 4935.975098
	Iteration 1F: 3 clusters Score -1716830 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1717344.500000 Penalty: 4935.975098
	Iteration 2F: 3 clusters Score -1717344 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1717847.500000 Penalty: 4935.975098
	Iteration 3F: 3 clusters Score -1717848 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1718418.875000 Penalty: 4935.975098
	Iteration 4F: 3 clusters Score -1718419 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1719122.125000 Penalty: 4935.975098
	Iteration 5F: 3 clusters Score -1719122 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1719923.250000 Penalty: 4935.975098
	Iteration 6F: 3 clusters Score -1719923 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1720755.375000 Penalty: 4935.975098
	Iteration 7F: 3 clusters Score -1720755 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1721542.250000 Penalty: 4935.975098
	Iteration 8F: 3 clusters Score -1721542 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1722287.125000 Penalty: 4935.975098
	Iteration 9Q: 3 clusters Score -1722287 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1722851.000000 Penalty: 4935.975098
	Iteration 10Q: 3 clusters Score -1722851 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1723199.500000 Penalty: 4935.975098
	Iteration 11Q: 3 clusters Score -1723200 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1723450.375000 Penalty: 4935.975098
	Iteration 12Q: 3 clusters Score -1723450 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1723600.375000 Penalty: 4935.975098
	Iteration 13Q: 3 clusters Score -1723600 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1723691.125000 Penalty: 4935.975098
	Iteration 14Q: 3 clusters Score -1723691 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1723761.875000 Penalty: 4935.975098
	Iteration 15Q: 3 clusters Score -1723762 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1723822.000000 Penalty: 4935.975098
	Iteration 16Q: 3 clusters Score -1723822 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1723884.875000 Penalty: 4935.975098
	Iteration 17Q: 3 clusters Score -1723885 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1723929.875000 Penalty: 4935.975098
	Iteration 18Q: 3 clusters Score -1723930 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1723964.875000 Penalty: 4935.975098
	Iteration 19Q: 3 clusters Score -1723965 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1723997.125000 Penalty: 4935.975098
	Iteration 20F: 3 clusters Score -1723997 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1724018.375000 Penalty: 4935.975098
	Iteration 21Q: 3 clusters Score -1724018 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1724048.500000 Penalty: 4935.975098
	Iteration 22Q: 3 clusters Score -1724048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1724058.500000 Penalty: 4935.975098
	Iteration 23Q: 3 clusters Score -1724058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1724071.625000 Penalty: 4935.975098
	Iteration 24Q: 3 clusters Score -1724072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1724084.625000 Penalty: 4935.975098
	Iteration 25Q: 3 clusters Score -1724085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1724099.250000 Penalty: 4935.975098
	Iteration 26Q: 3 clusters Score -1724099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1724118.125000 Penalty: 4935.975098
	Iteration 27Q: 3 clusters Score -1724118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1724138.250000 Penalty: 4935.975098
	Iteration 28Q: 3 clusters Score -1724138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1724154.125000 Penalty: 4935.975098
	Iteration 29Q: 3 clusters Score -1724154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1724162.625000 Penalty: 4935.975098
	Iteration 30Q: 3 clusters Score -1724163 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1724172.375000 Penalty: 4935.975098
	Iteration 31Q: 3 clusters Score -1724172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1724183.500000 Penalty: 4935.975098
	Iteration 32Q: 3 clusters Score -1724184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1724189.000000 Penalty: 4935.975098
	Iteration 33Q: 3 clusters Score -1724189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1724194.875000 Penalty: 4935.975098
	Iteration 34Q: 3 clusters Score -1724195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1724211.500000 Penalty: 4935.975098
	Iteration 35Q: 3 clusters Score -1724212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1724224.500000 Penalty: 4935.975098
	Iteration 36Q: 3 clusters Score -1724224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1724229.375000 Penalty: 4935.975098
	Iteration 37Q: 3 clusters Score -1724229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1724239.250000 Penalty: 4935.975098
	Iteration 38Q: 3 clusters Score -1724239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1724250.500000 Penalty: 4935.975098
	Iteration 39Q: 3 clusters Score -1724250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1724270.625000 Penalty: 4935.975098
	Iteration 40F: 3 clusters Score -1724271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1724286.625000 Penalty: 4935.975098
	Iteration 41Q: 3 clusters Score -1724287 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1724294.375000 Penalty: 4935.975098
	Iteration 42Q: 3 clusters Score -1724294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1724309.625000 Penalty: 4935.975098
	Iteration 43Q: 3 clusters Score -1724310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1724318.125000 Penalty: 4935.975098
	Iteration 44Q: 3 clusters Score -1724318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1724341.250000 Penalty: 4935.975098
	Iteration 45Q: 3 clusters Score -1724341 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1724361.750000 Penalty: 4935.975098
	Iteration 46Q: 3 clusters Score -1724362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1724372.875000 Penalty: 4935.975098
	Iteration 47Q: 3 clusters Score -1724373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1724396.375000 Penalty: 4935.975098
	Iteration 48Q: 3 clusters Score -1724396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1724420.875000 Penalty: 4935.975098
	Iteration 49Q: 3 clusters Score -1724421 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1724437.750000 Penalty: 4935.975098
	Iteration 50Q: 3 clusters Score -1724438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1724456.125000 Penalty: 4935.975098
	Iteration 51Q: 3 clusters Score -1724456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1724485.125000 Penalty: 4935.975098
	Iteration 52Q: 3 clusters Score -1724485 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1724522.000000 Penalty: 4935.975098
	Iteration 53Q: 3 clusters Score -1724522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1724591.875000 Penalty: 4935.975098
	Iteration 54Q: 3 clusters Score -1724592 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1724658.250000 Penalty: 4935.975098
	Iteration 55Q: 3 clusters Score -1724658 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1724734.500000 Penalty: 4935.975098
	Iteration 56Q: 3 clusters Score -1724734 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1724788.375000 Penalty: 4935.975098
	Iteration 57Q: 3 clusters Score -1724788 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1724849.750000 Penalty: 4935.975098
	Iteration 58Q: 3 clusters Score -1724850 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1724903.750000 Penalty: 4935.975098
	Iteration 59Q: 3 clusters Score -1724904 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1724942.250000 Penalty: 4935.975098
	Iteration 60F: 3 clusters Score -1724942 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1724979.375000 Penalty: 4935.975098
	Iteration 61Q: 3 clusters Score -1724979 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1725011.125000 Penalty: 4935.975098
	Iteration 62Q: 3 clusters Score -1725011 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1725037.750000 Penalty: 4935.975098
	Iteration 63Q: 3 clusters Score -1725038 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1725078.250000 Penalty: 4935.975098
	Iteration 64Q: 3 clusters Score -1725078 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1725114.000000 Penalty: 4935.975098
	Iteration 65Q: 3 clusters Score -1725114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1725139.125000 Penalty: 4935.975098
	Iteration 66Q: 3 clusters Score -1725139 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1725171.250000 Penalty: 4935.975098
	Iteration 67Q: 3 clusters Score -1725171 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1725193.500000 Penalty: 4935.975098
	Iteration 68Q: 3 clusters Score -1725194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1725224.750000 Penalty: 4935.975098
	Iteration 69Q: 3 clusters Score -1725225 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1725238.875000 Penalty: 4935.975098
	Iteration 70Q: 3 clusters Score -1725239 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1725257.000000 Penalty: 4935.975098
	Iteration 71Q: 3 clusters Score -1725257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1725259.375000 Penalty: 4935.975098
	Iteration 72Q: 3 clusters Score -1725259 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1725274.875000 Penalty: 4935.975098
	Iteration 73Q: 3 clusters Score -1725275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1725292.750000 Penalty: 4935.975098
	Iteration 74Q: 3 clusters Score -1725293 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1725315.000000 Penalty: 4935.975098
	Iteration 75Q: 3 clusters Score -1725315 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1725349.625000 Penalty: 4935.975098
	Iteration 76Q: 3 clusters Score -1725350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1725363.250000 Penalty: 4935.975098
	Iteration 77Q: 3 clusters Score -1725363 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1725383.125000 Penalty: 4935.975098
	Iteration 78Q: 3 clusters Score -1725383 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1725397.750000 Penalty: 4935.975098
	Iteration 79Q: 3 clusters Score -1725398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1725412.125000 Penalty: 4935.975098
	Iteration 80F: 3 clusters Score -1725412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1725423.250000 Penalty: 4935.975098
	Iteration 81Q: 3 clusters Score -1725423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1725440.875000 Penalty: 4935.975098
	Iteration 82Q: 3 clusters Score -1725441 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1725447.000000 Penalty: 4935.975098
	Iteration 83Q: 3 clusters Score -1725447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1725457.000000 Penalty: 4935.975098
	Iteration 84Q: 3 clusters Score -1725457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1725462.375000 Penalty: 4935.975098
	Iteration 85Q: 3 clusters Score -1725462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1725468.125000 Penalty: 4935.975098
	Iteration 86Q: 3 clusters Score -1725468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1725468.875000 Penalty: 4935.975098
	Iteration 87Q: 3 clusters Score -1725469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1725477.875000 Penalty: 4935.975098
	Iteration 88Q: 3 clusters Score -1725478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1725484.375000 Penalty: 4935.975098
	Iteration 89Q: 3 clusters Score -1725484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1725490.500000 Penalty: 4935.975098
	Iteration 90Q: 3 clusters Score -1725490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1725494.750000 Penalty: 4935.975098
	Iteration 91Q: 3 clusters Score -1725495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1725495.375000 Penalty: 4935.975098
	Iteration 92Q: 3 clusters Score -1725495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1725495.750000 Penalty: 4935.975098
	Iteration 93Q: 3 clusters Score -1725496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1725503.625000 Penalty: 4935.975098
	Iteration 94Q: 3 clusters Score -1725504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1725508.500000 Penalty: 4935.975098
	Iteration 95Q: 3 clusters Score -1725508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1725515.625000 Penalty: 4935.975098
	Iteration 96Q: 3 clusters Score -1725516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1725518.250000 Penalty: 4935.975098
	Iteration 97Q: 3 clusters Score -1725518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1725523.375000 Penalty: 4935.975098
	Iteration 98Q: 3 clusters Score -1725523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1725528.375000 Penalty: 4935.975098
	Iteration 99Q: 3 clusters Score -1725528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1725531.250000 Penalty: 4935.975098
	Iteration 100F: 3 clusters Score -1725531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1725541.750000 Penalty: 4935.975098
	Iteration 101Q: 3 clusters Score -1725542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1725545.375000 Penalty: 4935.975098
	Iteration 102Q: 3 clusters Score -1725545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1725551.250000 Penalty: 4935.975098
	Iteration 103Q: 3 clusters Score -1725551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1725558.250000 Penalty: 4935.975098
	Iteration 104Q: 3 clusters Score -1725558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1725565.250000 Penalty: 4935.975098
	Iteration 105Q: 3 clusters Score -1725565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1725569.125000 Penalty: 4935.975098
	Iteration 106Q: 3 clusters Score -1725569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1725577.375000 Penalty: 4935.975098
	Iteration 107Q: 3 clusters Score -1725577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1725586.125000 Penalty: 4935.975098
	Iteration 108Q: 3 clusters Score -1725586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1725601.875000 Penalty: 4935.975098
	Iteration 109Q: 3 clusters Score -1725602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1725618.625000 Penalty: 4935.975098
	Iteration 110Q: 3 clusters Score -1725619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1725634.250000 Penalty: 4935.975098
	Iteration 111Q: 3 clusters Score -1725634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1725649.625000 Penalty: 4935.975098
	Iteration 112Q: 3 clusters Score -1725650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1725652.125000 Penalty: 4935.975098
	Iteration 113Q: 3 clusters Score -1725652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1725662.625000 Penalty: 4935.975098
	Iteration 114Q: 3 clusters Score -1725663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1725674.875000 Penalty: 4935.975098
	Iteration 115Q: 3 clusters Score -1725675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1725687.375000 Penalty: 4935.975098
	Iteration 116Q: 3 clusters Score -1725687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1725700.125000 Penalty: 4935.975098
	Iteration 117Q: 3 clusters Score -1725700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1725701.375000 Penalty: 4935.975098
	Iteration 118Q: 3 clusters Score -1725701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1725712.750000 Penalty: 4935.975098
	Iteration 119Q: 3 clusters Score -1725713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1725714.500000 Penalty: 4935.975098
	Iteration 120F: 3 clusters Score -1725714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1725716.875000 Penalty: 4935.975098
	Iteration 121Q: 3 clusters Score -1725717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1725728.750000 Penalty: 4935.975098
	Iteration 122Q: 3 clusters Score -1725729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1725730.625000 Penalty: 4935.975098
	Iteration 123Q: 3 clusters Score -1725731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1725736.500000 Penalty: 4935.975098
	Iteration 124Q: 3 clusters Score -1725736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1725738.250000 Penalty: 4935.975098
	Iteration 125Q: 3 clusters Score -1725738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1725737.750000 Penalty: 4935.975098
	Iteration 126Q: 3 clusters Score -1725738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1725739.375000 Penalty: 4935.975098
	Iteration 127Q: 3 clusters Score -1725739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1725745.375000 Penalty: 4935.975098
	Iteration 128Q: 3 clusters Score -1725745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1725743.875000 Penalty: 4935.975098
	Iteration 129Q: 3 clusters Score -1725744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1725743.875000 Penalty: 4935.975098
	Iteration 130F: 3 clusters Score -1725744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Entering Unmasked Estep 
Score: -658443.375000 Penalty: 2248.770752
	Iteration 0F: 2 clusters Score -658443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -651694.812500 Penalty: 4497.541504
	Iteration 0F: 3 clusters Score -651694.8 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -653647.187500 Penalty: 4497.541504
	Iteration 1F: 3 clusters Score -653647.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -654208.062500 Penalty: 4497.541504
	Iteration 2F: 3 clusters Score -654208.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -654685.312500 Penalty: 4497.541504
	Iteration 3F: 3 clusters Score -654685.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -655085.750000 Penalty: 4497.541504
	Iteration 4F: 3 clusters Score -655085.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -655378.062500 Penalty: 4497.541504
	Iteration 5F: 3 clusters Score -655378.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -655623.125000 Penalty: 4497.541504
	Iteration 6Q: 3 clusters Score -655623.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -655841.187500 Penalty: 4497.541504
	Iteration 7Q: 3 clusters Score -655841.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -656016.375000 Penalty: 4497.541504
	Iteration 8Q: 3 clusters Score -656016.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -656167.312500 Penalty: 4497.541504
	Iteration 9Q: 3 clusters Score -656167.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -656279.187500 Penalty: 4497.541504
	Iteration 10Q: 3 clusters Score -656279.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -656360.875000 Penalty: 4497.541504
	Iteration 11Q: 3 clusters Score -656360.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -656430.250000 Penalty: 4497.541504
	Iteration 12Q: 3 clusters Score -656430.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -656478.250000 Penalty: 4497.541504
	Iteration 13Q: 3 clusters Score -656478.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -656513.937500 Penalty: 4497.541504
	Iteration 14Q: 3 clusters Score -656513.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -656543.500000 Penalty: 4497.541504
	Iteration 15Q: 3 clusters Score -656543.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -656562.562500 Penalty: 4497.541504
	Iteration 16Q: 3 clusters Score -656562.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -656572.937500 Penalty: 4497.541504
	Iteration 17Q: 3 clusters Score -656572.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -656586.687500 Penalty: 4497.541504
	Iteration 18Q: 3 clusters Score -656586.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -656597.250000 Penalty: 4497.541504
	Iteration 19Q: 3 clusters Score -656597.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -656606.875000 Penalty: 4497.541504
	Iteration 20F: 3 clusters Score -656606.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -656613.125000 Penalty: 4497.541504
	Iteration 21Q: 3 clusters Score -656613.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -656618.687500 Penalty: 4497.541504
	Iteration 22Q: 3 clusters Score -656618.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -656623.937500 Penalty: 4497.541504
	Iteration 23Q: 3 clusters Score -656623.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -656628.937500 Penalty: 4497.541504
	Iteration 24Q: 3 clusters Score -656628.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -656633.312500 Penalty: 4497.541504
	Iteration 25Q: 3 clusters Score -656633.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -656634.750000 Penalty: 4497.541504
	Iteration 26Q: 3 clusters Score -656634.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -656639.125000 Penalty: 4497.541504
	Iteration 27Q: 3 clusters Score -656639.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -656642.312500 Penalty: 4497.541504
	Iteration 28Q: 3 clusters Score -656642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -656645.125000 Penalty: 4497.541504
	Iteration 29Q: 3 clusters Score -656645.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -656648.562500 Penalty: 4497.541504
	Iteration 30Q: 3 clusters Score -656648.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -656650.750000 Penalty: 4497.541504
	Iteration 31Q: 3 clusters Score -656650.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -656654.750000 Penalty: 4497.541504
	Iteration 32Q: 3 clusters Score -656654.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -656657.250000 Penalty: 4497.541504
	Iteration 33Q: 3 clusters Score -656657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -656660.625000 Penalty: 4497.541504
	Iteration 34Q: 3 clusters Score -656660.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -656662.937500 Penalty: 4497.541504
	Iteration 35Q: 3 clusters Score -656662.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -656663.187500 Penalty: 4497.541504
	Iteration 36Q: 3 clusters Score -656663.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -656667.187500 Penalty: 4497.541504
	Iteration 37Q: 3 clusters Score -656667.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -656671.312500 Penalty: 4497.541504
	Iteration 38Q: 3 clusters Score -656671.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -656671.812500 Penalty: 4497.541504
	Iteration 39Q: 3 clusters Score -656671.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -656675.812500 Penalty: 4497.541504
	Iteration 40F: 3 clusters Score -656675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -656679.000000 Penalty: 4497.541504
	Iteration 41Q: 3 clusters Score -656679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -656679.187500 Penalty: 4497.541504
	Iteration 42Q: 3 clusters Score -656679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -656683.687500 Penalty: 4497.541504
	Iteration 43Q: 3 clusters Score -656683.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -656684.250000 Penalty: 4497.541504
	Iteration 44Q: 3 clusters Score -656684.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -656688.125000 Penalty: 4497.541504
	Iteration 45Q: 3 clusters Score -656688.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -656695.375000 Penalty: 4497.541504
	Iteration 46Q: 3 clusters Score -656695.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -656697.875000 Penalty: 4497.541504
	Iteration 47Q: 3 clusters Score -656697.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -656701.062500 Penalty: 4497.541504
	Iteration 48Q: 3 clusters Score -656701.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -656705.812500 Penalty: 4497.541504
	Iteration 49Q: 3 clusters Score -656705.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -656711.750000 Penalty: 4497.541504
	Iteration 50Q: 3 clusters Score -656711.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -656718.750000 Penalty: 4497.541504
	Iteration 51Q: 3 clusters Score -656718.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -656725.187500 Penalty: 4497.541504
	Iteration 52Q: 3 clusters Score -656725.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -656734.187500 Penalty: 4497.541504
	Iteration 53Q: 3 clusters Score -656734.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -656742.625000 Penalty: 4497.541504
	Iteration 54Q: 3 clusters Score -656742.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -656746.687500 Penalty: 4497.541504
	Iteration 55Q: 3 clusters Score -656746.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -656754.500000 Penalty: 4497.541504
	Iteration 56Q: 3 clusters Score -656754.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -656759.750000 Penalty: 4497.541504
	Iteration 57Q: 3 clusters Score -656759.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -656765.937500 Penalty: 4497.541504
	Iteration 58Q: 3 clusters Score -656765.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -656768.500000 Penalty: 4497.541504
	Iteration 59Q: 3 clusters Score -656768.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -656772.437500 Penalty: 4497.541504
	Iteration 60F: 3 clusters Score -656772.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -656773.937500 Penalty: 4497.541504
	Iteration 61Q: 3 clusters Score -656773.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -656777.500000 Penalty: 4497.541504
	Iteration 62Q: 3 clusters Score -656777.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -656779.375000 Penalty: 4497.541504
	Iteration 63Q: 3 clusters Score -656779.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -656781.437500 Penalty: 4497.541504
	Iteration 64Q: 3 clusters Score -656781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -656781.125000 Penalty: 4497.541504
	Iteration 65Q: 3 clusters Score -656781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -656782.000000 Penalty: 4497.541504
	Iteration 66Q: 3 clusters Score -656782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -656785.375000 Penalty: 4497.541504
	Iteration 67Q: 3 clusters Score -656785.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -656786.750000 Penalty: 4497.541504
	Iteration 68Q: 3 clusters Score -656786.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -656788.625000 Penalty: 4497.541504
	Iteration 69Q: 3 clusters Score -656788.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -656791.812500 Penalty: 4497.541504
	Iteration 70Q: 3 clusters Score -656791.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -656793.250000 Penalty: 4497.541504
	Iteration 71Q: 3 clusters Score -656793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -656795.000000 Penalty: 4497.541504
	Iteration 72Q: 3 clusters Score -656795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -656797.750000 Penalty: 4497.541504
	Iteration 73Q: 3 clusters Score -656797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -656797.875000 Penalty: 4497.541504
	Iteration 74Q: 3 clusters Score -656797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -656799.062500 Penalty: 4497.541504
	Iteration 75Q: 3 clusters Score -656799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -656799.062500 Penalty: 4497.541504
	Iteration 76Q: 3 clusters Score -656799.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -656800.062500 Penalty: 4497.541504
	Iteration 77Q: 3 clusters Score -656800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -656802.500000 Penalty: 4497.541504
	Iteration 78Q: 3 clusters Score -656802.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -656807.062500 Penalty: 4497.541504
	Iteration 79Q: 3 clusters Score -656807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -656805.250000 Penalty: 4497.541504
	Iteration 80F: 3 clusters Score -656805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -656805.562500 Penalty: 4497.541504
	Iteration 81Q: 3 clusters Score -656805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -656806.437500 Penalty: 4497.541504
	Iteration 82Q: 3 clusters Score -656806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -656805.500000 Penalty: 4497.541504
	Iteration 83Q: 3 clusters Score -656805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -656805.500000 Penalty: 4497.541504
	Iteration 84Q: 3 clusters Score -656805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -656806.000000 Penalty: 4497.541504
	Iteration 85Q: 3 clusters Score -656806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -656806.000000 Penalty: 4497.541504
	Iteration 86F: 3 clusters Score -656806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Entering Unmasked Estep 
Score: -1294222.500000 Penalty: 2401.946777
	Iteration 0F: 2 clusters Score -1294222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1282604.500000 Penalty: 4803.893555
	Iteration 0F: 3 clusters Score -1282604 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1286339.125000 Penalty: 4803.893555
	Iteration 1F: 3 clusters Score -1286339 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1286713.125000 Penalty: 4803.893555
	Iteration 2F: 3 clusters Score -1286713 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1287031.125000 Penalty: 4803.893555
	Iteration 3Q: 3 clusters Score -1287031 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1287349.500000 Penalty: 4803.893555
	Iteration 4Q: 3 clusters Score -1287350 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1287702.000000 Penalty: 4803.893555
	Iteration 5Q: 3 clusters Score -1287702 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1288152.250000 Penalty: 4803.893555
	Iteration 6Q: 3 clusters Score -1288152 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1288644.875000 Penalty: 4803.893555
	Iteration 7F: 3 clusters Score -1288645 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1289187.750000 Penalty: 4803.893555
	Iteration 8F: 3 clusters Score -1289188 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1289740.625000 Penalty: 4803.893555
	Iteration 9Q: 3 clusters Score -1289741 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1290262.875000 Penalty: 4803.893555
	Iteration 10Q: 3 clusters Score -1290263 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1290747.750000 Penalty: 4803.893555
	Iteration 11Q: 3 clusters Score -1290748 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1291178.875000 Penalty: 4803.893555
	Iteration 12Q: 3 clusters Score -1291179 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1291436.125000 Penalty: 4803.893555
	Iteration 13Q: 3 clusters Score -1291436 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1291612.500000 Penalty: 4803.893555
	Iteration 14Q: 3 clusters Score -1291612 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1291740.625000 Penalty: 4803.893555
	Iteration 15Q: 3 clusters Score -1291741 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1291833.000000 Penalty: 4803.893555
	Iteration 16Q: 3 clusters Score -1291833 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1291902.750000 Penalty: 4803.893555
	Iteration 17Q: 3 clusters Score -1291903 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1291960.250000 Penalty: 4803.893555
	Iteration 18Q: 3 clusters Score -1291960 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1292012.000000 Penalty: 4803.893555
	Iteration 19Q: 3 clusters Score -1292012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1292045.375000 Penalty: 4803.893555
	Iteration 20F: 3 clusters Score -1292045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1292068.500000 Penalty: 4803.893555
	Iteration 21Q: 3 clusters Score -1292068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1292097.500000 Penalty: 4803.893555
	Iteration 22Q: 3 clusters Score -1292098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1292116.625000 Penalty: 4803.893555
	Iteration 23Q: 3 clusters Score -1292117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1292134.125000 Penalty: 4803.893555
	Iteration 24Q: 3 clusters Score -1292134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1292145.125000 Penalty: 4803.893555
	Iteration 25Q: 3 clusters Score -1292145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1292156.875000 Penalty: 4803.893555
	Iteration 26Q: 3 clusters Score -1292157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1292162.625000 Penalty: 4803.893555
	Iteration 27Q: 3 clusters Score -1292163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1292169.625000 Penalty: 4803.893555
	Iteration 28Q: 3 clusters Score -1292170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1292171.375000 Penalty: 4803.893555
	Iteration 29Q: 3 clusters Score -1292171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1292180.000000 Penalty: 4803.893555
	Iteration 30Q: 3 clusters Score -1292180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1292180.750000 Penalty: 4803.893555
	Iteration 31Q: 3 clusters Score -1292181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1292178.625000 Penalty: 4803.893555
	Iteration 32Q: 3 clusters Score -1292179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1292177.750000 Penalty: 4803.893555
	Iteration 33Q: 3 clusters Score -1292178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1292180.625000 Penalty: 4803.893555
	Iteration 34Q: 3 clusters Score -1292181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1292179.625000 Penalty: 4803.893555
	Iteration 35Q: 3 clusters Score -1292180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1292179.625000 Penalty: 4803.893555
	Iteration 36F: 3 clusters Score -1292180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -406071.187500 Penalty: 2093.572021
	Iteration 0F: 2 clusters Score -406071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -401736.656250 Penalty: 4187.144043
	Iteration 0F: 3 clusters Score -401736.7 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -402661.531250 Penalty: 4187.144043
	Iteration 1F: 3 clusters Score -402661.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -402866.531250 Penalty: 4187.144043
	Iteration 2F: 3 clusters Score -402866.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -402993.000000 Penalty: 4187.144043
	Iteration 3Q: 3 clusters Score -402993 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -403091.250000 Penalty: 4187.144043
	Iteration 4Q: 3 clusters Score -403091.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -403164.375000 Penalty: 4187.144043
	Iteration 5Q: 3 clusters Score -403164.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -403217.906250 Penalty: 4187.144043
	Iteration 6Q: 3 clusters Score -403217.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -403250.562500 Penalty: 4187.144043
	Iteration 7Q: 3 clusters Score -403250.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -403276.968750 Penalty: 4187.144043
	Iteration 8Q: 3 clusters Score -403277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -403295.593750 Penalty: 4187.144043
	Iteration 9Q: 3 clusters Score -403295.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -403313.437500 Penalty: 4187.144043
	Iteration 10Q: 3 clusters Score -403313.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -403330.968750 Penalty: 4187.144043
	Iteration 11Q: 3 clusters Score -403331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -403354.125000 Penalty: 4187.144043
	Iteration 12Q: 3 clusters Score -403354.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -403377.281250 Penalty: 4187.144043
	Iteration 13Q: 3 clusters Score -403377.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -403403.187500 Penalty: 4187.144043
	Iteration 14Q: 3 clusters Score -403403.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -403427.750000 Penalty: 4187.144043
	Iteration 15Q: 3 clusters Score -403427.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -403452.781250 Penalty: 4187.144043
	Iteration 16Q: 3 clusters Score -403452.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -403481.875000 Penalty: 4187.144043
	Iteration 17Q: 3 clusters Score -403481.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -403516.906250 Penalty: 4187.144043
	Iteration 18Q: 3 clusters Score -403516.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -403558.187500 Penalty: 4187.144043
	Iteration 19Q: 3 clusters Score -403558.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -403610.062500 Penalty: 4187.144043
	Iteration 20F: 3 clusters Score -403610.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -403659.531250 Penalty: 4187.144043
	Iteration 21Q: 3 clusters Score -403659.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -403702.281250 Penalty: 4187.144043
	Iteration 22Q: 3 clusters Score -403702.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -403742.812500 Penalty: 4187.144043
	Iteration 23Q: 3 clusters Score -403742.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -403784.843750 Penalty: 4187.144043
	Iteration 24Q: 3 clusters Score -403784.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -403826.656250 Penalty: 4187.144043
	Iteration 25Q: 3 clusters Score -403826.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -403858.531250 Penalty: 4187.144043
	Iteration 26Q: 3 clusters Score -403858.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -403883.406250 Penalty: 4187.144043
	Iteration 27Q: 3 clusters Score -403883.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -403914.781250 Penalty: 4187.144043
	Iteration 28Q: 3 clusters Score -403914.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -403940.375000 Penalty: 4187.144043
	Iteration 29Q: 3 clusters Score -403940.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -403967.687500 Penalty: 4187.144043
	Iteration 30Q: 3 clusters Score -403967.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -404004.093750 Penalty: 4187.144043
	Iteration 31Q: 3 clusters Score -404004.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -404037.375000 Penalty: 4187.144043
	Iteration 32Q: 3 clusters Score -404037.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -404068.218750 Penalty: 4187.144043
	Iteration 33Q: 3 clusters Score -404068.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -404087.562500 Penalty: 4187.144043
	Iteration 34Q: 3 clusters Score -404087.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -404109.125000 Penalty: 4187.144043
	Iteration 35Q: 3 clusters Score -404109.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -404131.281250 Penalty: 4187.144043
	Iteration 36Q: 3 clusters Score -404131.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -404149.593750 Penalty: 4187.144043
	Iteration 37Q: 3 clusters Score -404149.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -404162.968750 Penalty: 4187.144043
	Iteration 38Q: 3 clusters Score -404163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -404175.750000 Penalty: 4187.144043
	Iteration 39Q: 3 clusters Score -404175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -404191.781250 Penalty: 4187.144043
	Iteration 40F: 3 clusters Score -404191.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -404198.593750 Penalty: 4187.144043
	Iteration 41Q: 3 clusters Score -404198.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -404205.875000 Penalty: 4187.144043
	Iteration 42Q: 3 clusters Score -404205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -404209.562500 Penalty: 4187.144043
	Iteration 43Q: 3 clusters Score -404209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -404211.968750 Penalty: 4187.144043
	Iteration 44Q: 3 clusters Score -404212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -404211.968750 Penalty: 4187.144043
	Iteration 45Q: 3 clusters Score -404212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -404211.968750 Penalty: 4187.144043
	Iteration 46F: 3 clusters Score -404212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Entering Unmasked Estep 
Score: -2059357.250000 Penalty: 2499.684082
	Iteration 0F: 2 clusters Score -2059357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2042723.250000 Penalty: 4999.368164
	Iteration 0F: 3 clusters Score -2042723 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2048662.250000 Penalty: 4999.368164
	Iteration 1F: 3 clusters Score -2048662 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2049300.750000 Penalty: 4999.368164
	Iteration 2F: 3 clusters Score -2049301 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2049977.125000 Penalty: 4999.368164
	Iteration 3F: 3 clusters Score -2049977 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2050814.250000 Penalty: 4999.368164
	Iteration 4F: 3 clusters Score -2050814 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2051885.875000 Penalty: 4999.368164
	Iteration 5F: 3 clusters Score -2051886 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2053054.125000 Penalty: 4999.368164
	Iteration 6F: 3 clusters Score -2053054 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2054147.000000 Penalty: 4999.368164
	Iteration 7F: 3 clusters Score -2054147 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2055057.625000 Penalty: 4999.368164
	Iteration 8F: 3 clusters Score -2055058 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2055791.375000 Penalty: 4999.368164
	Iteration 9Q: 3 clusters Score -2055791 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2056293.875000 Penalty: 4999.368164
	Iteration 10Q: 3 clusters Score -2056294 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2056634.500000 Penalty: 4999.368164
	Iteration 11Q: 3 clusters Score -2056634 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2056829.500000 Penalty: 4999.368164
	Iteration 12Q: 3 clusters Score -2056830 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2056968.875000 Penalty: 4999.368164
	Iteration 13Q: 3 clusters Score -2056969 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2057043.000000 Penalty: 4999.368164
	Iteration 14Q: 3 clusters Score -2057043 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2057114.250000 Penalty: 4999.368164
	Iteration 15Q: 3 clusters Score -2057114 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2057149.250000 Penalty: 4999.368164
	Iteration 16Q: 3 clusters Score -2057149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2057179.500000 Penalty: 4999.368164
	Iteration 17Q: 3 clusters Score -2057180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2057201.375000 Penalty: 4999.368164
	Iteration 18Q: 3 clusters Score -2057201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2057220.750000 Penalty: 4999.368164
	Iteration 19Q: 3 clusters Score -2057221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2057240.000000 Penalty: 4999.368164
	Iteration 20F: 3 clusters Score -2057240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2057249.250000 Penalty: 4999.368164
	Iteration 21Q: 3 clusters Score -2057249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2057260.625000 Penalty: 4999.368164
	Iteration 22Q: 3 clusters Score -2057261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2057274.750000 Penalty: 4999.368164
	Iteration 23Q: 3 clusters Score -2057275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2057285.750000 Penalty: 4999.368164
	Iteration 24Q: 3 clusters Score -2057286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2057291.875000 Penalty: 4999.368164
	Iteration 25Q: 3 clusters Score -2057292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2057298.000000 Penalty: 4999.368164
	Iteration 26Q: 3 clusters Score -2057298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2057301.000000 Penalty: 4999.368164
	Iteration 27Q: 3 clusters Score -2057301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2057301.000000 Penalty: 4999.368164
	Iteration 28F: 3 clusters Score -2057301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Entering Unmasked Estep 
Score: -397477.062500 Penalty: 2087.563232
	Iteration 0F: 2 clusters Score -397477.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -393221.906250 Penalty: 4175.126465
	Iteration 0F: 3 clusters Score -393221.9 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -394196.656250 Penalty: 4175.126465
	Iteration 1F: 3 clusters Score -394196.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -394377.875000 Penalty: 4175.126465
	Iteration 2F: 3 clusters Score -394377.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -394485.343750 Penalty: 4175.126465
	Iteration 3Q: 3 clusters Score -394485.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -394551.218750 Penalty: 4175.126465
	Iteration 4Q: 3 clusters Score -394551.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -394600.125000 Penalty: 4175.126465
	Iteration 5Q: 3 clusters Score -394600.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -394637.875000 Penalty: 4175.126465
	Iteration 6Q: 3 clusters Score -394637.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -394674.156250 Penalty: 4175.126465
	Iteration 7Q: 3 clusters Score -394674.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -394693.375000 Penalty: 4175.126465
	Iteration 8Q: 3 clusters Score -394693.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -394708.875000 Penalty: 4175.126465
	Iteration 9Q: 3 clusters Score -394708.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -394724.875000 Penalty: 4175.126465
	Iteration 10Q: 3 clusters Score -394724.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -394737.937500 Penalty: 4175.126465
	Iteration 11Q: 3 clusters Score -394737.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -394747.875000 Penalty: 4175.126465
	Iteration 12Q: 3 clusters Score -394747.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -394758.281250 Penalty: 4175.126465
	Iteration 13Q: 3 clusters Score -394758.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -394766.843750 Penalty: 4175.126465
	Iteration 14Q: 3 clusters Score -394766.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -394775.093750 Penalty: 4175.126465
	Iteration 15Q: 3 clusters Score -394775.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -394785.562500 Penalty: 4175.126465
	Iteration 16Q: 3 clusters Score -394785.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -394797.562500 Penalty: 4175.126465
	Iteration 17Q: 3 clusters Score -394797.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -394806.125000 Penalty: 4175.126465
	Iteration 18Q: 3 clusters Score -394806.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -394813.093750 Penalty: 4175.126465
	Iteration 19Q: 3 clusters Score -394813.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -394821.468750 Penalty: 4175.126465
	Iteration 20F: 3 clusters Score -394821.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -394829.281250 Penalty: 4175.126465
	Iteration 21Q: 3 clusters Score -394829.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -394838.718750 Penalty: 4175.126465
	Iteration 22Q: 3 clusters Score -394838.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -394845.250000 Penalty: 4175.126465
	Iteration 23Q: 3 clusters Score -394845.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -394850.343750 Penalty: 4175.126465
	Iteration 24Q: 3 clusters Score -394850.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -394855.687500 Penalty: 4175.126465
	Iteration 25Q: 3 clusters Score -394855.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -394861.531250 Penalty: 4175.126465
	Iteration 26Q: 3 clusters Score -394861.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -394870.156250 Penalty: 4175.126465
	Iteration 27Q: 3 clusters Score -394870.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -394878.843750 Penalty: 4175.126465
	Iteration 28Q: 3 clusters Score -394878.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -394886.125000 Penalty: 4175.126465
	Iteration 29Q: 3 clusters Score -394886.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -394890.500000 Penalty: 4175.126465
	Iteration 30Q: 3 clusters Score -394890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -394892.125000 Penalty: 4175.126465
	Iteration 31Q: 3 clusters Score -394892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -394893.937500 Penalty: 4175.126465
	Iteration 32Q: 3 clusters Score -394893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -394895.593750 Penalty: 4175.126465
	Iteration 33Q: 3 clusters Score -394895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -394897.781250 Penalty: 4175.126465
	Iteration 34Q: 3 clusters Score -394897.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -394900.218750 Penalty: 4175.126465
	Iteration 35Q: 3 clusters Score -394900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -394900.500000 Penalty: 4175.126465
	Iteration 36Q: 3 clusters Score -394900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -394903.187500 Penalty: 4175.126465
	Iteration 37Q: 3 clusters Score -394903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -394907.093750 Penalty: 4175.126465
	Iteration 38Q: 3 clusters Score -394907.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -394911.250000 Penalty: 4175.126465
	Iteration 39Q: 3 clusters Score -394911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -394914.437500 Penalty: 4175.126465
	Iteration 40F: 3 clusters Score -394914.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -394918.812500 Penalty: 4175.126465
	Iteration 41Q: 3 clusters Score -394918.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -394922.406250 Penalty: 4175.126465
	Iteration 42Q: 3 clusters Score -394922.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -394929.625000 Penalty: 4175.126465
	Iteration 43Q: 3 clusters Score -394929.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -394937.687500 Penalty: 4175.126465
	Iteration 44Q: 3 clusters Score -394937.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -394945.687500 Penalty: 4175.126465
	Iteration 45Q: 3 clusters Score -394945.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -394952.500000 Penalty: 4175.126465
	Iteration 46Q: 3 clusters Score -394952.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -394956.718750 Penalty: 4175.126465
	Iteration 47Q: 3 clusters Score -394956.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -394960.125000 Penalty: 4175.126465
	Iteration 48Q: 3 clusters Score -394960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -394962.656250 Penalty: 4175.126465
	Iteration 49Q: 3 clusters Score -394962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -394964.656250 Penalty: 4175.126465
	Iteration 50Q: 3 clusters Score -394964.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -394967.312500 Penalty: 4175.126465
	Iteration 51Q: 3 clusters Score -394967.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -394971.687500 Penalty: 4175.126465
	Iteration 52Q: 3 clusters Score -394971.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -394974.687500 Penalty: 4175.126465
	Iteration 53Q: 3 clusters Score -394974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -394976.093750 Penalty: 4175.126465
	Iteration 54Q: 3 clusters Score -394976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -394978.437500 Penalty: 4175.126465
	Iteration 55Q: 3 clusters Score -394978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -394978.843750 Penalty: 4175.126465
	Iteration 56Q: 3 clusters Score -394978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -394978.718750 Penalty: 4175.126465
	Iteration 57Q: 3 clusters Score -394978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -394979.968750 Penalty: 4175.126465
	Iteration 58Q: 3 clusters Score -394980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -394980.031250 Penalty: 4175.126465
	Iteration 59Q: 3 clusters Score -394980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -394980.593750 Penalty: 4175.126465
	Iteration 60F: 3 clusters Score -394980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -394981.656250 Penalty: 4175.126465
	Iteration 61Q: 3 clusters Score -394981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -394983.531250 Penalty: 4175.126465
	Iteration 62Q: 3 clusters Score -394983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -394983.437500 Penalty: 4175.126465
	Iteration 63Q: 3 clusters Score -394983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -394984.781250 Penalty: 4175.126465
	Iteration 64Q: 3 clusters Score -394984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -394985.312500 Penalty: 4175.126465
	Iteration 65Q: 3 clusters Score -394985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -394985.812500 Penalty: 4175.126465
	Iteration 66Q: 3 clusters Score -394985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -394986.218750 Penalty: 4175.126465
	Iteration 67Q: 3 clusters Score -394986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -394985.875000 Penalty: 4175.126465
	Iteration 68Q: 3 clusters Score -394985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -394985.875000 Penalty: 4175.126465
	Iteration 69F: 3 clusters Score -394985.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -275801.312500 Penalty: 2053.679199
	Iteration 0F: 2 clusters Score -275801.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -272015.843750 Penalty: 4107.358398
	Iteration 0F: 3 clusters Score -272015.8 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -272930.125000 Penalty: 4107.358398
	Iteration 1F: 3 clusters Score -272930.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -273252.281250 Penalty: 4107.358398
	Iteration 2F: 3 clusters Score -273252.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -273511.343750 Penalty: 4107.358398
	Iteration 3F: 3 clusters Score -273511.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -273766.031250 Penalty: 4107.358398
	Iteration 4F: 3 clusters Score -273766 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -274044.500000 Penalty: 4107.358398
	Iteration 5F: 3 clusters Score -274044.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -274366.687500 Penalty: 4107.358398
	Iteration 6F: 3 clusters Score -274366.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -274665.625000 Penalty: 4107.358398
	Iteration 7F: 3 clusters Score -274665.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -274937.906250 Penalty: 4107.358398
	Iteration 8F: 3 clusters Score -274937.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -275093.312500 Penalty: 4107.358398
	Iteration 9Q: 3 clusters Score -275093.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -275173.343750 Penalty: 4107.358398
	Iteration 10Q: 3 clusters Score -275173.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -275219.093750 Penalty: 4107.358398
	Iteration 11Q: 3 clusters Score -275219.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -275243.937500 Penalty: 4107.358398
	Iteration 12Q: 3 clusters Score -275243.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -275267.062500 Penalty: 4107.358398
	Iteration 13Q: 3 clusters Score -275267.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -275287.187500 Penalty: 4107.358398
	Iteration 14Q: 3 clusters Score -275287.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -275312.093750 Penalty: 4107.358398
	Iteration 15Q: 3 clusters Score -275312.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -275336.812500 Penalty: 4107.358398
	Iteration 16Q: 3 clusters Score -275336.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -275357.406250 Penalty: 4107.358398
	Iteration 17Q: 3 clusters Score -275357.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -275381.687500 Penalty: 4107.358398
	Iteration 18Q: 3 clusters Score -275381.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -275402.625000 Penalty: 4107.358398
	Iteration 19Q: 3 clusters Score -275402.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -275412.531250 Penalty: 4107.358398
	Iteration 20F: 3 clusters Score -275412.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -275417.562500 Penalty: 4107.358398
	Iteration 21Q: 3 clusters Score -275417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -275421.281250 Penalty: 4107.358398
	Iteration 22Q: 3 clusters Score -275421.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -275423.375000 Penalty: 4107.358398
	Iteration 23Q: 3 clusters Score -275423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -275424.125000 Penalty: 4107.358398
	Iteration 24Q: 3 clusters Score -275424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -275424.156250 Penalty: 4107.358398
	Iteration 25Q: 3 clusters Score -275424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -275424.875000 Penalty: 4107.358398
	Iteration 26Q: 3 clusters Score -275424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -275424.875000 Penalty: 4107.358398
	Iteration 27F: 3 clusters Score -275424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Entering Unmasked Estep 
Score: -842781.312500 Penalty: 2277.019287
	Iteration 0F: 2 clusters Score -842781.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -835268.937500 Penalty: 4554.038574
	Iteration 0F: 3 clusters Score -835268.9 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -837432.062500 Penalty: 4554.038574
	Iteration 1F: 3 clusters Score -837432.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -837738.187500 Penalty: 4554.038574
	Iteration 2F: 3 clusters Score -837738.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -837962.812500 Penalty: 4554.038574
	Iteration 3F: 3 clusters Score -837962.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -838148.312500 Penalty: 4554.038574
	Iteration 4Q: 3 clusters Score -838148.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -838316.875000 Penalty: 4554.038574
	Iteration 5Q: 3 clusters Score -838316.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -838477.625000 Penalty: 4554.038574
	Iteration 6Q: 3 clusters Score -838477.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -838691.625000 Penalty: 4554.038574
	Iteration 7Q: 3 clusters Score -838691.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -838900.187500 Penalty: 4554.038574
	Iteration 8Q: 3 clusters Score -838900.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -839150.750000 Penalty: 4554.038574
	Iteration 9Q: 3 clusters Score -839150.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -839442.812500 Penalty: 4554.038574
	Iteration 10Q: 3 clusters Score -839442.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -839710.500000 Penalty: 4554.038574
	Iteration 11Q: 3 clusters Score -839710.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -839933.500000 Penalty: 4554.038574
	Iteration 12Q: 3 clusters Score -839933.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -840130.437500 Penalty: 4554.038574
	Iteration 13Q: 3 clusters Score -840130.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -840276.562500 Penalty: 4554.038574
	Iteration 14Q: 3 clusters Score -840276.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -840397.125000 Penalty: 4554.038574
	Iteration 15Q: 3 clusters Score -840397.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -840477.687500 Penalty: 4554.038574
	Iteration 16Q: 3 clusters Score -840477.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -840536.437500 Penalty: 4554.038574
	Iteration 17Q: 3 clusters Score -840536.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -840617.687500 Penalty: 4554.038574
	Iteration 18Q: 3 clusters Score -840617.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -840676.312500 Penalty: 4554.038574
	Iteration 19Q: 3 clusters Score -840676.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -840705.937500 Penalty: 4554.038574
	Iteration 20F: 3 clusters Score -840705.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -840731.312500 Penalty: 4554.038574
	Iteration 21Q: 3 clusters Score -840731.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -840742.250000 Penalty: 4554.038574
	Iteration 22Q: 3 clusters Score -840742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -840751.562500 Penalty: 4554.038574
	Iteration 23Q: 3 clusters Score -840751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -840759.500000 Penalty: 4554.038574
	Iteration 24Q: 3 clusters Score -840759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -840762.250000 Penalty: 4554.038574
	Iteration 25Q: 3 clusters Score -840762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -840767.937500 Penalty: 4554.038574
	Iteration 26Q: 3 clusters Score -840767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -840770.687500 Penalty: 4554.038574
	Iteration 27Q: 3 clusters Score -840770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -840774.375000 Penalty: 4554.038574
	Iteration 28Q: 3 clusters Score -840774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -840777.562500 Penalty: 4554.038574
	Iteration 29Q: 3 clusters Score -840777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -840781.812500 Penalty: 4554.038574
	Iteration 30Q: 3 clusters Score -840781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -840785.562500 Penalty: 4554.038574
	Iteration 31Q: 3 clusters Score -840785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -840788.250000 Penalty: 4554.038574
	Iteration 32Q: 3 clusters Score -840788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -840789.000000 Penalty: 4554.038574
	Iteration 33Q: 3 clusters Score -840789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -840788.625000 Penalty: 4554.038574
	Iteration 34Q: 3 clusters Score -840788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -840788.250000 Penalty: 4554.038574
	Iteration 35Q: 3 clusters Score -840788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -840788.250000 Penalty: 4554.038574
	Iteration 36F: 3 clusters Score -840788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Entering Unmasked Estep 
Score: -838881.125000 Penalty: 2274.298828
	Iteration 0F: 2 clusters Score -838881.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -831416.750000 Penalty: 4548.597656
	Iteration 0F: 3 clusters Score -831416.8 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -833585.625000 Penalty: 4548.597656
	Iteration 1F: 3 clusters Score -833585.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -833861.937500 Penalty: 4548.597656
	Iteration 2F: 3 clusters Score -833861.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -834104.000000 Penalty: 4548.597656
	Iteration 3F: 3 clusters Score -834104 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -834309.937500 Penalty: 4548.597656
	Iteration 4Q: 3 clusters Score -834309.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -834517.125000 Penalty: 4548.597656
	Iteration 5Q: 3 clusters Score -834517.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -834787.937500 Penalty: 4548.597656
	Iteration 6Q: 3 clusters Score -834787.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -835136.937500 Penalty: 4548.597656
	Iteration 7F: 3 clusters Score -835136.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -835535.812500 Penalty: 4548.597656
	Iteration 8F: 3 clusters Score -835535.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -835939.812500 Penalty: 4548.597656
	Iteration 9F: 3 clusters Score -835939.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -836283.437500 Penalty: 4548.597656
	Iteration 10Q: 3 clusters Score -836283.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -836552.625000 Penalty: 4548.597656
	Iteration 11Q: 3 clusters Score -836552.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -836744.625000 Penalty: 4548.597656
	Iteration 12Q: 3 clusters Score -836744.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -836887.062500 Penalty: 4548.597656
	Iteration 13Q: 3 clusters Score -836887.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -836986.750000 Penalty: 4548.597656
	Iteration 14Q: 3 clusters Score -836986.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -837044.062500 Penalty: 4548.597656
	Iteration 15Q: 3 clusters Score -837044.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -837091.062500 Penalty: 4548.597656
	Iteration 16Q: 3 clusters Score -837091.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -837131.750000 Penalty: 4548.597656
	Iteration 17Q: 3 clusters Score -837131.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -837161.625000 Penalty: 4548.597656
	Iteration 18Q: 3 clusters Score -837161.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -837181.000000 Penalty: 4548.597656
	Iteration 19Q: 3 clusters Score -837181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -837196.750000 Penalty: 4548.597656
	Iteration 20F: 3 clusters Score -837196.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -837214.687500 Penalty: 4548.597656
	Iteration 21Q: 3 clusters Score -837214.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -837223.187500 Penalty: 4548.597656
	Iteration 22Q: 3 clusters Score -837223.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -837233.687500 Penalty: 4548.597656
	Iteration 23Q: 3 clusters Score -837233.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -837246.437500 Penalty: 4548.597656
	Iteration 24Q: 3 clusters Score -837246.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -837255.500000 Penalty: 4548.597656
	Iteration 25Q: 3 clusters Score -837255.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -837262.375000 Penalty: 4548.597656
	Iteration 26Q: 3 clusters Score -837262.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -837267.125000 Penalty: 4548.597656
	Iteration 27Q: 3 clusters Score -837267.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -837274.812500 Penalty: 4548.597656
	Iteration 28Q: 3 clusters Score -837274.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -837275.875000 Penalty: 4548.597656
	Iteration 29Q: 3 clusters Score -837275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -837280.000000 Penalty: 4548.597656
	Iteration 30Q: 3 clusters Score -837280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -837285.687500 Penalty: 4548.597656
	Iteration 31Q: 3 clusters Score -837285.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -837287.750000 Penalty: 4548.597656
	Iteration 32Q: 3 clusters Score -837287.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -837287.687500 Penalty: 4548.597656
	Iteration 33Q: 3 clusters Score -837287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -837287.250000 Penalty: 4548.597656
	Iteration 34Q: 3 clusters Score -837287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -837288.250000 Penalty: 4548.597656
	Iteration 35Q: 3 clusters Score -837288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -837289.250000 Penalty: 4548.597656
	Iteration 36Q: 3 clusters Score -837289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -837289.812500 Penalty: 4548.597656
	Iteration 37Q: 3 clusters Score -837289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -837290.625000 Penalty: 4548.597656
	Iteration 38Q: 3 clusters Score -837290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -837291.562500 Penalty: 4548.597656
	Iteration 39Q: 3 clusters Score -837291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -837292.250000 Penalty: 4548.597656
	Iteration 40F: 3 clusters Score -837292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -837293.750000 Penalty: 4548.597656
	Iteration 41Q: 3 clusters Score -837293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -837294.000000 Penalty: 4548.597656
	Iteration 42Q: 3 clusters Score -837294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -837294.000000 Penalty: 4548.597656
	Iteration 43F: 3 clusters Score -837294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -536912.562500 Penalty: 2189.720703
	Iteration 0F: 2 clusters Score -536912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -531230.250000 Penalty: 4379.441406
	Iteration 0F: 3 clusters Score -531230.2 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -532862.812500 Penalty: 4379.441406
	Iteration 1F: 3 clusters Score -532862.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -533297.750000 Penalty: 4379.441406
	Iteration 2F: 3 clusters Score -533297.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -533696.125000 Penalty: 4379.441406
	Iteration 3F: 3 clusters Score -533696.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -534042.312500 Penalty: 4379.441406
	Iteration 4F: 3 clusters Score -534042.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -534352.437500 Penalty: 4379.441406
	Iteration 5F: 3 clusters Score -534352.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -534599.750000 Penalty: 4379.441406
	Iteration 6Q: 3 clusters Score -534599.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -534819.812500 Penalty: 4379.441406
	Iteration 7Q: 3 clusters Score -534819.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -534999.500000 Penalty: 4379.441406
	Iteration 8Q: 3 clusters Score -534999.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -535124.500000 Penalty: 4379.441406
	Iteration 9Q: 3 clusters Score -535124.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -535203.812500 Penalty: 4379.441406
	Iteration 10Q: 3 clusters Score -535203.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -535254.750000 Penalty: 4379.441406
	Iteration 11Q: 3 clusters Score -535254.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -535298.937500 Penalty: 4379.441406
	Iteration 12Q: 3 clusters Score -535298.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -535334.062500 Penalty: 4379.441406
	Iteration 13Q: 3 clusters Score -535334.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -535362.125000 Penalty: 4379.441406
	Iteration 14Q: 3 clusters Score -535362.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -535380.000000 Penalty: 4379.441406
	Iteration 15Q: 3 clusters Score -535380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -535395.625000 Penalty: 4379.441406
	Iteration 16Q: 3 clusters Score -535395.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -535412.187500 Penalty: 4379.441406
	Iteration 17Q: 3 clusters Score -535412.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -535423.562500 Penalty: 4379.441406
	Iteration 18Q: 3 clusters Score -535423.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -535433.750000 Penalty: 4379.441406
	Iteration 19Q: 3 clusters Score -535433.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -535444.625000 Penalty: 4379.441406
	Iteration 20F: 3 clusters Score -535444.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -535455.875000 Penalty: 4379.441406
	Iteration 21Q: 3 clusters Score -535455.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -535461.375000 Penalty: 4379.441406
	Iteration 22Q: 3 clusters Score -535461.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -535471.875000 Penalty: 4379.441406
	Iteration 23Q: 3 clusters Score -535471.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -535485.187500 Penalty: 4379.441406
	Iteration 24Q: 3 clusters Score -535485.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -535501.187500 Penalty: 4379.441406
	Iteration 25Q: 3 clusters Score -535501.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -535520.312500 Penalty: 4379.441406
	Iteration 26Q: 3 clusters Score -535520.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -535540.125000 Penalty: 4379.441406
	Iteration 27Q: 3 clusters Score -535540.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -535559.187500 Penalty: 4379.441406
	Iteration 28Q: 3 clusters Score -535559.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -535585.375000 Penalty: 4379.441406
	Iteration 29Q: 3 clusters Score -535585.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -535625.812500 Penalty: 4379.441406
	Iteration 30Q: 3 clusters Score -535625.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -535667.812500 Penalty: 4379.441406
	Iteration 31Q: 3 clusters Score -535667.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -535711.312500 Penalty: 4379.441406
	Iteration 32Q: 3 clusters Score -535711.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -535747.750000 Penalty: 4379.441406
	Iteration 33Q: 3 clusters Score -535747.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -535771.437500 Penalty: 4379.441406
	Iteration 34Q: 3 clusters Score -535771.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -535795.250000 Penalty: 4379.441406
	Iteration 35Q: 3 clusters Score -535795.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -535816.187500 Penalty: 4379.441406
	Iteration 36Q: 3 clusters Score -535816.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -535836.812500 Penalty: 4379.441406
	Iteration 37Q: 3 clusters Score -535836.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -535849.937500 Penalty: 4379.441406
	Iteration 38Q: 3 clusters Score -535849.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -535866.187500 Penalty: 4379.441406
	Iteration 39Q: 3 clusters Score -535866.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -535877.187500 Penalty: 4379.441406
	Iteration 40F: 3 clusters Score -535877.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -535885.375000 Penalty: 4379.441406
	Iteration 41Q: 3 clusters Score -535885.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -535890.375000 Penalty: 4379.441406
	Iteration 42Q: 3 clusters Score -535890.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -535892.375000 Penalty: 4379.441406
	Iteration 43Q: 3 clusters Score -535892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -535893.750000 Penalty: 4379.441406
	Iteration 44Q: 3 clusters Score -535893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -535894.625000 Penalty: 4379.441406
	Iteration 45Q: 3 clusters Score -535894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -535894.437500 Penalty: 4379.441406
	Iteration 46Q: 3 clusters Score -535894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -535894.437500 Penalty: 4379.441406
	Iteration 47F: 3 clusters Score -535894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Entering Unmasked Estep 
Score: -2216165.750000 Penalty: 2520.357422
	Iteration 0F: 2 clusters Score -2216166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2198330.750000 Penalty: 5040.714844
	Iteration 0F: 3 clusters Score -2198331 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2204754.250000 Penalty: 5040.714844
	Iteration 1F: 3 clusters Score -2204754 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2205410.250000 Penalty: 5040.714844
	Iteration 2F: 3 clusters Score -2205410 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2206039.500000 Penalty: 5040.714844
	Iteration 3F: 3 clusters Score -2206040 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2206640.750000 Penalty: 5040.714844
	Iteration 4F: 3 clusters Score -2206641 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2207276.000000 Penalty: 5040.714844
	Iteration 5Q: 3 clusters Score -2207276 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2207948.000000 Penalty: 5040.714844
	Iteration 6Q: 3 clusters Score -2207948 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2208623.500000 Penalty: 5040.714844
	Iteration 7Q: 3 clusters Score -2208624 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2209325.750000 Penalty: 5040.714844
	Iteration 8Q: 3 clusters Score -2209326 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2210082.750000 Penalty: 5040.714844
	Iteration 9Q: 3 clusters Score -2210083 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2210746.000000 Penalty: 5040.714844
	Iteration 10Q: 3 clusters Score -2210746 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2211260.250000 Penalty: 5040.714844
	Iteration 11Q: 3 clusters Score -2211260 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2211616.000000 Penalty: 5040.714844
	Iteration 12Q: 3 clusters Score -2211616 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2211863.250000 Penalty: 5040.714844
	Iteration 13Q: 3 clusters Score -2211863 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2212057.250000 Penalty: 5040.714844
	Iteration 14Q: 3 clusters Score -2212057 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2212196.250000 Penalty: 5040.714844
	Iteration 15Q: 3 clusters Score -2212196 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2212306.250000 Penalty: 5040.714844
	Iteration 16Q: 3 clusters Score -2212306 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2212409.000000 Penalty: 5040.714844
	Iteration 17Q: 3 clusters Score -2212409 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2212496.250000 Penalty: 5040.714844
	Iteration 18Q: 3 clusters Score -2212496 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2212563.000000 Penalty: 5040.714844
	Iteration 19Q: 3 clusters Score -2212563 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2212629.500000 Penalty: 5040.714844
	Iteration 20F: 3 clusters Score -2212630 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2212701.750000 Penalty: 5040.714844
	Iteration 21Q: 3 clusters Score -2212702 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2212767.250000 Penalty: 5040.714844
	Iteration 22Q: 3 clusters Score -2212767 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2212853.500000 Penalty: 5040.714844
	Iteration 23Q: 3 clusters Score -2212854 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2212941.000000 Penalty: 5040.714844
	Iteration 24Q: 3 clusters Score -2212941 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2213016.500000 Penalty: 5040.714844
	Iteration 25Q: 3 clusters Score -2213016 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2213106.000000 Penalty: 5040.714844
	Iteration 26Q: 3 clusters Score -2213106 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2213177.250000 Penalty: 5040.714844
	Iteration 27Q: 3 clusters Score -2213177 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2213268.500000 Penalty: 5040.714844
	Iteration 28Q: 3 clusters Score -2213268 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2213340.750000 Penalty: 5040.714844
	Iteration 29Q: 3 clusters Score -2213341 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2213418.250000 Penalty: 5040.714844
	Iteration 30Q: 3 clusters Score -2213418 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2213520.750000 Penalty: 5040.714844
	Iteration 31Q: 3 clusters Score -2213521 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2213636.000000 Penalty: 5040.714844
	Iteration 32Q: 3 clusters Score -2213636 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2213773.750000 Penalty: 5040.714844
	Iteration 33Q: 3 clusters Score -2213774 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2213948.500000 Penalty: 5040.714844
	Iteration 34Q: 3 clusters Score -2213948 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2214181.750000 Penalty: 5040.714844
	Iteration 35Q: 3 clusters Score -2214182 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2214436.500000 Penalty: 5040.714844
	Iteration 36Q: 3 clusters Score -2214436 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2214649.500000 Penalty: 5040.714844
	Iteration 37Q: 3 clusters Score -2214650 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2214768.750000 Penalty: 5040.714844
	Iteration 38Q: 3 clusters Score -2214769 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2214829.500000 Penalty: 5040.714844
	Iteration 39Q: 3 clusters Score -2214830 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2214858.250000 Penalty: 5040.714844
	Iteration 40F: 3 clusters Score -2214858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2214885.750000 Penalty: 5040.714844
	Iteration 41Q: 3 clusters Score -2214886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2214907.750000 Penalty: 5040.714844
	Iteration 42Q: 3 clusters Score -2214908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2214916.000000 Penalty: 5040.714844
	Iteration 43Q: 3 clusters Score -2214916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2214915.750000 Penalty: 5040.714844
	Iteration 44Q: 3 clusters Score -2214916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2214917.000000 Penalty: 5040.714844
	Iteration 45Q: 3 clusters Score -2214917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2214917.500000 Penalty: 5040.714844
	Iteration 46Q: 3 clusters Score -2214918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2214916.750000 Penalty: 5040.714844
	Iteration 47Q: 3 clusters Score -2214917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2214920.750000 Penalty: 5040.714844
	Iteration 48Q: 3 clusters Score -2214921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2214923.500000 Penalty: 5040.714844
	Iteration 49Q: 3 clusters Score -2214924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2214924.250000 Penalty: 5040.714844
	Iteration 50Q: 3 clusters Score -2214924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2214924.250000 Penalty: 5040.714844
	Iteration 51Q: 3 clusters Score -2214924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2214924.000000 Penalty: 5040.714844
	Iteration 52Q: 3 clusters Score -2214924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2214924.000000 Penalty: 5040.714844
	Iteration 53F: 3 clusters Score -2214924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -643648.562500 Penalty: 2186.064453
	Iteration 0F: 2 clusters Score -643648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -638005.875000 Penalty: 4372.128906
	Iteration 0F: 3 clusters Score -638005.9 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -639468.375000 Penalty: 4372.128906
	Iteration 1F: 3 clusters Score -639468.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -639731.000000 Penalty: 4372.128906
	Iteration 2F: 3 clusters Score -639731 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -639907.000000 Penalty: 4372.128906
	Iteration 3F: 3 clusters Score -639907 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -640039.250000 Penalty: 4372.128906
	Iteration 4Q: 3 clusters Score -640039.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -640158.250000 Penalty: 4372.128906
	Iteration 5Q: 3 clusters Score -640158.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -640268.562500 Penalty: 4372.128906
	Iteration 6Q: 3 clusters Score -640268.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -640360.125000 Penalty: 4372.128906
	Iteration 7Q: 3 clusters Score -640360.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -640462.500000 Penalty: 4372.128906
	Iteration 8Q: 3 clusters Score -640462.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -640569.437500 Penalty: 4372.128906
	Iteration 9Q: 3 clusters Score -640569.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -640666.062500 Penalty: 4372.128906
	Iteration 10Q: 3 clusters Score -640666.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -640751.187500 Penalty: 4372.128906
	Iteration 11Q: 3 clusters Score -640751.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -640840.000000 Penalty: 4372.128906
	Iteration 12Q: 3 clusters Score -640840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -640933.937500 Penalty: 4372.128906
	Iteration 13Q: 3 clusters Score -640933.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -641022.500000 Penalty: 4372.128906
	Iteration 14Q: 3 clusters Score -641022.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -641110.875000 Penalty: 4372.128906
	Iteration 15Q: 3 clusters Score -641110.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -641179.375000 Penalty: 4372.128906
	Iteration 16Q: 3 clusters Score -641179.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -641235.687500 Penalty: 4372.128906
	Iteration 17Q: 3 clusters Score -641235.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -641284.000000 Penalty: 4372.128906
	Iteration 18Q: 3 clusters Score -641284 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -641326.000000 Penalty: 4372.128906
	Iteration 19Q: 3 clusters Score -641326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -641369.562500 Penalty: 4372.128906
	Iteration 20F: 3 clusters Score -641369.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -641412.687500 Penalty: 4372.128906
	Iteration 21Q: 3 clusters Score -641412.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -641440.562500 Penalty: 4372.128906
	Iteration 22Q: 3 clusters Score -641440.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -641463.187500 Penalty: 4372.128906
	Iteration 23Q: 3 clusters Score -641463.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -641480.562500 Penalty: 4372.128906
	Iteration 24Q: 3 clusters Score -641480.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -641491.750000 Penalty: 4372.128906
	Iteration 25Q: 3 clusters Score -641491.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -641506.312500 Penalty: 4372.128906
	Iteration 26Q: 3 clusters Score -641506.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -641516.250000 Penalty: 4372.128906
	Iteration 27Q: 3 clusters Score -641516.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -641524.187500 Penalty: 4372.128906
	Iteration 28Q: 3 clusters Score -641524.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -641529.000000 Penalty: 4372.128906
	Iteration 29Q: 3 clusters Score -641529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -641535.500000 Penalty: 4372.128906
	Iteration 30Q: 3 clusters Score -641535.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -641538.812500 Penalty: 4372.128906
	Iteration 31Q: 3 clusters Score -641538.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -641541.062500 Penalty: 4372.128906
	Iteration 32Q: 3 clusters Score -641541.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -641544.375000 Penalty: 4372.128906
	Iteration 33Q: 3 clusters Score -641544.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -641547.062500 Penalty: 4372.128906
	Iteration 34Q: 3 clusters Score -641547.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -641549.500000 Penalty: 4372.128906
	Iteration 35Q: 3 clusters Score -641549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -641552.562500 Penalty: 4372.128906
	Iteration 36Q: 3 clusters Score -641552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -641552.625000 Penalty: 4372.128906
	Iteration 37Q: 3 clusters Score -641552.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -641554.937500 Penalty: 4372.128906
	Iteration 38Q: 3 clusters Score -641554.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -641557.437500 Penalty: 4372.128906
	Iteration 39Q: 3 clusters Score -641557.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -641561.500000 Penalty: 4372.128906
	Iteration 40F: 3 clusters Score -641561.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -641564.062500 Penalty: 4372.128906
	Iteration 41Q: 3 clusters Score -641564.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -641566.875000 Penalty: 4372.128906
	Iteration 42Q: 3 clusters Score -641566.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -641568.437500 Penalty: 4372.128906
	Iteration 43Q: 3 clusters Score -641568.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -641570.250000 Penalty: 4372.128906
	Iteration 44Q: 3 clusters Score -641570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -641570.062500 Penalty: 4372.128906
	Iteration 45Q: 3 clusters Score -641570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -641573.000000 Penalty: 4372.128906
	Iteration 46Q: 3 clusters Score -641573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -641572.812500 Penalty: 4372.128906
	Iteration 47Q: 3 clusters Score -641572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -641575.250000 Penalty: 4372.128906
	Iteration 48Q: 3 clusters Score -641575.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -641576.187500 Penalty: 4372.128906
	Iteration 49Q: 3 clusters Score -641576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -641576.750000 Penalty: 4372.128906
	Iteration 50Q: 3 clusters Score -641576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -641578.125000 Penalty: 4372.128906
	Iteration 51Q: 3 clusters Score -641578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -641579.187500 Penalty: 4372.128906
	Iteration 52Q: 3 clusters Score -641579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -641579.187500 Penalty: 4372.128906
	Iteration 53F: 3 clusters Score -641579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -473398.906250 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -473398.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -468633.093750 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -468633.1 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -469794.500000 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -469794.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -469987.062500 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -469987.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -470106.312500 Penalty: 4262.792480
	Iteration 3Q: 3 clusters Score -470106.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -470192.468750 Penalty: 4262.792480
	Iteration 4Q: 3 clusters Score -470192.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -470269.156250 Penalty: 4262.792480
	Iteration 5Q: 3 clusters Score -470269.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -470334.593750 Penalty: 4262.792480
	Iteration 6Q: 3 clusters Score -470334.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -470390.781250 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -470390.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -470432.843750 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -470432.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -470473.187500 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -470473.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -470513.656250 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -470513.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -470561.062500 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -470561.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -470610.031250 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -470610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -470662.250000 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -470662.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -470712.500000 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -470712.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -470771.531250 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -470771.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -470841.187500 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -470841.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -470910.562500 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -470910.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -470990.781250 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -470990.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -471065.656250 Penalty: 4262.792480
	Iteration 19Q: 3 clusters Score -471065.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -471126.125000 Penalty: 4262.792480
	Iteration 20F: 3 clusters Score -471126.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -471175.031250 Penalty: 4262.792480
	Iteration 21Q: 3 clusters Score -471175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -471216.281250 Penalty: 4262.792480
	Iteration 22Q: 3 clusters Score -471216.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -471252.750000 Penalty: 4262.792480
	Iteration 23Q: 3 clusters Score -471252.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -471286.125000 Penalty: 4262.792480
	Iteration 24Q: 3 clusters Score -471286.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -471310.500000 Penalty: 4262.792480
	Iteration 25Q: 3 clusters Score -471310.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -471342.250000 Penalty: 4262.792480
	Iteration 26Q: 3 clusters Score -471342.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -471363.281250 Penalty: 4262.792480
	Iteration 27Q: 3 clusters Score -471363.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -471381.656250 Penalty: 4262.792480
	Iteration 28Q: 3 clusters Score -471381.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -471403.625000 Penalty: 4262.792480
	Iteration 29Q: 3 clusters Score -471403.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -471418.687500 Penalty: 4262.792480
	Iteration 30Q: 3 clusters Score -471418.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -471431.093750 Penalty: 4262.792480
	Iteration 31Q: 3 clusters Score -471431.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -471442.468750 Penalty: 4262.792480
	Iteration 32Q: 3 clusters Score -471442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -471448.406250 Penalty: 4262.792480
	Iteration 33Q: 3 clusters Score -471448.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -471457.000000 Penalty: 4262.792480
	Iteration 34Q: 3 clusters Score -471457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -471466.218750 Penalty: 4262.792480
	Iteration 35Q: 3 clusters Score -471466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -471475.312500 Penalty: 4262.792480
	Iteration 36Q: 3 clusters Score -471475.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -471484.062500 Penalty: 4262.792480
	Iteration 37Q: 3 clusters Score -471484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -471489.218750 Penalty: 4262.792480
	Iteration 38Q: 3 clusters Score -471489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -471495.968750 Penalty: 4262.792480
	Iteration 39Q: 3 clusters Score -471496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -471499.218750 Penalty: 4262.792480
	Iteration 40F: 3 clusters Score -471499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -471501.468750 Penalty: 4262.792480
	Iteration 41Q: 3 clusters Score -471501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -471504.406250 Penalty: 4262.792480
	Iteration 42Q: 3 clusters Score -471504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -471514.218750 Penalty: 4262.792480
	Iteration 43Q: 3 clusters Score -471514.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -471522.593750 Penalty: 4262.792480
	Iteration 44Q: 3 clusters Score -471522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -471528.843750 Penalty: 4262.792480
	Iteration 45Q: 3 clusters Score -471528.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -471532.281250 Penalty: 4262.792480
	Iteration 46Q: 3 clusters Score -471532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -471534.531250 Penalty: 4262.792480
	Iteration 47Q: 3 clusters Score -471534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -471534.593750 Penalty: 4262.792480
	Iteration 48Q: 3 clusters Score -471534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -471535.843750 Penalty: 4262.792480
	Iteration 49Q: 3 clusters Score -471535.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -471535.843750 Penalty: 4262.792480
	Iteration 50F: 3 clusters Score -471535.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -884371.812500 Penalty: 2285.623291
	Iteration 0F: 2 clusters Score -884371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -876681.625000 Penalty: 4571.246582
	Iteration 0F: 3 clusters Score -876681.6 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -878857.875000 Penalty: 4571.246582
	Iteration 1F: 3 clusters Score -878857.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -879122.875000 Penalty: 4571.246582
	Iteration 2F: 3 clusters Score -879122.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -879305.312500 Penalty: 4571.246582
	Iteration 3Q: 3 clusters Score -879305.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -879426.937500 Penalty: 4571.246582
	Iteration 4Q: 3 clusters Score -879426.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -879515.250000 Penalty: 4571.246582
	Iteration 5Q: 3 clusters Score -879515.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -879595.000000 Penalty: 4571.246582
	Iteration 6Q: 3 clusters Score -879595 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -879651.062500 Penalty: 4571.246582
	Iteration 7Q: 3 clusters Score -879651.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -879705.937500 Penalty: 4571.246582
	Iteration 8Q: 3 clusters Score -879705.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -879749.500000 Penalty: 4571.246582
	Iteration 9Q: 3 clusters Score -879749.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -879787.937500 Penalty: 4571.246582
	Iteration 10Q: 3 clusters Score -879787.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -879827.937500 Penalty: 4571.246582
	Iteration 11Q: 3 clusters Score -879827.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -879870.375000 Penalty: 4571.246582
	Iteration 12Q: 3 clusters Score -879870.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -879920.062500 Penalty: 4571.246582
	Iteration 13Q: 3 clusters Score -879920.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -879976.000000 Penalty: 4571.246582
	Iteration 14Q: 3 clusters Score -879976 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -880034.750000 Penalty: 4571.246582
	Iteration 15Q: 3 clusters Score -880034.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -880086.250000 Penalty: 4571.246582
	Iteration 16Q: 3 clusters Score -880086.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -880146.687500 Penalty: 4571.246582
	Iteration 17Q: 3 clusters Score -880146.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -880205.312500 Penalty: 4571.246582
	Iteration 18Q: 3 clusters Score -880205.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -880270.625000 Penalty: 4571.246582
	Iteration 19Q: 3 clusters Score -880270.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -880345.000000 Penalty: 4571.246582
	Iteration 20F: 3 clusters Score -880345 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -880416.625000 Penalty: 4571.246582
	Iteration 21Q: 3 clusters Score -880416.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -880482.375000 Penalty: 4571.246582
	Iteration 22Q: 3 clusters Score -880482.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -880558.437500 Penalty: 4571.246582
	Iteration 23Q: 3 clusters Score -880558.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -880631.000000 Penalty: 4571.246582
	Iteration 24Q: 3 clusters Score -880631 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -880711.500000 Penalty: 4571.246582
	Iteration 25Q: 3 clusters Score -880711.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -880788.250000 Penalty: 4571.246582
	Iteration 26Q: 3 clusters Score -880788.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -880855.812500 Penalty: 4571.246582
	Iteration 27Q: 3 clusters Score -880855.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -880930.000000 Penalty: 4571.246582
	Iteration 28Q: 3 clusters Score -880930 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -881025.812500 Penalty: 4571.246582
	Iteration 29Q: 3 clusters Score -881025.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -881130.312500 Penalty: 4571.246582
	Iteration 30Q: 3 clusters Score -881130.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -881239.500000 Penalty: 4571.246582
	Iteration 31Q: 3 clusters Score -881239.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -881370.375000 Penalty: 4571.246582
	Iteration 32Q: 3 clusters Score -881370.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -881482.312500 Penalty: 4571.246582
	Iteration 33Q: 3 clusters Score -881482.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -881580.375000 Penalty: 4571.246582
	Iteration 34Q: 3 clusters Score -881580.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -881661.375000 Penalty: 4571.246582
	Iteration 35Q: 3 clusters Score -881661.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -881748.437500 Penalty: 4571.246582
	Iteration 36Q: 3 clusters Score -881748.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -881810.812500 Penalty: 4571.246582
	Iteration 37Q: 3 clusters Score -881810.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -881877.187500 Penalty: 4571.246582
	Iteration 38Q: 3 clusters Score -881877.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -881939.625000 Penalty: 4571.246582
	Iteration 39Q: 3 clusters Score -881939.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -882006.562500 Penalty: 4571.246582
	Iteration 40F: 3 clusters Score -882006.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -882059.187500 Penalty: 4571.246582
	Iteration 41Q: 3 clusters Score -882059.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -882106.812500 Penalty: 4571.246582
	Iteration 42Q: 3 clusters Score -882106.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -882137.687500 Penalty: 4571.246582
	Iteration 43Q: 3 clusters Score -882137.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -882167.187500 Penalty: 4571.246582
	Iteration 44Q: 3 clusters Score -882167.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -882181.437500 Penalty: 4571.246582
	Iteration 45Q: 3 clusters Score -882181.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -882198.812500 Penalty: 4571.246582
	Iteration 46Q: 3 clusters Score -882198.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -882215.937500 Penalty: 4571.246582
	Iteration 47Q: 3 clusters Score -882215.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -882228.437500 Penalty: 4571.246582
	Iteration 48Q: 3 clusters Score -882228.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -882241.625000 Penalty: 4571.246582
	Iteration 49Q: 3 clusters Score -882241.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -882254.437500 Penalty: 4571.246582
	Iteration 50Q: 3 clusters Score -882254.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -882259.000000 Penalty: 4571.246582
	Iteration 51Q: 3 clusters Score -882259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -882266.250000 Penalty: 4571.246582
	Iteration 52Q: 3 clusters Score -882266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -882274.437500 Penalty: 4571.246582
	Iteration 53Q: 3 clusters Score -882274.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -882282.125000 Penalty: 4571.246582
	Iteration 54Q: 3 clusters Score -882282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -882290.187500 Penalty: 4571.246582
	Iteration 55Q: 3 clusters Score -882290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -882294.000000 Penalty: 4571.246582
	Iteration 56Q: 3 clusters Score -882294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -882301.125000 Penalty: 4571.246582
	Iteration 57Q: 3 clusters Score -882301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -882302.875000 Penalty: 4571.246582
	Iteration 58Q: 3 clusters Score -882302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -882302.437500 Penalty: 4571.246582
	Iteration 59Q: 3 clusters Score -882302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -882303.812500 Penalty: 4571.246582
	Iteration 60F: 3 clusters Score -882303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -882305.062500 Penalty: 4571.246582
	Iteration 61Q: 3 clusters Score -882305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -882306.687500 Penalty: 4571.246582
	Iteration 62Q: 3 clusters Score -882306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -882309.125000 Penalty: 4571.246582
	Iteration 63Q: 3 clusters Score -882309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -882309.125000 Penalty: 4571.246582
	Iteration 64F: 3 clusters Score -882309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Entering Unmasked Estep 
Score: -1720545.500000 Penalty: 2466.826904
	Iteration 0F: 2 clusters Score -1720546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1706043.375000 Penalty: 4933.653809
	Iteration 0F: 3 clusters Score -1706043 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1710970.375000 Penalty: 4933.653809
	Iteration 1F: 3 clusters Score -1710970 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1711329.750000 Penalty: 4933.653809
	Iteration 2F: 3 clusters Score -1711330 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1711640.625000 Penalty: 4933.653809
	Iteration 3Q: 3 clusters Score -1711641 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1711920.000000 Penalty: 4933.653809
	Iteration 4Q: 3 clusters Score -1711920 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1712177.125000 Penalty: 4933.653809
	Iteration 5Q: 3 clusters Score -1712177 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1712483.375000 Penalty: 4933.653809
	Iteration 6Q: 3 clusters Score -1712483 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1712851.250000 Penalty: 4933.653809
	Iteration 7Q: 3 clusters Score -1712851 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1713290.000000 Penalty: 4933.653809
	Iteration 8Q: 3 clusters Score -1713290 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1713809.375000 Penalty: 4933.653809
	Iteration 9Q: 3 clusters Score -1713809 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1714409.125000 Penalty: 4933.653809
	Iteration 10Q: 3 clusters Score -1714409 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1715025.375000 Penalty: 4933.653809
	Iteration 11Q: 3 clusters Score -1715025 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1715647.875000 Penalty: 4933.653809
	Iteration 12Q: 3 clusters Score -1715648 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1716327.750000 Penalty: 4933.653809
	Iteration 13Q: 3 clusters Score -1716328 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1716891.625000 Penalty: 4933.653809
	Iteration 14Q: 3 clusters Score -1716892 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1717382.750000 Penalty: 4933.653809
	Iteration 15Q: 3 clusters Score -1717383 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1717707.625000 Penalty: 4933.653809
	Iteration 16Q: 3 clusters Score -1717708 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1717953.750000 Penalty: 4933.653809
	Iteration 17Q: 3 clusters Score -1717954 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1718091.125000 Penalty: 4933.653809
	Iteration 18Q: 3 clusters Score -1718091 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1718189.000000 Penalty: 4933.653809
	Iteration 19Q: 3 clusters Score -1718189 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1718279.625000 Penalty: 4933.653809
	Iteration 20F: 3 clusters Score -1718280 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1718354.375000 Penalty: 4933.653809
	Iteration 21Q: 3 clusters Score -1718354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1718422.875000 Penalty: 4933.653809
	Iteration 22Q: 3 clusters Score -1718423 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1718475.250000 Penalty: 4933.653809
	Iteration 23Q: 3 clusters Score -1718475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1718507.750000 Penalty: 4933.653809
	Iteration 24Q: 3 clusters Score -1718508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1718530.250000 Penalty: 4933.653809
	Iteration 25Q: 3 clusters Score -1718530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1718541.250000 Penalty: 4933.653809
	Iteration 26Q: 3 clusters Score -1718541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1718554.125000 Penalty: 4933.653809
	Iteration 27Q: 3 clusters Score -1718554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1718562.750000 Penalty: 4933.653809
	Iteration 28Q: 3 clusters Score -1718563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1718576.250000 Penalty: 4933.653809
	Iteration 29Q: 3 clusters Score -1718576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1718588.750000 Penalty: 4933.653809
	Iteration 30Q: 3 clusters Score -1718589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1718597.125000 Penalty: 4933.653809
	Iteration 31Q: 3 clusters Score -1718597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1718599.375000 Penalty: 4933.653809
	Iteration 32Q: 3 clusters Score -1718599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1718604.125000 Penalty: 4933.653809
	Iteration 33Q: 3 clusters Score -1718604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1718611.625000 Penalty: 4933.653809
	Iteration 34Q: 3 clusters Score -1718612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1718617.000000 Penalty: 4933.653809
	Iteration 35Q: 3 clusters Score -1718617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1718615.125000 Penalty: 4933.653809
	Iteration 36Q: 3 clusters Score -1718615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1718618.875000 Penalty: 4933.653809
	Iteration 37Q: 3 clusters Score -1718619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1718621.250000 Penalty: 4933.653809
	Iteration 38Q: 3 clusters Score -1718621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1718630.750000 Penalty: 4933.653809
	Iteration 39Q: 3 clusters Score -1718631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1718636.500000 Penalty: 4933.653809
	Iteration 40F: 3 clusters Score -1718636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1718645.625000 Penalty: 4933.653809
	Iteration 41Q: 3 clusters Score -1718646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1718649.875000 Penalty: 4933.653809
	Iteration 42Q: 3 clusters Score -1718650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1718664.875000 Penalty: 4933.653809
	Iteration 43Q: 3 clusters Score -1718665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1718664.750000 Penalty: 4933.653809
	Iteration 44Q: 3 clusters Score -1718665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1718675.625000 Penalty: 4933.653809
	Iteration 45Q: 3 clusters Score -1718676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1718685.000000 Penalty: 4933.653809
	Iteration 46Q: 3 clusters Score -1718685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1718693.875000 Penalty: 4933.653809
	Iteration 47Q: 3 clusters Score -1718694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1718700.375000 Penalty: 4933.653809
	Iteration 48Q: 3 clusters Score -1718700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1718703.125000 Penalty: 4933.653809
	Iteration 49Q: 3 clusters Score -1718703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1718708.125000 Penalty: 4933.653809
	Iteration 50Q: 3 clusters Score -1718708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1718710.500000 Penalty: 4933.653809
	Iteration 51Q: 3 clusters Score -1718710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1718710.250000 Penalty: 4933.653809
	Iteration 52Q: 3 clusters Score -1718710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1718710.750000 Penalty: 4933.653809
	Iteration 53Q: 3 clusters Score -1718711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1718712.375000 Penalty: 4933.653809
	Iteration 54Q: 3 clusters Score -1718712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1718711.500000 Penalty: 4933.653809
	Iteration 55Q: 3 clusters Score -1718712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1718714.000000 Penalty: 4933.653809
	Iteration 56Q: 3 clusters Score -1718714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1718713.750000 Penalty: 4933.653809
	Iteration 57Q: 3 clusters Score -1718714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1718713.125000 Penalty: 4933.653809
	Iteration 58Q: 3 clusters Score -1718713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1718711.250000 Penalty: 4933.653809
	Iteration 59Q: 3 clusters Score -1718711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1718714.250000 Penalty: 4933.653809
	Iteration 60F: 3 clusters Score -1718714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1718714.250000 Penalty: 4933.653809
	Iteration 61Q: 3 clusters Score -1718714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1718715.375000 Penalty: 4933.653809
	Iteration 62Q: 3 clusters Score -1718715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1718717.375000 Penalty: 4933.653809
	Iteration 63Q: 3 clusters Score -1718717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1718717.375000 Penalty: 4933.653809
	Iteration 64F: 3 clusters Score -1718717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Entering Unmasked Estep 
Score: -283874.062500 Penalty: 2026.836914
	Iteration 0F: 2 clusters Score -283874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -280248.406250 Penalty: 4053.673828
	Iteration 0F: 3 clusters Score -280248.4 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -281062.625000 Penalty: 4053.673828
	Iteration 1F: 3 clusters Score -281062.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -281257.156250 Penalty: 4053.673828
	Iteration 2F: 3 clusters Score -281257.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -281378.187500 Penalty: 4053.673828
	Iteration 3Q: 3 clusters Score -281378.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -281468.343750 Penalty: 4053.673828
	Iteration 4Q: 3 clusters Score -281468.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -281535.750000 Penalty: 4053.673828
	Iteration 5Q: 3 clusters Score -281535.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -281598.843750 Penalty: 4053.673828
	Iteration 6Q: 3 clusters Score -281598.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -281650.843750 Penalty: 4053.673828
	Iteration 7Q: 3 clusters Score -281650.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -281681.687500 Penalty: 4053.673828
	Iteration 8Q: 3 clusters Score -281681.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -281707.562500 Penalty: 4053.673828
	Iteration 9Q: 3 clusters Score -281707.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -281729.531250 Penalty: 4053.673828
	Iteration 10Q: 3 clusters Score -281729.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -281752.312500 Penalty: 4053.673828
	Iteration 11Q: 3 clusters Score -281752.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -281779.250000 Penalty: 4053.673828
	Iteration 12Q: 3 clusters Score -281779.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -281803.281250 Penalty: 4053.673828
	Iteration 13Q: 3 clusters Score -281803.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -281822.593750 Penalty: 4053.673828
	Iteration 14Q: 3 clusters Score -281822.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -281840.250000 Penalty: 4053.673828
	Iteration 15Q: 3 clusters Score -281840.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -281861.656250 Penalty: 4053.673828
	Iteration 16Q: 3 clusters Score -281861.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -281885.812500 Penalty: 4053.673828
	Iteration 17Q: 3 clusters Score -281885.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -281911.562500 Penalty: 4053.673828
	Iteration 18Q: 3 clusters Score -281911.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -281936.031250 Penalty: 4053.673828
	Iteration 19Q: 3 clusters Score -281936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -281956.125000 Penalty: 4053.673828
	Iteration 20F: 3 clusters Score -281956.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -281982.062500 Penalty: 4053.673828
	Iteration 21Q: 3 clusters Score -281982.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -282004.625000 Penalty: 4053.673828
	Iteration 22Q: 3 clusters Score -282004.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -282024.781250 Penalty: 4053.673828
	Iteration 23Q: 3 clusters Score -282024.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -282043.906250 Penalty: 4053.673828
	Iteration 24Q: 3 clusters Score -282043.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -282061.250000 Penalty: 4053.673828
	Iteration 25Q: 3 clusters Score -282061.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -282075.468750 Penalty: 4053.673828
	Iteration 26Q: 3 clusters Score -282075.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -282086.343750 Penalty: 4053.673828
	Iteration 27Q: 3 clusters Score -282086.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -282101.750000 Penalty: 4053.673828
	Iteration 28Q: 3 clusters Score -282101.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -282117.812500 Penalty: 4053.673828
	Iteration 29Q: 3 clusters Score -282117.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -282128.656250 Penalty: 4053.673828
	Iteration 30Q: 3 clusters Score -282128.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -282138.312500 Penalty: 4053.673828
	Iteration 31Q: 3 clusters Score -282138.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -282145.125000 Penalty: 4053.673828
	Iteration 32Q: 3 clusters Score -282145.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -282155.156250 Penalty: 4053.673828
	Iteration 33Q: 3 clusters Score -282155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -282162.906250 Penalty: 4053.673828
	Iteration 34Q: 3 clusters Score -282162.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -282174.875000 Penalty: 4053.673828
	Iteration 35Q: 3 clusters Score -282174.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -282183.156250 Penalty: 4053.673828
	Iteration 36Q: 3 clusters Score -282183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -282189.812500 Penalty: 4053.673828
	Iteration 37Q: 3 clusters Score -282189.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -282197.250000 Penalty: 4053.673828
	Iteration 38Q: 3 clusters Score -282197.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -282206.843750 Penalty: 4053.673828
	Iteration 39Q: 3 clusters Score -282206.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -282214.000000 Penalty: 4053.673828
	Iteration 40F: 3 clusters Score -282214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -282219.062500 Penalty: 4053.673828
	Iteration 41Q: 3 clusters Score -282219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -282222.625000 Penalty: 4053.673828
	Iteration 42Q: 3 clusters Score -282222.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -282226.312500 Penalty: 4053.673828
	Iteration 43Q: 3 clusters Score -282226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -282228.218750 Penalty: 4053.673828
	Iteration 44Q: 3 clusters Score -282228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -282229.218750 Penalty: 4053.673828
	Iteration 45Q: 3 clusters Score -282229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -282231.437500 Penalty: 4053.673828
	Iteration 46Q: 3 clusters Score -282231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -282232.656250 Penalty: 4053.673828
	Iteration 47Q: 3 clusters Score -282232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -282233.125000 Penalty: 4053.673828
	Iteration 48Q: 3 clusters Score -282233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -282233.125000 Penalty: 4053.673828
	Iteration 49F: 3 clusters Score -282233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (108601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Entering Unmasked Estep 
Score: -9262671.000000 Penalty: 2875.668213
	Iteration 0F: 2 clusters Score -9262671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -9190005.000000 Penalty: 5751.336426
	Iteration 0F: 3 clusters Score -9190005 nChanged 51658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -9220647.000000 Penalty: 5751.336426
	Iteration 1F: 3 clusters Score -9220647 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -9222899.000000 Penalty: 5751.336426
	Iteration 2F: 3 clusters Score -9222899 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -9226733.000000 Penalty: 5751.336426
	Iteration 3F: 3 clusters Score -9226733 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -9232237.000000 Penalty: 5751.336426
	Iteration 4F: 3 clusters Score -9232237 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -9238766.000000 Penalty: 5751.336426
	Iteration 5F: 3 clusters Score -9238766 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -9244722.000000 Penalty: 5751.336426
	Iteration 6F: 3 clusters Score -9244722 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -9249774.000000 Penalty: 5751.336426
	Iteration 7F: 3 clusters Score -9249774 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -9253518.000000 Penalty: 5751.336426
	Iteration 8Q: 3 clusters Score -9253518 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -9256187.000000 Penalty: 5751.336426
	Iteration 9Q: 3 clusters Score -9256187 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -9257867.000000 Penalty: 5751.336426
	Iteration 10Q: 3 clusters Score -9257867 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9258784.000000 Penalty: 5751.336426
	Iteration 11Q: 3 clusters Score -9258784 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9259335.000000 Penalty: 5751.336426
	Iteration 12Q: 3 clusters Score -9259335 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9259629.000000 Penalty: 5751.336426
	Iteration 13Q: 3 clusters Score -9259629 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9259804.000000 Penalty: 5751.336426
	Iteration 14Q: 3 clusters Score -9259804 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9259959.000000 Penalty: 5751.336426
	Iteration 15Q: 3 clusters Score -9259959 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9260015.000000 Penalty: 5751.336426
	Iteration 16Q: 3 clusters Score -9260015 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107585 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9260091.000000 Penalty: 5751.336426
	Iteration 17Q: 3 clusters Score -9260091 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9260152.000000 Penalty: 5751.336426
	Iteration 18Q: 3 clusters Score -9260152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9260174.000000 Penalty: 5751.336426
	Iteration 19Q: 3 clusters Score -9260174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9260177.000000 Penalty: 5751.336426
	Iteration 20F: 3 clusters Score -9260177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9260209.000000 Penalty: 5751.336426
	Iteration 21Q: 3 clusters Score -9260209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9260240.000000 Penalty: 5751.336426
	Iteration 22Q: 3 clusters Score -9260240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9260252.000000 Penalty: 5751.336426
	Iteration 23Q: 3 clusters Score -9260252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107785 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9260278.000000 Penalty: 5751.336426
	Iteration 24Q: 3 clusters Score -9260278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9260304.000000 Penalty: 5751.336426
	Iteration 25Q: 3 clusters Score -9260304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9260310.000000 Penalty: 5751.336426
	Iteration 26Q: 3 clusters Score -9260310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9260317.000000 Penalty: 5751.336426
	Iteration 27Q: 3 clusters Score -9260317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9260334.000000 Penalty: 5751.336426
	Iteration 28Q: 3 clusters Score -9260334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107838 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9260340.000000 Penalty: 5751.336426
	Iteration 29Q: 3 clusters Score -9260340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9260329.000000 Penalty: 5751.336426
	Iteration 30Q: 3 clusters Score -9260329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9260334.000000 Penalty: 5751.336426
	Iteration 31Q: 3 clusters Score -9260334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9260343.000000 Penalty: 5751.336426
	Iteration 32Q: 3 clusters Score -9260343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9260354.000000 Penalty: 5751.336426
	Iteration 33Q: 3 clusters Score -9260354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9260365.000000 Penalty: 5751.336426
	Iteration 34Q: 3 clusters Score -9260365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9260372.000000 Penalty: 5751.336426
	Iteration 35Q: 3 clusters Score -9260372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9260379.000000 Penalty: 5751.336426
	Iteration 36Q: 3 clusters Score -9260379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9260374.000000 Penalty: 5751.336426
	Iteration 37Q: 3 clusters Score -9260374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9260373.000000 Penalty: 5751.336426
	Iteration 38Q: 3 clusters Score -9260373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9260378.000000 Penalty: 5751.336426
	Iteration 39Q: 3 clusters Score -9260378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9260378.000000 Penalty: 5751.336426
	Iteration 40F: 3 clusters Score -9260378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9260396.000000 Penalty: 5751.336426
	Iteration 41Q: 3 clusters Score -9260396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9260389.000000 Penalty: 5751.336426
	Iteration 42Q: 3 clusters Score -9260389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9260385.000000 Penalty: 5751.336426
	Iteration 43Q: 3 clusters Score -9260385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9260385.000000 Penalty: 5751.336426
	Iteration 44F: 3 clusters Score -9260385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Entering Unmasked Estep 
Score: -1270521.250000 Penalty: 2375.952881
	Iteration 0F: 2 clusters Score -1270521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1259853.750000 Penalty: 4751.905762
	Iteration 0F: 3 clusters Score -1259854 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1263267.375000 Penalty: 4751.905762
	Iteration 1F: 3 clusters Score -1263267 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1263608.125000 Penalty: 4751.905762
	Iteration 2F: 3 clusters Score -1263608 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1263879.375000 Penalty: 4751.905762
	Iteration 3Q: 3 clusters Score -1263879 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1264071.125000 Penalty: 4751.905762
	Iteration 4Q: 3 clusters Score -1264071 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1264251.250000 Penalty: 4751.905762
	Iteration 5Q: 3 clusters Score -1264251 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1264437.750000 Penalty: 4751.905762
	Iteration 6Q: 3 clusters Score -1264438 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1264676.625000 Penalty: 4751.905762
	Iteration 7Q: 3 clusters Score -1264677 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1264973.750000 Penalty: 4751.905762
	Iteration 8Q: 3 clusters Score -1264974 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1265364.375000 Penalty: 4751.905762
	Iteration 9Q: 3 clusters Score -1265364 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1265836.375000 Penalty: 4751.905762
	Iteration 10Q: 3 clusters Score -1265836 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1266350.125000 Penalty: 4751.905762
	Iteration 11F: 3 clusters Score -1266350 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1266892.000000 Penalty: 4751.905762
	Iteration 12Q: 3 clusters Score -1266892 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1267399.500000 Penalty: 4751.905762
	Iteration 13Q: 3 clusters Score -1267400 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1267786.125000 Penalty: 4751.905762
	Iteration 14Q: 3 clusters Score -1267786 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1268025.250000 Penalty: 4751.905762
	Iteration 15Q: 3 clusters Score -1268025 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1268203.125000 Penalty: 4751.905762
	Iteration 16Q: 3 clusters Score -1268203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1268294.625000 Penalty: 4751.905762
	Iteration 17Q: 3 clusters Score -1268295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1268343.875000 Penalty: 4751.905762
	Iteration 18Q: 3 clusters Score -1268344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1268375.375000 Penalty: 4751.905762
	Iteration 19Q: 3 clusters Score -1268375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1268399.500000 Penalty: 4751.905762
	Iteration 20F: 3 clusters Score -1268400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1268421.500000 Penalty: 4751.905762
	Iteration 21Q: 3 clusters Score -1268422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1268438.500000 Penalty: 4751.905762
	Iteration 22Q: 3 clusters Score -1268438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1268452.375000 Penalty: 4751.905762
	Iteration 23Q: 3 clusters Score -1268452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1268455.500000 Penalty: 4751.905762
	Iteration 24Q: 3 clusters Score -1268456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1268465.125000 Penalty: 4751.905762
	Iteration 25Q: 3 clusters Score -1268465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1268469.750000 Penalty: 4751.905762
	Iteration 26Q: 3 clusters Score -1268470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1268472.375000 Penalty: 4751.905762
	Iteration 27Q: 3 clusters Score -1268472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1268476.250000 Penalty: 4751.905762
	Iteration 28Q: 3 clusters Score -1268476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1268480.125000 Penalty: 4751.905762
	Iteration 29Q: 3 clusters Score -1268480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1268483.500000 Penalty: 4751.905762
	Iteration 30Q: 3 clusters Score -1268484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1268484.250000 Penalty: 4751.905762
	Iteration 31Q: 3 clusters Score -1268484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1268484.250000 Penalty: 4751.905762
	Iteration 32F: 3 clusters Score -1268484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Entering Unmasked Estep 
Score: -3092893.000000 Penalty: 2600.239502
	Iteration 0F: 2 clusters Score -3092893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3068439.750000 Penalty: 5200.479004
	Iteration 0F: 3 clusters Score -3068440 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3077734.750000 Penalty: 5200.479004
	Iteration 1F: 3 clusters Score -3077735 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3078439.750000 Penalty: 5200.479004
	Iteration 2F: 3 clusters Score -3078440 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3079128.250000 Penalty: 5200.479004
	Iteration 3Q: 3 clusters Score -3079128 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3079812.000000 Penalty: 5200.479004
	Iteration 4Q: 3 clusters Score -3079812 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3080544.750000 Penalty: 5200.479004
	Iteration 5Q: 3 clusters Score -3080545 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3081277.500000 Penalty: 5200.479004
	Iteration 6Q: 3 clusters Score -3081278 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3082123.750000 Penalty: 5200.479004
	Iteration 7Q: 3 clusters Score -3082124 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3083158.250000 Penalty: 5200.479004
	Iteration 8Q: 3 clusters Score -3083158 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3084405.750000 Penalty: 5200.479004
	Iteration 9F: 3 clusters Score -3084406 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3085769.500000 Penalty: 5200.479004
	Iteration 10F: 3 clusters Score -3085770 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3086876.500000 Penalty: 5200.479004
	Iteration 11Q: 3 clusters Score -3086876 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3087586 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3088007.500000 Penalty: 5200.479004
	Iteration 13Q: 3 clusters Score -3088008 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3088313.750000 Penalty: 5200.479004
	Iteration 14Q: 3 clusters Score -3088314 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3088558.250000 Penalty: 5200.479004
	Iteration 15Q: 3 clusters Score -3088558 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3088768.000000 Penalty: 5200.479004
	Iteration 16Q: 3 clusters Score -3088768 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3088937.500000 Penalty: 5200.479004
	Iteration 17Q: 3 clusters Score -3088938 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3089095.000000 Penalty: 5200.479004
	Iteration 18Q: 3 clusters Score -3089095 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3089202.750000 Penalty: 5200.479004
	Iteration 19Q: 3 clusters Score -3089203 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3089312.000000 Penalty: 5200.479004
	Iteration 20F: 3 clusters Score -3089312 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3089406 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3089467.250000 Penalty: 5200.479004
	Iteration 22Q: 3 clusters Score -3089467 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3089559.750000 Penalty: 5200.479004
	Iteration 23Q: 3 clusters Score -3089560 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3089641.000000 Penalty: 5200.479004
	Iteration 24Q: 3 clusters Score -3089641 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3089743 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3089839.250000 Penalty: 5200.479004
	Iteration 26Q: 3 clusters Score -3089839 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3089926.250000 Penalty: 5200.479004
	Iteration 27Q: 3 clusters Score -3089926 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3090002.250000 Penalty: 5200.479004
	Iteration 28Q: 3 clusters Score -3090002 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3090063.000000 Penalty: 5200.479004
	Iteration 29Q: 3 clusters Score -3090063 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3090138.000000 Penalty: 5200.479004
	Iteration 30Q: 3 clusters Score -3090138 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3090213.750000 Penalty: 5200.479004
	Iteration 31Q: 3 clusters Score -3090214 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3090260.500000 Penalty: 5200.479004
	Iteration 32Q: 3 clusters Score -3090260 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3090311.000000 Penalty: 5200.479004
	Iteration 33Q: 3 clusters Score -3090311 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3090353.500000 Penalty: 5200.479004
	Iteration 34Q: 3 clusters Score -3090354 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3090384.500000 Penalty: 5200.479004
	Iteration 35Q: 3 clusters Score -3090384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3090400.000000 Penalty: 5200.479004
	Iteration 36Q: 3 clusters Score -3090400 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3090425.500000 Penalty: 5200.479004
	Iteration 37Q: 3 clusters Score -3090426 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3090452.750000 Penalty: 5200.479004
	Iteration 38Q: 3 clusters Score -3090453 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3090478.750000 Penalty: 5200.479004
	Iteration 39Q: 3 clusters Score -3090479 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3090504.250000 Penalty: 5200.479004
	Iteration 40F: 3 clusters Score -3090504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3090533.750000 Penalty: 5200.479004
	Iteration 41Q: 3 clusters Score -3090534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3090533.000000 Penalty: 5200.479004
	Iteration 42Q: 3 clusters Score -3090533 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3090541.500000 Penalty: 5200.479004
	Iteration 43Q: 3 clusters Score -3090542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3090544.250000 Penalty: 5200.479004
	Iteration 44Q: 3 clusters Score -3090544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3090550.750000 Penalty: 5200.479004
	Iteration 45Q: 3 clusters Score -3090551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3090557.750000 Penalty: 5200.479004
	Iteration 46Q: 3 clusters Score -3090558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3090569.750000 Penalty: 5200.479004
	Iteration 47Q: 3 clusters Score -3090570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3090583.000000 Penalty: 5200.479004
	Iteration 48Q: 3 clusters Score -3090583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3090582.750000 Penalty: 5200.479004
	Iteration 49Q: 3 clusters Score -3090583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3090574.750000 Penalty: 5200.479004
	Iteration 50Q: 3 clusters Score -3090575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3090581.250000 Penalty: 5200.479004
	Iteration 51Q: 3 clusters Score -3090581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3090587.000000 Penalty: 5200.479004
	Iteration 52Q: 3 clusters Score -3090587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3090593.250000 Penalty: 5200.479004
	Iteration 53Q: 3 clusters Score -3090593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3090592.000000 Penalty: 5200.479004
	Iteration 54Q: 3 clusters Score -3090592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3090598.250000 Penalty: 5200.479004
	Iteration 55Q: 3 clusters Score -3090598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3090604.000000 Penalty: 5200.479004
	Iteration 56Q: 3 clusters Score -3090604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3090609.250000 Penalty: 5200.479004
	Iteration 57Q: 3 clusters Score -3090609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3090626.000000 Penalty: 5200.479004
	Iteration 58Q: 3 clusters Score -3090626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3090629.750000 Penalty: 5200.479004
	Iteration 59Q: 3 clusters Score -3090630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3090632.000000 Penalty: 5200.479004
	Iteration 60F: 3 clusters Score -3090632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3090635.750000 Penalty: 5200.479004
	Iteration 61Q: 3 clusters Score -3090636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3090630.000000 Penalty: 5200.479004
	Iteration 62Q: 3 clusters Score -3090630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3090633.250000 Penalty: 5200.479004
	Iteration 63Q: 3 clusters Score -3090633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3090638.000000 Penalty: 5200.479004
	Iteration 64Q: 3 clusters Score -3090638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3090647.000000 Penalty: 5200.479004
	Iteration 65Q: 3 clusters Score -3090647 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3090644.500000 Penalty: 5200.479004
	Iteration 66Q: 3 clusters Score -3090644 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3090644.750000 Penalty: 5200.479004
	Iteration 67Q: 3 clusters Score -3090645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3090656.250000 Penalty: 5200.479004
	Iteration 68Q: 3 clusters Score -3090656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3090666.500000 Penalty: 5200.479004
	Iteration 69Q: 3 clusters Score -3090666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3090672.250000 Penalty: 5200.479004
	Iteration 70Q: 3 clusters Score -3090672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3090685.500000 Penalty: 5200.479004
	Iteration 71Q: 3 clusters Score -3090686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3090677.500000 Penalty: 5200.479004
	Iteration 72Q: 3 clusters Score -3090678 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3090679.500000 Penalty: 5200.479004
	Iteration 73Q: 3 clusters Score -3090680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3090679.000000 Penalty: 5200.479004
	Iteration 74Q: 3 clusters Score -3090679 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3090681.750000 Penalty: 5200.479004
	Iteration 75Q: 3 clusters Score -3090682 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3090679 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3090689.750000 Penalty: 5200.479004
	Iteration 77Q: 3 clusters Score -3090690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3090694.000000 Penalty: 5200.479004
	Iteration 78Q: 3 clusters Score -3090694 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3090686.000000 Penalty: 5200.479004
	Iteration 79Q: 3 clusters Score -3090686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3090685.500000 Penalty: 5200.479004
	Iteration 80F: 3 clusters Score -3090686 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3090692.250000 Penalty: 5200.479004
	Iteration 81Q: 3 clusters Score -3090692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3090693.500000 Penalty: 5200.479004
	Iteration 82Q: 3 clusters Score -3090694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3090691.250000 Penalty: 5200.479004
	Iteration 83Q: 3 clusters Score -3090691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3090688.750000 Penalty: 5200.479004
	Iteration 84Q: 3 clusters Score -3090689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3090695.750000 Penalty: 5200.479004
	Iteration 85Q: 3 clusters Score -3090696 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31925 members 
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Entering Unmasked Estep 
Score: -3090704.000000 Penalty: 5200.479004
	Iteration 86Q: 3 clusters Score -3090704 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31937 members 
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Entering Unmasked Estep 
Score: -3090702.000000 Penalty: 5200.479004
	Iteration 87Q: 3 clusters Score -3090702 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31951 members 
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Entering Unmasked Estep 
Score: -3090706.500000 Penalty: 5200.479004
	Iteration 88Q: 3 clusters Score -3090706 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3090712.000000 Penalty: 5200.479004
	Iteration 89Q: 3 clusters Score -3090712 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3090713.500000 Penalty: 5200.479004
	Iteration 90Q: 3 clusters Score -3090714 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3090717.000000 Penalty: 5200.479004
	Iteration 91Q: 3 clusters Score -3090717 nChanged 7
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Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3090720.000000 Penalty: 5200.479004
	Iteration 92Q: 3 clusters Score -3090720 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31989 members 
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Entering Unmasked Estep 
Score: -3090715.250000 Penalty: 5200.479004
	Iteration 93Q: 3 clusters Score -3090715 nChanged 4
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Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3090719.000000 Penalty: 5200.479004
	Iteration 94Q: 3 clusters Score -3090719 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3090718.750000 Penalty: 5200.479004
	Iteration 95Q: 3 clusters Score -3090719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3090713.500000 Penalty: 5200.479004
	Iteration 96Q: 3 clusters Score -3090714 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3090713 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32009 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3090712 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3090713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3090709.500000 Penalty: 5200.479004
	Iteration 100F: 3 clusters Score -3090710 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3090712 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3090710.500000 Penalty: 5200.479004
	Iteration 102Q: 3 clusters Score -3090710 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3090712.000000 Penalty: 5200.479004
	Iteration 103Q: 3 clusters Score -3090712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3090712.000000 Penalty: 5200.479004
	Iteration 104Q: 3 clusters Score -3090712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3090710.000000 Penalty: 5200.479004
	Iteration 105Q: 3 clusters Score -3090710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3090710.000000 Penalty: 5200.479004
	Iteration 106F: 3 clusters Score -3090710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Entering Unmasked Estep 
Score: -1127442.750000 Penalty: 2363.303223
	Iteration 0F: 2 clusters Score -1127443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1117447.375000 Penalty: 4726.606445
	Iteration 0F: 3 clusters Score -1117447 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1120673.125000 Penalty: 4726.606445
	Iteration 1F: 3 clusters Score -1120673 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1121207.375000 Penalty: 4726.606445
	Iteration 2F: 3 clusters Score -1121207 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1121724.875000 Penalty: 4726.606445
	Iteration 3F: 3 clusters Score -1121725 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1122246.875000 Penalty: 4726.606445
	Iteration 4F: 3 clusters Score -1122247 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1122750.125000 Penalty: 4726.606445
	Iteration 5F: 3 clusters Score -1122750 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1123253.500000 Penalty: 4726.606445
	Iteration 6F: 3 clusters Score -1123254 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1123788.250000 Penalty: 4726.606445
	Iteration 7F: 3 clusters Score -1123788 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1124283.250000 Penalty: 4726.606445
	Iteration 8F: 3 clusters Score -1124283 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1124652.250000 Penalty: 4726.606445
	Iteration 9Q: 3 clusters Score -1124652 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1124907.250000 Penalty: 4726.606445
	Iteration 10Q: 3 clusters Score -1124907 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1125111.500000 Penalty: 4726.606445
	Iteration 11Q: 3 clusters Score -1125112 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1125266.000000 Penalty: 4726.606445
	Iteration 12Q: 3 clusters Score -1125266 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1125371.000000 Penalty: 4726.606445
	Iteration 13Q: 3 clusters Score -1125371 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1125438.250000 Penalty: 4726.606445
	Iteration 14Q: 3 clusters Score -1125438 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1125471.500000 Penalty: 4726.606445
	Iteration 15Q: 3 clusters Score -1125472 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1125497.000000 Penalty: 4726.606445
	Iteration 16Q: 3 clusters Score -1125497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1125520.750000 Penalty: 4726.606445
	Iteration 17Q: 3 clusters Score -1125521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1125537.625000 Penalty: 4726.606445
	Iteration 18Q: 3 clusters Score -1125538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1125550.375000 Penalty: 4726.606445
	Iteration 19Q: 3 clusters Score -1125550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1125566.125000 Penalty: 4726.606445
	Iteration 20F: 3 clusters Score -1125566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1125575.000000 Penalty: 4726.606445
	Iteration 21Q: 3 clusters Score -1125575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1125587.125000 Penalty: 4726.606445
	Iteration 22Q: 3 clusters Score -1125587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1125602.750000 Penalty: 4726.606445
	Iteration 23Q: 3 clusters Score -1125603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1125614.000000 Penalty: 4726.606445
	Iteration 24Q: 3 clusters Score -1125614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1125624.750000 Penalty: 4726.606445
	Iteration 25Q: 3 clusters Score -1125625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1125633.875000 Penalty: 4726.606445
	Iteration 26Q: 3 clusters Score -1125634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1125644.625000 Penalty: 4726.606445
	Iteration 27Q: 3 clusters Score -1125645 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1125654.500000 Penalty: 4726.606445
	Iteration 28Q: 3 clusters Score -1125654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1125663.625000 Penalty: 4726.606445
	Iteration 29Q: 3 clusters Score -1125664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1125673.750000 Penalty: 4726.606445
	Iteration 30Q: 3 clusters Score -1125674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1125683.500000 Penalty: 4726.606445
	Iteration 31Q: 3 clusters Score -1125684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1125693.750000 Penalty: 4726.606445
	Iteration 32Q: 3 clusters Score -1125694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1125713.625000 Penalty: 4726.606445
	Iteration 33Q: 3 clusters Score -1125714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1125722.875000 Penalty: 4726.606445
	Iteration 34Q: 3 clusters Score -1125723 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1125739.750000 Penalty: 4726.606445
	Iteration 35Q: 3 clusters Score -1125740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1125751.125000 Penalty: 4726.606445
	Iteration 36Q: 3 clusters Score -1125751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1125757.000000 Penalty: 4726.606445
	Iteration 37Q: 3 clusters Score -1125757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1125763.375000 Penalty: 4726.606445
	Iteration 38Q: 3 clusters Score -1125763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1125769.750000 Penalty: 4726.606445
	Iteration 39Q: 3 clusters Score -1125770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1125778.750000 Penalty: 4726.606445
	Iteration 40F: 3 clusters Score -1125779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1125783.750000 Penalty: 4726.606445
	Iteration 41Q: 3 clusters Score -1125784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1125791.125000 Penalty: 4726.606445
	Iteration 42Q: 3 clusters Score -1125791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1125799.250000 Penalty: 4726.606445
	Iteration 43Q: 3 clusters Score -1125799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1125811.250000 Penalty: 4726.606445
	Iteration 44Q: 3 clusters Score -1125811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1125821.250000 Penalty: 4726.606445
	Iteration 45Q: 3 clusters Score -1125821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1125828.000000 Penalty: 4726.606445
	Iteration 46Q: 3 clusters Score -1125828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1125835.125000 Penalty: 4726.606445
	Iteration 47Q: 3 clusters Score -1125835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1125842.625000 Penalty: 4726.606445
	Iteration 48Q: 3 clusters Score -1125843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1125846.750000 Penalty: 4726.606445
	Iteration 49Q: 3 clusters Score -1125847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1125850.625000 Penalty: 4726.606445
	Iteration 50Q: 3 clusters Score -1125851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1125851.250000 Penalty: 4726.606445
	Iteration 51Q: 3 clusters Score -1125851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1125854.625000 Penalty: 4726.606445
	Iteration 52Q: 3 clusters Score -1125855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1125856.875000 Penalty: 4726.606445
	Iteration 53Q: 3 clusters Score -1125857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1125859.375000 Penalty: 4726.606445
	Iteration 54Q: 3 clusters Score -1125859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1125864.500000 Penalty: 4726.606445
	Iteration 55Q: 3 clusters Score -1125864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1125870.500000 Penalty: 4726.606445
	Iteration 56Q: 3 clusters Score -1125870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1125879.625000 Penalty: 4726.606445
	Iteration 57Q: 3 clusters Score -1125880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1125892.000000 Penalty: 4726.606445
	Iteration 58Q: 3 clusters Score -1125892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1125901.375000 Penalty: 4726.606445
	Iteration 59Q: 3 clusters Score -1125901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1125910.750000 Penalty: 4726.606445
	Iteration 60F: 3 clusters Score -1125911 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1125926.125000 Penalty: 4726.606445
	Iteration 61Q: 3 clusters Score -1125926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1125943.375000 Penalty: 4726.606445
	Iteration 62Q: 3 clusters Score -1125943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1125961.375000 Penalty: 4726.606445
	Iteration 63Q: 3 clusters Score -1125961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1125973.250000 Penalty: 4726.606445
	Iteration 64Q: 3 clusters Score -1125973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1125980.500000 Penalty: 4726.606445
	Iteration 65Q: 3 clusters Score -1125980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1125985.875000 Penalty: 4726.606445
	Iteration 66Q: 3 clusters Score -1125986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1125994.125000 Penalty: 4726.606445
	Iteration 67Q: 3 clusters Score -1125994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1125996.250000 Penalty: 4726.606445
	Iteration 68Q: 3 clusters Score -1125996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1126001.875000 Penalty: 4726.606445
	Iteration 69Q: 3 clusters Score -1126002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1126008.750000 Penalty: 4726.606445
	Iteration 70Q: 3 clusters Score -1126009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1126016.375000 Penalty: 4726.606445
	Iteration 71Q: 3 clusters Score -1126016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1126024.500000 Penalty: 4726.606445
	Iteration 72Q: 3 clusters Score -1126024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1126034.125000 Penalty: 4726.606445
	Iteration 73Q: 3 clusters Score -1126034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1126039.125000 Penalty: 4726.606445
	Iteration 74Q: 3 clusters Score -1126039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1126039.750000 Penalty: 4726.606445
	Iteration 75Q: 3 clusters Score -1126040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1126047.625000 Penalty: 4726.606445
	Iteration 76Q: 3 clusters Score -1126048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1126046.375000 Penalty: 4726.606445
	Iteration 77Q: 3 clusters Score -1126046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1126049.875000 Penalty: 4726.606445
	Iteration 78Q: 3 clusters Score -1126050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1126053.750000 Penalty: 4726.606445
	Iteration 79Q: 3 clusters Score -1126054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1126056.125000 Penalty: 4726.606445
	Iteration 80F: 3 clusters Score -1126056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1126059.625000 Penalty: 4726.606445
	Iteration 81Q: 3 clusters Score -1126060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1126063.375000 Penalty: 4726.606445
	Iteration 82Q: 3 clusters Score -1126063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1126068.250000 Penalty: 4726.606445
	Iteration 83Q: 3 clusters Score -1126068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1126075.375000 Penalty: 4726.606445
	Iteration 84Q: 3 clusters Score -1126075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1126083.250000 Penalty: 4726.606445
	Iteration 85Q: 3 clusters Score -1126083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1126090.750000 Penalty: 4726.606445
	Iteration 86Q: 3 clusters Score -1126091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1126092.875000 Penalty: 4726.606445
	Iteration 87Q: 3 clusters Score -1126093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1126100.750000 Penalty: 4726.606445
	Iteration 88Q: 3 clusters Score -1126101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1126103.625000 Penalty: 4726.606445
	Iteration 89Q: 3 clusters Score -1126104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1126115.875000 Penalty: 4726.606445
	Iteration 90Q: 3 clusters Score -1126116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1126123.750000 Penalty: 4726.606445
	Iteration 91Q: 3 clusters Score -1126124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1126127.250000 Penalty: 4726.606445
	Iteration 92Q: 3 clusters Score -1126127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1126131.375000 Penalty: 4726.606445
	Iteration 93Q: 3 clusters Score -1126131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1126136.875000 Penalty: 4726.606445
	Iteration 94Q: 3 clusters Score -1126137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1126139.125000 Penalty: 4726.606445
	Iteration 95Q: 3 clusters Score -1126139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1126141.500000 Penalty: 4726.606445
	Iteration 96Q: 3 clusters Score -1126142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1126146.000000 Penalty: 4726.606445
	Iteration 97Q: 3 clusters Score -1126146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1126150.750000 Penalty: 4726.606445
	Iteration 98Q: 3 clusters Score -1126151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1126154.750000 Penalty: 4726.606445
	Iteration 99Q: 3 clusters Score -1126155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1126160.375000 Penalty: 4726.606445
	Iteration 100F: 3 clusters Score -1126160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1126163.250000 Penalty: 4726.606445
	Iteration 101Q: 3 clusters Score -1126163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1126170.125000 Penalty: 4726.606445
	Iteration 102Q: 3 clusters Score -1126170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1126170.500000 Penalty: 4726.606445
	Iteration 103Q: 3 clusters Score -1126170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1126173.500000 Penalty: 4726.606445
	Iteration 104Q: 3 clusters Score -1126174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1126175.500000 Penalty: 4726.606445
	Iteration 105Q: 3 clusters Score -1126176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1126173.500000 Penalty: 4726.606445
	Iteration 106Q: 3 clusters Score -1126174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1126176.750000 Penalty: 4726.606445
	Iteration 107Q: 3 clusters Score -1126177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1126179.875000 Penalty: 4726.606445
	Iteration 108Q: 3 clusters Score -1126180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1126179.125000 Penalty: 4726.606445
	Iteration 109Q: 3 clusters Score -1126179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1126180.750000 Penalty: 4726.606445
	Iteration 110Q: 3 clusters Score -1126181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1126179.500000 Penalty: 4726.606445
	Iteration 111Q: 3 clusters Score -1126180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1126179.250000 Penalty: 4726.606445
	Iteration 112Q: 3 clusters Score -1126179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1126180.125000 Penalty: 4726.606445
	Iteration 113Q: 3 clusters Score -1126180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1126180.125000 Penalty: 4726.606445
	Iteration 114Q: 3 clusters Score -1126180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1126181.375000 Penalty: 4726.606445
	Iteration 115Q: 3 clusters Score -1126181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1126181.375000 Penalty: 4726.606445
	Iteration 116F: 3 clusters Score -1126181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Entering Unmasked Estep 
Score: -1243006.750000 Penalty: 2374.302979
	Iteration 0F: 2 clusters Score -1243007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1232620.500000 Penalty: 4748.605957
	Iteration 0F: 3 clusters Score -1232620 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1235887.500000 Penalty: 4748.605957
	Iteration 1F: 3 clusters Score -1235888 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1236265.500000 Penalty: 4748.605957
	Iteration 2F: 3 clusters Score -1236266 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1236619.875000 Penalty: 4748.605957
	Iteration 3F: 3 clusters Score -1236620 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1237023.375000 Penalty: 4748.605957
	Iteration 4F: 3 clusters Score -1237023 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1237509.125000 Penalty: 4748.605957
	Iteration 5F: 3 clusters Score -1237509 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1238111.875000 Penalty: 4748.605957
	Iteration 6F: 3 clusters Score -1238112 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1238803.375000 Penalty: 4748.605957
	Iteration 7F: 3 clusters Score -1238803 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1239490.750000 Penalty: 4748.605957
	Iteration 8F: 3 clusters Score -1239491 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1240118.625000 Penalty: 4748.605957
	Iteration 9Q: 3 clusters Score -1240119 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1240691.375000 Penalty: 4748.605957
	Iteration 10Q: 3 clusters Score -1240691 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1241237.000000 Penalty: 4748.605957
	Iteration 11Q: 3 clusters Score -1241237 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1241482.250000 Penalty: 4748.605957
	Iteration 12Q: 3 clusters Score -1241482 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1241607.500000 Penalty: 4748.605957
	Iteration 13Q: 3 clusters Score -1241608 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1241690.125000 Penalty: 4748.605957
	Iteration 14Q: 3 clusters Score -1241690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1241730.125000 Penalty: 4748.605957
	Iteration 15Q: 3 clusters Score -1241730 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1241757.625000 Penalty: 4748.605957
	Iteration 16Q: 3 clusters Score -1241758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1241782.250000 Penalty: 4748.605957
	Iteration 17Q: 3 clusters Score -1241782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1241799.750000 Penalty: 4748.605957
	Iteration 18Q: 3 clusters Score -1241800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1241827.000000 Penalty: 4748.605957
	Iteration 19Q: 3 clusters Score -1241827 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1241849.750000 Penalty: 4748.605957
	Iteration 20F: 3 clusters Score -1241850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1241871.375000 Penalty: 4748.605957
	Iteration 21Q: 3 clusters Score -1241871 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1241886.375000 Penalty: 4748.605957
	Iteration 22Q: 3 clusters Score -1241886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1241910.500000 Penalty: 4748.605957
	Iteration 23Q: 3 clusters Score -1241910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1241929.125000 Penalty: 4748.605957
	Iteration 24Q: 3 clusters Score -1241929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1241946.125000 Penalty: 4748.605957
	Iteration 25Q: 3 clusters Score -1241946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1241977.250000 Penalty: 4748.605957
	Iteration 26Q: 3 clusters Score -1241977 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1242007.500000 Penalty: 4748.605957
	Iteration 27Q: 3 clusters Score -1242008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1242060.500000 Penalty: 4748.605957
	Iteration 28Q: 3 clusters Score -1242060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1242119.750000 Penalty: 4748.605957
	Iteration 29Q: 3 clusters Score -1242120 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1242195.250000 Penalty: 4748.605957
	Iteration 30Q: 3 clusters Score -1242195 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1242309.875000 Penalty: 4748.605957
	Iteration 31Q: 3 clusters Score -1242310 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1242492.375000 Penalty: 4748.605957
	Iteration 32Q: 3 clusters Score -1242492 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1242735.000000 Penalty: 4748.605957
	Iteration 33Q: 3 clusters Score -1242735 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1243005.250000 Penalty: 4748.605957
	Iteration 34Q: 3 clusters Score -1243005 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1243405.500000 Penalty: 4748.605957
	Iteration 35Q: 3 clusters Score -1243406 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1244014.625000 Penalty: 4748.605957
	Iteration 36Q: 3 clusters Score -1244015 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1244800.750000 Penalty: 4748.605957
	Iteration 37Q: 3 clusters Score -1244801 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1245912.375000 Penalty: 4748.605957
	Iteration 38F: 3 clusters Score -1245912 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1247581.500000 Penalty: 4748.605957
	Iteration 39F: 3 clusters Score -1247582 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1249285.375000 Penalty: 4748.605957
	Iteration 40F: 3 clusters Score -1249285 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1249842.625000 Penalty: 4748.605957
	Iteration 41Q: 3 clusters Score -1249843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1249888.500000 Penalty: 4748.605957
	Iteration 42Q: 3 clusters Score -1249888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1249891.125000 Penalty: 4748.605957
	Iteration 43Q: 3 clusters Score -1249891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1249890.875000 Penalty: 4748.605957
	Iteration 44Q: 3 clusters Score -1249891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1249890.875000 Penalty: 4748.605957
	Iteration 45F: 3 clusters Score -1249891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9079 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20985 members 
Mstep: Class 8 contains 8670 members 
Mstep: Class 9 contains 16079 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 25919 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20887 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108601 members 
Mstep: Class 24 contains 14479 members 
Mstep: Class 25 contains 35769 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10118 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
Score: -38196740.000000 Penalty: 106802.460938
Splitting cluster 27 changes total score from -38190680.000000 to -38196740.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -295268.312500 Penalty: 2015.889038
	Iteration 0F: 2 clusters Score -295268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -291758.906250 Penalty: 4031.778076
	Iteration 0F: 3 clusters Score -291758.9 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -292437.250000 Penalty: 4031.778076
	Iteration 1F: 3 clusters Score -292437.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -292612.281250 Penalty: 4031.778076
	Iteration 2F: 3 clusters Score -292612.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -292724.125000 Penalty: 4031.778076
	Iteration 3F: 3 clusters Score -292724.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -292804.437500 Penalty: 4031.778076
	Iteration 4Q: 3 clusters Score -292804.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -292840.625000 Penalty: 4031.778076
	Iteration 5Q: 3 clusters Score -292840.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -292868.125000 Penalty: 4031.778076
	Iteration 6Q: 3 clusters Score -292868.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -292886.312500 Penalty: 4031.778076
	Iteration 7Q: 3 clusters Score -292886.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -292899.968750 Penalty: 4031.778076
	Iteration 8Q: 3 clusters Score -292900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -292909.500000 Penalty: 4031.778076
	Iteration 9Q: 3 clusters Score -292909.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -292917.750000 Penalty: 4031.778076
	Iteration 10Q: 3 clusters Score -292917.8 nChanged 24
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: -292928.187500 Penalty: 4031.778076
	Iteration 11Q: 3 clusters Score -292928.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -292938.312500 Penalty: 4031.778076
	Iteration 12Q: 3 clusters Score -292938.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -292947.218750 Penalty: 4031.778076
	Iteration 13Q: 3 clusters Score -292947.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -292954.968750 Penalty: 4031.778076
	Iteration 14Q: 3 clusters Score -292955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -292961.937500 Penalty: 4031.778076
	Iteration 15Q: 3 clusters Score -292961.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -292968.062500 Penalty: 4031.778076
	Iteration 16Q: 3 clusters Score -292968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -292972.312500 Penalty: 4031.778076
	Iteration 17Q: 3 clusters Score -292972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -292974.937500 Penalty: 4031.778076
	Iteration 18Q: 3 clusters Score -292974.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -292976.781250 Penalty: 4031.778076
	Iteration 19Q: 3 clusters Score -292976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -292978.156250 Penalty: 4031.778076
	Iteration 20F: 3 clusters Score -292978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -292979.281250 Penalty: 4031.778076
	Iteration 21Q: 3 clusters Score -292979.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -292979.687500 Penalty: 4031.778076
	Iteration 22Q: 3 clusters Score -292979.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -292979.687500 Penalty: 4031.778076
	Iteration 23F: 3 clusters Score -292979.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Entering Unmasked Estep 
Score: -874079.062500 Penalty: 2287.073730
	Iteration 0F: 2 clusters Score -874079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -866336.062500 Penalty: 4574.147461
	Iteration 0F: 3 clusters Score -866336.1 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -868518.125000 Penalty: 4574.147461
	Iteration 1F: 3 clusters Score -868518.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -868847.375000 Penalty: 4574.147461
	Iteration 2F: 3 clusters Score -868847.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -869062.187500 Penalty: 4574.147461
	Iteration 3F: 3 clusters Score -869062.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -869215.250000 Penalty: 4574.147461
	Iteration 4Q: 3 clusters Score -869215.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -869362.625000 Penalty: 4574.147461
	Iteration 5Q: 3 clusters Score -869362.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -869507.812500 Penalty: 4574.147461
	Iteration 6Q: 3 clusters Score -869507.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -869644.937500 Penalty: 4574.147461
	Iteration 7Q: 3 clusters Score -869644.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -869787.125000 Penalty: 4574.147461
	Iteration 8Q: 3 clusters Score -869787.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -869940.437500 Penalty: 4574.147461
	Iteration 9Q: 3 clusters Score -869940.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -870123.437500 Penalty: 4574.147461
	Iteration 10Q: 3 clusters Score -870123.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -870306.937500 Penalty: 4574.147461
	Iteration 11Q: 3 clusters Score -870306.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -870515.750000 Penalty: 4574.147461
	Iteration 12Q: 3 clusters Score -870515.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -870730.500000 Penalty: 4574.147461
	Iteration 13Q: 3 clusters Score -870730.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -870935.812500 Penalty: 4574.147461
	Iteration 14Q: 3 clusters Score -870935.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -871106.875000 Penalty: 4574.147461
	Iteration 15Q: 3 clusters Score -871106.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -871239.187500 Penalty: 4574.147461
	Iteration 16Q: 3 clusters Score -871239.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -871328.312500 Penalty: 4574.147461
	Iteration 17Q: 3 clusters Score -871328.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -871392.125000 Penalty: 4574.147461
	Iteration 18Q: 3 clusters Score -871392.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -871433.875000 Penalty: 4574.147461
	Iteration 19Q: 3 clusters Score -871433.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -871476.937500 Penalty: 4574.147461
	Iteration 20F: 3 clusters Score -871476.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -871528.250000 Penalty: 4574.147461
	Iteration 21Q: 3 clusters Score -871528.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -871573.187500 Penalty: 4574.147461
	Iteration 22Q: 3 clusters Score -871573.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -871619.375000 Penalty: 4574.147461
	Iteration 23Q: 3 clusters Score -871619.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -871648.437500 Penalty: 4574.147461
	Iteration 24Q: 3 clusters Score -871648.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -871679.812500 Penalty: 4574.147461
	Iteration 25Q: 3 clusters Score -871679.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -871716.062500 Penalty: 4574.147461
	Iteration 26Q: 3 clusters Score -871716.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -871752.187500 Penalty: 4574.147461
	Iteration 27Q: 3 clusters Score -871752.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -871792.062500 Penalty: 4574.147461
	Iteration 28Q: 3 clusters Score -871792.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -871819.812500 Penalty: 4574.147461
	Iteration 29Q: 3 clusters Score -871819.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -871842.375000 Penalty: 4574.147461
	Iteration 30Q: 3 clusters Score -871842.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -871860.625000 Penalty: 4574.147461
	Iteration 31Q: 3 clusters Score -871860.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -871873.875000 Penalty: 4574.147461
	Iteration 32Q: 3 clusters Score -871873.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -871887.687500 Penalty: 4574.147461
	Iteration 33Q: 3 clusters Score -871887.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -871899.500000 Penalty: 4574.147461
	Iteration 34Q: 3 clusters Score -871899.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -871905.937500 Penalty: 4574.147461
	Iteration 35Q: 3 clusters Score -871905.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -871911.000000 Penalty: 4574.147461
	Iteration 36Q: 3 clusters Score -871911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -871918.937500 Penalty: 4574.147461
	Iteration 37Q: 3 clusters Score -871918.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -871923.562500 Penalty: 4574.147461
	Iteration 38Q: 3 clusters Score -871923.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -871928.562500 Penalty: 4574.147461
	Iteration 39Q: 3 clusters Score -871928.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -871933.687500 Penalty: 4574.147461
	Iteration 40F: 3 clusters Score -871933.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -871937.875000 Penalty: 4574.147461
	Iteration 41Q: 3 clusters Score -871937.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -871940.062500 Penalty: 4574.147461
	Iteration 42Q: 3 clusters Score -871940.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -871942.812500 Penalty: 4574.147461
	Iteration 43Q: 3 clusters Score -871942.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -871946.937500 Penalty: 4574.147461
	Iteration 44Q: 3 clusters Score -871946.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -871950.000000 Penalty: 4574.147461
	Iteration 45Q: 3 clusters Score -871950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -871954.375000 Penalty: 4574.147461
	Iteration 46Q: 3 clusters Score -871954.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -871956.687500 Penalty: 4574.147461
	Iteration 47Q: 3 clusters Score -871956.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -871956.625000 Penalty: 4574.147461
	Iteration 48Q: 3 clusters Score -871956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -871959.500000 Penalty: 4574.147461
	Iteration 49Q: 3 clusters Score -871959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -871959.187500 Penalty: 4574.147461
	Iteration 50Q: 3 clusters Score -871959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -871962.187500 Penalty: 4574.147461
	Iteration 51Q: 3 clusters Score -871962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -871963.062500 Penalty: 4574.147461
	Iteration 52Q: 3 clusters Score -871963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -871963.875000 Penalty: 4574.147461
	Iteration 53Q: 3 clusters Score -871963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -871963.312500 Penalty: 4574.147461
	Iteration 54Q: 3 clusters Score -871963.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -871964.312500 Penalty: 4574.147461
	Iteration 55Q: 3 clusters Score -871964.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -871965.750000 Penalty: 4574.147461
	Iteration 56Q: 3 clusters Score -871965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -871964.562500 Penalty: 4574.147461
	Iteration 57Q: 3 clusters Score -871964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -871965.812500 Penalty: 4574.147461
	Iteration 58Q: 3 clusters Score -871965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -871965.312500 Penalty: 4574.147461
	Iteration 59Q: 3 clusters Score -871965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -871965.312500 Penalty: 4574.147461
	Iteration 60F: 3 clusters Score -871965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -677731.437500 Penalty: 2218.959229
	Iteration 0F: 2 clusters Score -677731.4 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 3960 members 
Entering Unmasked Estep 
Score: -671510.187500 Penalty: 4437.918457
	Iteration 0F: 3 clusters Score -671510.2 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -673152.312500 Penalty: 4437.918457
	Iteration 1F: 3 clusters Score -673152.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -673446.312500 Penalty: 4437.918457
	Iteration 2F: 3 clusters Score -673446.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -673705.437500 Penalty: 4437.918457
	Iteration 3F: 3 clusters Score -673705.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -673982.562500 Penalty: 4437.918457
	Iteration 4F: 3 clusters Score -673982.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -674273.125000 Penalty: 4437.918457
	Iteration 5F: 3 clusters Score -674273.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -674591.187500 Penalty: 4437.918457
	Iteration 6F: 3 clusters Score -674591.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -674875.750000 Penalty: 4437.918457
	Iteration 7Q: 3 clusters Score -674875.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -675130.187500 Penalty: 4437.918457
	Iteration 8Q: 3 clusters Score -675130.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -675336.875000 Penalty: 4437.918457
	Iteration 9Q: 3 clusters Score -675336.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -675497.187500 Penalty: 4437.918457
	Iteration 10Q: 3 clusters Score -675497.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -675587.937500 Penalty: 4437.918457
	Iteration 11Q: 3 clusters Score -675587.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -675643.125000 Penalty: 4437.918457
	Iteration 12Q: 3 clusters Score -675643.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -675685.125000 Penalty: 4437.918457
	Iteration 13Q: 3 clusters Score -675685.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -675723.625000 Penalty: 4437.918457
	Iteration 14Q: 3 clusters Score -675723.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -675754.312500 Penalty: 4437.918457
	Iteration 15Q: 3 clusters Score -675754.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -675772.875000 Penalty: 4437.918457
	Iteration 16Q: 3 clusters Score -675772.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -675789.187500 Penalty: 4437.918457
	Iteration 17Q: 3 clusters Score -675789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -675795.125000 Penalty: 4437.918457
	Iteration 18Q: 3 clusters Score -675795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -675801.625000 Penalty: 4437.918457
	Iteration 19Q: 3 clusters Score -675801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -675807.500000 Penalty: 4437.918457
	Iteration 20F: 3 clusters Score -675807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -675810.750000 Penalty: 4437.918457
	Iteration 21Q: 3 clusters Score -675810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -675815.375000 Penalty: 4437.918457
	Iteration 22Q: 3 clusters Score -675815.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -675820.750000 Penalty: 4437.918457
	Iteration 23Q: 3 clusters Score -675820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -675823.937500 Penalty: 4437.918457
	Iteration 24Q: 3 clusters Score -675823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -675824.625000 Penalty: 4437.918457
	Iteration 25Q: 3 clusters Score -675824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -675828.625000 Penalty: 4437.918457
	Iteration 26Q: 3 clusters Score -675828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -675829.625000 Penalty: 4437.918457
	Iteration 27Q: 3 clusters Score -675829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -675829.812500 Penalty: 4437.918457
	Iteration 28Q: 3 clusters Score -675829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -675829.812500 Penalty: 4437.918457
	Iteration 29F: 3 clusters Score -675829.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -387279.000000 Penalty: 2091.800781
	Iteration 0F: 2 clusters Score -387279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -382986.750000 Penalty: 4183.601562
	Iteration 0F: 3 clusters Score -382986.8 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -383974.812500 Penalty: 4183.601562
	Iteration 1F: 3 clusters Score -383974.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -384175.312500 Penalty: 4183.601562
	Iteration 2F: 3 clusters Score -384175.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -384307.906250 Penalty: 4183.601562
	Iteration 3Q: 3 clusters Score -384307.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -384401.093750 Penalty: 4183.601562
	Iteration 4Q: 3 clusters Score -384401.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -384473.875000 Penalty: 4183.601562
	Iteration 5Q: 3 clusters Score -384473.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -384545.687500 Penalty: 4183.601562
	Iteration 6Q: 3 clusters Score -384545.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -384623.468750 Penalty: 4183.601562
	Iteration 7Q: 3 clusters Score -384623.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -384690.750000 Penalty: 4183.601562
	Iteration 8Q: 3 clusters Score -384690.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -384759.281250 Penalty: 4183.601562
	Iteration 9Q: 3 clusters Score -384759.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -384832.718750 Penalty: 4183.601562
	Iteration 10Q: 3 clusters Score -384832.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -384910.718750 Penalty: 4183.601562
	Iteration 11Q: 3 clusters Score -384910.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -384999.781250 Penalty: 4183.601562
	Iteration 12Q: 3 clusters Score -384999.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -385103.000000 Penalty: 4183.601562
	Iteration 13Q: 3 clusters Score -385103 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -385211.656250 Penalty: 4183.601562
	Iteration 14Q: 3 clusters Score -385211.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -385322.781250 Penalty: 4183.601562
	Iteration 15Q: 3 clusters Score -385322.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -385456.031250 Penalty: 4183.601562
	Iteration 16Q: 3 clusters Score -385456 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -385559.843750 Penalty: 4183.601562
	Iteration 17Q: 3 clusters Score -385559.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -385616.937500 Penalty: 4183.601562
	Iteration 18Q: 3 clusters Score -385616.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -385671.625000 Penalty: 4183.601562
	Iteration 19Q: 3 clusters Score -385671.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -385718.968750 Penalty: 4183.601562
	Iteration 20F: 3 clusters Score -385719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -385752.218750 Penalty: 4183.601562
	Iteration 21Q: 3 clusters Score -385752.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -385774.375000 Penalty: 4183.601562
	Iteration 22Q: 3 clusters Score -385774.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -385788.750000 Penalty: 4183.601562
	Iteration 23Q: 3 clusters Score -385788.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -385797.562500 Penalty: 4183.601562
	Iteration 24Q: 3 clusters Score -385797.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -385802.562500 Penalty: 4183.601562
	Iteration 25Q: 3 clusters Score -385802.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -385805.906250 Penalty: 4183.601562
	Iteration 26Q: 3 clusters Score -385805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -385808.281250 Penalty: 4183.601562
	Iteration 27Q: 3 clusters Score -385808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -385809.375000 Penalty: 4183.601562
	Iteration 28Q: 3 clusters Score -385809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -385810.156250 Penalty: 4183.601562
	Iteration 29Q: 3 clusters Score -385810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -385812.125000 Penalty: 4183.601562
	Iteration 30Q: 3 clusters Score -385812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -385815.531250 Penalty: 4183.601562
	Iteration 31Q: 3 clusters Score -385815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -385815.000000 Penalty: 4183.601562
	Iteration 32Q: 3 clusters Score -385815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -385816.000000 Penalty: 4183.601562
	Iteration 33Q: 3 clusters Score -385816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -385816.656250 Penalty: 4183.601562
	Iteration 34Q: 3 clusters Score -385816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -385816.656250 Penalty: 4183.601562
	Iteration 35F: 3 clusters Score -385816.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -588293.000000 Penalty: 2184.623779
	Iteration 0F: 2 clusters Score -588293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -582709.312500 Penalty: 4369.247559
	Iteration 0F: 3 clusters Score -582709.3 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -584162.062500 Penalty: 4369.247559
	Iteration 1F: 3 clusters Score -584162.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -584412.937500 Penalty: 4369.247559
	Iteration 2F: 3 clusters Score -584412.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -584598.875000 Penalty: 4369.247559
	Iteration 3F: 3 clusters Score -584598.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -584738.562500 Penalty: 4369.247559
	Iteration 4Q: 3 clusters Score -584738.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -584849.125000 Penalty: 4369.247559
	Iteration 5Q: 3 clusters Score -584849.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -584954.500000 Penalty: 4369.247559
	Iteration 6Q: 3 clusters Score -584954.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -585045.187500 Penalty: 4369.247559
	Iteration 7Q: 3 clusters Score -585045.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -585145.125000 Penalty: 4369.247559
	Iteration 8Q: 3 clusters Score -585145.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -585244.125000 Penalty: 4369.247559
	Iteration 9Q: 3 clusters Score -585244.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -585350.000000 Penalty: 4369.247559
	Iteration 10Q: 3 clusters Score -585350 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -585443.437500 Penalty: 4369.247559
	Iteration 11Q: 3 clusters Score -585443.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -585530.875000 Penalty: 4369.247559
	Iteration 12Q: 3 clusters Score -585530.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -585633.812500 Penalty: 4369.247559
	Iteration 13Q: 3 clusters Score -585633.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -585707.000000 Penalty: 4369.247559
	Iteration 14Q: 3 clusters Score -585707 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -585780.187500 Penalty: 4369.247559
	Iteration 15Q: 3 clusters Score -585780.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -585849.125000 Penalty: 4369.247559
	Iteration 16Q: 3 clusters Score -585849.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -585916.750000 Penalty: 4369.247559
	Iteration 17Q: 3 clusters Score -585916.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -585976.750000 Penalty: 4369.247559
	Iteration 18Q: 3 clusters Score -585976.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -586024.625000 Penalty: 4369.247559
	Iteration 19Q: 3 clusters Score -586024.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -586065.125000 Penalty: 4369.247559
	Iteration 20F: 3 clusters Score -586065.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -586104.562500 Penalty: 4369.247559
	Iteration 21Q: 3 clusters Score -586104.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -586149.937500 Penalty: 4369.247559
	Iteration 22Q: 3 clusters Score -586149.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -586191.812500 Penalty: 4369.247559
	Iteration 23Q: 3 clusters Score -586191.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -586225.625000 Penalty: 4369.247559
	Iteration 24Q: 3 clusters Score -586225.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -586262.187500 Penalty: 4369.247559
	Iteration 25Q: 3 clusters Score -586262.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -586285.875000 Penalty: 4369.247559
	Iteration 26Q: 3 clusters Score -586285.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -586310.812500 Penalty: 4369.247559
	Iteration 27Q: 3 clusters Score -586310.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -586332.375000 Penalty: 4369.247559
	Iteration 28Q: 3 clusters Score -586332.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -586347.250000 Penalty: 4369.247559
	Iteration 29Q: 3 clusters Score -586347.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -586364.687500 Penalty: 4369.247559
	Iteration 30Q: 3 clusters Score -586364.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -586373.750000 Penalty: 4369.247559
	Iteration 31Q: 3 clusters Score -586373.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -586385.312500 Penalty: 4369.247559
	Iteration 32Q: 3 clusters Score -586385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -586391.125000 Penalty: 4369.247559
	Iteration 33Q: 3 clusters Score -586391.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -586395.875000 Penalty: 4369.247559
	Iteration 34Q: 3 clusters Score -586395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -586397.500000 Penalty: 4369.247559
	Iteration 35Q: 3 clusters Score -586397.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -586402.000000 Penalty: 4369.247559
	Iteration 36Q: 3 clusters Score -586402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -586405.500000 Penalty: 4369.247559
	Iteration 37Q: 3 clusters Score -586405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -586406.937500 Penalty: 4369.247559
	Iteration 38Q: 3 clusters Score -586406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -586411.000000 Penalty: 4369.247559
	Iteration 39Q: 3 clusters Score -586411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -586412.062500 Penalty: 4369.247559
	Iteration 40F: 3 clusters Score -586412.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -586417.187500 Penalty: 4369.247559
	Iteration 41Q: 3 clusters Score -586417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -586421.687500 Penalty: 4369.247559
	Iteration 42Q: 3 clusters Score -586421.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -586427.375000 Penalty: 4369.247559
	Iteration 43Q: 3 clusters Score -586427.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -586433.437500 Penalty: 4369.247559
	Iteration 44Q: 3 clusters Score -586433.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -586438.625000 Penalty: 4369.247559
	Iteration 45Q: 3 clusters Score -586438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -586443.000000 Penalty: 4369.247559
	Iteration 46Q: 3 clusters Score -586443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -586445.125000 Penalty: 4369.247559
	Iteration 47Q: 3 clusters Score -586445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -586447.250000 Penalty: 4369.247559
	Iteration 48Q: 3 clusters Score -586447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -586450.625000 Penalty: 4369.247559
	Iteration 49Q: 3 clusters Score -586450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -586449.625000 Penalty: 4369.247559
	Iteration 50Q: 3 clusters Score -586449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -586450.875000 Penalty: 4369.247559
	Iteration 51Q: 3 clusters Score -586450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -586450.812500 Penalty: 4369.247559
	Iteration 52Q: 3 clusters Score -586450.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -586452.375000 Penalty: 4369.247559
	Iteration 53Q: 3 clusters Score -586452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -586452.812500 Penalty: 4369.247559
	Iteration 54Q: 3 clusters Score -586452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -586452.812500 Penalty: 4369.247559
	Iteration 55F: 3 clusters Score -586452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 23488 members 
Mstep: Class 4 contains 9079 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 20985 members 
Mstep: Class 8 contains 8670 members 
Mstep: Class 9 contains 16079 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 25919 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 20887 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 108601 members 
Mstep: Class 24 contains 14479 members 
Mstep: Class 25 contains 35769 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 10118 members 
Mstep: Class 30 contains 7688 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197348.000000 Penalty: 106802.460938
Iteration 199Q: 34 clusters Score -3.819735e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9130 members 
Mstep: Class 3 contains 23467 members 
Mstep: Class 4 contains 9079 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 11634 members 
Mstep: Class 7 contains 20972 members 
Mstep: Class 8 contains 8659 members 
Mstep: Class 9 contains 16067 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 23845 members 
Mstep: Class 12 contains 4534 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 9770 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 25922 members 
Mstep: Class 18 contains 6734 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 20922 members 
Mstep: Class 22 contains 3547 members 
Mstep: Class 23 contains 108607 members 
Mstep: Class 24 contains 14488 members 
Mstep: Class 25 contains 35750 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 3391 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 7695 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6696 members 
Mstep: Class 33 contains 5474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197672.000000 Penalty: 106802.460938
Iteration 200F: 34 clusters Score -3.819767e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 9078 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 11631 members 
Mstep: Class 7 contains 20952 members 
Mstep: Class 8 contains 8648 members 
Mstep: Class 9 contains 16053 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 23830 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 3947 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 9606 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 25922 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 20959 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 108612 members 
Mstep: Class 24 contains 14493 members 
Mstep: Class 25 contains 35732 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 8853 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 10120 members 
Mstep: Class 30 contains 7695 members 
Mstep: Class 31 contains 4594 members 
Mstep: Class 32 contains 6687 members 
Mstep: Class 33 contains 5540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197620.000000 Penalty: 106802.460938
Iteration 201Q: 34 clusters Score -3.819762e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9126 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 9075 members 
Mstep: Class 5 contains 4827 members 
Mstep: Class 6 contains 11629 members 
Mstep: Class 7 contains 20947 members 
Mstep: Class 8 contains 8645 members 
Mstep: Class 9 contains 16041 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23821 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 9784 members 
Mstep: Class 15 contains 9605 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 25924 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 20993 members 
Mstep: Class 22 contains 3529 members 
Mstep: Class 23 contains 108617 members 
Mstep: Class 24 contains 14492 members 
Mstep: Class 25 contains 35720 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 8866 members 
Mstep: Class 28 contains 3394 members 
Mstep: Class 29 contains 10120 members 
Mstep: Class 30 contains 7696 members 
Mstep: Class 31 contains 4591 members 
Mstep: Class 32 contains 6685 members 
Mstep: Class 33 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197596.000000 Penalty: 106802.460938
Iteration 202Q: 34 clusters Score -3.81976e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 9126 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 9074 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 11629 members 
Mstep: Class 7 contains 20943 members 
Mstep: Class 8 contains 8641 members 
Mstep: Class 9 contains 16029 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23818 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 9786 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 25924 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 21017 members 
Mstep: Class 22 contains 3526 members 
Mstep: Class 23 contains 108624 members 
Mstep: Class 24 contains 14493 members 
Mstep: Class 25 contains 35705 members 
Mstep: Class 26 contains 13754 members 
Mstep: Class 27 contains 8871 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 10121 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6685 members 
Mstep: Class 33 contains 5556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197632.000000 Penalty: 106802.460938
Iteration 203Q: 34 clusters Score -3.819763e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9129 members 
Mstep: Class 3 contains 23458 members 
Mstep: Class 4 contains 9072 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20941 members 
Mstep: Class 8 contains 8641 members 
Mstep: Class 9 contains 16019 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23815 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3950 members 
Mstep: Class 14 contains 9787 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 25924 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 21038 members 
Mstep: Class 22 contains 3524 members 
Mstep: Class 23 contains 108624 members 
Mstep: Class 24 contains 14493 members 
Mstep: Class 25 contains 35698 members 
Mstep: Class 26 contains 13750 members 
Mstep: Class 27 contains 8872 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10124 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6685 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197664.000000 Penalty: 106802.460938
Iteration 204Q: 34 clusters Score -3.819766e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9129 members 
Mstep: Class 3 contains 23458 members 
Mstep: Class 4 contains 9071 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20939 members 
Mstep: Class 8 contains 8636 members 
Mstep: Class 9 contains 16005 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23813 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3950 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 25927 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21058 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108626 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35687 members 
Mstep: Class 26 contains 13749 members 
Mstep: Class 27 contains 8873 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10127 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6685 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197672.000000 Penalty: 106802.460938
Iteration 205Q: 34 clusters Score -3.819767e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9129 members 
Mstep: Class 3 contains 23458 members 
Mstep: Class 4 contains 9071 members 
Mstep: Class 5 contains 4824 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20938 members 
Mstep: Class 8 contains 8633 members 
Mstep: Class 9 contains 15999 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23812 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 9790 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 25928 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21084 members 
Mstep: Class 22 contains 3526 members 
Mstep: Class 23 contains 108624 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35673 members 
Mstep: Class 26 contains 13750 members 
Mstep: Class 27 contains 8873 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10128 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6685 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197652.000000 Penalty: 106802.460938
Iteration 206Q: 34 clusters Score -3.819765e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9129 members 
Mstep: Class 3 contains 23458 members 
Mstep: Class 4 contains 9074 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20936 members 
Mstep: Class 8 contains 8630 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 9790 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 25929 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21113 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108622 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35662 members 
Mstep: Class 26 contains 13750 members 
Mstep: Class 27 contains 8874 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10128 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197640.000000 Penalty: 106802.460938
Iteration 207Q: 34 clusters Score -3.819764e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9131 members 
Mstep: Class 3 contains 23458 members 
Mstep: Class 4 contains 9075 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20934 members 
Mstep: Class 8 contains 8630 members 
Mstep: Class 9 contains 15973 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3944 members 
Mstep: Class 14 contains 9790 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 25932 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21131 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108620 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35656 members 
Mstep: Class 26 contains 13752 members 
Mstep: Class 27 contains 8874 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10128 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197656.000000 Penalty: 106802.460938
Iteration 208Q: 34 clusters Score -3.819766e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 23457 members 
Mstep: Class 4 contains 9074 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 8630 members 
Mstep: Class 9 contains 15963 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 9790 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21146 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108620 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35649 members 
Mstep: Class 26 contains 13751 members 
Mstep: Class 27 contains 8874 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10130 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197652.000000 Penalty: 106802.460938
Iteration 209Q: 34 clusters Score -3.819765e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9069 members 
Mstep: Class 5 contains 4824 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20934 members 
Mstep: Class 8 contains 8628 members 
Mstep: Class 9 contains 15949 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 9790 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 25938 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21168 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108617 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35644 members 
Mstep: Class 26 contains 13746 members 
Mstep: Class 27 contains 8874 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10133 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197672.000000 Penalty: 106802.460938
Iteration 210Q: 34 clusters Score -3.819767e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9066 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 8629 members 
Mstep: Class 9 contains 15942 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 9790 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 25940 members 
Mstep: Class 18 contains 6731 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21191 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108617 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35640 members 
Mstep: Class 26 contains 13738 members 
Mstep: Class 27 contains 8874 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10136 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197632.000000 Penalty: 106802.460938
Iteration 211Q: 34 clusters Score -3.819763e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 8628 members 
Mstep: Class 9 contains 15927 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 9790 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 25941 members 
Mstep: Class 18 contains 6731 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21211 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108618 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35632 members 
Mstep: Class 26 contains 13738 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10139 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197644.000000 Penalty: 106802.460938
Iteration 212Q: 34 clusters Score -3.819764e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20929 members 
Mstep: Class 8 contains 8626 members 
Mstep: Class 9 contains 15916 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 25938 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21235 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108620 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35628 members 
Mstep: Class 26 contains 13739 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10145 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197684.000000 Penalty: 106802.460938
Iteration 213Q: 34 clusters Score -3.819768e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20926 members 
Mstep: Class 8 contains 8627 members 
Mstep: Class 9 contains 15906 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3944 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 25941 members 
Mstep: Class 18 contains 6731 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21249 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108618 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35623 members 
Mstep: Class 26 contains 13738 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10153 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197688.000000 Penalty: 106802.460938
Iteration 214Q: 34 clusters Score -3.819769e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20924 members 
Mstep: Class 8 contains 8626 members 
Mstep: Class 9 contains 15892 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 25941 members 
Mstep: Class 18 contains 6731 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21275 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108616 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35614 members 
Mstep: Class 26 contains 13734 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10156 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197700.000000 Penalty: 106802.460938
Iteration 215Q: 34 clusters Score -3.81977e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20924 members 
Mstep: Class 8 contains 8620 members 
Mstep: Class 9 contains 15885 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3941 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 25941 members 
Mstep: Class 18 contains 6731 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21292 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108619 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35610 members 
Mstep: Class 26 contains 13732 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10160 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197704.000000 Penalty: 106802.460938
Iteration 216Q: 34 clusters Score -3.81977e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9058 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20926 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 15874 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 25941 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21309 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108619 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35605 members 
Mstep: Class 26 contains 13729 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197700.000000 Penalty: 106802.460938
Iteration 217Q: 34 clusters Score -3.81977e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 8618 members 
Mstep: Class 9 contains 15856 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3938 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 25942 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21337 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108621 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35594 members 
Mstep: Class 26 contains 13728 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197700.000000 Penalty: 106802.460938
Iteration 218Q: 34 clusters Score -3.81977e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20929 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 15845 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 25943 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21365 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108622 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35584 members 
Mstep: Class 26 contains 13722 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10166 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197688.000000 Penalty: 106802.460938
Iteration 219Q: 34 clusters Score -3.819769e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9055 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20928 members 
Mstep: Class 8 contains 8618 members 
Mstep: Class 9 contains 15832 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 25942 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21386 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108624 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35582 members 
Mstep: Class 26 contains 13716 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10171 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197716.000000 Penalty: 106802.460938
Iteration 220F: 34 clusters Score -3.819772e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9055 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20928 members 
Mstep: Class 8 contains 8618 members 
Mstep: Class 9 contains 15820 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 25942 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21410 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108623 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35579 members 
Mstep: Class 26 contains 13711 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10173 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197672.000000 Penalty: 106802.460938
Iteration 221Q: 34 clusters Score -3.819767e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20928 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 15806 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3938 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 25942 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21431 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108625 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35571 members 
Mstep: Class 26 contains 13712 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10173 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197660.000000 Penalty: 106802.460938
Iteration 222Q: 34 clusters Score -3.819766e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20928 members 
Mstep: Class 8 contains 8618 members 
Mstep: Class 9 contains 15789 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 25943 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21453 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108629 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35565 members 
Mstep: Class 26 contains 13711 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197684.000000 Penalty: 106802.460938
Iteration 223Q: 34 clusters Score -3.819768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9051 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 8618 members 
Mstep: Class 9 contains 15779 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6810 members 
Mstep: Class 17 contains 25942 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21471 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108637 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35558 members 
Mstep: Class 26 contains 13707 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197652.000000 Penalty: 106802.460938
Iteration 224Q: 34 clusters Score -3.819765e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 15769 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25940 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21499 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108643 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35547 members 
Mstep: Class 26 contains 13703 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197640.000000 Penalty: 106802.460938
Iteration 225Q: 34 clusters Score -3.819764e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20929 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 15762 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25940 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21519 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108645 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35537 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197668.000000 Penalty: 106802.460938
Iteration 226Q: 34 clusters Score -3.819767e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 15751 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25940 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21538 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108644 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35531 members 
Mstep: Class 26 contains 13696 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197676.000000 Penalty: 106802.460938
Iteration 227Q: 34 clusters Score -3.819768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 8621 members 
Mstep: Class 9 contains 15743 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25939 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21559 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108642 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35525 members 
Mstep: Class 26 contains 13692 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197672.000000 Penalty: 106802.460938
Iteration 228Q: 34 clusters Score -3.819767e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 8624 members 
Mstep: Class 9 contains 15732 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25939 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21584 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108645 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35512 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10173 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197684.000000 Penalty: 106802.460938
Iteration 229Q: 34 clusters Score -3.819768e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20937 members 
Mstep: Class 8 contains 8623 members 
Mstep: Class 9 contains 15721 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6809 members 
Mstep: Class 17 contains 25938 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21615 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108645 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35498 members 
Mstep: Class 26 contains 13687 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10172 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197700.000000 Penalty: 106802.460938
Iteration 230Q: 34 clusters Score -3.81977e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20936 members 
Mstep: Class 8 contains 8624 members 
Mstep: Class 9 contains 15711 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3934 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6809 members 
Mstep: Class 17 contains 25937 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21642 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108648 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35479 members 
Mstep: Class 26 contains 13686 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197668.000000 Penalty: 106802.460938
Iteration 231Q: 34 clusters Score -3.819767e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 8623 members 
Mstep: Class 9 contains 15701 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3934 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21681 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108646 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35454 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10179 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197652.000000 Penalty: 106802.460938
Iteration 232Q: 34 clusters Score -3.819765e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9045 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20936 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 15690 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25931 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21733 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108644 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35432 members 
Mstep: Class 26 contains 13678 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10179 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197548.000000 Penalty: 106802.460938
Iteration 233Q: 34 clusters Score -3.819755e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9042 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20936 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 15682 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25931 members 
Mstep: Class 18 contains 6726 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21764 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108643 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35417 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197572.000000 Penalty: 106802.460938
Iteration 234Q: 34 clusters Score -3.819757e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9039 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20938 members 
Mstep: Class 8 contains 8616 members 
Mstep: Class 9 contains 15676 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23811 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25930 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21799 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108643 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35397 members 
Mstep: Class 26 contains 13669 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10184 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197612.000000 Penalty: 106802.460938
Iteration 235Q: 34 clusters Score -3.819761e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 8614 members 
Mstep: Class 9 contains 15670 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23810 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25929 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21835 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108643 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35382 members 
Mstep: Class 26 contains 13663 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4594 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197608.000000 Penalty: 106802.460938
Iteration 236Q: 34 clusters Score -3.819761e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 9038 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 8611 members 
Mstep: Class 9 contains 15666 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23809 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25930 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21861 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108641 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 25 contains 35365 members 
Mstep: Class 26 contains 13658 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10187 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197600.000000 Penalty: 106802.460938
Iteration 237Q: 34 clusters Score -3.81976e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 9037 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 8611 members 
Mstep: Class 9 contains 15655 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23809 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 25930 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21887 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108643 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 35345 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10189 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197604.000000 Penalty: 106802.460938
Iteration 238Q: 34 clusters Score -3.81976e+07 nChanged 74
Entering ConstructFrom: 
Score: -38197604.000000 Penalty: 106802.460938
Entering ConstructFrom: 
Trying to split cluster 1 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -545719.812500 Penalty: 2162.471924
	Iteration 0F: 2 clusters Score -545719.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -540505.812500 Penalty: 4324.943848
	Iteration 0F: 3 clusters Score -540505.8 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -541818.437500 Penalty: 4324.943848
	Iteration 1F: 3 clusters Score -541818.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -542045.000000 Penalty: 4324.943848
	Iteration 2F: 3 clusters Score -542045 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -542231.937500 Penalty: 4324.943848
	Iteration 3F: 3 clusters Score -542231.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -542399.750000 Penalty: 4324.943848
	Iteration 4Q: 3 clusters Score -542399.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -542548.562500 Penalty: 4324.943848
	Iteration 5Q: 3 clusters Score -542548.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -542688.000000 Penalty: 4324.943848
	Iteration 6Q: 3 clusters Score -542688 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -542818.500000 Penalty: 4324.943848
	Iteration 7Q: 3 clusters Score -542818.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -542974.125000 Penalty: 4324.943848
	Iteration 8Q: 3 clusters Score -542974.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -543119.000000 Penalty: 4324.943848
	Iteration 9Q: 3 clusters Score -543119 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -543260.187500 Penalty: 4324.943848
	Iteration 10Q: 3 clusters Score -543260.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -543358.875000 Penalty: 4324.943848
	Iteration 11Q: 3 clusters Score -543358.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -543453.437500 Penalty: 4324.943848
	Iteration 12Q: 3 clusters Score -543453.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -543530.875000 Penalty: 4324.943848
	Iteration 13Q: 3 clusters Score -543530.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -543604.375000 Penalty: 4324.943848
	Iteration 14Q: 3 clusters Score -543604.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -543663.437500 Penalty: 4324.943848
	Iteration 15Q: 3 clusters Score -543663.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -543713.812500 Penalty: 4324.943848
	Iteration 16Q: 3 clusters Score -543713.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -543746.687500 Penalty: 4324.943848
	Iteration 17Q: 3 clusters Score -543746.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -543770.125000 Penalty: 4324.943848
	Iteration 18Q: 3 clusters Score -543770.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -543793.687500 Penalty: 4324.943848
	Iteration 19Q: 3 clusters Score -543793.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -543801.937500 Penalty: 4324.943848
	Iteration 20F: 3 clusters Score -543801.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -543808.875000 Penalty: 4324.943848
	Iteration 21Q: 3 clusters Score -543808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -543816.625000 Penalty: 4324.943848
	Iteration 22Q: 3 clusters Score -543816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -543822.437500 Penalty: 4324.943848
	Iteration 23Q: 3 clusters Score -543822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -543828.562500 Penalty: 4324.943848
	Iteration 24Q: 3 clusters Score -543828.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -543834.812500 Penalty: 4324.943848
	Iteration 25Q: 3 clusters Score -543834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -543839.875000 Penalty: 4324.943848
	Iteration 26Q: 3 clusters Score -543839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -543840.937500 Penalty: 4324.943848
	Iteration 27Q: 3 clusters Score -543840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -543843.125000 Penalty: 4324.943848
	Iteration 28Q: 3 clusters Score -543843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -543843.625000 Penalty: 4324.943848
	Iteration 29Q: 3 clusters Score -543843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -543843.250000 Penalty: 4324.943848
	Iteration 30Q: 3 clusters Score -543843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -543843.250000 Penalty: 4324.943848
	Iteration 31F: 3 clusters Score -543843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -790729.562500 Penalty: 2261.754639
	Iteration 0F: 2 clusters Score -790729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -783577.312500 Penalty: 4523.509277
	Iteration 0F: 3 clusters Score -783577.3 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -785553.125000 Penalty: 4523.509277
	Iteration 1F: 3 clusters Score -785553.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -785820.750000 Penalty: 4523.509277
	Iteration 2F: 3 clusters Score -785820.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -786046.750000 Penalty: 4523.509277
	Iteration 3Q: 3 clusters Score -786046.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -786245.937500 Penalty: 4523.509277
	Iteration 4Q: 3 clusters Score -786245.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -786444.937500 Penalty: 4523.509277
	Iteration 5Q: 3 clusters Score -786444.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -786666.312500 Penalty: 4523.509277
	Iteration 6Q: 3 clusters Score -786666.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -786921.625000 Penalty: 4523.509277
	Iteration 7Q: 3 clusters Score -786921.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -787212.250000 Penalty: 4523.509277
	Iteration 8Q: 3 clusters Score -787212.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -787507.812500 Penalty: 4523.509277
	Iteration 9Q: 3 clusters Score -787507.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -787787.187500 Penalty: 4523.509277
	Iteration 10Q: 3 clusters Score -787787.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -788015.062500 Penalty: 4523.509277
	Iteration 11Q: 3 clusters Score -788015.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -788206.125000 Penalty: 4523.509277
	Iteration 12Q: 3 clusters Score -788206.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -788350.000000 Penalty: 4523.509277
	Iteration 13Q: 3 clusters Score -788350 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -788444.625000 Penalty: 4523.509277
	Iteration 14Q: 3 clusters Score -788444.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -788518.312500 Penalty: 4523.509277
	Iteration 15Q: 3 clusters Score -788518.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -788580.812500 Penalty: 4523.509277
	Iteration 16Q: 3 clusters Score -788580.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -788612.812500 Penalty: 4523.509277
	Iteration 17Q: 3 clusters Score -788612.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -788632.375000 Penalty: 4523.509277
	Iteration 18Q: 3 clusters Score -788632.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -788647.625000 Penalty: 4523.509277
	Iteration 19Q: 3 clusters Score -788647.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -788666.875000 Penalty: 4523.509277
	Iteration 20F: 3 clusters Score -788666.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -788684.937500 Penalty: 4523.509277
	Iteration 21Q: 3 clusters Score -788684.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -788702.187500 Penalty: 4523.509277
	Iteration 22Q: 3 clusters Score -788702.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -788714.625000 Penalty: 4523.509277
	Iteration 23Q: 3 clusters Score -788714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -788720.937500 Penalty: 4523.509277
	Iteration 24Q: 3 clusters Score -788720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -788729.625000 Penalty: 4523.509277
	Iteration 25Q: 3 clusters Score -788729.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -788741.750000 Penalty: 4523.509277
	Iteration 26Q: 3 clusters Score -788741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -788754.875000 Penalty: 4523.509277
	Iteration 27Q: 3 clusters Score -788754.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -788762.187500 Penalty: 4523.509277
	Iteration 28Q: 3 clusters Score -788762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -788769.187500 Penalty: 4523.509277
	Iteration 29Q: 3 clusters Score -788769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -788772.625000 Penalty: 4523.509277
	Iteration 30Q: 3 clusters Score -788772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -788774.375000 Penalty: 4523.509277
	Iteration 31Q: 3 clusters Score -788774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -788774.875000 Penalty: 4523.509277
	Iteration 32Q: 3 clusters Score -788774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -788774.750000 Penalty: 4523.509277
	Iteration 33Q: 3 clusters Score -788774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -788776.062500 Penalty: 4523.509277
	Iteration 34Q: 3 clusters Score -788776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -788778.187500 Penalty: 4523.509277
	Iteration 35Q: 3 clusters Score -788778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -788777.937500 Penalty: 4523.509277
	Iteration 36Q: 3 clusters Score -788777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -788779.812500 Penalty: 4523.509277
	Iteration 37Q: 3 clusters Score -788779.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -788779.812500 Penalty: 4523.509277
	Iteration 38F: 3 clusters Score -788779.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Entering Unmasked Estep 
Score: -2040210.375000 Penalty: 2495.573486
	Iteration 0F: 2 clusters Score -2040210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2023864.875000 Penalty: 4991.146973
	Iteration 0F: 3 clusters Score -2023865 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2029560.250000 Penalty: 4991.146973
	Iteration 1F: 3 clusters Score -2029560 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2030011.625000 Penalty: 4991.146973
	Iteration 2F: 3 clusters Score -2030012 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2030444.000000 Penalty: 4991.146973
	Iteration 3Q: 3 clusters Score -2030444 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2030852.875000 Penalty: 4991.146973
	Iteration 4Q: 3 clusters Score -2030853 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2031337.625000 Penalty: 4991.146973
	Iteration 5Q: 3 clusters Score -2031338 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2031993.625000 Penalty: 4991.146973
	Iteration 6F: 3 clusters Score -2031994 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2032846.875000 Penalty: 4991.146973
	Iteration 7F: 3 clusters Score -2032847 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2033887.375000 Penalty: 4991.146973
	Iteration 8F: 3 clusters Score -2033887 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2034992.750000 Penalty: 4991.146973
	Iteration 9F: 3 clusters Score -2034993 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2036010.125000 Penalty: 4991.146973
	Iteration 10F: 3 clusters Score -2036010 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2036744.625000 Penalty: 4991.146973
	Iteration 11Q: 3 clusters Score -2036745 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2037215.875000 Penalty: 4991.146973
	Iteration 12Q: 3 clusters Score -2037216 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2037495.000000 Penalty: 4991.146973
	Iteration 13Q: 3 clusters Score -2037495 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2037666.875000 Penalty: 4991.146973
	Iteration 14Q: 3 clusters Score -2037667 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2037789.250000 Penalty: 4991.146973
	Iteration 15Q: 3 clusters Score -2037789 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2037885.375000 Penalty: 4991.146973
	Iteration 16Q: 3 clusters Score -2037885 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2037953.250000 Penalty: 4991.146973
	Iteration 17Q: 3 clusters Score -2037953 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2037988.875000 Penalty: 4991.146973
	Iteration 18Q: 3 clusters Score -2037989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2038020.750000 Penalty: 4991.146973
	Iteration 19Q: 3 clusters Score -2038021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2038048.500000 Penalty: 4991.146973
	Iteration 20F: 3 clusters Score -2038048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2038080.000000 Penalty: 4991.146973
	Iteration 21Q: 3 clusters Score -2038080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2038105.875000 Penalty: 4991.146973
	Iteration 22Q: 3 clusters Score -2038106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2038130.750000 Penalty: 4991.146973
	Iteration 23Q: 3 clusters Score -2038131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2038144.375000 Penalty: 4991.146973
	Iteration 24Q: 3 clusters Score -2038144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2038150.250000 Penalty: 4991.146973
	Iteration 25Q: 3 clusters Score -2038150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2038160.625000 Penalty: 4991.146973
	Iteration 26Q: 3 clusters Score -2038161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2038167.125000 Penalty: 4991.146973
	Iteration 27Q: 3 clusters Score -2038167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2038175.500000 Penalty: 4991.146973
	Iteration 28Q: 3 clusters Score -2038176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2038175.500000 Penalty: 4991.146973
	Iteration 29Q: 3 clusters Score -2038176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2038182.250000 Penalty: 4991.146973
	Iteration 30Q: 3 clusters Score -2038182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2038183.500000 Penalty: 4991.146973
	Iteration 31Q: 3 clusters Score -2038184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2038186.000000 Penalty: 4991.146973
	Iteration 32Q: 3 clusters Score -2038186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2038189.125000 Penalty: 4991.146973
	Iteration 33Q: 3 clusters Score -2038189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2038193.000000 Penalty: 4991.146973
	Iteration 34Q: 3 clusters Score -2038193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2038194.375000 Penalty: 4991.146973
	Iteration 35Q: 3 clusters Score -2038194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2038195.625000 Penalty: 4991.146973
	Iteration 36Q: 3 clusters Score -2038196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2038201.875000 Penalty: 4991.146973
	Iteration 37Q: 3 clusters Score -2038202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2038200.875000 Penalty: 4991.146973
	Iteration 38Q: 3 clusters Score -2038201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2038200.875000 Penalty: 4991.146973
	Iteration 39F: 3 clusters Score -2038201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Entering Unmasked Estep 
Score: -763358.812500 Penalty: 2258.997559
	Iteration 0F: 2 clusters Score -763358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -756330.625000 Penalty: 4517.995117
	Iteration 0F: 3 clusters Score -756330.6 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -758301.250000 Penalty: 4517.995117
	Iteration 1F: 3 clusters Score -758301.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -758581.437500 Penalty: 4517.995117
	Iteration 2F: 3 clusters Score -758581.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -758778.375000 Penalty: 4517.995117
	Iteration 3Q: 3 clusters Score -758778.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -758939.062500 Penalty: 4517.995117
	Iteration 4Q: 3 clusters Score -758939.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -759091.812500 Penalty: 4517.995117
	Iteration 5Q: 3 clusters Score -759091.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -759267.250000 Penalty: 4517.995117
	Iteration 6Q: 3 clusters Score -759267.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -759445.875000 Penalty: 4517.995117
	Iteration 7Q: 3 clusters Score -759445.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -759610.875000 Penalty: 4517.995117
	Iteration 8Q: 3 clusters Score -759610.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -759750.500000 Penalty: 4517.995117
	Iteration 9Q: 3 clusters Score -759750.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -759864.312500 Penalty: 4517.995117
	Iteration 10Q: 3 clusters Score -759864.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -759982.000000 Penalty: 4517.995117
	Iteration 11Q: 3 clusters Score -759982 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -760103.687500 Penalty: 4517.995117
	Iteration 12Q: 3 clusters Score -760103.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -760226.437500 Penalty: 4517.995117
	Iteration 13Q: 3 clusters Score -760226.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -760368.250000 Penalty: 4517.995117
	Iteration 14Q: 3 clusters Score -760368.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -760521.125000 Penalty: 4517.995117
	Iteration 15Q: 3 clusters Score -760521.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -760670.625000 Penalty: 4517.995117
	Iteration 16Q: 3 clusters Score -760670.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -760832.062500 Penalty: 4517.995117
	Iteration 17Q: 3 clusters Score -760832.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -760975.000000 Penalty: 4517.995117
	Iteration 18Q: 3 clusters Score -760975 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -761119.562500 Penalty: 4517.995117
	Iteration 19Q: 3 clusters Score -761119.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -761238.687500 Penalty: 4517.995117
	Iteration 20F: 3 clusters Score -761238.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -761341.437500 Penalty: 4517.995117
	Iteration 21Q: 3 clusters Score -761341.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -761424.937500 Penalty: 4517.995117
	Iteration 22Q: 3 clusters Score -761424.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -761494.062500 Penalty: 4517.995117
	Iteration 23Q: 3 clusters Score -761494.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -761543.625000 Penalty: 4517.995117
	Iteration 24Q: 3 clusters Score -761543.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -761574.312500 Penalty: 4517.995117
	Iteration 25Q: 3 clusters Score -761574.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -761602.937500 Penalty: 4517.995117
	Iteration 26Q: 3 clusters Score -761602.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -761619.750000 Penalty: 4517.995117
	Iteration 27Q: 3 clusters Score -761619.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -761633.875000 Penalty: 4517.995117
	Iteration 28Q: 3 clusters Score -761633.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -761639.000000 Penalty: 4517.995117
	Iteration 29Q: 3 clusters Score -761639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -761644.187500 Penalty: 4517.995117
	Iteration 30Q: 3 clusters Score -761644.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -761648.187500 Penalty: 4517.995117
	Iteration 31Q: 3 clusters Score -761648.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -761651.812500 Penalty: 4517.995117
	Iteration 32Q: 3 clusters Score -761651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -761653.375000 Penalty: 4517.995117
	Iteration 33Q: 3 clusters Score -761653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -761653.937500 Penalty: 4517.995117
	Iteration 34Q: 3 clusters Score -761653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -761654.875000 Penalty: 4517.995117
	Iteration 35Q: 3 clusters Score -761654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -761655.687500 Penalty: 4517.995117
	Iteration 36Q: 3 clusters Score -761655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -761657.125000 Penalty: 4517.995117
	Iteration 37Q: 3 clusters Score -761657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -761658.750000 Penalty: 4517.995117
	Iteration 38Q: 3 clusters Score -761658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -761661.000000 Penalty: 4517.995117
	Iteration 39Q: 3 clusters Score -761661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -761660.875000 Penalty: 4517.995117
	Iteration 40F: 3 clusters Score -761660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -761662.500000 Penalty: 4517.995117
	Iteration 41Q: 3 clusters Score -761662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -761664.000000 Penalty: 4517.995117
	Iteration 42Q: 3 clusters Score -761664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -761666.687500 Penalty: 4517.995117
	Iteration 43Q: 3 clusters Score -761666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -761669.812500 Penalty: 4517.995117
	Iteration 44Q: 3 clusters Score -761669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -761669.187500 Penalty: 4517.995117
	Iteration 45Q: 3 clusters Score -761669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -761670.937500 Penalty: 4517.995117
	Iteration 46Q: 3 clusters Score -761670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -761673.000000 Penalty: 4517.995117
	Iteration 47Q: 3 clusters Score -761673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -761672.250000 Penalty: 4517.995117
	Iteration 48Q: 3 clusters Score -761672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -761676.187500 Penalty: 4517.995117
	Iteration 49Q: 3 clusters Score -761676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -761677.875000 Penalty: 4517.995117
	Iteration 50Q: 3 clusters Score -761677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -761677.875000 Penalty: 4517.995117
	Iteration 51F: 3 clusters Score -761677.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Entering Unmasked Estep 
Score: -378898.187500 Penalty: 2102.656250
	Iteration 0F: 2 clusters Score -378898.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -374478.500000 Penalty: 4205.312500
	Iteration 0F: 3 clusters Score -374478.5 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -375645.281250 Penalty: 4205.312500
	Iteration 1F: 3 clusters Score -375645.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -375865.000000 Penalty: 4205.312500
	Iteration 2F: 3 clusters Score -375865 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -376001.718750 Penalty: 4205.312500
	Iteration 3Q: 3 clusters Score -376001.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -376123.656250 Penalty: 4205.312500
	Iteration 4Q: 3 clusters Score -376123.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -376208.656250 Penalty: 4205.312500
	Iteration 5Q: 3 clusters Score -376208.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -376288.125000 Penalty: 4205.312500
	Iteration 6Q: 3 clusters Score -376288.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -376369.000000 Penalty: 4205.312500
	Iteration 7Q: 3 clusters Score -376369 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -376435.281250 Penalty: 4205.312500
	Iteration 8Q: 3 clusters Score -376435.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -376499.500000 Penalty: 4205.312500
	Iteration 9Q: 3 clusters Score -376499.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -376563.343750 Penalty: 4205.312500
	Iteration 10Q: 3 clusters Score -376563.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -376613.281250 Penalty: 4205.312500
	Iteration 11Q: 3 clusters Score -376613.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -376656.093750 Penalty: 4205.312500
	Iteration 12Q: 3 clusters Score -376656.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -376693.343750 Penalty: 4205.312500
	Iteration 13Q: 3 clusters Score -376693.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -376718.218750 Penalty: 4205.312500
	Iteration 14Q: 3 clusters Score -376718.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -376749.687500 Penalty: 4205.312500
	Iteration 15Q: 3 clusters Score -376749.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -376781.750000 Penalty: 4205.312500
	Iteration 16Q: 3 clusters Score -376781.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -376810.750000 Penalty: 4205.312500
	Iteration 17Q: 3 clusters Score -376810.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -376836.343750 Penalty: 4205.312500
	Iteration 18Q: 3 clusters Score -376836.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -376865.156250 Penalty: 4205.312500
	Iteration 19Q: 3 clusters Score -376865.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -376890.500000 Penalty: 4205.312500
	Iteration 20F: 3 clusters Score -376890.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -376913.343750 Penalty: 4205.312500
	Iteration 21Q: 3 clusters Score -376913.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -376929.781250 Penalty: 4205.312500
	Iteration 22Q: 3 clusters Score -376929.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -376949.812500 Penalty: 4205.312500
	Iteration 23Q: 3 clusters Score -376949.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -376969.968750 Penalty: 4205.312500
	Iteration 24Q: 3 clusters Score -376970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -376988.656250 Penalty: 4205.312500
	Iteration 25Q: 3 clusters Score -376988.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -377003.218750 Penalty: 4205.312500
	Iteration 26Q: 3 clusters Score -377003.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -377014.937500 Penalty: 4205.312500
	Iteration 27Q: 3 clusters Score -377014.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -377020.875000 Penalty: 4205.312500
	Iteration 28Q: 3 clusters Score -377020.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -377025.968750 Penalty: 4205.312500
	Iteration 29Q: 3 clusters Score -377026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -377029.656250 Penalty: 4205.312500
	Iteration 30Q: 3 clusters Score -377029.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -377034.968750 Penalty: 4205.312500
	Iteration 31Q: 3 clusters Score -377035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -377042.218750 Penalty: 4205.312500
	Iteration 32Q: 3 clusters Score -377042.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -377049.937500 Penalty: 4205.312500
	Iteration 33Q: 3 clusters Score -377049.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -377054.656250 Penalty: 4205.312500
	Iteration 34Q: 3 clusters Score -377054.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -377060.906250 Penalty: 4205.312500
	Iteration 35Q: 3 clusters Score -377060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -377065.250000 Penalty: 4205.312500
	Iteration 36Q: 3 clusters Score -377065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -377070.468750 Penalty: 4205.312500
	Iteration 37Q: 3 clusters Score -377070.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -377073.062500 Penalty: 4205.312500
	Iteration 38Q: 3 clusters Score -377073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -377075.875000 Penalty: 4205.312500
	Iteration 39Q: 3 clusters Score -377075.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -377080.687500 Penalty: 4205.312500
	Iteration 40F: 3 clusters Score -377080.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -377083.781250 Penalty: 4205.312500
	Iteration 41Q: 3 clusters Score -377083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -377085.156250 Penalty: 4205.312500
	Iteration 42Q: 3 clusters Score -377085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -377086.937500 Penalty: 4205.312500
	Iteration 43Q: 3 clusters Score -377086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -377087.000000 Penalty: 4205.312500
	Iteration 44Q: 3 clusters Score -377087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -377087.875000 Penalty: 4205.312500
	Iteration 45Q: 3 clusters Score -377087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -377089.625000 Penalty: 4205.312500
	Iteration 46Q: 3 clusters Score -377089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -377089.937500 Penalty: 4205.312500
	Iteration 47Q: 3 clusters Score -377089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -377090.656250 Penalty: 4205.312500
	Iteration 48Q: 3 clusters Score -377090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -377089.343750 Penalty: 4205.312500
	Iteration 49Q: 3 clusters Score -377089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -377089.343750 Penalty: 4205.312500
	Iteration 50F: 3 clusters Score -377089.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Entering Unmasked Estep 
Score: -1022198.250000 Penalty: 2321.613281
	Iteration 0F: 2 clusters Score -1022198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1013393.250000 Penalty: 4643.226562
	Iteration 0F: 3 clusters Score -1013393 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1016098.500000 Penalty: 4643.226562
	Iteration 1F: 3 clusters Score -1016098 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1016549.875000 Penalty: 4643.226562
	Iteration 2F: 3 clusters Score -1016550 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1016890.250000 Penalty: 4643.226562
	Iteration 3F: 3 clusters Score -1016890 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1017189.125000 Penalty: 4643.226562
	Iteration 4Q: 3 clusters Score -1017189 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1017450.000000 Penalty: 4643.226562
	Iteration 5Q: 3 clusters Score -1017450 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1017703.562500 Penalty: 4643.226562
	Iteration 6Q: 3 clusters Score -1017704 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1017949.500000 Penalty: 4643.226562
	Iteration 7Q: 3 clusters Score -1017950 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1018197.875000 Penalty: 4643.226562
	Iteration 8Q: 3 clusters Score -1018198 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1018424.312500 Penalty: 4643.226562
	Iteration 9Q: 3 clusters Score -1018424 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1018648.812500 Penalty: 4643.226562
	Iteration 10Q: 3 clusters Score -1018649 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1018853.125000 Penalty: 4643.226562
	Iteration 11Q: 3 clusters Score -1018853 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1019032.687500 Penalty: 4643.226562
	Iteration 12Q: 3 clusters Score -1019033 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1019208.312500 Penalty: 4643.226562
	Iteration 13Q: 3 clusters Score -1019208 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1019386.500000 Penalty: 4643.226562
	Iteration 14Q: 3 clusters Score -1019386 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1019543.437500 Penalty: 4643.226562
	Iteration 15Q: 3 clusters Score -1019543 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1019648.250000 Penalty: 4643.226562
	Iteration 16Q: 3 clusters Score -1019648 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1019740.937500 Penalty: 4643.226562
	Iteration 17Q: 3 clusters Score -1019741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1019823.375000 Penalty: 4643.226562
	Iteration 18Q: 3 clusters Score -1019823 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1019878.812500 Penalty: 4643.226562
	Iteration 19Q: 3 clusters Score -1019879 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1019926.125000 Penalty: 4643.226562
	Iteration 20F: 3 clusters Score -1019926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1019955.375000 Penalty: 4643.226562
	Iteration 21Q: 3 clusters Score -1019955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1019980.812500 Penalty: 4643.226562
	Iteration 22Q: 3 clusters Score -1019981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1020005.750000 Penalty: 4643.226562
	Iteration 23Q: 3 clusters Score -1020006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1020020.750000 Penalty: 4643.226562
	Iteration 24Q: 3 clusters Score -1020021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1020042.812500 Penalty: 4643.226562
	Iteration 25Q: 3 clusters Score -1020043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1020059.687500 Penalty: 4643.226562
	Iteration 26Q: 3 clusters Score -1020060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1020076.937500 Penalty: 4643.226562
	Iteration 27Q: 3 clusters Score -1020077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1020088.187500 Penalty: 4643.226562
	Iteration 28Q: 3 clusters Score -1020088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1020094.125000 Penalty: 4643.226562
	Iteration 29Q: 3 clusters Score -1020094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1020097.875000 Penalty: 4643.226562
	Iteration 30Q: 3 clusters Score -1020098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1020106.000000 Penalty: 4643.226562
	Iteration 31Q: 3 clusters Score -1020106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1020112.750000 Penalty: 4643.226562
	Iteration 32Q: 3 clusters Score -1020113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1020120.312500 Penalty: 4643.226562
	Iteration 33Q: 3 clusters Score -1020120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1020126.875000 Penalty: 4643.226562
	Iteration 34Q: 3 clusters Score -1020127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1020132.375000 Penalty: 4643.226562
	Iteration 35Q: 3 clusters Score -1020132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1020134.750000 Penalty: 4643.226562
	Iteration 36Q: 3 clusters Score -1020135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1020135.187500 Penalty: 4643.226562
	Iteration 37Q: 3 clusters Score -1020135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1020135.187500 Penalty: 4643.226562
	Iteration 38F: 3 clusters Score -1020135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Entering Unmasked Estep 
Score: -1721913.125000 Penalty: 2467.301270
	Iteration 0F: 2 clusters Score -1721913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1707268.125000 Penalty: 4934.602539
	Iteration 0F: 3 clusters Score -1707268 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1712440.750000 Penalty: 4934.602539
	Iteration 1F: 3 clusters Score -1712441 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1713007.000000 Penalty: 4934.602539
	Iteration 2F: 3 clusters Score -1713007 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1713620.000000 Penalty: 4934.602539
	Iteration 3F: 3 clusters Score -1713620 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1714319.375000 Penalty: 4934.602539
	Iteration 4F: 3 clusters Score -1714319 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1715214.125000 Penalty: 4934.602539
	Iteration 5F: 3 clusters Score -1715214 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1716325.000000 Penalty: 4934.602539
	Iteration 6F: 3 clusters Score -1716325 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1717624.625000 Penalty: 4934.602539
	Iteration 7F: 3 clusters Score -1717625 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1718905.625000 Penalty: 4934.602539
	Iteration 8F: 3 clusters Score -1718906 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1719861.500000 Penalty: 4934.602539
	Iteration 9Q: 3 clusters Score -1719862 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1720389.875000 Penalty: 4934.602539
	Iteration 10Q: 3 clusters Score -1720390 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1720664.750000 Penalty: 4934.602539
	Iteration 11Q: 3 clusters Score -1720665 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1720800.750000 Penalty: 4934.602539
	Iteration 12Q: 3 clusters Score -1720801 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1720888.625000 Penalty: 4934.602539
	Iteration 13Q: 3 clusters Score -1720889 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1720958.250000 Penalty: 4934.602539
	Iteration 14Q: 3 clusters Score -1720958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1721012.250000 Penalty: 4934.602539
	Iteration 15Q: 3 clusters Score -1721012 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1721050.375000 Penalty: 4934.602539
	Iteration 16Q: 3 clusters Score -1721050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1721081.125000 Penalty: 4934.602539
	Iteration 17Q: 3 clusters Score -1721081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1721101.625000 Penalty: 4934.602539
	Iteration 18Q: 3 clusters Score -1721102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1721117.375000 Penalty: 4934.602539
	Iteration 19Q: 3 clusters Score -1721117 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1721136.375000 Penalty: 4934.602539
	Iteration 20F: 3 clusters Score -1721136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1721141.000000 Penalty: 4934.602539
	Iteration 21Q: 3 clusters Score -1721141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1721151.750000 Penalty: 4934.602539
	Iteration 22Q: 3 clusters Score -1721152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1721154.125000 Penalty: 4934.602539
	Iteration 23Q: 3 clusters Score -1721154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1721158.250000 Penalty: 4934.602539
	Iteration 24Q: 3 clusters Score -1721158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1721162.125000 Penalty: 4934.602539
	Iteration 25Q: 3 clusters Score -1721162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1721164.500000 Penalty: 4934.602539
	Iteration 26Q: 3 clusters Score -1721164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1721164.250000 Penalty: 4934.602539
	Iteration 27Q: 3 clusters Score -1721164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1721163.000000 Penalty: 4934.602539
	Iteration 28Q: 3 clusters Score -1721163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1721163.875000 Penalty: 4934.602539
	Iteration 29Q: 3 clusters Score -1721164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1721165.750000 Penalty: 4934.602539
	Iteration 30Q: 3 clusters Score -1721166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1721168.375000 Penalty: 4934.602539
	Iteration 31Q: 3 clusters Score -1721168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1721164.875000 Penalty: 4934.602539
	Iteration 32Q: 3 clusters Score -1721165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1721163.375000 Penalty: 4934.602539
	Iteration 33Q: 3 clusters Score -1721163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1721161.375000 Penalty: 4934.602539
	Iteration 34Q: 3 clusters Score -1721161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1721164.125000 Penalty: 4934.602539
	Iteration 35Q: 3 clusters Score -1721164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1721162.750000 Penalty: 4934.602539
	Iteration 36Q: 3 clusters Score -1721163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1721165.375000 Penalty: 4934.602539
	Iteration 37Q: 3 clusters Score -1721165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -1721165.500000 Penalty: 4934.602539
	Iteration 38Q: 3 clusters Score -1721166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1721165.625000 Penalty: 4934.602539
	Iteration 39Q: 3 clusters Score -1721166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1721166.500000 Penalty: 4934.602539
	Iteration 40F: 3 clusters Score -1721166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1721169.000000 Penalty: 4934.602539
	Iteration 41Q: 3 clusters Score -1721169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1721169.125000 Penalty: 4934.602539
	Iteration 42Q: 3 clusters Score -1721169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1721169.125000 Penalty: 4934.602539
	Iteration 43F: 3 clusters Score -1721169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Entering Unmasked Estep 
Score: -653662.875000 Penalty: 2247.077393
	Iteration 0F: 2 clusters Score -653662.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -646864.562500 Penalty: 4494.154785
	Iteration 0F: 3 clusters Score -646864.6 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -648915.875000 Penalty: 4494.154785
	Iteration 1F: 3 clusters Score -648915.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -649318.375000 Penalty: 4494.154785
	Iteration 2F: 3 clusters Score -649318.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -649614.812500 Penalty: 4494.154785
	Iteration 3F: 3 clusters Score -649614.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -649857.937500 Penalty: 4494.154785
	Iteration 4Q: 3 clusters Score -649857.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -650079.750000 Penalty: 4494.154785
	Iteration 5Q: 3 clusters Score -650079.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -650284.312500 Penalty: 4494.154785
	Iteration 6Q: 3 clusters Score -650284.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -650532.000000 Penalty: 4494.154785
	Iteration 7Q: 3 clusters Score -650532 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -650758.250000 Penalty: 4494.154785
	Iteration 8Q: 3 clusters Score -650758.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -650942.500000 Penalty: 4494.154785
	Iteration 9Q: 3 clusters Score -650942.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -651075.062500 Penalty: 4494.154785
	Iteration 10Q: 3 clusters Score -651075.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -651192.000000 Penalty: 4494.154785
	Iteration 11Q: 3 clusters Score -651192 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -651329.687500 Penalty: 4494.154785
	Iteration 12Q: 3 clusters Score -651329.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -651447.437500 Penalty: 4494.154785
	Iteration 13Q: 3 clusters Score -651447.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -651533.562500 Penalty: 4494.154785
	Iteration 14Q: 3 clusters Score -651533.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -651622.625000 Penalty: 4494.154785
	Iteration 15Q: 3 clusters Score -651622.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -651692.500000 Penalty: 4494.154785
	Iteration 16Q: 3 clusters Score -651692.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -651752.812500 Penalty: 4494.154785
	Iteration 17Q: 3 clusters Score -651752.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -651813.937500 Penalty: 4494.154785
	Iteration 18Q: 3 clusters Score -651813.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -651861.937500 Penalty: 4494.154785
	Iteration 19Q: 3 clusters Score -651861.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -651902.812500 Penalty: 4494.154785
	Iteration 20F: 3 clusters Score -651902.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -651925.187500 Penalty: 4494.154785
	Iteration 21Q: 3 clusters Score -651925.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -651945.500000 Penalty: 4494.154785
	Iteration 22Q: 3 clusters Score -651945.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -651966.062500 Penalty: 4494.154785
	Iteration 23Q: 3 clusters Score -651966.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -651981.562500 Penalty: 4494.154785
	Iteration 24Q: 3 clusters Score -651981.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -651997.750000 Penalty: 4494.154785
	Iteration 25Q: 3 clusters Score -651997.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -652005.687500 Penalty: 4494.154785
	Iteration 26Q: 3 clusters Score -652005.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -652014.312500 Penalty: 4494.154785
	Iteration 27Q: 3 clusters Score -652014.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -652024.937500 Penalty: 4494.154785
	Iteration 28Q: 3 clusters Score -652024.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -652036.812500 Penalty: 4494.154785
	Iteration 29Q: 3 clusters Score -652036.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -652045.875000 Penalty: 4494.154785
	Iteration 30Q: 3 clusters Score -652045.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -652053.500000 Penalty: 4494.154785
	Iteration 31Q: 3 clusters Score -652053.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -652065.437500 Penalty: 4494.154785
	Iteration 32Q: 3 clusters Score -652065.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -652072.937500 Penalty: 4494.154785
	Iteration 33Q: 3 clusters Score -652072.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -652085.375000 Penalty: 4494.154785
	Iteration 34Q: 3 clusters Score -652085.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -652097.250000 Penalty: 4494.154785
	Iteration 35Q: 3 clusters Score -652097.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -652113.062500 Penalty: 4494.154785
	Iteration 36Q: 3 clusters Score -652113.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -652127.250000 Penalty: 4494.154785
	Iteration 37Q: 3 clusters Score -652127.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -652145.687500 Penalty: 4494.154785
	Iteration 38Q: 3 clusters Score -652145.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -652164.750000 Penalty: 4494.154785
	Iteration 39Q: 3 clusters Score -652164.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -652179.125000 Penalty: 4494.154785
	Iteration 40F: 3 clusters Score -652179.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -652191.875000 Penalty: 4494.154785
	Iteration 41Q: 3 clusters Score -652191.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -652201.937500 Penalty: 4494.154785
	Iteration 42Q: 3 clusters Score -652201.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -652211.062500 Penalty: 4494.154785
	Iteration 43Q: 3 clusters Score -652211.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -652216.750000 Penalty: 4494.154785
	Iteration 44Q: 3 clusters Score -652216.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -652225.125000 Penalty: 4494.154785
	Iteration 45Q: 3 clusters Score -652225.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -652235.187500 Penalty: 4494.154785
	Iteration 46Q: 3 clusters Score -652235.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -652244.125000 Penalty: 4494.154785
	Iteration 47Q: 3 clusters Score -652244.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -652255.625000 Penalty: 4494.154785
	Iteration 48Q: 3 clusters Score -652255.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -652265.375000 Penalty: 4494.154785
	Iteration 49Q: 3 clusters Score -652265.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -652272.250000 Penalty: 4494.154785
	Iteration 50Q: 3 clusters Score -652272.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -652280.062500 Penalty: 4494.154785
	Iteration 51Q: 3 clusters Score -652280.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -652291.312500 Penalty: 4494.154785
	Iteration 52Q: 3 clusters Score -652291.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -652299.125000 Penalty: 4494.154785
	Iteration 53Q: 3 clusters Score -652299.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -652306.375000 Penalty: 4494.154785
	Iteration 54Q: 3 clusters Score -652306.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -652313.312500 Penalty: 4494.154785
	Iteration 55Q: 3 clusters Score -652313.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -652317.625000 Penalty: 4494.154785
	Iteration 56Q: 3 clusters Score -652317.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -652322.000000 Penalty: 4494.154785
	Iteration 57Q: 3 clusters Score -652322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -652323.687500 Penalty: 4494.154785
	Iteration 58Q: 3 clusters Score -652323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -652324.500000 Penalty: 4494.154785
	Iteration 59Q: 3 clusters Score -652324.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -652324.625000 Penalty: 4494.154785
	Iteration 60F: 3 clusters Score -652324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -652325.625000 Penalty: 4494.154785
	Iteration 61Q: 3 clusters Score -652325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -652325.375000 Penalty: 4494.154785
	Iteration 62Q: 3 clusters Score -652325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -652327.812500 Penalty: 4494.154785
	Iteration 63Q: 3 clusters Score -652327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -652328.625000 Penalty: 4494.154785
	Iteration 64Q: 3 clusters Score -652328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -652330.250000 Penalty: 4494.154785
	Iteration 65Q: 3 clusters Score -652330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -652329.937500 Penalty: 4494.154785
	Iteration 66Q: 3 clusters Score -652329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -652330.875000 Penalty: 4494.154785
	Iteration 67Q: 3 clusters Score -652330.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -652331.750000 Penalty: 4494.154785
	Iteration 68Q: 3 clusters Score -652331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -652332.062500 Penalty: 4494.154785
	Iteration 69Q: 3 clusters Score -652332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -652332.062500 Penalty: 4494.154785
	Iteration 70F: 3 clusters Score -652332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Entering Unmasked Estep 
Score: -1258983.750000 Penalty: 2395.160889
	Iteration 0F: 2 clusters Score -1258984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1247732.875000 Penalty: 4790.321777
	Iteration 0F: 3 clusters Score -1247733 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1251591.375000 Penalty: 4790.321777
	Iteration 1F: 3 clusters Score -1251591 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1252143.000000 Penalty: 4790.321777
	Iteration 2F: 3 clusters Score -1252143 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1252682.125000 Penalty: 4790.321777
	Iteration 3F: 3 clusters Score -1252682 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1253195.750000 Penalty: 4790.321777
	Iteration 4F: 3 clusters Score -1253196 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1253633.875000 Penalty: 4790.321777
	Iteration 5F: 3 clusters Score -1253634 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1254023.500000 Penalty: 4790.321777
	Iteration 6Q: 3 clusters Score -1254024 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1254374.125000 Penalty: 4790.321777
	Iteration 7Q: 3 clusters Score -1254374 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1254709.375000 Penalty: 4790.321777
	Iteration 8Q: 3 clusters Score -1254709 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1255005.125000 Penalty: 4790.321777
	Iteration 9Q: 3 clusters Score -1255005 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1255270.375000 Penalty: 4790.321777
	Iteration 10Q: 3 clusters Score -1255270 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1255528.375000 Penalty: 4790.321777
	Iteration 11Q: 3 clusters Score -1255528 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1255771.250000 Penalty: 4790.321777
	Iteration 12Q: 3 clusters Score -1255771 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1255963.750000 Penalty: 4790.321777
	Iteration 13Q: 3 clusters Score -1255964 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1256106.250000 Penalty: 4790.321777
	Iteration 14Q: 3 clusters Score -1256106 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1256214.375000 Penalty: 4790.321777
	Iteration 15Q: 3 clusters Score -1256214 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1256313.250000 Penalty: 4790.321777
	Iteration 16Q: 3 clusters Score -1256313 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1256387.500000 Penalty: 4790.321777
	Iteration 17Q: 3 clusters Score -1256388 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1256446.375000 Penalty: 4790.321777
	Iteration 18Q: 3 clusters Score -1256446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1256482.500000 Penalty: 4790.321777
	Iteration 19Q: 3 clusters Score -1256482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1256523.250000 Penalty: 4790.321777
	Iteration 20F: 3 clusters Score -1256523 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1256553.125000 Penalty: 4790.321777
	Iteration 21Q: 3 clusters Score -1256553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1256574.375000 Penalty: 4790.321777
	Iteration 22Q: 3 clusters Score -1256574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1256592.500000 Penalty: 4790.321777
	Iteration 23Q: 3 clusters Score -1256592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1256610.875000 Penalty: 4790.321777
	Iteration 24Q: 3 clusters Score -1256611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1256622.750000 Penalty: 4790.321777
	Iteration 25Q: 3 clusters Score -1256623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1256645.625000 Penalty: 4790.321777
	Iteration 26Q: 3 clusters Score -1256646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1256653.750000 Penalty: 4790.321777
	Iteration 27Q: 3 clusters Score -1256654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1256676.000000 Penalty: 4790.321777
	Iteration 28Q: 3 clusters Score -1256676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1256692.375000 Penalty: 4790.321777
	Iteration 29Q: 3 clusters Score -1256692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1256706.375000 Penalty: 4790.321777
	Iteration 30Q: 3 clusters Score -1256706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1256723.500000 Penalty: 4790.321777
	Iteration 31Q: 3 clusters Score -1256724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1256742.750000 Penalty: 4790.321777
	Iteration 32Q: 3 clusters Score -1256743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1256762.375000 Penalty: 4790.321777
	Iteration 33Q: 3 clusters Score -1256762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1256785.250000 Penalty: 4790.321777
	Iteration 34Q: 3 clusters Score -1256785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1256800.125000 Penalty: 4790.321777
	Iteration 35Q: 3 clusters Score -1256800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1256824.875000 Penalty: 4790.321777
	Iteration 36Q: 3 clusters Score -1256825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1256838.875000 Penalty: 4790.321777
	Iteration 37Q: 3 clusters Score -1256839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1256863.000000 Penalty: 4790.321777
	Iteration 38Q: 3 clusters Score -1256863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1256885.500000 Penalty: 4790.321777
	Iteration 39Q: 3 clusters Score -1256886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1256906.500000 Penalty: 4790.321777
	Iteration 40F: 3 clusters Score -1256906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1256925.375000 Penalty: 4790.321777
	Iteration 41Q: 3 clusters Score -1256925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1256947.500000 Penalty: 4790.321777
	Iteration 42Q: 3 clusters Score -1256948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1256962.625000 Penalty: 4790.321777
	Iteration 43Q: 3 clusters Score -1256963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1256971.375000 Penalty: 4790.321777
	Iteration 44Q: 3 clusters Score -1256971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1256979.375000 Penalty: 4790.321777
	Iteration 45Q: 3 clusters Score -1256979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1256987.625000 Penalty: 4790.321777
	Iteration 46Q: 3 clusters Score -1256988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1256995.625000 Penalty: 4790.321777
	Iteration 47Q: 3 clusters Score -1256996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1257000.250000 Penalty: 4790.321777
	Iteration 48Q: 3 clusters Score -1257000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1257016.000000 Penalty: 4790.321777
	Iteration 49Q: 3 clusters Score -1257016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1257023.750000 Penalty: 4790.321777
	Iteration 50Q: 3 clusters Score -1257024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1257035.500000 Penalty: 4790.321777
	Iteration 51Q: 3 clusters Score -1257036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1257039.250000 Penalty: 4790.321777
	Iteration 52Q: 3 clusters Score -1257039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1257044.750000 Penalty: 4790.321777
	Iteration 53Q: 3 clusters Score -1257045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1257046.625000 Penalty: 4790.321777
	Iteration 54Q: 3 clusters Score -1257047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1257056.250000 Penalty: 4790.321777
	Iteration 55Q: 3 clusters Score -1257056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1257058.125000 Penalty: 4790.321777
	Iteration 56Q: 3 clusters Score -1257058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1257060.375000 Penalty: 4790.321777
	Iteration 57Q: 3 clusters Score -1257060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1257065.625000 Penalty: 4790.321777
	Iteration 58Q: 3 clusters Score -1257066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1257069.125000 Penalty: 4790.321777
	Iteration 59Q: 3 clusters Score -1257069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1257079.375000 Penalty: 4790.321777
	Iteration 60F: 3 clusters Score -1257079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1257086.875000 Penalty: 4790.321777
	Iteration 61Q: 3 clusters Score -1257087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1257093.250000 Penalty: 4790.321777
	Iteration 62Q: 3 clusters Score -1257093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1257100.875000 Penalty: 4790.321777
	Iteration 63Q: 3 clusters Score -1257101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1257104.000000 Penalty: 4790.321777
	Iteration 64Q: 3 clusters Score -1257104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1257103.875000 Penalty: 4790.321777
	Iteration 65Q: 3 clusters Score -1257104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1257109.750000 Penalty: 4790.321777
	Iteration 66Q: 3 clusters Score -1257110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1257114.250000 Penalty: 4790.321777
	Iteration 67Q: 3 clusters Score -1257114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1257116.750000 Penalty: 4790.321777
	Iteration 68Q: 3 clusters Score -1257117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1257119.625000 Penalty: 4790.321777
	Iteration 69Q: 3 clusters Score -1257120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1257120.750000 Penalty: 4790.321777
	Iteration 70Q: 3 clusters Score -1257121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1257119.000000 Penalty: 4790.321777
	Iteration 71Q: 3 clusters Score -1257119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1257119.000000 Penalty: 4790.321777
	Iteration 72F: 3 clusters Score -1257119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -406030.343750 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -406030.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -401765.031250 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -401765 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -402668.468750 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -402668.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -402845.437500 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -402845.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -402953.687500 Penalty: 4187.037109
	Iteration 3Q: 3 clusters Score -402953.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -403026.718750 Penalty: 4187.037109
	Iteration 4Q: 3 clusters Score -403026.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -403072.187500 Penalty: 4187.037109
	Iteration 5Q: 3 clusters Score -403072.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -403107.343750 Penalty: 4187.037109
	Iteration 6Q: 3 clusters Score -403107.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -403130.875000 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -403130.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -403154.750000 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -403154.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -403171.687500 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -403171.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -403185.375000 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -403185.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -403199.781250 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -403199.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -403212.468750 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -403212.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -403220.437500 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -403220.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -403230.843750 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -403230.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -403242.343750 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -403242.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -403252.406250 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -403252.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -403262.687500 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -403262.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -403275.781250 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -403275.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -403288.500000 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -403288.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -403302.562500 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -403302.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -403313.781250 Penalty: 4187.037109
	Iteration 21Q: 3 clusters Score -403313.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -403324.375000 Penalty: 4187.037109
	Iteration 22Q: 3 clusters Score -403324.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -403336.125000 Penalty: 4187.037109
	Iteration 23Q: 3 clusters Score -403336.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -403344.000000 Penalty: 4187.037109
	Iteration 24Q: 3 clusters Score -403344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -403351.656250 Penalty: 4187.037109
	Iteration 25Q: 3 clusters Score -403351.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -403358.812500 Penalty: 4187.037109
	Iteration 26Q: 3 clusters Score -403358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -403364.531250 Penalty: 4187.037109
	Iteration 27Q: 3 clusters Score -403364.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -403371.875000 Penalty: 4187.037109
	Iteration 28Q: 3 clusters Score -403371.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -403377.656250 Penalty: 4187.037109
	Iteration 29Q: 3 clusters Score -403377.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -403382.875000 Penalty: 4187.037109
	Iteration 30Q: 3 clusters Score -403382.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -403388.656250 Penalty: 4187.037109
	Iteration 31Q: 3 clusters Score -403388.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -403392.468750 Penalty: 4187.037109
	Iteration 32Q: 3 clusters Score -403392.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -403395.125000 Penalty: 4187.037109
	Iteration 33Q: 3 clusters Score -403395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -403399.500000 Penalty: 4187.037109
	Iteration 34Q: 3 clusters Score -403399.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -403404.156250 Penalty: 4187.037109
	Iteration 35Q: 3 clusters Score -403404.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -403408.781250 Penalty: 4187.037109
	Iteration 36Q: 3 clusters Score -403408.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -403414.656250 Penalty: 4187.037109
	Iteration 37Q: 3 clusters Score -403414.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -403423.031250 Penalty: 4187.037109
	Iteration 38Q: 3 clusters Score -403423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -403432.125000 Penalty: 4187.037109
	Iteration 39Q: 3 clusters Score -403432.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -403437.093750 Penalty: 4187.037109
	Iteration 40F: 3 clusters Score -403437.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -403442.000000 Penalty: 4187.037109
	Iteration 41Q: 3 clusters Score -403442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -403444.406250 Penalty: 4187.037109
	Iteration 42Q: 3 clusters Score -403444.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -403448.750000 Penalty: 4187.037109
	Iteration 43Q: 3 clusters Score -403448.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -403452.718750 Penalty: 4187.037109
	Iteration 44Q: 3 clusters Score -403452.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -403454.656250 Penalty: 4187.037109
	Iteration 45Q: 3 clusters Score -403454.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -403457.937500 Penalty: 4187.037109
	Iteration 46Q: 3 clusters Score -403457.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -403463.125000 Penalty: 4187.037109
	Iteration 47Q: 3 clusters Score -403463.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -403472.000000 Penalty: 4187.037109
	Iteration 48Q: 3 clusters Score -403472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -403488.312500 Penalty: 4187.037109
	Iteration 49Q: 3 clusters Score -403488.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -403503.406250 Penalty: 4187.037109
	Iteration 50Q: 3 clusters Score -403503.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -403514.218750 Penalty: 4187.037109
	Iteration 51Q: 3 clusters Score -403514.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -403527.500000 Penalty: 4187.037109
	Iteration 52Q: 3 clusters Score -403527.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -403541.343750 Penalty: 4187.037109
	Iteration 53Q: 3 clusters Score -403541.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -403555.250000 Penalty: 4187.037109
	Iteration 54Q: 3 clusters Score -403555.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -403572.281250 Penalty: 4187.037109
	Iteration 55Q: 3 clusters Score -403572.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -403591.406250 Penalty: 4187.037109
	Iteration 56Q: 3 clusters Score -403591.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -403606.000000 Penalty: 4187.037109
	Iteration 57Q: 3 clusters Score -403606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -403622.593750 Penalty: 4187.037109
	Iteration 58Q: 3 clusters Score -403622.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -403641.437500 Penalty: 4187.037109
	Iteration 59Q: 3 clusters Score -403641.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -403661.187500 Penalty: 4187.037109
	Iteration 60F: 3 clusters Score -403661.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -403678.562500 Penalty: 4187.037109
	Iteration 61Q: 3 clusters Score -403678.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -403705.093750 Penalty: 4187.037109
	Iteration 62Q: 3 clusters Score -403705.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -403734.156250 Penalty: 4187.037109
	Iteration 63Q: 3 clusters Score -403734.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -403760.625000 Penalty: 4187.037109
	Iteration 64Q: 3 clusters Score -403760.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -403778.312500 Penalty: 4187.037109
	Iteration 65Q: 3 clusters Score -403778.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -403794.750000 Penalty: 4187.037109
	Iteration 66Q: 3 clusters Score -403794.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -403807.468750 Penalty: 4187.037109
	Iteration 67Q: 3 clusters Score -403807.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -403818.125000 Penalty: 4187.037109
	Iteration 68Q: 3 clusters Score -403818.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -403825.468750 Penalty: 4187.037109
	Iteration 69Q: 3 clusters Score -403825.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -403835.218750 Penalty: 4187.037109
	Iteration 70Q: 3 clusters Score -403835.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -403841.781250 Penalty: 4187.037109
	Iteration 71Q: 3 clusters Score -403841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -403843.718750 Penalty: 4187.037109
	Iteration 72Q: 3 clusters Score -403843.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -403846.656250 Penalty: 4187.037109
	Iteration 73Q: 3 clusters Score -403846.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -403849.312500 Penalty: 4187.037109
	Iteration 74Q: 3 clusters Score -403849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -403854.343750 Penalty: 4187.037109
	Iteration 75Q: 3 clusters Score -403854.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -403862.093750 Penalty: 4187.037109
	Iteration 76Q: 3 clusters Score -403862.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -403872.750000 Penalty: 4187.037109
	Iteration 77Q: 3 clusters Score -403872.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -403878.468750 Penalty: 4187.037109
	Iteration 78Q: 3 clusters Score -403878.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -403885.093750 Penalty: 4187.037109
	Iteration 79Q: 3 clusters Score -403885.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -403893.843750 Penalty: 4187.037109
	Iteration 80F: 3 clusters Score -403893.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -403901.687500 Penalty: 4187.037109
	Iteration 81Q: 3 clusters Score -403901.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -403910.093750 Penalty: 4187.037109
	Iteration 82Q: 3 clusters Score -403910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -403919.812500 Penalty: 4187.037109
	Iteration 83Q: 3 clusters Score -403919.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -403929.250000 Penalty: 4187.037109
	Iteration 84Q: 3 clusters Score -403929.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -403936.187500 Penalty: 4187.037109
	Iteration 85Q: 3 clusters Score -403936.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -403943.125000 Penalty: 4187.037109
	Iteration 86Q: 3 clusters Score -403943.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -403955.031250 Penalty: 4187.037109
	Iteration 87Q: 3 clusters Score -403955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -403969.812500 Penalty: 4187.037109
	Iteration 88Q: 3 clusters Score -403969.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -403984.375000 Penalty: 4187.037109
	Iteration 89Q: 3 clusters Score -403984.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -403998.687500 Penalty: 4187.037109
	Iteration 90Q: 3 clusters Score -403998.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -404012.406250 Penalty: 4187.037109
	Iteration 91Q: 3 clusters Score -404012.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -404020.250000 Penalty: 4187.037109
	Iteration 92Q: 3 clusters Score -404020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -404023.937500 Penalty: 4187.037109
	Iteration 93Q: 3 clusters Score -404023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -404027.937500 Penalty: 4187.037109
	Iteration 94Q: 3 clusters Score -404027.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -404034.218750 Penalty: 4187.037109
	Iteration 95Q: 3 clusters Score -404034.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -404037.562500 Penalty: 4187.037109
	Iteration 96Q: 3 clusters Score -404037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -404041.250000 Penalty: 4187.037109
	Iteration 97Q: 3 clusters Score -404041.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -404049.593750 Penalty: 4187.037109
	Iteration 98Q: 3 clusters Score -404049.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -404055.093750 Penalty: 4187.037109
	Iteration 99Q: 3 clusters Score -404055.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -404064.718750 Penalty: 4187.037109
	Iteration 100F: 3 clusters Score -404064.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -404072.093750 Penalty: 4187.037109
	Iteration 101Q: 3 clusters Score -404072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -404080.812500 Penalty: 4187.037109
	Iteration 102Q: 3 clusters Score -404080.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -404089.187500 Penalty: 4187.037109
	Iteration 103Q: 3 clusters Score -404089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -404100.250000 Penalty: 4187.037109
	Iteration 104Q: 3 clusters Score -404100.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -404109.437500 Penalty: 4187.037109
	Iteration 105Q: 3 clusters Score -404109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -404112.812500 Penalty: 4187.037109
	Iteration 106Q: 3 clusters Score -404112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -404115.625000 Penalty: 4187.037109
	Iteration 107Q: 3 clusters Score -404115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -404119.031250 Penalty: 4187.037109
	Iteration 108Q: 3 clusters Score -404119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -404121.281250 Penalty: 4187.037109
	Iteration 109Q: 3 clusters Score -404121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -404125.437500 Penalty: 4187.037109
	Iteration 110Q: 3 clusters Score -404125.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -404130.875000 Penalty: 4187.037109
	Iteration 111Q: 3 clusters Score -404130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -404135.312500 Penalty: 4187.037109
	Iteration 112Q: 3 clusters Score -404135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -404139.031250 Penalty: 4187.037109
	Iteration 113Q: 3 clusters Score -404139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -404143.000000 Penalty: 4187.037109
	Iteration 114Q: 3 clusters Score -404143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -404148.250000 Penalty: 4187.037109
	Iteration 115Q: 3 clusters Score -404148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -404149.718750 Penalty: 4187.037109
	Iteration 116Q: 3 clusters Score -404149.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -404153.750000 Penalty: 4187.037109
	Iteration 117Q: 3 clusters Score -404153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -404156.250000 Penalty: 4187.037109
	Iteration 118Q: 3 clusters Score -404156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -404159.500000 Penalty: 4187.037109
	Iteration 119Q: 3 clusters Score -404159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -404160.718750 Penalty: 4187.037109
	Iteration 120F: 3 clusters Score -404160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -404161.937500 Penalty: 4187.037109
	Iteration 121Q: 3 clusters Score -404161.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -404164.125000 Penalty: 4187.037109
	Iteration 122Q: 3 clusters Score -404164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -404166.562500 Penalty: 4187.037109
	Iteration 123Q: 3 clusters Score -404166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -404167.312500 Penalty: 4187.037109
	Iteration 124Q: 3 clusters Score -404167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -404167.187500 Penalty: 4187.037109
	Iteration 125Q: 3 clusters Score -404167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -404168.062500 Penalty: 4187.037109
	Iteration 126Q: 3 clusters Score -404168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -404168.968750 Penalty: 4187.037109
	Iteration 127Q: 3 clusters Score -404169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -404170.437500 Penalty: 4187.037109
	Iteration 128Q: 3 clusters Score -404170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -404171.937500 Penalty: 4187.037109
	Iteration 129Q: 3 clusters Score -404171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -404173.562500 Penalty: 4187.037109
	Iteration 130Q: 3 clusters Score -404173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -404174.156250 Penalty: 4187.037109
	Iteration 131Q: 3 clusters Score -404174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -404175.781250 Penalty: 4187.037109
	Iteration 132Q: 3 clusters Score -404175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -404176.437500 Penalty: 4187.037109
	Iteration 133Q: 3 clusters Score -404176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -404176.968750 Penalty: 4187.037109
	Iteration 134Q: 3 clusters Score -404177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -404177.656250 Penalty: 4187.037109
	Iteration 135Q: 3 clusters Score -404177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -404178.656250 Penalty: 4187.037109
	Iteration 136Q: 3 clusters Score -404178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -404178.656250 Penalty: 4187.037109
	Iteration 137F: 3 clusters Score -404178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Entering Unmasked Estep 
Score: -2056435.750000 Penalty: 2499.299072
	Iteration 0F: 2 clusters Score -2056436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2039933.000000 Penalty: 4998.598145
	Iteration 0F: 3 clusters Score -2039933 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2045726.375000 Penalty: 4998.598145
	Iteration 1F: 3 clusters Score -2045726 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2046238.500000 Penalty: 4998.598145
	Iteration 2F: 3 clusters Score -2046238 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2046671.750000 Penalty: 4998.598145
	Iteration 3Q: 3 clusters Score -2046672 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2047097.125000 Penalty: 4998.598145
	Iteration 4Q: 3 clusters Score -2047097 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2047570.250000 Penalty: 4998.598145
	Iteration 5Q: 3 clusters Score -2047570 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2048114.375000 Penalty: 4998.598145
	Iteration 6Q: 3 clusters Score -2048114 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2048731.250000 Penalty: 4998.598145
	Iteration 7Q: 3 clusters Score -2048731 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2049353.625000 Penalty: 4998.598145
	Iteration 8Q: 3 clusters Score -2049354 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2049955.750000 Penalty: 4998.598145
	Iteration 9Q: 3 clusters Score -2049956 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2050561.375000 Penalty: 4998.598145
	Iteration 10Q: 3 clusters Score -2050561 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2051109.625000 Penalty: 4998.598145
	Iteration 11Q: 3 clusters Score -2051110 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2051545.000000 Penalty: 4998.598145
	Iteration 12Q: 3 clusters Score -2051545 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2051897.625000 Penalty: 4998.598145
	Iteration 13Q: 3 clusters Score -2051898 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2052171.500000 Penalty: 4998.598145
	Iteration 14Q: 3 clusters Score -2052172 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2052433.125000 Penalty: 4998.598145
	Iteration 15Q: 3 clusters Score -2052433 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2052649.000000 Penalty: 4998.598145
	Iteration 16Q: 3 clusters Score -2052649 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2052838.000000 Penalty: 4998.598145
	Iteration 17Q: 3 clusters Score -2052838 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2053001.875000 Penalty: 4998.598145
	Iteration 18Q: 3 clusters Score -2053002 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2053182.625000 Penalty: 4998.598145
	Iteration 19Q: 3 clusters Score -2053183 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2053344.375000 Penalty: 4998.598145
	Iteration 20F: 3 clusters Score -2053344 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2053533.750000 Penalty: 4998.598145
	Iteration 21Q: 3 clusters Score -2053534 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2053689.125000 Penalty: 4998.598145
	Iteration 22Q: 3 clusters Score -2053689 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2053825.500000 Penalty: 4998.598145
	Iteration 23Q: 3 clusters Score -2053826 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2053976.250000 Penalty: 4998.598145
	Iteration 24Q: 3 clusters Score -2053976 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2054171.375000 Penalty: 4998.598145
	Iteration 25Q: 3 clusters Score -2054171 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2054442.000000 Penalty: 4998.598145
	Iteration 26Q: 3 clusters Score -2054442 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2054701.125000 Penalty: 4998.598145
	Iteration 27Q: 3 clusters Score -2054701 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2054865.875000 Penalty: 4998.598145
	Iteration 28Q: 3 clusters Score -2054866 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2054950.750000 Penalty: 4998.598145
	Iteration 29Q: 3 clusters Score -2054951 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2055011.375000 Penalty: 4998.598145
	Iteration 30Q: 3 clusters Score -2055011 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2055044.375000 Penalty: 4998.598145
	Iteration 31Q: 3 clusters Score -2055044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2055056.000000 Penalty: 4998.598145
	Iteration 32Q: 3 clusters Score -2055056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2055074.750000 Penalty: 4998.598145
	Iteration 33Q: 3 clusters Score -2055075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2055092.875000 Penalty: 4998.598145
	Iteration 34Q: 3 clusters Score -2055093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2055109.875000 Penalty: 4998.598145
	Iteration 35Q: 3 clusters Score -2055110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2055123.750000 Penalty: 4998.598145
	Iteration 36Q: 3 clusters Score -2055124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2055123.625000 Penalty: 4998.598145
	Iteration 37Q: 3 clusters Score -2055124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2055130.375000 Penalty: 4998.598145
	Iteration 38Q: 3 clusters Score -2055130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2055132.000000 Penalty: 4998.598145
	Iteration 39Q: 3 clusters Score -2055132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2055133.625000 Penalty: 4998.598145
	Iteration 40F: 3 clusters Score -2055134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2055140.500000 Penalty: 4998.598145
	Iteration 41Q: 3 clusters Score -2055140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2055147.500000 Penalty: 4998.598145
	Iteration 42Q: 3 clusters Score -2055148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2055147.250000 Penalty: 4998.598145
	Iteration 43Q: 3 clusters Score -2055147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2055148.625000 Penalty: 4998.598145
	Iteration 44Q: 3 clusters Score -2055149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2055152.125000 Penalty: 4998.598145
	Iteration 45Q: 3 clusters Score -2055152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2055157.125000 Penalty: 4998.598145
	Iteration 46Q: 3 clusters Score -2055157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2055160.500000 Penalty: 4998.598145
	Iteration 47Q: 3 clusters Score -2055160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2055167.625000 Penalty: 4998.598145
	Iteration 48Q: 3 clusters Score -2055168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2055170.625000 Penalty: 4998.598145
	Iteration 49Q: 3 clusters Score -2055171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2055181.625000 Penalty: 4998.598145
	Iteration 50Q: 3 clusters Score -2055182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2055187.875000 Penalty: 4998.598145
	Iteration 51Q: 3 clusters Score -2055188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2055189.000000 Penalty: 4998.598145
	Iteration 52Q: 3 clusters Score -2055189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2055201.125000 Penalty: 4998.598145
	Iteration 53Q: 3 clusters Score -2055201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2055209.500000 Penalty: 4998.598145
	Iteration 54Q: 3 clusters Score -2055210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2055212.250000 Penalty: 4998.598145
	Iteration 55Q: 3 clusters Score -2055212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2055212.375000 Penalty: 4998.598145
	Iteration 56Q: 3 clusters Score -2055212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2055228.125000 Penalty: 4998.598145
	Iteration 57Q: 3 clusters Score -2055228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2055237.750000 Penalty: 4998.598145
	Iteration 58Q: 3 clusters Score -2055238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2055249.750000 Penalty: 4998.598145
	Iteration 59Q: 3 clusters Score -2055250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2055256.750000 Penalty: 4998.598145
	Iteration 60F: 3 clusters Score -2055257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2055265.000000 Penalty: 4998.598145
	Iteration 61Q: 3 clusters Score -2055265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2055280.250000 Penalty: 4998.598145
	Iteration 62Q: 3 clusters Score -2055280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2055290.000000 Penalty: 4998.598145
	Iteration 63Q: 3 clusters Score -2055290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2055302.250000 Penalty: 4998.598145
	Iteration 64Q: 3 clusters Score -2055302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2055315.000000 Penalty: 4998.598145
	Iteration 65Q: 3 clusters Score -2055315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2055321.125000 Penalty: 4998.598145
	Iteration 66Q: 3 clusters Score -2055321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2055334.875000 Penalty: 4998.598145
	Iteration 67Q: 3 clusters Score -2055335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2055339.000000 Penalty: 4998.598145
	Iteration 68Q: 3 clusters Score -2055339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2055350.500000 Penalty: 4998.598145
	Iteration 69Q: 3 clusters Score -2055350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2055360.875000 Penalty: 4998.598145
	Iteration 70Q: 3 clusters Score -2055361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2055373.500000 Penalty: 4998.598145
	Iteration 71Q: 3 clusters Score -2055374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2055378.375000 Penalty: 4998.598145
	Iteration 72Q: 3 clusters Score -2055378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2055386.500000 Penalty: 4998.598145
	Iteration 73Q: 3 clusters Score -2055386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2055399.125000 Penalty: 4998.598145
	Iteration 74Q: 3 clusters Score -2055399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2055408.000000 Penalty: 4998.598145
	Iteration 75Q: 3 clusters Score -2055408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2055420.250000 Penalty: 4998.598145
	Iteration 76Q: 3 clusters Score -2055420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2055427.750000 Penalty: 4998.598145
	Iteration 77Q: 3 clusters Score -2055428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2055437.000000 Penalty: 4998.598145
	Iteration 78Q: 3 clusters Score -2055437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2055449.500000 Penalty: 4998.598145
	Iteration 79Q: 3 clusters Score -2055450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2055457.125000 Penalty: 4998.598145
	Iteration 80F: 3 clusters Score -2055457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2055464.375000 Penalty: 4998.598145
	Iteration 81Q: 3 clusters Score -2055464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2055467.375000 Penalty: 4998.598145
	Iteration 82Q: 3 clusters Score -2055467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2055473.875000 Penalty: 4998.598145
	Iteration 83Q: 3 clusters Score -2055474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2055480.750000 Penalty: 4998.598145
	Iteration 84Q: 3 clusters Score -2055481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2055486.750000 Penalty: 4998.598145
	Iteration 85Q: 3 clusters Score -2055487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2055487.750000 Penalty: 4998.598145
	Iteration 86Q: 3 clusters Score -2055488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2055489.500000 Penalty: 4998.598145
	Iteration 87Q: 3 clusters Score -2055490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2055491.250000 Penalty: 4998.598145
	Iteration 88Q: 3 clusters Score -2055491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2055492.500000 Penalty: 4998.598145
	Iteration 89Q: 3 clusters Score -2055492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2055495.125000 Penalty: 4998.598145
	Iteration 90Q: 3 clusters Score -2055495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2055498.750000 Penalty: 4998.598145
	Iteration 91Q: 3 clusters Score -2055499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2055501.375000 Penalty: 4998.598145
	Iteration 92Q: 3 clusters Score -2055501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2055501.625000 Penalty: 4998.598145
	Iteration 93Q: 3 clusters Score -2055502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2055501.625000 Penalty: 4998.598145
	Iteration 94F: 3 clusters Score -2055502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -397840.562500 Penalty: 2087.782227
	Iteration 0F: 2 clusters Score -397840.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -393604.500000 Penalty: 4175.564453
	Iteration 0F: 3 clusters Score -393604.5 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -394551.062500 Penalty: 4175.564453
	Iteration 1F: 3 clusters Score -394551.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -394752.156250 Penalty: 4175.564453
	Iteration 2F: 3 clusters Score -394752.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -394874.968750 Penalty: 4175.564453
	Iteration 3F: 3 clusters Score -394875 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -394969.531250 Penalty: 4175.564453
	Iteration 4Q: 3 clusters Score -394969.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -395031.875000 Penalty: 4175.564453
	Iteration 5Q: 3 clusters Score -395031.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -395078.625000 Penalty: 4175.564453
	Iteration 6Q: 3 clusters Score -395078.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -395115.375000 Penalty: 4175.564453
	Iteration 7Q: 3 clusters Score -395115.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -395140.375000 Penalty: 4175.564453
	Iteration 8Q: 3 clusters Score -395140.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -395159.375000 Penalty: 4175.564453
	Iteration 9Q: 3 clusters Score -395159.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -395179.218750 Penalty: 4175.564453
	Iteration 10Q: 3 clusters Score -395179.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -395195.625000 Penalty: 4175.564453
	Iteration 11Q: 3 clusters Score -395195.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -395210.312500 Penalty: 4175.564453
	Iteration 12Q: 3 clusters Score -395210.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -395225.656250 Penalty: 4175.564453
	Iteration 13Q: 3 clusters Score -395225.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -395240.500000 Penalty: 4175.564453
	Iteration 14Q: 3 clusters Score -395240.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -395258.375000 Penalty: 4175.564453
	Iteration 15Q: 3 clusters Score -395258.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -395278.593750 Penalty: 4175.564453
	Iteration 16Q: 3 clusters Score -395278.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -395295.718750 Penalty: 4175.564453
	Iteration 17Q: 3 clusters Score -395295.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -395315.312500 Penalty: 4175.564453
	Iteration 18Q: 3 clusters Score -395315.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -395340.000000 Penalty: 4175.564453
	Iteration 19Q: 3 clusters Score -395340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -395365.000000 Penalty: 4175.564453
	Iteration 20F: 3 clusters Score -395365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -395389.406250 Penalty: 4175.564453
	Iteration 21Q: 3 clusters Score -395389.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -395411.843750 Penalty: 4175.564453
	Iteration 22Q: 3 clusters Score -395411.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -395437.312500 Penalty: 4175.564453
	Iteration 23Q: 3 clusters Score -395437.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -395458.500000 Penalty: 4175.564453
	Iteration 24Q: 3 clusters Score -395458.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -395478.250000 Penalty: 4175.564453
	Iteration 25Q: 3 clusters Score -395478.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -395492.718750 Penalty: 4175.564453
	Iteration 26Q: 3 clusters Score -395492.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -395510.625000 Penalty: 4175.564453
	Iteration 27Q: 3 clusters Score -395510.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -395530.406250 Penalty: 4175.564453
	Iteration 28Q: 3 clusters Score -395530.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -395549.531250 Penalty: 4175.564453
	Iteration 29Q: 3 clusters Score -395549.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -395578.375000 Penalty: 4175.564453
	Iteration 30Q: 3 clusters Score -395578.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -395608.875000 Penalty: 4175.564453
	Iteration 31Q: 3 clusters Score -395608.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -395637.781250 Penalty: 4175.564453
	Iteration 32Q: 3 clusters Score -395637.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -395667.750000 Penalty: 4175.564453
	Iteration 33Q: 3 clusters Score -395667.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -395692.250000 Penalty: 4175.564453
	Iteration 34Q: 3 clusters Score -395692.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -395718.156250 Penalty: 4175.564453
	Iteration 35Q: 3 clusters Score -395718.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -395750.031250 Penalty: 4175.564453
	Iteration 36Q: 3 clusters Score -395750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -395782.375000 Penalty: 4175.564453
	Iteration 37Q: 3 clusters Score -395782.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -395824.031250 Penalty: 4175.564453
	Iteration 38Q: 3 clusters Score -395824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -395852.625000 Penalty: 4175.564453
	Iteration 39Q: 3 clusters Score -395852.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -395880.562500 Penalty: 4175.564453
	Iteration 40F: 3 clusters Score -395880.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -395905.031250 Penalty: 4175.564453
	Iteration 41Q: 3 clusters Score -395905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -395930.218750 Penalty: 4175.564453
	Iteration 42Q: 3 clusters Score -395930.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -395953.031250 Penalty: 4175.564453
	Iteration 43Q: 3 clusters Score -395953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -395971.156250 Penalty: 4175.564453
	Iteration 44Q: 3 clusters Score -395971.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -395986.531250 Penalty: 4175.564453
	Iteration 45Q: 3 clusters Score -395986.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -396003.312500 Penalty: 4175.564453
	Iteration 46Q: 3 clusters Score -396003.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -396016.187500 Penalty: 4175.564453
	Iteration 47Q: 3 clusters Score -396016.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -396029.093750 Penalty: 4175.564453
	Iteration 48Q: 3 clusters Score -396029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -396039.500000 Penalty: 4175.564453
	Iteration 49Q: 3 clusters Score -396039.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -396051.781250 Penalty: 4175.564453
	Iteration 50Q: 3 clusters Score -396051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -396057.812500 Penalty: 4175.564453
	Iteration 51Q: 3 clusters Score -396057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -396063.531250 Penalty: 4175.564453
	Iteration 52Q: 3 clusters Score -396063.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -396067.343750 Penalty: 4175.564453
	Iteration 53Q: 3 clusters Score -396067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -396071.250000 Penalty: 4175.564453
	Iteration 54Q: 3 clusters Score -396071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -396072.093750 Penalty: 4175.564453
	Iteration 55Q: 3 clusters Score -396072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -396076.218750 Penalty: 4175.564453
	Iteration 56Q: 3 clusters Score -396076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -396078.156250 Penalty: 4175.564453
	Iteration 57Q: 3 clusters Score -396078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -396080.906250 Penalty: 4175.564453
	Iteration 58Q: 3 clusters Score -396080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -396084.687500 Penalty: 4175.564453
	Iteration 59Q: 3 clusters Score -396084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -396089.218750 Penalty: 4175.564453
	Iteration 60F: 3 clusters Score -396089.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -396094.093750 Penalty: 4175.564453
	Iteration 61Q: 3 clusters Score -396094.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -396097.343750 Penalty: 4175.564453
	Iteration 62Q: 3 clusters Score -396097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -396102.187500 Penalty: 4175.564453
	Iteration 63Q: 3 clusters Score -396102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -396104.062500 Penalty: 4175.564453
	Iteration 64Q: 3 clusters Score -396104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -396106.187500 Penalty: 4175.564453
	Iteration 65Q: 3 clusters Score -396106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -396107.437500 Penalty: 4175.564453
	Iteration 66Q: 3 clusters Score -396107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -396109.343750 Penalty: 4175.564453
	Iteration 67Q: 3 clusters Score -396109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -396110.500000 Penalty: 4175.564453
	Iteration 68Q: 3 clusters Score -396110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -396110.500000 Penalty: 4175.564453
	Iteration 69F: 3 clusters Score -396110.5 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: -274647.968750 Penalty: 2052.671875
	Iteration 0F: 2 clusters Score -274648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -270897.093750 Penalty: 4105.343750
	Iteration 0F: 3 clusters Score -270897.1 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -272223.750000 Penalty: 4105.343750
	Iteration 1F: 3 clusters Score -272223.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -272905.875000 Penalty: 4105.343750
	Iteration 2F: 3 clusters Score -272905.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -273458.406250 Penalty: 4105.343750
	Iteration 3F: 3 clusters Score -273458.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -273767.437500 Penalty: 4105.343750
	Iteration 4F: 3 clusters Score -273767.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -273940.468750 Penalty: 4105.343750
	Iteration 5Q: 3 clusters Score -273940.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -274016.656250 Penalty: 4105.343750
	Iteration 6Q: 3 clusters Score -274016.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -274063.218750 Penalty: 4105.343750
	Iteration 7Q: 3 clusters Score -274063.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -274098.937500 Penalty: 4105.343750
	Iteration 8Q: 3 clusters Score -274098.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -274130.468750 Penalty: 4105.343750
	Iteration 9Q: 3 clusters Score -274130.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -274150.500000 Penalty: 4105.343750
	Iteration 10Q: 3 clusters Score -274150.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -274169.843750 Penalty: 4105.343750
	Iteration 11Q: 3 clusters Score -274169.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -274183.062500 Penalty: 4105.343750
	Iteration 12Q: 3 clusters Score -274183.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -274195.750000 Penalty: 4105.343750
	Iteration 13Q: 3 clusters Score -274195.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -274206.843750 Penalty: 4105.343750
	Iteration 14Q: 3 clusters Score -274206.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -274216.187500 Penalty: 4105.343750
	Iteration 15Q: 3 clusters Score -274216.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -274220.687500 Penalty: 4105.343750
	Iteration 16Q: 3 clusters Score -274220.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -274223.625000 Penalty: 4105.343750
	Iteration 17Q: 3 clusters Score -274223.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -274227.781250 Penalty: 4105.343750
	Iteration 18Q: 3 clusters Score -274227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -274230.250000 Penalty: 4105.343750
	Iteration 19Q: 3 clusters Score -274230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -274234.375000 Penalty: 4105.343750
	Iteration 20F: 3 clusters Score -274234.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -274235.718750 Penalty: 4105.343750
	Iteration 21Q: 3 clusters Score -274235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -274238.031250 Penalty: 4105.343750
	Iteration 22Q: 3 clusters Score -274238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -274240.843750 Penalty: 4105.343750
	Iteration 23Q: 3 clusters Score -274240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -274241.687500 Penalty: 4105.343750
	Iteration 24Q: 3 clusters Score -274241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -274243.437500 Penalty: 4105.343750
	Iteration 25Q: 3 clusters Score -274243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -274243.156250 Penalty: 4105.343750
	Iteration 26Q: 3 clusters Score -274243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -274244.718750 Penalty: 4105.343750
	Iteration 27Q: 3 clusters Score -274244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -274244.718750 Penalty: 4105.343750
	Iteration 28F: 3 clusters Score -274244.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Entering Unmasked Estep 
Score: -848949.375000 Penalty: 2278.850342
	Iteration 0F: 2 clusters Score -848949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -841479.000000 Penalty: 4557.700684
	Iteration 0F: 3 clusters Score -841479 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -843590.125000 Penalty: 4557.700684
	Iteration 1F: 3 clusters Score -843590.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -843829.937500 Penalty: 4557.700684
	Iteration 2F: 3 clusters Score -843829.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -843999.625000 Penalty: 4557.700684
	Iteration 3Q: 3 clusters Score -843999.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -844136.125000 Penalty: 4557.700684
	Iteration 4Q: 3 clusters Score -844136.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -844251.500000 Penalty: 4557.700684
	Iteration 5Q: 3 clusters Score -844251.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -844362.125000 Penalty: 4557.700684
	Iteration 6Q: 3 clusters Score -844362.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -844474.875000 Penalty: 4557.700684
	Iteration 7Q: 3 clusters Score -844474.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -844604.437500 Penalty: 4557.700684
	Iteration 8Q: 3 clusters Score -844604.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -844782.500000 Penalty: 4557.700684
	Iteration 9Q: 3 clusters Score -844782.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -845005.125000 Penalty: 4557.700684
	Iteration 10Q: 3 clusters Score -845005.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -845259.187500 Penalty: 4557.700684
	Iteration 11Q: 3 clusters Score -845259.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -845526.250000 Penalty: 4557.700684
	Iteration 12Q: 3 clusters Score -845526.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -845835.187500 Penalty: 4557.700684
	Iteration 13Q: 3 clusters Score -845835.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -846132.812500 Penalty: 4557.700684
	Iteration 14Q: 3 clusters Score -846132.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -846375.500000 Penalty: 4557.700684
	Iteration 15Q: 3 clusters Score -846375.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -846545.312500 Penalty: 4557.700684
	Iteration 16Q: 3 clusters Score -846545.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -846670.312500 Penalty: 4557.700684
	Iteration 17Q: 3 clusters Score -846670.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -846741.375000 Penalty: 4557.700684
	Iteration 18Q: 3 clusters Score -846741.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -846793.000000 Penalty: 4557.700684
	Iteration 19Q: 3 clusters Score -846793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -846827.250000 Penalty: 4557.700684
	Iteration 20F: 3 clusters Score -846827.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -846859.187500 Penalty: 4557.700684
	Iteration 21Q: 3 clusters Score -846859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -846874.062500 Penalty: 4557.700684
	Iteration 22Q: 3 clusters Score -846874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -846877.687500 Penalty: 4557.700684
	Iteration 23Q: 3 clusters Score -846877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -846880.875000 Penalty: 4557.700684
	Iteration 24Q: 3 clusters Score -846880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -846884.437500 Penalty: 4557.700684
	Iteration 25Q: 3 clusters Score -846884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -846885.375000 Penalty: 4557.700684
	Iteration 26Q: 3 clusters Score -846885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -846885.375000 Penalty: 4557.700684
	Iteration 27F: 3 clusters Score -846885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Entering Unmasked Estep 
Score: -838411.187500 Penalty: 2274.144043
	Iteration 0F: 2 clusters Score -838411.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -831028.750000 Penalty: 4548.288086
	Iteration 0F: 3 clusters Score -831028.8 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -833250.750000 Penalty: 4548.288086
	Iteration 1F: 3 clusters Score -833250.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -833688.875000 Penalty: 4548.288086
	Iteration 2F: 3 clusters Score -833688.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -834159.125000 Penalty: 4548.288086
	Iteration 3F: 3 clusters Score -834159.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -834662.625000 Penalty: 4548.288086
	Iteration 4F: 3 clusters Score -834662.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -835133.562500 Penalty: 4548.288086
	Iteration 5F: 3 clusters Score -835133.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -835521.687500 Penalty: 4548.288086
	Iteration 6F: 3 clusters Score -835521.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -835842.937500 Penalty: 4548.288086
	Iteration 7Q: 3 clusters Score -835842.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -836042.562500 Penalty: 4548.288086
	Iteration 8Q: 3 clusters Score -836042.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -836155.875000 Penalty: 4548.288086
	Iteration 9Q: 3 clusters Score -836155.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -836229.562500 Penalty: 4548.288086
	Iteration 10Q: 3 clusters Score -836229.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -836286.500000 Penalty: 4548.288086
	Iteration 11Q: 3 clusters Score -836286.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -836331.375000 Penalty: 4548.288086
	Iteration 12Q: 3 clusters Score -836331.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -836365.812500 Penalty: 4548.288086
	Iteration 13Q: 3 clusters Score -836365.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -836389.812500 Penalty: 4548.288086
	Iteration 14Q: 3 clusters Score -836389.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -836411.625000 Penalty: 4548.288086
	Iteration 15Q: 3 clusters Score -836411.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -836426.187500 Penalty: 4548.288086
	Iteration 16Q: 3 clusters Score -836426.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -836447.625000 Penalty: 4548.288086
	Iteration 17Q: 3 clusters Score -836447.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -836468.250000 Penalty: 4548.288086
	Iteration 18Q: 3 clusters Score -836468.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -836488.312500 Penalty: 4548.288086
	Iteration 19Q: 3 clusters Score -836488.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -836509.812500 Penalty: 4548.288086
	Iteration 20F: 3 clusters Score -836509.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -836527.625000 Penalty: 4548.288086
	Iteration 21Q: 3 clusters Score -836527.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -836539.187500 Penalty: 4548.288086
	Iteration 22Q: 3 clusters Score -836539.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -836548.375000 Penalty: 4548.288086
	Iteration 23Q: 3 clusters Score -836548.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -836560.187500 Penalty: 4548.288086
	Iteration 24Q: 3 clusters Score -836560.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -836567.250000 Penalty: 4548.288086
	Iteration 25Q: 3 clusters Score -836567.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -836578.312500 Penalty: 4548.288086
	Iteration 26Q: 3 clusters Score -836578.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -836590.125000 Penalty: 4548.288086
	Iteration 27Q: 3 clusters Score -836590.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -836600.187500 Penalty: 4548.288086
	Iteration 28Q: 3 clusters Score -836600.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -836617.375000 Penalty: 4548.288086
	Iteration 29Q: 3 clusters Score -836617.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -836627.125000 Penalty: 4548.288086
	Iteration 30Q: 3 clusters Score -836627.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -836637.937500 Penalty: 4548.288086
	Iteration 31Q: 3 clusters Score -836637.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -836645.937500 Penalty: 4548.288086
	Iteration 32Q: 3 clusters Score -836645.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -836658.312500 Penalty: 4548.288086
	Iteration 33Q: 3 clusters Score -836658.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -836664.250000 Penalty: 4548.288086
	Iteration 34Q: 3 clusters Score -836664.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -836673.500000 Penalty: 4548.288086
	Iteration 35Q: 3 clusters Score -836673.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -836680.937500 Penalty: 4548.288086
	Iteration 36Q: 3 clusters Score -836680.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -836688.250000 Penalty: 4548.288086
	Iteration 37Q: 3 clusters Score -836688.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -836692.750000 Penalty: 4548.288086
	Iteration 38Q: 3 clusters Score -836692.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -836696.437500 Penalty: 4548.288086
	Iteration 39Q: 3 clusters Score -836696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -836695.125000 Penalty: 4548.288086
	Iteration 40F: 3 clusters Score -836695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -836697.375000 Penalty: 4548.288086
	Iteration 41Q: 3 clusters Score -836697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -836698.187500 Penalty: 4548.288086
	Iteration 42Q: 3 clusters Score -836698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -836701.875000 Penalty: 4548.288086
	Iteration 43Q: 3 clusters Score -836701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -836701.187500 Penalty: 4548.288086
	Iteration 44Q: 3 clusters Score -836701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -836700.812500 Penalty: 4548.288086
	Iteration 45Q: 3 clusters Score -836700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -836701.312500 Penalty: 4548.288086
	Iteration 46Q: 3 clusters Score -836701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -836701.500000 Penalty: 4548.288086
	Iteration 47Q: 3 clusters Score -836701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -836700.250000 Penalty: 4548.288086
	Iteration 48Q: 3 clusters Score -836700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -836700.562500 Penalty: 4548.288086
	Iteration 49Q: 3 clusters Score -836700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -836700.562500 Penalty: 4548.288086
	Iteration 50F: 3 clusters Score -836700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Entering Unmasked Estep 
Score: -534929.375000 Penalty: 2188.775146
	Iteration 0F: 2 clusters Score -534929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -529303.937500 Penalty: 4377.550293
	Iteration 0F: 3 clusters Score -529303.9 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -530872.500000 Penalty: 4377.550293
	Iteration 1F: 3 clusters Score -530872.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -531192.625000 Penalty: 4377.550293
	Iteration 2F: 3 clusters Score -531192.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -531483.562500 Penalty: 4377.550293
	Iteration 3F: 3 clusters Score -531483.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -531855.312500 Penalty: 4377.550293
	Iteration 4F: 3 clusters Score -531855.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -532252.125000 Penalty: 4377.550293
	Iteration 5F: 3 clusters Score -532252.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -532638.000000 Penalty: 4377.550293
	Iteration 6F: 3 clusters Score -532638 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -533019.312500 Penalty: 4377.550293
	Iteration 7F: 3 clusters Score -533019.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -533353.937500 Penalty: 4377.550293
	Iteration 8Q: 3 clusters Score -533353.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -533572.125000 Penalty: 4377.550293
	Iteration 9Q: 3 clusters Score -533572.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -533717.437500 Penalty: 4377.550293
	Iteration 10Q: 3 clusters Score -533717.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -533796.500000 Penalty: 4377.550293
	Iteration 11Q: 3 clusters Score -533796.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -533869.562500 Penalty: 4377.550293
	Iteration 12Q: 3 clusters Score -533869.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -533931.937500 Penalty: 4377.550293
	Iteration 13Q: 3 clusters Score -533931.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -533978.812500 Penalty: 4377.550293
	Iteration 14Q: 3 clusters Score -533978.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -533997.250000 Penalty: 4377.550293
	Iteration 15Q: 3 clusters Score -533997.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -534011.562500 Penalty: 4377.550293
	Iteration 16Q: 3 clusters Score -534011.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -534025.125000 Penalty: 4377.550293
	Iteration 17Q: 3 clusters Score -534025.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -534040.250000 Penalty: 4377.550293
	Iteration 18Q: 3 clusters Score -534040.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -534052.000000 Penalty: 4377.550293
	Iteration 19Q: 3 clusters Score -534052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -534062.375000 Penalty: 4377.550293
	Iteration 20F: 3 clusters Score -534062.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -534068.187500 Penalty: 4377.550293
	Iteration 21Q: 3 clusters Score -534068.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -534072.062500 Penalty: 4377.550293
	Iteration 22Q: 3 clusters Score -534072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -534074.250000 Penalty: 4377.550293
	Iteration 23Q: 3 clusters Score -534074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -534077.500000 Penalty: 4377.550293
	Iteration 24Q: 3 clusters Score -534077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -534078.687500 Penalty: 4377.550293
	Iteration 25Q: 3 clusters Score -534078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -534078.812500 Penalty: 4377.550293
	Iteration 26Q: 3 clusters Score -534078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -534081.187500 Penalty: 4377.550293
	Iteration 27Q: 3 clusters Score -534081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -534084.562500 Penalty: 4377.550293
	Iteration 28Q: 3 clusters Score -534084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -534087.000000 Penalty: 4377.550293
	Iteration 29Q: 3 clusters Score -534087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -534089.687500 Penalty: 4377.550293
	Iteration 30Q: 3 clusters Score -534089.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -534091.562500 Penalty: 4377.550293
	Iteration 31Q: 3 clusters Score -534091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -534092.750000 Penalty: 4377.550293
	Iteration 32Q: 3 clusters Score -534092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -534093.250000 Penalty: 4377.550293
	Iteration 33Q: 3 clusters Score -534093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -534095.812500 Penalty: 4377.550293
	Iteration 34Q: 3 clusters Score -534095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -534095.812500 Penalty: 4377.550293
	Iteration 35F: 3 clusters Score -534095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Entering Unmasked Estep 
Score: -2217076.250000 Penalty: 2520.472168
	Iteration 0F: 2 clusters Score -2217076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2199021.000000 Penalty: 5040.944336
	Iteration 0F: 3 clusters Score -2199021 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2205357.500000 Penalty: 5040.944336
	Iteration 1F: 3 clusters Score -2205358 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2205894.500000 Penalty: 5040.944336
	Iteration 2F: 3 clusters Score -2205894 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2206394.000000 Penalty: 5040.944336
	Iteration 3Q: 3 clusters Score -2206394 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2207025.250000 Penalty: 5040.944336
	Iteration 4Q: 3 clusters Score -2207025 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2207898.500000 Penalty: 5040.944336
	Iteration 5F: 3 clusters Score -2207898 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2208981.750000 Penalty: 5040.944336
	Iteration 6F: 3 clusters Score -2208982 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2210199.500000 Penalty: 5040.944336
	Iteration 7F: 3 clusters Score -2210200 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2211440.000000 Penalty: 5040.944336
	Iteration 8F: 3 clusters Score -2211440 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2212422.500000 Penalty: 5040.944336
	Iteration 9Q: 3 clusters Score -2212422 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2213225.000000 Penalty: 5040.944336
	Iteration 10Q: 3 clusters Score -2213225 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2213811.500000 Penalty: 5040.944336
	Iteration 11Q: 3 clusters Score -2213812 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2214156.500000 Penalty: 5040.944336
	Iteration 12Q: 3 clusters Score -2214156 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2214381.250000 Penalty: 5040.944336
	Iteration 13Q: 3 clusters Score -2214381 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2214498.000000 Penalty: 5040.944336
	Iteration 14Q: 3 clusters Score -2214498 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2214554.750000 Penalty: 5040.944336
	Iteration 15Q: 3 clusters Score -2214555 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2214590.000000 Penalty: 5040.944336
	Iteration 16Q: 3 clusters Score -2214590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2214622.000000 Penalty: 5040.944336
	Iteration 17Q: 3 clusters Score -2214622 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2214646.750000 Penalty: 5040.944336
	Iteration 18Q: 3 clusters Score -2214647 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2214662.000000 Penalty: 5040.944336
	Iteration 19Q: 3 clusters Score -2214662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2214686.500000 Penalty: 5040.944336
	Iteration 20F: 3 clusters Score -2214686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2214702.000000 Penalty: 5040.944336
	Iteration 21Q: 3 clusters Score -2214702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2214707.750000 Penalty: 5040.944336
	Iteration 22Q: 3 clusters Score -2214708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2214708.750000 Penalty: 5040.944336
	Iteration 23Q: 3 clusters Score -2214709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2214718.750000 Penalty: 5040.944336
	Iteration 24Q: 3 clusters Score -2214719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2214730.500000 Penalty: 5040.944336
	Iteration 25Q: 3 clusters Score -2214730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2214733.500000 Penalty: 5040.944336
	Iteration 26Q: 3 clusters Score -2214734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2214740.500000 Penalty: 5040.944336
	Iteration 27Q: 3 clusters Score -2214740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2214743.500000 Penalty: 5040.944336
	Iteration 28Q: 3 clusters Score -2214744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2214744.500000 Penalty: 5040.944336
	Iteration 29Q: 3 clusters Score -2214744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2214745.000000 Penalty: 5040.944336
	Iteration 30Q: 3 clusters Score -2214745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2214746.500000 Penalty: 5040.944336
	Iteration 31Q: 3 clusters Score -2214746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2214753.500000 Penalty: 5040.944336
	Iteration 32Q: 3 clusters Score -2214754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2214756.750000 Penalty: 5040.944336
	Iteration 33Q: 3 clusters Score -2214757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2214755.250000 Penalty: 5040.944336
	Iteration 34Q: 3 clusters Score -2214755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2214760.500000 Penalty: 5040.944336
	Iteration 35Q: 3 clusters Score -2214760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2214766.000000 Penalty: 5040.944336
	Iteration 36Q: 3 clusters Score -2214766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2214772.500000 Penalty: 5040.944336
	Iteration 37Q: 3 clusters Score -2214772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2214775.500000 Penalty: 5040.944336
	Iteration 38Q: 3 clusters Score -2214776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2214779.500000 Penalty: 5040.944336
	Iteration 39Q: 3 clusters Score -2214780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2214781.500000 Penalty: 5040.944336
	Iteration 40F: 3 clusters Score -2214782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2214786.000000 Penalty: 5040.944336
	Iteration 41Q: 3 clusters Score -2214786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2214788.750000 Penalty: 5040.944336
	Iteration 42Q: 3 clusters Score -2214789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2214792.250000 Penalty: 5040.944336
	Iteration 43Q: 3 clusters Score -2214792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2214796.500000 Penalty: 5040.944336
	Iteration 44Q: 3 clusters Score -2214796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2214801.000000 Penalty: 5040.944336
	Iteration 45Q: 3 clusters Score -2214801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2214801.500000 Penalty: 5040.944336
	Iteration 46Q: 3 clusters Score -2214802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2214808.500000 Penalty: 5040.944336
	Iteration 47Q: 3 clusters Score -2214808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2214813.250000 Penalty: 5040.944336
	Iteration 48Q: 3 clusters Score -2214813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2214813.500000 Penalty: 5040.944336
	Iteration 49Q: 3 clusters Score -2214814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2214810.750000 Penalty: 5040.944336
	Iteration 50Q: 3 clusters Score -2214811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2214814.500000 Penalty: 5040.944336
	Iteration 51Q: 3 clusters Score -2214814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2214812.000000 Penalty: 5040.944336
	Iteration 52Q: 3 clusters Score -2214812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2214816.000000 Penalty: 5040.944336
	Iteration 53Q: 3 clusters Score -2214816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2214821.250000 Penalty: 5040.944336
	Iteration 54Q: 3 clusters Score -2214821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -2214821.750000 Penalty: 5040.944336
	Iteration 55Q: 3 clusters Score -2214822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2214823.500000 Penalty: 5040.944336
	Iteration 56Q: 3 clusters Score -2214824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2214823.000000 Penalty: 5040.944336
	Iteration 57Q: 3 clusters Score -2214823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2214826.000000 Penalty: 5040.944336
	Iteration 58Q: 3 clusters Score -2214826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2214828.250000 Penalty: 5040.944336
	Iteration 59Q: 3 clusters Score -2214828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2214828.500000 Penalty: 5040.944336
	Iteration 60F: 3 clusters Score -2214828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2214825.750000 Penalty: 5040.944336
	Iteration 61Q: 3 clusters Score -2214826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2214825.750000 Penalty: 5040.944336
	Iteration 62F: 3 clusters Score -2214826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Entering Unmasked Estep 
Score: -642523.375000 Penalty: 2185.622070
	Iteration 0F: 2 clusters Score -642523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -636879.000000 Penalty: 4371.244141
	Iteration 0F: 3 clusters Score -636879 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -638322.937500 Penalty: 4371.244141
	Iteration 1F: 3 clusters Score -638322.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -638565.187500 Penalty: 4371.244141
	Iteration 2F: 3 clusters Score -638565.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -638719.812500 Penalty: 4371.244141
	Iteration 3F: 3 clusters Score -638719.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -638834.812500 Penalty: 4371.244141
	Iteration 4Q: 3 clusters Score -638834.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -638919.437500 Penalty: 4371.244141
	Iteration 5Q: 3 clusters Score -638919.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -638994.375000 Penalty: 4371.244141
	Iteration 6Q: 3 clusters Score -638994.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -639063.750000 Penalty: 4371.244141
	Iteration 7Q: 3 clusters Score -639063.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -639119.062500 Penalty: 4371.244141
	Iteration 8Q: 3 clusters Score -639119.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -639181.750000 Penalty: 4371.244141
	Iteration 9Q: 3 clusters Score -639181.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -639251.937500 Penalty: 4371.244141
	Iteration 10Q: 3 clusters Score -639251.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -639328.625000 Penalty: 4371.244141
	Iteration 11Q: 3 clusters Score -639328.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -639402.000000 Penalty: 4371.244141
	Iteration 12Q: 3 clusters Score -639402 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -639471.687500 Penalty: 4371.244141
	Iteration 13Q: 3 clusters Score -639471.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -639552.312500 Penalty: 4371.244141
	Iteration 14Q: 3 clusters Score -639552.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -639657.187500 Penalty: 4371.244141
	Iteration 15Q: 3 clusters Score -639657.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -639773.437500 Penalty: 4371.244141
	Iteration 16Q: 3 clusters Score -639773.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -639884.312500 Penalty: 4371.244141
	Iteration 17Q: 3 clusters Score -639884.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -639992.937500 Penalty: 4371.244141
	Iteration 18Q: 3 clusters Score -639992.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -640115.437500 Penalty: 4371.244141
	Iteration 19Q: 3 clusters Score -640115.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -640224.812500 Penalty: 4371.244141
	Iteration 20F: 3 clusters Score -640224.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -640329.687500 Penalty: 4371.244141
	Iteration 21Q: 3 clusters Score -640329.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -640410.687500 Penalty: 4371.244141
	Iteration 22Q: 3 clusters Score -640410.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -640487.875000 Penalty: 4371.244141
	Iteration 23Q: 3 clusters Score -640487.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -640537.062500 Penalty: 4371.244141
	Iteration 24Q: 3 clusters Score -640537.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -640575.000000 Penalty: 4371.244141
	Iteration 25Q: 3 clusters Score -640575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -640609.437500 Penalty: 4371.244141
	Iteration 26Q: 3 clusters Score -640609.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -640626.937500 Penalty: 4371.244141
	Iteration 27Q: 3 clusters Score -640626.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -640640.687500 Penalty: 4371.244141
	Iteration 28Q: 3 clusters Score -640640.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -640650.625000 Penalty: 4371.244141
	Iteration 29Q: 3 clusters Score -640650.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -640659.187500 Penalty: 4371.244141
	Iteration 30Q: 3 clusters Score -640659.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -640672.000000 Penalty: 4371.244141
	Iteration 31Q: 3 clusters Score -640672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -640682.187500 Penalty: 4371.244141
	Iteration 32Q: 3 clusters Score -640682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -640687.375000 Penalty: 4371.244141
	Iteration 33Q: 3 clusters Score -640687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -640690.937500 Penalty: 4371.244141
	Iteration 34Q: 3 clusters Score -640690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -640695.312500 Penalty: 4371.244141
	Iteration 35Q: 3 clusters Score -640695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -640696.437500 Penalty: 4371.244141
	Iteration 36Q: 3 clusters Score -640696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -640698.687500 Penalty: 4371.244141
	Iteration 37Q: 3 clusters Score -640698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -640700.375000 Penalty: 4371.244141
	Iteration 38Q: 3 clusters Score -640700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -640700.437500 Penalty: 4371.244141
	Iteration 39Q: 3 clusters Score -640700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -640700.437500 Penalty: 4371.244141
	Iteration 40F: 3 clusters Score -640700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -473518.625000 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -473518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -468669.125000 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -468669.1 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -469789.281250 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -469789.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -469976.656250 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -469976.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -470092.500000 Penalty: 4262.884277
	Iteration 3Q: 3 clusters Score -470092.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -470192.500000 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -470192.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -470291.031250 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -470291 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -470378.250000 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -470378.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -470440.437500 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -470440.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -470504.406250 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -470504.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -470560.437500 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -470560.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -470615.437500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -470615.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -470665.500000 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -470665.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -470707.906250 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -470707.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -470754.593750 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -470754.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -470804.062500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -470804.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -470861.250000 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -470861.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -470917.843750 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -470917.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -470978.625000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -470978.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -471041.656250 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -471041.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -471093.937500 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -471093.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -471158.781250 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -471158.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -471221.343750 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -471221.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -471293.312500 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -471293.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -471354.968750 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -471355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -471397.812500 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -471397.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -471426.125000 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -471426.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -471454.093750 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -471454.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -471482.156250 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -471482.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -471503.468750 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -471503.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -471523.125000 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -471523.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -471537.562500 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -471537.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -471552.468750 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -471552.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -471566.281250 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -471566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -471570.281250 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -471570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -471574.812500 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -471574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -471581.187500 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -471581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -471586.656250 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -471586.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -471594.593750 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -471594.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -471600.062500 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -471600.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -471606.156250 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -471606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -471608.281250 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -471608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -471609.500000 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -471609.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -471611.000000 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -471611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -471612.062500 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -471612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -471616.531250 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -471616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -471622.250000 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -471622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -471629.812500 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -471629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -471635.093750 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -471635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -471640.093750 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -471640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -471643.562500 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -471643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -471644.343750 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -471644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -471645.500000 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -471645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -471645.500000 Penalty: 4262.884277
	Iteration 52F: 3 clusters Score -471645.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -884884.625000 Penalty: 2285.771240
	Iteration 0F: 2 clusters Score -884884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -877226.250000 Penalty: 4571.542480
	Iteration 0F: 3 clusters Score -877226.2 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -879308.750000 Penalty: 4571.542480
	Iteration 1F: 3 clusters Score -879308.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -879615.937500 Penalty: 4571.542480
	Iteration 2F: 3 clusters Score -879615.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -879842.125000 Penalty: 4571.542480
	Iteration 3F: 3 clusters Score -879842.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -880001.750000 Penalty: 4571.542480
	Iteration 4Q: 3 clusters Score -880001.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -880117.500000 Penalty: 4571.542480
	Iteration 5Q: 3 clusters Score -880117.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -880205.187500 Penalty: 4571.542480
	Iteration 6Q: 3 clusters Score -880205.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -880285.187500 Penalty: 4571.542480
	Iteration 7Q: 3 clusters Score -880285.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -880351.687500 Penalty: 4571.542480
	Iteration 8Q: 3 clusters Score -880351.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -880424.187500 Penalty: 4571.542480
	Iteration 9Q: 3 clusters Score -880424.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -880499.000000 Penalty: 4571.542480
	Iteration 10Q: 3 clusters Score -880499 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -880582.375000 Penalty: 4571.542480
	Iteration 11Q: 3 clusters Score -880582.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -880679.437500 Penalty: 4571.542480
	Iteration 12Q: 3 clusters Score -880679.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -880805.687500 Penalty: 4571.542480
	Iteration 13Q: 3 clusters Score -880805.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -880974.062500 Penalty: 4571.542480
	Iteration 14Q: 3 clusters Score -880974.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -881190.187500 Penalty: 4571.542480
	Iteration 15Q: 3 clusters Score -881190.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -881414.125000 Penalty: 4571.542480
	Iteration 16Q: 3 clusters Score -881414.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -881665.437500 Penalty: 4571.542480
	Iteration 17Q: 3 clusters Score -881665.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -881911.062500 Penalty: 4571.542480
	Iteration 18Q: 3 clusters Score -881911.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -882122.875000 Penalty: 4571.542480
	Iteration 19Q: 3 clusters Score -882122.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -882317.375000 Penalty: 4571.542480
	Iteration 20F: 3 clusters Score -882317.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -882429.250000 Penalty: 4571.542480
	Iteration 21Q: 3 clusters Score -882429.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -882544.937500 Penalty: 4571.542480
	Iteration 22Q: 3 clusters Score -882544.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -882616.312500 Penalty: 4571.542480
	Iteration 23Q: 3 clusters Score -882616.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -882670.000000 Penalty: 4571.542480
	Iteration 24Q: 3 clusters Score -882670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -882711.500000 Penalty: 4571.542480
	Iteration 25Q: 3 clusters Score -882711.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -882748.250000 Penalty: 4571.542480
	Iteration 26Q: 3 clusters Score -882748.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -882781.812500 Penalty: 4571.542480
	Iteration 27Q: 3 clusters Score -882781.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -882801.000000 Penalty: 4571.542480
	Iteration 28Q: 3 clusters Score -882801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -882811.125000 Penalty: 4571.542480
	Iteration 29Q: 3 clusters Score -882811.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -882823.562500 Penalty: 4571.542480
	Iteration 30Q: 3 clusters Score -882823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -882830.687500 Penalty: 4571.542480
	Iteration 31Q: 3 clusters Score -882830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -882835.125000 Penalty: 4571.542480
	Iteration 32Q: 3 clusters Score -882835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -882837.250000 Penalty: 4571.542480
	Iteration 33Q: 3 clusters Score -882837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -882838.687500 Penalty: 4571.542480
	Iteration 34Q: 3 clusters Score -882838.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -882838.687500 Penalty: 4571.542480
	Iteration 35F: 3 clusters Score -882838.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Entering Unmasked Estep 
Score: -1804034.000000 Penalty: 2478.730469
	Iteration 0F: 2 clusters Score -1804034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1788699.625000 Penalty: 4957.460938
	Iteration 0F: 3 clusters Score -1788700 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1793893.625000 Penalty: 4957.460938
	Iteration 1F: 3 clusters Score -1793894 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1794462.250000 Penalty: 4957.460938
	Iteration 2F: 3 clusters Score -1794462 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1795070.125000 Penalty: 4957.460938
	Iteration 3F: 3 clusters Score -1795070 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1795684.250000 Penalty: 4957.460938
	Iteration 4F: 3 clusters Score -1795684 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1796274.250000 Penalty: 4957.460938
	Iteration 5F: 3 clusters Score -1796274 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1796807.625000 Penalty: 4957.460938
	Iteration 6Q: 3 clusters Score -1796808 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1797349.125000 Penalty: 4957.460938
	Iteration 7Q: 3 clusters Score -1797349 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1797847.875000 Penalty: 4957.460938
	Iteration 8Q: 3 clusters Score -1797848 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1798285.750000 Penalty: 4957.460938
	Iteration 9Q: 3 clusters Score -1798286 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1798704.375000 Penalty: 4957.460938
	Iteration 10Q: 3 clusters Score -1798704 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1799072.125000 Penalty: 4957.460938
	Iteration 11Q: 3 clusters Score -1799072 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1799353.250000 Penalty: 4957.460938
	Iteration 12Q: 3 clusters Score -1799353 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1799568.250000 Penalty: 4957.460938
	Iteration 13Q: 3 clusters Score -1799568 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1799736.375000 Penalty: 4957.460938
	Iteration 14Q: 3 clusters Score -1799736 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1799869.125000 Penalty: 4957.460938
	Iteration 15Q: 3 clusters Score -1799869 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1800015.125000 Penalty: 4957.460938
	Iteration 16Q: 3 clusters Score -1800015 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1800158.625000 Penalty: 4957.460938
	Iteration 17Q: 3 clusters Score -1800159 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1800311.875000 Penalty: 4957.460938
	Iteration 18Q: 3 clusters Score -1800312 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1800457.000000 Penalty: 4957.460938
	Iteration 19Q: 3 clusters Score -1800457 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1800608.125000 Penalty: 4957.460938
	Iteration 20F: 3 clusters Score -1800608 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1800757.500000 Penalty: 4957.460938
	Iteration 21Q: 3 clusters Score -1800758 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1800869.000000 Penalty: 4957.460938
	Iteration 22Q: 3 clusters Score -1800869 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1800970.625000 Penalty: 4957.460938
	Iteration 23Q: 3 clusters Score -1800971 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1801058.000000 Penalty: 4957.460938
	Iteration 24Q: 3 clusters Score -1801058 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1801161.000000 Penalty: 4957.460938
	Iteration 25Q: 3 clusters Score -1801161 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1801254.875000 Penalty: 4957.460938
	Iteration 26Q: 3 clusters Score -1801255 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1801339.250000 Penalty: 4957.460938
	Iteration 27Q: 3 clusters Score -1801339 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1801403.875000 Penalty: 4957.460938
	Iteration 28Q: 3 clusters Score -1801404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1801465.125000 Penalty: 4957.460938
	Iteration 29Q: 3 clusters Score -1801465 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1801508.375000 Penalty: 4957.460938
	Iteration 30Q: 3 clusters Score -1801508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1801531.625000 Penalty: 4957.460938
	Iteration 31Q: 3 clusters Score -1801532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1801556.000000 Penalty: 4957.460938
	Iteration 32Q: 3 clusters Score -1801556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1801576.875000 Penalty: 4957.460938
	Iteration 33Q: 3 clusters Score -1801577 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1801584.875000 Penalty: 4957.460938
	Iteration 34Q: 3 clusters Score -1801585 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1801600.500000 Penalty: 4957.460938
	Iteration 35Q: 3 clusters Score -1801600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1801612.125000 Penalty: 4957.460938
	Iteration 36Q: 3 clusters Score -1801612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1801627.125000 Penalty: 4957.460938
	Iteration 37Q: 3 clusters Score -1801627 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1801647.375000 Penalty: 4957.460938
	Iteration 38Q: 3 clusters Score -1801647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1801663.000000 Penalty: 4957.460938
	Iteration 39Q: 3 clusters Score -1801663 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1801675.125000 Penalty: 4957.460938
	Iteration 40F: 3 clusters Score -1801675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1801683.875000 Penalty: 4957.460938
	Iteration 41Q: 3 clusters Score -1801684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1801692.875000 Penalty: 4957.460938
	Iteration 42Q: 3 clusters Score -1801693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1801707.500000 Penalty: 4957.460938
	Iteration 43Q: 3 clusters Score -1801708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1801717.375000 Penalty: 4957.460938
	Iteration 44Q: 3 clusters Score -1801717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1801725.250000 Penalty: 4957.460938
	Iteration 45Q: 3 clusters Score -1801725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1801732.625000 Penalty: 4957.460938
	Iteration 46Q: 3 clusters Score -1801733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1801742.750000 Penalty: 4957.460938
	Iteration 47Q: 3 clusters Score -1801743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1801747.875000 Penalty: 4957.460938
	Iteration 48Q: 3 clusters Score -1801748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1801752.000000 Penalty: 4957.460938
	Iteration 49Q: 3 clusters Score -1801752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1801758.500000 Penalty: 4957.460938
	Iteration 50Q: 3 clusters Score -1801758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1801758.375000 Penalty: 4957.460938
	Iteration 51Q: 3 clusters Score -1801758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1801766.750000 Penalty: 4957.460938
	Iteration 52Q: 3 clusters Score -1801767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -1801766.500000 Penalty: 4957.460938
	Iteration 53Q: 3 clusters Score -1801766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1801778.250000 Penalty: 4957.460938
	Iteration 54Q: 3 clusters Score -1801778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -1801792.625000 Penalty: 4957.460938
	Iteration 55Q: 3 clusters Score -1801793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1801800.500000 Penalty: 4957.460938
	Iteration 56Q: 3 clusters Score -1801800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -1801811.125000 Penalty: 4957.460938
	Iteration 57Q: 3 clusters Score -1801811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1801814.250000 Penalty: 4957.460938
	Iteration 58Q: 3 clusters Score -1801814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -1801822.000000 Penalty: 4957.460938
	Iteration 59Q: 3 clusters Score -1801822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -1801826.125000 Penalty: 4957.460938
	Iteration 60F: 3 clusters Score -1801826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -1801825.625000 Penalty: 4957.460938
	Iteration 61Q: 3 clusters Score -1801826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1801829.875000 Penalty: 4957.460938
	Iteration 62Q: 3 clusters Score -1801830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1801838.750000 Penalty: 4957.460938
	Iteration 63Q: 3 clusters Score -1801839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -1801840.500000 Penalty: 4957.460938
	Iteration 64Q: 3 clusters Score -1801840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1801850.000000 Penalty: 4957.460938
	Iteration 65Q: 3 clusters Score -1801850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1801860.750000 Penalty: 4957.460938
	Iteration 66Q: 3 clusters Score -1801861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -1801869.750000 Penalty: 4957.460938
	Iteration 67Q: 3 clusters Score -1801870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1801871.000000 Penalty: 4957.460938
	Iteration 68Q: 3 clusters Score -1801871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1801876.750000 Penalty: 4957.460938
	Iteration 69Q: 3 clusters Score -1801877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1801881.625000 Penalty: 4957.460938
	Iteration 70Q: 3 clusters Score -1801882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1801890.375000 Penalty: 4957.460938
	Iteration 71Q: 3 clusters Score -1801890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1801892.000000 Penalty: 4957.460938
	Iteration 72Q: 3 clusters Score -1801892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1801897.250000 Penalty: 4957.460938
	Iteration 73Q: 3 clusters Score -1801897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1801906.000000 Penalty: 4957.460938
	Iteration 74Q: 3 clusters Score -1801906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -1801908.000000 Penalty: 4957.460938
	Iteration 75Q: 3 clusters Score -1801908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1801914.875000 Penalty: 4957.460938
	Iteration 76Q: 3 clusters Score -1801915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1801919.375000 Penalty: 4957.460938
	Iteration 77Q: 3 clusters Score -1801919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -1801918.750000 Penalty: 4957.460938
	Iteration 78Q: 3 clusters Score -1801919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1801923.875000 Penalty: 4957.460938
	Iteration 79Q: 3 clusters Score -1801924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1801926.125000 Penalty: 4957.460938
	Iteration 80F: 3 clusters Score -1801926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1801933.250000 Penalty: 4957.460938
	Iteration 81Q: 3 clusters Score -1801933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -1801938.375000 Penalty: 4957.460938
	Iteration 82Q: 3 clusters Score -1801938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1801941.750000 Penalty: 4957.460938
	Iteration 83Q: 3 clusters Score -1801942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1801946.375000 Penalty: 4957.460938
	Iteration 84Q: 3 clusters Score -1801946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1801950.125000 Penalty: 4957.460938
	Iteration 85Q: 3 clusters Score -1801950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -1801951.750000 Penalty: 4957.460938
	Iteration 86Q: 3 clusters Score -1801952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1801957.000000 Penalty: 4957.460938
	Iteration 87Q: 3 clusters Score -1801957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -1801962.500000 Penalty: 4957.460938
	Iteration 88Q: 3 clusters Score -1801962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -1801969.000000 Penalty: 4957.460938
	Iteration 89Q: 3 clusters Score -1801969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -1801976.000000 Penalty: 4957.460938
	Iteration 90Q: 3 clusters Score -1801976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -1801981.750000 Penalty: 4957.460938
	Iteration 91Q: 3 clusters Score -1801982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1801992.500000 Penalty: 4957.460938
	Iteration 92Q: 3 clusters Score -1801992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1802002.250000 Penalty: 4957.460938
	Iteration 93Q: 3 clusters Score -1802002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1802004.625000 Penalty: 4957.460938
	Iteration 94Q: 3 clusters Score -1802005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1802009.375000 Penalty: 4957.460938
	Iteration 95Q: 3 clusters Score -1802009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1802009.625000 Penalty: 4957.460938
	Iteration 96Q: 3 clusters Score -1802010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1802012.250000 Penalty: 4957.460938
	Iteration 97Q: 3 clusters Score -1802012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1802019.250000 Penalty: 4957.460938
	Iteration 98Q: 3 clusters Score -1802019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -1802022.000000 Penalty: 4957.460938
	Iteration 99Q: 3 clusters Score -1802022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1802025.375000 Penalty: 4957.460938
	Iteration 100F: 3 clusters Score -1802025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1802027.375000 Penalty: 4957.460938
	Iteration 101Q: 3 clusters Score -1802027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -1802032.625000 Penalty: 4957.460938
	Iteration 102Q: 3 clusters Score -1802033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -1802034.000000 Penalty: 4957.460938
	Iteration 103Q: 3 clusters Score -1802034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -1802033.375000 Penalty: 4957.460938
	Iteration 104Q: 3 clusters Score -1802033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1802037.500000 Penalty: 4957.460938
	Iteration 105Q: 3 clusters Score -1802038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -1802037.250000 Penalty: 4957.460938
	Iteration 106Q: 3 clusters Score -1802037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -1802040.625000 Penalty: 4957.460938
	Iteration 107Q: 3 clusters Score -1802041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -1802043.375000 Penalty: 4957.460938
	Iteration 108Q: 3 clusters Score -1802043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1802042.875000 Penalty: 4957.460938
	Iteration 109Q: 3 clusters Score -1802043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1802047.250000 Penalty: 4957.460938
	Iteration 110Q: 3 clusters Score -1802047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -1802050.375000 Penalty: 4957.460938
	Iteration 111Q: 3 clusters Score -1802050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -1802050.500000 Penalty: 4957.460938
	Iteration 112Q: 3 clusters Score -1802050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -1802053.500000 Penalty: 4957.460938
	Iteration 113Q: 3 clusters Score -1802054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1802058.750000 Penalty: 4957.460938
	Iteration 114Q: 3 clusters Score -1802059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -1802059.125000 Penalty: 4957.460938
	Iteration 115Q: 3 clusters Score -1802059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -1802057.625000 Penalty: 4957.460938
	Iteration 116Q: 3 clusters Score -1802058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -1802058.875000 Penalty: 4957.460938
	Iteration 117Q: 3 clusters Score -1802059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1802059.125000 Penalty: 4957.460938
	Iteration 118Q: 3 clusters Score -1802059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -1802056.500000 Penalty: 4957.460938
	Iteration 119Q: 3 clusters Score -1802056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -1802058.125000 Penalty: 4957.460938
	Iteration 120F: 3 clusters Score -1802058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1802058.750000 Penalty: 4957.460938
	Iteration 121Q: 3 clusters Score -1802059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -1802059.500000 Penalty: 4957.460938
	Iteration 122Q: 3 clusters Score -1802060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1802060.375000 Penalty: 4957.460938
	Iteration 123Q: 3 clusters Score -1802060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1802061.250000 Penalty: 4957.460938
	Iteration 124Q: 3 clusters Score -1802061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -1802060.250000 Penalty: 4957.460938
	Iteration 125Q: 3 clusters Score -1802060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1802061.125000 Penalty: 4957.460938
	Iteration 126Q: 3 clusters Score -1802061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1802063.750000 Penalty: 4957.460938
	Iteration 127Q: 3 clusters Score -1802064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1802062.375000 Penalty: 4957.460938
	Iteration 128Q: 3 clusters Score -1802062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -1802062.875000 Penalty: 4957.460938
	Iteration 129Q: 3 clusters Score -1802063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1802060.625000 Penalty: 4957.460938
	Iteration 130Q: 3 clusters Score -1802061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1802060.625000 Penalty: 4957.460938
	Iteration 131F: 3 clusters Score -1802061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -282409.000000 Penalty: 2025.573730
	Iteration 0F: 2 clusters Score -282409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -278841.000000 Penalty: 4051.147461
	Iteration 0F: 3 clusters Score -278841 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -279591.437500 Penalty: 4051.147461
	Iteration 1F: 3 clusters Score -279591.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -279796.625000 Penalty: 4051.147461
	Iteration 2F: 3 clusters Score -279796.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -279913.343750 Penalty: 4051.147461
	Iteration 3Q: 3 clusters Score -279913.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -279996.500000 Penalty: 4051.147461
	Iteration 4Q: 3 clusters Score -279996.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -280061.437500 Penalty: 4051.147461
	Iteration 5Q: 3 clusters Score -280061.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -280120.500000 Penalty: 4051.147461
	Iteration 6Q: 3 clusters Score -280120.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -280184.375000 Penalty: 4051.147461
	Iteration 7Q: 3 clusters Score -280184.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -280262.437500 Penalty: 4051.147461
	Iteration 8Q: 3 clusters Score -280262.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -280330.843750 Penalty: 4051.147461
	Iteration 9Q: 3 clusters Score -280330.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -280398.375000 Penalty: 4051.147461
	Iteration 10Q: 3 clusters Score -280398.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -280451.000000 Penalty: 4051.147461
	Iteration 11Q: 3 clusters Score -280451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -280497.937500 Penalty: 4051.147461
	Iteration 12Q: 3 clusters Score -280497.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -280551.906250 Penalty: 4051.147461
	Iteration 13Q: 3 clusters Score -280551.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -280599.125000 Penalty: 4051.147461
	Iteration 14Q: 3 clusters Score -280599.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -280646.343750 Penalty: 4051.147461
	Iteration 15Q: 3 clusters Score -280646.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -280683.687500 Penalty: 4051.147461
	Iteration 16Q: 3 clusters Score -280683.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -280722.031250 Penalty: 4051.147461
	Iteration 17Q: 3 clusters Score -280722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -280754.156250 Penalty: 4051.147461
	Iteration 18Q: 3 clusters Score -280754.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -280787.250000 Penalty: 4051.147461
	Iteration 19Q: 3 clusters Score -280787.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -280817.187500 Penalty: 4051.147461
	Iteration 20F: 3 clusters Score -280817.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -280836.187500 Penalty: 4051.147461
	Iteration 21Q: 3 clusters Score -280836.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -280851.093750 Penalty: 4051.147461
	Iteration 22Q: 3 clusters Score -280851.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -280868.093750 Penalty: 4051.147461
	Iteration 23Q: 3 clusters Score -280868.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -280882.468750 Penalty: 4051.147461
	Iteration 24Q: 3 clusters Score -280882.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -280892.375000 Penalty: 4051.147461
	Iteration 25Q: 3 clusters Score -280892.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -280900.562500 Penalty: 4051.147461
	Iteration 26Q: 3 clusters Score -280900.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -280910.843750 Penalty: 4051.147461
	Iteration 27Q: 3 clusters Score -280910.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -280919.031250 Penalty: 4051.147461
	Iteration 28Q: 3 clusters Score -280919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -280922.375000 Penalty: 4051.147461
	Iteration 29Q: 3 clusters Score -280922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -280925.281250 Penalty: 4051.147461
	Iteration 30Q: 3 clusters Score -280925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -280927.312500 Penalty: 4051.147461
	Iteration 31Q: 3 clusters Score -280927.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -280929.406250 Penalty: 4051.147461
	Iteration 32Q: 3 clusters Score -280929.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -280932.656250 Penalty: 4051.147461
	Iteration 33Q: 3 clusters Score -280932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -280933.125000 Penalty: 4051.147461
	Iteration 34Q: 3 clusters Score -280933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -280933.250000 Penalty: 4051.147461
	Iteration 35Q: 3 clusters Score -280933.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -280933.250000 Penalty: 4051.147461
	Iteration 36F: 3 clusters Score -280933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (108647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Entering Unmasked Estep 
Score: -9266044.000000 Penalty: 2875.773193
	Iteration 0F: 2 clusters Score -9266044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -9193243.000000 Penalty: 5751.546387
	Iteration 0F: 3 clusters Score -9193243 nChanged 51455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -9222394.000000 Penalty: 5751.546387
	Iteration 1F: 3 clusters Score -9222394 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -9223211.000000 Penalty: 5751.546387
	Iteration 2Q: 3 clusters Score -9223211 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -9224142.000000 Penalty: 5751.546387
	Iteration 3Q: 3 clusters Score -9224142 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -9225291.000000 Penalty: 5751.546387
	Iteration 4Q: 3 clusters Score -9225291 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -9226646.000000 Penalty: 5751.546387
	Iteration 5Q: 3 clusters Score -9226646 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -9228578.000000 Penalty: 5751.546387
	Iteration 6Q: 3 clusters Score -9228578 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -9230932.000000 Penalty: 5751.546387
	Iteration 7Q: 3 clusters Score -9230932 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -9233729.000000 Penalty: 5751.546387
	Iteration 8F: 3 clusters Score -9233729 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -9236642.000000 Penalty: 5751.546387
	Iteration 9F: 3 clusters Score -9236642 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -9239605.000000 Penalty: 5751.546387
	Iteration 10F: 3 clusters Score -9239605 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -9242262.000000 Penalty: 5751.546387
	Iteration 11Q: 3 clusters Score -9242262 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -9244707.000000 Penalty: 5751.546387
	Iteration 12Q: 3 clusters Score -9244707 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -9247033.000000 Penalty: 5751.546387
	Iteration 13Q: 3 clusters Score -9247033 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -9249247.000000 Penalty: 5751.546387
	Iteration 14Q: 3 clusters Score -9249247 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -9251492.000000 Penalty: 5751.546387
	Iteration 15Q: 3 clusters Score -9251492 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -9253512.000000 Penalty: 5751.546387
	Iteration 16Q: 3 clusters Score -9253512 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -9255470.000000 Penalty: 5751.546387
	Iteration 17Q: 3 clusters Score -9255470 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -9257263.000000 Penalty: 5751.546387
	Iteration 18Q: 3 clusters Score -9257263 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -9258804.000000 Penalty: 5751.546387
	Iteration 19Q: 3 clusters Score -9258804 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -9260049.000000 Penalty: 5751.546387
	Iteration 20F: 3 clusters Score -9260049 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -9260943.000000 Penalty: 5751.546387
	Iteration 21Q: 3 clusters Score -9260943 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
Score: -9261684.000000 Penalty: 5751.546387
	Iteration 22Q: 3 clusters Score -9261684 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -9262130.000000 Penalty: 5751.546387
	Iteration 23Q: 3 clusters Score -9262130 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -9262416.000000 Penalty: 5751.546387
	Iteration 24Q: 3 clusters Score -9262416 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -9262706.000000 Penalty: 5751.546387
	Iteration 25Q: 3 clusters Score -9262706 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
Score: -9262937.000000 Penalty: 5751.546387
	Iteration 26Q: 3 clusters Score -9262937 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -9263090.000000 Penalty: 5751.546387
	Iteration 27Q: 3 clusters Score -9263090 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 106439 members 
Entering Unmasked Estep 
Score: -9263185.000000 Penalty: 5751.546387
	Iteration 28Q: 3 clusters Score -9263185 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -9263261.000000 Penalty: 5751.546387
	Iteration 29Q: 3 clusters Score -9263261 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -9263306.000000 Penalty: 5751.546387
	Iteration 30Q: 3 clusters Score -9263306 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -9263354.000000 Penalty: 5751.546387
	Iteration 31Q: 3 clusters Score -9263354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 106981 members 
Entering Unmasked Estep 
Score: -9263393.000000 Penalty: 5751.546387
	Iteration 32Q: 3 clusters Score -9263393 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -9263430.000000 Penalty: 5751.546387
	Iteration 33Q: 3 clusters Score -9263430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -9263451.000000 Penalty: 5751.546387
	Iteration 34Q: 3 clusters Score -9263451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 107134 members 
Entering Unmasked Estep 
Score: -9263466.000000 Penalty: 5751.546387
	Iteration 35Q: 3 clusters Score -9263466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -9263503.000000 Penalty: 5751.546387
	Iteration 36Q: 3 clusters Score -9263503 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -9263525.000000 Penalty: 5751.546387
	Iteration 37Q: 3 clusters Score -9263525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -9263540.000000 Penalty: 5751.546387
	Iteration 38Q: 3 clusters Score -9263540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -9263556.000000 Penalty: 5751.546387
	Iteration 39Q: 3 clusters Score -9263556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 107333 members 
Entering Unmasked Estep 
Score: -9263568.000000 Penalty: 5751.546387
	Iteration 40F: 3 clusters Score -9263568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -9263597.000000 Penalty: 5751.546387
	Iteration 41Q: 3 clusters Score -9263597 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -9263619.000000 Penalty: 5751.546387
	Iteration 42Q: 3 clusters Score -9263619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 107428 members 
Entering Unmasked Estep 
Score: -9263634.000000 Penalty: 5751.546387
	Iteration 43Q: 3 clusters Score -9263634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 107452 members 
Entering Unmasked Estep 
Score: -9263653.000000 Penalty: 5751.546387
	Iteration 44Q: 3 clusters Score -9263653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -9263656.000000 Penalty: 5751.546387
	Iteration 45Q: 3 clusters Score -9263656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -9263668.000000 Penalty: 5751.546387
	Iteration 46Q: 3 clusters Score -9263668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -9263667.000000 Penalty: 5751.546387
	Iteration 47Q: 3 clusters Score -9263667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -9263681.000000 Penalty: 5751.546387
	Iteration 48Q: 3 clusters Score -9263681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 107529 members 
Entering Unmasked Estep 
Score: -9263672.000000 Penalty: 5751.546387
	Iteration 49Q: 3 clusters Score -9263672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -9263684.000000 Penalty: 5751.546387
	Iteration 50Q: 3 clusters Score -9263684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -9263689.000000 Penalty: 5751.546387
	Iteration 51Q: 3 clusters Score -9263689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -9263684.000000 Penalty: 5751.546387
	Iteration 52Q: 3 clusters Score -9263684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -9263693.000000 Penalty: 5751.546387
	Iteration 53Q: 3 clusters Score -9263693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -9263686.000000 Penalty: 5751.546387
	Iteration 54Q: 3 clusters Score -9263686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -9263701.000000 Penalty: 5751.546387
	Iteration 55Q: 3 clusters Score -9263701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -9263706.000000 Penalty: 5751.546387
	Iteration 56Q: 3 clusters Score -9263706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 107569 members 
Entering Unmasked Estep 
Score: -9263720.000000 Penalty: 5751.546387
	Iteration 57Q: 3 clusters Score -9263720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -9263721.000000 Penalty: 5751.546387
	Iteration 58Q: 3 clusters Score -9263721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 107581 members 
Entering Unmasked Estep 
Score: -9263722.000000 Penalty: 5751.546387
	Iteration 59Q: 3 clusters Score -9263722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -9263726.000000 Penalty: 5751.546387
	Iteration 60F: 3 clusters Score -9263726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 107590 members 
Entering Unmasked Estep 
Score: -9263727.000000 Penalty: 5751.546387
	Iteration 61Q: 3 clusters Score -9263727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -9263723.000000 Penalty: 5751.546387
	Iteration 62Q: 3 clusters Score -9263723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -9263726.000000 Penalty: 5751.546387
	Iteration 63Q: 3 clusters Score -9263726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 107606 members 
Entering Unmasked Estep 
Score: -9263725.000000 Penalty: 5751.546387
	Iteration 64Q: 3 clusters Score -9263725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -9263724.000000 Penalty: 5751.546387
	Iteration 65Q: 3 clusters Score -9263724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -9263732.000000 Penalty: 5751.546387
	Iteration 66Q: 3 clusters Score -9263732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 107621 members 
Entering Unmasked Estep 
Score: -9263727.000000 Penalty: 5751.546387
	Iteration 67Q: 3 clusters Score -9263727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 107621 members 
Entering Unmasked Estep 
Score: -9263721.000000 Penalty: 5751.546387
	Iteration 68Q: 3 clusters Score -9263721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -9263724.000000 Penalty: 5751.546387
	Iteration 69Q: 3 clusters Score -9263724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 107626 members 
Entering Unmasked Estep 
Score: -9263722.000000 Penalty: 5751.546387
	Iteration 70Q: 3 clusters Score -9263722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -9263717.000000 Penalty: 5751.546387
	Iteration 71Q: 3 clusters Score -9263717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -9263717.000000 Penalty: 5751.546387
	Iteration 72F: 3 clusters Score -9263717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Entering Unmasked Estep 
Score: -1271957.250000 Penalty: 2376.243652
	Iteration 0F: 2 clusters Score -1271957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1261486.375000 Penalty: 4752.487305
	Iteration 0F: 3 clusters Score -1261486 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1264631.875000 Penalty: 4752.487305
	Iteration 1F: 3 clusters Score -1264632 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1264902.875000 Penalty: 4752.487305
	Iteration 2F: 3 clusters Score -1264903 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1265104.125000 Penalty: 4752.487305
	Iteration 3Q: 3 clusters Score -1265104 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1265269.125000 Penalty: 4752.487305
	Iteration 4Q: 3 clusters Score -1265269 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1265405.500000 Penalty: 4752.487305
	Iteration 5Q: 3 clusters Score -1265406 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1265519.875000 Penalty: 4752.487305
	Iteration 6Q: 3 clusters Score -1265520 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1265607.125000 Penalty: 4752.487305
	Iteration 7Q: 3 clusters Score -1265607 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1265686.250000 Penalty: 4752.487305
	Iteration 8Q: 3 clusters Score -1265686 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1265760.250000 Penalty: 4752.487305
	Iteration 9Q: 3 clusters Score -1265760 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1265844.125000 Penalty: 4752.487305
	Iteration 10Q: 3 clusters Score -1265844 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1265941.375000 Penalty: 4752.487305
	Iteration 11Q: 3 clusters Score -1265941 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1266039.125000 Penalty: 4752.487305
	Iteration 12Q: 3 clusters Score -1266039 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1266160.000000 Penalty: 4752.487305
	Iteration 13Q: 3 clusters Score -1266160 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1266304.375000 Penalty: 4752.487305
	Iteration 14Q: 3 clusters Score -1266304 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1266492.750000 Penalty: 4752.487305
	Iteration 15Q: 3 clusters Score -1266493 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1266706.375000 Penalty: 4752.487305
	Iteration 16Q: 3 clusters Score -1266706 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1266985.250000 Penalty: 4752.487305
	Iteration 17Q: 3 clusters Score -1266985 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1267349.250000 Penalty: 4752.487305
	Iteration 18Q: 3 clusters Score -1267349 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1267785.875000 Penalty: 4752.487305
	Iteration 19Q: 3 clusters Score -1267786 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1268216.875000 Penalty: 4752.487305
	Iteration 20F: 3 clusters Score -1268217 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1268606.375000 Penalty: 4752.487305
	Iteration 21Q: 3 clusters Score -1268606 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1268953.500000 Penalty: 4752.487305
	Iteration 22Q: 3 clusters Score -1268954 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1269229.625000 Penalty: 4752.487305
	Iteration 23Q: 3 clusters Score -1269230 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1269415.000000 Penalty: 4752.487305
	Iteration 24Q: 3 clusters Score -1269415 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1269576.875000 Penalty: 4752.487305
	Iteration 25Q: 3 clusters Score -1269577 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1269697.125000 Penalty: 4752.487305
	Iteration 26Q: 3 clusters Score -1269697 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1269759.750000 Penalty: 4752.487305
	Iteration 27Q: 3 clusters Score -1269760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1269810.875000 Penalty: 4752.487305
	Iteration 28Q: 3 clusters Score -1269811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1269837.125000 Penalty: 4752.487305
	Iteration 29Q: 3 clusters Score -1269837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1269866.750000 Penalty: 4752.487305
	Iteration 30Q: 3 clusters Score -1269867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1269881.500000 Penalty: 4752.487305
	Iteration 31Q: 3 clusters Score -1269882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1269891.750000 Penalty: 4752.487305
	Iteration 32Q: 3 clusters Score -1269892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1269900.875000 Penalty: 4752.487305
	Iteration 33Q: 3 clusters Score -1269901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1269901.875000 Penalty: 4752.487305
	Iteration 34Q: 3 clusters Score -1269902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1269903.125000 Penalty: 4752.487305
	Iteration 35Q: 3 clusters Score -1269903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1269905.125000 Penalty: 4752.487305
	Iteration 36Q: 3 clusters Score -1269905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1269911.000000 Penalty: 4752.487305
	Iteration 37Q: 3 clusters Score -1269911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1269914.500000 Penalty: 4752.487305
	Iteration 38Q: 3 clusters Score -1269914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1269922.625000 Penalty: 4752.487305
	Iteration 39Q: 3 clusters Score -1269923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1269931.750000 Penalty: 4752.487305
	Iteration 40F: 3 clusters Score -1269932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1269938.750000 Penalty: 4752.487305
	Iteration 41Q: 3 clusters Score -1269939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1269939.375000 Penalty: 4752.487305
	Iteration 42Q: 3 clusters Score -1269939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1269941.250000 Penalty: 4752.487305
	Iteration 43Q: 3 clusters Score -1269941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1269941.250000 Penalty: 4752.487305
	Iteration 44Q: 3 clusters Score -1269941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1269945.500000 Penalty: 4752.487305
	Iteration 45Q: 3 clusters Score -1269946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1269948.250000 Penalty: 4752.487305
	Iteration 46Q: 3 clusters Score -1269948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1269952.875000 Penalty: 4752.487305
	Iteration 47Q: 3 clusters Score -1269953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1269958.375000 Penalty: 4752.487305
	Iteration 48Q: 3 clusters Score -1269958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1269960.125000 Penalty: 4752.487305
	Iteration 49Q: 3 clusters Score -1269960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1269961.625000 Penalty: 4752.487305
	Iteration 50Q: 3 clusters Score -1269962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1269962.250000 Penalty: 4752.487305
	Iteration 51Q: 3 clusters Score -1269962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1269964.375000 Penalty: 4752.487305
	Iteration 52Q: 3 clusters Score -1269964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1269964.375000 Penalty: 4752.487305
	Iteration 53F: 3 clusters Score -1269964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Entering Unmasked Estep 
Score: -3057233.250000 Penalty: 2597.169922
	Iteration 0F: 2 clusters Score -3057233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3033260.500000 Penalty: 5194.339844
	Iteration 0F: 3 clusters Score -3033260 nChanged 16013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3041872.750000 Penalty: 5194.339844
	Iteration 1F: 3 clusters Score -3041873 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3042375.000000 Penalty: 5194.339844
	Iteration 2Q: 3 clusters Score -3042375 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3042853.500000 Penalty: 5194.339844
	Iteration 3Q: 3 clusters Score -3042854 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3043401.500000 Penalty: 5194.339844
	Iteration 4Q: 3 clusters Score -3043402 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3044054.500000 Penalty: 5194.339844
	Iteration 5Q: 3 clusters Score -3044054 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3044826.000000 Penalty: 5194.339844
	Iteration 6Q: 3 clusters Score -3044826 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3045680.000000 Penalty: 5194.339844
	Iteration 7F: 3 clusters Score -3045680 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3046534.000000 Penalty: 5194.339844
	Iteration 8Q: 3 clusters Score -3046534 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3047352.500000 Penalty: 5194.339844
	Iteration 9Q: 3 clusters Score -3047352 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3048174.000000 Penalty: 5194.339844
	Iteration 10Q: 3 clusters Score -3048174 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3048904.750000 Penalty: 5194.339844
	Iteration 11Q: 3 clusters Score -3048905 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3049689.250000 Penalty: 5194.339844
	Iteration 12Q: 3 clusters Score -3049689 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3050465.250000 Penalty: 5194.339844
	Iteration 13Q: 3 clusters Score -3050465 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3051346.500000 Penalty: 5194.339844
	Iteration 14Q: 3 clusters Score -3051346 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3052179.000000 Penalty: 5194.339844
	Iteration 15Q: 3 clusters Score -3052179 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3052736.000000 Penalty: 5194.339844
	Iteration 16Q: 3 clusters Score -3052736 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3053005.000000 Penalty: 5194.339844
	Iteration 17Q: 3 clusters Score -3053005 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3053139.750000 Penalty: 5194.339844
	Iteration 18Q: 3 clusters Score -3053140 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3053227.500000 Penalty: 5194.339844
	Iteration 19Q: 3 clusters Score -3053228 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3053293.500000 Penalty: 5194.339844
	Iteration 20F: 3 clusters Score -3053294 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3053371.000000 Penalty: 5194.339844
	Iteration 21Q: 3 clusters Score -3053371 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3053433.500000 Penalty: 5194.339844
	Iteration 22Q: 3 clusters Score -3053434 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3053486.500000 Penalty: 5194.339844
	Iteration 23Q: 3 clusters Score -3053486 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3053524.000000 Penalty: 5194.339844
	Iteration 24Q: 3 clusters Score -3053524 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3053572.750000 Penalty: 5194.339844
	Iteration 25Q: 3 clusters Score -3053573 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3053595.750000 Penalty: 5194.339844
	Iteration 26Q: 3 clusters Score -3053596 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3053632.250000 Penalty: 5194.339844
	Iteration 27Q: 3 clusters Score -3053632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3053638.750000 Penalty: 5194.339844
	Iteration 28Q: 3 clusters Score -3053639 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3053661.750000 Penalty: 5194.339844
	Iteration 29Q: 3 clusters Score -3053662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3053676.500000 Penalty: 5194.339844
	Iteration 30Q: 3 clusters Score -3053676 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3053703.750000 Penalty: 5194.339844
	Iteration 31Q: 3 clusters Score -3053704 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3053723.250000 Penalty: 5194.339844
	Iteration 32Q: 3 clusters Score -3053723 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3053738.750000 Penalty: 5194.339844
	Iteration 33Q: 3 clusters Score -3053739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3053762.750000 Penalty: 5194.339844
	Iteration 34Q: 3 clusters Score -3053763 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3053779.250000 Penalty: 5194.339844
	Iteration 35Q: 3 clusters Score -3053779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3053809.250000 Penalty: 5194.339844
	Iteration 36Q: 3 clusters Score -3053809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3053824.250000 Penalty: 5194.339844
	Iteration 37Q: 3 clusters Score -3053824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -3053832.750000 Penalty: 5194.339844
	Iteration 38Q: 3 clusters Score -3053833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -3053849.000000 Penalty: 5194.339844
	Iteration 39Q: 3 clusters Score -3053849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3053863.500000 Penalty: 5194.339844
	Iteration 40F: 3 clusters Score -3053864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3053866.750000 Penalty: 5194.339844
	Iteration 41Q: 3 clusters Score -3053867 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3053877.500000 Penalty: 5194.339844
	Iteration 42Q: 3 clusters Score -3053878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3053897.250000 Penalty: 5194.339844
	Iteration 43Q: 3 clusters Score -3053897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -3053905.250000 Penalty: 5194.339844
	Iteration 44Q: 3 clusters Score -3053905 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -3053918.500000 Penalty: 5194.339844
	Iteration 45Q: 3 clusters Score -3053918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -3053930.250000 Penalty: 5194.339844
	Iteration 46Q: 3 clusters Score -3053930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3053952.250000 Penalty: 5194.339844
	Iteration 47Q: 3 clusters Score -3053952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -3053965.500000 Penalty: 5194.339844
	Iteration 48Q: 3 clusters Score -3053966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -3053979.750000 Penalty: 5194.339844
	Iteration 49Q: 3 clusters Score -3053980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3054001.000000 Penalty: 5194.339844
	Iteration 50Q: 3 clusters Score -3054001 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3054020.500000 Penalty: 5194.339844
	Iteration 51Q: 3 clusters Score -3054020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -3054032.500000 Penalty: 5194.339844
	Iteration 52Q: 3 clusters Score -3054032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -3054049.000000 Penalty: 5194.339844
	Iteration 53Q: 3 clusters Score -3054049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3054066.000000 Penalty: 5194.339844
	Iteration 54Q: 3 clusters Score -3054066 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3054073.250000 Penalty: 5194.339844
	Iteration 55Q: 3 clusters Score -3054073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3054096.000000 Penalty: 5194.339844
	Iteration 56Q: 3 clusters Score -3054096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3054106.250000 Penalty: 5194.339844
	Iteration 57Q: 3 clusters Score -3054106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3054126.750000 Penalty: 5194.339844
	Iteration 58Q: 3 clusters Score -3054127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3054151.000000 Penalty: 5194.339844
	Iteration 59Q: 3 clusters Score -3054151 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -3054159.500000 Penalty: 5194.339844
	Iteration 60F: 3 clusters Score -3054160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3054184.000000 Penalty: 5194.339844
	Iteration 61Q: 3 clusters Score -3054184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -3054210.750000 Penalty: 5194.339844
	Iteration 62Q: 3 clusters Score -3054211 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -3054221.000000 Penalty: 5194.339844
	Iteration 63Q: 3 clusters Score -3054221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3054226.750000 Penalty: 5194.339844
	Iteration 64Q: 3 clusters Score -3054227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -3054241.000000 Penalty: 5194.339844
	Iteration 65Q: 3 clusters Score -3054241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3054265.500000 Penalty: 5194.339844
	Iteration 66Q: 3 clusters Score -3054266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -3054270.000000 Penalty: 5194.339844
	Iteration 67Q: 3 clusters Score -3054270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3054290.750000 Penalty: 5194.339844
	Iteration 68Q: 3 clusters Score -3054291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -3054302.250000 Penalty: 5194.339844
	Iteration 69Q: 3 clusters Score -3054302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -3054317.250000 Penalty: 5194.339844
	Iteration 70Q: 3 clusters Score -3054317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3054329.250000 Penalty: 5194.339844
	Iteration 71Q: 3 clusters Score -3054329 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3054333.750000 Penalty: 5194.339844
	Iteration 72Q: 3 clusters Score -3054334 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -3054350.500000 Penalty: 5194.339844
	Iteration 73Q: 3 clusters Score -3054350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -3054372.250000 Penalty: 5194.339844
	Iteration 74Q: 3 clusters Score -3054372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -3054380.500000 Penalty: 5194.339844
	Iteration 75Q: 3 clusters Score -3054380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -3054403.500000 Penalty: 5194.339844
	Iteration 76Q: 3 clusters Score -3054404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3054426.750000 Penalty: 5194.339844
	Iteration 77Q: 3 clusters Score -3054427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -3054424.000000 Penalty: 5194.339844
	Iteration 78Q: 3 clusters Score -3054424 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -3054451.500000 Penalty: 5194.339844
	Iteration 79Q: 3 clusters Score -3054452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -3054476.000000 Penalty: 5194.339844
	Iteration 80F: 3 clusters Score -3054476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3054514.250000 Penalty: 5194.339844
	Iteration 81Q: 3 clusters Score -3054514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -3054531.500000 Penalty: 5194.339844
	Iteration 82Q: 3 clusters Score -3054532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3054555.500000 Penalty: 5194.339844
	Iteration 83Q: 3 clusters Score -3054556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3054568.750000 Penalty: 5194.339844
	Iteration 84Q: 3 clusters Score -3054569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -3054581.500000 Penalty: 5194.339844
	Iteration 85Q: 3 clusters Score -3054582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -3054591.000000 Penalty: 5194.339844
	Iteration 86Q: 3 clusters Score -3054591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -3054598.000000 Penalty: 5194.339844
	Iteration 87Q: 3 clusters Score -3054598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -3054615.250000 Penalty: 5194.339844
	Iteration 88Q: 3 clusters Score -3054615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -3054626.250000 Penalty: 5194.339844
	Iteration 89Q: 3 clusters Score -3054626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -3054632.250000 Penalty: 5194.339844
	Iteration 90Q: 3 clusters Score -3054632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -3054638.250000 Penalty: 5194.339844
	Iteration 91Q: 3 clusters Score -3054638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3054650.000000 Penalty: 5194.339844
	Iteration 92Q: 3 clusters Score -3054650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -3054656.750000 Penalty: 5194.339844
	Iteration 93Q: 3 clusters Score -3054657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -3054664.500000 Penalty: 5194.339844
	Iteration 94Q: 3 clusters Score -3054664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -3054668.000000 Penalty: 5194.339844
	Iteration 95Q: 3 clusters Score -3054668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3054685.500000 Penalty: 5194.339844
	Iteration 96Q: 3 clusters Score -3054686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -3054688.000000 Penalty: 5194.339844
	Iteration 97Q: 3 clusters Score -3054688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -3054700.750000 Penalty: 5194.339844
	Iteration 98Q: 3 clusters Score -3054701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -3054696.500000 Penalty: 5194.339844
	Iteration 99Q: 3 clusters Score -3054696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -3054708.500000 Penalty: 5194.339844
	Iteration 100F: 3 clusters Score -3054708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -3054711.250000 Penalty: 5194.339844
	Iteration 101Q: 3 clusters Score -3054711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -3054718.000000 Penalty: 5194.339844
	Iteration 102Q: 3 clusters Score -3054718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -3054727.750000 Penalty: 5194.339844
	Iteration 103Q: 3 clusters Score -3054728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -3054739.000000 Penalty: 5194.339844
	Iteration 104Q: 3 clusters Score -3054739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -3054741.250000 Penalty: 5194.339844
	Iteration 105Q: 3 clusters Score -3054741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -3054751.000000 Penalty: 5194.339844
	Iteration 106Q: 3 clusters Score -3054751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -3054758.500000 Penalty: 5194.339844
	Iteration 107Q: 3 clusters Score -3054758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3054770.500000 Penalty: 5194.339844
	Iteration 108Q: 3 clusters Score -3054770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -3054771.000000 Penalty: 5194.339844
	Iteration 109Q: 3 clusters Score -3054771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3054769.250000 Penalty: 5194.339844
	Iteration 110Q: 3 clusters Score -3054769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -3054771.750000 Penalty: 5194.339844
	Iteration 111Q: 3 clusters Score -3054772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -3054775.250000 Penalty: 5194.339844
	Iteration 112Q: 3 clusters Score -3054775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -3054774.500000 Penalty: 5194.339844
	Iteration 113Q: 3 clusters Score -3054774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -3054775.000000 Penalty: 5194.339844
	Iteration 114Q: 3 clusters Score -3054775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -3054779.000000 Penalty: 5194.339844
	Iteration 115Q: 3 clusters Score -3054779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -3054780.750000 Penalty: 5194.339844
	Iteration 116Q: 3 clusters Score -3054781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -3054781.750000 Penalty: 5194.339844
	Iteration 117Q: 3 clusters Score -3054782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -3054787.750000 Penalty: 5194.339844
	Iteration 118Q: 3 clusters Score -3054788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -3054794.750000 Penalty: 5194.339844
	Iteration 119Q: 3 clusters Score -3054795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -3054797.500000 Penalty: 5194.339844
	Iteration 120F: 3 clusters Score -3054798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -3054806.750000 Penalty: 5194.339844
	Iteration 121Q: 3 clusters Score -3054807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -3054805.500000 Penalty: 5194.339844
	Iteration 122Q: 3 clusters Score -3054806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -3054805.250000 Penalty: 5194.339844
	Iteration 123Q: 3 clusters Score -3054805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -3054805.250000 Penalty: 5194.339844
	Iteration 124Q: 3 clusters Score -3054805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -3054808.000000 Penalty: 5194.339844
	Iteration 125Q: 3 clusters Score -3054808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -3054816.000000 Penalty: 5194.339844
	Iteration 126Q: 3 clusters Score -3054816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -3054815.750000 Penalty: 5194.339844
	Iteration 127Q: 3 clusters Score -3054816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -3054818.250000 Penalty: 5194.339844
	Iteration 128Q: 3 clusters Score -3054818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -3054816.750000 Penalty: 5194.339844
	Iteration 129Q: 3 clusters Score -3054817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3054821.250000 Penalty: 5194.339844
	Iteration 130Q: 3 clusters Score -3054821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -3054819.750000 Penalty: 5194.339844
	Iteration 131Q: 3 clusters Score -3054820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -3054818.750000 Penalty: 5194.339844
	Iteration 132Q: 3 clusters Score -3054819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -3054824.000000 Penalty: 5194.339844
	Iteration 133Q: 3 clusters Score -3054824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3054824.500000 Penalty: 5194.339844
	Iteration 134Q: 3 clusters Score -3054824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -3054822.250000 Penalty: 5194.339844
	Iteration 135Q: 3 clusters Score -3054822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -3054824.000000 Penalty: 5194.339844
	Iteration 136Q: 3 clusters Score -3054824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -3054825.250000 Penalty: 5194.339844
	Iteration 137Q: 3 clusters Score -3054825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -3054827.250000 Penalty: 5194.339844
	Iteration 138Q: 3 clusters Score -3054827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -3054828.750000 Penalty: 5194.339844
	Iteration 139Q: 3 clusters Score -3054829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -3054829.250000 Penalty: 5194.339844
	Iteration 140F: 3 clusters Score -3054829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -3054828.250000 Penalty: 5194.339844
	Iteration 141Q: 3 clusters Score -3054828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -3054827.500000 Penalty: 5194.339844
	Iteration 142Q: 3 clusters Score -3054828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3054830.750000 Penalty: 5194.339844
	Iteration 143Q: 3 clusters Score -3054831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3054833.000000 Penalty: 5194.339844
	Iteration 144Q: 3 clusters Score -3054833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3054833.000000 Penalty: 5194.339844
	Iteration 145F: 3 clusters Score -3054833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -1119125.375000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -1119125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1109068.125000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -1109068 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1112559.250000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -1112559 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1113277.125000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -1113277 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1114066.625000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -1114067 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1114899.000000 Penalty: 4722.879395
	Iteration 4F: 3 clusters Score -1114899 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1115678.875000 Penalty: 4722.879395
	Iteration 5F: 3 clusters Score -1115679 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1116297.500000 Penalty: 4722.879395
	Iteration 6F: 3 clusters Score -1116298 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1116699.625000 Penalty: 4722.879395
	Iteration 7Q: 3 clusters Score -1116700 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1116943.250000 Penalty: 4722.879395
	Iteration 8Q: 3 clusters Score -1116943 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1117100.125000 Penalty: 4722.879395
	Iteration 9Q: 3 clusters Score -1117100 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1117197.875000 Penalty: 4722.879395
	Iteration 10Q: 3 clusters Score -1117198 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1117265.250000 Penalty: 4722.879395
	Iteration 11Q: 3 clusters Score -1117265 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1117328.875000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -1117329 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1117376.000000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -1117376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1117412.875000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -1117413 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1117448.625000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -1117449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1117479.125000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -1117479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1117497.875000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -1117498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1117519.125000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -1117519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1117538.250000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -1117538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1117556.875000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -1117557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1117566.625000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -1117567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1117577.500000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -1117578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1117588.625000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -1117589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1117596.375000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -1117596 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1117610.000000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -1117610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1117624.250000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -1117624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1117641.250000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -1117641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1117655.625000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -1117656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1117665.375000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -1117665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1117676.125000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -1117676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1117692.625000 Penalty: 4722.879395
	Iteration 31Q: 3 clusters Score -1117693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1117704.625000 Penalty: 4722.879395
	Iteration 32Q: 3 clusters Score -1117705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1117720.375000 Penalty: 4722.879395
	Iteration 33Q: 3 clusters Score -1117720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1117733.125000 Penalty: 4722.879395
	Iteration 34Q: 3 clusters Score -1117733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1117740.250000 Penalty: 4722.879395
	Iteration 35Q: 3 clusters Score -1117740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1117746.625000 Penalty: 4722.879395
	Iteration 36Q: 3 clusters Score -1117747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1117756.625000 Penalty: 4722.879395
	Iteration 37Q: 3 clusters Score -1117757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1117766.250000 Penalty: 4722.879395
	Iteration 38Q: 3 clusters Score -1117766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1117767.750000 Penalty: 4722.879395
	Iteration 39Q: 3 clusters Score -1117768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1117774.625000 Penalty: 4722.879395
	Iteration 40F: 3 clusters Score -1117775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1117781.625000 Penalty: 4722.879395
	Iteration 41Q: 3 clusters Score -1117782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1117785.000000 Penalty: 4722.879395
	Iteration 42Q: 3 clusters Score -1117785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1117788.750000 Penalty: 4722.879395
	Iteration 43Q: 3 clusters Score -1117789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1117793.500000 Penalty: 4722.879395
	Iteration 44Q: 3 clusters Score -1117794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1117799.625000 Penalty: 4722.879395
	Iteration 45Q: 3 clusters Score -1117800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1117802.750000 Penalty: 4722.879395
	Iteration 46Q: 3 clusters Score -1117803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1117805.250000 Penalty: 4722.879395
	Iteration 47Q: 3 clusters Score -1117805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1117811.250000 Penalty: 4722.879395
	Iteration 48Q: 3 clusters Score -1117811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1117809.500000 Penalty: 4722.879395
	Iteration 49Q: 3 clusters Score -1117810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1117811.875000 Penalty: 4722.879395
	Iteration 50Q: 3 clusters Score -1117812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1117814.375000 Penalty: 4722.879395
	Iteration 51Q: 3 clusters Score -1117814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1117818.500000 Penalty: 4722.879395
	Iteration 52Q: 3 clusters Score -1117818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1117819.625000 Penalty: 4722.879395
	Iteration 53Q: 3 clusters Score -1117820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1117823.750000 Penalty: 4722.879395
	Iteration 54Q: 3 clusters Score -1117824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1117827.875000 Penalty: 4722.879395
	Iteration 55Q: 3 clusters Score -1117828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1117830.375000 Penalty: 4722.879395
	Iteration 56Q: 3 clusters Score -1117830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1117830.000000 Penalty: 4722.879395
	Iteration 57Q: 3 clusters Score -1117830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1117834.125000 Penalty: 4722.879395
	Iteration 58Q: 3 clusters Score -1117834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1117834.250000 Penalty: 4722.879395
	Iteration 59Q: 3 clusters Score -1117834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1117837.750000 Penalty: 4722.879395
	Iteration 60F: 3 clusters Score -1117838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1117842.250000 Penalty: 4722.879395
	Iteration 61Q: 3 clusters Score -1117842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1117841.000000 Penalty: 4722.879395
	Iteration 62Q: 3 clusters Score -1117841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1117843.500000 Penalty: 4722.879395
	Iteration 63Q: 3 clusters Score -1117844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1117843.250000 Penalty: 4722.879395
	Iteration 64Q: 3 clusters Score -1117843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1117845.500000 Penalty: 4722.879395
	Iteration 65Q: 3 clusters Score -1117846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1117848.500000 Penalty: 4722.879395
	Iteration 66Q: 3 clusters Score -1117848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1117849.750000 Penalty: 4722.879395
	Iteration 67Q: 3 clusters Score -1117850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1117850.375000 Penalty: 4722.879395
	Iteration 68Q: 3 clusters Score -1117850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1117851.125000 Penalty: 4722.879395
	Iteration 69Q: 3 clusters Score -1117851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1117851.375000 Penalty: 4722.879395
	Iteration 70Q: 3 clusters Score -1117851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1117850.250000 Penalty: 4722.879395
	Iteration 71Q: 3 clusters Score -1117850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1117851.750000 Penalty: 4722.879395
	Iteration 72Q: 3 clusters Score -1117852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1117853.250000 Penalty: 4722.879395
	Iteration 73Q: 3 clusters Score -1117853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1117854.500000 Penalty: 4722.879395
	Iteration 74Q: 3 clusters Score -1117854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1117854.375000 Penalty: 4722.879395
	Iteration 75Q: 3 clusters Score -1117854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1117856.625000 Penalty: 4722.879395
	Iteration 76Q: 3 clusters Score -1117857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1117856.625000 Penalty: 4722.879395
	Iteration 77F: 3 clusters Score -1117857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -775340.937500 Penalty: 2254.566406
	Iteration 0F: 2 clusters Score -775340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -768415.812500 Penalty: 4509.132812
	Iteration 0F: 3 clusters Score -768415.8 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -770284.437500 Penalty: 4509.132812
	Iteration 1F: 3 clusters Score -770284.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -770569.000000 Penalty: 4509.132812
	Iteration 2F: 3 clusters Score -770569 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -770764.250000 Penalty: 4509.132812
	Iteration 3Q: 3 clusters Score -770764.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -770902.000000 Penalty: 4509.132812
	Iteration 4Q: 3 clusters Score -770902 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -771022.812500 Penalty: 4509.132812
	Iteration 5Q: 3 clusters Score -771022.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -771117.187500 Penalty: 4509.132812
	Iteration 6Q: 3 clusters Score -771117.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -771199.375000 Penalty: 4509.132812
	Iteration 7Q: 3 clusters Score -771199.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -771281.125000 Penalty: 4509.132812
	Iteration 8Q: 3 clusters Score -771281.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -771354.125000 Penalty: 4509.132812
	Iteration 9Q: 3 clusters Score -771354.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -771435.812500 Penalty: 4509.132812
	Iteration 10Q: 3 clusters Score -771435.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -771532.187500 Penalty: 4509.132812
	Iteration 11Q: 3 clusters Score -771532.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -771654.437500 Penalty: 4509.132812
	Iteration 12Q: 3 clusters Score -771654.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -771799.625000 Penalty: 4509.132812
	Iteration 13Q: 3 clusters Score -771799.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -771958.250000 Penalty: 4509.132812
	Iteration 14Q: 3 clusters Score -771958.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -772129.187500 Penalty: 4509.132812
	Iteration 15Q: 3 clusters Score -772129.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -772315.375000 Penalty: 4509.132812
	Iteration 16Q: 3 clusters Score -772315.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -772511.500000 Penalty: 4509.132812
	Iteration 17Q: 3 clusters Score -772511.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -772703.937500 Penalty: 4509.132812
	Iteration 18Q: 3 clusters Score -772703.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -772872.125000 Penalty: 4509.132812
	Iteration 19Q: 3 clusters Score -772872.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -772995.500000 Penalty: 4509.132812
	Iteration 20F: 3 clusters Score -772995.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -773096.562500 Penalty: 4509.132812
	Iteration 21Q: 3 clusters Score -773096.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -773172.687500 Penalty: 4509.132812
	Iteration 22Q: 3 clusters Score -773172.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -773230.312500 Penalty: 4509.132812
	Iteration 23Q: 3 clusters Score -773230.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -773269.250000 Penalty: 4509.132812
	Iteration 24Q: 3 clusters Score -773269.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -773305.312500 Penalty: 4509.132812
	Iteration 25Q: 3 clusters Score -773305.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -773334.625000 Penalty: 4509.132812
	Iteration 26Q: 3 clusters Score -773334.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -773360.687500 Penalty: 4509.132812
	Iteration 27Q: 3 clusters Score -773360.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -773386.500000 Penalty: 4509.132812
	Iteration 28Q: 3 clusters Score -773386.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -773416.125000 Penalty: 4509.132812
	Iteration 29Q: 3 clusters Score -773416.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -773437.250000 Penalty: 4509.132812
	Iteration 30Q: 3 clusters Score -773437.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -773465.125000 Penalty: 4509.132812
	Iteration 31Q: 3 clusters Score -773465.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -773484.437500 Penalty: 4509.132812
	Iteration 32Q: 3 clusters Score -773484.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -773497.062500 Penalty: 4509.132812
	Iteration 33Q: 3 clusters Score -773497.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -773512.437500 Penalty: 4509.132812
	Iteration 34Q: 3 clusters Score -773512.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -773528.125000 Penalty: 4509.132812
	Iteration 35Q: 3 clusters Score -773528.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -773542.562500 Penalty: 4509.132812
	Iteration 36Q: 3 clusters Score -773542.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -773556.937500 Penalty: 4509.132812
	Iteration 37Q: 3 clusters Score -773556.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -773574.375000 Penalty: 4509.132812
	Iteration 38Q: 3 clusters Score -773574.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -773587.937500 Penalty: 4509.132812
	Iteration 39Q: 3 clusters Score -773587.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -773596.750000 Penalty: 4509.132812
	Iteration 40F: 3 clusters Score -773596.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -773604.500000 Penalty: 4509.132812
	Iteration 41Q: 3 clusters Score -773604.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -773614.937500 Penalty: 4509.132812
	Iteration 42Q: 3 clusters Score -773614.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -773623.812500 Penalty: 4509.132812
	Iteration 43Q: 3 clusters Score -773623.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -773626.562500 Penalty: 4509.132812
	Iteration 44Q: 3 clusters Score -773626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -773628.750000 Penalty: 4509.132812
	Iteration 45Q: 3 clusters Score -773628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -773631.312500 Penalty: 4509.132812
	Iteration 46Q: 3 clusters Score -773631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -773631.187500 Penalty: 4509.132812
	Iteration 47Q: 3 clusters Score -773631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -773631.625000 Penalty: 4509.132812
	Iteration 48Q: 3 clusters Score -773631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -773635.062500 Penalty: 4509.132812
	Iteration 49Q: 3 clusters Score -773635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -773637.062500 Penalty: 4509.132812
	Iteration 50Q: 3 clusters Score -773637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -773638.562500 Penalty: 4509.132812
	Iteration 51Q: 3 clusters Score -773638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -773639.437500 Penalty: 4509.132812
	Iteration 52Q: 3 clusters Score -773639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -773641.750000 Penalty: 4509.132812
	Iteration 53Q: 3 clusters Score -773641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -773642.500000 Penalty: 4509.132812
	Iteration 54Q: 3 clusters Score -773642.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -773645.000000 Penalty: 4509.132812
	Iteration 55Q: 3 clusters Score -773645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -773645.375000 Penalty: 4509.132812
	Iteration 56Q: 3 clusters Score -773645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -773645.937500 Penalty: 4509.132812
	Iteration 57Q: 3 clusters Score -773645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -773646.875000 Penalty: 4509.132812
	Iteration 58Q: 3 clusters Score -773646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -773646.062500 Penalty: 4509.132812
	Iteration 59Q: 3 clusters Score -773646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -773647.500000 Penalty: 4509.132812
	Iteration 60F: 3 clusters Score -773647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -773646.750000 Penalty: 4509.132812
	Iteration 61Q: 3 clusters Score -773646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -773649.250000 Penalty: 4509.132812
	Iteration 62Q: 3 clusters Score -773649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -773649.250000 Penalty: 4509.132812
	Iteration 63F: 3 clusters Score -773649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -295778.468750 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -295778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -292287.625000 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -292287.6 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -292990.125000 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -292990.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -293138.968750 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -293139 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -293233.843750 Penalty: 4032.655518
	Iteration 3Q: 3 clusters Score -293233.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -293290.156250 Penalty: 4032.655518
	Iteration 4Q: 3 clusters Score -293290.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -293337.656250 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -293337.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -293370.531250 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -293370.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -293390.031250 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -293390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -293411.906250 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -293411.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -293431.468750 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -293431.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -293451.500000 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -293451.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -293473.156250 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -293473.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -293490.218750 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -293490.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -293506.812500 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -293506.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -293522.468750 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -293522.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -293536.843750 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -293536.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -293550.531250 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -293550.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -293562.750000 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -293562.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -293575.437500 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -293575.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -293592.843750 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -293592.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -293606.343750 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -293606.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -293620.968750 Penalty: 4032.655518
	Iteration 21Q: 3 clusters Score -293621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -293636.437500 Penalty: 4032.655518
	Iteration 22Q: 3 clusters Score -293636.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -293654.656250 Penalty: 4032.655518
	Iteration 23Q: 3 clusters Score -293654.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -293673.593750 Penalty: 4032.655518
	Iteration 24Q: 3 clusters Score -293673.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -293693.656250 Penalty: 4032.655518
	Iteration 25Q: 3 clusters Score -293693.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -293713.562500 Penalty: 4032.655518
	Iteration 26Q: 3 clusters Score -293713.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -293729.062500 Penalty: 4032.655518
	Iteration 27Q: 3 clusters Score -293729.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -293749.906250 Penalty: 4032.655518
	Iteration 28Q: 3 clusters Score -293749.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -293764.718750 Penalty: 4032.655518
	Iteration 29Q: 3 clusters Score -293764.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -293780.906250 Penalty: 4032.655518
	Iteration 30Q: 3 clusters Score -293780.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -293793.656250 Penalty: 4032.655518
	Iteration 31Q: 3 clusters Score -293793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -293802.281250 Penalty: 4032.655518
	Iteration 32Q: 3 clusters Score -293802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -293811.375000 Penalty: 4032.655518
	Iteration 33Q: 3 clusters Score -293811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -293814.593750 Penalty: 4032.655518
	Iteration 34Q: 3 clusters Score -293814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -293820.687500 Penalty: 4032.655518
	Iteration 35Q: 3 clusters Score -293820.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -293828.281250 Penalty: 4032.655518
	Iteration 36Q: 3 clusters Score -293828.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -293835.625000 Penalty: 4032.655518
	Iteration 37Q: 3 clusters Score -293835.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -293841.187500 Penalty: 4032.655518
	Iteration 38Q: 3 clusters Score -293841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -293844.843750 Penalty: 4032.655518
	Iteration 39Q: 3 clusters Score -293844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -293849.250000 Penalty: 4032.655518
	Iteration 40F: 3 clusters Score -293849.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -293855.218750 Penalty: 4032.655518
	Iteration 41Q: 3 clusters Score -293855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -293860.156250 Penalty: 4032.655518
	Iteration 42Q: 3 clusters Score -293860.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -293866.593750 Penalty: 4032.655518
	Iteration 43Q: 3 clusters Score -293866.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -293876.406250 Penalty: 4032.655518
	Iteration 44Q: 3 clusters Score -293876.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -293887.156250 Penalty: 4032.655518
	Iteration 45Q: 3 clusters Score -293887.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -293899.437500 Penalty: 4032.655518
	Iteration 46Q: 3 clusters Score -293899.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -293908.468750 Penalty: 4032.655518
	Iteration 47Q: 3 clusters Score -293908.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -293914.531250 Penalty: 4032.655518
	Iteration 48Q: 3 clusters Score -293914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -293923.437500 Penalty: 4032.655518
	Iteration 49Q: 3 clusters Score -293923.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -293936.000000 Penalty: 4032.655518
	Iteration 50Q: 3 clusters Score -293936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -293947.437500 Penalty: 4032.655518
	Iteration 51Q: 3 clusters Score -293947.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -293956.031250 Penalty: 4032.655518
	Iteration 52Q: 3 clusters Score -293956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -293964.437500 Penalty: 4032.655518
	Iteration 53Q: 3 clusters Score -293964.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -293972.968750 Penalty: 4032.655518
	Iteration 54Q: 3 clusters Score -293973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -293978.437500 Penalty: 4032.655518
	Iteration 55Q: 3 clusters Score -293978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -293983.968750 Penalty: 4032.655518
	Iteration 56Q: 3 clusters Score -293984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -293989.937500 Penalty: 4032.655518
	Iteration 57Q: 3 clusters Score -293989.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -293996.343750 Penalty: 4032.655518
	Iteration 58Q: 3 clusters Score -293996.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -294002.281250 Penalty: 4032.655518
	Iteration 59Q: 3 clusters Score -294002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -294005.812500 Penalty: 4032.655518
	Iteration 60F: 3 clusters Score -294005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -294006.843750 Penalty: 4032.655518
	Iteration 61Q: 3 clusters Score -294006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -294009.281250 Penalty: 4032.655518
	Iteration 62Q: 3 clusters Score -294009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -294013.375000 Penalty: 4032.655518
	Iteration 63Q: 3 clusters Score -294013.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -294018.187500 Penalty: 4032.655518
	Iteration 64Q: 3 clusters Score -294018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -294020.593750 Penalty: 4032.655518
	Iteration 65Q: 3 clusters Score -294020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -294022.406250 Penalty: 4032.655518
	Iteration 66Q: 3 clusters Score -294022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -294025.781250 Penalty: 4032.655518
	Iteration 67Q: 3 clusters Score -294025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -294027.562500 Penalty: 4032.655518
	Iteration 68Q: 3 clusters Score -294027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -294029.781250 Penalty: 4032.655518
	Iteration 69Q: 3 clusters Score -294029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -294030.656250 Penalty: 4032.655518
	Iteration 70Q: 3 clusters Score -294030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -294032.437500 Penalty: 4032.655518
	Iteration 71Q: 3 clusters Score -294032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -294034.468750 Penalty: 4032.655518
	Iteration 72Q: 3 clusters Score -294034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -294035.343750 Penalty: 4032.655518
	Iteration 73Q: 3 clusters Score -294035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -294035.343750 Penalty: 4032.655518
	Iteration 74F: 3 clusters Score -294035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Entering Unmasked Estep 
Score: -880312.312500 Penalty: 2288.856689
	Iteration 0F: 2 clusters Score -880312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -872492.000000 Penalty: 4577.713379
	Iteration 0F: 3 clusters Score -872492 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -874742.937500 Penalty: 4577.713379
	Iteration 1F: 3 clusters Score -874742.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -875092.125000 Penalty: 4577.713379
	Iteration 2F: 3 clusters Score -875092.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -875382.250000 Penalty: 4577.713379
	Iteration 3F: 3 clusters Score -875382.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -875655.125000 Penalty: 4577.713379
	Iteration 4F: 3 clusters Score -875655.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -875928.687500 Penalty: 4577.713379
	Iteration 5Q: 3 clusters Score -875928.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -876164.562500 Penalty: 4577.713379
	Iteration 6Q: 3 clusters Score -876164.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -876408.687500 Penalty: 4577.713379
	Iteration 7Q: 3 clusters Score -876408.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -876655.937500 Penalty: 4577.713379
	Iteration 8Q: 3 clusters Score -876655.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -876896.562500 Penalty: 4577.713379
	Iteration 9Q: 3 clusters Score -876896.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -877124.562500 Penalty: 4577.713379
	Iteration 10Q: 3 clusters Score -877124.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -877360.125000 Penalty: 4577.713379
	Iteration 11Q: 3 clusters Score -877360.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -877556.625000 Penalty: 4577.713379
	Iteration 12Q: 3 clusters Score -877556.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -877721.750000 Penalty: 4577.713379
	Iteration 13Q: 3 clusters Score -877721.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -877846.812500 Penalty: 4577.713379
	Iteration 14Q: 3 clusters Score -877846.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -877935.750000 Penalty: 4577.713379
	Iteration 15Q: 3 clusters Score -877935.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -878006.375000 Penalty: 4577.713379
	Iteration 16Q: 3 clusters Score -878006.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -878066.937500 Penalty: 4577.713379
	Iteration 17Q: 3 clusters Score -878066.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -878120.312500 Penalty: 4577.713379
	Iteration 18Q: 3 clusters Score -878120.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -878173.250000 Penalty: 4577.713379
	Iteration 19Q: 3 clusters Score -878173.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -878208.687500 Penalty: 4577.713379
	Iteration 20F: 3 clusters Score -878208.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -878236.812500 Penalty: 4577.713379
	Iteration 21Q: 3 clusters Score -878236.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -878256.812500 Penalty: 4577.713379
	Iteration 22Q: 3 clusters Score -878256.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -878275.125000 Penalty: 4577.713379
	Iteration 23Q: 3 clusters Score -878275.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -878288.625000 Penalty: 4577.713379
	Iteration 24Q: 3 clusters Score -878288.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -878302.125000 Penalty: 4577.713379
	Iteration 25Q: 3 clusters Score -878302.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -878315.625000 Penalty: 4577.713379
	Iteration 26Q: 3 clusters Score -878315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -878324.937500 Penalty: 4577.713379
	Iteration 27Q: 3 clusters Score -878324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -878326.500000 Penalty: 4577.713379
	Iteration 28Q: 3 clusters Score -878326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -878330.375000 Penalty: 4577.713379
	Iteration 29Q: 3 clusters Score -878330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -878331.625000 Penalty: 4577.713379
	Iteration 30Q: 3 clusters Score -878331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -878333.375000 Penalty: 4577.713379
	Iteration 31Q: 3 clusters Score -878333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -878336.812500 Penalty: 4577.713379
	Iteration 32Q: 3 clusters Score -878336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -878336.250000 Penalty: 4577.713379
	Iteration 33Q: 3 clusters Score -878336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -878338.750000 Penalty: 4577.713379
	Iteration 34Q: 3 clusters Score -878338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -878341.062500 Penalty: 4577.713379
	Iteration 35Q: 3 clusters Score -878341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -878342.625000 Penalty: 4577.713379
	Iteration 36Q: 3 clusters Score -878342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -878342.625000 Penalty: 4577.713379
	Iteration 37F: 3 clusters Score -878342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Entering Unmasked Estep 
Score: -678482.750000 Penalty: 2219.249268
	Iteration 0F: 2 clusters Score -678482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -672226.312500 Penalty: 4438.498535
	Iteration 0F: 3 clusters Score -672226.3 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -673915.375000 Penalty: 4438.498535
	Iteration 1F: 3 clusters Score -673915.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -674151.625000 Penalty: 4438.498535
	Iteration 2F: 3 clusters Score -674151.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -674317.562500 Penalty: 4438.498535
	Iteration 3Q: 3 clusters Score -674317.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -674441.750000 Penalty: 4438.498535
	Iteration 4Q: 3 clusters Score -674441.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -674550.187500 Penalty: 4438.498535
	Iteration 5Q: 3 clusters Score -674550.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -674665.687500 Penalty: 4438.498535
	Iteration 6Q: 3 clusters Score -674665.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -674801.437500 Penalty: 4438.498535
	Iteration 7Q: 3 clusters Score -674801.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -674968.687500 Penalty: 4438.498535
	Iteration 8Q: 3 clusters Score -674968.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -675156.500000 Penalty: 4438.498535
	Iteration 9Q: 3 clusters Score -675156.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -675348.437500 Penalty: 4438.498535
	Iteration 10Q: 3 clusters Score -675348.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -675548.187500 Penalty: 4438.498535
	Iteration 11Q: 3 clusters Score -675548.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -675764.562500 Penalty: 4438.498535
	Iteration 12Q: 3 clusters Score -675764.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -675971.625000 Penalty: 4438.498535
	Iteration 13Q: 3 clusters Score -675971.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -676125.125000 Penalty: 4438.498535
	Iteration 14Q: 3 clusters Score -676125.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -676227.375000 Penalty: 4438.498535
	Iteration 15Q: 3 clusters Score -676227.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -676308.937500 Penalty: 4438.498535
	Iteration 16Q: 3 clusters Score -676308.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -676366.125000 Penalty: 4438.498535
	Iteration 17Q: 3 clusters Score -676366.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -676408.250000 Penalty: 4438.498535
	Iteration 18Q: 3 clusters Score -676408.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -676441.437500 Penalty: 4438.498535
	Iteration 19Q: 3 clusters Score -676441.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -676466.375000 Penalty: 4438.498535
	Iteration 20F: 3 clusters Score -676466.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -676489.562500 Penalty: 4438.498535
	Iteration 21Q: 3 clusters Score -676489.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -676514.312500 Penalty: 4438.498535
	Iteration 22Q: 3 clusters Score -676514.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -676540.250000 Penalty: 4438.498535
	Iteration 23Q: 3 clusters Score -676540.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -676559.000000 Penalty: 4438.498535
	Iteration 24Q: 3 clusters Score -676559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -676577.187500 Penalty: 4438.498535
	Iteration 25Q: 3 clusters Score -676577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -676596.875000 Penalty: 4438.498535
	Iteration 26Q: 3 clusters Score -676596.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -676609.437500 Penalty: 4438.498535
	Iteration 27Q: 3 clusters Score -676609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -676612.937500 Penalty: 4438.498535
	Iteration 28Q: 3 clusters Score -676612.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -676620.125000 Penalty: 4438.498535
	Iteration 29Q: 3 clusters Score -676620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -676623.875000 Penalty: 4438.498535
	Iteration 30Q: 3 clusters Score -676623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -676625.375000 Penalty: 4438.498535
	Iteration 31Q: 3 clusters Score -676625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -676627.750000 Penalty: 4438.498535
	Iteration 32Q: 3 clusters Score -676627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -676629.625000 Penalty: 4438.498535
	Iteration 33Q: 3 clusters Score -676629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -676630.875000 Penalty: 4438.498535
	Iteration 34Q: 3 clusters Score -676630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -676634.562500 Penalty: 4438.498535
	Iteration 35Q: 3 clusters Score -676634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -676638.437500 Penalty: 4438.498535
	Iteration 36Q: 3 clusters Score -676638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -676641.875000 Penalty: 4438.498535
	Iteration 37Q: 3 clusters Score -676641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -676644.500000 Penalty: 4438.498535
	Iteration 38Q: 3 clusters Score -676644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -676644.687500 Penalty: 4438.498535
	Iteration 39Q: 3 clusters Score -676644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -676644.687500 Penalty: 4438.498535
	Iteration 40F: 3 clusters Score -676644.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -386652.343750 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -386652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -382337.687500 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -382337.7 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -383389.875000 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -383389.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -383649.437500 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -383649.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -383838.718750 Penalty: 4182.738770
	Iteration 3F: 3 clusters Score -383838.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -383990.812500 Penalty: 4182.738770
	Iteration 4Q: 3 clusters Score -383990.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -384093.406250 Penalty: 4182.738770
	Iteration 5Q: 3 clusters Score -384093.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -384187.281250 Penalty: 4182.738770
	Iteration 6Q: 3 clusters Score -384187.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -384281.156250 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -384281.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -384366.187500 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -384366.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -384436.968750 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -384437 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -384492.343750 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -384492.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -384548.218750 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -384548.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -384592.468750 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -384592.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -384634.468750 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -384634.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -384673.781250 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -384673.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -384707.937500 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -384707.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -384738.562500 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -384738.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -384767.843750 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -384767.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -384791.281250 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -384791.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -384811.312500 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -384811.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -384830.593750 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -384830.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -384863.031250 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -384863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -384892.281250 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -384892.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -384921.156250 Penalty: 4182.738770
	Iteration 23Q: 3 clusters Score -384921.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -384949.187500 Penalty: 4182.738770
	Iteration 24Q: 3 clusters Score -384949.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -384976.062500 Penalty: 4182.738770
	Iteration 25Q: 3 clusters Score -384976.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -384995.500000 Penalty: 4182.738770
	Iteration 26Q: 3 clusters Score -384995.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -385015.281250 Penalty: 4182.738770
	Iteration 27Q: 3 clusters Score -385015.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -385028.812500 Penalty: 4182.738770
	Iteration 28Q: 3 clusters Score -385028.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -385044.312500 Penalty: 4182.738770
	Iteration 29Q: 3 clusters Score -385044.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -385057.500000 Penalty: 4182.738770
	Iteration 30Q: 3 clusters Score -385057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -385080.250000 Penalty: 4182.738770
	Iteration 31Q: 3 clusters Score -385080.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -385100.718750 Penalty: 4182.738770
	Iteration 32Q: 3 clusters Score -385100.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -385113.281250 Penalty: 4182.738770
	Iteration 33Q: 3 clusters Score -385113.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -385126.937500 Penalty: 4182.738770
	Iteration 34Q: 3 clusters Score -385126.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -385139.468750 Penalty: 4182.738770
	Iteration 35Q: 3 clusters Score -385139.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -385152.531250 Penalty: 4182.738770
	Iteration 36Q: 3 clusters Score -385152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -385160.531250 Penalty: 4182.738770
	Iteration 37Q: 3 clusters Score -385160.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -385164.468750 Penalty: 4182.738770
	Iteration 38Q: 3 clusters Score -385164.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -385170.250000 Penalty: 4182.738770
	Iteration 39Q: 3 clusters Score -385170.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -385176.156250 Penalty: 4182.738770
	Iteration 40F: 3 clusters Score -385176.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -385184.000000 Penalty: 4182.738770
	Iteration 41Q: 3 clusters Score -385184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -385188.406250 Penalty: 4182.738770
	Iteration 42Q: 3 clusters Score -385188.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -385192.593750 Penalty: 4182.738770
	Iteration 43Q: 3 clusters Score -385192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -385194.750000 Penalty: 4182.738770
	Iteration 44Q: 3 clusters Score -385194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -385197.375000 Penalty: 4182.738770
	Iteration 45Q: 3 clusters Score -385197.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -385201.937500 Penalty: 4182.738770
	Iteration 46Q: 3 clusters Score -385201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -385204.500000 Penalty: 4182.738770
	Iteration 47Q: 3 clusters Score -385204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -385207.343750 Penalty: 4182.738770
	Iteration 48Q: 3 clusters Score -385207.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -385210.750000 Penalty: 4182.738770
	Iteration 49Q: 3 clusters Score -385210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -385211.437500 Penalty: 4182.738770
	Iteration 50Q: 3 clusters Score -385211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -385212.125000 Penalty: 4182.738770
	Iteration 51Q: 3 clusters Score -385212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -385214.375000 Penalty: 4182.738770
	Iteration 52Q: 3 clusters Score -385214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -385214.718750 Penalty: 4182.738770
	Iteration 53Q: 3 clusters Score -385214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -385215.843750 Penalty: 4182.738770
	Iteration 54Q: 3 clusters Score -385215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -385216.437500 Penalty: 4182.738770
	Iteration 55Q: 3 clusters Score -385216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -385216.843750 Penalty: 4182.738770
	Iteration 56Q: 3 clusters Score -385216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -385217.750000 Penalty: 4182.738770
	Iteration 57Q: 3 clusters Score -385217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -385218.062500 Penalty: 4182.738770
	Iteration 58Q: 3 clusters Score -385218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -385219.656250 Penalty: 4182.738770
	Iteration 59Q: 3 clusters Score -385219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -385219.968750 Penalty: 4182.738770
	Iteration 60F: 3 clusters Score -385220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -385222.500000 Penalty: 4182.738770
	Iteration 61Q: 3 clusters Score -385222.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -385225.562500 Penalty: 4182.738770
	Iteration 62Q: 3 clusters Score -385225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -385227.031250 Penalty: 4182.738770
	Iteration 63Q: 3 clusters Score -385227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -385228.875000 Penalty: 4182.738770
	Iteration 64Q: 3 clusters Score -385228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -385230.031250 Penalty: 4182.738770
	Iteration 65Q: 3 clusters Score -385230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -385231.156250 Penalty: 4182.738770
	Iteration 66Q: 3 clusters Score -385231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -385231.968750 Penalty: 4182.738770
	Iteration 67Q: 3 clusters Score -385232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -385232.656250 Penalty: 4182.738770
	Iteration 68Q: 3 clusters Score -385232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -385233.687500 Penalty: 4182.738770
	Iteration 69Q: 3 clusters Score -385233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -385234.437500 Penalty: 4182.738770
	Iteration 70Q: 3 clusters Score -385234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -385234.156250 Penalty: 4182.738770
	Iteration 71Q: 3 clusters Score -385234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -385234.718750 Penalty: 4182.738770
	Iteration 72Q: 3 clusters Score -385234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -385235.281250 Penalty: 4182.738770
	Iteration 73Q: 3 clusters Score -385235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -385237.343750 Penalty: 4182.738770
	Iteration 74Q: 3 clusters Score -385237.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -385238.125000 Penalty: 4182.738770
	Iteration 75Q: 3 clusters Score -385238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -385239.437500 Penalty: 4182.738770
	Iteration 76Q: 3 clusters Score -385239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -385239.437500 Penalty: 4182.738770
	Iteration 77F: 3 clusters Score -385239.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -587594.312500 Penalty: 2184.327148
	Iteration 0F: 2 clusters Score -587594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -582068.375000 Penalty: 4368.654297
	Iteration 0F: 3 clusters Score -582068.4 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -583607.625000 Penalty: 4368.654297
	Iteration 1F: 3 clusters Score -583607.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -583948.187500 Penalty: 4368.654297
	Iteration 2F: 3 clusters Score -583948.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -584185.187500 Penalty: 4368.654297
	Iteration 3F: 3 clusters Score -584185.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -584357.875000 Penalty: 4368.654297
	Iteration 4Q: 3 clusters Score -584357.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -584486.375000 Penalty: 4368.654297
	Iteration 5Q: 3 clusters Score -584486.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -584598.750000 Penalty: 4368.654297
	Iteration 6Q: 3 clusters Score -584598.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -584670.500000 Penalty: 4368.654297
	Iteration 7Q: 3 clusters Score -584670.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -584725.375000 Penalty: 4368.654297
	Iteration 8Q: 3 clusters Score -584725.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -584764.250000 Penalty: 4368.654297
	Iteration 9Q: 3 clusters Score -584764.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -584799.500000 Penalty: 4368.654297
	Iteration 10Q: 3 clusters Score -584799.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -584829.062500 Penalty: 4368.654297
	Iteration 11Q: 3 clusters Score -584829.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -584857.000000 Penalty: 4368.654297
	Iteration 12Q: 3 clusters Score -584857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -584872.562500 Penalty: 4368.654297
	Iteration 13Q: 3 clusters Score -584872.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -584888.312500 Penalty: 4368.654297
	Iteration 14Q: 3 clusters Score -584888.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -584907.062500 Penalty: 4368.654297
	Iteration 15Q: 3 clusters Score -584907.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -584922.062500 Penalty: 4368.654297
	Iteration 16Q: 3 clusters Score -584922.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -584929.625000 Penalty: 4368.654297
	Iteration 17Q: 3 clusters Score -584929.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -584940.375000 Penalty: 4368.654297
	Iteration 18Q: 3 clusters Score -584940.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -584951.750000 Penalty: 4368.654297
	Iteration 19Q: 3 clusters Score -584951.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -584959.812500 Penalty: 4368.654297
	Iteration 20F: 3 clusters Score -584959.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -584968.500000 Penalty: 4368.654297
	Iteration 21Q: 3 clusters Score -584968.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -584980.375000 Penalty: 4368.654297
	Iteration 22Q: 3 clusters Score -584980.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -584989.687500 Penalty: 4368.654297
	Iteration 23Q: 3 clusters Score -584989.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -584999.375000 Penalty: 4368.654297
	Iteration 24Q: 3 clusters Score -584999.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -585005.937500 Penalty: 4368.654297
	Iteration 25Q: 3 clusters Score -585005.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -585011.562500 Penalty: 4368.654297
	Iteration 26Q: 3 clusters Score -585011.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -585019.500000 Penalty: 4368.654297
	Iteration 27Q: 3 clusters Score -585019.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -585025.875000 Penalty: 4368.654297
	Iteration 28Q: 3 clusters Score -585025.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -585031.937500 Penalty: 4368.654297
	Iteration 29Q: 3 clusters Score -585031.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -585037.125000 Penalty: 4368.654297
	Iteration 30Q: 3 clusters Score -585037.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -585043.625000 Penalty: 4368.654297
	Iteration 31Q: 3 clusters Score -585043.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -585050.687500 Penalty: 4368.654297
	Iteration 32Q: 3 clusters Score -585050.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -585054.437500 Penalty: 4368.654297
	Iteration 33Q: 3 clusters Score -585054.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -585061.062500 Penalty: 4368.654297
	Iteration 34Q: 3 clusters Score -585061.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -585066.312500 Penalty: 4368.654297
	Iteration 35Q: 3 clusters Score -585066.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -585070.375000 Penalty: 4368.654297
	Iteration 36Q: 3 clusters Score -585070.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -585074.250000 Penalty: 4368.654297
	Iteration 37Q: 3 clusters Score -585074.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -585078.437500 Penalty: 4368.654297
	Iteration 38Q: 3 clusters Score -585078.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -585084.312500 Penalty: 4368.654297
	Iteration 39Q: 3 clusters Score -585084.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -585088.125000 Penalty: 4368.654297
	Iteration 40F: 3 clusters Score -585088.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -585092.750000 Penalty: 4368.654297
	Iteration 41Q: 3 clusters Score -585092.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -585097.312500 Penalty: 4368.654297
	Iteration 42Q: 3 clusters Score -585097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -585100.687500 Penalty: 4368.654297
	Iteration 43Q: 3 clusters Score -585100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -585102.812500 Penalty: 4368.654297
	Iteration 44Q: 3 clusters Score -585102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -585103.625000 Penalty: 4368.654297
	Iteration 45Q: 3 clusters Score -585103.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -585107.062500 Penalty: 4368.654297
	Iteration 46Q: 3 clusters Score -585107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -585110.937500 Penalty: 4368.654297
	Iteration 47Q: 3 clusters Score -585110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -585114.562500 Penalty: 4368.654297
	Iteration 48Q: 3 clusters Score -585114.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -585116.625000 Penalty: 4368.654297
	Iteration 49Q: 3 clusters Score -585116.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -585121.875000 Penalty: 4368.654297
	Iteration 50Q: 3 clusters Score -585121.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -585125.875000 Penalty: 4368.654297
	Iteration 51Q: 3 clusters Score -585125.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -585127.000000 Penalty: 4368.654297
	Iteration 52Q: 3 clusters Score -585127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -585132.000000 Penalty: 4368.654297
	Iteration 53Q: 3 clusters Score -585132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -585135.625000 Penalty: 4368.654297
	Iteration 54Q: 3 clusters Score -585135.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -585139.687500 Penalty: 4368.654297
	Iteration 55Q: 3 clusters Score -585139.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -585142.375000 Penalty: 4368.654297
	Iteration 56Q: 3 clusters Score -585142.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -585145.625000 Penalty: 4368.654297
	Iteration 57Q: 3 clusters Score -585145.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -585148.875000 Penalty: 4368.654297
	Iteration 58Q: 3 clusters Score -585148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -585150.937500 Penalty: 4368.654297
	Iteration 59Q: 3 clusters Score -585150.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -585155.250000 Penalty: 4368.654297
	Iteration 60F: 3 clusters Score -585155.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -585159.562500 Penalty: 4368.654297
	Iteration 61Q: 3 clusters Score -585159.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -585164.312500 Penalty: 4368.654297
	Iteration 62Q: 3 clusters Score -585164.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -585171.375000 Penalty: 4368.654297
	Iteration 63Q: 3 clusters Score -585171.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -585183.875000 Penalty: 4368.654297
	Iteration 64Q: 3 clusters Score -585183.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -585195.187500 Penalty: 4368.654297
	Iteration 65Q: 3 clusters Score -585195.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -585209.750000 Penalty: 4368.654297
	Iteration 66Q: 3 clusters Score -585209.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -585226.500000 Penalty: 4368.654297
	Iteration 67Q: 3 clusters Score -585226.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -585247.937500 Penalty: 4368.654297
	Iteration 68Q: 3 clusters Score -585247.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -585275.187500 Penalty: 4368.654297
	Iteration 69Q: 3 clusters Score -585275.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -585297.437500 Penalty: 4368.654297
	Iteration 70Q: 3 clusters Score -585297.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -585318.125000 Penalty: 4368.654297
	Iteration 71Q: 3 clusters Score -585318.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -585342.687500 Penalty: 4368.654297
	Iteration 72Q: 3 clusters Score -585342.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -585368.812500 Penalty: 4368.654297
	Iteration 73Q: 3 clusters Score -585368.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -585390.937500 Penalty: 4368.654297
	Iteration 74Q: 3 clusters Score -585390.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -585409.937500 Penalty: 4368.654297
	Iteration 75Q: 3 clusters Score -585409.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -585436.875000 Penalty: 4368.654297
	Iteration 76Q: 3 clusters Score -585436.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -585462.437500 Penalty: 4368.654297
	Iteration 77Q: 3 clusters Score -585462.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -585484.625000 Penalty: 4368.654297
	Iteration 78Q: 3 clusters Score -585484.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -585512.562500 Penalty: 4368.654297
	Iteration 79Q: 3 clusters Score -585512.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -585533.187500 Penalty: 4368.654297
	Iteration 80F: 3 clusters Score -585533.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -585548.125000 Penalty: 4368.654297
	Iteration 81Q: 3 clusters Score -585548.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -585561.937500 Penalty: 4368.654297
	Iteration 82Q: 3 clusters Score -585561.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -585573.000000 Penalty: 4368.654297
	Iteration 83Q: 3 clusters Score -585573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -585586.250000 Penalty: 4368.654297
	Iteration 84Q: 3 clusters Score -585586.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -585600.500000 Penalty: 4368.654297
	Iteration 85Q: 3 clusters Score -585600.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -585614.687500 Penalty: 4368.654297
	Iteration 86Q: 3 clusters Score -585614.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -585629.750000 Penalty: 4368.654297
	Iteration 87Q: 3 clusters Score -585629.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -585640.875000 Penalty: 4368.654297
	Iteration 88Q: 3 clusters Score -585640.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -585649.937500 Penalty: 4368.654297
	Iteration 89Q: 3 clusters Score -585649.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -585658.750000 Penalty: 4368.654297
	Iteration 90Q: 3 clusters Score -585658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -585664.375000 Penalty: 4368.654297
	Iteration 91Q: 3 clusters Score -585664.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -585669.187500 Penalty: 4368.654297
	Iteration 92Q: 3 clusters Score -585669.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -585675.625000 Penalty: 4368.654297
	Iteration 93Q: 3 clusters Score -585675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -585681.125000 Penalty: 4368.654297
	Iteration 94Q: 3 clusters Score -585681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -585683.687500 Penalty: 4368.654297
	Iteration 95Q: 3 clusters Score -585683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -585683.500000 Penalty: 4368.654297
	Iteration 96Q: 3 clusters Score -585683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -585685.062500 Penalty: 4368.654297
	Iteration 97Q: 3 clusters Score -585685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -585685.062500 Penalty: 4368.654297
	Iteration 98F: 3 clusters Score -585685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Entering Unmasked Estep 
Score: -488615.187500 Penalty: 2138.457764
	Iteration 0F: 2 clusters Score -488615.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -483797.250000 Penalty: 4276.915527
	Iteration 0F: 3 clusters Score -483797.2 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -485070.750000 Penalty: 4276.915527
	Iteration 1F: 3 clusters Score -485070.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -485331.250000 Penalty: 4276.915527
	Iteration 2F: 3 clusters Score -485331.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -485472.000000 Penalty: 4276.915527
	Iteration 3Q: 3 clusters Score -485472 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -485559.156250 Penalty: 4276.915527
	Iteration 4Q: 3 clusters Score -485559.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -485626.187500 Penalty: 4276.915527
	Iteration 5Q: 3 clusters Score -485626.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -485684.812500 Penalty: 4276.915527
	Iteration 6Q: 3 clusters Score -485684.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -485749.625000 Penalty: 4276.915527
	Iteration 7Q: 3 clusters Score -485749.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -485826.125000 Penalty: 4276.915527
	Iteration 8Q: 3 clusters Score -485826.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -485904.125000 Penalty: 4276.915527
	Iteration 9Q: 3 clusters Score -485904.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -485977.343750 Penalty: 4276.915527
	Iteration 10Q: 3 clusters Score -485977.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -486040.281250 Penalty: 4276.915527
	Iteration 11Q: 3 clusters Score -486040.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -486115.781250 Penalty: 4276.915527
	Iteration 12Q: 3 clusters Score -486115.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -486177.531250 Penalty: 4276.915527
	Iteration 13Q: 3 clusters Score -486177.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -486240.750000 Penalty: 4276.915527
	Iteration 14Q: 3 clusters Score -486240.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -486304.343750 Penalty: 4276.915527
	Iteration 15Q: 3 clusters Score -486304.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -486356.875000 Penalty: 4276.915527
	Iteration 16Q: 3 clusters Score -486356.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -486403.500000 Penalty: 4276.915527
	Iteration 17Q: 3 clusters Score -486403.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -486456.468750 Penalty: 4276.915527
	Iteration 18Q: 3 clusters Score -486456.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -486509.000000 Penalty: 4276.915527
	Iteration 19Q: 3 clusters Score -486509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -486555.500000 Penalty: 4276.915527
	Iteration 20F: 3 clusters Score -486555.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -486596.156250 Penalty: 4276.915527
	Iteration 21Q: 3 clusters Score -486596.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -486630.156250 Penalty: 4276.915527
	Iteration 22Q: 3 clusters Score -486630.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -486654.531250 Penalty: 4276.915527
	Iteration 23Q: 3 clusters Score -486654.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -486672.656250 Penalty: 4276.915527
	Iteration 24Q: 3 clusters Score -486672.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -486694.937500 Penalty: 4276.915527
	Iteration 25Q: 3 clusters Score -486694.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -486712.843750 Penalty: 4276.915527
	Iteration 26Q: 3 clusters Score -486712.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -486728.468750 Penalty: 4276.915527
	Iteration 27Q: 3 clusters Score -486728.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -486743.687500 Penalty: 4276.915527
	Iteration 28Q: 3 clusters Score -486743.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -486758.312500 Penalty: 4276.915527
	Iteration 29Q: 3 clusters Score -486758.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -486772.968750 Penalty: 4276.915527
	Iteration 30Q: 3 clusters Score -486773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -486786.937500 Penalty: 4276.915527
	Iteration 31Q: 3 clusters Score -486786.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -486796.031250 Penalty: 4276.915527
	Iteration 32Q: 3 clusters Score -486796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -486800.031250 Penalty: 4276.915527
	Iteration 33Q: 3 clusters Score -486800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -486806.812500 Penalty: 4276.915527
	Iteration 34Q: 3 clusters Score -486806.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -486812.281250 Penalty: 4276.915527
	Iteration 35Q: 3 clusters Score -486812.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -486817.968750 Penalty: 4276.915527
	Iteration 36Q: 3 clusters Score -486818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -486824.375000 Penalty: 4276.915527
	Iteration 37Q: 3 clusters Score -486824.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -486830.875000 Penalty: 4276.915527
	Iteration 38Q: 3 clusters Score -486830.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -486834.468750 Penalty: 4276.915527
	Iteration 39Q: 3 clusters Score -486834.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -486840.062500 Penalty: 4276.915527
	Iteration 40F: 3 clusters Score -486840.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -486848.281250 Penalty: 4276.915527
	Iteration 41Q: 3 clusters Score -486848.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -486855.375000 Penalty: 4276.915527
	Iteration 42Q: 3 clusters Score -486855.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -486861.843750 Penalty: 4276.915527
	Iteration 43Q: 3 clusters Score -486861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -486864.218750 Penalty: 4276.915527
	Iteration 44Q: 3 clusters Score -486864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -486866.593750 Penalty: 4276.915527
	Iteration 45Q: 3 clusters Score -486866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -486867.750000 Penalty: 4276.915527
	Iteration 46Q: 3 clusters Score -486867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -486869.125000 Penalty: 4276.915527
	Iteration 47Q: 3 clusters Score -486869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -486869.718750 Penalty: 4276.915527
	Iteration 48Q: 3 clusters Score -486869.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -486871.031250 Penalty: 4276.915527
	Iteration 49Q: 3 clusters Score -486871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -486870.718750 Penalty: 4276.915527
	Iteration 50Q: 3 clusters Score -486870.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -486872.000000 Penalty: 4276.915527
	Iteration 51Q: 3 clusters Score -486872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -486873.843750 Penalty: 4276.915527
	Iteration 52Q: 3 clusters Score -486873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -486874.937500 Penalty: 4276.915527
	Iteration 53Q: 3 clusters Score -486874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -486876.750000 Penalty: 4276.915527
	Iteration 54Q: 3 clusters Score -486876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -486879.843750 Penalty: 4276.915527
	Iteration 55Q: 3 clusters Score -486879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -486882.000000 Penalty: 4276.915527
	Iteration 56Q: 3 clusters Score -486882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -486883.218750 Penalty: 4276.915527
	Iteration 57Q: 3 clusters Score -486883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -486884.187500 Penalty: 4276.915527
	Iteration 58Q: 3 clusters Score -486884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -486885.656250 Penalty: 4276.915527
	Iteration 59Q: 3 clusters Score -486885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -486886.093750 Penalty: 4276.915527
	Iteration 60F: 3 clusters Score -486886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -486888.187500 Penalty: 4276.915527
	Iteration 61Q: 3 clusters Score -486888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -486888.812500 Penalty: 4276.915527
	Iteration 62Q: 3 clusters Score -486888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -486888.812500 Penalty: 4276.915527
	Iteration 63F: 3 clusters Score -486888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20927 members 
Mstep: Class 8 contains 8611 members 
Mstep: Class 9 contains 15645 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23809 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6807 members 
Mstep: Class 17 contains 25931 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21914 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108647 members 
Mstep: Class 24 contains 14496 members 
Mstep: Class 25 contains 35329 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197580.000000 Penalty: 106802.460938
Iteration 239Q: 34 clusters Score -3.819758e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20928 members 
Mstep: Class 8 contains 8610 members 
Mstep: Class 9 contains 15640 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23809 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6807 members 
Mstep: Class 17 contains 25931 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21928 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108653 members 
Mstep: Class 24 contains 14497 members 
Mstep: Class 25 contains 35310 members 
Mstep: Class 26 contains 13660 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10196 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197604.000000 Penalty: 106802.460938
Iteration 240F: 34 clusters Score -3.81976e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20927 members 
Mstep: Class 8 contains 8606 members 
Mstep: Class 9 contains 15635 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23809 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6807 members 
Mstep: Class 17 contains 25930 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21952 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108655 members 
Mstep: Class 24 contains 14498 members 
Mstep: Class 25 contains 35287 members 
Mstep: Class 26 contains 13663 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197664.000000 Penalty: 106802.460938
Iteration 241Q: 34 clusters Score -3.819766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20929 members 
Mstep: Class 8 contains 8603 members 
Mstep: Class 9 contains 15624 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23808 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6807 members 
Mstep: Class 17 contains 25930 members 
Mstep: Class 18 contains 6718 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 21977 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108660 members 
Mstep: Class 24 contains 14498 members 
Mstep: Class 25 contains 35267 members 
Mstep: Class 26 contains 13665 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10205 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197648.000000 Penalty: 106802.460938
Iteration 242Q: 34 clusters Score -3.819765e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20926 members 
Mstep: Class 8 contains 8602 members 
Mstep: Class 9 contains 15614 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23808 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6807 members 
Mstep: Class 17 contains 25931 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22008 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108662 members 
Mstep: Class 24 contains 14499 members 
Mstep: Class 25 contains 35252 members 
Mstep: Class 26 contains 13665 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10207 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197612.000000 Penalty: 106802.460938
Iteration 243Q: 34 clusters Score -3.819761e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20924 members 
Mstep: Class 8 contains 8598 members 
Mstep: Class 9 contains 15603 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23808 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 25934 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22043 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108667 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 35233 members 
Mstep: Class 26 contains 13661 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10208 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197676.000000 Penalty: 106802.460938
Iteration 244Q: 34 clusters Score -3.819768e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20923 members 
Mstep: Class 8 contains 8597 members 
Mstep: Class 9 contains 15597 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6804 members 
Mstep: Class 17 contains 25930 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22069 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108663 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 35221 members 
Mstep: Class 26 contains 13659 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10214 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197644.000000 Penalty: 106802.460938
Iteration 245Q: 34 clusters Score -3.819764e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20923 members 
Mstep: Class 8 contains 8595 members 
Mstep: Class 9 contains 15587 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6803 members 
Mstep: Class 17 contains 25929 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22089 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108667 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 35210 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10221 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197664.000000 Penalty: 106802.460938
Iteration 246Q: 34 clusters Score -3.819766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20923 members 
Mstep: Class 8 contains 8594 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 3928 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 25928 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22114 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108667 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35195 members 
Mstep: Class 26 contains 13653 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10230 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197728.000000 Penalty: 106802.460938
Iteration 247Q: 34 clusters Score -3.819773e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20923 members 
Mstep: Class 8 contains 8595 members 
Mstep: Class 9 contains 15567 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6802 members 
Mstep: Class 17 contains 25931 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22136 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108670 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35179 members 
Mstep: Class 26 contains 13652 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10237 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197744.000000 Penalty: 106802.460938
Iteration 248Q: 34 clusters Score -3.819774e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20926 members 
Mstep: Class 8 contains 8596 members 
Mstep: Class 9 contains 15548 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6802 members 
Mstep: Class 17 contains 25931 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22163 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108668 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35164 members 
Mstep: Class 26 contains 13650 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10245 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197692.000000 Penalty: 106802.460938
Iteration 249Q: 34 clusters Score -3.819769e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4795 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20928 members 
Mstep: Class 8 contains 8597 members 
Mstep: Class 9 contains 15527 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 25932 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22196 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108671 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 35140 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10253 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197624.000000 Penalty: 106802.460938
Iteration 250Q: 34 clusters Score -3.819762e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 9139 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 8598 members 
Mstep: Class 9 contains 15513 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6800 members 
Mstep: Class 17 contains 25934 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22214 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108668 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 35133 members 
Mstep: Class 26 contains 13646 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10259 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197680.000000 Penalty: 106802.460938
Iteration 251Q: 34 clusters Score -3.819768e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9009 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 8598 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 25934 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22240 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108667 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 35123 members 
Mstep: Class 26 contains 13644 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10259 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197708.000000 Penalty: 106802.460938
Iteration 252Q: 34 clusters Score -3.819771e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 8594 members 
Mstep: Class 9 contains 15488 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108665 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 35115 members 
Mstep: Class 26 contains 13635 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10260 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197696.000000 Penalty: 106802.460938
Iteration 253Q: 34 clusters Score -3.81977e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 9002 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 15480 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3925 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 25935 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22300 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108665 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35103 members 
Mstep: Class 26 contains 13630 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10259 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197704.000000 Penalty: 106802.460938
Iteration 254Q: 34 clusters Score -3.81977e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8995 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 8585 members 
Mstep: Class 9 contains 15476 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6800 members 
Mstep: Class 17 contains 25937 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22322 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108670 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35090 members 
Mstep: Class 26 contains 13622 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10260 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197712.000000 Penalty: 106802.460938
Iteration 255Q: 34 clusters Score -3.819771e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 8585 members 
Mstep: Class 9 contains 15469 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6799 members 
Mstep: Class 17 contains 25939 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22340 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108667 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35077 members 
Mstep: Class 26 contains 13622 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10262 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197668.000000 Penalty: 106802.460938
Iteration 256Q: 34 clusters Score -3.819767e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8989 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 8585 members 
Mstep: Class 9 contains 15464 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6798 members 
Mstep: Class 17 contains 25938 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22356 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108669 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35068 members 
Mstep: Class 26 contains 13623 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10262 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197692.000000 Penalty: 106802.460938
Iteration 257Q: 34 clusters Score -3.819769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8985 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 8586 members 
Mstep: Class 9 contains 15452 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3927 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6797 members 
Mstep: Class 17 contains 25941 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22378 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108668 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35058 members 
Mstep: Class 26 contains 13622 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10264 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197716.000000 Penalty: 106802.460938
Iteration 258Q: 34 clusters Score -3.819772e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8984 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 15448 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3928 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 25939 members 
Mstep: Class 18 contains 6715 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 22405 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108670 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35038 members 
Mstep: Class 26 contains 13621 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197696.000000 Penalty: 106802.460938
Iteration 259Q: 34 clusters Score -3.81977e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8987 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20928 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15442 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25943 members 
Mstep: Class 18 contains 6715 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 22434 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108665 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 35021 members 
Mstep: Class 26 contains 13620 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10271 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197680.000000 Penalty: 106802.460938
Iteration 260F: 34 clusters Score -3.819768e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8986 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20924 members 
Mstep: Class 8 contains 8576 members 
Mstep: Class 9 contains 15434 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23806 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25949 members 
Mstep: Class 18 contains 6714 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 22465 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108668 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 35002 members 
Mstep: Class 26 contains 13622 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10271 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197724.000000 Penalty: 106802.460938
Iteration 261Q: 34 clusters Score -3.819772e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 4795 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20920 members 
Mstep: Class 8 contains 8574 members 
Mstep: Class 9 contains 15425 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23805 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 6714 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 22495 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108676 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34985 members 
Mstep: Class 26 contains 13623 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10271 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4596 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197720.000000 Penalty: 106802.460938
Iteration 262Q: 34 clusters Score -3.819772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20914 members 
Mstep: Class 8 contains 8575 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23805 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25951 members 
Mstep: Class 18 contains 6714 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 22518 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108675 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34974 members 
Mstep: Class 26 contains 13622 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10273 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197724.000000 Penalty: 106802.460938
Iteration 263Q: 34 clusters Score -3.819772e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20913 members 
Mstep: Class 8 contains 8573 members 
Mstep: Class 9 contains 15408 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23805 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 6714 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 22534 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108673 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34966 members 
Mstep: Class 26 contains 13621 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10278 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197720.000000 Penalty: 106802.460938
Iteration 264Q: 34 clusters Score -3.819772e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20907 members 
Mstep: Class 8 contains 8573 members 
Mstep: Class 9 contains 15405 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23805 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25951 members 
Mstep: Class 18 contains 6714 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 22558 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108676 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34954 members 
Mstep: Class 26 contains 13620 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197728.000000 Penalty: 106802.460938
Iteration 265Q: 34 clusters Score -3.819773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20902 members 
Mstep: Class 8 contains 8575 members 
Mstep: Class 9 contains 15402 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23805 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25954 members 
Mstep: Class 18 contains 6715 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 22573 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108677 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34946 members 
Mstep: Class 26 contains 13619 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10278 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197764.000000 Penalty: 106802.460938
Iteration 266Q: 34 clusters Score -3.819776e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8976 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20899 members 
Mstep: Class 8 contains 8576 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23805 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25957 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22586 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108681 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34937 members 
Mstep: Class 26 contains 13618 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10277 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197736.000000 Penalty: 106802.460938
Iteration 267Q: 34 clusters Score -3.819774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20896 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 15387 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25960 members 
Mstep: Class 18 contains 6718 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22599 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108675 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34932 members 
Mstep: Class 26 contains 13618 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10277 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197796.000000 Penalty: 106802.460938
Iteration 268Q: 34 clusters Score -3.81978e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8971 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20894 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 15378 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25963 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22619 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108677 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34917 members 
Mstep: Class 26 contains 13619 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197724.000000 Penalty: 106802.460938
Iteration 269Q: 34 clusters Score -3.819772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8970 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20890 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15367 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22636 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108679 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34905 members 
Mstep: Class 26 contains 13620 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10281 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197728.000000 Penalty: 106802.460938
Iteration 270Q: 34 clusters Score -3.819773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8969 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20887 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 15361 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3934 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22653 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108682 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34892 members 
Mstep: Class 26 contains 13622 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10282 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197744.000000 Penalty: 106802.460938
Iteration 271Q: 34 clusters Score -3.819774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8969 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20884 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15352 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25964 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22674 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108684 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34886 members 
Mstep: Class 26 contains 13619 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10282 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197748.000000 Penalty: 106802.460938
Iteration 272Q: 34 clusters Score -3.819775e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 8969 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20878 members 
Mstep: Class 8 contains 8579 members 
Mstep: Class 9 contains 15342 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 25963 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22700 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108686 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34879 members 
Mstep: Class 26 contains 13616 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10281 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197748.000000 Penalty: 106802.460938
Iteration 273Q: 34 clusters Score -3.819775e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8966 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20878 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 15333 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25961 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22725 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108685 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34872 members 
Mstep: Class 26 contains 13611 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10280 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197768.000000 Penalty: 106802.460938
Iteration 274Q: 34 clusters Score -3.819777e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8968 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20876 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15329 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 25960 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22742 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108692 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34864 members 
Mstep: Class 26 contains 13609 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10281 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197752.000000 Penalty: 106802.460938
Iteration 275Q: 34 clusters Score -3.819775e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8965 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20876 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15323 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25962 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22750 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108695 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34859 members 
Mstep: Class 26 contains 13608 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10282 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197748.000000 Penalty: 106802.460938
Iteration 276Q: 34 clusters Score -3.819775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8965 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20876 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15320 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25962 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22755 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108696 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34858 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197756.000000 Penalty: 106802.460938
Iteration 277Q: 34 clusters Score -3.819776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8964 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20875 members 
Mstep: Class 8 contains 8579 members 
Mstep: Class 9 contains 15318 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25962 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22757 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108697 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34857 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10287 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197744.000000 Penalty: 106802.460938
Iteration 278Q: 34 clusters Score -3.819774e+07 nChanged 25
Entering ConstructFrom: 
Score: -38197744.000000 Penalty: 106802.460938
Entering ConstructFrom: 
Trying to split cluster 1 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -547970.062500 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -547970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -542733.375000 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -542733.4 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -544055.875000 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -544055.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -544256.750000 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -544256.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -544367.000000 Penalty: 4326.883789
	Iteration 3Q: 3 clusters Score -544367 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -544445.000000 Penalty: 4326.883789
	Iteration 4Q: 3 clusters Score -544445 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -544496.937500 Penalty: 4326.883789
	Iteration 5Q: 3 clusters Score -544496.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -544537.625000 Penalty: 4326.883789
	Iteration 6Q: 3 clusters Score -544537.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -544568.250000 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -544568.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -544600.062500 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -544600.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -544626.000000 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -544626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -544650.000000 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -544650 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -544671.125000 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -544671.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -544689.187500 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -544689.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -544712.125000 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -544712.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -544740.687500 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -544740.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -544762.937500 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -544762.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -544779.500000 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -544779.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -544794.937500 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -544794.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -544815.312500 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -544815.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -544837.812500 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -544837.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -544862.812500 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -544862.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -544884.250000 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -544884.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -544914.562500 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -544914.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -544951.812500 Penalty: 4326.883789
	Iteration 23Q: 3 clusters Score -544951.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -544986.125000 Penalty: 4326.883789
	Iteration 24Q: 3 clusters Score -544986.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -545023.250000 Penalty: 4326.883789
	Iteration 25Q: 3 clusters Score -545023.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -545062.375000 Penalty: 4326.883789
	Iteration 26Q: 3 clusters Score -545062.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -545114.500000 Penalty: 4326.883789
	Iteration 27Q: 3 clusters Score -545114.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -545161.562500 Penalty: 4326.883789
	Iteration 28Q: 3 clusters Score -545161.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -545220.250000 Penalty: 4326.883789
	Iteration 29Q: 3 clusters Score -545220.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -545282.312500 Penalty: 4326.883789
	Iteration 30Q: 3 clusters Score -545282.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -545338.937500 Penalty: 4326.883789
	Iteration 31Q: 3 clusters Score -545338.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -545407.625000 Penalty: 4326.883789
	Iteration 32Q: 3 clusters Score -545407.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -545478.625000 Penalty: 4326.883789
	Iteration 33Q: 3 clusters Score -545478.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -545536.062500 Penalty: 4326.883789
	Iteration 34Q: 3 clusters Score -545536.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -545580.125000 Penalty: 4326.883789
	Iteration 35Q: 3 clusters Score -545580.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -545624.562500 Penalty: 4326.883789
	Iteration 36Q: 3 clusters Score -545624.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -545668.250000 Penalty: 4326.883789
	Iteration 37Q: 3 clusters Score -545668.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -545708.812500 Penalty: 4326.883789
	Iteration 38Q: 3 clusters Score -545708.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -545738.000000 Penalty: 4326.883789
	Iteration 39Q: 3 clusters Score -545738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -545761.812500 Penalty: 4326.883789
	Iteration 40F: 3 clusters Score -545761.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -545785.000000 Penalty: 4326.883789
	Iteration 41Q: 3 clusters Score -545785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -545809.562500 Penalty: 4326.883789
	Iteration 42Q: 3 clusters Score -545809.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -545837.562500 Penalty: 4326.883789
	Iteration 43Q: 3 clusters Score -545837.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -545858.375000 Penalty: 4326.883789
	Iteration 44Q: 3 clusters Score -545858.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -545877.500000 Penalty: 4326.883789
	Iteration 45Q: 3 clusters Score -545877.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -545892.812500 Penalty: 4326.883789
	Iteration 46Q: 3 clusters Score -545892.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -545907.187500 Penalty: 4326.883789
	Iteration 47Q: 3 clusters Score -545907.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -545918.000000 Penalty: 4326.883789
	Iteration 48Q: 3 clusters Score -545918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -545929.937500 Penalty: 4326.883789
	Iteration 49Q: 3 clusters Score -545929.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -545946.812500 Penalty: 4326.883789
	Iteration 50Q: 3 clusters Score -545946.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -545966.687500 Penalty: 4326.883789
	Iteration 51Q: 3 clusters Score -545966.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -545976.250000 Penalty: 4326.883789
	Iteration 52Q: 3 clusters Score -545976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -545983.250000 Penalty: 4326.883789
	Iteration 53Q: 3 clusters Score -545983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -545987.500000 Penalty: 4326.883789
	Iteration 54Q: 3 clusters Score -545987.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -545992.250000 Penalty: 4326.883789
	Iteration 55Q: 3 clusters Score -545992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -545997.687500 Penalty: 4326.883789
	Iteration 56Q: 3 clusters Score -545997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -546001.750000 Penalty: 4326.883789
	Iteration 57Q: 3 clusters Score -546001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -546007.687500 Penalty: 4326.883789
	Iteration 58Q: 3 clusters Score -546007.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -546013.125000 Penalty: 4326.883789
	Iteration 59Q: 3 clusters Score -546013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -546015.375000 Penalty: 4326.883789
	Iteration 60F: 3 clusters Score -546015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -546018.937500 Penalty: 4326.883789
	Iteration 61Q: 3 clusters Score -546018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -546026.812500 Penalty: 4326.883789
	Iteration 62Q: 3 clusters Score -546026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -546031.375000 Penalty: 4326.883789
	Iteration 63Q: 3 clusters Score -546031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -546033.375000 Penalty: 4326.883789
	Iteration 64Q: 3 clusters Score -546033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -546036.312500 Penalty: 4326.883789
	Iteration 65Q: 3 clusters Score -546036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -546040.625000 Penalty: 4326.883789
	Iteration 66Q: 3 clusters Score -546040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -546045.562500 Penalty: 4326.883789
	Iteration 67Q: 3 clusters Score -546045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -546050.625000 Penalty: 4326.883789
	Iteration 68Q: 3 clusters Score -546050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -546053.687500 Penalty: 4326.883789
	Iteration 69Q: 3 clusters Score -546053.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -546056.812500 Penalty: 4326.883789
	Iteration 70Q: 3 clusters Score -546056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -546057.437500 Penalty: 4326.883789
	Iteration 71Q: 3 clusters Score -546057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -546062.062500 Penalty: 4326.883789
	Iteration 72Q: 3 clusters Score -546062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -546066.625000 Penalty: 4326.883789
	Iteration 73Q: 3 clusters Score -546066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -546071.187500 Penalty: 4326.883789
	Iteration 74Q: 3 clusters Score -546071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -546071.187500 Penalty: 4326.883789
	Iteration 75Q: 3 clusters Score -546071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -546072.187500 Penalty: 4326.883789
	Iteration 76Q: 3 clusters Score -546072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -546072.187500 Penalty: 4326.883789
	Iteration 77F: 3 clusters Score -546072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Entering Unmasked Estep 
Score: -790670.437500 Penalty: 2261.727295
	Iteration 0F: 2 clusters Score -790670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -783547.000000 Penalty: 4523.454590
	Iteration 0F: 3 clusters Score -783547 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -785523.562500 Penalty: 4523.454590
	Iteration 1F: 3 clusters Score -785523.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -785820.250000 Penalty: 4523.454590
	Iteration 2F: 3 clusters Score -785820.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -786060.937500 Penalty: 4523.454590
	Iteration 3F: 3 clusters Score -786060.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -786279.875000 Penalty: 4523.454590
	Iteration 4Q: 3 clusters Score -786279.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -786482.062500 Penalty: 4523.454590
	Iteration 5Q: 3 clusters Score -786482.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -786684.375000 Penalty: 4523.454590
	Iteration 6Q: 3 clusters Score -786684.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -786867.500000 Penalty: 4523.454590
	Iteration 7Q: 3 clusters Score -786867.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -787039.187500 Penalty: 4523.454590
	Iteration 8Q: 3 clusters Score -787039.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -787235.687500 Penalty: 4523.454590
	Iteration 9Q: 3 clusters Score -787235.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -787432.250000 Penalty: 4523.454590
	Iteration 10Q: 3 clusters Score -787432.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -787641.937500 Penalty: 4523.454590
	Iteration 11Q: 3 clusters Score -787641.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -787839.562500 Penalty: 4523.454590
	Iteration 12Q: 3 clusters Score -787839.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -787998.375000 Penalty: 4523.454590
	Iteration 13Q: 3 clusters Score -787998.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -788127.750000 Penalty: 4523.454590
	Iteration 14Q: 3 clusters Score -788127.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -788226.437500 Penalty: 4523.454590
	Iteration 15Q: 3 clusters Score -788226.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -788306.312500 Penalty: 4523.454590
	Iteration 16Q: 3 clusters Score -788306.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -788361.375000 Penalty: 4523.454590
	Iteration 17Q: 3 clusters Score -788361.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -788401.875000 Penalty: 4523.454590
	Iteration 18Q: 3 clusters Score -788401.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -788430.312500 Penalty: 4523.454590
	Iteration 19Q: 3 clusters Score -788430.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -788450.312500 Penalty: 4523.454590
	Iteration 20F: 3 clusters Score -788450.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -788469.375000 Penalty: 4523.454590
	Iteration 21Q: 3 clusters Score -788469.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -788487.062500 Penalty: 4523.454590
	Iteration 22Q: 3 clusters Score -788487.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -788509.875000 Penalty: 4523.454590
	Iteration 23Q: 3 clusters Score -788509.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -788520.500000 Penalty: 4523.454590
	Iteration 24Q: 3 clusters Score -788520.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -788533.687500 Penalty: 4523.454590
	Iteration 25Q: 3 clusters Score -788533.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -788545.625000 Penalty: 4523.454590
	Iteration 26Q: 3 clusters Score -788545.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -788550.250000 Penalty: 4523.454590
	Iteration 27Q: 3 clusters Score -788550.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -788555.437500 Penalty: 4523.454590
	Iteration 28Q: 3 clusters Score -788555.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -788561.875000 Penalty: 4523.454590
	Iteration 29Q: 3 clusters Score -788561.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -788565.687500 Penalty: 4523.454590
	Iteration 30Q: 3 clusters Score -788565.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -788567.437500 Penalty: 4523.454590
	Iteration 31Q: 3 clusters Score -788567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -788570.187500 Penalty: 4523.454590
	Iteration 32Q: 3 clusters Score -788570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -788569.875000 Penalty: 4523.454590
	Iteration 33Q: 3 clusters Score -788569.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -788571.875000 Penalty: 4523.454590
	Iteration 34Q: 3 clusters Score -788571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -788573.250000 Penalty: 4523.454590
	Iteration 35Q: 3 clusters Score -788573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -788574.437500 Penalty: 4523.454590
	Iteration 36Q: 3 clusters Score -788574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -788574.687500 Penalty: 4523.454590
	Iteration 37Q: 3 clusters Score -788574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -788575.625000 Penalty: 4523.454590
	Iteration 38Q: 3 clusters Score -788575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -788577.750000 Penalty: 4523.454590
	Iteration 39Q: 3 clusters Score -788577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -788576.312500 Penalty: 4523.454590
	Iteration 40F: 3 clusters Score -788576.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -788579.062500 Penalty: 4523.454590
	Iteration 41Q: 3 clusters Score -788579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -788583.562500 Penalty: 4523.454590
	Iteration 42Q: 3 clusters Score -788583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -788583.375000 Penalty: 4523.454590
	Iteration 43Q: 3 clusters Score -788583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -788585.812500 Penalty: 4523.454590
	Iteration 44Q: 3 clusters Score -788585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -788585.062500 Penalty: 4523.454590
	Iteration 45Q: 3 clusters Score -788585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -788588.250000 Penalty: 4523.454590
	Iteration 46Q: 3 clusters Score -788588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -788589.562500 Penalty: 4523.454590
	Iteration 47Q: 3 clusters Score -788589.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -788591.312500 Penalty: 4523.454590
	Iteration 48Q: 3 clusters Score -788591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -788591.375000 Penalty: 4523.454590
	Iteration 49Q: 3 clusters Score -788591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -788595.812500 Penalty: 4523.454590
	Iteration 50Q: 3 clusters Score -788595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -788597.125000 Penalty: 4523.454590
	Iteration 51Q: 3 clusters Score -788597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -788598.812500 Penalty: 4523.454590
	Iteration 52Q: 3 clusters Score -788598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -788602.625000 Penalty: 4523.454590
	Iteration 53Q: 3 clusters Score -788602.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -788605.500000 Penalty: 4523.454590
	Iteration 54Q: 3 clusters Score -788605.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -788605.625000 Penalty: 4523.454590
	Iteration 55Q: 3 clusters Score -788605.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -788607.000000 Penalty: 4523.454590
	Iteration 56Q: 3 clusters Score -788607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -788608.875000 Penalty: 4523.454590
	Iteration 57Q: 3 clusters Score -788608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -788608.562500 Penalty: 4523.454590
	Iteration 58Q: 3 clusters Score -788608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -788607.000000 Penalty: 4523.454590
	Iteration 59Q: 3 clusters Score -788607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -788607.000000 Penalty: 4523.454590
	Iteration 60F: 3 clusters Score -788607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Entering Unmasked Estep 
Score: -2040212.875000 Penalty: 2495.573486
	Iteration 0F: 2 clusters Score -2040213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2023912.000000 Penalty: 4991.146973
	Iteration 0F: 3 clusters Score -2023912 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2029568.750000 Penalty: 4991.146973
	Iteration 1F: 3 clusters Score -2029569 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2030388.375000 Penalty: 4991.146973
	Iteration 2F: 3 clusters Score -2030388 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2031456.500000 Penalty: 4991.146973
	Iteration 3F: 3 clusters Score -2031456 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2032776.000000 Penalty: 4991.146973
	Iteration 4F: 3 clusters Score -2032776 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2034102.250000 Penalty: 4991.146973
	Iteration 5F: 3 clusters Score -2034102 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2035208.000000 Penalty: 4991.146973
	Iteration 6F: 3 clusters Score -2035208 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2036011.625000 Penalty: 4991.146973
	Iteration 7Q: 3 clusters Score -2036012 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2036581.500000 Penalty: 4991.146973
	Iteration 8Q: 3 clusters Score -2036582 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2036974.250000 Penalty: 4991.146973
	Iteration 9Q: 3 clusters Score -2036974 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2037241.750000 Penalty: 4991.146973
	Iteration 10Q: 3 clusters Score -2037242 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2037416.375000 Penalty: 4991.146973
	Iteration 11Q: 3 clusters Score -2037416 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2037555.000000 Penalty: 4991.146973
	Iteration 12Q: 3 clusters Score -2037555 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2037653.625000 Penalty: 4991.146973
	Iteration 13Q: 3 clusters Score -2037654 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2037720.250000 Penalty: 4991.146973
	Iteration 14Q: 3 clusters Score -2037720 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2037779.375000 Penalty: 4991.146973
	Iteration 15Q: 3 clusters Score -2037779 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2037837.000000 Penalty: 4991.146973
	Iteration 16Q: 3 clusters Score -2037837 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2037891.250000 Penalty: 4991.146973
	Iteration 17Q: 3 clusters Score -2037891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2037924.625000 Penalty: 4991.146973
	Iteration 18Q: 3 clusters Score -2037925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2037962.125000 Penalty: 4991.146973
	Iteration 19Q: 3 clusters Score -2037962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2038000.125000 Penalty: 4991.146973
	Iteration 20F: 3 clusters Score -2038000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2038029.625000 Penalty: 4991.146973
	Iteration 21Q: 3 clusters Score -2038030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2038048.750000 Penalty: 4991.146973
	Iteration 22Q: 3 clusters Score -2038049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2038070.875000 Penalty: 4991.146973
	Iteration 23Q: 3 clusters Score -2038071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2038089.500000 Penalty: 4991.146973
	Iteration 24Q: 3 clusters Score -2038090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2038101.875000 Penalty: 4991.146973
	Iteration 25Q: 3 clusters Score -2038102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2038109.625000 Penalty: 4991.146973
	Iteration 26Q: 3 clusters Score -2038110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2038118.250000 Penalty: 4991.146973
	Iteration 27Q: 3 clusters Score -2038118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2038119.625000 Penalty: 4991.146973
	Iteration 28Q: 3 clusters Score -2038120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2038130.125000 Penalty: 4991.146973
	Iteration 29Q: 3 clusters Score -2038130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2038146.625000 Penalty: 4991.146973
	Iteration 30Q: 3 clusters Score -2038147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2038159.625000 Penalty: 4991.146973
	Iteration 31Q: 3 clusters Score -2038160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2038171.875000 Penalty: 4991.146973
	Iteration 32Q: 3 clusters Score -2038172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -2038178.625000 Penalty: 4991.146973
	Iteration 33Q: 3 clusters Score -2038179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2038183.625000 Penalty: 4991.146973
	Iteration 34Q: 3 clusters Score -2038184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2038194.500000 Penalty: 4991.146973
	Iteration 35Q: 3 clusters Score -2038194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2038195.625000 Penalty: 4991.146973
	Iteration 36Q: 3 clusters Score -2038196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2038196.500000 Penalty: 4991.146973
	Iteration 37Q: 3 clusters Score -2038196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2038203.125000 Penalty: 4991.146973
	Iteration 38Q: 3 clusters Score -2038203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2038214.750000 Penalty: 4991.146973
	Iteration 39Q: 3 clusters Score -2038215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2038220.250000 Penalty: 4991.146973
	Iteration 40F: 3 clusters Score -2038220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2038222.875000 Penalty: 4991.146973
	Iteration 41Q: 3 clusters Score -2038223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2038227.250000 Penalty: 4991.146973
	Iteration 42Q: 3 clusters Score -2038227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2038228.125000 Penalty: 4991.146973
	Iteration 43Q: 3 clusters Score -2038228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2038227.500000 Penalty: 4991.146973
	Iteration 44Q: 3 clusters Score -2038228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2038226.875000 Penalty: 4991.146973
	Iteration 45Q: 3 clusters Score -2038227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2038226.500000 Penalty: 4991.146973
	Iteration 46Q: 3 clusters Score -2038226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2038226.500000 Penalty: 4991.146973
	Iteration 47F: 3 clusters Score -2038226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Entering Unmasked Estep 
Score: -757089.312500 Penalty: 2256.958008
	Iteration 0F: 2 clusters Score -757089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -750061.000000 Penalty: 4513.916016
	Iteration 0F: 3 clusters Score -750061 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -752008.625000 Penalty: 4513.916016
	Iteration 1F: 3 clusters Score -752008.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -752256.750000 Penalty: 4513.916016
	Iteration 2F: 3 clusters Score -752256.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -752434.562500 Penalty: 4513.916016
	Iteration 3Q: 3 clusters Score -752434.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -752590.500000 Penalty: 4513.916016
	Iteration 4Q: 3 clusters Score -752590.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -752712.625000 Penalty: 4513.916016
	Iteration 5Q: 3 clusters Score -752712.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -752813.562500 Penalty: 4513.916016
	Iteration 6Q: 3 clusters Score -752813.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -752899.500000 Penalty: 4513.916016
	Iteration 7Q: 3 clusters Score -752899.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -752997.312500 Penalty: 4513.916016
	Iteration 8Q: 3 clusters Score -752997.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -753095.875000 Penalty: 4513.916016
	Iteration 9Q: 3 clusters Score -753095.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -753178.687500 Penalty: 4513.916016
	Iteration 10Q: 3 clusters Score -753178.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -753263.250000 Penalty: 4513.916016
	Iteration 11Q: 3 clusters Score -753263.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -753355.937500 Penalty: 4513.916016
	Iteration 12Q: 3 clusters Score -753355.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -753419.812500 Penalty: 4513.916016
	Iteration 13Q: 3 clusters Score -753419.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -753477.750000 Penalty: 4513.916016
	Iteration 14Q: 3 clusters Score -753477.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -753549.750000 Penalty: 4513.916016
	Iteration 15Q: 3 clusters Score -753549.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -753614.937500 Penalty: 4513.916016
	Iteration 16Q: 3 clusters Score -753614.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -753672.062500 Penalty: 4513.916016
	Iteration 17Q: 3 clusters Score -753672.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -753741.062500 Penalty: 4513.916016
	Iteration 18Q: 3 clusters Score -753741.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -753807.125000 Penalty: 4513.916016
	Iteration 19Q: 3 clusters Score -753807.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -753870.000000 Penalty: 4513.916016
	Iteration 20F: 3 clusters Score -753870 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -753920.375000 Penalty: 4513.916016
	Iteration 21Q: 3 clusters Score -753920.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -753968.687500 Penalty: 4513.916016
	Iteration 22Q: 3 clusters Score -753968.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -754019.187500 Penalty: 4513.916016
	Iteration 23Q: 3 clusters Score -754019.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -754076.750000 Penalty: 4513.916016
	Iteration 24Q: 3 clusters Score -754076.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -754126.125000 Penalty: 4513.916016
	Iteration 25Q: 3 clusters Score -754126.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -754168.500000 Penalty: 4513.916016
	Iteration 26Q: 3 clusters Score -754168.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -754204.437500 Penalty: 4513.916016
	Iteration 27Q: 3 clusters Score -754204.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -754248.312500 Penalty: 4513.916016
	Iteration 28Q: 3 clusters Score -754248.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -754300.687500 Penalty: 4513.916016
	Iteration 29Q: 3 clusters Score -754300.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -754337.062500 Penalty: 4513.916016
	Iteration 30Q: 3 clusters Score -754337.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -754368.250000 Penalty: 4513.916016
	Iteration 31Q: 3 clusters Score -754368.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -754396.500000 Penalty: 4513.916016
	Iteration 32Q: 3 clusters Score -754396.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -754432.437500 Penalty: 4513.916016
	Iteration 33Q: 3 clusters Score -754432.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -754461.125000 Penalty: 4513.916016
	Iteration 34Q: 3 clusters Score -754461.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -754497.125000 Penalty: 4513.916016
	Iteration 35Q: 3 clusters Score -754497.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -754519.562500 Penalty: 4513.916016
	Iteration 36Q: 3 clusters Score -754519.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -754548.687500 Penalty: 4513.916016
	Iteration 37Q: 3 clusters Score -754548.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -754584.250000 Penalty: 4513.916016
	Iteration 38Q: 3 clusters Score -754584.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -754625.625000 Penalty: 4513.916016
	Iteration 39Q: 3 clusters Score -754625.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -754671.875000 Penalty: 4513.916016
	Iteration 40F: 3 clusters Score -754671.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -754710.375000 Penalty: 4513.916016
	Iteration 41Q: 3 clusters Score -754710.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -754747.875000 Penalty: 4513.916016
	Iteration 42Q: 3 clusters Score -754747.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -754785.250000 Penalty: 4513.916016
	Iteration 43Q: 3 clusters Score -754785.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -754829.375000 Penalty: 4513.916016
	Iteration 44Q: 3 clusters Score -754829.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -754867.625000 Penalty: 4513.916016
	Iteration 45Q: 3 clusters Score -754867.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -754916.562500 Penalty: 4513.916016
	Iteration 46Q: 3 clusters Score -754916.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -754976.187500 Penalty: 4513.916016
	Iteration 47Q: 3 clusters Score -754976.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -755028.812500 Penalty: 4513.916016
	Iteration 48Q: 3 clusters Score -755028.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -755077.812500 Penalty: 4513.916016
	Iteration 49Q: 3 clusters Score -755077.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -755121.250000 Penalty: 4513.916016
	Iteration 50Q: 3 clusters Score -755121.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -755151.625000 Penalty: 4513.916016
	Iteration 51Q: 3 clusters Score -755151.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -755181.625000 Penalty: 4513.916016
	Iteration 52Q: 3 clusters Score -755181.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -755203.687500 Penalty: 4513.916016
	Iteration 53Q: 3 clusters Score -755203.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -755220.750000 Penalty: 4513.916016
	Iteration 54Q: 3 clusters Score -755220.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -755242.937500 Penalty: 4513.916016
	Iteration 55Q: 3 clusters Score -755242.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -755259.062500 Penalty: 4513.916016
	Iteration 56Q: 3 clusters Score -755259.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -755278.375000 Penalty: 4513.916016
	Iteration 57Q: 3 clusters Score -755278.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -755298.625000 Penalty: 4513.916016
	Iteration 58Q: 3 clusters Score -755298.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -755314.562500 Penalty: 4513.916016
	Iteration 59Q: 3 clusters Score -755314.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -755326.312500 Penalty: 4513.916016
	Iteration 60F: 3 clusters Score -755326.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -755335.687500 Penalty: 4513.916016
	Iteration 61Q: 3 clusters Score -755335.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -755343.437500 Penalty: 4513.916016
	Iteration 62Q: 3 clusters Score -755343.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -755348.875000 Penalty: 4513.916016
	Iteration 63Q: 3 clusters Score -755348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -755352.750000 Penalty: 4513.916016
	Iteration 64Q: 3 clusters Score -755352.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -755357.000000 Penalty: 4513.916016
	Iteration 65Q: 3 clusters Score -755357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -755357.687500 Penalty: 4513.916016
	Iteration 66Q: 3 clusters Score -755357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -755358.000000 Penalty: 4513.916016
	Iteration 67Q: 3 clusters Score -755358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -755360.625000 Penalty: 4513.916016
	Iteration 68Q: 3 clusters Score -755360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -755362.750000 Penalty: 4513.916016
	Iteration 69Q: 3 clusters Score -755362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -755364.312500 Penalty: 4513.916016
	Iteration 70Q: 3 clusters Score -755364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -755365.937500 Penalty: 4513.916016
	Iteration 71Q: 3 clusters Score -755365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -755367.875000 Penalty: 4513.916016
	Iteration 72Q: 3 clusters Score -755367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -755370.062500 Penalty: 4513.916016
	Iteration 73Q: 3 clusters Score -755370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -755374.250000 Penalty: 4513.916016
	Iteration 74Q: 3 clusters Score -755374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -755374.812500 Penalty: 4513.916016
	Iteration 75Q: 3 clusters Score -755374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -755375.062500 Penalty: 4513.916016
	Iteration 76Q: 3 clusters Score -755375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -755375.625000 Penalty: 4513.916016
	Iteration 77Q: 3 clusters Score -755375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -755376.250000 Penalty: 4513.916016
	Iteration 78Q: 3 clusters Score -755376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -755377.312500 Penalty: 4513.916016
	Iteration 79Q: 3 clusters Score -755377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -755379.375000 Penalty: 4513.916016
	Iteration 80F: 3 clusters Score -755379.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -755380.312500 Penalty: 4513.916016
	Iteration 81Q: 3 clusters Score -755380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -755380.312500 Penalty: 4513.916016
	Iteration 82F: 3 clusters Score -755380.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -376760.312500 Penalty: 2101.312012
	Iteration 0F: 2 clusters Score -376760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -372387.312500 Penalty: 4202.624023
	Iteration 0F: 3 clusters Score -372387.3 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -373425.875000 Penalty: 4202.624023
	Iteration 1F: 3 clusters Score -373425.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -373681.500000 Penalty: 4202.624023
	Iteration 2F: 3 clusters Score -373681.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -373863.500000 Penalty: 4202.624023
	Iteration 3F: 3 clusters Score -373863.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -374006.125000 Penalty: 4202.624023
	Iteration 4Q: 3 clusters Score -374006.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -374136.843750 Penalty: 4202.624023
	Iteration 5Q: 3 clusters Score -374136.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -374235.437500 Penalty: 4202.624023
	Iteration 6Q: 3 clusters Score -374235.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -374327.343750 Penalty: 4202.624023
	Iteration 7Q: 3 clusters Score -374327.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -374433.093750 Penalty: 4202.624023
	Iteration 8Q: 3 clusters Score -374433.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -374553.625000 Penalty: 4202.624023
	Iteration 9Q: 3 clusters Score -374553.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -374658.062500 Penalty: 4202.624023
	Iteration 10Q: 3 clusters Score -374658.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -374726.468750 Penalty: 4202.624023
	Iteration 11Q: 3 clusters Score -374726.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -374789.562500 Penalty: 4202.624023
	Iteration 12Q: 3 clusters Score -374789.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -374848.812500 Penalty: 4202.624023
	Iteration 13Q: 3 clusters Score -374848.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -374901.000000 Penalty: 4202.624023
	Iteration 14Q: 3 clusters Score -374901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -374946.218750 Penalty: 4202.624023
	Iteration 15Q: 3 clusters Score -374946.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -374993.593750 Penalty: 4202.624023
	Iteration 16Q: 3 clusters Score -374993.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -375033.000000 Penalty: 4202.624023
	Iteration 17Q: 3 clusters Score -375033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -375056.906250 Penalty: 4202.624023
	Iteration 18Q: 3 clusters Score -375056.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -375081.218750 Penalty: 4202.624023
	Iteration 19Q: 3 clusters Score -375081.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -375101.156250 Penalty: 4202.624023
	Iteration 20F: 3 clusters Score -375101.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -375115.468750 Penalty: 4202.624023
	Iteration 21Q: 3 clusters Score -375115.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -375126.937500 Penalty: 4202.624023
	Iteration 22Q: 3 clusters Score -375126.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -375139.093750 Penalty: 4202.624023
	Iteration 23Q: 3 clusters Score -375139.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -375150.093750 Penalty: 4202.624023
	Iteration 24Q: 3 clusters Score -375150.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -375162.531250 Penalty: 4202.624023
	Iteration 25Q: 3 clusters Score -375162.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -375171.000000 Penalty: 4202.624023
	Iteration 26Q: 3 clusters Score -375171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -375176.125000 Penalty: 4202.624023
	Iteration 27Q: 3 clusters Score -375176.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -375178.750000 Penalty: 4202.624023
	Iteration 28Q: 3 clusters Score -375178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -375182.062500 Penalty: 4202.624023
	Iteration 29Q: 3 clusters Score -375182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -375185.593750 Penalty: 4202.624023
	Iteration 30Q: 3 clusters Score -375185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -375186.531250 Penalty: 4202.624023
	Iteration 31Q: 3 clusters Score -375186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -375189.375000 Penalty: 4202.624023
	Iteration 32Q: 3 clusters Score -375189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -375190.281250 Penalty: 4202.624023
	Iteration 33Q: 3 clusters Score -375190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -375191.562500 Penalty: 4202.624023
	Iteration 34Q: 3 clusters Score -375191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -375193.468750 Penalty: 4202.624023
	Iteration 35Q: 3 clusters Score -375193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -375195.000000 Penalty: 4202.624023
	Iteration 36Q: 3 clusters Score -375195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -375194.937500 Penalty: 4202.624023
	Iteration 37Q: 3 clusters Score -375194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -375197.281250 Penalty: 4202.624023
	Iteration 38Q: 3 clusters Score -375197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -375197.093750 Penalty: 4202.624023
	Iteration 39Q: 3 clusters Score -375197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -375197.093750 Penalty: 4202.624023
	Iteration 40F: 3 clusters Score -375197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Entering Unmasked Estep 
Score: -1022198.250000 Penalty: 2321.613281
	Iteration 0F: 2 clusters Score -1022198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1013481.000000 Penalty: 4643.226562
	Iteration 0F: 3 clusters Score -1013481 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1016327.562500 Penalty: 4643.226562
	Iteration 1F: 3 clusters Score -1016328 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1016847.625000 Penalty: 4643.226562
	Iteration 2F: 3 clusters Score -1016848 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1017304.250000 Penalty: 4643.226562
	Iteration 3F: 3 clusters Score -1017304 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1017743.437500 Penalty: 4643.226562
	Iteration 4F: 3 clusters Score -1017743 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1018155.875000 Penalty: 4643.226562
	Iteration 5F: 3 clusters Score -1018156 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1018566.625000 Penalty: 4643.226562
	Iteration 6F: 3 clusters Score -1018567 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1018951.250000 Penalty: 4643.226562
	Iteration 7Q: 3 clusters Score -1018951 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1019295.750000 Penalty: 4643.226562
	Iteration 8Q: 3 clusters Score -1019296 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1019584.375000 Penalty: 4643.226562
	Iteration 9Q: 3 clusters Score -1019584 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1019820.687500 Penalty: 4643.226562
	Iteration 10Q: 3 clusters Score -1019821 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1020016.625000 Penalty: 4643.226562
	Iteration 11Q: 3 clusters Score -1020017 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1020121.437500 Penalty: 4643.226562
	Iteration 12Q: 3 clusters Score -1020121 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1020186.750000 Penalty: 4643.226562
	Iteration 13Q: 3 clusters Score -1020187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1020254.500000 Penalty: 4643.226562
	Iteration 14Q: 3 clusters Score -1020254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1020305.812500 Penalty: 4643.226562
	Iteration 15Q: 3 clusters Score -1020306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1020362.000000 Penalty: 4643.226562
	Iteration 16Q: 3 clusters Score -1020362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1020402.000000 Penalty: 4643.226562
	Iteration 17Q: 3 clusters Score -1020402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1020428.000000 Penalty: 4643.226562
	Iteration 18Q: 3 clusters Score -1020428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1020442.625000 Penalty: 4643.226562
	Iteration 19Q: 3 clusters Score -1020443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1020457.500000 Penalty: 4643.226562
	Iteration 20F: 3 clusters Score -1020458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1020466.750000 Penalty: 4643.226562
	Iteration 21Q: 3 clusters Score -1020467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1020477.625000 Penalty: 4643.226562
	Iteration 22Q: 3 clusters Score -1020478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1020486.625000 Penalty: 4643.226562
	Iteration 23Q: 3 clusters Score -1020487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1020488.875000 Penalty: 4643.226562
	Iteration 24Q: 3 clusters Score -1020489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1020491.562500 Penalty: 4643.226562
	Iteration 25Q: 3 clusters Score -1020492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1020495.625000 Penalty: 4643.226562
	Iteration 26Q: 3 clusters Score -1020496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1020501.312500 Penalty: 4643.226562
	Iteration 27Q: 3 clusters Score -1020501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1020501.750000 Penalty: 4643.226562
	Iteration 28Q: 3 clusters Score -1020502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1020505.562500 Penalty: 4643.226562
	Iteration 29Q: 3 clusters Score -1020506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1020510.062500 Penalty: 4643.226562
	Iteration 30Q: 3 clusters Score -1020510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1020513.250000 Penalty: 4643.226562
	Iteration 31Q: 3 clusters Score -1020513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1020514.437500 Penalty: 4643.226562
	Iteration 32Q: 3 clusters Score -1020514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1020515.000000 Penalty: 4643.226562
	Iteration 33Q: 3 clusters Score -1020515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1020515.000000 Penalty: 4643.226562
	Iteration 34F: 3 clusters Score -1020515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Entering Unmasked Estep 
Score: -1717675.500000 Penalty: 2466.672363
	Iteration 0F: 2 clusters Score -1717676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1703075.750000 Penalty: 4933.344727
	Iteration 0F: 3 clusters Score -1703076 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1708179.750000 Penalty: 4933.344727
	Iteration 1F: 3 clusters Score -1708180 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1708976.750000 Penalty: 4933.344727
	Iteration 2F: 3 clusters Score -1708977 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1710030.250000 Penalty: 4933.344727
	Iteration 3F: 3 clusters Score -1710030 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1711435.500000 Penalty: 4933.344727
	Iteration 4F: 3 clusters Score -1711436 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1712961.750000 Penalty: 4933.344727
	Iteration 5F: 3 clusters Score -1712962 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1714207.625000 Penalty: 4933.344727
	Iteration 6F: 3 clusters Score -1714208 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1714966.750000 Penalty: 4933.344727
	Iteration 7F: 3 clusters Score -1714967 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1715406.875000 Penalty: 4933.344727
	Iteration 8Q: 3 clusters Score -1715407 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1715650.375000 Penalty: 4933.344727
	Iteration 9Q: 3 clusters Score -1715650 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1715791.625000 Penalty: 4933.344727
	Iteration 10Q: 3 clusters Score -1715792 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1715905.125000 Penalty: 4933.344727
	Iteration 11Q: 3 clusters Score -1715905 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1715995.250000 Penalty: 4933.344727
	Iteration 12Q: 3 clusters Score -1715995 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1716062.000000 Penalty: 4933.344727
	Iteration 13Q: 3 clusters Score -1716062 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1716108.250000 Penalty: 4933.344727
	Iteration 14Q: 3 clusters Score -1716108 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1716155.000000 Penalty: 4933.344727
	Iteration 15Q: 3 clusters Score -1716155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1716185.875000 Penalty: 4933.344727
	Iteration 16Q: 3 clusters Score -1716186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1716211.875000 Penalty: 4933.344727
	Iteration 17Q: 3 clusters Score -1716212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1716226.750000 Penalty: 4933.344727
	Iteration 18Q: 3 clusters Score -1716227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1716233.125000 Penalty: 4933.344727
	Iteration 19Q: 3 clusters Score -1716233 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1716245.000000 Penalty: 4933.344727
	Iteration 20F: 3 clusters Score -1716245 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1716255.750000 Penalty: 4933.344727
	Iteration 21Q: 3 clusters Score -1716256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1716263.125000 Penalty: 4933.344727
	Iteration 22Q: 3 clusters Score -1716263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1716266.250000 Penalty: 4933.344727
	Iteration 23Q: 3 clusters Score -1716266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1716268.875000 Penalty: 4933.344727
	Iteration 24Q: 3 clusters Score -1716269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1716273.875000 Penalty: 4933.344727
	Iteration 25Q: 3 clusters Score -1716274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1716280.375000 Penalty: 4933.344727
	Iteration 26Q: 3 clusters Score -1716280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1716285.750000 Penalty: 4933.344727
	Iteration 27Q: 3 clusters Score -1716286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1716293.875000 Penalty: 4933.344727
	Iteration 28Q: 3 clusters Score -1716294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1716301.000000 Penalty: 4933.344727
	Iteration 29Q: 3 clusters Score -1716301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1716307.125000 Penalty: 4933.344727
	Iteration 30Q: 3 clusters Score -1716307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1716311.000000 Penalty: 4933.344727
	Iteration 31Q: 3 clusters Score -1716311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1716314.375000 Penalty: 4933.344727
	Iteration 32Q: 3 clusters Score -1716314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1716315.375000 Penalty: 4933.344727
	Iteration 33Q: 3 clusters Score -1716315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1716321.500000 Penalty: 4933.344727
	Iteration 34Q: 3 clusters Score -1716322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1716324.250000 Penalty: 4933.344727
	Iteration 35Q: 3 clusters Score -1716324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1716321.250000 Penalty: 4933.344727
	Iteration 36Q: 3 clusters Score -1716321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1716325.625000 Penalty: 4933.344727
	Iteration 37Q: 3 clusters Score -1716326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1716329.125000 Penalty: 4933.344727
	Iteration 38Q: 3 clusters Score -1716329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1716332.500000 Penalty: 4933.344727
	Iteration 39Q: 3 clusters Score -1716332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1716334.125000 Penalty: 4933.344727
	Iteration 40F: 3 clusters Score -1716334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1716338.750000 Penalty: 4933.344727
	Iteration 41Q: 3 clusters Score -1716339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1716339.625000 Penalty: 4933.344727
	Iteration 42Q: 3 clusters Score -1716340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1716342.875000 Penalty: 4933.344727
	Iteration 43Q: 3 clusters Score -1716343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1716347.625000 Penalty: 4933.344727
	Iteration 44Q: 3 clusters Score -1716348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1716346.000000 Penalty: 4933.344727
	Iteration 45Q: 3 clusters Score -1716346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1716353.625000 Penalty: 4933.344727
	Iteration 46Q: 3 clusters Score -1716354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1716353.375000 Penalty: 4933.344727
	Iteration 47Q: 3 clusters Score -1716353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1716358.500000 Penalty: 4933.344727
	Iteration 48Q: 3 clusters Score -1716358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1716365.125000 Penalty: 4933.344727
	Iteration 49Q: 3 clusters Score -1716365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1716361.000000 Penalty: 4933.344727
	Iteration 50Q: 3 clusters Score -1716361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1716367.250000 Penalty: 4933.344727
	Iteration 51Q: 3 clusters Score -1716367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1716373.500000 Penalty: 4933.344727
	Iteration 52Q: 3 clusters Score -1716374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1716375.375000 Penalty: 4933.344727
	Iteration 53Q: 3 clusters Score -1716375 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1716384.625000 Penalty: 4933.344727
	Iteration 54Q: 3 clusters Score -1716385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1716383.750000 Penalty: 4933.344727
	Iteration 55Q: 3 clusters Score -1716384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1716401.750000 Penalty: 4933.344727
	Iteration 56Q: 3 clusters Score -1716402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1716402.375000 Penalty: 4933.344727
	Iteration 57Q: 3 clusters Score -1716402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1716413.125000 Penalty: 4933.344727
	Iteration 58Q: 3 clusters Score -1716413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1716414.750000 Penalty: 4933.344727
	Iteration 59Q: 3 clusters Score -1716415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1716427.625000 Penalty: 4933.344727
	Iteration 60F: 3 clusters Score -1716428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1716432.875000 Penalty: 4933.344727
	Iteration 61Q: 3 clusters Score -1716433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1716443.625000 Penalty: 4933.344727
	Iteration 62Q: 3 clusters Score -1716444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1716452.875000 Penalty: 4933.344727
	Iteration 63Q: 3 clusters Score -1716453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1716463.625000 Penalty: 4933.344727
	Iteration 64Q: 3 clusters Score -1716464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1716464.500000 Penalty: 4933.344727
	Iteration 65Q: 3 clusters Score -1716464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1716471.500000 Penalty: 4933.344727
	Iteration 66Q: 3 clusters Score -1716472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1716473.250000 Penalty: 4933.344727
	Iteration 67Q: 3 clusters Score -1716473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1716481.250000 Penalty: 4933.344727
	Iteration 68Q: 3 clusters Score -1716481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1716486.000000 Penalty: 4933.344727
	Iteration 69Q: 3 clusters Score -1716486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1716493.500000 Penalty: 4933.344727
	Iteration 70Q: 3 clusters Score -1716494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1716495.500000 Penalty: 4933.344727
	Iteration 71Q: 3 clusters Score -1716496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1716505.000000 Penalty: 4933.344727
	Iteration 72Q: 3 clusters Score -1716505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1716510.250000 Penalty: 4933.344727
	Iteration 73Q: 3 clusters Score -1716510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1716512.375000 Penalty: 4933.344727
	Iteration 74Q: 3 clusters Score -1716512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1716521.000000 Penalty: 4933.344727
	Iteration 75Q: 3 clusters Score -1716521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1716533.375000 Penalty: 4933.344727
	Iteration 76Q: 3 clusters Score -1716533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1716558.625000 Penalty: 4933.344727
	Iteration 77Q: 3 clusters Score -1716559 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1716565.375000 Penalty: 4933.344727
	Iteration 78Q: 3 clusters Score -1716565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1716575.875000 Penalty: 4933.344727
	Iteration 79Q: 3 clusters Score -1716576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1716586.000000 Penalty: 4933.344727
	Iteration 80F: 3 clusters Score -1716586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1716592.750000 Penalty: 4933.344727
	Iteration 81Q: 3 clusters Score -1716593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1716602.000000 Penalty: 4933.344727
	Iteration 82Q: 3 clusters Score -1716602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1716604.875000 Penalty: 4933.344727
	Iteration 83Q: 3 clusters Score -1716605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1716611.500000 Penalty: 4933.344727
	Iteration 84Q: 3 clusters Score -1716612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1716621.125000 Penalty: 4933.344727
	Iteration 85Q: 3 clusters Score -1716621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1716621.125000 Penalty: 4933.344727
	Iteration 86Q: 3 clusters Score -1716621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1716629.125000 Penalty: 4933.344727
	Iteration 87Q: 3 clusters Score -1716629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1716629.375000 Penalty: 4933.344727
	Iteration 88Q: 3 clusters Score -1716629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1716635.375000 Penalty: 4933.344727
	Iteration 89Q: 3 clusters Score -1716635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1716644.500000 Penalty: 4933.344727
	Iteration 90Q: 3 clusters Score -1716644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1716644.500000 Penalty: 4933.344727
	Iteration 91Q: 3 clusters Score -1716644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1716651.500000 Penalty: 4933.344727
	Iteration 92Q: 3 clusters Score -1716652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1716653.875000 Penalty: 4933.344727
	Iteration 93Q: 3 clusters Score -1716654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1716658.875000 Penalty: 4933.344727
	Iteration 94Q: 3 clusters Score -1716659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1716653.875000 Penalty: 4933.344727
	Iteration 95Q: 3 clusters Score -1716654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1716671.125000 Penalty: 4933.344727
	Iteration 96Q: 3 clusters Score -1716671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1716674.375000 Penalty: 4933.344727
	Iteration 97Q: 3 clusters Score -1716674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1716676.500000 Penalty: 4933.344727
	Iteration 98Q: 3 clusters Score -1716676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1716686.500000 Penalty: 4933.344727
	Iteration 99Q: 3 clusters Score -1716686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1716690.125000 Penalty: 4933.344727
	Iteration 100F: 3 clusters Score -1716690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1716703.625000 Penalty: 4933.344727
	Iteration 101Q: 3 clusters Score -1716704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1716713.875000 Penalty: 4933.344727
	Iteration 102Q: 3 clusters Score -1716714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1716723.625000 Penalty: 4933.344727
	Iteration 103Q: 3 clusters Score -1716724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1716739.875000 Penalty: 4933.344727
	Iteration 104Q: 3 clusters Score -1716740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1716768.250000 Penalty: 4933.344727
	Iteration 105Q: 3 clusters Score -1716768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1716786.000000 Penalty: 4933.344727
	Iteration 106Q: 3 clusters Score -1716786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1716804.500000 Penalty: 4933.344727
	Iteration 107Q: 3 clusters Score -1716804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1716822.875000 Penalty: 4933.344727
	Iteration 108Q: 3 clusters Score -1716823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1716839.000000 Penalty: 4933.344727
	Iteration 109Q: 3 clusters Score -1716839 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1716850.000000 Penalty: 4933.344727
	Iteration 110Q: 3 clusters Score -1716850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1716857.500000 Penalty: 4933.344727
	Iteration 111Q: 3 clusters Score -1716858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1716862.125000 Penalty: 4933.344727
	Iteration 112Q: 3 clusters Score -1716862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1716865.000000 Penalty: 4933.344727
	Iteration 113Q: 3 clusters Score -1716865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1716874.875000 Penalty: 4933.344727
	Iteration 114Q: 3 clusters Score -1716875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1716879.875000 Penalty: 4933.344727
	Iteration 115Q: 3 clusters Score -1716880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1716880.875000 Penalty: 4933.344727
	Iteration 116Q: 3 clusters Score -1716881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1716888.000000 Penalty: 4933.344727
	Iteration 117Q: 3 clusters Score -1716888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1716886.250000 Penalty: 4933.344727
	Iteration 118Q: 3 clusters Score -1716886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1716890.250000 Penalty: 4933.344727
	Iteration 119Q: 3 clusters Score -1716890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1716890.250000 Penalty: 4933.344727
	Iteration 120F: 3 clusters Score -1716890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1716890.375000 Penalty: 4933.344727
	Iteration 121Q: 3 clusters Score -1716890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1716896.500000 Penalty: 4933.344727
	Iteration 122Q: 3 clusters Score -1716896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1716896.750000 Penalty: 4933.344727
	Iteration 123Q: 3 clusters Score -1716897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1716898.375000 Penalty: 4933.344727
	Iteration 124Q: 3 clusters Score -1716898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1716901.875000 Penalty: 4933.344727
	Iteration 125Q: 3 clusters Score -1716902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1716898.875000 Penalty: 4933.344727
	Iteration 126Q: 3 clusters Score -1716899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1716900.375000 Penalty: 4933.344727
	Iteration 127Q: 3 clusters Score -1716900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1716898.375000 Penalty: 4933.344727
	Iteration 128Q: 3 clusters Score -1716898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1716902.500000 Penalty: 4933.344727
	Iteration 129Q: 3 clusters Score -1716902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1716902.625000 Penalty: 4933.344727
	Iteration 130Q: 3 clusters Score -1716903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1716905.625000 Penalty: 4933.344727
	Iteration 131Q: 3 clusters Score -1716906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1716904.125000 Penalty: 4933.344727
	Iteration 132Q: 3 clusters Score -1716904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1716904.375000 Penalty: 4933.344727
	Iteration 133Q: 3 clusters Score -1716904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1716906.250000 Penalty: 4933.344727
	Iteration 134Q: 3 clusters Score -1716906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1716908.625000 Penalty: 4933.344727
	Iteration 135Q: 3 clusters Score -1716909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1716905.375000 Penalty: 4933.344727
	Iteration 136Q: 3 clusters Score -1716905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1716907.500000 Penalty: 4933.344727
	Iteration 137Q: 3 clusters Score -1716908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1716907.500000 Penalty: 4933.344727
	Iteration 138F: 3 clusters Score -1716908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Entering Unmasked Estep 
Score: -651172.187500 Penalty: 2246.182861
	Iteration 0F: 2 clusters Score -651172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -644306.062500 Penalty: 4492.365723
	Iteration 0F: 3 clusters Score -644306.1 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -646422.812500 Penalty: 4492.365723
	Iteration 1F: 3 clusters Score -646422.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -646939.250000 Penalty: 4492.365723
	Iteration 2F: 3 clusters Score -646939.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -647521.812500 Penalty: 4492.365723
	Iteration 3F: 3 clusters Score -647521.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -648104.375000 Penalty: 4492.365723
	Iteration 4F: 3 clusters Score -648104.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -648737.750000 Penalty: 4492.365723
	Iteration 5F: 3 clusters Score -648737.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -649321.625000 Penalty: 4492.365723
	Iteration 6F: 3 clusters Score -649321.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -649839.250000 Penalty: 4492.365723
	Iteration 7F: 3 clusters Score -649839.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -650165.250000 Penalty: 4492.365723
	Iteration 8Q: 3 clusters Score -650165.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -650291.625000 Penalty: 4492.365723
	Iteration 9Q: 3 clusters Score -650291.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -650348.250000 Penalty: 4492.365723
	Iteration 10Q: 3 clusters Score -650348.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -650374.062500 Penalty: 4492.365723
	Iteration 11Q: 3 clusters Score -650374.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -650388.312500 Penalty: 4492.365723
	Iteration 12Q: 3 clusters Score -650388.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -650395.312500 Penalty: 4492.365723
	Iteration 13Q: 3 clusters Score -650395.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -650398.312500 Penalty: 4492.365723
	Iteration 14Q: 3 clusters Score -650398.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -650402.125000 Penalty: 4492.365723
	Iteration 15Q: 3 clusters Score -650402.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -650403.312500 Penalty: 4492.365723
	Iteration 16Q: 3 clusters Score -650403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -650404.312500 Penalty: 4492.365723
	Iteration 17Q: 3 clusters Score -650404.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -650404.312500 Penalty: 4492.365723
	Iteration 18Q: 3 clusters Score -650404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -650406.500000 Penalty: 4492.365723
	Iteration 19Q: 3 clusters Score -650406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -650406.750000 Penalty: 4492.365723
	Iteration 20F: 3 clusters Score -650406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -650405.875000 Penalty: 4492.365723
	Iteration 21Q: 3 clusters Score -650405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -650408.000000 Penalty: 4492.365723
	Iteration 22Q: 3 clusters Score -650408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -650408.250000 Penalty: 4492.365723
	Iteration 23Q: 3 clusters Score -650408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -650411.875000 Penalty: 4492.365723
	Iteration 24Q: 3 clusters Score -650411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -650410.937500 Penalty: 4492.365723
	Iteration 25Q: 3 clusters Score -650410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -650412.500000 Penalty: 4492.365723
	Iteration 26Q: 3 clusters Score -650412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -650412.500000 Penalty: 4492.365723
	Iteration 27Q: 3 clusters Score -650412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -650412.250000 Penalty: 4492.365723
	Iteration 28Q: 3 clusters Score -650412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -650412.562500 Penalty: 4492.365723
	Iteration 29Q: 3 clusters Score -650412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -650416.937500 Penalty: 4492.365723
	Iteration 30Q: 3 clusters Score -650416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -650415.437500 Penalty: 4492.365723
	Iteration 31Q: 3 clusters Score -650415.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -650414.937500 Penalty: 4492.365723
	Iteration 32Q: 3 clusters Score -650414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -650415.125000 Penalty: 4492.365723
	Iteration 33Q: 3 clusters Score -650415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -650415.625000 Penalty: 4492.365723
	Iteration 34Q: 3 clusters Score -650415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -650415.625000 Penalty: 4492.365723
	Iteration 35F: 3 clusters Score -650415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Entering Unmasked Estep 
Score: -1232152.625000 Penalty: 2389.857422
	Iteration 0F: 2 clusters Score -1232153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1221004.250000 Penalty: 4779.714844
	Iteration 0F: 3 clusters Score -1221004 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1224852.000000 Penalty: 4779.714844
	Iteration 1F: 3 clusters Score -1224852 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1225408.500000 Penalty: 4779.714844
	Iteration 2F: 3 clusters Score -1225408 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1225913.375000 Penalty: 4779.714844
	Iteration 3F: 3 clusters Score -1225913 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1226392.500000 Penalty: 4779.714844
	Iteration 4F: 3 clusters Score -1226392 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1226918.375000 Penalty: 4779.714844
	Iteration 5F: 3 clusters Score -1226918 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1227535.000000 Penalty: 4779.714844
	Iteration 6F: 3 clusters Score -1227535 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1228161.000000 Penalty: 4779.714844
	Iteration 7F: 3 clusters Score -1228161 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1228724.125000 Penalty: 4779.714844
	Iteration 8Q: 3 clusters Score -1228724 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1229185.000000 Penalty: 4779.714844
	Iteration 9Q: 3 clusters Score -1229185 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1229542.875000 Penalty: 4779.714844
	Iteration 10Q: 3 clusters Score -1229543 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1229798.250000 Penalty: 4779.714844
	Iteration 11Q: 3 clusters Score -1229798 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1229943.875000 Penalty: 4779.714844
	Iteration 12Q: 3 clusters Score -1229944 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1230022.125000 Penalty: 4779.714844
	Iteration 13Q: 3 clusters Score -1230022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1230089.250000 Penalty: 4779.714844
	Iteration 14Q: 3 clusters Score -1230089 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1230149.875000 Penalty: 4779.714844
	Iteration 15Q: 3 clusters Score -1230150 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1230207.750000 Penalty: 4779.714844
	Iteration 16Q: 3 clusters Score -1230208 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1230264.125000 Penalty: 4779.714844
	Iteration 17Q: 3 clusters Score -1230264 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1230322.125000 Penalty: 4779.714844
	Iteration 18Q: 3 clusters Score -1230322 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1230380.250000 Penalty: 4779.714844
	Iteration 19Q: 3 clusters Score -1230380 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1230428.000000 Penalty: 4779.714844
	Iteration 20F: 3 clusters Score -1230428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1230461.125000 Penalty: 4779.714844
	Iteration 21Q: 3 clusters Score -1230461 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1230485.375000 Penalty: 4779.714844
	Iteration 22Q: 3 clusters Score -1230485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1230506.875000 Penalty: 4779.714844
	Iteration 23Q: 3 clusters Score -1230507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1230535.125000 Penalty: 4779.714844
	Iteration 24Q: 3 clusters Score -1230535 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1230553.250000 Penalty: 4779.714844
	Iteration 25Q: 3 clusters Score -1230553 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1230573.625000 Penalty: 4779.714844
	Iteration 26Q: 3 clusters Score -1230574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1230591.250000 Penalty: 4779.714844
	Iteration 27Q: 3 clusters Score -1230591 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1230614.250000 Penalty: 4779.714844
	Iteration 28Q: 3 clusters Score -1230614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1230626.875000 Penalty: 4779.714844
	Iteration 29Q: 3 clusters Score -1230627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1230641.000000 Penalty: 4779.714844
	Iteration 30Q: 3 clusters Score -1230641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1230649.375000 Penalty: 4779.714844
	Iteration 31Q: 3 clusters Score -1230649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1230656.000000 Penalty: 4779.714844
	Iteration 32Q: 3 clusters Score -1230656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1230663.875000 Penalty: 4779.714844
	Iteration 33Q: 3 clusters Score -1230664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1230672.500000 Penalty: 4779.714844
	Iteration 34Q: 3 clusters Score -1230672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1230682.625000 Penalty: 4779.714844
	Iteration 35Q: 3 clusters Score -1230683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1230689.750000 Penalty: 4779.714844
	Iteration 36Q: 3 clusters Score -1230690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1230695.125000 Penalty: 4779.714844
	Iteration 37Q: 3 clusters Score -1230695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1230699.875000 Penalty: 4779.714844
	Iteration 38Q: 3 clusters Score -1230700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1230704.375000 Penalty: 4779.714844
	Iteration 39Q: 3 clusters Score -1230704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1230707.375000 Penalty: 4779.714844
	Iteration 40F: 3 clusters Score -1230707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1230712.625000 Penalty: 4779.714844
	Iteration 41Q: 3 clusters Score -1230713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1230714.375000 Penalty: 4779.714844
	Iteration 42Q: 3 clusters Score -1230714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1230715.125000 Penalty: 4779.714844
	Iteration 43Q: 3 clusters Score -1230715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1230718.875000 Penalty: 4779.714844
	Iteration 44Q: 3 clusters Score -1230719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1230722.125000 Penalty: 4779.714844
	Iteration 45Q: 3 clusters Score -1230722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1230725.000000 Penalty: 4779.714844
	Iteration 46Q: 3 clusters Score -1230725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1230729.000000 Penalty: 4779.714844
	Iteration 47Q: 3 clusters Score -1230729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1230734.625000 Penalty: 4779.714844
	Iteration 48Q: 3 clusters Score -1230735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1230737.125000 Penalty: 4779.714844
	Iteration 49Q: 3 clusters Score -1230737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1230739.500000 Penalty: 4779.714844
	Iteration 50Q: 3 clusters Score -1230740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1230740.500000 Penalty: 4779.714844
	Iteration 51Q: 3 clusters Score -1230740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1230740.625000 Penalty: 4779.714844
	Iteration 52Q: 3 clusters Score -1230741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1230742.250000 Penalty: 4779.714844
	Iteration 53Q: 3 clusters Score -1230742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1230745.125000 Penalty: 4779.714844
	Iteration 54Q: 3 clusters Score -1230745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1230746.125000 Penalty: 4779.714844
	Iteration 55Q: 3 clusters Score -1230746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1230746.000000 Penalty: 4779.714844
	Iteration 56Q: 3 clusters Score -1230746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1230747.500000 Penalty: 4779.714844
	Iteration 57Q: 3 clusters Score -1230748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1230748.250000 Penalty: 4779.714844
	Iteration 58Q: 3 clusters Score -1230748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1230748.000000 Penalty: 4779.714844
	Iteration 59Q: 3 clusters Score -1230748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1230748.000000 Penalty: 4779.714844
	Iteration 60F: 3 clusters Score -1230748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -406030.343750 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -406030.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -401776.968750 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -401777 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -402712.687500 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -402712.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -402904.687500 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -402904.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -403028.093750 Penalty: 4187.037109
	Iteration 3Q: 3 clusters Score -403028.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -403117.375000 Penalty: 4187.037109
	Iteration 4Q: 3 clusters Score -403117.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -403174.968750 Penalty: 4187.037109
	Iteration 5Q: 3 clusters Score -403175 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -403207.750000 Penalty: 4187.037109
	Iteration 6Q: 3 clusters Score -403207.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -403235.031250 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -403235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -403257.625000 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -403257.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -403275.000000 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -403275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -403286.625000 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -403286.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -403298.312500 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -403298.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -403306.031250 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -403306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -403313.968750 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -403314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -403321.937500 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -403321.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -403326.593750 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -403326.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -403333.625000 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -403333.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -403339.093750 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -403339.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -403342.781250 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -403342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -403344.875000 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -403344.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -403348.000000 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -403348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -403349.718750 Penalty: 4187.037109
	Iteration 21Q: 3 clusters Score -403349.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -403351.718750 Penalty: 4187.037109
	Iteration 22Q: 3 clusters Score -403351.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -403352.750000 Penalty: 4187.037109
	Iteration 23Q: 3 clusters Score -403352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -403356.062500 Penalty: 4187.037109
	Iteration 24Q: 3 clusters Score -403356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -403356.031250 Penalty: 4187.037109
	Iteration 25Q: 3 clusters Score -403356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -403357.468750 Penalty: 4187.037109
	Iteration 26Q: 3 clusters Score -403357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -403358.062500 Penalty: 4187.037109
	Iteration 27Q: 3 clusters Score -403358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -403359.406250 Penalty: 4187.037109
	Iteration 28Q: 3 clusters Score -403359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -403360.468750 Penalty: 4187.037109
	Iteration 29Q: 3 clusters Score -403360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -403361.937500 Penalty: 4187.037109
	Iteration 30Q: 3 clusters Score -403361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -403363.562500 Penalty: 4187.037109
	Iteration 31Q: 3 clusters Score -403363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -403364.531250 Penalty: 4187.037109
	Iteration 32Q: 3 clusters Score -403364.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -403366.500000 Penalty: 4187.037109
	Iteration 33Q: 3 clusters Score -403366.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -403370.125000 Penalty: 4187.037109
	Iteration 34Q: 3 clusters Score -403370.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -403374.093750 Penalty: 4187.037109
	Iteration 35Q: 3 clusters Score -403374.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -403378.031250 Penalty: 4187.037109
	Iteration 36Q: 3 clusters Score -403378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -403383.593750 Penalty: 4187.037109
	Iteration 37Q: 3 clusters Score -403383.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -403388.406250 Penalty: 4187.037109
	Iteration 38Q: 3 clusters Score -403388.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -403394.281250 Penalty: 4187.037109
	Iteration 39Q: 3 clusters Score -403394.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -403401.843750 Penalty: 4187.037109
	Iteration 40F: 3 clusters Score -403401.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -403410.312500 Penalty: 4187.037109
	Iteration 41Q: 3 clusters Score -403410.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -403419.843750 Penalty: 4187.037109
	Iteration 42Q: 3 clusters Score -403419.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -403424.875000 Penalty: 4187.037109
	Iteration 43Q: 3 clusters Score -403424.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -403434.218750 Penalty: 4187.037109
	Iteration 44Q: 3 clusters Score -403434.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -403450.625000 Penalty: 4187.037109
	Iteration 45Q: 3 clusters Score -403450.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -403467.000000 Penalty: 4187.037109
	Iteration 46Q: 3 clusters Score -403467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -403493.031250 Penalty: 4187.037109
	Iteration 47Q: 3 clusters Score -403493 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -403521.500000 Penalty: 4187.037109
	Iteration 48Q: 3 clusters Score -403521.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -403547.906250 Penalty: 4187.037109
	Iteration 49Q: 3 clusters Score -403547.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -403570.218750 Penalty: 4187.037109
	Iteration 50Q: 3 clusters Score -403570.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -403585.687500 Penalty: 4187.037109
	Iteration 51Q: 3 clusters Score -403585.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -403601.968750 Penalty: 4187.037109
	Iteration 52Q: 3 clusters Score -403602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -403619.218750 Penalty: 4187.037109
	Iteration 53Q: 3 clusters Score -403619.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -403644.625000 Penalty: 4187.037109
	Iteration 54Q: 3 clusters Score -403644.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -403669.187500 Penalty: 4187.037109
	Iteration 55Q: 3 clusters Score -403669.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -403689.593750 Penalty: 4187.037109
	Iteration 56Q: 3 clusters Score -403689.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -403705.375000 Penalty: 4187.037109
	Iteration 57Q: 3 clusters Score -403705.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -403720.375000 Penalty: 4187.037109
	Iteration 58Q: 3 clusters Score -403720.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -403736.218750 Penalty: 4187.037109
	Iteration 59Q: 3 clusters Score -403736.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -403753.062500 Penalty: 4187.037109
	Iteration 60F: 3 clusters Score -403753.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -403770.375000 Penalty: 4187.037109
	Iteration 61Q: 3 clusters Score -403770.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -403792.625000 Penalty: 4187.037109
	Iteration 62Q: 3 clusters Score -403792.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -403813.656250 Penalty: 4187.037109
	Iteration 63Q: 3 clusters Score -403813.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -403834.625000 Penalty: 4187.037109
	Iteration 64Q: 3 clusters Score -403834.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -403860.875000 Penalty: 4187.037109
	Iteration 65Q: 3 clusters Score -403860.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -403890.875000 Penalty: 4187.037109
	Iteration 66Q: 3 clusters Score -403890.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -403918.718750 Penalty: 4187.037109
	Iteration 67Q: 3 clusters Score -403918.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -403941.375000 Penalty: 4187.037109
	Iteration 68Q: 3 clusters Score -403941.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -403960.812500 Penalty: 4187.037109
	Iteration 69Q: 3 clusters Score -403960.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -403983.375000 Penalty: 4187.037109
	Iteration 70Q: 3 clusters Score -403983.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -404005.937500 Penalty: 4187.037109
	Iteration 71Q: 3 clusters Score -404005.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -404027.437500 Penalty: 4187.037109
	Iteration 72Q: 3 clusters Score -404027.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -404045.343750 Penalty: 4187.037109
	Iteration 73Q: 3 clusters Score -404045.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -404062.156250 Penalty: 4187.037109
	Iteration 74Q: 3 clusters Score -404062.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -404077.281250 Penalty: 4187.037109
	Iteration 75Q: 3 clusters Score -404077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -404084.093750 Penalty: 4187.037109
	Iteration 76Q: 3 clusters Score -404084.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -404090.531250 Penalty: 4187.037109
	Iteration 77Q: 3 clusters Score -404090.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -404096.375000 Penalty: 4187.037109
	Iteration 78Q: 3 clusters Score -404096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -404099.281250 Penalty: 4187.037109
	Iteration 79Q: 3 clusters Score -404099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -404103.250000 Penalty: 4187.037109
	Iteration 80F: 3 clusters Score -404103.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -404108.468750 Penalty: 4187.037109
	Iteration 81Q: 3 clusters Score -404108.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -404115.750000 Penalty: 4187.037109
	Iteration 82Q: 3 clusters Score -404115.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -404120.781250 Penalty: 4187.037109
	Iteration 83Q: 3 clusters Score -404120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -404122.937500 Penalty: 4187.037109
	Iteration 84Q: 3 clusters Score -404122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -404125.812500 Penalty: 4187.037109
	Iteration 85Q: 3 clusters Score -404125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -404126.125000 Penalty: 4187.037109
	Iteration 86Q: 3 clusters Score -404126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -404126.125000 Penalty: 4187.037109
	Iteration 87F: 3 clusters Score -404126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Entering Unmasked Estep 
Score: -2056079.500000 Penalty: 2499.247070
	Iteration 0F: 2 clusters Score -2056080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2039603.000000 Penalty: 4998.494141
	Iteration 0F: 3 clusters Score -2039603 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2045361.625000 Penalty: 4998.494141
	Iteration 1F: 3 clusters Score -2045362 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2046064.500000 Penalty: 4998.494141
	Iteration 2F: 3 clusters Score -2046064 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2046808.375000 Penalty: 4998.494141
	Iteration 3F: 3 clusters Score -2046808 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2047590.625000 Penalty: 4998.494141
	Iteration 4F: 3 clusters Score -2047591 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2048459.625000 Penalty: 4998.494141
	Iteration 5F: 3 clusters Score -2048460 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2049364.875000 Penalty: 4998.494141
	Iteration 6F: 3 clusters Score -2049365 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2050243.500000 Penalty: 4998.494141
	Iteration 7F: 3 clusters Score -2050244 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2051038.250000 Penalty: 4998.494141
	Iteration 8Q: 3 clusters Score -2051038 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2051679.375000 Penalty: 4998.494141
	Iteration 9Q: 3 clusters Score -2051679 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2052227.375000 Penalty: 4998.494141
	Iteration 10Q: 3 clusters Score -2052227 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2052649.875000 Penalty: 4998.494141
	Iteration 11Q: 3 clusters Score -2052650 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2052924.625000 Penalty: 4998.494141
	Iteration 12Q: 3 clusters Score -2052925 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2053145.875000 Penalty: 4998.494141
	Iteration 13Q: 3 clusters Score -2053146 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2053304.750000 Penalty: 4998.494141
	Iteration 14Q: 3 clusters Score -2053305 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2053406.000000 Penalty: 4998.494141
	Iteration 15Q: 3 clusters Score -2053406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2053496.500000 Penalty: 4998.494141
	Iteration 16Q: 3 clusters Score -2053496 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2053562.750000 Penalty: 4998.494141
	Iteration 17Q: 3 clusters Score -2053563 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2053623.500000 Penalty: 4998.494141
	Iteration 18Q: 3 clusters Score -2053624 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2053676.625000 Penalty: 4998.494141
	Iteration 19Q: 3 clusters Score -2053677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2053736.500000 Penalty: 4998.494141
	Iteration 20F: 3 clusters Score -2053736 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2053775.250000 Penalty: 4998.494141
	Iteration 21Q: 3 clusters Score -2053775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2053797.750000 Penalty: 4998.494141
	Iteration 22Q: 3 clusters Score -2053798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2053827.125000 Penalty: 4998.494141
	Iteration 23Q: 3 clusters Score -2053827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2053851.375000 Penalty: 4998.494141
	Iteration 24Q: 3 clusters Score -2053851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2053860.375000 Penalty: 4998.494141
	Iteration 25Q: 3 clusters Score -2053860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2053878.500000 Penalty: 4998.494141
	Iteration 26Q: 3 clusters Score -2053878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2053888.625000 Penalty: 4998.494141
	Iteration 27Q: 3 clusters Score -2053889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2053898.375000 Penalty: 4998.494141
	Iteration 28Q: 3 clusters Score -2053898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2053908.500000 Penalty: 4998.494141
	Iteration 29Q: 3 clusters Score -2053908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2053911.500000 Penalty: 4998.494141
	Iteration 30Q: 3 clusters Score -2053912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2053913.125000 Penalty: 4998.494141
	Iteration 31Q: 3 clusters Score -2053913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2053918.250000 Penalty: 4998.494141
	Iteration 32Q: 3 clusters Score -2053918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2053921.375000 Penalty: 4998.494141
	Iteration 33Q: 3 clusters Score -2053921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2053925.500000 Penalty: 4998.494141
	Iteration 34Q: 3 clusters Score -2053926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2053925.625000 Penalty: 4998.494141
	Iteration 35Q: 3 clusters Score -2053926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2053926.875000 Penalty: 4998.494141
	Iteration 36Q: 3 clusters Score -2053927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2053929.250000 Penalty: 4998.494141
	Iteration 37Q: 3 clusters Score -2053929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2053931.375000 Penalty: 4998.494141
	Iteration 38Q: 3 clusters Score -2053931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2053934.375000 Penalty: 4998.494141
	Iteration 39Q: 3 clusters Score -2053934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2053937.125000 Penalty: 4998.494141
	Iteration 40F: 3 clusters Score -2053937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2053940.125000 Penalty: 4998.494141
	Iteration 41Q: 3 clusters Score -2053940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2053940.125000 Penalty: 4998.494141
	Iteration 42Q: 3 clusters Score -2053940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2053939.875000 Penalty: 4998.494141
	Iteration 43Q: 3 clusters Score -2053940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2053944.125000 Penalty: 4998.494141
	Iteration 44Q: 3 clusters Score -2053944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2053946.500000 Penalty: 4998.494141
	Iteration 45Q: 3 clusters Score -2053946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -2053944.500000 Penalty: 4998.494141
	Iteration 46Q: 3 clusters Score -2053944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2053944.500000 Penalty: 4998.494141
	Iteration 47Q: 3 clusters Score -2053944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2053947.375000 Penalty: 4998.494141
	Iteration 48Q: 3 clusters Score -2053947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2053948.625000 Penalty: 4998.494141
	Iteration 49Q: 3 clusters Score -2053949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2053949.625000 Penalty: 4998.494141
	Iteration 50Q: 3 clusters Score -2053950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2053946.625000 Penalty: 4998.494141
	Iteration 51Q: 3 clusters Score -2053947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2053951.250000 Penalty: 4998.494141
	Iteration 52Q: 3 clusters Score -2053951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2053950.500000 Penalty: 4998.494141
	Iteration 53Q: 3 clusters Score -2053950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2053955.625000 Penalty: 4998.494141
	Iteration 54Q: 3 clusters Score -2053956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2053959.875000 Penalty: 4998.494141
	Iteration 55Q: 3 clusters Score -2053960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2053964.250000 Penalty: 4998.494141
	Iteration 56Q: 3 clusters Score -2053964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2053963.750000 Penalty: 4998.494141
	Iteration 57Q: 3 clusters Score -2053964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2053966.625000 Penalty: 4998.494141
	Iteration 58Q: 3 clusters Score -2053967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2053966.250000 Penalty: 4998.494141
	Iteration 59Q: 3 clusters Score -2053966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2053965.125000 Penalty: 4998.494141
	Iteration 60F: 3 clusters Score -2053965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2053964.125000 Penalty: 4998.494141
	Iteration 61Q: 3 clusters Score -2053964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2053964.125000 Penalty: 4998.494141
	Iteration 62F: 3 clusters Score -2053964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -398000.812500 Penalty: 2087.891846
	Iteration 0F: 2 clusters Score -398000.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -393790.093750 Penalty: 4175.783691
	Iteration 0F: 3 clusters Score -393790.1 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -394765.093750 Penalty: 4175.783691
	Iteration 1F: 3 clusters Score -394765.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -394966.093750 Penalty: 4175.783691
	Iteration 2F: 3 clusters Score -394966.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -395067.312500 Penalty: 4175.783691
	Iteration 3Q: 3 clusters Score -395067.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -395117.343750 Penalty: 4175.783691
	Iteration 4Q: 3 clusters Score -395117.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -395161.156250 Penalty: 4175.783691
	Iteration 5Q: 3 clusters Score -395161.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -395195.437500 Penalty: 4175.783691
	Iteration 6Q: 3 clusters Score -395195.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -395228.187500 Penalty: 4175.783691
	Iteration 7Q: 3 clusters Score -395228.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -395256.375000 Penalty: 4175.783691
	Iteration 8Q: 3 clusters Score -395256.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -395273.281250 Penalty: 4175.783691
	Iteration 9Q: 3 clusters Score -395273.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -395288.875000 Penalty: 4175.783691
	Iteration 10Q: 3 clusters Score -395288.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -395298.781250 Penalty: 4175.783691
	Iteration 11Q: 3 clusters Score -395298.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -395309.343750 Penalty: 4175.783691
	Iteration 12Q: 3 clusters Score -395309.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -395320.625000 Penalty: 4175.783691
	Iteration 13Q: 3 clusters Score -395320.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -395335.500000 Penalty: 4175.783691
	Iteration 14Q: 3 clusters Score -395335.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -395349.343750 Penalty: 4175.783691
	Iteration 15Q: 3 clusters Score -395349.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -395362.531250 Penalty: 4175.783691
	Iteration 16Q: 3 clusters Score -395362.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -395375.468750 Penalty: 4175.783691
	Iteration 17Q: 3 clusters Score -395375.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -395390.843750 Penalty: 4175.783691
	Iteration 18Q: 3 clusters Score -395390.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -395409.000000 Penalty: 4175.783691
	Iteration 19Q: 3 clusters Score -395409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -395433.906250 Penalty: 4175.783691
	Iteration 20F: 3 clusters Score -395433.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -395455.812500 Penalty: 4175.783691
	Iteration 21Q: 3 clusters Score -395455.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -395494.500000 Penalty: 4175.783691
	Iteration 22Q: 3 clusters Score -395494.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -395533.218750 Penalty: 4175.783691
	Iteration 23Q: 3 clusters Score -395533.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -395569.031250 Penalty: 4175.783691
	Iteration 24Q: 3 clusters Score -395569 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -395610.281250 Penalty: 4175.783691
	Iteration 25Q: 3 clusters Score -395610.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -395648.343750 Penalty: 4175.783691
	Iteration 26Q: 3 clusters Score -395648.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -395682.843750 Penalty: 4175.783691
	Iteration 27Q: 3 clusters Score -395682.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -395721.500000 Penalty: 4175.783691
	Iteration 28Q: 3 clusters Score -395721.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -395761.625000 Penalty: 4175.783691
	Iteration 29Q: 3 clusters Score -395761.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -395800.218750 Penalty: 4175.783691
	Iteration 30Q: 3 clusters Score -395800.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -395834.812500 Penalty: 4175.783691
	Iteration 31Q: 3 clusters Score -395834.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -395872.906250 Penalty: 4175.783691
	Iteration 32Q: 3 clusters Score -395872.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -395908.375000 Penalty: 4175.783691
	Iteration 33Q: 3 clusters Score -395908.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -395950.031250 Penalty: 4175.783691
	Iteration 34Q: 3 clusters Score -395950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -395985.531250 Penalty: 4175.783691
	Iteration 35Q: 3 clusters Score -395985.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -396015.781250 Penalty: 4175.783691
	Iteration 36Q: 3 clusters Score -396015.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -396041.593750 Penalty: 4175.783691
	Iteration 37Q: 3 clusters Score -396041.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -396060.656250 Penalty: 4175.783691
	Iteration 38Q: 3 clusters Score -396060.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -396071.906250 Penalty: 4175.783691
	Iteration 39Q: 3 clusters Score -396071.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -396084.656250 Penalty: 4175.783691
	Iteration 40F: 3 clusters Score -396084.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -396093.843750 Penalty: 4175.783691
	Iteration 41Q: 3 clusters Score -396093.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -396101.937500 Penalty: 4175.783691
	Iteration 42Q: 3 clusters Score -396101.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -396113.656250 Penalty: 4175.783691
	Iteration 43Q: 3 clusters Score -396113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -396123.625000 Penalty: 4175.783691
	Iteration 44Q: 3 clusters Score -396123.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -396134.656250 Penalty: 4175.783691
	Iteration 45Q: 3 clusters Score -396134.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -396143.656250 Penalty: 4175.783691
	Iteration 46Q: 3 clusters Score -396143.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -396150.000000 Penalty: 4175.783691
	Iteration 47Q: 3 clusters Score -396150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -396156.187500 Penalty: 4175.783691
	Iteration 48Q: 3 clusters Score -396156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -396160.093750 Penalty: 4175.783691
	Iteration 49Q: 3 clusters Score -396160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -396162.781250 Penalty: 4175.783691
	Iteration 50Q: 3 clusters Score -396162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -396165.656250 Penalty: 4175.783691
	Iteration 51Q: 3 clusters Score -396165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -396167.312500 Penalty: 4175.783691
	Iteration 52Q: 3 clusters Score -396167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -396169.281250 Penalty: 4175.783691
	Iteration 53Q: 3 clusters Score -396169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -396174.312500 Penalty: 4175.783691
	Iteration 54Q: 3 clusters Score -396174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -396174.187500 Penalty: 4175.783691
	Iteration 55Q: 3 clusters Score -396174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -396175.843750 Penalty: 4175.783691
	Iteration 56Q: 3 clusters Score -396175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -396176.656250 Penalty: 4175.783691
	Iteration 57Q: 3 clusters Score -396176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -396176.625000 Penalty: 4175.783691
	Iteration 58Q: 3 clusters Score -396176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -396179.781250 Penalty: 4175.783691
	Iteration 59Q: 3 clusters Score -396179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -396179.906250 Penalty: 4175.783691
	Iteration 60F: 3 clusters Score -396179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -396180.062500 Penalty: 4175.783691
	Iteration 61Q: 3 clusters Score -396180.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -396180.062500 Penalty: 4175.783691
	Iteration 62F: 3 clusters Score -396180.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -274967.312500 Penalty: 2052.924316
	Iteration 0F: 2 clusters Score -274967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -271164.656250 Penalty: 4105.848633
	Iteration 0F: 3 clusters Score -271164.7 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -272288.625000 Penalty: 4105.848633
	Iteration 1F: 3 clusters Score -272288.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -272672.593750 Penalty: 4105.848633
	Iteration 2F: 3 clusters Score -272672.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -272956.406250 Penalty: 4105.848633
	Iteration 3F: 3 clusters Score -272956.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -273172.875000 Penalty: 4105.848633
	Iteration 4F: 3 clusters Score -273172.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -273370.156250 Penalty: 4105.848633
	Iteration 5F: 3 clusters Score -273370.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -273501.718750 Penalty: 4105.848633
	Iteration 6Q: 3 clusters Score -273501.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -273597.656250 Penalty: 4105.848633
	Iteration 7Q: 3 clusters Score -273597.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -273693.750000 Penalty: 4105.848633
	Iteration 8Q: 3 clusters Score -273693.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -273801.781250 Penalty: 4105.848633
	Iteration 9Q: 3 clusters Score -273801.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -273894.187500 Penalty: 4105.848633
	Iteration 10Q: 3 clusters Score -273894.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -273957.375000 Penalty: 4105.848633
	Iteration 11Q: 3 clusters Score -273957.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -274003.187500 Penalty: 4105.848633
	Iteration 12Q: 3 clusters Score -274003.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -274035.343750 Penalty: 4105.848633
	Iteration 13Q: 3 clusters Score -274035.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -274058.593750 Penalty: 4105.848633
	Iteration 14Q: 3 clusters Score -274058.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -274069.687500 Penalty: 4105.848633
	Iteration 15Q: 3 clusters Score -274069.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -274074.875000 Penalty: 4105.848633
	Iteration 16Q: 3 clusters Score -274074.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -274079.375000 Penalty: 4105.848633
	Iteration 17Q: 3 clusters Score -274079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -274082.812500 Penalty: 4105.848633
	Iteration 18Q: 3 clusters Score -274082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -274087.875000 Penalty: 4105.848633
	Iteration 19Q: 3 clusters Score -274087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -274089.375000 Penalty: 4105.848633
	Iteration 20F: 3 clusters Score -274089.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -274091.093750 Penalty: 4105.848633
	Iteration 21Q: 3 clusters Score -274091.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -274093.031250 Penalty: 4105.848633
	Iteration 22Q: 3 clusters Score -274093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -274094.937500 Penalty: 4105.848633
	Iteration 23Q: 3 clusters Score -274094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -274096.750000 Penalty: 4105.848633
	Iteration 24Q: 3 clusters Score -274096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -274099.125000 Penalty: 4105.848633
	Iteration 25Q: 3 clusters Score -274099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -274101.468750 Penalty: 4105.848633
	Iteration 26Q: 3 clusters Score -274101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -274101.906250 Penalty: 4105.848633
	Iteration 27Q: 3 clusters Score -274101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -274103.375000 Penalty: 4105.848633
	Iteration 28Q: 3 clusters Score -274103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -274104.187500 Penalty: 4105.848633
	Iteration 29Q: 3 clusters Score -274104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -274105.031250 Penalty: 4105.848633
	Iteration 30Q: 3 clusters Score -274105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -274105.031250 Penalty: 4105.848633
	Iteration 31F: 3 clusters Score -274105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Entering Unmasked Estep 
Score: -849204.375000 Penalty: 2278.926270
	Iteration 0F: 2 clusters Score -849204.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -841661.500000 Penalty: 4557.852539
	Iteration 0F: 3 clusters Score -841661.5 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -843839.375000 Penalty: 4557.852539
	Iteration 1F: 3 clusters Score -843839.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -844156.375000 Penalty: 4557.852539
	Iteration 2F: 3 clusters Score -844156.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -844358.812500 Penalty: 4557.852539
	Iteration 3F: 3 clusters Score -844358.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -844502.875000 Penalty: 4557.852539
	Iteration 4Q: 3 clusters Score -844502.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -844588.562500 Penalty: 4557.852539
	Iteration 5Q: 3 clusters Score -844588.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -844665.687500 Penalty: 4557.852539
	Iteration 6Q: 3 clusters Score -844665.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -844725.437500 Penalty: 4557.852539
	Iteration 7Q: 3 clusters Score -844725.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -844775.125000 Penalty: 4557.852539
	Iteration 8Q: 3 clusters Score -844775.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -844808.062500 Penalty: 4557.852539
	Iteration 9Q: 3 clusters Score -844808.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -844841.125000 Penalty: 4557.852539
	Iteration 10Q: 3 clusters Score -844841.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -844876.625000 Penalty: 4557.852539
	Iteration 11Q: 3 clusters Score -844876.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -844910.687500 Penalty: 4557.852539
	Iteration 12Q: 3 clusters Score -844910.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -844939.687500 Penalty: 4557.852539
	Iteration 13Q: 3 clusters Score -844939.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -844978.375000 Penalty: 4557.852539
	Iteration 14Q: 3 clusters Score -844978.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -845018.875000 Penalty: 4557.852539
	Iteration 15Q: 3 clusters Score -845018.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -845063.937500 Penalty: 4557.852539
	Iteration 16Q: 3 clusters Score -845063.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -845103.562500 Penalty: 4557.852539
	Iteration 17Q: 3 clusters Score -845103.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -845138.937500 Penalty: 4557.852539
	Iteration 18Q: 3 clusters Score -845138.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -845178.000000 Penalty: 4557.852539
	Iteration 19Q: 3 clusters Score -845178 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -845219.062500 Penalty: 4557.852539
	Iteration 20F: 3 clusters Score -845219.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -845275.500000 Penalty: 4557.852539
	Iteration 21Q: 3 clusters Score -845275.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -845346.500000 Penalty: 4557.852539
	Iteration 22Q: 3 clusters Score -845346.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -845421.875000 Penalty: 4557.852539
	Iteration 23Q: 3 clusters Score -845421.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -845515.750000 Penalty: 4557.852539
	Iteration 24Q: 3 clusters Score -845515.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -845630.375000 Penalty: 4557.852539
	Iteration 25Q: 3 clusters Score -845630.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -845795.250000 Penalty: 4557.852539
	Iteration 26Q: 3 clusters Score -845795.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -845973.500000 Penalty: 4557.852539
	Iteration 27Q: 3 clusters Score -845973.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -846158.500000 Penalty: 4557.852539
	Iteration 28Q: 3 clusters Score -846158.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -846330.625000 Penalty: 4557.852539
	Iteration 29Q: 3 clusters Score -846330.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -846500.000000 Penalty: 4557.852539
	Iteration 30Q: 3 clusters Score -846500 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -846655.062500 Penalty: 4557.852539
	Iteration 31Q: 3 clusters Score -846655.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -846789.000000 Penalty: 4557.852539
	Iteration 32Q: 3 clusters Score -846789 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -846883.500000 Penalty: 4557.852539
	Iteration 33Q: 3 clusters Score -846883.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -846967.500000 Penalty: 4557.852539
	Iteration 34Q: 3 clusters Score -846967.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -847037.875000 Penalty: 4557.852539
	Iteration 35Q: 3 clusters Score -847037.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -847090.125000 Penalty: 4557.852539
	Iteration 36Q: 3 clusters Score -847090.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -847120.437500 Penalty: 4557.852539
	Iteration 37Q: 3 clusters Score -847120.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -847135.312500 Penalty: 4557.852539
	Iteration 38Q: 3 clusters Score -847135.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -847152.562500 Penalty: 4557.852539
	Iteration 39Q: 3 clusters Score -847152.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -847161.750000 Penalty: 4557.852539
	Iteration 40F: 3 clusters Score -847161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -847169.250000 Penalty: 4557.852539
	Iteration 41Q: 3 clusters Score -847169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -847173.687500 Penalty: 4557.852539
	Iteration 42Q: 3 clusters Score -847173.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -847177.625000 Penalty: 4557.852539
	Iteration 43Q: 3 clusters Score -847177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -847183.437500 Penalty: 4557.852539
	Iteration 44Q: 3 clusters Score -847183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -847186.125000 Penalty: 4557.852539
	Iteration 45Q: 3 clusters Score -847186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -847186.125000 Penalty: 4557.852539
	Iteration 46F: 3 clusters Score -847186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -838326.250000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -838326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -830929.187500 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -830929.2 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -833219.562500 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -833219.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -833663.562500 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -833663.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -834075.937500 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -834075.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -834493.875000 Penalty: 4548.236328
	Iteration 4F: 3 clusters Score -834493.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -834882.250000 Penalty: 4548.236328
	Iteration 5F: 3 clusters Score -834882.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -835267.250000 Penalty: 4548.236328
	Iteration 6F: 3 clusters Score -835267.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -835620.062500 Penalty: 4548.236328
	Iteration 7F: 3 clusters Score -835620.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -835861.625000 Penalty: 4548.236328
	Iteration 8Q: 3 clusters Score -835861.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -836050.687500 Penalty: 4548.236328
	Iteration 9Q: 3 clusters Score -836050.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -836195.500000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -836195.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -836289.812500 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -836289.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -836370.062500 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -836370.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -836425.875000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -836425.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -836463.000000 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -836463 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -836499.937500 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -836499.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -836529.875000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -836529.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -836549.437500 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -836549.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -836564.500000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -836564.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -836579.000000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -836579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -836589.750000 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -836589.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -836598.687500 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -836598.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -836603.687500 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -836603.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -836605.562500 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -836605.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -836606.937500 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -836606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -836607.000000 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -836607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -836609.812500 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -836609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -836610.312500 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -836610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -836611.187500 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -836611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -836612.187500 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -836612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -836610.875000 Penalty: 4548.236328
	Iteration 30Q: 3 clusters Score -836610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -836614.062500 Penalty: 4548.236328
	Iteration 31Q: 3 clusters Score -836614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -836611.875000 Penalty: 4548.236328
	Iteration 32Q: 3 clusters Score -836611.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -836614.187500 Penalty: 4548.236328
	Iteration 33Q: 3 clusters Score -836614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -836614.562500 Penalty: 4548.236328
	Iteration 34Q: 3 clusters Score -836614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -836617.312500 Penalty: 4548.236328
	Iteration 35Q: 3 clusters Score -836617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -836615.937500 Penalty: 4548.236328
	Iteration 36Q: 3 clusters Score -836615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -836615.937500 Penalty: 4548.236328
	Iteration 37F: 3 clusters Score -836615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -533801.625000 Penalty: 2188.228271
	Iteration 0F: 2 clusters Score -533801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -528225.437500 Penalty: 4376.456543
	Iteration 0F: 3 clusters Score -528225.4 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -529771.187500 Penalty: 4376.456543
	Iteration 1F: 3 clusters Score -529771.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -530089.750000 Penalty: 4376.456543
	Iteration 2F: 3 clusters Score -530089.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -530301.312500 Penalty: 4376.456543
	Iteration 3F: 3 clusters Score -530301.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -530459.562500 Penalty: 4376.456543
	Iteration 4Q: 3 clusters Score -530459.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -530602.812500 Penalty: 4376.456543
	Iteration 5Q: 3 clusters Score -530602.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -530736.437500 Penalty: 4376.456543
	Iteration 6Q: 3 clusters Score -530736.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -530856.250000 Penalty: 4376.456543
	Iteration 7Q: 3 clusters Score -530856.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -530980.187500 Penalty: 4376.456543
	Iteration 8Q: 3 clusters Score -530980.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -531096.062500 Penalty: 4376.456543
	Iteration 9Q: 3 clusters Score -531096.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -531253.000000 Penalty: 4376.456543
	Iteration 10Q: 3 clusters Score -531253 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -531414.062500 Penalty: 4376.456543
	Iteration 11Q: 3 clusters Score -531414.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -531599.375000 Penalty: 4376.456543
	Iteration 12Q: 3 clusters Score -531599.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -531805.937500 Penalty: 4376.456543
	Iteration 13Q: 3 clusters Score -531805.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -532005.000000 Penalty: 4376.456543
	Iteration 14Q: 3 clusters Score -532005 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -532152.500000 Penalty: 4376.456543
	Iteration 15Q: 3 clusters Score -532152.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -532278.250000 Penalty: 4376.456543
	Iteration 16Q: 3 clusters Score -532278.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -532368.437500 Penalty: 4376.456543
	Iteration 17Q: 3 clusters Score -532368.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -532436.125000 Penalty: 4376.456543
	Iteration 18Q: 3 clusters Score -532436.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -532495.187500 Penalty: 4376.456543
	Iteration 19Q: 3 clusters Score -532495.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -532534.375000 Penalty: 4376.456543
	Iteration 20F: 3 clusters Score -532534.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -532554.875000 Penalty: 4376.456543
	Iteration 21Q: 3 clusters Score -532554.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -532572.062500 Penalty: 4376.456543
	Iteration 22Q: 3 clusters Score -532572.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -532591.187500 Penalty: 4376.456543
	Iteration 23Q: 3 clusters Score -532591.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -532602.562500 Penalty: 4376.456543
	Iteration 24Q: 3 clusters Score -532602.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -532611.062500 Penalty: 4376.456543
	Iteration 25Q: 3 clusters Score -532611.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -532617.187500 Penalty: 4376.456543
	Iteration 26Q: 3 clusters Score -532617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -532623.562500 Penalty: 4376.456543
	Iteration 27Q: 3 clusters Score -532623.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -532627.000000 Penalty: 4376.456543
	Iteration 28Q: 3 clusters Score -532627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -532630.125000 Penalty: 4376.456543
	Iteration 29Q: 3 clusters Score -532630.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -532632.500000 Penalty: 4376.456543
	Iteration 30Q: 3 clusters Score -532632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -532636.125000 Penalty: 4376.456543
	Iteration 31Q: 3 clusters Score -532636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -532636.187500 Penalty: 4376.456543
	Iteration 32Q: 3 clusters Score -532636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -532640.625000 Penalty: 4376.456543
	Iteration 33Q: 3 clusters Score -532640.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -532644.000000 Penalty: 4376.456543
	Iteration 34Q: 3 clusters Score -532644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -532647.937500 Penalty: 4376.456543
	Iteration 35Q: 3 clusters Score -532647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -532653.500000 Penalty: 4376.456543
	Iteration 36Q: 3 clusters Score -532653.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -532656.312500 Penalty: 4376.456543
	Iteration 37Q: 3 clusters Score -532656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -532658.375000 Penalty: 4376.456543
	Iteration 38Q: 3 clusters Score -532658.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -532660.875000 Penalty: 4376.456543
	Iteration 39Q: 3 clusters Score -532660.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -532663.500000 Penalty: 4376.456543
	Iteration 40F: 3 clusters Score -532663.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -532664.937500 Penalty: 4376.456543
	Iteration 41Q: 3 clusters Score -532664.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -532667.062500 Penalty: 4376.456543
	Iteration 42Q: 3 clusters Score -532667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -532667.250000 Penalty: 4376.456543
	Iteration 43Q: 3 clusters Score -532667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -532668.250000 Penalty: 4376.456543
	Iteration 44Q: 3 clusters Score -532668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -532668.000000 Penalty: 4376.456543
	Iteration 45Q: 3 clusters Score -532668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -532670.000000 Penalty: 4376.456543
	Iteration 46Q: 3 clusters Score -532670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -532670.875000 Penalty: 4376.456543
	Iteration 47Q: 3 clusters Score -532670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -532672.000000 Penalty: 4376.456543
	Iteration 48Q: 3 clusters Score -532672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -532673.125000 Penalty: 4376.456543
	Iteration 49Q: 3 clusters Score -532673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -532673.187500 Penalty: 4376.456543
	Iteration 50Q: 3 clusters Score -532673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -532675.437500 Penalty: 4376.456543
	Iteration 51Q: 3 clusters Score -532675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -532675.625000 Penalty: 4376.456543
	Iteration 52Q: 3 clusters Score -532675.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -532675.625000 Penalty: 4376.456543
	Iteration 53F: 3 clusters Score -532675.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Entering Unmasked Estep 
Score: -2219849.250000 Penalty: 2520.797363
	Iteration 0F: 2 clusters Score -2219849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2201896.500000 Penalty: 5041.594727
	Iteration 0F: 3 clusters Score -2201896 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2208555.500000 Penalty: 5041.594727
	Iteration 1F: 3 clusters Score -2208556 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2209249.500000 Penalty: 5041.594727
	Iteration 2F: 3 clusters Score -2209250 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2209993.500000 Penalty: 5041.594727
	Iteration 3F: 3 clusters Score -2209994 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2210848.500000 Penalty: 5041.594727
	Iteration 4F: 3 clusters Score -2210848 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2211733.500000 Penalty: 5041.594727
	Iteration 5F: 3 clusters Score -2211734 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2212523.500000 Penalty: 5041.594727
	Iteration 6F: 3 clusters Score -2212524 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2213216.500000 Penalty: 5041.594727
	Iteration 7Q: 3 clusters Score -2213216 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2213812.750000 Penalty: 5041.594727
	Iteration 8Q: 3 clusters Score -2213813 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2214340.500000 Penalty: 5041.594727
	Iteration 9Q: 3 clusters Score -2214340 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2214838.750000 Penalty: 5041.594727
	Iteration 10Q: 3 clusters Score -2214839 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2215225.250000 Penalty: 5041.594727
	Iteration 11Q: 3 clusters Score -2215225 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2215544.250000 Penalty: 5041.594727
	Iteration 12Q: 3 clusters Score -2215544 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2215778.750000 Penalty: 5041.594727
	Iteration 13Q: 3 clusters Score -2215779 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2215954.750000 Penalty: 5041.594727
	Iteration 14Q: 3 clusters Score -2215955 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2216079.750000 Penalty: 5041.594727
	Iteration 15Q: 3 clusters Score -2216080 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2216197.250000 Penalty: 5041.594727
	Iteration 16Q: 3 clusters Score -2216197 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2216307.750000 Penalty: 5041.594727
	Iteration 17Q: 3 clusters Score -2216308 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2216433.250000 Penalty: 5041.594727
	Iteration 18Q: 3 clusters Score -2216433 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2216549.000000 Penalty: 5041.594727
	Iteration 19Q: 3 clusters Score -2216549 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2216672.750000 Penalty: 5041.594727
	Iteration 20F: 3 clusters Score -2216673 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2216779.750000 Penalty: 5041.594727
	Iteration 21Q: 3 clusters Score -2216780 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2216860.000000 Penalty: 5041.594727
	Iteration 22Q: 3 clusters Score -2216860 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2216927.500000 Penalty: 5041.594727
	Iteration 23Q: 3 clusters Score -2216928 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2216972.250000 Penalty: 5041.594727
	Iteration 24Q: 3 clusters Score -2216972 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2217012.250000 Penalty: 5041.594727
	Iteration 25Q: 3 clusters Score -2217012 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2217057.500000 Penalty: 5041.594727
	Iteration 26Q: 3 clusters Score -2217058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2217098.000000 Penalty: 5041.594727
	Iteration 27Q: 3 clusters Score -2217098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2217140.250000 Penalty: 5041.594727
	Iteration 28Q: 3 clusters Score -2217140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2217190.500000 Penalty: 5041.594727
	Iteration 29Q: 3 clusters Score -2217190 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2217229.000000 Penalty: 5041.594727
	Iteration 30Q: 3 clusters Score -2217229 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2217270.250000 Penalty: 5041.594727
	Iteration 31Q: 3 clusters Score -2217270 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2217322.500000 Penalty: 5041.594727
	Iteration 32Q: 3 clusters Score -2217322 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2217352.750000 Penalty: 5041.594727
	Iteration 33Q: 3 clusters Score -2217353 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2217392.750000 Penalty: 5041.594727
	Iteration 34Q: 3 clusters Score -2217393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2217414.500000 Penalty: 5041.594727
	Iteration 35Q: 3 clusters Score -2217414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2217439.500000 Penalty: 5041.594727
	Iteration 36Q: 3 clusters Score -2217440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2217459.750000 Penalty: 5041.594727
	Iteration 37Q: 3 clusters Score -2217460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2217474.000000 Penalty: 5041.594727
	Iteration 38Q: 3 clusters Score -2217474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2217483.000000 Penalty: 5041.594727
	Iteration 39Q: 3 clusters Score -2217483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2217487.500000 Penalty: 5041.594727
	Iteration 40F: 3 clusters Score -2217488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2217498.250000 Penalty: 5041.594727
	Iteration 41Q: 3 clusters Score -2217498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2217498.750000 Penalty: 5041.594727
	Iteration 42Q: 3 clusters Score -2217499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2217496.000000 Penalty: 5041.594727
	Iteration 43Q: 3 clusters Score -2217496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2217501.250000 Penalty: 5041.594727
	Iteration 44Q: 3 clusters Score -2217501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2217501.750000 Penalty: 5041.594727
	Iteration 45Q: 3 clusters Score -2217502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2217502.750000 Penalty: 5041.594727
	Iteration 46Q: 3 clusters Score -2217503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2217507.750000 Penalty: 5041.594727
	Iteration 47Q: 3 clusters Score -2217508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2217509.750000 Penalty: 5041.594727
	Iteration 48Q: 3 clusters Score -2217510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2217512.000000 Penalty: 5041.594727
	Iteration 49Q: 3 clusters Score -2217512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2217510.000000 Penalty: 5041.594727
	Iteration 50Q: 3 clusters Score -2217510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2217515.500000 Penalty: 5041.594727
	Iteration 51Q: 3 clusters Score -2217516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2217517.000000 Penalty: 5041.594727
	Iteration 52Q: 3 clusters Score -2217517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2217522.250000 Penalty: 5041.594727
	Iteration 53Q: 3 clusters Score -2217522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2217525.250000 Penalty: 5041.594727
	Iteration 54Q: 3 clusters Score -2217525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2217525.750000 Penalty: 5041.594727
	Iteration 55Q: 3 clusters Score -2217526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2217532.500000 Penalty: 5041.594727
	Iteration 56Q: 3 clusters Score -2217532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2217536.250000 Penalty: 5041.594727
	Iteration 57Q: 3 clusters Score -2217536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2217535.500000 Penalty: 5041.594727
	Iteration 58Q: 3 clusters Score -2217536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2217540.500000 Penalty: 5041.594727
	Iteration 59Q: 3 clusters Score -2217540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2217546.750000 Penalty: 5041.594727
	Iteration 60F: 3 clusters Score -2217547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2217553.500000 Penalty: 5041.594727
	Iteration 61Q: 3 clusters Score -2217554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2217553.000000 Penalty: 5041.594727
	Iteration 62Q: 3 clusters Score -2217553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2217561.000000 Penalty: 5041.594727
	Iteration 63Q: 3 clusters Score -2217561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2217560.250000 Penalty: 5041.594727
	Iteration 64Q: 3 clusters Score -2217560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2217565.500000 Penalty: 5041.594727
	Iteration 65Q: 3 clusters Score -2217566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2217566.250000 Penalty: 5041.594727
	Iteration 66Q: 3 clusters Score -2217566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2217576.250000 Penalty: 5041.594727
	Iteration 67Q: 3 clusters Score -2217576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2217582.750000 Penalty: 5041.594727
	Iteration 68Q: 3 clusters Score -2217583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2217585.750000 Penalty: 5041.594727
	Iteration 69Q: 3 clusters Score -2217586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2217592.000000 Penalty: 5041.594727
	Iteration 70Q: 3 clusters Score -2217592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2217597.750000 Penalty: 5041.594727
	Iteration 71Q: 3 clusters Score -2217598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2217603.000000 Penalty: 5041.594727
	Iteration 72Q: 3 clusters Score -2217603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2217607.000000 Penalty: 5041.594727
	Iteration 73Q: 3 clusters Score -2217607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2217616.000000 Penalty: 5041.594727
	Iteration 74Q: 3 clusters Score -2217616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2217622.250000 Penalty: 5041.594727
	Iteration 75Q: 3 clusters Score -2217622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2217623.750000 Penalty: 5041.594727
	Iteration 76Q: 3 clusters Score -2217624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2217627.500000 Penalty: 5041.594727
	Iteration 77Q: 3 clusters Score -2217628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2217623.750000 Penalty: 5041.594727
	Iteration 78Q: 3 clusters Score -2217624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2217630.250000 Penalty: 5041.594727
	Iteration 79Q: 3 clusters Score -2217630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2217628.500000 Penalty: 5041.594727
	Iteration 80F: 3 clusters Score -2217628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2217634.250000 Penalty: 5041.594727
	Iteration 81Q: 3 clusters Score -2217634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2217634.250000 Penalty: 5041.594727
	Iteration 82Q: 3 clusters Score -2217634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2217633.000000 Penalty: 5041.594727
	Iteration 83Q: 3 clusters Score -2217633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2217635.250000 Penalty: 5041.594727
	Iteration 84Q: 3 clusters Score -2217635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2217636.000000 Penalty: 5041.594727
	Iteration 85Q: 3 clusters Score -2217636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2217636.750000 Penalty: 5041.594727
	Iteration 86Q: 3 clusters Score -2217637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2217641.500000 Penalty: 5041.594727
	Iteration 87Q: 3 clusters Score -2217642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2217642.500000 Penalty: 5041.594727
	Iteration 88Q: 3 clusters Score -2217642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2217648.750000 Penalty: 5041.594727
	Iteration 89Q: 3 clusters Score -2217649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2217646.750000 Penalty: 5041.594727
	Iteration 90Q: 3 clusters Score -2217647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2217642.500000 Penalty: 5041.594727
	Iteration 91Q: 3 clusters Score -2217642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2217646.750000 Penalty: 5041.594727
	Iteration 92Q: 3 clusters Score -2217647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2217652.250000 Penalty: 5041.594727
	Iteration 93Q: 3 clusters Score -2217652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2217653.000000 Penalty: 5041.594727
	Iteration 94Q: 3 clusters Score -2217653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2217658.250000 Penalty: 5041.594727
	Iteration 95Q: 3 clusters Score -2217658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2217660.000000 Penalty: 5041.594727
	Iteration 96Q: 3 clusters Score -2217660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2217661.250000 Penalty: 5041.594727
	Iteration 97Q: 3 clusters Score -2217661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2217664.500000 Penalty: 5041.594727
	Iteration 98Q: 3 clusters Score -2217664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2217666.250000 Penalty: 5041.594727
	Iteration 99Q: 3 clusters Score -2217666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2217666.250000 Penalty: 5041.594727
	Iteration 100F: 3 clusters Score -2217666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2217665.250000 Penalty: 5041.594727
	Iteration 101Q: 3 clusters Score -2217665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2217670.000000 Penalty: 5041.594727
	Iteration 102Q: 3 clusters Score -2217670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2217672.250000 Penalty: 5041.594727
	Iteration 103Q: 3 clusters Score -2217672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2217677.000000 Penalty: 5041.594727
	Iteration 104Q: 3 clusters Score -2217677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2217679.500000 Penalty: 5041.594727
	Iteration 105Q: 3 clusters Score -2217680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2217680.750000 Penalty: 5041.594727
	Iteration 106Q: 3 clusters Score -2217681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2217682.250000 Penalty: 5041.594727
	Iteration 107Q: 3 clusters Score -2217682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2217684.500000 Penalty: 5041.594727
	Iteration 108Q: 3 clusters Score -2217684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2217688.750000 Penalty: 5041.594727
	Iteration 109Q: 3 clusters Score -2217689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2217687.250000 Penalty: 5041.594727
	Iteration 110Q: 3 clusters Score -2217687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2217689.250000 Penalty: 5041.594727
	Iteration 111Q: 3 clusters Score -2217689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2217688.250000 Penalty: 5041.594727
	Iteration 112Q: 3 clusters Score -2217688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2217686.500000 Penalty: 5041.594727
	Iteration 113Q: 3 clusters Score -2217686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2217689.500000 Penalty: 5041.594727
	Iteration 114Q: 3 clusters Score -2217690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2217689.250000 Penalty: 5041.594727
	Iteration 115Q: 3 clusters Score -2217689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2217689.250000 Penalty: 5041.594727
	Iteration 116F: 3 clusters Score -2217689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Entering Unmasked Estep 
Score: -642789.062500 Penalty: 2185.732666
	Iteration 0F: 2 clusters Score -642789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -637193.062500 Penalty: 4371.465332
	Iteration 0F: 3 clusters Score -637193.1 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -638573.187500 Penalty: 4371.465332
	Iteration 1F: 3 clusters Score -638573.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -638829.062500 Penalty: 4371.465332
	Iteration 2F: 3 clusters Score -638829.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -639003.312500 Penalty: 4371.465332
	Iteration 3F: 3 clusters Score -639003.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -639131.125000 Penalty: 4371.465332
	Iteration 4Q: 3 clusters Score -639131.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -639237.250000 Penalty: 4371.465332
	Iteration 5Q: 3 clusters Score -639237.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -639348.812500 Penalty: 4371.465332
	Iteration 6Q: 3 clusters Score -639348.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -639452.687500 Penalty: 4371.465332
	Iteration 7Q: 3 clusters Score -639452.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -639548.187500 Penalty: 4371.465332
	Iteration 8Q: 3 clusters Score -639548.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -639611.812500 Penalty: 4371.465332
	Iteration 9Q: 3 clusters Score -639611.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -639671.750000 Penalty: 4371.465332
	Iteration 10Q: 3 clusters Score -639671.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -639717.687500 Penalty: 4371.465332
	Iteration 11Q: 3 clusters Score -639717.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -639760.187500 Penalty: 4371.465332
	Iteration 12Q: 3 clusters Score -639760.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -639814.937500 Penalty: 4371.465332
	Iteration 13Q: 3 clusters Score -639814.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -639870.375000 Penalty: 4371.465332
	Iteration 14Q: 3 clusters Score -639870.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -639919.187500 Penalty: 4371.465332
	Iteration 15Q: 3 clusters Score -639919.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -639967.625000 Penalty: 4371.465332
	Iteration 16Q: 3 clusters Score -639967.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -640007.687500 Penalty: 4371.465332
	Iteration 17Q: 3 clusters Score -640007.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -640055.250000 Penalty: 4371.465332
	Iteration 18Q: 3 clusters Score -640055.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -640105.375000 Penalty: 4371.465332
	Iteration 19Q: 3 clusters Score -640105.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -640160.437500 Penalty: 4371.465332
	Iteration 20F: 3 clusters Score -640160.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -640221.125000 Penalty: 4371.465332
	Iteration 21Q: 3 clusters Score -640221.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -640270.625000 Penalty: 4371.465332
	Iteration 22Q: 3 clusters Score -640270.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -640321.437500 Penalty: 4371.465332
	Iteration 23Q: 3 clusters Score -640321.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -640369.250000 Penalty: 4371.465332
	Iteration 24Q: 3 clusters Score -640369.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -640418.187500 Penalty: 4371.465332
	Iteration 25Q: 3 clusters Score -640418.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -640477.187500 Penalty: 4371.465332
	Iteration 26Q: 3 clusters Score -640477.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -640529.187500 Penalty: 4371.465332
	Iteration 27Q: 3 clusters Score -640529.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -640578.625000 Penalty: 4371.465332
	Iteration 28Q: 3 clusters Score -640578.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -640617.062500 Penalty: 4371.465332
	Iteration 29Q: 3 clusters Score -640617.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -640645.625000 Penalty: 4371.465332
	Iteration 30Q: 3 clusters Score -640645.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -640672.562500 Penalty: 4371.465332
	Iteration 31Q: 3 clusters Score -640672.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -640694.750000 Penalty: 4371.465332
	Iteration 32Q: 3 clusters Score -640694.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -640718.687500 Penalty: 4371.465332
	Iteration 33Q: 3 clusters Score -640718.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -640738.562500 Penalty: 4371.465332
	Iteration 34Q: 3 clusters Score -640738.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -640759.187500 Penalty: 4371.465332
	Iteration 35Q: 3 clusters Score -640759.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -640771.500000 Penalty: 4371.465332
	Iteration 36Q: 3 clusters Score -640771.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -640775.625000 Penalty: 4371.465332
	Iteration 37Q: 3 clusters Score -640775.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -640784.375000 Penalty: 4371.465332
	Iteration 38Q: 3 clusters Score -640784.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -640793.625000 Penalty: 4371.465332
	Iteration 39Q: 3 clusters Score -640793.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -640803.062500 Penalty: 4371.465332
	Iteration 40F: 3 clusters Score -640803.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -640811.500000 Penalty: 4371.465332
	Iteration 41Q: 3 clusters Score -640811.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -640820.687500 Penalty: 4371.465332
	Iteration 42Q: 3 clusters Score -640820.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -640828.125000 Penalty: 4371.465332
	Iteration 43Q: 3 clusters Score -640828.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -640836.687500 Penalty: 4371.465332
	Iteration 44Q: 3 clusters Score -640836.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -640842.937500 Penalty: 4371.465332
	Iteration 45Q: 3 clusters Score -640842.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -640852.562500 Penalty: 4371.465332
	Iteration 46Q: 3 clusters Score -640852.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -640862.000000 Penalty: 4371.465332
	Iteration 47Q: 3 clusters Score -640862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -640865.937500 Penalty: 4371.465332
	Iteration 48Q: 3 clusters Score -640865.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -640879.250000 Penalty: 4371.465332
	Iteration 49Q: 3 clusters Score -640879.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -640888.750000 Penalty: 4371.465332
	Iteration 50Q: 3 clusters Score -640888.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -640898.250000 Penalty: 4371.465332
	Iteration 51Q: 3 clusters Score -640898.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -640906.312500 Penalty: 4371.465332
	Iteration 52Q: 3 clusters Score -640906.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -640914.562500 Penalty: 4371.465332
	Iteration 53Q: 3 clusters Score -640914.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -640918.250000 Penalty: 4371.465332
	Iteration 54Q: 3 clusters Score -640918.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -640923.625000 Penalty: 4371.465332
	Iteration 55Q: 3 clusters Score -640923.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -640925.500000 Penalty: 4371.465332
	Iteration 56Q: 3 clusters Score -640925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -640930.062500 Penalty: 4371.465332
	Iteration 57Q: 3 clusters Score -640930.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -640933.125000 Penalty: 4371.465332
	Iteration 58Q: 3 clusters Score -640933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -640934.437500 Penalty: 4371.465332
	Iteration 59Q: 3 clusters Score -640934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -640937.750000 Penalty: 4371.465332
	Iteration 60F: 3 clusters Score -640937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -640940.250000 Penalty: 4371.465332
	Iteration 61Q: 3 clusters Score -640940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -640942.687500 Penalty: 4371.465332
	Iteration 62Q: 3 clusters Score -640942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -640946.437500 Penalty: 4371.465332
	Iteration 63Q: 3 clusters Score -640946.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -640950.125000 Penalty: 4371.465332
	Iteration 64Q: 3 clusters Score -640950.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -640956.062500 Penalty: 4371.465332
	Iteration 65Q: 3 clusters Score -640956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -640959.625000 Penalty: 4371.465332
	Iteration 66Q: 3 clusters Score -640959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -640962.437500 Penalty: 4371.465332
	Iteration 67Q: 3 clusters Score -640962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -640964.187500 Penalty: 4371.465332
	Iteration 68Q: 3 clusters Score -640964.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -640969.812500 Penalty: 4371.465332
	Iteration 69Q: 3 clusters Score -640969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -640974.812500 Penalty: 4371.465332
	Iteration 70Q: 3 clusters Score -640974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -640976.437500 Penalty: 4371.465332
	Iteration 71Q: 3 clusters Score -640976.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -640979.812500 Penalty: 4371.465332
	Iteration 72Q: 3 clusters Score -640979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -640979.500000 Penalty: 4371.465332
	Iteration 73Q: 3 clusters Score -640979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -640981.437500 Penalty: 4371.465332
	Iteration 74Q: 3 clusters Score -640981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -640982.437500 Penalty: 4371.465332
	Iteration 75Q: 3 clusters Score -640982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -640982.812500 Penalty: 4371.465332
	Iteration 76Q: 3 clusters Score -640982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -640982.062500 Penalty: 4371.465332
	Iteration 77Q: 3 clusters Score -640982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -640982.062500 Penalty: 4371.465332
	Iteration 78F: 3 clusters Score -640982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -473518.625000 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -473518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -468765.437500 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -468765.4 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -469899.062500 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -469899.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -470103.593750 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -470103.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -470235.031250 Penalty: 4262.884277
	Iteration 3Q: 3 clusters Score -470235 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -470331.968750 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -470332 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -470417.906250 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -470417.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -470498.968750 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -470499 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -470558.156250 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -470558.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -470605.968750 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -470606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -470647.625000 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -470647.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -470697.718750 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -470697.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -470752.875000 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -470752.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -470811.437500 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -470811.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -470868.187500 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -470868.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -470931.562500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -470931.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -471005.031250 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -471005 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -471096.593750 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -471096.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -471170.781250 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -471170.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -471240.468750 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -471240.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -471292.093750 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -471292.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -471341.093750 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -471341.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -471396.562500 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -471396.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -471449.656250 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -471449.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -471492.312500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -471492.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -471535.125000 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -471535.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -471564.812500 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -471564.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -471576.468750 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -471576.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -471585.468750 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -471585.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -471589.843750 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -471589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -471592.781250 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -471592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -471595.031250 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -471595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -471598.625000 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -471598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -471607.687500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -471607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -471611.500000 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -471611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -471612.687500 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -471612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -471614.531250 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -471614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -471616.531250 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -471616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -471619.125000 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -471619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -471620.187500 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -471620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -471620.468750 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -471620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -471620.468750 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -471620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -885047.875000 Penalty: 2285.820557
	Iteration 0F: 2 clusters Score -885047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -877410.500000 Penalty: 4571.641113
	Iteration 0F: 3 clusters Score -877410.5 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -879644.062500 Penalty: 4571.641113
	Iteration 1F: 3 clusters Score -879644.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -880002.937500 Penalty: 4571.641113
	Iteration 2F: 3 clusters Score -880002.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -880270.000000 Penalty: 4571.641113
	Iteration 3F: 3 clusters Score -880270 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -880528.312500 Penalty: 4571.641113
	Iteration 4Q: 3 clusters Score -880528.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -880841.937500 Penalty: 4571.641113
	Iteration 5F: 3 clusters Score -880841.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -881194.625000 Penalty: 4571.641113
	Iteration 6F: 3 clusters Score -881194.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -881562.687500 Penalty: 4571.641113
	Iteration 7Q: 3 clusters Score -881562.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -881938.125000 Penalty: 4571.641113
	Iteration 8Q: 3 clusters Score -881938.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -882248.750000 Penalty: 4571.641113
	Iteration 9Q: 3 clusters Score -882248.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -882477.437500 Penalty: 4571.641113
	Iteration 10Q: 3 clusters Score -882477.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -882650.812500 Penalty: 4571.641113
	Iteration 11Q: 3 clusters Score -882650.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -882755.312500 Penalty: 4571.641113
	Iteration 12Q: 3 clusters Score -882755.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -882831.625000 Penalty: 4571.641113
	Iteration 13Q: 3 clusters Score -882831.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -882889.812500 Penalty: 4571.641113
	Iteration 14Q: 3 clusters Score -882889.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -882933.062500 Penalty: 4571.641113
	Iteration 15Q: 3 clusters Score -882933.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -882966.250000 Penalty: 4571.641113
	Iteration 16Q: 3 clusters Score -882966.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -882984.812500 Penalty: 4571.641113
	Iteration 17Q: 3 clusters Score -882984.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -883002.937500 Penalty: 4571.641113
	Iteration 18Q: 3 clusters Score -883002.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -883018.000000 Penalty: 4571.641113
	Iteration 19Q: 3 clusters Score -883018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -883031.562500 Penalty: 4571.641113
	Iteration 20F: 3 clusters Score -883031.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -883044.250000 Penalty: 4571.641113
	Iteration 21Q: 3 clusters Score -883044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -883055.250000 Penalty: 4571.641113
	Iteration 22Q: 3 clusters Score -883055.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -883060.812500 Penalty: 4571.641113
	Iteration 23Q: 3 clusters Score -883060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -883067.750000 Penalty: 4571.641113
	Iteration 24Q: 3 clusters Score -883067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -883069.875000 Penalty: 4571.641113
	Iteration 25Q: 3 clusters Score -883069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -883073.062500 Penalty: 4571.641113
	Iteration 26Q: 3 clusters Score -883073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -883073.062500 Penalty: 4571.641113
	Iteration 27F: 3 clusters Score -883073.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Entering Unmasked Estep 
Score: -1872559.000000 Penalty: 2488.113525
	Iteration 0F: 2 clusters Score -1872559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1856733.000000 Penalty: 4976.227051
	Iteration 0F: 3 clusters Score -1856733 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1862159.750000 Penalty: 4976.227051
	Iteration 1F: 3 clusters Score -1862160 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1862649.750000 Penalty: 4976.227051
	Iteration 2F: 3 clusters Score -1862650 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1863105.875000 Penalty: 4976.227051
	Iteration 3Q: 3 clusters Score -1863106 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1863591.125000 Penalty: 4976.227051
	Iteration 4Q: 3 clusters Score -1863591 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1864132.000000 Penalty: 4976.227051
	Iteration 5Q: 3 clusters Score -1864132 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1864717.875000 Penalty: 4976.227051
	Iteration 6F: 3 clusters Score -1864718 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1865307.125000 Penalty: 4976.227051
	Iteration 7Q: 3 clusters Score -1865307 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1865913.875000 Penalty: 4976.227051
	Iteration 8F: 3 clusters Score -1865914 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1866513.500000 Penalty: 4976.227051
	Iteration 9Q: 3 clusters Score -1866514 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1867157.875000 Penalty: 4976.227051
	Iteration 10Q: 3 clusters Score -1867158 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1867797.000000 Penalty: 4976.227051
	Iteration 11Q: 3 clusters Score -1867797 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1868279.250000 Penalty: 4976.227051
	Iteration 12Q: 3 clusters Score -1868279 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1868656.750000 Penalty: 4976.227051
	Iteration 13Q: 3 clusters Score -1868657 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1868928.500000 Penalty: 4976.227051
	Iteration 14Q: 3 clusters Score -1868928 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1869107.750000 Penalty: 4976.227051
	Iteration 15Q: 3 clusters Score -1869108 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1869238.250000 Penalty: 4976.227051
	Iteration 16Q: 3 clusters Score -1869238 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1869359.000000 Penalty: 4976.227051
	Iteration 17Q: 3 clusters Score -1869359 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1869475.000000 Penalty: 4976.227051
	Iteration 18Q: 3 clusters Score -1869475 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1869567.625000 Penalty: 4976.227051
	Iteration 19Q: 3 clusters Score -1869568 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1869648.750000 Penalty: 4976.227051
	Iteration 20F: 3 clusters Score -1869649 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1869716.500000 Penalty: 4976.227051
	Iteration 21Q: 3 clusters Score -1869716 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1869776.375000 Penalty: 4976.227051
	Iteration 22Q: 3 clusters Score -1869776 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1869812.250000 Penalty: 4976.227051
	Iteration 23Q: 3 clusters Score -1869812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1869836.875000 Penalty: 4976.227051
	Iteration 24Q: 3 clusters Score -1869837 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1869860.750000 Penalty: 4976.227051
	Iteration 25Q: 3 clusters Score -1869861 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1869869.875000 Penalty: 4976.227051
	Iteration 26Q: 3 clusters Score -1869870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1869884.375000 Penalty: 4976.227051
	Iteration 27Q: 3 clusters Score -1869884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1869902.750000 Penalty: 4976.227051
	Iteration 28Q: 3 clusters Score -1869903 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1869914.500000 Penalty: 4976.227051
	Iteration 29Q: 3 clusters Score -1869914 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1869926.875000 Penalty: 4976.227051
	Iteration 30Q: 3 clusters Score -1869927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1869935.000000 Penalty: 4976.227051
	Iteration 31Q: 3 clusters Score -1869935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1869946.000000 Penalty: 4976.227051
	Iteration 32Q: 3 clusters Score -1869946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1869948.750000 Penalty: 4976.227051
	Iteration 33Q: 3 clusters Score -1869949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1869948.875000 Penalty: 4976.227051
	Iteration 34Q: 3 clusters Score -1869949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1869948.500000 Penalty: 4976.227051
	Iteration 35Q: 3 clusters Score -1869948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1869951.000000 Penalty: 4976.227051
	Iteration 36Q: 3 clusters Score -1869951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1869953.500000 Penalty: 4976.227051
	Iteration 37Q: 3 clusters Score -1869954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1869952.500000 Penalty: 4976.227051
	Iteration 38Q: 3 clusters Score -1869952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1869959.375000 Penalty: 4976.227051
	Iteration 39Q: 3 clusters Score -1869959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1869965.125000 Penalty: 4976.227051
	Iteration 40F: 3 clusters Score -1869965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1869970.750000 Penalty: 4976.227051
	Iteration 41Q: 3 clusters Score -1869971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1869974.625000 Penalty: 4976.227051
	Iteration 42Q: 3 clusters Score -1869975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1869980.625000 Penalty: 4976.227051
	Iteration 43Q: 3 clusters Score -1869981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1869981.875000 Penalty: 4976.227051
	Iteration 44Q: 3 clusters Score -1869982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1869985.375000 Penalty: 4976.227051
	Iteration 45Q: 3 clusters Score -1869985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1869986.000000 Penalty: 4976.227051
	Iteration 46Q: 3 clusters Score -1869986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1869992.500000 Penalty: 4976.227051
	Iteration 47Q: 3 clusters Score -1869992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1869994.250000 Penalty: 4976.227051
	Iteration 48Q: 3 clusters Score -1869994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1869998.375000 Penalty: 4976.227051
	Iteration 49Q: 3 clusters Score -1869998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1870003.500000 Penalty: 4976.227051
	Iteration 50Q: 3 clusters Score -1870004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1870002.125000 Penalty: 4976.227051
	Iteration 51Q: 3 clusters Score -1870002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1870002.000000 Penalty: 4976.227051
	Iteration 52Q: 3 clusters Score -1870002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1870004.750000 Penalty: 4976.227051
	Iteration 53Q: 3 clusters Score -1870005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1870008.875000 Penalty: 4976.227051
	Iteration 54Q: 3 clusters Score -1870009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1870007.500000 Penalty: 4976.227051
	Iteration 55Q: 3 clusters Score -1870008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1870007.000000 Penalty: 4976.227051
	Iteration 56Q: 3 clusters Score -1870007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1870013.125000 Penalty: 4976.227051
	Iteration 57Q: 3 clusters Score -1870013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1870011.375000 Penalty: 4976.227051
	Iteration 58Q: 3 clusters Score -1870011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1870013.500000 Penalty: 4976.227051
	Iteration 59Q: 3 clusters Score -1870014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1870012.750000 Penalty: 4976.227051
	Iteration 60F: 3 clusters Score -1870013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1870015.750000 Penalty: 4976.227051
	Iteration 61Q: 3 clusters Score -1870016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1870013.875000 Penalty: 4976.227051
	Iteration 62Q: 3 clusters Score -1870014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1870016.125000 Penalty: 4976.227051
	Iteration 63Q: 3 clusters Score -1870016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1870015.125000 Penalty: 4976.227051
	Iteration 64Q: 3 clusters Score -1870015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1870016.250000 Penalty: 4976.227051
	Iteration 65Q: 3 clusters Score -1870016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1870015.625000 Penalty: 4976.227051
	Iteration 66Q: 3 clusters Score -1870016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1870014.875000 Penalty: 4976.227051
	Iteration 67Q: 3 clusters Score -1870015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1870014.875000 Penalty: 4976.227051
	Iteration 68F: 3 clusters Score -1870015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -282409.000000 Penalty: 2025.573730
	Iteration 0F: 2 clusters Score -282409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -278715.156250 Penalty: 4051.147461
	Iteration 0F: 3 clusters Score -278715.2 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -279492.812500 Penalty: 4051.147461
	Iteration 1F: 3 clusters Score -279492.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -279741.000000 Penalty: 4051.147461
	Iteration 2F: 3 clusters Score -279741 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -279882.343750 Penalty: 4051.147461
	Iteration 3F: 3 clusters Score -279882.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -279969.656250 Penalty: 4051.147461
	Iteration 4Q: 3 clusters Score -279969.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -280051.531250 Penalty: 4051.147461
	Iteration 5Q: 3 clusters Score -280051.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -280114.000000 Penalty: 4051.147461
	Iteration 6Q: 3 clusters Score -280114 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -280169.656250 Penalty: 4051.147461
	Iteration 7Q: 3 clusters Score -280169.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -280211.312500 Penalty: 4051.147461
	Iteration 8Q: 3 clusters Score -280211.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -280236.218750 Penalty: 4051.147461
	Iteration 9Q: 3 clusters Score -280236.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -280256.687500 Penalty: 4051.147461
	Iteration 10Q: 3 clusters Score -280256.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -280271.218750 Penalty: 4051.147461
	Iteration 11Q: 3 clusters Score -280271.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -280293.500000 Penalty: 4051.147461
	Iteration 12Q: 3 clusters Score -280293.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -280315.781250 Penalty: 4051.147461
	Iteration 13Q: 3 clusters Score -280315.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -280333.781250 Penalty: 4051.147461
	Iteration 14Q: 3 clusters Score -280333.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -280355.968750 Penalty: 4051.147461
	Iteration 15Q: 3 clusters Score -280356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -280378.437500 Penalty: 4051.147461
	Iteration 16Q: 3 clusters Score -280378.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -280397.218750 Penalty: 4051.147461
	Iteration 17Q: 3 clusters Score -280397.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -280414.968750 Penalty: 4051.147461
	Iteration 18Q: 3 clusters Score -280415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -280430.062500 Penalty: 4051.147461
	Iteration 19Q: 3 clusters Score -280430.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -280445.250000 Penalty: 4051.147461
	Iteration 20F: 3 clusters Score -280445.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -280456.406250 Penalty: 4051.147461
	Iteration 21Q: 3 clusters Score -280456.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -280469.468750 Penalty: 4051.147461
	Iteration 22Q: 3 clusters Score -280469.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -280492.125000 Penalty: 4051.147461
	Iteration 23Q: 3 clusters Score -280492.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -280510.031250 Penalty: 4051.147461
	Iteration 24Q: 3 clusters Score -280510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -280524.812500 Penalty: 4051.147461
	Iteration 25Q: 3 clusters Score -280524.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -280542.031250 Penalty: 4051.147461
	Iteration 26Q: 3 clusters Score -280542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -280562.250000 Penalty: 4051.147461
	Iteration 27Q: 3 clusters Score -280562.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -280578.937500 Penalty: 4051.147461
	Iteration 28Q: 3 clusters Score -280578.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -280594.375000 Penalty: 4051.147461
	Iteration 29Q: 3 clusters Score -280594.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -280605.718750 Penalty: 4051.147461
	Iteration 30Q: 3 clusters Score -280605.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -280622.093750 Penalty: 4051.147461
	Iteration 31Q: 3 clusters Score -280622.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -280640.718750 Penalty: 4051.147461
	Iteration 32Q: 3 clusters Score -280640.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -280661.000000 Penalty: 4051.147461
	Iteration 33Q: 3 clusters Score -280661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -280680.781250 Penalty: 4051.147461
	Iteration 34Q: 3 clusters Score -280680.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -280695.437500 Penalty: 4051.147461
	Iteration 35Q: 3 clusters Score -280695.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -280712.156250 Penalty: 4051.147461
	Iteration 36Q: 3 clusters Score -280712.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -280724.687500 Penalty: 4051.147461
	Iteration 37Q: 3 clusters Score -280724.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -280732.937500 Penalty: 4051.147461
	Iteration 38Q: 3 clusters Score -280732.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -280739.531250 Penalty: 4051.147461
	Iteration 39Q: 3 clusters Score -280739.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -280747.812500 Penalty: 4051.147461
	Iteration 40F: 3 clusters Score -280747.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -280752.062500 Penalty: 4051.147461
	Iteration 41Q: 3 clusters Score -280752.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -280755.750000 Penalty: 4051.147461
	Iteration 42Q: 3 clusters Score -280755.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -280757.718750 Penalty: 4051.147461
	Iteration 43Q: 3 clusters Score -280757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -280760.281250 Penalty: 4051.147461
	Iteration 44Q: 3 clusters Score -280760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -280760.875000 Penalty: 4051.147461
	Iteration 45Q: 3 clusters Score -280760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -280761.437500 Penalty: 4051.147461
	Iteration 46Q: 3 clusters Score -280761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -280761.781250 Penalty: 4051.147461
	Iteration 47Q: 3 clusters Score -280761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -280762.031250 Penalty: 4051.147461
	Iteration 48Q: 3 clusters Score -280762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -280762.031250 Penalty: 4051.147461
	Iteration 49F: 3 clusters Score -280762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (108692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Entering Unmasked Estep 
Score: -9269201.000000 Penalty: 2875.875732
	Iteration 0F: 2 clusters Score -9269201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -9196585.000000 Penalty: 5751.751465
	Iteration 0F: 3 clusters Score -9196585 nChanged 51435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -9226084.000000 Penalty: 5751.751465
	Iteration 1F: 3 clusters Score -9226084 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -9226899.000000 Penalty: 5751.751465
	Iteration 2Q: 3 clusters Score -9226899 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -9227723.000000 Penalty: 5751.751465
	Iteration 3Q: 3 clusters Score -9227723 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -9228683.000000 Penalty: 5751.751465
	Iteration 4Q: 3 clusters Score -9228683 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -9229634.000000 Penalty: 5751.751465
	Iteration 5Q: 3 clusters Score -9229634 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -9230576.000000 Penalty: 5751.751465
	Iteration 6Q: 3 clusters Score -9230576 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -9231658.000000 Penalty: 5751.751465
	Iteration 7Q: 3 clusters Score -9231658 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -9232642.000000 Penalty: 5751.751465
	Iteration 8Q: 3 clusters Score -9232642 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -9233664.000000 Penalty: 5751.751465
	Iteration 9Q: 3 clusters Score -9233664 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -9234803.000000 Penalty: 5751.751465
	Iteration 10Q: 3 clusters Score -9234803 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -9236113.000000 Penalty: 5751.751465
	Iteration 11Q: 3 clusters Score -9236113 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -9237870.000000 Penalty: 5751.751465
	Iteration 12Q: 3 clusters Score -9237870 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -9240056.000000 Penalty: 5751.751465
	Iteration 13Q: 3 clusters Score -9240056 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -9242687.000000 Penalty: 5751.751465
	Iteration 14Q: 3 clusters Score -9242687 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -9246098.000000 Penalty: 5751.751465
	Iteration 15F: 3 clusters Score -9246098 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -9249916.000000 Penalty: 5751.751465
	Iteration 16F: 3 clusters Score -9249916 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -9254136.000000 Penalty: 5751.751465
	Iteration 17F: 3 clusters Score -9254136 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -9258143.000000 Penalty: 5751.751465
	Iteration 18Q: 3 clusters Score -9258143 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -9261425.000000 Penalty: 5751.751465
	Iteration 19Q: 3 clusters Score -9261425 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -9263627.000000 Penalty: 5751.751465
	Iteration 20F: 3 clusters Score -9263627 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -9264983.000000 Penalty: 5751.751465
	Iteration 21Q: 3 clusters Score -9264983 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9265762.000000 Penalty: 5751.751465
	Iteration 22Q: 3 clusters Score -9265762 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -9266081.000000 Penalty: 5751.751465
	Iteration 23Q: 3 clusters Score -9266081 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107668 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9266321.000000 Penalty: 5751.751465
	Iteration 24Q: 3 clusters Score -9266321 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9266459.000000 Penalty: 5751.751465
	Iteration 25Q: 3 clusters Score -9266459 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9266549.000000 Penalty: 5751.751465
	Iteration 26Q: 3 clusters Score -9266549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9266629.000000 Penalty: 5751.751465
	Iteration 27Q: 3 clusters Score -9266629 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108062 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9266665.000000 Penalty: 5751.751465
	Iteration 28Q: 3 clusters Score -9266665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108090 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9266688.000000 Penalty: 5751.751465
	Iteration 29Q: 3 clusters Score -9266688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108109 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9266702.000000 Penalty: 5751.751465
	Iteration 30Q: 3 clusters Score -9266702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9266713.000000 Penalty: 5751.751465
	Iteration 31Q: 3 clusters Score -9266713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9266723.000000 Penalty: 5751.751465
	Iteration 32Q: 3 clusters Score -9266723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9266724.000000 Penalty: 5751.751465
	Iteration 33Q: 3 clusters Score -9266724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9266734.000000 Penalty: 5751.751465
	Iteration 34Q: 3 clusters Score -9266734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108145 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9266731.000000 Penalty: 5751.751465
	Iteration 35Q: 3 clusters Score -9266731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9266731.000000 Penalty: 5751.751465
	Iteration 36Q: 3 clusters Score -9266731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9266744.000000 Penalty: 5751.751465
	Iteration 37Q: 3 clusters Score -9266744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9266750.000000 Penalty: 5751.751465
	Iteration 38Q: 3 clusters Score -9266750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9266752.000000 Penalty: 5751.751465
	Iteration 39Q: 3 clusters Score -9266752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9266740.000000 Penalty: 5751.751465
	Iteration 40F: 3 clusters Score -9266740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1272299.750000 Penalty: 2376.312012
	Iteration 0F: 2 clusters Score -1272300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1261680.375000 Penalty: 4752.624023
	Iteration 0F: 3 clusters Score -1261680 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1265083.375000 Penalty: 4752.624023
	Iteration 1F: 3 clusters Score -1265083 nChanged 863
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: -1265458.875000 Penalty: 4752.624023
	Iteration 2F: 3 clusters Score -1265459 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1265731.125000 Penalty: 4752.624023
	Iteration 3Q: 3 clusters Score -1265731 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1265964.000000 Penalty: 4752.624023
	Iteration 4Q: 3 clusters Score -1265964 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1266153.500000 Penalty: 4752.624023
	Iteration 5Q: 3 clusters Score -1266154 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1266326.500000 Penalty: 4752.624023
	Iteration 6Q: 3 clusters Score -1266326 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1266484.500000 Penalty: 4752.624023
	Iteration 7Q: 3 clusters Score -1266484 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1266638.125000 Penalty: 4752.624023
	Iteration 8Q: 3 clusters Score -1266638 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1266791.000000 Penalty: 4752.624023
	Iteration 9Q: 3 clusters Score -1266791 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1266936.250000 Penalty: 4752.624023
	Iteration 10Q: 3 clusters Score -1266936 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1267091.000000 Penalty: 4752.624023
	Iteration 11Q: 3 clusters Score -1267091 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1267262.625000 Penalty: 4752.624023
	Iteration 12Q: 3 clusters Score -1267263 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1267451.750000 Penalty: 4752.624023
	Iteration 13Q: 3 clusters Score -1267452 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1267665.125000 Penalty: 4752.624023
	Iteration 14Q: 3 clusters Score -1267665 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1267897.000000 Penalty: 4752.624023
	Iteration 15Q: 3 clusters Score -1267897 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1268194.250000 Penalty: 4752.624023
	Iteration 16Q: 3 clusters Score -1268194 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1268520.250000 Penalty: 4752.624023
	Iteration 17Q: 3 clusters Score -1268520 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1268832.125000 Penalty: 4752.624023
	Iteration 18Q: 3 clusters Score -1268832 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1269083.250000 Penalty: 4752.624023
	Iteration 19Q: 3 clusters Score -1269083 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1269283.875000 Penalty: 4752.624023
	Iteration 20F: 3 clusters Score -1269284 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1269408.625000 Penalty: 4752.624023
	Iteration 21Q: 3 clusters Score -1269409 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1269499.625000 Penalty: 4752.624023
	Iteration 22Q: 3 clusters Score -1269500 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1269560.375000 Penalty: 4752.624023
	Iteration 23Q: 3 clusters Score -1269560 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1269613.625000 Penalty: 4752.624023
	Iteration 24Q: 3 clusters Score -1269614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1269653.250000 Penalty: 4752.624023
	Iteration 25Q: 3 clusters Score -1269653 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1269694.750000 Penalty: 4752.624023
	Iteration 26Q: 3 clusters Score -1269695 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1269727.250000 Penalty: 4752.624023
	Iteration 27Q: 3 clusters Score -1269727 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1269759.125000 Penalty: 4752.624023
	Iteration 28Q: 3 clusters Score -1269759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1269785.875000 Penalty: 4752.624023
	Iteration 29Q: 3 clusters Score -1269786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1269812.875000 Penalty: 4752.624023
	Iteration 30Q: 3 clusters Score -1269813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1269840.000000 Penalty: 4752.624023
	Iteration 31Q: 3 clusters Score -1269840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1269869.750000 Penalty: 4752.624023
	Iteration 32Q: 3 clusters Score -1269870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1269896.875000 Penalty: 4752.624023
	Iteration 33Q: 3 clusters Score -1269897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1269929.000000 Penalty: 4752.624023
	Iteration 34Q: 3 clusters Score -1269929 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1269952.125000 Penalty: 4752.624023
	Iteration 35Q: 3 clusters Score -1269952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1269977.125000 Penalty: 4752.624023
	Iteration 36Q: 3 clusters Score -1269977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1269994.000000 Penalty: 4752.624023
	Iteration 37Q: 3 clusters Score -1269994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1270015.375000 Penalty: 4752.624023
	Iteration 38Q: 3 clusters Score -1270015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1270040.625000 Penalty: 4752.624023
	Iteration 39Q: 3 clusters Score -1270041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1270058.125000 Penalty: 4752.624023
	Iteration 40F: 3 clusters Score -1270058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1270084.500000 Penalty: 4752.624023
	Iteration 41Q: 3 clusters Score -1270084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1270099.750000 Penalty: 4752.624023
	Iteration 42Q: 3 clusters Score -1270100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1270112.500000 Penalty: 4752.624023
	Iteration 43Q: 3 clusters Score -1270112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1270128.625000 Penalty: 4752.624023
	Iteration 44Q: 3 clusters Score -1270129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1270145.500000 Penalty: 4752.624023
	Iteration 45Q: 3 clusters Score -1270146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1270155.250000 Penalty: 4752.624023
	Iteration 46Q: 3 clusters Score -1270155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1270168.125000 Penalty: 4752.624023
	Iteration 47Q: 3 clusters Score -1270168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1270178.500000 Penalty: 4752.624023
	Iteration 48Q: 3 clusters Score -1270178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1270187.875000 Penalty: 4752.624023
	Iteration 49Q: 3 clusters Score -1270188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1270198.000000 Penalty: 4752.624023
	Iteration 50Q: 3 clusters Score -1270198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1270203.875000 Penalty: 4752.624023
	Iteration 51Q: 3 clusters Score -1270204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1270207.750000 Penalty: 4752.624023
	Iteration 52Q: 3 clusters Score -1270208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1270210.500000 Penalty: 4752.624023
	Iteration 53Q: 3 clusters Score -1270210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1270217.000000 Penalty: 4752.624023
	Iteration 54Q: 3 clusters Score -1270217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1270220.375000 Penalty: 4752.624023
	Iteration 55Q: 3 clusters Score -1270220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1270222.125000 Penalty: 4752.624023
	Iteration 56Q: 3 clusters Score -1270222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1270223.500000 Penalty: 4752.624023
	Iteration 57Q: 3 clusters Score -1270224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1270223.375000 Penalty: 4752.624023
	Iteration 58Q: 3 clusters Score -1270223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1270223.375000 Penalty: 4752.624023
	Iteration 59F: 3 clusters Score -1270223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Entering Unmasked Estep 
Score: -3018780.500000 Penalty: 2593.841309
	Iteration 0F: 2 clusters Score -3018780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2995035.000000 Penalty: 5187.682617
	Iteration 0F: 3 clusters Score -2995035 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3003988.500000 Penalty: 5187.682617
	Iteration 1F: 3 clusters Score -3003988 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3004592.750000 Penalty: 5187.682617
	Iteration 2Q: 3 clusters Score -3004593 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3005191.250000 Penalty: 5187.682617
	Iteration 3Q: 3 clusters Score -3005191 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3005869.000000 Penalty: 5187.682617
	Iteration 4Q: 3 clusters Score -3005869 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3006685.500000 Penalty: 5187.682617
	Iteration 5Q: 3 clusters Score -3006686 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3007697.000000 Penalty: 5187.682617
	Iteration 6F: 3 clusters Score -3007697 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3008997.750000 Penalty: 5187.682617
	Iteration 7F: 3 clusters Score -3008998 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3010609.500000 Penalty: 5187.682617
	Iteration 8F: 3 clusters Score -3010610 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3012285.000000 Penalty: 5187.682617
	Iteration 9F: 3 clusters Score -3012285 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3013541.500000 Penalty: 5187.682617
	Iteration 10Q: 3 clusters Score -3013542 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3014457.250000 Penalty: 5187.682617
	Iteration 11Q: 3 clusters Score -3014457 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -3015071.500000 Penalty: 5187.682617
	Iteration 12Q: 3 clusters Score -3015072 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3015477.250000 Penalty: 5187.682617
	Iteration 13Q: 3 clusters Score -3015477 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3015765.500000 Penalty: 5187.682617
	Iteration 14Q: 3 clusters Score -3015766 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3015953.250000 Penalty: 5187.682617
	Iteration 15Q: 3 clusters Score -3015953 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3016106.250000 Penalty: 5187.682617
	Iteration 16Q: 3 clusters Score -3016106 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3016210.750000 Penalty: 5187.682617
	Iteration 17Q: 3 clusters Score -3016211 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3016313.750000 Penalty: 5187.682617
	Iteration 18Q: 3 clusters Score -3016314 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3016383.250000 Penalty: 5187.682617
	Iteration 19Q: 3 clusters Score -3016383 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3016422.250000 Penalty: 5187.682617
	Iteration 20F: 3 clusters Score -3016422 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3016466.250000 Penalty: 5187.682617
	Iteration 21Q: 3 clusters Score -3016466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3016489.750000 Penalty: 5187.682617
	Iteration 22Q: 3 clusters Score -3016490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3016517.250000 Penalty: 5187.682617
	Iteration 23Q: 3 clusters Score -3016517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3016541.500000 Penalty: 5187.682617
	Iteration 24Q: 3 clusters Score -3016542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3016549.000000 Penalty: 5187.682617
	Iteration 25Q: 3 clusters Score -3016549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3016562.000000 Penalty: 5187.682617
	Iteration 26Q: 3 clusters Score -3016562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3016569.250000 Penalty: 5187.682617
	Iteration 27Q: 3 clusters Score -3016569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3016579.250000 Penalty: 5187.682617
	Iteration 28Q: 3 clusters Score -3016579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3016582.000000 Penalty: 5187.682617
	Iteration 29Q: 3 clusters Score -3016582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3016598.500000 Penalty: 5187.682617
	Iteration 30Q: 3 clusters Score -3016598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3016593.250000 Penalty: 5187.682617
	Iteration 31Q: 3 clusters Score -3016593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3016600.750000 Penalty: 5187.682617
	Iteration 32Q: 3 clusters Score -3016601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3016617.750000 Penalty: 5187.682617
	Iteration 33Q: 3 clusters Score -3016618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3016610.250000 Penalty: 5187.682617
	Iteration 34Q: 3 clusters Score -3016610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3016616.000000 Penalty: 5187.682617
	Iteration 35Q: 3 clusters Score -3016616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3016616.250000 Penalty: 5187.682617
	Iteration 36Q: 3 clusters Score -3016616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3016612.000000 Penalty: 5187.682617
	Iteration 37Q: 3 clusters Score -3016612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3016612.000000 Penalty: 5187.682617
	Iteration 38Q: 3 clusters Score -3016612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3016616.500000 Penalty: 5187.682617
	Iteration 39Q: 3 clusters Score -3016616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3016618.000000 Penalty: 5187.682617
	Iteration 40F: 3 clusters Score -3016618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3016616.500000 Penalty: 5187.682617
	Iteration 41Q: 3 clusters Score -3016616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3016614.000000 Penalty: 5187.682617
	Iteration 42Q: 3 clusters Score -3016614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3016621.250000 Penalty: 5187.682617
	Iteration 43Q: 3 clusters Score -3016621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3016622.250000 Penalty: 5187.682617
	Iteration 44Q: 3 clusters Score -3016622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3016616.500000 Penalty: 5187.682617
	Iteration 45Q: 3 clusters Score -3016616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3016618.750000 Penalty: 5187.682617
	Iteration 46Q: 3 clusters Score -3016619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3016616.000000 Penalty: 5187.682617
	Iteration 47Q: 3 clusters Score -3016616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3016622.500000 Penalty: 5187.682617
	Iteration 48Q: 3 clusters Score -3016622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3016625.500000 Penalty: 5187.682617
	Iteration 49Q: 3 clusters Score -3016626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3016622.750000 Penalty: 5187.682617
	Iteration 50Q: 3 clusters Score -3016623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3016622.250000 Penalty: 5187.682617
	Iteration 51Q: 3 clusters Score -3016622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3016623.250000 Penalty: 5187.682617
	Iteration 52Q: 3 clusters Score -3016623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3016622.000000 Penalty: 5187.682617
	Iteration 53Q: 3 clusters Score -3016622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3016618.250000 Penalty: 5187.682617
	Iteration 54Q: 3 clusters Score -3016618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3016619.750000 Penalty: 5187.682617
	Iteration 55Q: 3 clusters Score -3016620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3016623.250000 Penalty: 5187.682617
	Iteration 56Q: 3 clusters Score -3016623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3016623.250000 Penalty: 5187.682617
	Iteration 57F: 3 clusters Score -3016623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Entering Unmasked Estep 
Score: -1114828.625000 Penalty: 2360.438965
	Iteration 0F: 2 clusters Score -1114829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1104772.750000 Penalty: 4720.877930
	Iteration 0F: 3 clusters Score -1104773 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1107917.000000 Penalty: 4720.877930
	Iteration 1F: 3 clusters Score -1107917 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1108369.125000 Penalty: 4720.877930
	Iteration 2F: 3 clusters Score -1108369 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1108760.500000 Penalty: 4720.877930
	Iteration 3F: 3 clusters Score -1108760 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1109139.625000 Penalty: 4720.877930
	Iteration 4F: 3 clusters Score -1109140 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1109523.750000 Penalty: 4720.877930
	Iteration 5Q: 3 clusters Score -1109524 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1109890.250000 Penalty: 4720.877930
	Iteration 6Q: 3 clusters Score -1109890 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1110238.875000 Penalty: 4720.877930
	Iteration 7Q: 3 clusters Score -1110239 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1110630.250000 Penalty: 4720.877930
	Iteration 8Q: 3 clusters Score -1110630 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1111048.250000 Penalty: 4720.877930
	Iteration 9Q: 3 clusters Score -1111048 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1111481.125000 Penalty: 4720.877930
	Iteration 10Q: 3 clusters Score -1111481 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1111847.000000 Penalty: 4720.877930
	Iteration 11Q: 3 clusters Score -1111847 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1112119.000000 Penalty: 4720.877930
	Iteration 12Q: 3 clusters Score -1112119 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1112357.750000 Penalty: 4720.877930
	Iteration 13Q: 3 clusters Score -1112358 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1112569.375000 Penalty: 4720.877930
	Iteration 14Q: 3 clusters Score -1112569 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1112732.500000 Penalty: 4720.877930
	Iteration 15Q: 3 clusters Score -1112732 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1112880.750000 Penalty: 4720.877930
	Iteration 16Q: 3 clusters Score -1112881 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1112997.875000 Penalty: 4720.877930
	Iteration 17Q: 3 clusters Score -1112998 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1113085.125000 Penalty: 4720.877930
	Iteration 18Q: 3 clusters Score -1113085 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1113147.750000 Penalty: 4720.877930
	Iteration 19Q: 3 clusters Score -1113148 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1113204.000000 Penalty: 4720.877930
	Iteration 20F: 3 clusters Score -1113204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1113239.750000 Penalty: 4720.877930
	Iteration 21Q: 3 clusters Score -1113240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1113269.000000 Penalty: 4720.877930
	Iteration 22Q: 3 clusters Score -1113269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1113296.375000 Penalty: 4720.877930
	Iteration 23Q: 3 clusters Score -1113296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1113324.375000 Penalty: 4720.877930
	Iteration 24Q: 3 clusters Score -1113324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1113336.375000 Penalty: 4720.877930
	Iteration 25Q: 3 clusters Score -1113336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1113346.500000 Penalty: 4720.877930
	Iteration 26Q: 3 clusters Score -1113346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1113353.750000 Penalty: 4720.877930
	Iteration 27Q: 3 clusters Score -1113354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1113355.750000 Penalty: 4720.877930
	Iteration 28Q: 3 clusters Score -1113356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1113358.625000 Penalty: 4720.877930
	Iteration 29Q: 3 clusters Score -1113359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1113359.125000 Penalty: 4720.877930
	Iteration 30Q: 3 clusters Score -1113359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1113359.875000 Penalty: 4720.877930
	Iteration 31Q: 3 clusters Score -1113360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1113361.625000 Penalty: 4720.877930
	Iteration 32Q: 3 clusters Score -1113362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1113361.875000 Penalty: 4720.877930
	Iteration 33Q: 3 clusters Score -1113362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1113360.250000 Penalty: 4720.877930
	Iteration 34Q: 3 clusters Score -1113360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1113360.250000 Penalty: 4720.877930
	Iteration 35F: 3 clusters Score -1113360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -775340.937500 Penalty: 2254.566406
	Iteration 0F: 2 clusters Score -775340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -768416.500000 Penalty: 4509.132812
	Iteration 0F: 3 clusters Score -768416.5 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -770415.750000 Penalty: 4509.132812
	Iteration 1F: 3 clusters Score -770415.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -770804.062500 Penalty: 4509.132812
	Iteration 2F: 3 clusters Score -770804.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -771189.125000 Penalty: 4509.132812
	Iteration 3F: 3 clusters Score -771189.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -771543.500000 Penalty: 4509.132812
	Iteration 4F: 3 clusters Score -771543.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -771898.812500 Penalty: 4509.132812
	Iteration 5F: 3 clusters Score -771898.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -772243.125000 Penalty: 4509.132812
	Iteration 6F: 3 clusters Score -772243.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -772529.500000 Penalty: 4509.132812
	Iteration 7Q: 3 clusters Score -772529.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -772756.500000 Penalty: 4509.132812
	Iteration 8Q: 3 clusters Score -772756.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -772913.687500 Penalty: 4509.132812
	Iteration 9Q: 3 clusters Score -772913.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -773015.062500 Penalty: 4509.132812
	Iteration 10Q: 3 clusters Score -773015.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -773087.687500 Penalty: 4509.132812
	Iteration 11Q: 3 clusters Score -773087.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -773150.625000 Penalty: 4509.132812
	Iteration 12Q: 3 clusters Score -773150.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -773199.500000 Penalty: 4509.132812
	Iteration 13Q: 3 clusters Score -773199.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -773243.812500 Penalty: 4509.132812
	Iteration 14Q: 3 clusters Score -773243.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -773273.562500 Penalty: 4509.132812
	Iteration 15Q: 3 clusters Score -773273.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -773306.125000 Penalty: 4509.132812
	Iteration 16Q: 3 clusters Score -773306.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -773331.437500 Penalty: 4509.132812
	Iteration 17Q: 3 clusters Score -773331.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -773352.125000 Penalty: 4509.132812
	Iteration 18Q: 3 clusters Score -773352.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -773379.687500 Penalty: 4509.132812
	Iteration 19Q: 3 clusters Score -773379.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -773407.562500 Penalty: 4509.132812
	Iteration 20F: 3 clusters Score -773407.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -773432.125000 Penalty: 4509.132812
	Iteration 21Q: 3 clusters Score -773432.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -773451.125000 Penalty: 4509.132812
	Iteration 22Q: 3 clusters Score -773451.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -773471.375000 Penalty: 4509.132812
	Iteration 23Q: 3 clusters Score -773471.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -773491.250000 Penalty: 4509.132812
	Iteration 24Q: 3 clusters Score -773491.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -773515.312500 Penalty: 4509.132812
	Iteration 25Q: 3 clusters Score -773515.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -773538.000000 Penalty: 4509.132812
	Iteration 26Q: 3 clusters Score -773538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -773557.875000 Penalty: 4509.132812
	Iteration 27Q: 3 clusters Score -773557.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -773577.000000 Penalty: 4509.132812
	Iteration 28Q: 3 clusters Score -773577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -773595.437500 Penalty: 4509.132812
	Iteration 29Q: 3 clusters Score -773595.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -773617.687500 Penalty: 4509.132812
	Iteration 30Q: 3 clusters Score -773617.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -773633.312500 Penalty: 4509.132812
	Iteration 31Q: 3 clusters Score -773633.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -773644.437500 Penalty: 4509.132812
	Iteration 32Q: 3 clusters Score -773644.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -773650.937500 Penalty: 4509.132812
	Iteration 33Q: 3 clusters Score -773650.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -773661.375000 Penalty: 4509.132812
	Iteration 34Q: 3 clusters Score -773661.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -773667.937500 Penalty: 4509.132812
	Iteration 35Q: 3 clusters Score -773667.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -773673.187500 Penalty: 4509.132812
	Iteration 36Q: 3 clusters Score -773673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -773676.312500 Penalty: 4509.132812
	Iteration 37Q: 3 clusters Score -773676.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -773679.937500 Penalty: 4509.132812
	Iteration 38Q: 3 clusters Score -773679.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -773685.187500 Penalty: 4509.132812
	Iteration 39Q: 3 clusters Score -773685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -773688.625000 Penalty: 4509.132812
	Iteration 40F: 3 clusters Score -773688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -773687.437500 Penalty: 4509.132812
	Iteration 41Q: 3 clusters Score -773687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -773689.125000 Penalty: 4509.132812
	Iteration 42Q: 3 clusters Score -773689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -773689.937500 Penalty: 4509.132812
	Iteration 43Q: 3 clusters Score -773689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -773690.750000 Penalty: 4509.132812
	Iteration 44Q: 3 clusters Score -773690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -773691.750000 Penalty: 4509.132812
	Iteration 45Q: 3 clusters Score -773691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -773691.687500 Penalty: 4509.132812
	Iteration 46Q: 3 clusters Score -773691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -773692.000000 Penalty: 4509.132812
	Iteration 47Q: 3 clusters Score -773692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -773693.937500 Penalty: 4509.132812
	Iteration 48Q: 3 clusters Score -773693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -773696.312500 Penalty: 4509.132812
	Iteration 49Q: 3 clusters Score -773696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -773696.687500 Penalty: 4509.132812
	Iteration 50Q: 3 clusters Score -773696.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -773701.500000 Penalty: 4509.132812
	Iteration 51Q: 3 clusters Score -773701.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -773701.625000 Penalty: 4509.132812
	Iteration 52Q: 3 clusters Score -773701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -773702.250000 Penalty: 4509.132812
	Iteration 53Q: 3 clusters Score -773702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -773706.312500 Penalty: 4509.132812
	Iteration 54Q: 3 clusters Score -773706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -773710.937500 Penalty: 4509.132812
	Iteration 55Q: 3 clusters Score -773710.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -773714.687500 Penalty: 4509.132812
	Iteration 56Q: 3 clusters Score -773714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -773716.812500 Penalty: 4509.132812
	Iteration 57Q: 3 clusters Score -773716.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -773717.375000 Penalty: 4509.132812
	Iteration 58Q: 3 clusters Score -773717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -773719.312500 Penalty: 4509.132812
	Iteration 59Q: 3 clusters Score -773719.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -773720.250000 Penalty: 4509.132812
	Iteration 60F: 3 clusters Score -773720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -773722.125000 Penalty: 4509.132812
	Iteration 61Q: 3 clusters Score -773722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -773726.000000 Penalty: 4509.132812
	Iteration 62Q: 3 clusters Score -773726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -773728.250000 Penalty: 4509.132812
	Iteration 63Q: 3 clusters Score -773728.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -773727.562500 Penalty: 4509.132812
	Iteration 64Q: 3 clusters Score -773727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -773730.500000 Penalty: 4509.132812
	Iteration 65Q: 3 clusters Score -773730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -773733.500000 Penalty: 4509.132812
	Iteration 66Q: 3 clusters Score -773733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -773734.625000 Penalty: 4509.132812
	Iteration 67Q: 3 clusters Score -773734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -773737.125000 Penalty: 4509.132812
	Iteration 68Q: 3 clusters Score -773737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -773737.437500 Penalty: 4509.132812
	Iteration 69Q: 3 clusters Score -773737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -773736.687500 Penalty: 4509.132812
	Iteration 70Q: 3 clusters Score -773736.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -773736.687500 Penalty: 4509.132812
	Iteration 71F: 3 clusters Score -773736.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -295778.468750 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -295778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -292228.156250 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -292228.2 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -292976.000000 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -292976 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -293165.843750 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -293165.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -293287.375000 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -293287.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -293395.125000 Penalty: 4032.655518
	Iteration 4Q: 3 clusters Score -293395.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -293482.312500 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -293482.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -293541.750000 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -293541.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293597.781250 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -293597.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -293640.875000 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -293640.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -293679.812500 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -293679.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -293708.187500 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -293708.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -293731.906250 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -293731.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -293747.593750 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -293747.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -293763.281250 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -293763.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -293776.125000 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -293776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -293786.593750 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -293786.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -293794.281250 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -293794.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -293803.093750 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -293803.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -293811.687500 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -293811.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -293816.562500 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -293816.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -293821.125000 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -293821.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -293828.218750 Penalty: 4032.655518
	Iteration 21Q: 3 clusters Score -293828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -293831.906250 Penalty: 4032.655518
	Iteration 22Q: 3 clusters Score -293831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -293836.250000 Penalty: 4032.655518
	Iteration 23Q: 3 clusters Score -293836.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -293841.906250 Penalty: 4032.655518
	Iteration 24Q: 3 clusters Score -293841.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -293846.031250 Penalty: 4032.655518
	Iteration 25Q: 3 clusters Score -293846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -293854.937500 Penalty: 4032.655518
	Iteration 26Q: 3 clusters Score -293854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -293858.156250 Penalty: 4032.655518
	Iteration 27Q: 3 clusters Score -293858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -293860.906250 Penalty: 4032.655518
	Iteration 28Q: 3 clusters Score -293860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -293861.718750 Penalty: 4032.655518
	Iteration 29Q: 3 clusters Score -293861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -293864.843750 Penalty: 4032.655518
	Iteration 30Q: 3 clusters Score -293864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -293867.718750 Penalty: 4032.655518
	Iteration 31Q: 3 clusters Score -293867.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -293871.843750 Penalty: 4032.655518
	Iteration 32Q: 3 clusters Score -293871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -293877.562500 Penalty: 4032.655518
	Iteration 33Q: 3 clusters Score -293877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -293879.937500 Penalty: 4032.655518
	Iteration 34Q: 3 clusters Score -293879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -293882.843750 Penalty: 4032.655518
	Iteration 35Q: 3 clusters Score -293882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -293886.156250 Penalty: 4032.655518
	Iteration 36Q: 3 clusters Score -293886.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -293889.843750 Penalty: 4032.655518
	Iteration 37Q: 3 clusters Score -293889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -293895.343750 Penalty: 4032.655518
	Iteration 38Q: 3 clusters Score -293895.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -293901.156250 Penalty: 4032.655518
	Iteration 39Q: 3 clusters Score -293901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -293906.093750 Penalty: 4032.655518
	Iteration 40F: 3 clusters Score -293906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -293913.031250 Penalty: 4032.655518
	Iteration 41Q: 3 clusters Score -293913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -293919.125000 Penalty: 4032.655518
	Iteration 42Q: 3 clusters Score -293919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -293922.062500 Penalty: 4032.655518
	Iteration 43Q: 3 clusters Score -293922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -293926.187500 Penalty: 4032.655518
	Iteration 44Q: 3 clusters Score -293926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -293927.500000 Penalty: 4032.655518
	Iteration 45Q: 3 clusters Score -293927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -293928.687500 Penalty: 4032.655518
	Iteration 46Q: 3 clusters Score -293928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -293930.812500 Penalty: 4032.655518
	Iteration 47Q: 3 clusters Score -293930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -293931.968750 Penalty: 4032.655518
	Iteration 48Q: 3 clusters Score -293932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -293932.781250 Penalty: 4032.655518
	Iteration 49Q: 3 clusters Score -293932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -293933.281250 Penalty: 4032.655518
	Iteration 50Q: 3 clusters Score -293933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -293934.906250 Penalty: 4032.655518
	Iteration 51Q: 3 clusters Score -293934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -293935.531250 Penalty: 4032.655518
	Iteration 52Q: 3 clusters Score -293935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -293937.093750 Penalty: 4032.655518
	Iteration 53Q: 3 clusters Score -293937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -293937.281250 Penalty: 4032.655518
	Iteration 54Q: 3 clusters Score -293937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -293937.281250 Penalty: 4032.655518
	Iteration 55F: 3 clusters Score -293937.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Entering Unmasked Estep 
Score: -888492.812500 Penalty: 2291.205811
	Iteration 0F: 2 clusters Score -888492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -880617.250000 Penalty: 4582.411621
	Iteration 0F: 3 clusters Score -880617.2 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -883008.687500 Penalty: 4582.411621
	Iteration 1F: 3 clusters Score -883008.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -883402.250000 Penalty: 4582.411621
	Iteration 2F: 3 clusters Score -883402.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -883710.000000 Penalty: 4582.411621
	Iteration 3F: 3 clusters Score -883710 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -883980.125000 Penalty: 4582.411621
	Iteration 4F: 3 clusters Score -883980.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -884202.000000 Penalty: 4582.411621
	Iteration 5Q: 3 clusters Score -884202 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -884376.875000 Penalty: 4582.411621
	Iteration 6Q: 3 clusters Score -884376.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -884531.937500 Penalty: 4582.411621
	Iteration 7Q: 3 clusters Score -884531.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -884712.375000 Penalty: 4582.411621
	Iteration 8Q: 3 clusters Score -884712.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -884882.500000 Penalty: 4582.411621
	Iteration 9Q: 3 clusters Score -884882.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -885077.000000 Penalty: 4582.411621
	Iteration 10Q: 3 clusters Score -885077 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -885271.875000 Penalty: 4582.411621
	Iteration 11Q: 3 clusters Score -885271.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -885481.000000 Penalty: 4582.411621
	Iteration 12Q: 3 clusters Score -885481 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -885665.562500 Penalty: 4582.411621
	Iteration 13Q: 3 clusters Score -885665.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -885798.375000 Penalty: 4582.411621
	Iteration 14Q: 3 clusters Score -885798.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -885895.937500 Penalty: 4582.411621
	Iteration 15Q: 3 clusters Score -885895.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -885969.125000 Penalty: 4582.411621
	Iteration 16Q: 3 clusters Score -885969.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -886010.375000 Penalty: 4582.411621
	Iteration 17Q: 3 clusters Score -886010.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -886040.250000 Penalty: 4582.411621
	Iteration 18Q: 3 clusters Score -886040.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -886063.562500 Penalty: 4582.411621
	Iteration 19Q: 3 clusters Score -886063.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -886083.812500 Penalty: 4582.411621
	Iteration 20F: 3 clusters Score -886083.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -886104.125000 Penalty: 4582.411621
	Iteration 21Q: 3 clusters Score -886104.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -886125.375000 Penalty: 4582.411621
	Iteration 22Q: 3 clusters Score -886125.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -886146.187500 Penalty: 4582.411621
	Iteration 23Q: 3 clusters Score -886146.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -886161.812500 Penalty: 4582.411621
	Iteration 24Q: 3 clusters Score -886161.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -886175.000000 Penalty: 4582.411621
	Iteration 25Q: 3 clusters Score -886175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -886192.437500 Penalty: 4582.411621
	Iteration 26Q: 3 clusters Score -886192.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -886202.312500 Penalty: 4582.411621
	Iteration 27Q: 3 clusters Score -886202.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -886207.250000 Penalty: 4582.411621
	Iteration 28Q: 3 clusters Score -886207.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -886212.750000 Penalty: 4582.411621
	Iteration 29Q: 3 clusters Score -886212.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -886219.500000 Penalty: 4582.411621
	Iteration 30Q: 3 clusters Score -886219.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -886224.812500 Penalty: 4582.411621
	Iteration 31Q: 3 clusters Score -886224.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -886229.250000 Penalty: 4582.411621
	Iteration 32Q: 3 clusters Score -886229.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -886229.937500 Penalty: 4582.411621
	Iteration 33Q: 3 clusters Score -886229.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -886233.875000 Penalty: 4582.411621
	Iteration 34Q: 3 clusters Score -886233.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -886236.375000 Penalty: 4582.411621
	Iteration 35Q: 3 clusters Score -886236.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -886240.250000 Penalty: 4582.411621
	Iteration 36Q: 3 clusters Score -886240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -886244.875000 Penalty: 4582.411621
	Iteration 37Q: 3 clusters Score -886244.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -886248.750000 Penalty: 4582.411621
	Iteration 38Q: 3 clusters Score -886248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -886251.187500 Penalty: 4582.411621
	Iteration 39Q: 3 clusters Score -886251.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -886255.562500 Penalty: 4582.411621
	Iteration 40F: 3 clusters Score -886255.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -886256.750000 Penalty: 4582.411621
	Iteration 41Q: 3 clusters Score -886256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -886256.437500 Penalty: 4582.411621
	Iteration 42Q: 3 clusters Score -886256.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -886261.375000 Penalty: 4582.411621
	Iteration 43Q: 3 clusters Score -886261.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -886264.562500 Penalty: 4582.411621
	Iteration 44Q: 3 clusters Score -886264.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -886271.625000 Penalty: 4582.411621
	Iteration 45Q: 3 clusters Score -886271.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -886275.437500 Penalty: 4582.411621
	Iteration 46Q: 3 clusters Score -886275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -886276.312500 Penalty: 4582.411621
	Iteration 47Q: 3 clusters Score -886276.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -886279.062500 Penalty: 4582.411621
	Iteration 48Q: 3 clusters Score -886279.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -886285.312500 Penalty: 4582.411621
	Iteration 49Q: 3 clusters Score -886285.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -886291.062500 Penalty: 4582.411621
	Iteration 50Q: 3 clusters Score -886291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -886295.500000 Penalty: 4582.411621
	Iteration 51Q: 3 clusters Score -886295.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -886301.437500 Penalty: 4582.411621
	Iteration 52Q: 3 clusters Score -886301.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -886304.312500 Penalty: 4582.411621
	Iteration 53Q: 3 clusters Score -886304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -886304.437500 Penalty: 4582.411621
	Iteration 54Q: 3 clusters Score -886304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -886304.187500 Penalty: 4582.411621
	Iteration 55Q: 3 clusters Score -886304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -886305.750000 Penalty: 4582.411621
	Iteration 56Q: 3 clusters Score -886305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -886306.812500 Penalty: 4582.411621
	Iteration 57Q: 3 clusters Score -886306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -886306.750000 Penalty: 4582.411621
	Iteration 58Q: 3 clusters Score -886306.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -886309.375000 Penalty: 4582.411621
	Iteration 59Q: 3 clusters Score -886309.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -886313.937500 Penalty: 4582.411621
	Iteration 60F: 3 clusters Score -886313.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -886316.875000 Penalty: 4582.411621
	Iteration 61Q: 3 clusters Score -886316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -886317.625000 Penalty: 4582.411621
	Iteration 62Q: 3 clusters Score -886317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -886317.562500 Penalty: 4582.411621
	Iteration 63Q: 3 clusters Score -886317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -886319.250000 Penalty: 4582.411621
	Iteration 64Q: 3 clusters Score -886319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -886321.500000 Penalty: 4582.411621
	Iteration 65Q: 3 clusters Score -886321.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -886321.812500 Penalty: 4582.411621
	Iteration 66Q: 3 clusters Score -886321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -886323.687500 Penalty: 4582.411621
	Iteration 67Q: 3 clusters Score -886323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -886323.000000 Penalty: 4582.411621
	Iteration 68Q: 3 clusters Score -886323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -886322.875000 Penalty: 4582.411621
	Iteration 69Q: 3 clusters Score -886322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -886323.687500 Penalty: 4582.411621
	Iteration 70Q: 3 clusters Score -886323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -886323.687500 Penalty: 4582.411621
	Iteration 71F: 3 clusters Score -886323.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Entering Unmasked Estep 
Score: -678482.750000 Penalty: 2219.249268
	Iteration 0F: 2 clusters Score -678482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -672280.187500 Penalty: 4438.498535
	Iteration 0F: 3 clusters Score -672280.2 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -673999.312500 Penalty: 4438.498535
	Iteration 1F: 3 clusters Score -673999.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -674279.687500 Penalty: 4438.498535
	Iteration 2F: 3 clusters Score -674279.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -674475.625000 Penalty: 4438.498535
	Iteration 3F: 3 clusters Score -674475.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -674615.875000 Penalty: 4438.498535
	Iteration 4Q: 3 clusters Score -674615.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -674725.187500 Penalty: 4438.498535
	Iteration 5Q: 3 clusters Score -674725.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -674832.500000 Penalty: 4438.498535
	Iteration 6Q: 3 clusters Score -674832.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -674943.250000 Penalty: 4438.498535
	Iteration 7Q: 3 clusters Score -674943.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -675067.250000 Penalty: 4438.498535
	Iteration 8Q: 3 clusters Score -675067.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -675198.375000 Penalty: 4438.498535
	Iteration 9Q: 3 clusters Score -675198.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -675337.375000 Penalty: 4438.498535
	Iteration 10Q: 3 clusters Score -675337.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -675471.687500 Penalty: 4438.498535
	Iteration 11Q: 3 clusters Score -675471.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -675612.250000 Penalty: 4438.498535
	Iteration 12Q: 3 clusters Score -675612.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -675757.812500 Penalty: 4438.498535
	Iteration 13Q: 3 clusters Score -675757.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -675895.437500 Penalty: 4438.498535
	Iteration 14Q: 3 clusters Score -675895.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -676033.312500 Penalty: 4438.498535
	Iteration 15Q: 3 clusters Score -676033.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -676138.937500 Penalty: 4438.498535
	Iteration 16Q: 3 clusters Score -676138.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -676237.125000 Penalty: 4438.498535
	Iteration 17Q: 3 clusters Score -676237.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -676310.312500 Penalty: 4438.498535
	Iteration 18Q: 3 clusters Score -676310.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -676370.187500 Penalty: 4438.498535
	Iteration 19Q: 3 clusters Score -676370.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -676418.125000 Penalty: 4438.498535
	Iteration 20F: 3 clusters Score -676418.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -676458.000000 Penalty: 4438.498535
	Iteration 21Q: 3 clusters Score -676458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -676481.812500 Penalty: 4438.498535
	Iteration 22Q: 3 clusters Score -676481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -676498.312500 Penalty: 4438.498535
	Iteration 23Q: 3 clusters Score -676498.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -676508.937500 Penalty: 4438.498535
	Iteration 24Q: 3 clusters Score -676508.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -676519.062500 Penalty: 4438.498535
	Iteration 25Q: 3 clusters Score -676519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -676524.937500 Penalty: 4438.498535
	Iteration 26Q: 3 clusters Score -676524.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -676529.000000 Penalty: 4438.498535
	Iteration 27Q: 3 clusters Score -676529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -676533.687500 Penalty: 4438.498535
	Iteration 28Q: 3 clusters Score -676533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -676538.000000 Penalty: 4438.498535
	Iteration 29Q: 3 clusters Score -676538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -676545.750000 Penalty: 4438.498535
	Iteration 30Q: 3 clusters Score -676545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -676549.750000 Penalty: 4438.498535
	Iteration 31Q: 3 clusters Score -676549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -676551.312500 Penalty: 4438.498535
	Iteration 32Q: 3 clusters Score -676551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -676552.875000 Penalty: 4438.498535
	Iteration 33Q: 3 clusters Score -676552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -676553.875000 Penalty: 4438.498535
	Iteration 34Q: 3 clusters Score -676553.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -676557.750000 Penalty: 4438.498535
	Iteration 35Q: 3 clusters Score -676557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -676558.687500 Penalty: 4438.498535
	Iteration 36Q: 3 clusters Score -676558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -676560.437500 Penalty: 4438.498535
	Iteration 37Q: 3 clusters Score -676560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -676563.625000 Penalty: 4438.498535
	Iteration 38Q: 3 clusters Score -676563.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -676565.375000 Penalty: 4438.498535
	Iteration 39Q: 3 clusters Score -676565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -676569.937500 Penalty: 4438.498535
	Iteration 40F: 3 clusters Score -676569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -676570.500000 Penalty: 4438.498535
	Iteration 41Q: 3 clusters Score -676570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -676571.437500 Penalty: 4438.498535
	Iteration 42Q: 3 clusters Score -676571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -676574.187500 Penalty: 4438.498535
	Iteration 43Q: 3 clusters Score -676574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -676573.687500 Penalty: 4438.498535
	Iteration 44Q: 3 clusters Score -676573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -676573.687500 Penalty: 4438.498535
	Iteration 45F: 3 clusters Score -676573.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -386568.718750 Penalty: 2091.315430
	Iteration 0F: 2 clusters Score -386568.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -382291.531250 Penalty: 4182.630859
	Iteration 0F: 3 clusters Score -382291.5 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -383308.468750 Penalty: 4182.630859
	Iteration 1F: 3 clusters Score -383308.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -383562.125000 Penalty: 4182.630859
	Iteration 2F: 3 clusters Score -383562.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -383712.000000 Penalty: 4182.630859
	Iteration 3F: 3 clusters Score -383712 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -383831.187500 Penalty: 4182.630859
	Iteration 4Q: 3 clusters Score -383831.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -383920.375000 Penalty: 4182.630859
	Iteration 5Q: 3 clusters Score -383920.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -383984.093750 Penalty: 4182.630859
	Iteration 6Q: 3 clusters Score -383984.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -384038.968750 Penalty: 4182.630859
	Iteration 7Q: 3 clusters Score -384039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -384088.937500 Penalty: 4182.630859
	Iteration 8Q: 3 clusters Score -384088.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -384138.593750 Penalty: 4182.630859
	Iteration 9Q: 3 clusters Score -384138.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -384182.250000 Penalty: 4182.630859
	Iteration 10Q: 3 clusters Score -384182.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -384227.812500 Penalty: 4182.630859
	Iteration 11Q: 3 clusters Score -384227.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -384268.375000 Penalty: 4182.630859
	Iteration 12Q: 3 clusters Score -384268.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -384306.500000 Penalty: 4182.630859
	Iteration 13Q: 3 clusters Score -384306.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -384342.437500 Penalty: 4182.630859
	Iteration 14Q: 3 clusters Score -384342.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -384367.031250 Penalty: 4182.630859
	Iteration 15Q: 3 clusters Score -384367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -384387.562500 Penalty: 4182.630859
	Iteration 16Q: 3 clusters Score -384387.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -384405.718750 Penalty: 4182.630859
	Iteration 17Q: 3 clusters Score -384405.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -384420.843750 Penalty: 4182.630859
	Iteration 18Q: 3 clusters Score -384420.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -384432.906250 Penalty: 4182.630859
	Iteration 19Q: 3 clusters Score -384432.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -384444.625000 Penalty: 4182.630859
	Iteration 20F: 3 clusters Score -384444.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -384463.718750 Penalty: 4182.630859
	Iteration 21Q: 3 clusters Score -384463.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -384480.968750 Penalty: 4182.630859
	Iteration 22Q: 3 clusters Score -384481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -384494.593750 Penalty: 4182.630859
	Iteration 23Q: 3 clusters Score -384494.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -384508.718750 Penalty: 4182.630859
	Iteration 24Q: 3 clusters Score -384508.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -384520.625000 Penalty: 4182.630859
	Iteration 25Q: 3 clusters Score -384520.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -384530.687500 Penalty: 4182.630859
	Iteration 26Q: 3 clusters Score -384530.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -384542.937500 Penalty: 4182.630859
	Iteration 27Q: 3 clusters Score -384542.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -384556.343750 Penalty: 4182.630859
	Iteration 28Q: 3 clusters Score -384556.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -384565.281250 Penalty: 4182.630859
	Iteration 29Q: 3 clusters Score -384565.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -384571.562500 Penalty: 4182.630859
	Iteration 30Q: 3 clusters Score -384571.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -384578.531250 Penalty: 4182.630859
	Iteration 31Q: 3 clusters Score -384578.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -384583.875000 Penalty: 4182.630859
	Iteration 32Q: 3 clusters Score -384583.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -384591.000000 Penalty: 4182.630859
	Iteration 33Q: 3 clusters Score -384591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -384597.906250 Penalty: 4182.630859
	Iteration 34Q: 3 clusters Score -384597.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -384607.875000 Penalty: 4182.630859
	Iteration 35Q: 3 clusters Score -384607.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -384615.593750 Penalty: 4182.630859
	Iteration 36Q: 3 clusters Score -384615.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -384624.218750 Penalty: 4182.630859
	Iteration 37Q: 3 clusters Score -384624.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -384629.281250 Penalty: 4182.630859
	Iteration 38Q: 3 clusters Score -384629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -384634.750000 Penalty: 4182.630859
	Iteration 39Q: 3 clusters Score -384634.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -384643.718750 Penalty: 4182.630859
	Iteration 40F: 3 clusters Score -384643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -384649.406250 Penalty: 4182.630859
	Iteration 41Q: 3 clusters Score -384649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -384655.968750 Penalty: 4182.630859
	Iteration 42Q: 3 clusters Score -384656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -384662.562500 Penalty: 4182.630859
	Iteration 43Q: 3 clusters Score -384662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -384668.968750 Penalty: 4182.630859
	Iteration 44Q: 3 clusters Score -384669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -384676.531250 Penalty: 4182.630859
	Iteration 45Q: 3 clusters Score -384676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -384680.687500 Penalty: 4182.630859
	Iteration 46Q: 3 clusters Score -384680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -384684.500000 Penalty: 4182.630859
	Iteration 47Q: 3 clusters Score -384684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -384687.562500 Penalty: 4182.630859
	Iteration 48Q: 3 clusters Score -384687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -384690.937500 Penalty: 4182.630859
	Iteration 49Q: 3 clusters Score -384690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -384693.562500 Penalty: 4182.630859
	Iteration 50Q: 3 clusters Score -384693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -384697.906250 Penalty: 4182.630859
	Iteration 51Q: 3 clusters Score -384697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -384701.906250 Penalty: 4182.630859
	Iteration 52Q: 3 clusters Score -384701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -384705.468750 Penalty: 4182.630859
	Iteration 53Q: 3 clusters Score -384705.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -384709.687500 Penalty: 4182.630859
	Iteration 54Q: 3 clusters Score -384709.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -384714.343750 Penalty: 4182.630859
	Iteration 55Q: 3 clusters Score -384714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -384719.156250 Penalty: 4182.630859
	Iteration 56Q: 3 clusters Score -384719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -384724.187500 Penalty: 4182.630859
	Iteration 57Q: 3 clusters Score -384724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -384725.593750 Penalty: 4182.630859
	Iteration 58Q: 3 clusters Score -384725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -384727.250000 Penalty: 4182.630859
	Iteration 59Q: 3 clusters Score -384727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -384731.187500 Penalty: 4182.630859
	Iteration 60F: 3 clusters Score -384731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -384731.531250 Penalty: 4182.630859
	Iteration 61Q: 3 clusters Score -384731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -384733.593750 Penalty: 4182.630859
	Iteration 62Q: 3 clusters Score -384733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -384737.843750 Penalty: 4182.630859
	Iteration 63Q: 3 clusters Score -384737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -384746.687500 Penalty: 4182.630859
	Iteration 64Q: 3 clusters Score -384746.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -384753.281250 Penalty: 4182.630859
	Iteration 65Q: 3 clusters Score -384753.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -384757.093750 Penalty: 4182.630859
	Iteration 66Q: 3 clusters Score -384757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -384759.093750 Penalty: 4182.630859
	Iteration 67Q: 3 clusters Score -384759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -384760.437500 Penalty: 4182.630859
	Iteration 68Q: 3 clusters Score -384760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -384761.562500 Penalty: 4182.630859
	Iteration 69Q: 3 clusters Score -384761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -384761.937500 Penalty: 4182.630859
	Iteration 70Q: 3 clusters Score -384761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -384763.937500 Penalty: 4182.630859
	Iteration 71Q: 3 clusters Score -384763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -384764.531250 Penalty: 4182.630859
	Iteration 72Q: 3 clusters Score -384764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -384765.718750 Penalty: 4182.630859
	Iteration 73Q: 3 clusters Score -384765.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -384765.718750 Penalty: 4182.630859
	Iteration 74F: 3 clusters Score -384765.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -587594.312500 Penalty: 2184.327148
	Iteration 0F: 2 clusters Score -587594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -582046.875000 Penalty: 4368.654297
	Iteration 0F: 3 clusters Score -582046.9 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -583457.062500 Penalty: 4368.654297
	Iteration 1F: 3 clusters Score -583457.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -583693.312500 Penalty: 4368.654297
	Iteration 2F: 3 clusters Score -583693.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -583873.062500 Penalty: 4368.654297
	Iteration 3F: 3 clusters Score -583873.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -583984.187500 Penalty: 4368.654297
	Iteration 4Q: 3 clusters Score -583984.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -584055.437500 Penalty: 4368.654297
	Iteration 5Q: 3 clusters Score -584055.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -584118.625000 Penalty: 4368.654297
	Iteration 6Q: 3 clusters Score -584118.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -584178.250000 Penalty: 4368.654297
	Iteration 7Q: 3 clusters Score -584178.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -584237.500000 Penalty: 4368.654297
	Iteration 8Q: 3 clusters Score -584237.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -584311.312500 Penalty: 4368.654297
	Iteration 9Q: 3 clusters Score -584311.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -584399.937500 Penalty: 4368.654297
	Iteration 10Q: 3 clusters Score -584399.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -584493.062500 Penalty: 4368.654297
	Iteration 11Q: 3 clusters Score -584493.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -584566.750000 Penalty: 4368.654297
	Iteration 12Q: 3 clusters Score -584566.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -584650.000000 Penalty: 4368.654297
	Iteration 13Q: 3 clusters Score -584650 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -584742.187500 Penalty: 4368.654297
	Iteration 14Q: 3 clusters Score -584742.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -584844.625000 Penalty: 4368.654297
	Iteration 15Q: 3 clusters Score -584844.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -584938.937500 Penalty: 4368.654297
	Iteration 16Q: 3 clusters Score -584938.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -585045.562500 Penalty: 4368.654297
	Iteration 17Q: 3 clusters Score -585045.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -585139.375000 Penalty: 4368.654297
	Iteration 18Q: 3 clusters Score -585139.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -585225.875000 Penalty: 4368.654297
	Iteration 19Q: 3 clusters Score -585225.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -585319.562500 Penalty: 4368.654297
	Iteration 20F: 3 clusters Score -585319.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -585403.562500 Penalty: 4368.654297
	Iteration 21Q: 3 clusters Score -585403.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -585466.875000 Penalty: 4368.654297
	Iteration 22Q: 3 clusters Score -585466.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -585526.187500 Penalty: 4368.654297
	Iteration 23Q: 3 clusters Score -585526.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -585586.187500 Penalty: 4368.654297
	Iteration 24Q: 3 clusters Score -585586.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -585630.312500 Penalty: 4368.654297
	Iteration 25Q: 3 clusters Score -585630.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -585668.375000 Penalty: 4368.654297
	Iteration 26Q: 3 clusters Score -585668.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -585696.625000 Penalty: 4368.654297
	Iteration 27Q: 3 clusters Score -585696.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -585717.250000 Penalty: 4368.654297
	Iteration 28Q: 3 clusters Score -585717.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -585733.187500 Penalty: 4368.654297
	Iteration 29Q: 3 clusters Score -585733.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -585744.250000 Penalty: 4368.654297
	Iteration 30Q: 3 clusters Score -585744.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -585753.812500 Penalty: 4368.654297
	Iteration 31Q: 3 clusters Score -585753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -585759.312500 Penalty: 4368.654297
	Iteration 32Q: 3 clusters Score -585759.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -585761.125000 Penalty: 4368.654297
	Iteration 33Q: 3 clusters Score -585761.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -585766.937500 Penalty: 4368.654297
	Iteration 34Q: 3 clusters Score -585766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -585768.500000 Penalty: 4368.654297
	Iteration 35Q: 3 clusters Score -585768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -585768.812500 Penalty: 4368.654297
	Iteration 36Q: 3 clusters Score -585768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -585770.437500 Penalty: 4368.654297
	Iteration 37Q: 3 clusters Score -585770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -585773.875000 Penalty: 4368.654297
	Iteration 38Q: 3 clusters Score -585773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -585775.562500 Penalty: 4368.654297
	Iteration 39Q: 3 clusters Score -585775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -585777.875000 Penalty: 4368.654297
	Iteration 40F: 3 clusters Score -585777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -585779.437500 Penalty: 4368.654297
	Iteration 41Q: 3 clusters Score -585779.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -585779.437500 Penalty: 4368.654297
	Iteration 42F: 3 clusters Score -585779.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -488696.843750 Penalty: 2138.502441
	Iteration 0F: 2 clusters Score -488696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -483836.750000 Penalty: 4277.004883
	Iteration 0F: 3 clusters Score -483836.8 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -485081.625000 Penalty: 4277.004883
	Iteration 1F: 3 clusters Score -485081.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -485283.062500 Penalty: 4277.004883
	Iteration 2F: 3 clusters Score -485283.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -485418.093750 Penalty: 4277.004883
	Iteration 3Q: 3 clusters Score -485418.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -485523.843750 Penalty: 4277.004883
	Iteration 4Q: 3 clusters Score -485523.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -485600.406250 Penalty: 4277.004883
	Iteration 5Q: 3 clusters Score -485600.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -485665.656250 Penalty: 4277.004883
	Iteration 6Q: 3 clusters Score -485665.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -485729.750000 Penalty: 4277.004883
	Iteration 7Q: 3 clusters Score -485729.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -485788.093750 Penalty: 4277.004883
	Iteration 8Q: 3 clusters Score -485788.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -485832.281250 Penalty: 4277.004883
	Iteration 9Q: 3 clusters Score -485832.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -485866.500000 Penalty: 4277.004883
	Iteration 10Q: 3 clusters Score -485866.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -485904.375000 Penalty: 4277.004883
	Iteration 11Q: 3 clusters Score -485904.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -485936.343750 Penalty: 4277.004883
	Iteration 12Q: 3 clusters Score -485936.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -485957.843750 Penalty: 4277.004883
	Iteration 13Q: 3 clusters Score -485957.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -485980.125000 Penalty: 4277.004883
	Iteration 14Q: 3 clusters Score -485980.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -486008.437500 Penalty: 4277.004883
	Iteration 15Q: 3 clusters Score -486008.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -486032.656250 Penalty: 4277.004883
	Iteration 16Q: 3 clusters Score -486032.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -486060.687500 Penalty: 4277.004883
	Iteration 17Q: 3 clusters Score -486060.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -486084.625000 Penalty: 4277.004883
	Iteration 18Q: 3 clusters Score -486084.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -486111.281250 Penalty: 4277.004883
	Iteration 19Q: 3 clusters Score -486111.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -486137.968750 Penalty: 4277.004883
	Iteration 20F: 3 clusters Score -486138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -486161.343750 Penalty: 4277.004883
	Iteration 21Q: 3 clusters Score -486161.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -486185.406250 Penalty: 4277.004883
	Iteration 22Q: 3 clusters Score -486185.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -486202.593750 Penalty: 4277.004883
	Iteration 23Q: 3 clusters Score -486202.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -486221.968750 Penalty: 4277.004883
	Iteration 24Q: 3 clusters Score -486222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -486243.062500 Penalty: 4277.004883
	Iteration 25Q: 3 clusters Score -486243.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -486263.218750 Penalty: 4277.004883
	Iteration 26Q: 3 clusters Score -486263.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -486289.093750 Penalty: 4277.004883
	Iteration 27Q: 3 clusters Score -486289.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -486310.531250 Penalty: 4277.004883
	Iteration 28Q: 3 clusters Score -486310.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -486329.312500 Penalty: 4277.004883
	Iteration 29Q: 3 clusters Score -486329.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -486347.531250 Penalty: 4277.004883
	Iteration 30Q: 3 clusters Score -486347.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -486366.687500 Penalty: 4277.004883
	Iteration 31Q: 3 clusters Score -486366.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -486389.968750 Penalty: 4277.004883
	Iteration 32Q: 3 clusters Score -486390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -486405.531250 Penalty: 4277.004883
	Iteration 33Q: 3 clusters Score -486405.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -486421.687500 Penalty: 4277.004883
	Iteration 34Q: 3 clusters Score -486421.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -486438.125000 Penalty: 4277.004883
	Iteration 35Q: 3 clusters Score -486438.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -486452.062500 Penalty: 4277.004883
	Iteration 36Q: 3 clusters Score -486452.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -486464.781250 Penalty: 4277.004883
	Iteration 37Q: 3 clusters Score -486464.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -486479.593750 Penalty: 4277.004883
	Iteration 38Q: 3 clusters Score -486479.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -486493.968750 Penalty: 4277.004883
	Iteration 39Q: 3 clusters Score -486494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -486502.656250 Penalty: 4277.004883
	Iteration 40F: 3 clusters Score -486502.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -486512.500000 Penalty: 4277.004883
	Iteration 41Q: 3 clusters Score -486512.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -486527.781250 Penalty: 4277.004883
	Iteration 42Q: 3 clusters Score -486527.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -486546.968750 Penalty: 4277.004883
	Iteration 43Q: 3 clusters Score -486547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -486569.062500 Penalty: 4277.004883
	Iteration 44Q: 3 clusters Score -486569.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -486589.281250 Penalty: 4277.004883
	Iteration 45Q: 3 clusters Score -486589.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -486609.125000 Penalty: 4277.004883
	Iteration 46Q: 3 clusters Score -486609.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -486628.000000 Penalty: 4277.004883
	Iteration 47Q: 3 clusters Score -486628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -486647.406250 Penalty: 4277.004883
	Iteration 48Q: 3 clusters Score -486647.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -486664.718750 Penalty: 4277.004883
	Iteration 49Q: 3 clusters Score -486664.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -486672.468750 Penalty: 4277.004883
	Iteration 50Q: 3 clusters Score -486672.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -486679.968750 Penalty: 4277.004883
	Iteration 51Q: 3 clusters Score -486680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -486687.843750 Penalty: 4277.004883
	Iteration 52Q: 3 clusters Score -486687.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -486699.281250 Penalty: 4277.004883
	Iteration 53Q: 3 clusters Score -486699.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -486708.156250 Penalty: 4277.004883
	Iteration 54Q: 3 clusters Score -486708.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -486714.187500 Penalty: 4277.004883
	Iteration 55Q: 3 clusters Score -486714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -486720.750000 Penalty: 4277.004883
	Iteration 56Q: 3 clusters Score -486720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -486725.281250 Penalty: 4277.004883
	Iteration 57Q: 3 clusters Score -486725.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -486730.750000 Penalty: 4277.004883
	Iteration 58Q: 3 clusters Score -486730.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -486738.218750 Penalty: 4277.004883
	Iteration 59Q: 3 clusters Score -486738.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -486743.406250 Penalty: 4277.004883
	Iteration 60F: 3 clusters Score -486743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -486746.687500 Penalty: 4277.004883
	Iteration 61Q: 3 clusters Score -486746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -486750.468750 Penalty: 4277.004883
	Iteration 62Q: 3 clusters Score -486750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -486750.968750 Penalty: 4277.004883
	Iteration 63Q: 3 clusters Score -486751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -486751.468750 Penalty: 4277.004883
	Iteration 64Q: 3 clusters Score -486751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -486753.718750 Penalty: 4277.004883
	Iteration 65Q: 3 clusters Score -486753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -486756.437500 Penalty: 4277.004883
	Iteration 66Q: 3 clusters Score -486756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -486758.812500 Penalty: 4277.004883
	Iteration 67Q: 3 clusters Score -486758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -486760.406250 Penalty: 4277.004883
	Iteration 68Q: 3 clusters Score -486760.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -486762.218750 Penalty: 4277.004883
	Iteration 69Q: 3 clusters Score -486762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -486765.375000 Penalty: 4277.004883
	Iteration 70Q: 3 clusters Score -486765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -486767.468750 Penalty: 4277.004883
	Iteration 71Q: 3 clusters Score -486767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -486768.343750 Penalty: 4277.004883
	Iteration 72Q: 3 clusters Score -486768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -486769.187500 Penalty: 4277.004883
	Iteration 73Q: 3 clusters Score -486769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -486770.406250 Penalty: 4277.004883
	Iteration 74Q: 3 clusters Score -486770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -486771.156250 Penalty: 4277.004883
	Iteration 75Q: 3 clusters Score -486771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -486770.718750 Penalty: 4277.004883
	Iteration 76Q: 3 clusters Score -486770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -486773.062500 Penalty: 4277.004883
	Iteration 77Q: 3 clusters Score -486773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -486775.468750 Penalty: 4277.004883
	Iteration 78Q: 3 clusters Score -486775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -486780.156250 Penalty: 4277.004883
	Iteration 79Q: 3 clusters Score -486780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -486781.093750 Penalty: 4277.004883
	Iteration 80F: 3 clusters Score -486781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -486781.750000 Penalty: 4277.004883
	Iteration 81Q: 3 clusters Score -486781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -486783.093750 Penalty: 4277.004883
	Iteration 82Q: 3 clusters Score -486783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -486783.625000 Penalty: 4277.004883
	Iteration 83Q: 3 clusters Score -486783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -486785.750000 Penalty: 4277.004883
	Iteration 84Q: 3 clusters Score -486785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -486786.187500 Penalty: 4277.004883
	Iteration 85Q: 3 clusters Score -486786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -486789.125000 Penalty: 4277.004883
	Iteration 86Q: 3 clusters Score -486789.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -486791.187500 Penalty: 4277.004883
	Iteration 87Q: 3 clusters Score -486791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -486792.843750 Penalty: 4277.004883
	Iteration 88Q: 3 clusters Score -486792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -486799.906250 Penalty: 4277.004883
	Iteration 89Q: 3 clusters Score -486799.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -486805.468750 Penalty: 4277.004883
	Iteration 90Q: 3 clusters Score -486805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -486810.468750 Penalty: 4277.004883
	Iteration 91Q: 3 clusters Score -486810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -486813.781250 Penalty: 4277.004883
	Iteration 92Q: 3 clusters Score -486813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -486817.093750 Penalty: 4277.004883
	Iteration 93Q: 3 clusters Score -486817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -486818.500000 Penalty: 4277.004883
	Iteration 94Q: 3 clusters Score -486818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -486819.625000 Penalty: 4277.004883
	Iteration 95Q: 3 clusters Score -486819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -486820.718750 Penalty: 4277.004883
	Iteration 96Q: 3 clusters Score -486820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -486822.062500 Penalty: 4277.004883
	Iteration 97Q: 3 clusters Score -486822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -486821.718750 Penalty: 4277.004883
	Iteration 98Q: 3 clusters Score -486821.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -486821.718750 Penalty: 4277.004883
	Iteration 99F: 3 clusters Score -486821.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8961 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20874 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15314 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25965 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22759 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108692 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34858 members 
Mstep: Class 26 contains 13601 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197728.000000 Penalty: 106802.460938
Iteration 279Q: 34 clusters Score -3.819773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8959 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20874 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22761 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108695 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34858 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10286 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197740.000000 Penalty: 106802.460938
Iteration 280F: 34 clusters Score -3.819774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8958 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108699 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34859 members 
Mstep: Class 26 contains 13603 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10286 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197740.000000 Penalty: 106802.460938
Iteration 281Q: 34 clusters Score -3.819774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8957 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108700 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34860 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10286 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197736.000000 Penalty: 106802.460938
Iteration 282Q: 34 clusters Score -3.819774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8956 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6718 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108698 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34860 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10286 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197776.000000 Penalty: 106802.460938
Iteration 283Q: 34 clusters Score -3.819778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8953 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108699 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34861 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10286 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197792.000000 Penalty: 106802.460938
Iteration 284Q: 34 clusters Score -3.819779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8949 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108698 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34862 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10287 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197772.000000 Penalty: 106802.460938
Iteration 285Q: 34 clusters Score -3.819777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22763 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108696 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34863 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197784.000000 Penalty: 106802.460938
Iteration 286Q: 34 clusters Score -3.819778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8939 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22764 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108693 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34863 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197788.000000 Penalty: 106802.460938
Iteration 287Q: 34 clusters Score -3.819779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8938 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8580 members 
Mstep: Class 9 contains 15312 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108692 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34864 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197780.000000 Penalty: 106802.460938
Iteration 288Q: 34 clusters Score -3.819778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8938 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8579 members 
Mstep: Class 9 contains 15311 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22768 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108690 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34864 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197784.000000 Penalty: 106802.460938
Iteration 289Q: 34 clusters Score -3.819778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8579 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25970 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22769 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108689 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34864 members 
Mstep: Class 26 contains 13601 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197808.000000 Penalty: 106802.460938
Iteration 290Q: 34 clusters Score -3.819781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8934 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25970 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22769 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108688 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34863 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197796.000000 Penalty: 106802.460938
Iteration 291Q: 34 clusters Score -3.81978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8932 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8579 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25970 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22769 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108687 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34862 members 
Mstep: Class 26 contains 13603 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197808.000000 Penalty: 106802.460938
Iteration 292Q: 34 clusters Score -3.819781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25970 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22769 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108687 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34862 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197808.000000 Penalty: 106802.460938
Iteration 293Q: 34 clusters Score -3.819781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25970 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22769 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108687 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34862 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197812.000000 Penalty: 106802.460938
Iteration 294Q: 34 clusters Score -3.819781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25969 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22769 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108687 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34862 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197792.000000 Penalty: 106802.460938
Iteration 295Q: 34 clusters Score -3.819779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22770 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108686 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34862 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197788.000000 Penalty: 106802.460938
Iteration 296Q: 34 clusters Score -3.819779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8920 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22771 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108686 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34863 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197780.000000 Penalty: 106802.460938
Iteration 297Q: 34 clusters Score -3.819778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8920 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25969 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22771 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108686 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34862 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197800.000000 Penalty: 106802.460938
Iteration 298Q: 34 clusters Score -3.81978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8920 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25969 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22772 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108687 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34860 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197792.000000 Penalty: 106802.460938
Iteration 299Q: 34 clusters Score -3.819779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8916 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25967 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22774 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108686 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34860 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197784.000000 Penalty: 106802.460938
Iteration 300F: 34 clusters Score -3.819778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25967 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22774 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108685 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34859 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197776.000000 Penalty: 106802.460938
Iteration 301Q: 34 clusters Score -3.819778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8916 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22773 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108685 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34861 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197768.000000 Penalty: 106802.460938
Iteration 302Q: 34 clusters Score -3.819777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22773 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108683 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34863 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197756.000000 Penalty: 106802.460938
Iteration 303Q: 34 clusters Score -3.819776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22773 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108683 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34864 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197756.000000 Penalty: 106802.460938
Iteration 304Q: 34 clusters Score -3.819776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22774 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108682 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34865 members 
Mstep: Class 26 contains 13603 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197748.000000 Penalty: 106802.460938
Iteration 305Q: 34 clusters Score -3.819775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22775 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108679 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34866 members 
Mstep: Class 26 contains 13603 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197752.000000 Penalty: 106802.460938
Iteration 306Q: 34 clusters Score -3.819775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8909 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25967 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22775 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108681 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34866 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197756.000000 Penalty: 106802.460938
Iteration 307Q: 34 clusters Score -3.819776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25967 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22775 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108680 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34866 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197764.000000 Penalty: 106802.460938
Iteration 308Q: 34 clusters Score -3.819776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25967 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22775 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108679 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34867 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197776.000000 Penalty: 106802.460938
Iteration 309Q: 34 clusters Score -3.819778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25967 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22775 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108679 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34867 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197764.000000 Penalty: 106802.460938
Iteration 310Q: 34 clusters Score -3.819776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 23804 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 3936 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 25967 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 22775 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 108679 members 
Mstep: Class 24 contains 14500 members 
Mstep: Class 25 contains 34867 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 8875 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 10288 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197764.000000 Penalty: 106802.460938
Iteration 311F: 34 clusters Score -3.819776e+07 nChanged 0
Entering ConstructFrom: 
Score: -38197764.000000 Penalty: 106802.460938
Entering ConstructFrom: 
Trying to split cluster 1 (6198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Entering Unmasked Estep 
Score: -552676.187500 Penalty: 2165.531494
	Iteration 0F: 2 clusters Score -552676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -547395.750000 Penalty: 4331.062988
	Iteration 0F: 3 clusters Score -547395.8 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -548743.687500 Penalty: 4331.062988
	Iteration 1F: 3 clusters Score -548743.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -548988.562500 Penalty: 4331.062988
	Iteration 2F: 3 clusters Score -548988.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -549150.437500 Penalty: 4331.062988
	Iteration 3Q: 3 clusters Score -549150.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -549269.125000 Penalty: 4331.062988
	Iteration 4Q: 3 clusters Score -549269.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -549361.375000 Penalty: 4331.062988
	Iteration 5Q: 3 clusters Score -549361.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -549428.187500 Penalty: 4331.062988
	Iteration 6Q: 3 clusters Score -549428.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -549494.937500 Penalty: 4331.062988
	Iteration 7Q: 3 clusters Score -549494.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -549561.812500 Penalty: 4331.062988
	Iteration 8Q: 3 clusters Score -549561.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -549634.062500 Penalty: 4331.062988
	Iteration 9Q: 3 clusters Score -549634.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -549712.875000 Penalty: 4331.062988
	Iteration 10Q: 3 clusters Score -549712.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -549777.750000 Penalty: 4331.062988
	Iteration 11Q: 3 clusters Score -549777.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -549836.437500 Penalty: 4331.062988
	Iteration 12Q: 3 clusters Score -549836.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -549902.500000 Penalty: 4331.062988
	Iteration 13Q: 3 clusters Score -549902.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -549978.812500 Penalty: 4331.062988
	Iteration 14Q: 3 clusters Score -549978.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -550065.500000 Penalty: 4331.062988
	Iteration 15Q: 3 clusters Score -550065.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -550145.812500 Penalty: 4331.062988
	Iteration 16Q: 3 clusters Score -550145.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -550214.250000 Penalty: 4331.062988
	Iteration 17Q: 3 clusters Score -550214.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -550291.687500 Penalty: 4331.062988
	Iteration 18Q: 3 clusters Score -550291.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -550367.062500 Penalty: 4331.062988
	Iteration 19Q: 3 clusters Score -550367.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -550439.000000 Penalty: 4331.062988
	Iteration 20F: 3 clusters Score -550439 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -550502.562500 Penalty: 4331.062988
	Iteration 21Q: 3 clusters Score -550502.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -550546.625000 Penalty: 4331.062988
	Iteration 22Q: 3 clusters Score -550546.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -550586.625000 Penalty: 4331.062988
	Iteration 23Q: 3 clusters Score -550586.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -550613.312500 Penalty: 4331.062988
	Iteration 24Q: 3 clusters Score -550613.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -550635.062500 Penalty: 4331.062988
	Iteration 25Q: 3 clusters Score -550635.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -550651.125000 Penalty: 4331.062988
	Iteration 26Q: 3 clusters Score -550651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -550664.312500 Penalty: 4331.062988
	Iteration 27Q: 3 clusters Score -550664.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -550679.062500 Penalty: 4331.062988
	Iteration 28Q: 3 clusters Score -550679.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -550695.562500 Penalty: 4331.062988
	Iteration 29Q: 3 clusters Score -550695.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -550711.937500 Penalty: 4331.062988
	Iteration 30Q: 3 clusters Score -550711.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -550722.062500 Penalty: 4331.062988
	Iteration 31Q: 3 clusters Score -550722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -550727.750000 Penalty: 4331.062988
	Iteration 32Q: 3 clusters Score -550727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -550734.312500 Penalty: 4331.062988
	Iteration 33Q: 3 clusters Score -550734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -550735.562500 Penalty: 4331.062988
	Iteration 34Q: 3 clusters Score -550735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -550737.500000 Penalty: 4331.062988
	Iteration 35Q: 3 clusters Score -550737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -550739.062500 Penalty: 4331.062988
	Iteration 36Q: 3 clusters Score -550739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -550744.000000 Penalty: 4331.062988
	Iteration 37Q: 3 clusters Score -550744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -550748.312500 Penalty: 4331.062988
	Iteration 38Q: 3 clusters Score -550748.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -550754.812500 Penalty: 4331.062988
	Iteration 39Q: 3 clusters Score -550754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -550756.625000 Penalty: 4331.062988
	Iteration 40F: 3 clusters Score -550756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -550757.687500 Penalty: 4331.062988
	Iteration 41Q: 3 clusters Score -550757.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -550757.687500 Penalty: 4331.062988
	Iteration 42F: 3 clusters Score -550757.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -790752.875000 Penalty: 2261.754639
	Iteration 0F: 2 clusters Score -790752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -783623.562500 Penalty: 4523.509277
	Iteration 0F: 3 clusters Score -783623.6 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -785608.437500 Penalty: 4523.509277
	Iteration 1F: 3 clusters Score -785608.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -785900.062500 Penalty: 4523.509277
	Iteration 2F: 3 clusters Score -785900.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -786132.437500 Penalty: 4523.509277
	Iteration 3F: 3 clusters Score -786132.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -786372.875000 Penalty: 4523.509277
	Iteration 4Q: 3 clusters Score -786372.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -786602.375000 Penalty: 4523.509277
	Iteration 5Q: 3 clusters Score -786602.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -786834.687500 Penalty: 4523.509277
	Iteration 6Q: 3 clusters Score -786834.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -787083.750000 Penalty: 4523.509277
	Iteration 7Q: 3 clusters Score -787083.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -787331.062500 Penalty: 4523.509277
	Iteration 8Q: 3 clusters Score -787331.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -787588.875000 Penalty: 4523.509277
	Iteration 9Q: 3 clusters Score -787588.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -787827.750000 Penalty: 4523.509277
	Iteration 10Q: 3 clusters Score -787827.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -788059.687500 Penalty: 4523.509277
	Iteration 11Q: 3 clusters Score -788059.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -788245.062500 Penalty: 4523.509277
	Iteration 12Q: 3 clusters Score -788245.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -788382.187500 Penalty: 4523.509277
	Iteration 13Q: 3 clusters Score -788382.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -788507.312500 Penalty: 4523.509277
	Iteration 14Q: 3 clusters Score -788507.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -788589.937500 Penalty: 4523.509277
	Iteration 15Q: 3 clusters Score -788589.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -788646.500000 Penalty: 4523.509277
	Iteration 16Q: 3 clusters Score -788646.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -788680.250000 Penalty: 4523.509277
	Iteration 17Q: 3 clusters Score -788680.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -788699.625000 Penalty: 4523.509277
	Iteration 18Q: 3 clusters Score -788699.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -788708.750000 Penalty: 4523.509277
	Iteration 19Q: 3 clusters Score -788708.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -788717.750000 Penalty: 4523.509277
	Iteration 20F: 3 clusters Score -788717.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -788724.500000 Penalty: 4523.509277
	Iteration 21Q: 3 clusters Score -788724.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -788726.312500 Penalty: 4523.509277
	Iteration 22Q: 3 clusters Score -788726.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -788728.625000 Penalty: 4523.509277
	Iteration 23Q: 3 clusters Score -788728.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -788732.187500 Penalty: 4523.509277
	Iteration 24Q: 3 clusters Score -788732.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -788735.000000 Penalty: 4523.509277
	Iteration 25Q: 3 clusters Score -788735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -788739.875000 Penalty: 4523.509277
	Iteration 26Q: 3 clusters Score -788739.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -788740.750000 Penalty: 4523.509277
	Iteration 27Q: 3 clusters Score -788740.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -788742.250000 Penalty: 4523.509277
	Iteration 28Q: 3 clusters Score -788742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -788743.750000 Penalty: 4523.509277
	Iteration 29Q: 3 clusters Score -788743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -788744.062500 Penalty: 4523.509277
	Iteration 30Q: 3 clusters Score -788744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -788744.625000 Penalty: 4523.509277
	Iteration 31Q: 3 clusters Score -788744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -788744.312500 Penalty: 4523.509277
	Iteration 32Q: 3 clusters Score -788744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -788744.625000 Penalty: 4523.509277
	Iteration 33Q: 3 clusters Score -788744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -788745.187500 Penalty: 4523.509277
	Iteration 34Q: 3 clusters Score -788745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -788745.500000 Penalty: 4523.509277
	Iteration 35Q: 3 clusters Score -788745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -788745.500000 Penalty: 4523.509277
	Iteration 36F: 3 clusters Score -788745.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Entering Unmasked Estep 
Score: -2040212.875000 Penalty: 2495.573486
	Iteration 0F: 2 clusters Score -2040213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2023875.000000 Penalty: 4991.146973
	Iteration 0F: 3 clusters Score -2023875 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2029532.125000 Penalty: 4991.146973
	Iteration 1F: 3 clusters Score -2029532 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2029965.375000 Penalty: 4991.146973
	Iteration 2F: 3 clusters Score -2029965 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2030320.750000 Penalty: 4991.146973
	Iteration 3Q: 3 clusters Score -2030321 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2030593.125000 Penalty: 4991.146973
	Iteration 4Q: 3 clusters Score -2030593 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2030819.750000 Penalty: 4991.146973
	Iteration 5Q: 3 clusters Score -2030820 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2031062.250000 Penalty: 4991.146973
	Iteration 6Q: 3 clusters Score -2031062 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2031302.250000 Penalty: 4991.146973
	Iteration 7Q: 3 clusters Score -2031302 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2031611.000000 Penalty: 4991.146973
	Iteration 8Q: 3 clusters Score -2031611 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2032025.000000 Penalty: 4991.146973
	Iteration 9Q: 3 clusters Score -2032025 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2032626.750000 Penalty: 4991.146973
	Iteration 10Q: 3 clusters Score -2032627 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2033466.625000 Penalty: 4991.146973
	Iteration 11F: 3 clusters Score -2033467 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2034438.625000 Penalty: 4991.146973
	Iteration 12F: 3 clusters Score -2034439 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2035470.875000 Penalty: 4991.146973
	Iteration 13F: 3 clusters Score -2035471 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2036334.250000 Penalty: 4991.146973
	Iteration 14Q: 3 clusters Score -2036334 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2036945.250000 Penalty: 4991.146973
	Iteration 15Q: 3 clusters Score -2036945 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2037353.125000 Penalty: 4991.146973
	Iteration 16Q: 3 clusters Score -2037353 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2037571.250000 Penalty: 4991.146973
	Iteration 17Q: 3 clusters Score -2037571 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2037707.375000 Penalty: 4991.146973
	Iteration 18Q: 3 clusters Score -2037707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2037791.250000 Penalty: 4991.146973
	Iteration 19Q: 3 clusters Score -2037791 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2037867.750000 Penalty: 4991.146973
	Iteration 20F: 3 clusters Score -2037868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2037924.250000 Penalty: 4991.146973
	Iteration 21Q: 3 clusters Score -2037924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2037957.500000 Penalty: 4991.146973
	Iteration 22Q: 3 clusters Score -2037958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2037988.125000 Penalty: 4991.146973
	Iteration 23Q: 3 clusters Score -2037988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2038011.875000 Penalty: 4991.146973
	Iteration 24Q: 3 clusters Score -2038012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2038018.000000 Penalty: 4991.146973
	Iteration 25Q: 3 clusters Score -2038018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2038028.125000 Penalty: 4991.146973
	Iteration 26Q: 3 clusters Score -2038028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2038037.625000 Penalty: 4991.146973
	Iteration 27Q: 3 clusters Score -2038038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2038041.375000 Penalty: 4991.146973
	Iteration 28Q: 3 clusters Score -2038041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2038046.625000 Penalty: 4991.146973
	Iteration 29Q: 3 clusters Score -2038047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2038046.875000 Penalty: 4991.146973
	Iteration 30Q: 3 clusters Score -2038047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2038053.750000 Penalty: 4991.146973
	Iteration 31Q: 3 clusters Score -2038054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2038059.250000 Penalty: 4991.146973
	Iteration 32Q: 3 clusters Score -2038059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2038065.000000 Penalty: 4991.146973
	Iteration 33Q: 3 clusters Score -2038065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2038069.500000 Penalty: 4991.146973
	Iteration 34Q: 3 clusters Score -2038070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2038080.500000 Penalty: 4991.146973
	Iteration 35Q: 3 clusters Score -2038080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2038083.875000 Penalty: 4991.146973
	Iteration 36Q: 3 clusters Score -2038084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2038087.375000 Penalty: 4991.146973
	Iteration 37Q: 3 clusters Score -2038087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2038089.125000 Penalty: 4991.146973
	Iteration 38Q: 3 clusters Score -2038089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2038091.000000 Penalty: 4991.146973
	Iteration 39Q: 3 clusters Score -2038091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2038091.000000 Penalty: 4991.146973
	Iteration 40F: 3 clusters Score -2038091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2038091.250000 Penalty: 4991.146973
	Iteration 41Q: 3 clusters Score -2038091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2038093.750000 Penalty: 4991.146973
	Iteration 42Q: 3 clusters Score -2038094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2038095.000000 Penalty: 4991.146973
	Iteration 43Q: 3 clusters Score -2038095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2038097.250000 Penalty: 4991.146973
	Iteration 44Q: 3 clusters Score -2038097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2038095.375000 Penalty: 4991.146973
	Iteration 45Q: 3 clusters Score -2038095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2038095.375000 Penalty: 4991.146973
	Iteration 46F: 3 clusters Score -2038095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Entering Unmasked Estep 
Score: -752389.187500 Penalty: 2255.458984
	Iteration 0F: 2 clusters Score -752389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -745390.312500 Penalty: 4510.917969
	Iteration 0F: 3 clusters Score -745390.3 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -747404.625000 Penalty: 4510.917969
	Iteration 1F: 3 clusters Score -747404.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -747690.125000 Penalty: 4510.917969
	Iteration 2F: 3 clusters Score -747690.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -747895.812500 Penalty: 4510.917969
	Iteration 3F: 3 clusters Score -747895.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -748043.312500 Penalty: 4510.917969
	Iteration 4Q: 3 clusters Score -748043.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -748173.875000 Penalty: 4510.917969
	Iteration 5Q: 3 clusters Score -748173.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -748308.750000 Penalty: 4510.917969
	Iteration 6Q: 3 clusters Score -748308.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -748422.437500 Penalty: 4510.917969
	Iteration 7Q: 3 clusters Score -748422.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -748517.625000 Penalty: 4510.917969
	Iteration 8Q: 3 clusters Score -748517.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -748590.312500 Penalty: 4510.917969
	Iteration 9Q: 3 clusters Score -748590.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -748649.875000 Penalty: 4510.917969
	Iteration 10Q: 3 clusters Score -748649.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -748711.000000 Penalty: 4510.917969
	Iteration 11Q: 3 clusters Score -748711 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -748754.500000 Penalty: 4510.917969
	Iteration 12Q: 3 clusters Score -748754.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -748791.125000 Penalty: 4510.917969
	Iteration 13Q: 3 clusters Score -748791.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -748824.937500 Penalty: 4510.917969
	Iteration 14Q: 3 clusters Score -748824.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -748859.000000 Penalty: 4510.917969
	Iteration 15Q: 3 clusters Score -748859 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -748892.062500 Penalty: 4510.917969
	Iteration 16Q: 3 clusters Score -748892.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -748923.500000 Penalty: 4510.917969
	Iteration 17Q: 3 clusters Score -748923.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -748944.437500 Penalty: 4510.917969
	Iteration 18Q: 3 clusters Score -748944.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -748965.187500 Penalty: 4510.917969
	Iteration 19Q: 3 clusters Score -748965.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -748989.937500 Penalty: 4510.917969
	Iteration 20F: 3 clusters Score -748989.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -749010.062500 Penalty: 4510.917969
	Iteration 21Q: 3 clusters Score -749010.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -749034.312500 Penalty: 4510.917969
	Iteration 22Q: 3 clusters Score -749034.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -749058.625000 Penalty: 4510.917969
	Iteration 23Q: 3 clusters Score -749058.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -749080.562500 Penalty: 4510.917969
	Iteration 24Q: 3 clusters Score -749080.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -749101.437500 Penalty: 4510.917969
	Iteration 25Q: 3 clusters Score -749101.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -749120.687500 Penalty: 4510.917969
	Iteration 26Q: 3 clusters Score -749120.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -749139.812500 Penalty: 4510.917969
	Iteration 27Q: 3 clusters Score -749139.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -749157.187500 Penalty: 4510.917969
	Iteration 28Q: 3 clusters Score -749157.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -749173.500000 Penalty: 4510.917969
	Iteration 29Q: 3 clusters Score -749173.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -749189.500000 Penalty: 4510.917969
	Iteration 30Q: 3 clusters Score -749189.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -749199.625000 Penalty: 4510.917969
	Iteration 31Q: 3 clusters Score -749199.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -749213.437500 Penalty: 4510.917969
	Iteration 32Q: 3 clusters Score -749213.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -749221.125000 Penalty: 4510.917969
	Iteration 33Q: 3 clusters Score -749221.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -749231.437500 Penalty: 4510.917969
	Iteration 34Q: 3 clusters Score -749231.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -749238.125000 Penalty: 4510.917969
	Iteration 35Q: 3 clusters Score -749238.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -749243.812500 Penalty: 4510.917969
	Iteration 36Q: 3 clusters Score -749243.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -749251.250000 Penalty: 4510.917969
	Iteration 37Q: 3 clusters Score -749251.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -749261.437500 Penalty: 4510.917969
	Iteration 38Q: 3 clusters Score -749261.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -749269.750000 Penalty: 4510.917969
	Iteration 39Q: 3 clusters Score -749269.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -749279.250000 Penalty: 4510.917969
	Iteration 40F: 3 clusters Score -749279.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -749287.625000 Penalty: 4510.917969
	Iteration 41Q: 3 clusters Score -749287.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -749296.937500 Penalty: 4510.917969
	Iteration 42Q: 3 clusters Score -749296.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -749304.000000 Penalty: 4510.917969
	Iteration 43Q: 3 clusters Score -749304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -749313.187500 Penalty: 4510.917969
	Iteration 44Q: 3 clusters Score -749313.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -749319.750000 Penalty: 4510.917969
	Iteration 45Q: 3 clusters Score -749319.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -749328.187500 Penalty: 4510.917969
	Iteration 46Q: 3 clusters Score -749328.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -749335.250000 Penalty: 4510.917969
	Iteration 47Q: 3 clusters Score -749335.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -749345.937500 Penalty: 4510.917969
	Iteration 48Q: 3 clusters Score -749345.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -749351.312500 Penalty: 4510.917969
	Iteration 49Q: 3 clusters Score -749351.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -749360.875000 Penalty: 4510.917969
	Iteration 50Q: 3 clusters Score -749360.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -749363.625000 Penalty: 4510.917969
	Iteration 51Q: 3 clusters Score -749363.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -749369.375000 Penalty: 4510.917969
	Iteration 52Q: 3 clusters Score -749369.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -749374.812500 Penalty: 4510.917969
	Iteration 53Q: 3 clusters Score -749374.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -749383.812500 Penalty: 4510.917969
	Iteration 54Q: 3 clusters Score -749383.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -749391.250000 Penalty: 4510.917969
	Iteration 55Q: 3 clusters Score -749391.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -749402.812500 Penalty: 4510.917969
	Iteration 56Q: 3 clusters Score -749402.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -749416.750000 Penalty: 4510.917969
	Iteration 57Q: 3 clusters Score -749416.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -749432.562500 Penalty: 4510.917969
	Iteration 58Q: 3 clusters Score -749432.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -749444.875000 Penalty: 4510.917969
	Iteration 59Q: 3 clusters Score -749444.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -749461.125000 Penalty: 4510.917969
	Iteration 60F: 3 clusters Score -749461.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -749478.187500 Penalty: 4510.917969
	Iteration 61Q: 3 clusters Score -749478.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -749494.875000 Penalty: 4510.917969
	Iteration 62Q: 3 clusters Score -749494.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -749511.875000 Penalty: 4510.917969
	Iteration 63Q: 3 clusters Score -749511.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -749523.625000 Penalty: 4510.917969
	Iteration 64Q: 3 clusters Score -749523.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -749538.812500 Penalty: 4510.917969
	Iteration 65Q: 3 clusters Score -749538.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -749552.750000 Penalty: 4510.917969
	Iteration 66Q: 3 clusters Score -749552.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -749567.812500 Penalty: 4510.917969
	Iteration 67Q: 3 clusters Score -749567.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -749589.250000 Penalty: 4510.917969
	Iteration 68Q: 3 clusters Score -749589.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -749604.562500 Penalty: 4510.917969
	Iteration 69Q: 3 clusters Score -749604.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -749619.812500 Penalty: 4510.917969
	Iteration 70Q: 3 clusters Score -749619.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -749638.437500 Penalty: 4510.917969
	Iteration 71Q: 3 clusters Score -749638.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -749654.062500 Penalty: 4510.917969
	Iteration 72Q: 3 clusters Score -749654.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -749673.625000 Penalty: 4510.917969
	Iteration 73Q: 3 clusters Score -749673.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -749687.937500 Penalty: 4510.917969
	Iteration 74Q: 3 clusters Score -749687.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -749703.250000 Penalty: 4510.917969
	Iteration 75Q: 3 clusters Score -749703.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -749717.750000 Penalty: 4510.917969
	Iteration 76Q: 3 clusters Score -749717.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -749737.187500 Penalty: 4510.917969
	Iteration 77Q: 3 clusters Score -749737.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -749755.000000 Penalty: 4510.917969
	Iteration 78Q: 3 clusters Score -749755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -749776.250000 Penalty: 4510.917969
	Iteration 79Q: 3 clusters Score -749776.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -749799.875000 Penalty: 4510.917969
	Iteration 80F: 3 clusters Score -749799.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -749819.750000 Penalty: 4510.917969
	Iteration 81Q: 3 clusters Score -749819.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -749848.687500 Penalty: 4510.917969
	Iteration 82Q: 3 clusters Score -749848.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -749873.625000 Penalty: 4510.917969
	Iteration 83Q: 3 clusters Score -749873.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -749904.250000 Penalty: 4510.917969
	Iteration 84Q: 3 clusters Score -749904.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -749936.062500 Penalty: 4510.917969
	Iteration 85Q: 3 clusters Score -749936.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -749970.562500 Penalty: 4510.917969
	Iteration 86Q: 3 clusters Score -749970.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -750006.187500 Penalty: 4510.917969
	Iteration 87Q: 3 clusters Score -750006.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -750041.687500 Penalty: 4510.917969
	Iteration 88Q: 3 clusters Score -750041.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -750071.500000 Penalty: 4510.917969
	Iteration 89Q: 3 clusters Score -750071.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -750102.625000 Penalty: 4510.917969
	Iteration 90Q: 3 clusters Score -750102.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -750125.812500 Penalty: 4510.917969
	Iteration 91Q: 3 clusters Score -750125.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -750147.250000 Penalty: 4510.917969
	Iteration 92Q: 3 clusters Score -750147.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -750176.187500 Penalty: 4510.917969
	Iteration 93Q: 3 clusters Score -750176.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -750206.937500 Penalty: 4510.917969
	Iteration 94Q: 3 clusters Score -750206.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -750230.437500 Penalty: 4510.917969
	Iteration 95Q: 3 clusters Score -750230.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -750247.187500 Penalty: 4510.917969
	Iteration 96Q: 3 clusters Score -750247.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -750263.000000 Penalty: 4510.917969
	Iteration 97Q: 3 clusters Score -750263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -750276.187500 Penalty: 4510.917969
	Iteration 98Q: 3 clusters Score -750276.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -750296.437500 Penalty: 4510.917969
	Iteration 99Q: 3 clusters Score -750296.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -750315.812500 Penalty: 4510.917969
	Iteration 100F: 3 clusters Score -750315.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -750329.562500 Penalty: 4510.917969
	Iteration 101Q: 3 clusters Score -750329.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -750339.562500 Penalty: 4510.917969
	Iteration 102Q: 3 clusters Score -750339.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -750346.812500 Penalty: 4510.917969
	Iteration 103Q: 3 clusters Score -750346.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -750353.375000 Penalty: 4510.917969
	Iteration 104Q: 3 clusters Score -750353.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -750363.125000 Penalty: 4510.917969
	Iteration 105Q: 3 clusters Score -750363.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -750369.125000 Penalty: 4510.917969
	Iteration 106Q: 3 clusters Score -750369.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -750373.375000 Penalty: 4510.917969
	Iteration 107Q: 3 clusters Score -750373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -750377.687500 Penalty: 4510.917969
	Iteration 108Q: 3 clusters Score -750377.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -750383.375000 Penalty: 4510.917969
	Iteration 109Q: 3 clusters Score -750383.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -750389.812500 Penalty: 4510.917969
	Iteration 110Q: 3 clusters Score -750389.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -750394.125000 Penalty: 4510.917969
	Iteration 111Q: 3 clusters Score -750394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -750395.625000 Penalty: 4510.917969
	Iteration 112Q: 3 clusters Score -750395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -750399.125000 Penalty: 4510.917969
	Iteration 113Q: 3 clusters Score -750399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -750401.125000 Penalty: 4510.917969
	Iteration 114Q: 3 clusters Score -750401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -750405.687500 Penalty: 4510.917969
	Iteration 115Q: 3 clusters Score -750405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -750408.437500 Penalty: 4510.917969
	Iteration 116Q: 3 clusters Score -750408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -750411.500000 Penalty: 4510.917969
	Iteration 117Q: 3 clusters Score -750411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -750414.375000 Penalty: 4510.917969
	Iteration 118Q: 3 clusters Score -750414.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -750417.125000 Penalty: 4510.917969
	Iteration 119Q: 3 clusters Score -750417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -750422.000000 Penalty: 4510.917969
	Iteration 120F: 3 clusters Score -750422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -750424.250000 Penalty: 4510.917969
	Iteration 121Q: 3 clusters Score -750424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -750426.812500 Penalty: 4510.917969
	Iteration 122Q: 3 clusters Score -750426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -750426.875000 Penalty: 4510.917969
	Iteration 123Q: 3 clusters Score -750426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -750428.937500 Penalty: 4510.917969
	Iteration 124Q: 3 clusters Score -750428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -750430.187500 Penalty: 4510.917969
	Iteration 125Q: 3 clusters Score -750430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -750430.937500 Penalty: 4510.917969
	Iteration 126Q: 3 clusters Score -750430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -750430.937500 Penalty: 4510.917969
	Iteration 127F: 3 clusters Score -750430.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -376760.312500 Penalty: 2101.312012
	Iteration 0F: 2 clusters Score -376760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -372384.031250 Penalty: 4202.624023
	Iteration 0F: 3 clusters Score -372384 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -373453.312500 Penalty: 4202.624023
	Iteration 1F: 3 clusters Score -373453.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -373680.562500 Penalty: 4202.624023
	Iteration 2F: 3 clusters Score -373680.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -373809.312500 Penalty: 4202.624023
	Iteration 3F: 3 clusters Score -373809.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -373898.718750 Penalty: 4202.624023
	Iteration 4Q: 3 clusters Score -373898.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -373965.718750 Penalty: 4202.624023
	Iteration 5Q: 3 clusters Score -373965.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -374012.718750 Penalty: 4202.624023
	Iteration 6Q: 3 clusters Score -374012.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -374060.718750 Penalty: 4202.624023
	Iteration 7Q: 3 clusters Score -374060.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -374105.312500 Penalty: 4202.624023
	Iteration 8Q: 3 clusters Score -374105.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -374158.781250 Penalty: 4202.624023
	Iteration 9Q: 3 clusters Score -374158.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -374214.312500 Penalty: 4202.624023
	Iteration 10Q: 3 clusters Score -374214.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -374262.062500 Penalty: 4202.624023
	Iteration 11Q: 3 clusters Score -374262.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -374318.937500 Penalty: 4202.624023
	Iteration 12Q: 3 clusters Score -374318.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -374379.937500 Penalty: 4202.624023
	Iteration 13Q: 3 clusters Score -374379.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -374443.187500 Penalty: 4202.624023
	Iteration 14Q: 3 clusters Score -374443.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -374510.906250 Penalty: 4202.624023
	Iteration 15Q: 3 clusters Score -374510.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -374574.718750 Penalty: 4202.624023
	Iteration 16Q: 3 clusters Score -374574.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -374640.187500 Penalty: 4202.624023
	Iteration 17Q: 3 clusters Score -374640.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -374697.125000 Penalty: 4202.624023
	Iteration 18Q: 3 clusters Score -374697.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -374754.531250 Penalty: 4202.624023
	Iteration 19Q: 3 clusters Score -374754.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -374811.937500 Penalty: 4202.624023
	Iteration 20F: 3 clusters Score -374811.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -374865.781250 Penalty: 4202.624023
	Iteration 21Q: 3 clusters Score -374865.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -374917.468750 Penalty: 4202.624023
	Iteration 22Q: 3 clusters Score -374917.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -374962.218750 Penalty: 4202.624023
	Iteration 23Q: 3 clusters Score -374962.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -375009.250000 Penalty: 4202.624023
	Iteration 24Q: 3 clusters Score -375009.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -375043.031250 Penalty: 4202.624023
	Iteration 25Q: 3 clusters Score -375043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -375075.437500 Penalty: 4202.624023
	Iteration 26Q: 3 clusters Score -375075.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -375094.406250 Penalty: 4202.624023
	Iteration 27Q: 3 clusters Score -375094.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -375104.687500 Penalty: 4202.624023
	Iteration 28Q: 3 clusters Score -375104.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -375112.750000 Penalty: 4202.624023
	Iteration 29Q: 3 clusters Score -375112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -375118.593750 Penalty: 4202.624023
	Iteration 30Q: 3 clusters Score -375118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -375125.093750 Penalty: 4202.624023
	Iteration 31Q: 3 clusters Score -375125.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -375128.718750 Penalty: 4202.624023
	Iteration 32Q: 3 clusters Score -375128.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -375133.000000 Penalty: 4202.624023
	Iteration 33Q: 3 clusters Score -375133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -375136.218750 Penalty: 4202.624023
	Iteration 34Q: 3 clusters Score -375136.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -375140.937500 Penalty: 4202.624023
	Iteration 35Q: 3 clusters Score -375140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -375144.156250 Penalty: 4202.624023
	Iteration 36Q: 3 clusters Score -375144.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -375149.781250 Penalty: 4202.624023
	Iteration 37Q: 3 clusters Score -375149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -375155.781250 Penalty: 4202.624023
	Iteration 38Q: 3 clusters Score -375155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -375158.156250 Penalty: 4202.624023
	Iteration 39Q: 3 clusters Score -375158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -375161.625000 Penalty: 4202.624023
	Iteration 40F: 3 clusters Score -375161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -375163.437500 Penalty: 4202.624023
	Iteration 41Q: 3 clusters Score -375163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -375167.500000 Penalty: 4202.624023
	Iteration 42Q: 3 clusters Score -375167.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -375174.031250 Penalty: 4202.624023
	Iteration 43Q: 3 clusters Score -375174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -375176.187500 Penalty: 4202.624023
	Iteration 44Q: 3 clusters Score -375176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -375178.906250 Penalty: 4202.624023
	Iteration 45Q: 3 clusters Score -375178.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -375182.812500 Penalty: 4202.624023
	Iteration 46Q: 3 clusters Score -375182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -375184.968750 Penalty: 4202.624023
	Iteration 47Q: 3 clusters Score -375185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -375188.218750 Penalty: 4202.624023
	Iteration 48Q: 3 clusters Score -375188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -375194.531250 Penalty: 4202.624023
	Iteration 49Q: 3 clusters Score -375194.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -375201.468750 Penalty: 4202.624023
	Iteration 50Q: 3 clusters Score -375201.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -375207.406250 Penalty: 4202.624023
	Iteration 51Q: 3 clusters Score -375207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -375213.343750 Penalty: 4202.624023
	Iteration 52Q: 3 clusters Score -375213.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -375217.718750 Penalty: 4202.624023
	Iteration 53Q: 3 clusters Score -375217.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -375222.031250 Penalty: 4202.624023
	Iteration 54Q: 3 clusters Score -375222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -375228.187500 Penalty: 4202.624023
	Iteration 55Q: 3 clusters Score -375228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -375233.250000 Penalty: 4202.624023
	Iteration 56Q: 3 clusters Score -375233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -375236.718750 Penalty: 4202.624023
	Iteration 57Q: 3 clusters Score -375236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -375236.968750 Penalty: 4202.624023
	Iteration 58Q: 3 clusters Score -375237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -375238.031250 Penalty: 4202.624023
	Iteration 59Q: 3 clusters Score -375238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -375238.718750 Penalty: 4202.624023
	Iteration 60F: 3 clusters Score -375238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -375240.812500 Penalty: 4202.624023
	Iteration 61Q: 3 clusters Score -375240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -375242.218750 Penalty: 4202.624023
	Iteration 62Q: 3 clusters Score -375242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -375243.375000 Penalty: 4202.624023
	Iteration 63Q: 3 clusters Score -375243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -375244.156250 Penalty: 4202.624023
	Iteration 64Q: 3 clusters Score -375244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -375245.125000 Penalty: 4202.624023
	Iteration 65Q: 3 clusters Score -375245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -375247.562500 Penalty: 4202.624023
	Iteration 66Q: 3 clusters Score -375247.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -375249.375000 Penalty: 4202.624023
	Iteration 67Q: 3 clusters Score -375249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -375252.843750 Penalty: 4202.624023
	Iteration 68Q: 3 clusters Score -375252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -375256.031250 Penalty: 4202.624023
	Iteration 69Q: 3 clusters Score -375256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -375257.656250 Penalty: 4202.624023
	Iteration 70Q: 3 clusters Score -375257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -375257.750000 Penalty: 4202.624023
	Iteration 71Q: 3 clusters Score -375257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -375258.812500 Penalty: 4202.624023
	Iteration 72Q: 3 clusters Score -375258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -375258.812500 Penalty: 4202.624023
	Iteration 73F: 3 clusters Score -375258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Entering Unmasked Estep 
Score: -1022198.250000 Penalty: 2321.613281
	Iteration 0F: 2 clusters Score -1022198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1013407.000000 Penalty: 4643.226562
	Iteration 0F: 3 clusters Score -1013407 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1016075.875000 Penalty: 4643.226562
	Iteration 1F: 3 clusters Score -1016076 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1016438.562500 Penalty: 4643.226562
	Iteration 2F: 3 clusters Score -1016439 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1016720.187500 Penalty: 4643.226562
	Iteration 3F: 3 clusters Score -1016720 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1016927.437500 Penalty: 4643.226562
	Iteration 4Q: 3 clusters Score -1016927 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1017095.500000 Penalty: 4643.226562
	Iteration 5Q: 3 clusters Score -1017096 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1017231.875000 Penalty: 4643.226562
	Iteration 6Q: 3 clusters Score -1017232 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1017345.375000 Penalty: 4643.226562
	Iteration 7Q: 3 clusters Score -1017345 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1017457.312500 Penalty: 4643.226562
	Iteration 8Q: 3 clusters Score -1017457 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1017561.125000 Penalty: 4643.226562
	Iteration 9Q: 3 clusters Score -1017561 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1017666.500000 Penalty: 4643.226562
	Iteration 10Q: 3 clusters Score -1017666 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1017769.375000 Penalty: 4643.226562
	Iteration 11Q: 3 clusters Score -1017769 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1017881.562500 Penalty: 4643.226562
	Iteration 12Q: 3 clusters Score -1017882 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1017994.500000 Penalty: 4643.226562
	Iteration 13Q: 3 clusters Score -1017994 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1018106.500000 Penalty: 4643.226562
	Iteration 14Q: 3 clusters Score -1018106 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1018228.812500 Penalty: 4643.226562
	Iteration 15Q: 3 clusters Score -1018229 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1018341.000000 Penalty: 4643.226562
	Iteration 16Q: 3 clusters Score -1018341 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1018450.500000 Penalty: 4643.226562
	Iteration 17Q: 3 clusters Score -1018450 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1018574.687500 Penalty: 4643.226562
	Iteration 18Q: 3 clusters Score -1018575 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1018726.500000 Penalty: 4643.226562
	Iteration 19Q: 3 clusters Score -1018726 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1018861.187500 Penalty: 4643.226562
	Iteration 20F: 3 clusters Score -1018861 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1019006.625000 Penalty: 4643.226562
	Iteration 21Q: 3 clusters Score -1019007 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1019146.812500 Penalty: 4643.226562
	Iteration 22Q: 3 clusters Score -1019147 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1019291.562500 Penalty: 4643.226562
	Iteration 23Q: 3 clusters Score -1019292 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1019430.562500 Penalty: 4643.226562
	Iteration 24Q: 3 clusters Score -1019431 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1019583.125000 Penalty: 4643.226562
	Iteration 25Q: 3 clusters Score -1019583 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1019736.687500 Penalty: 4643.226562
	Iteration 26Q: 3 clusters Score -1019737 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1019896.125000 Penalty: 4643.226562
	Iteration 27Q: 3 clusters Score -1019896 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1020033.187500 Penalty: 4643.226562
	Iteration 28Q: 3 clusters Score -1020033 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1020126.625000 Penalty: 4643.226562
	Iteration 29Q: 3 clusters Score -1020127 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1020195.000000 Penalty: 4643.226562
	Iteration 30Q: 3 clusters Score -1020195 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1020246.562500 Penalty: 4643.226562
	Iteration 31Q: 3 clusters Score -1020247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1020287.312500 Penalty: 4643.226562
	Iteration 32Q: 3 clusters Score -1020287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1020314.562500 Penalty: 4643.226562
	Iteration 33Q: 3 clusters Score -1020315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1020334.437500 Penalty: 4643.226562
	Iteration 34Q: 3 clusters Score -1020334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1020356.000000 Penalty: 4643.226562
	Iteration 35Q: 3 clusters Score -1020356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1020368.062500 Penalty: 4643.226562
	Iteration 36Q: 3 clusters Score -1020368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1020378.000000 Penalty: 4643.226562
	Iteration 37Q: 3 clusters Score -1020378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1020385.000000 Penalty: 4643.226562
	Iteration 38Q: 3 clusters Score -1020385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1020390.937500 Penalty: 4643.226562
	Iteration 39Q: 3 clusters Score -1020391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1020395.437500 Penalty: 4643.226562
	Iteration 40F: 3 clusters Score -1020395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1020398.625000 Penalty: 4643.226562
	Iteration 41Q: 3 clusters Score -1020399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1020404.187500 Penalty: 4643.226562
	Iteration 42Q: 3 clusters Score -1020404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1020407.562500 Penalty: 4643.226562
	Iteration 43Q: 3 clusters Score -1020408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1020411.187500 Penalty: 4643.226562
	Iteration 44Q: 3 clusters Score -1020411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1020413.125000 Penalty: 4643.226562
	Iteration 45Q: 3 clusters Score -1020413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1020414.062500 Penalty: 4643.226562
	Iteration 46Q: 3 clusters Score -1020414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1020416.687500 Penalty: 4643.226562
	Iteration 47Q: 3 clusters Score -1020417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1020417.937500 Penalty: 4643.226562
	Iteration 48Q: 3 clusters Score -1020418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1020421.000000 Penalty: 4643.226562
	Iteration 49Q: 3 clusters Score -1020421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1020424.125000 Penalty: 4643.226562
	Iteration 50Q: 3 clusters Score -1020424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1020427.062500 Penalty: 4643.226562
	Iteration 51Q: 3 clusters Score -1020427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1020431.750000 Penalty: 4643.226562
	Iteration 52Q: 3 clusters Score -1020432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1020435.375000 Penalty: 4643.226562
	Iteration 53Q: 3 clusters Score -1020435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1020437.250000 Penalty: 4643.226562
	Iteration 54Q: 3 clusters Score -1020437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1020438.750000 Penalty: 4643.226562
	Iteration 55Q: 3 clusters Score -1020439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1020439.687500 Penalty: 4643.226562
	Iteration 56Q: 3 clusters Score -1020440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1020440.750000 Penalty: 4643.226562
	Iteration 57Q: 3 clusters Score -1020441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1020441.875000 Penalty: 4643.226562
	Iteration 58Q: 3 clusters Score -1020442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1020441.875000 Penalty: 4643.226562
	Iteration 59F: 3 clusters Score -1020442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Entering Unmasked Estep 
Score: -1717508.625000 Penalty: 2466.648682
	Iteration 0F: 2 clusters Score -1717509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1702972.375000 Penalty: 4933.297363
	Iteration 0F: 3 clusters Score -1702972 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1708225.500000 Penalty: 4933.297363
	Iteration 1F: 3 clusters Score -1708226 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1708938.625000 Penalty: 4933.297363
	Iteration 2F: 3 clusters Score -1708939 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1709604.375000 Penalty: 4933.297363
	Iteration 3F: 3 clusters Score -1709604 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1710289.125000 Penalty: 4933.297363
	Iteration 4F: 3 clusters Score -1710289 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1711049.250000 Penalty: 4933.297363
	Iteration 5F: 3 clusters Score -1711049 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1711802.500000 Penalty: 4933.297363
	Iteration 6F: 3 clusters Score -1711802 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1712647.125000 Penalty: 4933.297363
	Iteration 7F: 3 clusters Score -1712647 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1713487.125000 Penalty: 4933.297363
	Iteration 8F: 3 clusters Score -1713487 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1714235.625000 Penalty: 4933.297363
	Iteration 9Q: 3 clusters Score -1714236 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1714878.125000 Penalty: 4933.297363
	Iteration 10Q: 3 clusters Score -1714878 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1715320.125000 Penalty: 4933.297363
	Iteration 11Q: 3 clusters Score -1715320 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1715695.000000 Penalty: 4933.297363
	Iteration 12Q: 3 clusters Score -1715695 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1715947.625000 Penalty: 4933.297363
	Iteration 13Q: 3 clusters Score -1715948 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1716139.750000 Penalty: 4933.297363
	Iteration 14Q: 3 clusters Score -1716140 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1716278.375000 Penalty: 4933.297363
	Iteration 15Q: 3 clusters Score -1716278 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1716353.000000 Penalty: 4933.297363
	Iteration 16Q: 3 clusters Score -1716353 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1716415.125000 Penalty: 4933.297363
	Iteration 17Q: 3 clusters Score -1716415 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1716483.125000 Penalty: 4933.297363
	Iteration 18Q: 3 clusters Score -1716483 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1716535.750000 Penalty: 4933.297363
	Iteration 19Q: 3 clusters Score -1716536 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1716575.500000 Penalty: 4933.297363
	Iteration 20F: 3 clusters Score -1716576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1716599.000000 Penalty: 4933.297363
	Iteration 21Q: 3 clusters Score -1716599 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1716625.125000 Penalty: 4933.297363
	Iteration 22Q: 3 clusters Score -1716625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1716642.250000 Penalty: 4933.297363
	Iteration 23Q: 3 clusters Score -1716642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1716656.750000 Penalty: 4933.297363
	Iteration 24Q: 3 clusters Score -1716657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1716662.125000 Penalty: 4933.297363
	Iteration 25Q: 3 clusters Score -1716662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1716677.375000 Penalty: 4933.297363
	Iteration 26Q: 3 clusters Score -1716677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1716676.250000 Penalty: 4933.297363
	Iteration 27Q: 3 clusters Score -1716676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1716683.875000 Penalty: 4933.297363
	Iteration 28Q: 3 clusters Score -1716684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1716695.625000 Penalty: 4933.297363
	Iteration 29Q: 3 clusters Score -1716696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1716696.750000 Penalty: 4933.297363
	Iteration 30Q: 3 clusters Score -1716697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1716694.375000 Penalty: 4933.297363
	Iteration 31Q: 3 clusters Score -1716694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1716692.375000 Penalty: 4933.297363
	Iteration 32Q: 3 clusters Score -1716692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1716696.875000 Penalty: 4933.297363
	Iteration 33Q: 3 clusters Score -1716697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1716696.750000 Penalty: 4933.297363
	Iteration 34Q: 3 clusters Score -1716697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1716693.875000 Penalty: 4933.297363
	Iteration 35Q: 3 clusters Score -1716694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1716696.750000 Penalty: 4933.297363
	Iteration 36Q: 3 clusters Score -1716697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1716695.250000 Penalty: 4933.297363
	Iteration 37Q: 3 clusters Score -1716695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1716697.625000 Penalty: 4933.297363
	Iteration 38Q: 3 clusters Score -1716698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1716701.250000 Penalty: 4933.297363
	Iteration 39Q: 3 clusters Score -1716701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1716702.000000 Penalty: 4933.297363
	Iteration 40F: 3 clusters Score -1716702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1716700.375000 Penalty: 4933.297363
	Iteration 41Q: 3 clusters Score -1716700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1716697.250000 Penalty: 4933.297363
	Iteration 42Q: 3 clusters Score -1716697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1716703.250000 Penalty: 4933.297363
	Iteration 43Q: 3 clusters Score -1716703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1716704.375000 Penalty: 4933.297363
	Iteration 44Q: 3 clusters Score -1716704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1716709.125000 Penalty: 4933.297363
	Iteration 45Q: 3 clusters Score -1716709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1716708.500000 Penalty: 4933.297363
	Iteration 46Q: 3 clusters Score -1716708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1716708.875000 Penalty: 4933.297363
	Iteration 47Q: 3 clusters Score -1716709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1716711.500000 Penalty: 4933.297363
	Iteration 48Q: 3 clusters Score -1716712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1716717.125000 Penalty: 4933.297363
	Iteration 49Q: 3 clusters Score -1716717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1716715.625000 Penalty: 4933.297363
	Iteration 50Q: 3 clusters Score -1716716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1716716.500000 Penalty: 4933.297363
	Iteration 51Q: 3 clusters Score -1716716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1716716.250000 Penalty: 4933.297363
	Iteration 52Q: 3 clusters Score -1716716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1716718.250000 Penalty: 4933.297363
	Iteration 53Q: 3 clusters Score -1716718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1716719.500000 Penalty: 4933.297363
	Iteration 54Q: 3 clusters Score -1716720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1716716.500000 Penalty: 4933.297363
	Iteration 55Q: 3 clusters Score -1716716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1716717.000000 Penalty: 4933.297363
	Iteration 56Q: 3 clusters Score -1716717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1716718.000000 Penalty: 4933.297363
	Iteration 57Q: 3 clusters Score -1716718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1716718.250000 Penalty: 4933.297363
	Iteration 58Q: 3 clusters Score -1716718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1716717.625000 Penalty: 4933.297363
	Iteration 59Q: 3 clusters Score -1716718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1716718.250000 Penalty: 4933.297363
	Iteration 60F: 3 clusters Score -1716718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1716720.875000 Penalty: 4933.297363
	Iteration 61Q: 3 clusters Score -1716721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1716722.875000 Penalty: 4933.297363
	Iteration 62Q: 3 clusters Score -1716723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1716727.625000 Penalty: 4933.297363
	Iteration 63Q: 3 clusters Score -1716728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1716727.500000 Penalty: 4933.297363
	Iteration 64Q: 3 clusters Score -1716728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1716727.125000 Penalty: 4933.297363
	Iteration 65Q: 3 clusters Score -1716727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1716727.625000 Penalty: 4933.297363
	Iteration 66Q: 3 clusters Score -1716728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1716726.625000 Penalty: 4933.297363
	Iteration 67Q: 3 clusters Score -1716727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1716730.375000 Penalty: 4933.297363
	Iteration 68Q: 3 clusters Score -1716730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1716732.500000 Penalty: 4933.297363
	Iteration 69Q: 3 clusters Score -1716732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1716729.500000 Penalty: 4933.297363
	Iteration 70Q: 3 clusters Score -1716730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1716728.750000 Penalty: 4933.297363
	Iteration 71Q: 3 clusters Score -1716729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1716732.125000 Penalty: 4933.297363
	Iteration 72Q: 3 clusters Score -1716732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1716730.750000 Penalty: 4933.297363
	Iteration 73Q: 3 clusters Score -1716731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1716737.750000 Penalty: 4933.297363
	Iteration 74Q: 3 clusters Score -1716738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1716736.250000 Penalty: 4933.297363
	Iteration 75Q: 3 clusters Score -1716736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1716735.750000 Penalty: 4933.297363
	Iteration 76Q: 3 clusters Score -1716736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1716733.750000 Penalty: 4933.297363
	Iteration 77Q: 3 clusters Score -1716734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1716731.250000 Penalty: 4933.297363
	Iteration 78Q: 3 clusters Score -1716731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1716737.000000 Penalty: 4933.297363
	Iteration 79Q: 3 clusters Score -1716737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1716737.750000 Penalty: 4933.297363
	Iteration 80F: 3 clusters Score -1716738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1716739.875000 Penalty: 4933.297363
	Iteration 81Q: 3 clusters Score -1716740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1716740.875000 Penalty: 4933.297363
	Iteration 82Q: 3 clusters Score -1716741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1716741.375000 Penalty: 4933.297363
	Iteration 83Q: 3 clusters Score -1716741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1716744.500000 Penalty: 4933.297363
	Iteration 84Q: 3 clusters Score -1716744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1716746.500000 Penalty: 4933.297363
	Iteration 85Q: 3 clusters Score -1716746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1716745.125000 Penalty: 4933.297363
	Iteration 86Q: 3 clusters Score -1716745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1716743.250000 Penalty: 4933.297363
	Iteration 87Q: 3 clusters Score -1716743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1716742.750000 Penalty: 4933.297363
	Iteration 88Q: 3 clusters Score -1716743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1716742.750000 Penalty: 4933.297363
	Iteration 89F: 3 clusters Score -1716743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Entering Unmasked Estep 
Score: -650935.000000 Penalty: 2246.096191
	Iteration 0F: 2 clusters Score -650935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -644236.875000 Penalty: 4492.192383
	Iteration 0F: 3 clusters Score -644236.9 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -646425.937500 Penalty: 4492.192383
	Iteration 1F: 3 clusters Score -646425.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -646934.312500 Penalty: 4492.192383
	Iteration 2F: 3 clusters Score -646934.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -647328.375000 Penalty: 4492.192383
	Iteration 3F: 3 clusters Score -647328.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -647659.250000 Penalty: 4492.192383
	Iteration 4F: 3 clusters Score -647659.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -647969.625000 Penalty: 4492.192383
	Iteration 5F: 3 clusters Score -647969.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -648248.312500 Penalty: 4492.192383
	Iteration 6Q: 3 clusters Score -648248.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -648466.375000 Penalty: 4492.192383
	Iteration 7Q: 3 clusters Score -648466.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -648653.500000 Penalty: 4492.192383
	Iteration 8Q: 3 clusters Score -648653.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -648821.500000 Penalty: 4492.192383
	Iteration 9Q: 3 clusters Score -648821.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -648956.312500 Penalty: 4492.192383
	Iteration 10Q: 3 clusters Score -648956.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -649055.562500 Penalty: 4492.192383
	Iteration 11Q: 3 clusters Score -649055.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -649128.125000 Penalty: 4492.192383
	Iteration 12Q: 3 clusters Score -649128.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -649176.875000 Penalty: 4492.192383
	Iteration 13Q: 3 clusters Score -649176.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -649206.437500 Penalty: 4492.192383
	Iteration 14Q: 3 clusters Score -649206.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -649224.375000 Penalty: 4492.192383
	Iteration 15Q: 3 clusters Score -649224.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -649243.625000 Penalty: 4492.192383
	Iteration 16Q: 3 clusters Score -649243.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -649264.062500 Penalty: 4492.192383
	Iteration 17Q: 3 clusters Score -649264.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -649287.312500 Penalty: 4492.192383
	Iteration 18Q: 3 clusters Score -649287.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -649317.375000 Penalty: 4492.192383
	Iteration 19Q: 3 clusters Score -649317.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -649341.812500 Penalty: 4492.192383
	Iteration 20F: 3 clusters Score -649341.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -649365.000000 Penalty: 4492.192383
	Iteration 21Q: 3 clusters Score -649365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -649383.937500 Penalty: 4492.192383
	Iteration 22Q: 3 clusters Score -649383.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -649411.812500 Penalty: 4492.192383
	Iteration 23Q: 3 clusters Score -649411.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -649441.625000 Penalty: 4492.192383
	Iteration 24Q: 3 clusters Score -649441.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -649473.625000 Penalty: 4492.192383
	Iteration 25Q: 3 clusters Score -649473.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -649506.000000 Penalty: 4492.192383
	Iteration 26Q: 3 clusters Score -649506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -649533.437500 Penalty: 4492.192383
	Iteration 27Q: 3 clusters Score -649533.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -649567.625000 Penalty: 4492.192383
	Iteration 28Q: 3 clusters Score -649567.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -649593.062500 Penalty: 4492.192383
	Iteration 29Q: 3 clusters Score -649593.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -649618.000000 Penalty: 4492.192383
	Iteration 30Q: 3 clusters Score -649618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -649652.687500 Penalty: 4492.192383
	Iteration 31Q: 3 clusters Score -649652.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -649679.000000 Penalty: 4492.192383
	Iteration 32Q: 3 clusters Score -649679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -649710.062500 Penalty: 4492.192383
	Iteration 33Q: 3 clusters Score -649710.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -649737.312500 Penalty: 4492.192383
	Iteration 34Q: 3 clusters Score -649737.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -649753.437500 Penalty: 4492.192383
	Iteration 35Q: 3 clusters Score -649753.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -649761.250000 Penalty: 4492.192383
	Iteration 36Q: 3 clusters Score -649761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -649763.812500 Penalty: 4492.192383
	Iteration 37Q: 3 clusters Score -649763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -649767.687500 Penalty: 4492.192383
	Iteration 38Q: 3 clusters Score -649767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -649770.687500 Penalty: 4492.192383
	Iteration 39Q: 3 clusters Score -649770.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -649777.500000 Penalty: 4492.192383
	Iteration 40F: 3 clusters Score -649777.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -649783.000000 Penalty: 4492.192383
	Iteration 41Q: 3 clusters Score -649783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -649787.375000 Penalty: 4492.192383
	Iteration 42Q: 3 clusters Score -649787.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -649791.937500 Penalty: 4492.192383
	Iteration 43Q: 3 clusters Score -649791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -649796.250000 Penalty: 4492.192383
	Iteration 44Q: 3 clusters Score -649796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -649799.562500 Penalty: 4492.192383
	Iteration 45Q: 3 clusters Score -649799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -649802.187500 Penalty: 4492.192383
	Iteration 46Q: 3 clusters Score -649802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -649806.750000 Penalty: 4492.192383
	Iteration 47Q: 3 clusters Score -649806.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -649812.375000 Penalty: 4492.192383
	Iteration 48Q: 3 clusters Score -649812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -649816.750000 Penalty: 4492.192383
	Iteration 49Q: 3 clusters Score -649816.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -649821.625000 Penalty: 4492.192383
	Iteration 50Q: 3 clusters Score -649821.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -649822.062500 Penalty: 4492.192383
	Iteration 51Q: 3 clusters Score -649822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -649824.812500 Penalty: 4492.192383
	Iteration 52Q: 3 clusters Score -649824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -649827.062500 Penalty: 4492.192383
	Iteration 53Q: 3 clusters Score -649827.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -649830.875000 Penalty: 4492.192383
	Iteration 54Q: 3 clusters Score -649830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -649834.125000 Penalty: 4492.192383
	Iteration 55Q: 3 clusters Score -649834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -649835.812500 Penalty: 4492.192383
	Iteration 56Q: 3 clusters Score -649835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -649838.875000 Penalty: 4492.192383
	Iteration 57Q: 3 clusters Score -649838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -649841.875000 Penalty: 4492.192383
	Iteration 58Q: 3 clusters Score -649841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -649842.375000 Penalty: 4492.192383
	Iteration 59Q: 3 clusters Score -649842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -649842.375000 Penalty: 4492.192383
	Iteration 60F: 3 clusters Score -649842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Entering Unmasked Estep 
Score: -1231656.375000 Penalty: 2389.760498
	Iteration 0F: 2 clusters Score -1231656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1220692.625000 Penalty: 4779.520996
	Iteration 0F: 3 clusters Score -1220693 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1224388.375000 Penalty: 4779.520996
	Iteration 1F: 3 clusters Score -1224388 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1224899.375000 Penalty: 4779.520996
	Iteration 2F: 3 clusters Score -1224899 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1225408.250000 Penalty: 4779.520996
	Iteration 3F: 3 clusters Score -1225408 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1225945.000000 Penalty: 4779.520996
	Iteration 4F: 3 clusters Score -1225945 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1226586.125000 Penalty: 4779.520996
	Iteration 5F: 3 clusters Score -1226586 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1227404.500000 Penalty: 4779.520996
	Iteration 6F: 3 clusters Score -1227404 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1228252.125000 Penalty: 4779.520996
	Iteration 7F: 3 clusters Score -1228252 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1228989.625000 Penalty: 4779.520996
	Iteration 8F: 3 clusters Score -1228990 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1229449.875000 Penalty: 4779.520996
	Iteration 9Q: 3 clusters Score -1229450 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1229664.375000 Penalty: 4779.520996
	Iteration 10Q: 3 clusters Score -1229664 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1229778.375000 Penalty: 4779.520996
	Iteration 11Q: 3 clusters Score -1229778 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1229836.000000 Penalty: 4779.520996
	Iteration 12Q: 3 clusters Score -1229836 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1229865.750000 Penalty: 4779.520996
	Iteration 13Q: 3 clusters Score -1229866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1229889.750000 Penalty: 4779.520996
	Iteration 14Q: 3 clusters Score -1229890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1229906.250000 Penalty: 4779.520996
	Iteration 15Q: 3 clusters Score -1229906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1229922.500000 Penalty: 4779.520996
	Iteration 16Q: 3 clusters Score -1229922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1229939.750000 Penalty: 4779.520996
	Iteration 17Q: 3 clusters Score -1229940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1229947.625000 Penalty: 4779.520996
	Iteration 18Q: 3 clusters Score -1229948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1229958.875000 Penalty: 4779.520996
	Iteration 19Q: 3 clusters Score -1229959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1229964.375000 Penalty: 4779.520996
	Iteration 20F: 3 clusters Score -1229964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1229973.250000 Penalty: 4779.520996
	Iteration 21Q: 3 clusters Score -1229973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1229980.375000 Penalty: 4779.520996
	Iteration 22Q: 3 clusters Score -1229980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1229989.375000 Penalty: 4779.520996
	Iteration 23Q: 3 clusters Score -1229989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1229986.000000 Penalty: 4779.520996
	Iteration 24Q: 3 clusters Score -1229986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1229994.000000 Penalty: 4779.520996
	Iteration 25Q: 3 clusters Score -1229994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1229998.750000 Penalty: 4779.520996
	Iteration 26Q: 3 clusters Score -1229999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1229997.750000 Penalty: 4779.520996
	Iteration 27Q: 3 clusters Score -1229998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1229994.875000 Penalty: 4779.520996
	Iteration 28Q: 3 clusters Score -1229995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1229996.375000 Penalty: 4779.520996
	Iteration 29Q: 3 clusters Score -1229996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1229997.625000 Penalty: 4779.520996
	Iteration 30Q: 3 clusters Score -1229998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1229995.500000 Penalty: 4779.520996
	Iteration 31Q: 3 clusters Score -1229996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1229997.625000 Penalty: 4779.520996
	Iteration 32Q: 3 clusters Score -1229998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1229997.750000 Penalty: 4779.520996
	Iteration 33Q: 3 clusters Score -1229998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1229999.250000 Penalty: 4779.520996
	Iteration 34Q: 3 clusters Score -1229999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1229997.625000 Penalty: 4779.520996
	Iteration 35Q: 3 clusters Score -1229998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1230002.500000 Penalty: 4779.520996
	Iteration 36Q: 3 clusters Score -1230002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1230002.750000 Penalty: 4779.520996
	Iteration 37Q: 3 clusters Score -1230003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1230001.500000 Penalty: 4779.520996
	Iteration 38Q: 3 clusters Score -1230002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1230001.500000 Penalty: 4779.520996
	Iteration 39Q: 3 clusters Score -1230002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1230003.000000 Penalty: 4779.520996
	Iteration 40F: 3 clusters Score -1230003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1230004.625000 Penalty: 4779.520996
	Iteration 41Q: 3 clusters Score -1230005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1230001.625000 Penalty: 4779.520996
	Iteration 42Q: 3 clusters Score -1230002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1230001.625000 Penalty: 4779.520996
	Iteration 43F: 3 clusters Score -1230002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -406030.343750 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -406030.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -401747.406250 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -401747.4 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -402727.125000 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -402727.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -402913.531250 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -402913.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -403012.531250 Penalty: 4187.037109
	Iteration 3Q: 3 clusters Score -403012.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -403069.531250 Penalty: 4187.037109
	Iteration 4Q: 3 clusters Score -403069.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -403107.812500 Penalty: 4187.037109
	Iteration 5Q: 3 clusters Score -403107.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -403141.656250 Penalty: 4187.037109
	Iteration 6Q: 3 clusters Score -403141.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -403172.531250 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -403172.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -403206.687500 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -403206.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -403247.937500 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -403247.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -403279.218750 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -403279.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -403309.093750 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -403309.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -403335.625000 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -403335.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -403362.875000 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -403362.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -403390.437500 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -403390.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -403418.187500 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -403418.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -403441.625000 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -403441.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -403463.343750 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -403463.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -403484.500000 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -403484.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -403509.187500 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -403509.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -403536.468750 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -403536.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -403561.968750 Penalty: 4187.037109
	Iteration 21Q: 3 clusters Score -403562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -403590.312500 Penalty: 4187.037109
	Iteration 22Q: 3 clusters Score -403590.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -403622.406250 Penalty: 4187.037109
	Iteration 23Q: 3 clusters Score -403622.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -403647.062500 Penalty: 4187.037109
	Iteration 24Q: 3 clusters Score -403647.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -403674.312500 Penalty: 4187.037109
	Iteration 25Q: 3 clusters Score -403674.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -403699.718750 Penalty: 4187.037109
	Iteration 26Q: 3 clusters Score -403699.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -403729.375000 Penalty: 4187.037109
	Iteration 27Q: 3 clusters Score -403729.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -403761.093750 Penalty: 4187.037109
	Iteration 28Q: 3 clusters Score -403761.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -403796.781250 Penalty: 4187.037109
	Iteration 29Q: 3 clusters Score -403796.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -403825.781250 Penalty: 4187.037109
	Iteration 30Q: 3 clusters Score -403825.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -403854.531250 Penalty: 4187.037109
	Iteration 31Q: 3 clusters Score -403854.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -403876.500000 Penalty: 4187.037109
	Iteration 32Q: 3 clusters Score -403876.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -403905.250000 Penalty: 4187.037109
	Iteration 33Q: 3 clusters Score -403905.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -403922.562500 Penalty: 4187.037109
	Iteration 34Q: 3 clusters Score -403922.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -403934.843750 Penalty: 4187.037109
	Iteration 35Q: 3 clusters Score -403934.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -403948.937500 Penalty: 4187.037109
	Iteration 36Q: 3 clusters Score -403948.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -403963.312500 Penalty: 4187.037109
	Iteration 37Q: 3 clusters Score -403963.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -403976.125000 Penalty: 4187.037109
	Iteration 38Q: 3 clusters Score -403976.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -403987.906250 Penalty: 4187.037109
	Iteration 39Q: 3 clusters Score -403987.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -404000.968750 Penalty: 4187.037109
	Iteration 40F: 3 clusters Score -404001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -404020.468750 Penalty: 4187.037109
	Iteration 41Q: 3 clusters Score -404020.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -404033.500000 Penalty: 4187.037109
	Iteration 42Q: 3 clusters Score -404033.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -404044.312500 Penalty: 4187.037109
	Iteration 43Q: 3 clusters Score -404044.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -404050.968750 Penalty: 4187.037109
	Iteration 44Q: 3 clusters Score -404051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -404053.218750 Penalty: 4187.037109
	Iteration 45Q: 3 clusters Score -404053.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -404058.093750 Penalty: 4187.037109
	Iteration 46Q: 3 clusters Score -404058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -404060.468750 Penalty: 4187.037109
	Iteration 47Q: 3 clusters Score -404060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -404062.187500 Penalty: 4187.037109
	Iteration 48Q: 3 clusters Score -404062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -404065.718750 Penalty: 4187.037109
	Iteration 49Q: 3 clusters Score -404065.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -404069.875000 Penalty: 4187.037109
	Iteration 50Q: 3 clusters Score -404069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -404076.187500 Penalty: 4187.037109
	Iteration 51Q: 3 clusters Score -404076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -404080.312500 Penalty: 4187.037109
	Iteration 52Q: 3 clusters Score -404080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -404085.125000 Penalty: 4187.037109
	Iteration 53Q: 3 clusters Score -404085.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -404091.781250 Penalty: 4187.037109
	Iteration 54Q: 3 clusters Score -404091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -404099.156250 Penalty: 4187.037109
	Iteration 55Q: 3 clusters Score -404099.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -404108.531250 Penalty: 4187.037109
	Iteration 56Q: 3 clusters Score -404108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -404112.468750 Penalty: 4187.037109
	Iteration 57Q: 3 clusters Score -404112.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -404117.843750 Penalty: 4187.037109
	Iteration 58Q: 3 clusters Score -404117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -404119.875000 Penalty: 4187.037109
	Iteration 59Q: 3 clusters Score -404119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -404121.093750 Penalty: 4187.037109
	Iteration 60F: 3 clusters Score -404121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -404122.875000 Penalty: 4187.037109
	Iteration 61Q: 3 clusters Score -404122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -404123.000000 Penalty: 4187.037109
	Iteration 62Q: 3 clusters Score -404123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -404123.718750 Penalty: 4187.037109
	Iteration 63Q: 3 clusters Score -404123.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -404123.718750 Penalty: 4187.037109
	Iteration 64F: 3 clusters Score -404123.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Entering Unmasked Estep 
Score: -2056079.500000 Penalty: 2499.247070
	Iteration 0F: 2 clusters Score -2056080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2039635.250000 Penalty: 4998.494141
	Iteration 0F: 3 clusters Score -2039635 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2045323.625000 Penalty: 4998.494141
	Iteration 1F: 3 clusters Score -2045324 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2045905.375000 Penalty: 4998.494141
	Iteration 2F: 3 clusters Score -2045905 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2046411.750000 Penalty: 4998.494141
	Iteration 3F: 3 clusters Score -2046412 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2046885.250000 Penalty: 4998.494141
	Iteration 4Q: 3 clusters Score -2046885 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2047363.250000 Penalty: 4998.494141
	Iteration 5Q: 3 clusters Score -2047363 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2047949.375000 Penalty: 4998.494141
	Iteration 6Q: 3 clusters Score -2047949 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2048650.375000 Penalty: 4998.494141
	Iteration 7F: 3 clusters Score -2048650 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2049441.750000 Penalty: 4998.494141
	Iteration 8F: 3 clusters Score -2049442 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2050254.125000 Penalty: 4998.494141
	Iteration 9F: 3 clusters Score -2050254 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2051002.750000 Penalty: 4998.494141
	Iteration 10Q: 3 clusters Score -2051003 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2051691.000000 Penalty: 4998.494141
	Iteration 11Q: 3 clusters Score -2051691 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2052247.375000 Penalty: 4998.494141
	Iteration 12Q: 3 clusters Score -2052247 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2052644.375000 Penalty: 4998.494141
	Iteration 13Q: 3 clusters Score -2052644 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2052943.875000 Penalty: 4998.494141
	Iteration 14Q: 3 clusters Score -2052944 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2053161.375000 Penalty: 4998.494141
	Iteration 15Q: 3 clusters Score -2053161 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2053320.875000 Penalty: 4998.494141
	Iteration 16Q: 3 clusters Score -2053321 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2053451.125000 Penalty: 4998.494141
	Iteration 17Q: 3 clusters Score -2053451 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2053553.875000 Penalty: 4998.494141
	Iteration 18Q: 3 clusters Score -2053554 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2053629.250000 Penalty: 4998.494141
	Iteration 19Q: 3 clusters Score -2053629 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2053707.750000 Penalty: 4998.494141
	Iteration 20F: 3 clusters Score -2053708 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2053760.500000 Penalty: 4998.494141
	Iteration 21Q: 3 clusters Score -2053760 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2053781.125000 Penalty: 4998.494141
	Iteration 22Q: 3 clusters Score -2053781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2053796.500000 Penalty: 4998.494141
	Iteration 23Q: 3 clusters Score -2053796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2053807.375000 Penalty: 4998.494141
	Iteration 24Q: 3 clusters Score -2053807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2053823.750000 Penalty: 4998.494141
	Iteration 25Q: 3 clusters Score -2053824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2053835.250000 Penalty: 4998.494141
	Iteration 26Q: 3 clusters Score -2053835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2053838.625000 Penalty: 4998.494141
	Iteration 27Q: 3 clusters Score -2053839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2053850.625000 Penalty: 4998.494141
	Iteration 28Q: 3 clusters Score -2053851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2053863.250000 Penalty: 4998.494141
	Iteration 29Q: 3 clusters Score -2053863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2053873.625000 Penalty: 4998.494141
	Iteration 30Q: 3 clusters Score -2053874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2053879.125000 Penalty: 4998.494141
	Iteration 31Q: 3 clusters Score -2053879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2053885.375000 Penalty: 4998.494141
	Iteration 32Q: 3 clusters Score -2053885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2053886.875000 Penalty: 4998.494141
	Iteration 33Q: 3 clusters Score -2053887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2053890.875000 Penalty: 4998.494141
	Iteration 34Q: 3 clusters Score -2053891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2053897.375000 Penalty: 4998.494141
	Iteration 35Q: 3 clusters Score -2053897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2053903.375000 Penalty: 4998.494141
	Iteration 36Q: 3 clusters Score -2053903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2053906.875000 Penalty: 4998.494141
	Iteration 37Q: 3 clusters Score -2053907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2053915.375000 Penalty: 4998.494141
	Iteration 38Q: 3 clusters Score -2053915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2053925.000000 Penalty: 4998.494141
	Iteration 39Q: 3 clusters Score -2053925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2053929.000000 Penalty: 4998.494141
	Iteration 40F: 3 clusters Score -2053929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2053935.625000 Penalty: 4998.494141
	Iteration 41Q: 3 clusters Score -2053936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2053940.875000 Penalty: 4998.494141
	Iteration 42Q: 3 clusters Score -2053941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2053949.625000 Penalty: 4998.494141
	Iteration 43Q: 3 clusters Score -2053950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2053947.750000 Penalty: 4998.494141
	Iteration 44Q: 3 clusters Score -2053948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2053954.250000 Penalty: 4998.494141
	Iteration 45Q: 3 clusters Score -2053954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2053958.125000 Penalty: 4998.494141
	Iteration 46Q: 3 clusters Score -2053958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2053964.375000 Penalty: 4998.494141
	Iteration 47Q: 3 clusters Score -2053964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2053964.750000 Penalty: 4998.494141
	Iteration 48Q: 3 clusters Score -2053965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2053970.375000 Penalty: 4998.494141
	Iteration 49Q: 3 clusters Score -2053970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2053974.750000 Penalty: 4998.494141
	Iteration 50Q: 3 clusters Score -2053975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2053979.125000 Penalty: 4998.494141
	Iteration 51Q: 3 clusters Score -2053979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2053982.875000 Penalty: 4998.494141
	Iteration 52Q: 3 clusters Score -2053983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2053982.250000 Penalty: 4998.494141
	Iteration 53Q: 3 clusters Score -2053982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2053984.375000 Penalty: 4998.494141
	Iteration 54Q: 3 clusters Score -2053984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2053984.625000 Penalty: 4998.494141
	Iteration 55Q: 3 clusters Score -2053985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2053986.750000 Penalty: 4998.494141
	Iteration 56Q: 3 clusters Score -2053987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2053989.750000 Penalty: 4998.494141
	Iteration 57Q: 3 clusters Score -2053990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2053990.875000 Penalty: 4998.494141
	Iteration 58Q: 3 clusters Score -2053991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2053988.875000 Penalty: 4998.494141
	Iteration 59Q: 3 clusters Score -2053989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2053993.250000 Penalty: 4998.494141
	Iteration 60F: 3 clusters Score -2053993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2053996.250000 Penalty: 4998.494141
	Iteration 61Q: 3 clusters Score -2053996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2054000.250000 Penalty: 4998.494141
	Iteration 62Q: 3 clusters Score -2054000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2054007.125000 Penalty: 4998.494141
	Iteration 63Q: 3 clusters Score -2054007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2054010.000000 Penalty: 4998.494141
	Iteration 64Q: 3 clusters Score -2054010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2054009.000000 Penalty: 4998.494141
	Iteration 65Q: 3 clusters Score -2054009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2054007.750000 Penalty: 4998.494141
	Iteration 66Q: 3 clusters Score -2054008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2054007.750000 Penalty: 4998.494141
	Iteration 67F: 3 clusters Score -2054008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -398000.812500 Penalty: 2087.891846
	Iteration 0F: 2 clusters Score -398000.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -393763.875000 Penalty: 4175.783691
	Iteration 0F: 3 clusters Score -393763.9 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -394737.500000 Penalty: 4175.783691
	Iteration 1F: 3 clusters Score -394737.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -394919.531250 Penalty: 4175.783691
	Iteration 2F: 3 clusters Score -394919.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -395032.843750 Penalty: 4175.783691
	Iteration 3Q: 3 clusters Score -395032.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -395114.593750 Penalty: 4175.783691
	Iteration 4Q: 3 clusters Score -395114.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -395176.218750 Penalty: 4175.783691
	Iteration 5Q: 3 clusters Score -395176.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -395223.656250 Penalty: 4175.783691
	Iteration 6Q: 3 clusters Score -395223.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -395267.906250 Penalty: 4175.783691
	Iteration 7Q: 3 clusters Score -395267.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -395307.062500 Penalty: 4175.783691
	Iteration 8Q: 3 clusters Score -395307.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -395345.500000 Penalty: 4175.783691
	Iteration 9Q: 3 clusters Score -395345.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -395384.125000 Penalty: 4175.783691
	Iteration 10Q: 3 clusters Score -395384.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -395423.406250 Penalty: 4175.783691
	Iteration 11Q: 3 clusters Score -395423.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -395456.343750 Penalty: 4175.783691
	Iteration 12Q: 3 clusters Score -395456.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -395488.781250 Penalty: 4175.783691
	Iteration 13Q: 3 clusters Score -395488.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -395516.750000 Penalty: 4175.783691
	Iteration 14Q: 3 clusters Score -395516.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -395545.843750 Penalty: 4175.783691
	Iteration 15Q: 3 clusters Score -395545.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -395574.062500 Penalty: 4175.783691
	Iteration 16Q: 3 clusters Score -395574.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -395606.906250 Penalty: 4175.783691
	Iteration 17Q: 3 clusters Score -395606.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -395653.625000 Penalty: 4175.783691
	Iteration 18Q: 3 clusters Score -395653.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -395702.625000 Penalty: 4175.783691
	Iteration 19Q: 3 clusters Score -395702.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -395748.843750 Penalty: 4175.783691
	Iteration 20F: 3 clusters Score -395748.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -395792.031250 Penalty: 4175.783691
	Iteration 21Q: 3 clusters Score -395792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -395838.468750 Penalty: 4175.783691
	Iteration 22Q: 3 clusters Score -395838.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -395882.875000 Penalty: 4175.783691
	Iteration 23Q: 3 clusters Score -395882.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -395921.406250 Penalty: 4175.783691
	Iteration 24Q: 3 clusters Score -395921.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -395962.531250 Penalty: 4175.783691
	Iteration 25Q: 3 clusters Score -395962.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -396007.156250 Penalty: 4175.783691
	Iteration 26Q: 3 clusters Score -396007.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -396044.781250 Penalty: 4175.783691
	Iteration 27Q: 3 clusters Score -396044.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -396081.500000 Penalty: 4175.783691
	Iteration 28Q: 3 clusters Score -396081.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -396110.250000 Penalty: 4175.783691
	Iteration 29Q: 3 clusters Score -396110.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -396126.812500 Penalty: 4175.783691
	Iteration 30Q: 3 clusters Score -396126.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -396136.468750 Penalty: 4175.783691
	Iteration 31Q: 3 clusters Score -396136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -396144.937500 Penalty: 4175.783691
	Iteration 32Q: 3 clusters Score -396144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -396154.062500 Penalty: 4175.783691
	Iteration 33Q: 3 clusters Score -396154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -396162.656250 Penalty: 4175.783691
	Iteration 34Q: 3 clusters Score -396162.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -396169.968750 Penalty: 4175.783691
	Iteration 35Q: 3 clusters Score -396170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -396177.875000 Penalty: 4175.783691
	Iteration 36Q: 3 clusters Score -396177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -396182.781250 Penalty: 4175.783691
	Iteration 37Q: 3 clusters Score -396182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -396189.125000 Penalty: 4175.783691
	Iteration 38Q: 3 clusters Score -396189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -396193.156250 Penalty: 4175.783691
	Iteration 39Q: 3 clusters Score -396193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -396195.062500 Penalty: 4175.783691
	Iteration 40F: 3 clusters Score -396195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -396196.281250 Penalty: 4175.783691
	Iteration 41Q: 3 clusters Score -396196.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -396196.281250 Penalty: 4175.783691
	Iteration 42F: 3 clusters Score -396196.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -274967.312500 Penalty: 2052.924316
	Iteration 0F: 2 clusters Score -274967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -271109.625000 Penalty: 4105.848633
	Iteration 0F: 3 clusters Score -271109.6 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -272064.687500 Penalty: 4105.848633
	Iteration 1F: 3 clusters Score -272064.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -272391.125000 Penalty: 4105.848633
	Iteration 2F: 3 clusters Score -272391.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -272678.625000 Penalty: 4105.848633
	Iteration 3F: 3 clusters Score -272678.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -273005.531250 Penalty: 4105.848633
	Iteration 4F: 3 clusters Score -273005.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -273332.781250 Penalty: 4105.848633
	Iteration 5F: 3 clusters Score -273332.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -273597.812500 Penalty: 4105.848633
	Iteration 6F: 3 clusters Score -273597.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -273817.968750 Penalty: 4105.848633
	Iteration 7F: 3 clusters Score -273818 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -273949.218750 Penalty: 4105.848633
	Iteration 8Q: 3 clusters Score -273949.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -274049.250000 Penalty: 4105.848633
	Iteration 9Q: 3 clusters Score -274049.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -274124.843750 Penalty: 4105.848633
	Iteration 10Q: 3 clusters Score -274124.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -274172.531250 Penalty: 4105.848633
	Iteration 11Q: 3 clusters Score -274172.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274207.562500 Penalty: 4105.848633
	Iteration 12Q: 3 clusters Score -274207.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -274253.437500 Penalty: 4105.848633
	Iteration 13Q: 3 clusters Score -274253.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -274301.593750 Penalty: 4105.848633
	Iteration 14Q: 3 clusters Score -274301.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -274353.437500 Penalty: 4105.848633
	Iteration 15Q: 3 clusters Score -274353.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -274398.375000 Penalty: 4105.848633
	Iteration 16Q: 3 clusters Score -274398.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -274428.500000 Penalty: 4105.848633
	Iteration 17Q: 3 clusters Score -274428.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -274451.218750 Penalty: 4105.848633
	Iteration 18Q: 3 clusters Score -274451.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -274474.125000 Penalty: 4105.848633
	Iteration 19Q: 3 clusters Score -274474.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -274491.281250 Penalty: 4105.848633
	Iteration 20F: 3 clusters Score -274491.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -274504.250000 Penalty: 4105.848633
	Iteration 21Q: 3 clusters Score -274504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -274512.218750 Penalty: 4105.848633
	Iteration 22Q: 3 clusters Score -274512.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -274516.562500 Penalty: 4105.848633
	Iteration 23Q: 3 clusters Score -274516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -274518.156250 Penalty: 4105.848633
	Iteration 24Q: 3 clusters Score -274518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -274520.000000 Penalty: 4105.848633
	Iteration 25Q: 3 clusters Score -274520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -274522.062500 Penalty: 4105.848633
	Iteration 26Q: 3 clusters Score -274522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -274522.218750 Penalty: 4105.848633
	Iteration 27Q: 3 clusters Score -274522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274522.437500 Penalty: 4105.848633
	Iteration 28Q: 3 clusters Score -274522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -274522.812500 Penalty: 4105.848633
	Iteration 29Q: 3 clusters Score -274522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -274522.812500 Penalty: 4105.848633
	Iteration 30F: 3 clusters Score -274522.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Entering Unmasked Estep 
Score: -849204.375000 Penalty: 2278.926270
	Iteration 0F: 2 clusters Score -849204.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -841747.750000 Penalty: 4557.852539
	Iteration 0F: 3 clusters Score -841747.8 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -843891.937500 Penalty: 4557.852539
	Iteration 1F: 3 clusters Score -843891.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -844169.500000 Penalty: 4557.852539
	Iteration 2F: 3 clusters Score -844169.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -844352.125000 Penalty: 4557.852539
	Iteration 3Q: 3 clusters Score -844352.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -844511.125000 Penalty: 4557.852539
	Iteration 4Q: 3 clusters Score -844511.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -844639.875000 Penalty: 4557.852539
	Iteration 5Q: 3 clusters Score -844639.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -844767.187500 Penalty: 4557.852539
	Iteration 6Q: 3 clusters Score -844767.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -844903.625000 Penalty: 4557.852539
	Iteration 7Q: 3 clusters Score -844903.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -845057.875000 Penalty: 4557.852539
	Iteration 8Q: 3 clusters Score -845057.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -845254.500000 Penalty: 4557.852539
	Iteration 9Q: 3 clusters Score -845254.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -845483.375000 Penalty: 4557.852539
	Iteration 10Q: 3 clusters Score -845483.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -845764.687500 Penalty: 4557.852539
	Iteration 11Q: 3 clusters Score -845764.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -846061.750000 Penalty: 4557.852539
	Iteration 12Q: 3 clusters Score -846061.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -846331.875000 Penalty: 4557.852539
	Iteration 13Q: 3 clusters Score -846331.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -846587.312500 Penalty: 4557.852539
	Iteration 14Q: 3 clusters Score -846587.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -846773.937500 Penalty: 4557.852539
	Iteration 15Q: 3 clusters Score -846773.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -846881.437500 Penalty: 4557.852539
	Iteration 16Q: 3 clusters Score -846881.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -846960.875000 Penalty: 4557.852539
	Iteration 17Q: 3 clusters Score -846960.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -847024.687500 Penalty: 4557.852539
	Iteration 18Q: 3 clusters Score -847024.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -847066.062500 Penalty: 4557.852539
	Iteration 19Q: 3 clusters Score -847066.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -847109.375000 Penalty: 4557.852539
	Iteration 20F: 3 clusters Score -847109.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -847137.937500 Penalty: 4557.852539
	Iteration 21Q: 3 clusters Score -847137.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -847157.062500 Penalty: 4557.852539
	Iteration 22Q: 3 clusters Score -847157.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -847164.750000 Penalty: 4557.852539
	Iteration 23Q: 3 clusters Score -847164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -847180.062500 Penalty: 4557.852539
	Iteration 24Q: 3 clusters Score -847180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -847185.625000 Penalty: 4557.852539
	Iteration 25Q: 3 clusters Score -847185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -847189.562500 Penalty: 4557.852539
	Iteration 26Q: 3 clusters Score -847189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -847189.562500 Penalty: 4557.852539
	Iteration 27F: 3 clusters Score -847189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Entering Unmasked Estep 
Score: -838412.437500 Penalty: 2274.144043
	Iteration 0F: 2 clusters Score -838412.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -830938.000000 Penalty: 4548.288086
	Iteration 0F: 3 clusters Score -830938 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -833091.562500 Penalty: 4548.288086
	Iteration 1F: 3 clusters Score -833091.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -833368.687500 Penalty: 4548.288086
	Iteration 2F: 3 clusters Score -833368.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -833605.312500 Penalty: 4548.288086
	Iteration 3F: 3 clusters Score -833605.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -833796.000000 Penalty: 4548.288086
	Iteration 4Q: 3 clusters Score -833796 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -833980.812500 Penalty: 4548.288086
	Iteration 5Q: 3 clusters Score -833980.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -834204.937500 Penalty: 4548.288086
	Iteration 6Q: 3 clusters Score -834204.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -834515.500000 Penalty: 4548.288086
	Iteration 7Q: 3 clusters Score -834515.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -834882.625000 Penalty: 4548.288086
	Iteration 8F: 3 clusters Score -834882.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -835283.875000 Penalty: 4548.288086
	Iteration 9F: 3 clusters Score -835283.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -835651.000000 Penalty: 4548.288086
	Iteration 10Q: 3 clusters Score -835651 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -835949.187500 Penalty: 4548.288086
	Iteration 11Q: 3 clusters Score -835949.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -836159.000000 Penalty: 4548.288086
	Iteration 12Q: 3 clusters Score -836159 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -836311.187500 Penalty: 4548.288086
	Iteration 13Q: 3 clusters Score -836311.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -836415.812500 Penalty: 4548.288086
	Iteration 14Q: 3 clusters Score -836415.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -836495.125000 Penalty: 4548.288086
	Iteration 15Q: 3 clusters Score -836495.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -836562.187500 Penalty: 4548.288086
	Iteration 16Q: 3 clusters Score -836562.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -836602.687500 Penalty: 4548.288086
	Iteration 17Q: 3 clusters Score -836602.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -836628.625000 Penalty: 4548.288086
	Iteration 18Q: 3 clusters Score -836628.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -836644.750000 Penalty: 4548.288086
	Iteration 19Q: 3 clusters Score -836644.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -836659.437500 Penalty: 4548.288086
	Iteration 20F: 3 clusters Score -836659.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -836668.625000 Penalty: 4548.288086
	Iteration 21Q: 3 clusters Score -836668.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -836678.687500 Penalty: 4548.288086
	Iteration 22Q: 3 clusters Score -836678.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -836687.812500 Penalty: 4548.288086
	Iteration 23Q: 3 clusters Score -836687.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -836701.250000 Penalty: 4548.288086
	Iteration 24Q: 3 clusters Score -836701.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -836704.375000 Penalty: 4548.288086
	Iteration 25Q: 3 clusters Score -836704.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -836710.812500 Penalty: 4548.288086
	Iteration 26Q: 3 clusters Score -836710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -836712.187500 Penalty: 4548.288086
	Iteration 27Q: 3 clusters Score -836712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -836714.000000 Penalty: 4548.288086
	Iteration 28Q: 3 clusters Score -836714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -836716.250000 Penalty: 4548.288086
	Iteration 29Q: 3 clusters Score -836716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -836716.250000 Penalty: 4548.288086
	Iteration 30F: 3 clusters Score -836716.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -533801.625000 Penalty: 2188.228271
	Iteration 0F: 2 clusters Score -533801.6 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 3337 members 
Entering Unmasked Estep 
Score: -528185.687500 Penalty: 4376.456543
	Iteration 0F: 3 clusters Score -528185.7 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -529719.875000 Penalty: 4376.456543
	Iteration 1F: 3 clusters Score -529719.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -530084.875000 Penalty: 4376.456543
	Iteration 2F: 3 clusters Score -530084.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -530410.125000 Penalty: 4376.456543
	Iteration 3F: 3 clusters Score -530410.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -530682.375000 Penalty: 4376.456543
	Iteration 4F: 3 clusters Score -530682.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -530904.437500 Penalty: 4376.456543
	Iteration 5Q: 3 clusters Score -530904.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -531074.125000 Penalty: 4376.456543
	Iteration 6Q: 3 clusters Score -531074.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -531220.812500 Penalty: 4376.456543
	Iteration 7Q: 3 clusters Score -531220.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -531351.437500 Penalty: 4376.456543
	Iteration 8Q: 3 clusters Score -531351.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -531474.937500 Penalty: 4376.456543
	Iteration 9Q: 3 clusters Score -531474.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -531586.625000 Penalty: 4376.456543
	Iteration 10Q: 3 clusters Score -531586.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -531679.812500 Penalty: 4376.456543
	Iteration 11Q: 3 clusters Score -531679.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -531783.375000 Penalty: 4376.456543
	Iteration 12Q: 3 clusters Score -531783.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -531922.812500 Penalty: 4376.456543
	Iteration 13Q: 3 clusters Score -531922.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -532038.125000 Penalty: 4376.456543
	Iteration 14Q: 3 clusters Score -532038.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -532150.437500 Penalty: 4376.456543
	Iteration 15Q: 3 clusters Score -532150.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -532268.812500 Penalty: 4376.456543
	Iteration 16Q: 3 clusters Score -532268.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -532361.000000 Penalty: 4376.456543
	Iteration 17Q: 3 clusters Score -532361 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -532423.250000 Penalty: 4376.456543
	Iteration 18Q: 3 clusters Score -532423.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -532468.750000 Penalty: 4376.456543
	Iteration 19Q: 3 clusters Score -532468.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -532508.562500 Penalty: 4376.456543
	Iteration 20F: 3 clusters Score -532508.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -532540.375000 Penalty: 4376.456543
	Iteration 21Q: 3 clusters Score -532540.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -532560.750000 Penalty: 4376.456543
	Iteration 22Q: 3 clusters Score -532560.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -532578.062500 Penalty: 4376.456543
	Iteration 23Q: 3 clusters Score -532578.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -532595.750000 Penalty: 4376.456543
	Iteration 24Q: 3 clusters Score -532595.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -532607.625000 Penalty: 4376.456543
	Iteration 25Q: 3 clusters Score -532607.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -532616.937500 Penalty: 4376.456543
	Iteration 26Q: 3 clusters Score -532616.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -532624.437500 Penalty: 4376.456543
	Iteration 27Q: 3 clusters Score -532624.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -532630.250000 Penalty: 4376.456543
	Iteration 28Q: 3 clusters Score -532630.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -532637.250000 Penalty: 4376.456543
	Iteration 29Q: 3 clusters Score -532637.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -532641.937500 Penalty: 4376.456543
	Iteration 30Q: 3 clusters Score -532641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -532646.437500 Penalty: 4376.456543
	Iteration 31Q: 3 clusters Score -532646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -532649.125000 Penalty: 4376.456543
	Iteration 32Q: 3 clusters Score -532649.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -532654.500000 Penalty: 4376.456543
	Iteration 33Q: 3 clusters Score -532654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -532657.062500 Penalty: 4376.456543
	Iteration 34Q: 3 clusters Score -532657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -532661.062500 Penalty: 4376.456543
	Iteration 35Q: 3 clusters Score -532661.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -532663.125000 Penalty: 4376.456543
	Iteration 36Q: 3 clusters Score -532663.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -532666.875000 Penalty: 4376.456543
	Iteration 37Q: 3 clusters Score -532666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -532673.187500 Penalty: 4376.456543
	Iteration 38Q: 3 clusters Score -532673.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -532678.562500 Penalty: 4376.456543
	Iteration 39Q: 3 clusters Score -532678.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -532685.062500 Penalty: 4376.456543
	Iteration 40F: 3 clusters Score -532685.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -532689.937500 Penalty: 4376.456543
	Iteration 41Q: 3 clusters Score -532689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -532692.500000 Penalty: 4376.456543
	Iteration 42Q: 3 clusters Score -532692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -532698.250000 Penalty: 4376.456543
	Iteration 43Q: 3 clusters Score -532698.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -532701.187500 Penalty: 4376.456543
	Iteration 44Q: 3 clusters Score -532701.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -532704.500000 Penalty: 4376.456543
	Iteration 45Q: 3 clusters Score -532704.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -532707.687500 Penalty: 4376.456543
	Iteration 46Q: 3 clusters Score -532707.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -532711.812500 Penalty: 4376.456543
	Iteration 47Q: 3 clusters Score -532711.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -532712.750000 Penalty: 4376.456543
	Iteration 48Q: 3 clusters Score -532712.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -532716.500000 Penalty: 4376.456543
	Iteration 49Q: 3 clusters Score -532716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -532718.125000 Penalty: 4376.456543
	Iteration 50Q: 3 clusters Score -532718.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -532720.562500 Penalty: 4376.456543
	Iteration 51Q: 3 clusters Score -532720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -532723.375000 Penalty: 4376.456543
	Iteration 52Q: 3 clusters Score -532723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -532724.312500 Penalty: 4376.456543
	Iteration 53Q: 3 clusters Score -532724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -532724.375000 Penalty: 4376.456543
	Iteration 54Q: 3 clusters Score -532724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -532725.750000 Penalty: 4376.456543
	Iteration 55Q: 3 clusters Score -532725.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -532727.125000 Penalty: 4376.456543
	Iteration 56Q: 3 clusters Score -532727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -532729.000000 Penalty: 4376.456543
	Iteration 57Q: 3 clusters Score -532729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -532729.625000 Penalty: 4376.456543
	Iteration 58Q: 3 clusters Score -532729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -532728.937500 Penalty: 4376.456543
	Iteration 59Q: 3 clusters Score -532728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -532728.812500 Penalty: 4376.456543
	Iteration 60F: 3 clusters Score -532728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -532730.500000 Penalty: 4376.456543
	Iteration 61Q: 3 clusters Score -532730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -532731.500000 Penalty: 4376.456543
	Iteration 62Q: 3 clusters Score -532731.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -532733.187500 Penalty: 4376.456543
	Iteration 63Q: 3 clusters Score -532733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -532732.875000 Penalty: 4376.456543
	Iteration 64Q: 3 clusters Score -532732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -532735.062500 Penalty: 4376.456543
	Iteration 65Q: 3 clusters Score -532735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -532737.437500 Penalty: 4376.456543
	Iteration 66Q: 3 clusters Score -532737.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -532739.000000 Penalty: 4376.456543
	Iteration 67Q: 3 clusters Score -532739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -532738.687500 Penalty: 4376.456543
	Iteration 68Q: 3 clusters Score -532738.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -532742.000000 Penalty: 4376.456543
	Iteration 69Q: 3 clusters Score -532742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -532747.000000 Penalty: 4376.456543
	Iteration 70Q: 3 clusters Score -532747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -532752.875000 Penalty: 4376.456543
	Iteration 71Q: 3 clusters Score -532752.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -532758.937500 Penalty: 4376.456543
	Iteration 72Q: 3 clusters Score -532758.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -532766.812500 Penalty: 4376.456543
	Iteration 73Q: 3 clusters Score -532766.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -532776.562500 Penalty: 4376.456543
	Iteration 74Q: 3 clusters Score -532776.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -532788.937500 Penalty: 4376.456543
	Iteration 75Q: 3 clusters Score -532788.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -532801.500000 Penalty: 4376.456543
	Iteration 76Q: 3 clusters Score -532801.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -532815.125000 Penalty: 4376.456543
	Iteration 77Q: 3 clusters Score -532815.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -532837.500000 Penalty: 4376.456543
	Iteration 78Q: 3 clusters Score -532837.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -532864.312500 Penalty: 4376.456543
	Iteration 79Q: 3 clusters Score -532864.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -532891.062500 Penalty: 4376.456543
	Iteration 80F: 3 clusters Score -532891.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -532915.375000 Penalty: 4376.456543
	Iteration 81Q: 3 clusters Score -532915.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -532934.500000 Penalty: 4376.456543
	Iteration 82Q: 3 clusters Score -532934.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -532947.062500 Penalty: 4376.456543
	Iteration 83Q: 3 clusters Score -532947.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -532961.625000 Penalty: 4376.456543
	Iteration 84Q: 3 clusters Score -532961.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -532975.312500 Penalty: 4376.456543
	Iteration 85Q: 3 clusters Score -532975.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -532985.000000 Penalty: 4376.456543
	Iteration 86Q: 3 clusters Score -532985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -532994.687500 Penalty: 4376.456543
	Iteration 87Q: 3 clusters Score -532994.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -532999.875000 Penalty: 4376.456543
	Iteration 88Q: 3 clusters Score -532999.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -533007.375000 Penalty: 4376.456543
	Iteration 89Q: 3 clusters Score -533007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -533010.625000 Penalty: 4376.456543
	Iteration 90Q: 3 clusters Score -533010.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -533014.875000 Penalty: 4376.456543
	Iteration 91Q: 3 clusters Score -533014.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -533017.125000 Penalty: 4376.456543
	Iteration 92Q: 3 clusters Score -533017.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -533020.750000 Penalty: 4376.456543
	Iteration 93Q: 3 clusters Score -533020.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -533023.750000 Penalty: 4376.456543
	Iteration 94Q: 3 clusters Score -533023.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -533026.937500 Penalty: 4376.456543
	Iteration 95Q: 3 clusters Score -533026.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -533027.937500 Penalty: 4376.456543
	Iteration 96Q: 3 clusters Score -533027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -533030.562500 Penalty: 4376.456543
	Iteration 97Q: 3 clusters Score -533030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -533030.750000 Penalty: 4376.456543
	Iteration 98Q: 3 clusters Score -533030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -533032.750000 Penalty: 4376.456543
	Iteration 99Q: 3 clusters Score -533032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -533032.312500 Penalty: 4376.456543
	Iteration 100F: 3 clusters Score -533032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -533032.000000 Penalty: 4376.456543
	Iteration 101Q: 3 clusters Score -533032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -533033.625000 Penalty: 4376.456543
	Iteration 102Q: 3 clusters Score -533033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -533033.750000 Penalty: 4376.456543
	Iteration 103Q: 3 clusters Score -533033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -533036.437500 Penalty: 4376.456543
	Iteration 104Q: 3 clusters Score -533036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -533037.375000 Penalty: 4376.456543
	Iteration 105Q: 3 clusters Score -533037.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -533038.812500 Penalty: 4376.456543
	Iteration 106Q: 3 clusters Score -533038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -533041.187500 Penalty: 4376.456543
	Iteration 107Q: 3 clusters Score -533041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -533042.062500 Penalty: 4376.456543
	Iteration 108Q: 3 clusters Score -533042.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -533043.437500 Penalty: 4376.456543
	Iteration 109Q: 3 clusters Score -533043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -533047.000000 Penalty: 4376.456543
	Iteration 110Q: 3 clusters Score -533047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -533049.875000 Penalty: 4376.456543
	Iteration 111Q: 3 clusters Score -533049.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -533051.375000 Penalty: 4376.456543
	Iteration 112Q: 3 clusters Score -533051.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -533055.937500 Penalty: 4376.456543
	Iteration 113Q: 3 clusters Score -533055.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -533057.250000 Penalty: 4376.456543
	Iteration 114Q: 3 clusters Score -533057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -533058.937500 Penalty: 4376.456543
	Iteration 115Q: 3 clusters Score -533058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -533061.312500 Penalty: 4376.456543
	Iteration 116Q: 3 clusters Score -533061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -533061.375000 Penalty: 4376.456543
	Iteration 117Q: 3 clusters Score -533061.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -533061.375000 Penalty: 4376.456543
	Iteration 118F: 3 clusters Score -533061.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Entering Unmasked Estep 
Score: -2219977.250000 Penalty: 2520.816162
	Iteration 0F: 2 clusters Score -2219977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2202082.500000 Penalty: 5041.632324
	Iteration 0F: 3 clusters Score -2202082 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2208251.000000 Penalty: 5041.632324
	Iteration 1F: 3 clusters Score -2208251 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2208704.000000 Penalty: 5041.632324
	Iteration 2F: 3 clusters Score -2208704 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2209172.250000 Penalty: 5041.632324
	Iteration 3Q: 3 clusters Score -2209172 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2209625.000000 Penalty: 5041.632324
	Iteration 4Q: 3 clusters Score -2209625 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2210141.750000 Penalty: 5041.632324
	Iteration 5Q: 3 clusters Score -2210142 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2210728.750000 Penalty: 5041.632324
	Iteration 6Q: 3 clusters Score -2210729 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2211462.250000 Penalty: 5041.632324
	Iteration 7F: 3 clusters Score -2211462 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2212202.250000 Penalty: 5041.632324
	Iteration 8F: 3 clusters Score -2212202 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2212995.750000 Penalty: 5041.632324
	Iteration 9F: 3 clusters Score -2212996 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2213839.500000 Penalty: 5041.632324
	Iteration 10F: 3 clusters Score -2213840 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2214731.250000 Penalty: 5041.632324
	Iteration 11Q: 3 clusters Score -2214731 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2215555.750000 Penalty: 5041.632324
	Iteration 12Q: 3 clusters Score -2215556 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2216263.750000 Penalty: 5041.632324
	Iteration 13Q: 3 clusters Score -2216264 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2216801.750000 Penalty: 5041.632324
	Iteration 14Q: 3 clusters Score -2216802 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2217131.500000 Penalty: 5041.632324
	Iteration 15Q: 3 clusters Score -2217132 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2217366.750000 Penalty: 5041.632324
	Iteration 16Q: 3 clusters Score -2217367 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2217547.750000 Penalty: 5041.632324
	Iteration 17Q: 3 clusters Score -2217548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2217645.750000 Penalty: 5041.632324
	Iteration 18Q: 3 clusters Score -2217646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2217715.000000 Penalty: 5041.632324
	Iteration 19Q: 3 clusters Score -2217715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2217764.750000 Penalty: 5041.632324
	Iteration 20F: 3 clusters Score -2217765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2217793.250000 Penalty: 5041.632324
	Iteration 21Q: 3 clusters Score -2217793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2217811.250000 Penalty: 5041.632324
	Iteration 22Q: 3 clusters Score -2217811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2217826.250000 Penalty: 5041.632324
	Iteration 23Q: 3 clusters Score -2217826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2217843.500000 Penalty: 5041.632324
	Iteration 24Q: 3 clusters Score -2217844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2217852.000000 Penalty: 5041.632324
	Iteration 25Q: 3 clusters Score -2217852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2217863.500000 Penalty: 5041.632324
	Iteration 26Q: 3 clusters Score -2217864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2217869.250000 Penalty: 5041.632324
	Iteration 27Q: 3 clusters Score -2217869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2217870.250000 Penalty: 5041.632324
	Iteration 28Q: 3 clusters Score -2217870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2217870.250000 Penalty: 5041.632324
	Iteration 29Q: 3 clusters Score -2217870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2217875.000000 Penalty: 5041.632324
	Iteration 30Q: 3 clusters Score -2217875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2217875.500000 Penalty: 5041.632324
	Iteration 31Q: 3 clusters Score -2217876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2217875.500000 Penalty: 5041.632324
	Iteration 32Q: 3 clusters Score -2217876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2217875.500000 Penalty: 5041.632324
	Iteration 33Q: 3 clusters Score -2217876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2217879.750000 Penalty: 5041.632324
	Iteration 34Q: 3 clusters Score -2217880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2217879.750000 Penalty: 5041.632324
	Iteration 35Q: 3 clusters Score -2217880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2217882.750000 Penalty: 5041.632324
	Iteration 36Q: 3 clusters Score -2217883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2217883.000000 Penalty: 5041.632324
	Iteration 37Q: 3 clusters Score -2217883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2217884.750000 Penalty: 5041.632324
	Iteration 38Q: 3 clusters Score -2217885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2217884.500000 Penalty: 5041.632324
	Iteration 39Q: 3 clusters Score -2217884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2217887.750000 Penalty: 5041.632324
	Iteration 40F: 3 clusters Score -2217888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2217891.750000 Penalty: 5041.632324
	Iteration 41Q: 3 clusters Score -2217892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2217896.500000 Penalty: 5041.632324
	Iteration 42Q: 3 clusters Score -2217896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2217897.750000 Penalty: 5041.632324
	Iteration 43Q: 3 clusters Score -2217898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2217900.500000 Penalty: 5041.632324
	Iteration 44Q: 3 clusters Score -2217900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2217905.250000 Penalty: 5041.632324
	Iteration 45Q: 3 clusters Score -2217905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2217907.000000 Penalty: 5041.632324
	Iteration 46Q: 3 clusters Score -2217907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2217907.000000 Penalty: 5041.632324
	Iteration 47F: 3 clusters Score -2217907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Entering Unmasked Estep 
Score: -642414.312500 Penalty: 2185.585205
	Iteration 0F: 2 clusters Score -642414.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -636830.250000 Penalty: 4371.170410
	Iteration 0F: 3 clusters Score -636830.2 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -638223.062500 Penalty: 4371.170410
	Iteration 1F: 3 clusters Score -638223.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -638462.875000 Penalty: 4371.170410
	Iteration 2F: 3 clusters Score -638462.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -638600.125000 Penalty: 4371.170410
	Iteration 3F: 3 clusters Score -638600.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -638688.062500 Penalty: 4371.170410
	Iteration 4Q: 3 clusters Score -638688.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -638762.125000 Penalty: 4371.170410
	Iteration 5Q: 3 clusters Score -638762.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -638817.937500 Penalty: 4371.170410
	Iteration 6Q: 3 clusters Score -638817.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -638868.937500 Penalty: 4371.170410
	Iteration 7Q: 3 clusters Score -638868.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -638921.062500 Penalty: 4371.170410
	Iteration 8Q: 3 clusters Score -638921.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -638975.437500 Penalty: 4371.170410
	Iteration 9Q: 3 clusters Score -638975.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -639033.562500 Penalty: 4371.170410
	Iteration 10Q: 3 clusters Score -639033.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -639091.500000 Penalty: 4371.170410
	Iteration 11Q: 3 clusters Score -639091.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -639144.562500 Penalty: 4371.170410
	Iteration 12Q: 3 clusters Score -639144.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -639204.875000 Penalty: 4371.170410
	Iteration 13Q: 3 clusters Score -639204.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -639278.687500 Penalty: 4371.170410
	Iteration 14Q: 3 clusters Score -639278.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -639369.187500 Penalty: 4371.170410
	Iteration 15Q: 3 clusters Score -639369.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -639468.500000 Penalty: 4371.170410
	Iteration 16Q: 3 clusters Score -639468.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -639581.875000 Penalty: 4371.170410
	Iteration 17Q: 3 clusters Score -639581.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -639719.625000 Penalty: 4371.170410
	Iteration 18Q: 3 clusters Score -639719.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -639861.937500 Penalty: 4371.170410
	Iteration 19Q: 3 clusters Score -639861.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -639995.375000 Penalty: 4371.170410
	Iteration 20F: 3 clusters Score -639995.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -640116.875000 Penalty: 4371.170410
	Iteration 21Q: 3 clusters Score -640116.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -640209.062500 Penalty: 4371.170410
	Iteration 22Q: 3 clusters Score -640209.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -640298.687500 Penalty: 4371.170410
	Iteration 23Q: 3 clusters Score -640298.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -640363.625000 Penalty: 4371.170410
	Iteration 24Q: 3 clusters Score -640363.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -640427.187500 Penalty: 4371.170410
	Iteration 25Q: 3 clusters Score -640427.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -640477.375000 Penalty: 4371.170410
	Iteration 26Q: 3 clusters Score -640477.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -640520.250000 Penalty: 4371.170410
	Iteration 27Q: 3 clusters Score -640520.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -640553.875000 Penalty: 4371.170410
	Iteration 28Q: 3 clusters Score -640553.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -640574.750000 Penalty: 4371.170410
	Iteration 29Q: 3 clusters Score -640574.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -640589.500000 Penalty: 4371.170410
	Iteration 30Q: 3 clusters Score -640589.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -640604.250000 Penalty: 4371.170410
	Iteration 31Q: 3 clusters Score -640604.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -640615.312500 Penalty: 4371.170410
	Iteration 32Q: 3 clusters Score -640615.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -640623.125000 Penalty: 4371.170410
	Iteration 33Q: 3 clusters Score -640623.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -640631.750000 Penalty: 4371.170410
	Iteration 34Q: 3 clusters Score -640631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -640637.187500 Penalty: 4371.170410
	Iteration 35Q: 3 clusters Score -640637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -640641.625000 Penalty: 4371.170410
	Iteration 36Q: 3 clusters Score -640641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -640642.250000 Penalty: 4371.170410
	Iteration 37Q: 3 clusters Score -640642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -640643.625000 Penalty: 4371.170410
	Iteration 38Q: 3 clusters Score -640643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -640643.625000 Penalty: 4371.170410
	Iteration 39F: 3 clusters Score -640643.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -473518.625000 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -473518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -468686.843750 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -468686.8 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -469848.593750 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -469848.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -470091.062500 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -470091.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -470238.250000 Penalty: 4262.884277
	Iteration 3F: 3 clusters Score -470238.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -470354.406250 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -470354.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -470446.406250 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -470446.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -470518.093750 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -470518.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -470569.500000 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -470569.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -470628.156250 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -470628.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -470693.187500 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -470693.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -470748.406250 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -470748.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -470797.437500 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -470797.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -470847.343750 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -470847.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -470887.531250 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -470887.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -470917.218750 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -470917.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -470951.281250 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -470951.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -470988.093750 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -470988.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -471030.500000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -471030.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -471069.718750 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -471069.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -471111.593750 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -471111.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -471144.156250 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -471144.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -471175.093750 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -471175.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -471194.218750 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -471194.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -471211.500000 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -471211.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -471226.468750 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -471226.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -471246.718750 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -471246.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -471270.000000 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -471270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -471293.156250 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -471293.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -471306.781250 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -471306.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -471319.906250 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -471319.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -471330.312500 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -471330.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -471338.125000 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -471338.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -471346.062500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -471346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -471348.562500 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -471348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -471351.093750 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -471351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -471352.875000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -471352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -471354.562500 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -471354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -471356.156250 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -471356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -471358.656250 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -471358.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -471360.875000 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -471360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -471363.062500 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -471363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -471363.812500 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -471363.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -471366.875000 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -471366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -471369.593750 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -471369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -471375.312500 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -471375.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -471379.718750 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -471379.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -471382.625000 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -471382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -471383.906250 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -471383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -471388.000000 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -471388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -471395.156250 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -471395.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -471403.781250 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -471403.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -471411.718750 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -471411.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -471417.687500 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -471417.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -471424.812500 Penalty: 4262.884277
	Iteration 53Q: 3 clusters Score -471424.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -471433.343750 Penalty: 4262.884277
	Iteration 54Q: 3 clusters Score -471433.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -471441.937500 Penalty: 4262.884277
	Iteration 55Q: 3 clusters Score -471441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -471451.375000 Penalty: 4262.884277
	Iteration 56Q: 3 clusters Score -471451.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -471455.750000 Penalty: 4262.884277
	Iteration 57Q: 3 clusters Score -471455.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -471461.937500 Penalty: 4262.884277
	Iteration 58Q: 3 clusters Score -471461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -471465.468750 Penalty: 4262.884277
	Iteration 59Q: 3 clusters Score -471465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -471465.218750 Penalty: 4262.884277
	Iteration 60F: 3 clusters Score -471465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -471466.093750 Penalty: 4262.884277
	Iteration 61Q: 3 clusters Score -471466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -471467.187500 Penalty: 4262.884277
	Iteration 62Q: 3 clusters Score -471467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -471469.718750 Penalty: 4262.884277
	Iteration 63Q: 3 clusters Score -471469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -471472.187500 Penalty: 4262.884277
	Iteration 64Q: 3 clusters Score -471472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -471474.625000 Penalty: 4262.884277
	Iteration 65Q: 3 clusters Score -471474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -471474.750000 Penalty: 4262.884277
	Iteration 66Q: 3 clusters Score -471474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -471474.750000 Penalty: 4262.884277
	Iteration 67F: 3 clusters Score -471474.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -885047.875000 Penalty: 2285.820557
	Iteration 0F: 2 clusters Score -885047.9 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 5006 members 
Entering Unmasked Estep 
Score: -877299.125000 Penalty: 4571.641113
	Iteration 0F: 3 clusters Score -877299.1 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -879576.937500 Penalty: 4571.641113
	Iteration 1F: 3 clusters Score -879576.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -879861.375000 Penalty: 4571.641113
	Iteration 2F: 3 clusters Score -879861.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -880065.437500 Penalty: 4571.641113
	Iteration 3Q: 3 clusters Score -880065.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -880264.312500 Penalty: 4571.641113
	Iteration 4Q: 3 clusters Score -880264.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -880444.500000 Penalty: 4571.641113
	Iteration 5Q: 3 clusters Score -880444.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -880621.312500 Penalty: 4571.641113
	Iteration 6Q: 3 clusters Score -880621.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -880796.250000 Penalty: 4571.641113
	Iteration 7Q: 3 clusters Score -880796.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -880940.937500 Penalty: 4571.641113
	Iteration 8Q: 3 clusters Score -880940.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -881048.375000 Penalty: 4571.641113
	Iteration 9Q: 3 clusters Score -881048.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -881155.937500 Penalty: 4571.641113
	Iteration 10Q: 3 clusters Score -881155.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -881275.437500 Penalty: 4571.641113
	Iteration 11Q: 3 clusters Score -881275.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -881388.375000 Penalty: 4571.641113
	Iteration 12Q: 3 clusters Score -881388.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -881486.187500 Penalty: 4571.641113
	Iteration 13Q: 3 clusters Score -881486.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -881583.437500 Penalty: 4571.641113
	Iteration 14Q: 3 clusters Score -881583.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -881670.437500 Penalty: 4571.641113
	Iteration 15Q: 3 clusters Score -881670.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -881767.250000 Penalty: 4571.641113
	Iteration 16Q: 3 clusters Score -881767.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -881852.625000 Penalty: 4571.641113
	Iteration 17Q: 3 clusters Score -881852.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -881930.250000 Penalty: 4571.641113
	Iteration 18Q: 3 clusters Score -881930.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -882009.437500 Penalty: 4571.641113
	Iteration 19Q: 3 clusters Score -882009.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -882092.187500 Penalty: 4571.641113
	Iteration 20F: 3 clusters Score -882092.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -882168.625000 Penalty: 4571.641113
	Iteration 21Q: 3 clusters Score -882168.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -882237.937500 Penalty: 4571.641113
	Iteration 22Q: 3 clusters Score -882237.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -882295.625000 Penalty: 4571.641113
	Iteration 23Q: 3 clusters Score -882295.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -882378.500000 Penalty: 4571.641113
	Iteration 24Q: 3 clusters Score -882378.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -882451.687500 Penalty: 4571.641113
	Iteration 25Q: 3 clusters Score -882451.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -882507.500000 Penalty: 4571.641113
	Iteration 26Q: 3 clusters Score -882507.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -882545.875000 Penalty: 4571.641113
	Iteration 27Q: 3 clusters Score -882545.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -882582.125000 Penalty: 4571.641113
	Iteration 28Q: 3 clusters Score -882582.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -882620.812500 Penalty: 4571.641113
	Iteration 29Q: 3 clusters Score -882620.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -882656.750000 Penalty: 4571.641113
	Iteration 30Q: 3 clusters Score -882656.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -882682.000000 Penalty: 4571.641113
	Iteration 31Q: 3 clusters Score -882682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -882703.875000 Penalty: 4571.641113
	Iteration 32Q: 3 clusters Score -882703.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -882723.125000 Penalty: 4571.641113
	Iteration 33Q: 3 clusters Score -882723.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -882746.187500 Penalty: 4571.641113
	Iteration 34Q: 3 clusters Score -882746.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -882771.812500 Penalty: 4571.641113
	Iteration 35Q: 3 clusters Score -882771.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -882792.750000 Penalty: 4571.641113
	Iteration 36Q: 3 clusters Score -882792.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -882812.062500 Penalty: 4571.641113
	Iteration 37Q: 3 clusters Score -882812.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -882834.687500 Penalty: 4571.641113
	Iteration 38Q: 3 clusters Score -882834.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -882858.375000 Penalty: 4571.641113
	Iteration 39Q: 3 clusters Score -882858.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -882877.250000 Penalty: 4571.641113
	Iteration 40F: 3 clusters Score -882877.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -882886.125000 Penalty: 4571.641113
	Iteration 41Q: 3 clusters Score -882886.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -882895.125000 Penalty: 4571.641113
	Iteration 42Q: 3 clusters Score -882895.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -882898.937500 Penalty: 4571.641113
	Iteration 43Q: 3 clusters Score -882898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -882904.125000 Penalty: 4571.641113
	Iteration 44Q: 3 clusters Score -882904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -882907.000000 Penalty: 4571.641113
	Iteration 45Q: 3 clusters Score -882907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -882909.000000 Penalty: 4571.641113
	Iteration 46Q: 3 clusters Score -882909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -882910.250000 Penalty: 4571.641113
	Iteration 47Q: 3 clusters Score -882910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -882911.062500 Penalty: 4571.641113
	Iteration 48Q: 3 clusters Score -882911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -882910.687500 Penalty: 4571.641113
	Iteration 49Q: 3 clusters Score -882910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -882912.062500 Penalty: 4571.641113
	Iteration 50Q: 3 clusters Score -882912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -882915.187500 Penalty: 4571.641113
	Iteration 51Q: 3 clusters Score -882915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -882916.250000 Penalty: 4571.641113
	Iteration 52Q: 3 clusters Score -882916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -882917.812500 Penalty: 4571.641113
	Iteration 53Q: 3 clusters Score -882917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -882917.250000 Penalty: 4571.641113
	Iteration 54Q: 3 clusters Score -882917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -882917.750000 Penalty: 4571.641113
	Iteration 55Q: 3 clusters Score -882917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -882917.750000 Penalty: 4571.641113
	Iteration 56F: 3 clusters Score -882917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Entering Unmasked Estep 
Score: -1873888.625000 Penalty: 2488.287842
	Iteration 0F: 2 clusters Score -1873889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1857969.375000 Penalty: 4976.575684
	Iteration 0F: 3 clusters Score -1857969 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1863610.250000 Penalty: 4976.575684
	Iteration 1F: 3 clusters Score -1863610 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1864089.250000 Penalty: 4976.575684
	Iteration 2F: 3 clusters Score -1864089 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1864568.500000 Penalty: 4976.575684
	Iteration 3Q: 3 clusters Score -1864568 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1865023.250000 Penalty: 4976.575684
	Iteration 4Q: 3 clusters Score -1865023 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1865543.500000 Penalty: 4976.575684
	Iteration 5Q: 3 clusters Score -1865544 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1866114.250000 Penalty: 4976.575684
	Iteration 6Q: 3 clusters Score -1866114 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1866676.875000 Penalty: 4976.575684
	Iteration 7Q: 3 clusters Score -1866677 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1867292.250000 Penalty: 4976.575684
	Iteration 8Q: 3 clusters Score -1867292 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1867957.750000 Penalty: 4976.575684
	Iteration 9Q: 3 clusters Score -1867958 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1868668.125000 Penalty: 4976.575684
	Iteration 10Q: 3 clusters Score -1868668 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1869360.000000 Penalty: 4976.575684
	Iteration 11Q: 3 clusters Score -1869360 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1869946.000000 Penalty: 4976.575684
	Iteration 12Q: 3 clusters Score -1869946 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1870389.750000 Penalty: 4976.575684
	Iteration 13Q: 3 clusters Score -1870390 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1870691.750000 Penalty: 4976.575684
	Iteration 14Q: 3 clusters Score -1870692 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1870928.875000 Penalty: 4976.575684
	Iteration 15Q: 3 clusters Score -1870929 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1871107.500000 Penalty: 4976.575684
	Iteration 16Q: 3 clusters Score -1871108 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1871243.625000 Penalty: 4976.575684
	Iteration 17Q: 3 clusters Score -1871244 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1871357.375000 Penalty: 4976.575684
	Iteration 18Q: 3 clusters Score -1871357 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1871458.000000 Penalty: 4976.575684
	Iteration 19Q: 3 clusters Score -1871458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1871560.375000 Penalty: 4976.575684
	Iteration 20F: 3 clusters Score -1871560 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1871648.750000 Penalty: 4976.575684
	Iteration 21Q: 3 clusters Score -1871649 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1871716.750000 Penalty: 4976.575684
	Iteration 22Q: 3 clusters Score -1871717 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1871784.500000 Penalty: 4976.575684
	Iteration 23Q: 3 clusters Score -1871784 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1871842.750000 Penalty: 4976.575684
	Iteration 24Q: 3 clusters Score -1871843 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1871891.625000 Penalty: 4976.575684
	Iteration 25Q: 3 clusters Score -1871892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1871934.375000 Penalty: 4976.575684
	Iteration 26Q: 3 clusters Score -1871934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1871962.625000 Penalty: 4976.575684
	Iteration 27Q: 3 clusters Score -1871963 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1871991.500000 Penalty: 4976.575684
	Iteration 28Q: 3 clusters Score -1871992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1872014.625000 Penalty: 4976.575684
	Iteration 29Q: 3 clusters Score -1872015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1872039.625000 Penalty: 4976.575684
	Iteration 30Q: 3 clusters Score -1872040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1872066.625000 Penalty: 4976.575684
	Iteration 31Q: 3 clusters Score -1872067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1872082.625000 Penalty: 4976.575684
	Iteration 32Q: 3 clusters Score -1872083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1872097.625000 Penalty: 4976.575684
	Iteration 33Q: 3 clusters Score -1872098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1872106.875000 Penalty: 4976.575684
	Iteration 34Q: 3 clusters Score -1872107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1872118.500000 Penalty: 4976.575684
	Iteration 35Q: 3 clusters Score -1872118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1872122.500000 Penalty: 4976.575684
	Iteration 36Q: 3 clusters Score -1872122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1872127.750000 Penalty: 4976.575684
	Iteration 37Q: 3 clusters Score -1872128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1872131.375000 Penalty: 4976.575684
	Iteration 38Q: 3 clusters Score -1872131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1872132.125000 Penalty: 4976.575684
	Iteration 39Q: 3 clusters Score -1872132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1872136.000000 Penalty: 4976.575684
	Iteration 40F: 3 clusters Score -1872136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1872137.250000 Penalty: 4976.575684
	Iteration 41Q: 3 clusters Score -1872137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1872136.875000 Penalty: 4976.575684
	Iteration 42Q: 3 clusters Score -1872137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1872137.125000 Penalty: 4976.575684
	Iteration 43Q: 3 clusters Score -1872137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1872143.000000 Penalty: 4976.575684
	Iteration 44Q: 3 clusters Score -1872143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1872144.125000 Penalty: 4976.575684
	Iteration 45Q: 3 clusters Score -1872144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1872144.250000 Penalty: 4976.575684
	Iteration 46Q: 3 clusters Score -1872144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1872144.250000 Penalty: 4976.575684
	Iteration 47F: 3 clusters Score -1872144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -282409.000000 Penalty: 2025.573730
	Iteration 0F: 2 clusters Score -282409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -278744.218750 Penalty: 4051.147461
	Iteration 0F: 3 clusters Score -278744.2 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -279557.218750 Penalty: 4051.147461
	Iteration 1F: 3 clusters Score -279557.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -279777.687500 Penalty: 4051.147461
	Iteration 2F: 3 clusters Score -279777.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -279920.875000 Penalty: 4051.147461
	Iteration 3F: 3 clusters Score -279920.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -280042.718750 Penalty: 4051.147461
	Iteration 4Q: 3 clusters Score -280042.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -280153.437500 Penalty: 4051.147461
	Iteration 5Q: 3 clusters Score -280153.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -280249.000000 Penalty: 4051.147461
	Iteration 6Q: 3 clusters Score -280249 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -280326.875000 Penalty: 4051.147461
	Iteration 7Q: 3 clusters Score -280326.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -280393.718750 Penalty: 4051.147461
	Iteration 8Q: 3 clusters Score -280393.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -280453.156250 Penalty: 4051.147461
	Iteration 9Q: 3 clusters Score -280453.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -280505.937500 Penalty: 4051.147461
	Iteration 10Q: 3 clusters Score -280505.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -280555.250000 Penalty: 4051.147461
	Iteration 11Q: 3 clusters Score -280555.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -280596.562500 Penalty: 4051.147461
	Iteration 12Q: 3 clusters Score -280596.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -280630.531250 Penalty: 4051.147461
	Iteration 13Q: 3 clusters Score -280630.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -280677.468750 Penalty: 4051.147461
	Iteration 14Q: 3 clusters Score -280677.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -280723.593750 Penalty: 4051.147461
	Iteration 15Q: 3 clusters Score -280723.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -280760.218750 Penalty: 4051.147461
	Iteration 16Q: 3 clusters Score -280760.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -280804.750000 Penalty: 4051.147461
	Iteration 17Q: 3 clusters Score -280804.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -280847.250000 Penalty: 4051.147461
	Iteration 18Q: 3 clusters Score -280847.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -280883.812500 Penalty: 4051.147461
	Iteration 19Q: 3 clusters Score -280883.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -280912.843750 Penalty: 4051.147461
	Iteration 20F: 3 clusters Score -280912.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -280933.468750 Penalty: 4051.147461
	Iteration 21Q: 3 clusters Score -280933.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -280944.625000 Penalty: 4051.147461
	Iteration 22Q: 3 clusters Score -280944.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -280951.062500 Penalty: 4051.147461
	Iteration 23Q: 3 clusters Score -280951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -280955.031250 Penalty: 4051.147461
	Iteration 24Q: 3 clusters Score -280955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -280959.093750 Penalty: 4051.147461
	Iteration 25Q: 3 clusters Score -280959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -280964.125000 Penalty: 4051.147461
	Iteration 26Q: 3 clusters Score -280964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -280965.625000 Penalty: 4051.147461
	Iteration 27Q: 3 clusters Score -280965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -280966.718750 Penalty: 4051.147461
	Iteration 28Q: 3 clusters Score -280966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -280967.406250 Penalty: 4051.147461
	Iteration 29Q: 3 clusters Score -280967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -280970.593750 Penalty: 4051.147461
	Iteration 30Q: 3 clusters Score -280970.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -280971.718750 Penalty: 4051.147461
	Iteration 31Q: 3 clusters Score -280971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -280972.125000 Penalty: 4051.147461
	Iteration 32Q: 3 clusters Score -280972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -280972.843750 Penalty: 4051.147461
	Iteration 33Q: 3 clusters Score -280972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -280973.656250 Penalty: 4051.147461
	Iteration 34Q: 3 clusters Score -280973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -280974.562500 Penalty: 4051.147461
	Iteration 35Q: 3 clusters Score -280974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -280975.625000 Penalty: 4051.147461
	Iteration 36Q: 3 clusters Score -280975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -280976.156250 Penalty: 4051.147461
	Iteration 37Q: 3 clusters Score -280976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -280976.156250 Penalty: 4051.147461
	Iteration 38F: 3 clusters Score -280976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (108679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Entering Unmasked Estep 
Score: -9267910.000000 Penalty: 2875.846191
	Iteration 0F: 2 clusters Score -9267910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -9195306.000000 Penalty: 5751.692383
	Iteration 0F: 3 clusters Score -9195306 nChanged 51718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -9225413.000000 Penalty: 5751.692383
	Iteration 1F: 3 clusters Score -9225413 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -9226681.000000 Penalty: 5751.692383
	Iteration 2Q: 3 clusters Score -9226681 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -9228354.000000 Penalty: 5751.692383
	Iteration 3Q: 3 clusters Score -9228354 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -9230628.000000 Penalty: 5751.692383
	Iteration 4Q: 3 clusters Score -9230628 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -9233632.000000 Penalty: 5751.692383
	Iteration 5F: 3 clusters Score -9233632 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -9237426.000000 Penalty: 5751.692383
	Iteration 6F: 3 clusters Score -9237426 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -9242325.000000 Penalty: 5751.692383
	Iteration 7F: 3 clusters Score -9242325 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -9247917.000000 Penalty: 5751.692383
	Iteration 8F: 3 clusters Score -9247917 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -9253332.000000 Penalty: 5751.692383
	Iteration 9F: 3 clusters Score -9253332 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -9257883.000000 Penalty: 5751.692383
	Iteration 10F: 3 clusters Score -9257883 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -9261294.000000 Penalty: 5751.692383
	Iteration 11Q: 3 clusters Score -9261294 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -9263378.000000 Penalty: 5751.692383
	Iteration 12Q: 3 clusters Score -9263378 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -9264396.000000 Penalty: 5751.692383
	Iteration 13Q: 3 clusters Score -9264396 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 107869 members 
Entering Unmasked Estep 
Score: -9264907.000000 Penalty: 5751.692383
	Iteration 14Q: 3 clusters Score -9264907 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 108105 members 
Entering Unmasked Estep 
Score: -9265137.000000 Penalty: 5751.692383
	Iteration 15Q: 3 clusters Score -9265137 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 108206 members 
Entering Unmasked Estep 
Score: -9265270.000000 Penalty: 5751.692383
	Iteration 16Q: 3 clusters Score -9265270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -9265317.000000 Penalty: 5751.692383
	Iteration 17Q: 3 clusters Score -9265317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 108286 members 
Entering Unmasked Estep 
Score: -9265360.000000 Penalty: 5751.692383
	Iteration 18Q: 3 clusters Score -9265360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 108305 members 
Entering Unmasked Estep 
Score: -9265389.000000 Penalty: 5751.692383
	Iteration 19Q: 3 clusters Score -9265389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -9265408.000000 Penalty: 5751.692383
	Iteration 20F: 3 clusters Score -9265408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 108319 members 
Entering Unmasked Estep 
Score: -9265396.000000 Penalty: 5751.692383
	Iteration 21Q: 3 clusters Score -9265396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 108323 members 
Entering Unmasked Estep 
Score: -9265418.000000 Penalty: 5751.692383
	Iteration 22Q: 3 clusters Score -9265418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -9265428.000000 Penalty: 5751.692383
	Iteration 23Q: 3 clusters Score -9265428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 108328 members 
Entering Unmasked Estep 
Score: -9265430.000000 Penalty: 5751.692383
	Iteration 24Q: 3 clusters Score -9265430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 108329 members 
Entering Unmasked Estep 
Score: -9265429.000000 Penalty: 5751.692383
	Iteration 25Q: 3 clusters Score -9265429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 108329 members 
Entering Unmasked Estep 
Score: -9265429.000000 Penalty: 5751.692383
	Iteration 26F: 3 clusters Score -9265429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1272299.750000 Penalty: 2376.312012
	Iteration 0F: 2 clusters Score -1272300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1261759.250000 Penalty: 4752.624023
	Iteration 0F: 3 clusters Score -1261759 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1265019.750000 Penalty: 4752.624023
	Iteration 1F: 3 clusters Score -1265020 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1265328.250000 Penalty: 4752.624023
	Iteration 2F: 3 clusters Score -1265328 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1265545.875000 Penalty: 4752.624023
	Iteration 3Q: 3 clusters Score -1265546 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1265704.875000 Penalty: 4752.624023
	Iteration 4Q: 3 clusters Score -1265705 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1265824.375000 Penalty: 4752.624023
	Iteration 5Q: 3 clusters Score -1265824 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1265926.625000 Penalty: 4752.624023
	Iteration 6Q: 3 clusters Score -1265927 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1266010.625000 Penalty: 4752.624023
	Iteration 7Q: 3 clusters Score -1266011 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1266087.000000 Penalty: 4752.624023
	Iteration 8Q: 3 clusters Score -1266087 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1266165.375000 Penalty: 4752.624023
	Iteration 9Q: 3 clusters Score -1266165 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1266203.875000 Penalty: 4752.624023
	Iteration 10Q: 3 clusters Score -1266204 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1266247.000000 Penalty: 4752.624023
	Iteration 11Q: 3 clusters Score -1266247 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1266289.000000 Penalty: 4752.624023
	Iteration 12Q: 3 clusters Score -1266289 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1266338.250000 Penalty: 4752.624023
	Iteration 13Q: 3 clusters Score -1266338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1266377.375000 Penalty: 4752.624023
	Iteration 14Q: 3 clusters Score -1266377 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1266431.500000 Penalty: 4752.624023
	Iteration 15Q: 3 clusters Score -1266432 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1266488.000000 Penalty: 4752.624023
	Iteration 16Q: 3 clusters Score -1266488 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1266564.250000 Penalty: 4752.624023
	Iteration 17Q: 3 clusters Score -1266564 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1266643.500000 Penalty: 4752.624023
	Iteration 18Q: 3 clusters Score -1266644 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1266738.625000 Penalty: 4752.624023
	Iteration 19Q: 3 clusters Score -1266739 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1266854.125000 Penalty: 4752.624023
	Iteration 20F: 3 clusters Score -1266854 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1266971.625000 Penalty: 4752.624023
	Iteration 21Q: 3 clusters Score -1266972 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1267125.250000 Penalty: 4752.624023
	Iteration 22Q: 3 clusters Score -1267125 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1267315.125000 Penalty: 4752.624023
	Iteration 23Q: 3 clusters Score -1267315 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1267556.125000 Penalty: 4752.624023
	Iteration 24Q: 3 clusters Score -1267556 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1267876.375000 Penalty: 4752.624023
	Iteration 25Q: 3 clusters Score -1267876 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1268296.750000 Penalty: 4752.624023
	Iteration 26Q: 3 clusters Score -1268297 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1268700.250000 Penalty: 4752.624023
	Iteration 27Q: 3 clusters Score -1268700 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1269083.250000 Penalty: 4752.624023
	Iteration 28Q: 3 clusters Score -1269083 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1269420.375000 Penalty: 4752.624023
	Iteration 29Q: 3 clusters Score -1269420 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1269699.875000 Penalty: 4752.624023
	Iteration 30Q: 3 clusters Score -1269700 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1269878.500000 Penalty: 4752.624023
	Iteration 31Q: 3 clusters Score -1269878 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1270000.375000 Penalty: 4752.624023
	Iteration 32Q: 3 clusters Score -1270000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1270088.875000 Penalty: 4752.624023
	Iteration 33Q: 3 clusters Score -1270089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1270139.000000 Penalty: 4752.624023
	Iteration 34Q: 3 clusters Score -1270139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1270182.750000 Penalty: 4752.624023
	Iteration 35Q: 3 clusters Score -1270183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1270206.500000 Penalty: 4752.624023
	Iteration 36Q: 3 clusters Score -1270206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1270223.125000 Penalty: 4752.624023
	Iteration 37Q: 3 clusters Score -1270223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1270239.375000 Penalty: 4752.624023
	Iteration 38Q: 3 clusters Score -1270239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1270246.125000 Penalty: 4752.624023
	Iteration 39Q: 3 clusters Score -1270246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1270246.000000 Penalty: 4752.624023
	Iteration 40F: 3 clusters Score -1270246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1270250.000000 Penalty: 4752.624023
	Iteration 41Q: 3 clusters Score -1270250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1270248.125000 Penalty: 4752.624023
	Iteration 42Q: 3 clusters Score -1270248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1270253.500000 Penalty: 4752.624023
	Iteration 43Q: 3 clusters Score -1270254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1270253.250000 Penalty: 4752.624023
	Iteration 44Q: 3 clusters Score -1270253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1270253.250000 Penalty: 4752.624023
	Iteration 45F: 3 clusters Score -1270253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Entering Unmasked Estep 
Score: -3019637.750000 Penalty: 2593.905518
	Iteration 0F: 2 clusters Score -3019638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2995791.250000 Penalty: 5187.811035
	Iteration 0F: 3 clusters Score -2995791 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3004570.750000 Penalty: 5187.811035
	Iteration 1F: 3 clusters Score -3004571 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3005099.750000 Penalty: 5187.811035
	Iteration 2Q: 3 clusters Score -3005100 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3005600.500000 Penalty: 5187.811035
	Iteration 3Q: 3 clusters Score -3005600 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3006113.000000 Penalty: 5187.811035
	Iteration 4Q: 3 clusters Score -3006113 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3006673.250000 Penalty: 5187.811035
	Iteration 5Q: 3 clusters Score -3006673 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3007292.000000 Penalty: 5187.811035
	Iteration 6Q: 3 clusters Score -3007292 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3008099.750000 Penalty: 5187.811035
	Iteration 7Q: 3 clusters Score -3008100 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3009083.500000 Penalty: 5187.811035
	Iteration 8F: 3 clusters Score -3009084 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3010137.500000 Penalty: 5187.811035
	Iteration 9F: 3 clusters Score -3010138 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3011372.500000 Penalty: 5187.811035
	Iteration 10F: 3 clusters Score -3011372 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3012608.000000 Penalty: 5187.811035
	Iteration 11Q: 3 clusters Score -3012608 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3013799.750000 Penalty: 5187.811035
	Iteration 12Q: 3 clusters Score -3013800 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3014875.000000 Penalty: 5187.811035
	Iteration 13Q: 3 clusters Score -3014875 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3015711.500000 Penalty: 5187.811035
	Iteration 14Q: 3 clusters Score -3015712 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3016289.000000 Penalty: 5187.811035
	Iteration 15Q: 3 clusters Score -3016289 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -3016719.750000 Penalty: 5187.811035
	Iteration 16Q: 3 clusters Score -3016720 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -3017008.500000 Penalty: 5187.811035
	Iteration 17Q: 3 clusters Score -3017008 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -3017138.500000 Penalty: 5187.811035
	Iteration 18Q: 3 clusters Score -3017138 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -3017230.500000 Penalty: 5187.811035
	Iteration 19Q: 3 clusters Score -3017230 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -3017294.000000 Penalty: 5187.811035
	Iteration 20F: 3 clusters Score -3017294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3017351.250000 Penalty: 5187.811035
	Iteration 21Q: 3 clusters Score -3017351 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -3017389.750000 Penalty: 5187.811035
	Iteration 22Q: 3 clusters Score -3017390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -3017423.500000 Penalty: 5187.811035
	Iteration 23Q: 3 clusters Score -3017424 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -3017440.750000 Penalty: 5187.811035
	Iteration 24Q: 3 clusters Score -3017441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3017449.000000 Penalty: 5187.811035
	Iteration 25Q: 3 clusters Score -3017449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3017471.000000 Penalty: 5187.811035
	Iteration 26Q: 3 clusters Score -3017471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -3017490.500000 Penalty: 5187.811035
	Iteration 27Q: 3 clusters Score -3017490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -3017500.250000 Penalty: 5187.811035
	Iteration 28Q: 3 clusters Score -3017500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -3017509.000000 Penalty: 5187.811035
	Iteration 29Q: 3 clusters Score -3017509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -3017517.250000 Penalty: 5187.811035
	Iteration 30Q: 3 clusters Score -3017517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -3017524.500000 Penalty: 5187.811035
	Iteration 31Q: 3 clusters Score -3017524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -3017535.500000 Penalty: 5187.811035
	Iteration 32Q: 3 clusters Score -3017536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -3017541.500000 Penalty: 5187.811035
	Iteration 33Q: 3 clusters Score -3017542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -3017546.500000 Penalty: 5187.811035
	Iteration 34Q: 3 clusters Score -3017546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3017556.000000 Penalty: 5187.811035
	Iteration 35Q: 3 clusters Score -3017556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -3017557.750000 Penalty: 5187.811035
	Iteration 36Q: 3 clusters Score -3017558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -3017561.500000 Penalty: 5187.811035
	Iteration 37Q: 3 clusters Score -3017562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -3017565.750000 Penalty: 5187.811035
	Iteration 38Q: 3 clusters Score -3017566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3017564.250000 Penalty: 5187.811035
	Iteration 39Q: 3 clusters Score -3017564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -3017562.500000 Penalty: 5187.811035
	Iteration 40F: 3 clusters Score -3017562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Entering Unmasked Estep 
Score: -1114973.875000 Penalty: 2360.457031
	Iteration 0F: 2 clusters Score -1114974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1104980.500000 Penalty: 4720.914062
	Iteration 0F: 3 clusters Score -1104980 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1108164.750000 Penalty: 4720.914062
	Iteration 1F: 3 clusters Score -1108165 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1108590.875000 Penalty: 4720.914062
	Iteration 2F: 3 clusters Score -1108591 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1109006.375000 Penalty: 4720.914062
	Iteration 3F: 3 clusters Score -1109006 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1109420.250000 Penalty: 4720.914062
	Iteration 4F: 3 clusters Score -1109420 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1109795.625000 Penalty: 4720.914062
	Iteration 5Q: 3 clusters Score -1109796 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1110124.625000 Penalty: 4720.914062
	Iteration 6Q: 3 clusters Score -1110125 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1110456.375000 Penalty: 4720.914062
	Iteration 7Q: 3 clusters Score -1110456 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1110827.375000 Penalty: 4720.914062
	Iteration 8Q: 3 clusters Score -1110827 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1111209.250000 Penalty: 4720.914062
	Iteration 9Q: 3 clusters Score -1111209 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1111553.625000 Penalty: 4720.914062
	Iteration 10Q: 3 clusters Score -1111554 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1111857.750000 Penalty: 4720.914062
	Iteration 11Q: 3 clusters Score -1111858 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1112125.250000 Penalty: 4720.914062
	Iteration 12Q: 3 clusters Score -1112125 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1112332.625000 Penalty: 4720.914062
	Iteration 13Q: 3 clusters Score -1112333 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1112484.375000 Penalty: 4720.914062
	Iteration 14Q: 3 clusters Score -1112484 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1112630.000000 Penalty: 4720.914062
	Iteration 15Q: 3 clusters Score -1112630 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1112761.000000 Penalty: 4720.914062
	Iteration 16Q: 3 clusters Score -1112761 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1112859.000000 Penalty: 4720.914062
	Iteration 17Q: 3 clusters Score -1112859 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1112956.625000 Penalty: 4720.914062
	Iteration 18Q: 3 clusters Score -1112957 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1113050.000000 Penalty: 4720.914062
	Iteration 19Q: 3 clusters Score -1113050 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1113122.250000 Penalty: 4720.914062
	Iteration 20F: 3 clusters Score -1113122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1113178.125000 Penalty: 4720.914062
	Iteration 21Q: 3 clusters Score -1113178 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1113228.375000 Penalty: 4720.914062
	Iteration 22Q: 3 clusters Score -1113228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1113274.250000 Penalty: 4720.914062
	Iteration 23Q: 3 clusters Score -1113274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1113312.125000 Penalty: 4720.914062
	Iteration 24Q: 3 clusters Score -1113312 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1113342.875000 Penalty: 4720.914062
	Iteration 25Q: 3 clusters Score -1113343 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1113365.750000 Penalty: 4720.914062
	Iteration 26Q: 3 clusters Score -1113366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1113384.250000 Penalty: 4720.914062
	Iteration 27Q: 3 clusters Score -1113384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1113403.375000 Penalty: 4720.914062
	Iteration 28Q: 3 clusters Score -1113403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1113419.750000 Penalty: 4720.914062
	Iteration 29Q: 3 clusters Score -1113420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1113431.125000 Penalty: 4720.914062
	Iteration 30Q: 3 clusters Score -1113431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1113440.875000 Penalty: 4720.914062
	Iteration 31Q: 3 clusters Score -1113441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1113445.500000 Penalty: 4720.914062
	Iteration 32Q: 3 clusters Score -1113446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1113444.125000 Penalty: 4720.914062
	Iteration 33Q: 3 clusters Score -1113444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1113450.875000 Penalty: 4720.914062
	Iteration 34Q: 3 clusters Score -1113451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1113454.125000 Penalty: 4720.914062
	Iteration 35Q: 3 clusters Score -1113454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1113453.750000 Penalty: 4720.914062
	Iteration 36Q: 3 clusters Score -1113454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1113457.250000 Penalty: 4720.914062
	Iteration 37Q: 3 clusters Score -1113457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1113459.500000 Penalty: 4720.914062
	Iteration 38Q: 3 clusters Score -1113460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1113464.125000 Penalty: 4720.914062
	Iteration 39Q: 3 clusters Score -1113464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1113469.500000 Penalty: 4720.914062
	Iteration 40F: 3 clusters Score -1113470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1113473.625000 Penalty: 4720.914062
	Iteration 41Q: 3 clusters Score -1113474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1113476.375000 Penalty: 4720.914062
	Iteration 42Q: 3 clusters Score -1113476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1113482.500000 Penalty: 4720.914062
	Iteration 43Q: 3 clusters Score -1113482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1113483.000000 Penalty: 4720.914062
	Iteration 44Q: 3 clusters Score -1113483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1113484.125000 Penalty: 4720.914062
	Iteration 45Q: 3 clusters Score -1113484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1113484.875000 Penalty: 4720.914062
	Iteration 46Q: 3 clusters Score -1113485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1113488.375000 Penalty: 4720.914062
	Iteration 47Q: 3 clusters Score -1113488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1113489.750000 Penalty: 4720.914062
	Iteration 48Q: 3 clusters Score -1113490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1113489.625000 Penalty: 4720.914062
	Iteration 49Q: 3 clusters Score -1113490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1113492.375000 Penalty: 4720.914062
	Iteration 50Q: 3 clusters Score -1113492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1113491.750000 Penalty: 4720.914062
	Iteration 51Q: 3 clusters Score -1113492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1113492.625000 Penalty: 4720.914062
	Iteration 52Q: 3 clusters Score -1113493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1113492.625000 Penalty: 4720.914062
	Iteration 53F: 3 clusters Score -1113493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -775340.937500 Penalty: 2254.566406
	Iteration 0F: 2 clusters Score -775340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -768392.312500 Penalty: 4509.132812
	Iteration 0F: 3 clusters Score -768392.3 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -770304.312500 Penalty: 4509.132812
	Iteration 1F: 3 clusters Score -770304.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -770590.437500 Penalty: 4509.132812
	Iteration 2F: 3 clusters Score -770590.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -770836.062500 Penalty: 4509.132812
	Iteration 3F: 3 clusters Score -770836.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -771117.000000 Penalty: 4509.132812
	Iteration 4F: 3 clusters Score -771117 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -771442.312500 Penalty: 4509.132812
	Iteration 5F: 3 clusters Score -771442.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -771795.812500 Penalty: 4509.132812
	Iteration 6F: 3 clusters Score -771795.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -772125.750000 Penalty: 4509.132812
	Iteration 7F: 3 clusters Score -772125.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -772425.312500 Penalty: 4509.132812
	Iteration 8F: 3 clusters Score -772425.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -772674.875000 Penalty: 4509.132812
	Iteration 9Q: 3 clusters Score -772674.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -772844.500000 Penalty: 4509.132812
	Iteration 10Q: 3 clusters Score -772844.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -772969.812500 Penalty: 4509.132812
	Iteration 11Q: 3 clusters Score -772969.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -773051.375000 Penalty: 4509.132812
	Iteration 12Q: 3 clusters Score -773051.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -773114.125000 Penalty: 4509.132812
	Iteration 13Q: 3 clusters Score -773114.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -773172.437500 Penalty: 4509.132812
	Iteration 14Q: 3 clusters Score -773172.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -773219.250000 Penalty: 4509.132812
	Iteration 15Q: 3 clusters Score -773219.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -773278.312500 Penalty: 4509.132812
	Iteration 16Q: 3 clusters Score -773278.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -773341.875000 Penalty: 4509.132812
	Iteration 17Q: 3 clusters Score -773341.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -773394.937500 Penalty: 4509.132812
	Iteration 18Q: 3 clusters Score -773394.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -773445.312500 Penalty: 4509.132812
	Iteration 19Q: 3 clusters Score -773445.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -773486.750000 Penalty: 4509.132812
	Iteration 20F: 3 clusters Score -773486.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -773524.500000 Penalty: 4509.132812
	Iteration 21Q: 3 clusters Score -773524.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -773550.750000 Penalty: 4509.132812
	Iteration 22Q: 3 clusters Score -773550.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -773574.125000 Penalty: 4509.132812
	Iteration 23Q: 3 clusters Score -773574.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -773600.500000 Penalty: 4509.132812
	Iteration 24Q: 3 clusters Score -773600.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -773623.000000 Penalty: 4509.132812
	Iteration 25Q: 3 clusters Score -773623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -773638.125000 Penalty: 4509.132812
	Iteration 26Q: 3 clusters Score -773638.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -773651.875000 Penalty: 4509.132812
	Iteration 27Q: 3 clusters Score -773651.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -773659.375000 Penalty: 4509.132812
	Iteration 28Q: 3 clusters Score -773659.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -773671.125000 Penalty: 4509.132812
	Iteration 29Q: 3 clusters Score -773671.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -773675.625000 Penalty: 4509.132812
	Iteration 30Q: 3 clusters Score -773675.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -773684.687500 Penalty: 4509.132812
	Iteration 31Q: 3 clusters Score -773684.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -773690.250000 Penalty: 4509.132812
	Iteration 32Q: 3 clusters Score -773690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -773694.562500 Penalty: 4509.132812
	Iteration 33Q: 3 clusters Score -773694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -773696.250000 Penalty: 4509.132812
	Iteration 34Q: 3 clusters Score -773696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -773696.250000 Penalty: 4509.132812
	Iteration 35Q: 3 clusters Score -773696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -773698.562500 Penalty: 4509.132812
	Iteration 36Q: 3 clusters Score -773698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -773699.312500 Penalty: 4509.132812
	Iteration 37Q: 3 clusters Score -773699.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -773699.000000 Penalty: 4509.132812
	Iteration 38Q: 3 clusters Score -773699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -773700.250000 Penalty: 4509.132812
	Iteration 39Q: 3 clusters Score -773700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -773701.500000 Penalty: 4509.132812
	Iteration 40F: 3 clusters Score -773701.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -773703.312500 Penalty: 4509.132812
	Iteration 41Q: 3 clusters Score -773703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -773705.562500 Penalty: 4509.132812
	Iteration 42Q: 3 clusters Score -773705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -773705.250000 Penalty: 4509.132812
	Iteration 43Q: 3 clusters Score -773705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -773708.750000 Penalty: 4509.132812
	Iteration 44Q: 3 clusters Score -773708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -773710.062500 Penalty: 4509.132812
	Iteration 45Q: 3 clusters Score -773710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -773712.937500 Penalty: 4509.132812
	Iteration 46Q: 3 clusters Score -773712.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -773714.437500 Penalty: 4509.132812
	Iteration 47Q: 3 clusters Score -773714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -773715.687500 Penalty: 4509.132812
	Iteration 48Q: 3 clusters Score -773715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -773716.000000 Penalty: 4509.132812
	Iteration 49Q: 3 clusters Score -773716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -773718.312500 Penalty: 4509.132812
	Iteration 50Q: 3 clusters Score -773718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -773721.000000 Penalty: 4509.132812
	Iteration 51Q: 3 clusters Score -773721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -773721.937500 Penalty: 4509.132812
	Iteration 52Q: 3 clusters Score -773721.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -773725.375000 Penalty: 4509.132812
	Iteration 53Q: 3 clusters Score -773725.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -773727.125000 Penalty: 4509.132812
	Iteration 54Q: 3 clusters Score -773727.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -773733.937500 Penalty: 4509.132812
	Iteration 55Q: 3 clusters Score -773733.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -773736.687500 Penalty: 4509.132812
	Iteration 56Q: 3 clusters Score -773736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -773739.000000 Penalty: 4509.132812
	Iteration 57Q: 3 clusters Score -773739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -773740.500000 Penalty: 4509.132812
	Iteration 58Q: 3 clusters Score -773740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -773742.562500 Penalty: 4509.132812
	Iteration 59Q: 3 clusters Score -773742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -773742.375000 Penalty: 4509.132812
	Iteration 60F: 3 clusters Score -773742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -773743.687500 Penalty: 4509.132812
	Iteration 61Q: 3 clusters Score -773743.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -773742.562500 Penalty: 4509.132812
	Iteration 62Q: 3 clusters Score -773742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -773742.562500 Penalty: 4509.132812
	Iteration 63F: 3 clusters Score -773742.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -295778.468750 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -295778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -292232.250000 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -292232.2 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -292946.250000 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -292946.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -293135.531250 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -293135.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -293263.625000 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -293263.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -293351.250000 Penalty: 4032.655518
	Iteration 4Q: 3 clusters Score -293351.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -293408.875000 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -293408.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -293453.843750 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -293453.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -293489.656250 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -293489.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -293514.593750 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -293514.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -293537.531250 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -293537.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -293558.093750 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -293558.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -293575.937500 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -293575.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -293591.593750 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -293591.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -293603.375000 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -293603.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -293611.375000 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -293611.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -293618.437500 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -293618.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -293623.187500 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -293623.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -293628.156250 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -293628.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -293633.875000 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -293633.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -293642.750000 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -293642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -293652.187500 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -293652.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -293659.593750 Penalty: 4032.655518
	Iteration 21Q: 3 clusters Score -293659.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -293666.843750 Penalty: 4032.655518
	Iteration 22Q: 3 clusters Score -293666.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -293672.843750 Penalty: 4032.655518
	Iteration 23Q: 3 clusters Score -293672.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -293678.718750 Penalty: 4032.655518
	Iteration 24Q: 3 clusters Score -293678.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -293684.968750 Penalty: 4032.655518
	Iteration 25Q: 3 clusters Score -293685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -293690.625000 Penalty: 4032.655518
	Iteration 26Q: 3 clusters Score -293690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -293693.718750 Penalty: 4032.655518
	Iteration 27Q: 3 clusters Score -293693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -293697.312500 Penalty: 4032.655518
	Iteration 28Q: 3 clusters Score -293697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -293699.187500 Penalty: 4032.655518
	Iteration 29Q: 3 clusters Score -293699.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -293702.500000 Penalty: 4032.655518
	Iteration 30Q: 3 clusters Score -293702.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -293709.218750 Penalty: 4032.655518
	Iteration 31Q: 3 clusters Score -293709.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -293717.906250 Penalty: 4032.655518
	Iteration 32Q: 3 clusters Score -293717.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -293728.406250 Penalty: 4032.655518
	Iteration 33Q: 3 clusters Score -293728.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -293740.812500 Penalty: 4032.655518
	Iteration 34Q: 3 clusters Score -293740.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -293749.593750 Penalty: 4032.655518
	Iteration 35Q: 3 clusters Score -293749.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -293755.062500 Penalty: 4032.655518
	Iteration 36Q: 3 clusters Score -293755.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -293762.656250 Penalty: 4032.655518
	Iteration 37Q: 3 clusters Score -293762.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -293771.968750 Penalty: 4032.655518
	Iteration 38Q: 3 clusters Score -293772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -293777.250000 Penalty: 4032.655518
	Iteration 39Q: 3 clusters Score -293777.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -293781.812500 Penalty: 4032.655518
	Iteration 40F: 3 clusters Score -293781.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -293785.218750 Penalty: 4032.655518
	Iteration 41Q: 3 clusters Score -293785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -293793.031250 Penalty: 4032.655518
	Iteration 42Q: 3 clusters Score -293793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -293798.281250 Penalty: 4032.655518
	Iteration 43Q: 3 clusters Score -293798.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -293803.656250 Penalty: 4032.655518
	Iteration 44Q: 3 clusters Score -293803.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -293807.812500 Penalty: 4032.655518
	Iteration 45Q: 3 clusters Score -293807.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -293814.312500 Penalty: 4032.655518
	Iteration 46Q: 3 clusters Score -293814.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -293820.750000 Penalty: 4032.655518
	Iteration 47Q: 3 clusters Score -293820.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -293825.812500 Penalty: 4032.655518
	Iteration 48Q: 3 clusters Score -293825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -293829.625000 Penalty: 4032.655518
	Iteration 49Q: 3 clusters Score -293829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -293833.625000 Penalty: 4032.655518
	Iteration 50Q: 3 clusters Score -293833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -293837.406250 Penalty: 4032.655518
	Iteration 51Q: 3 clusters Score -293837.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -293840.093750 Penalty: 4032.655518
	Iteration 52Q: 3 clusters Score -293840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -293841.875000 Penalty: 4032.655518
	Iteration 53Q: 3 clusters Score -293841.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -293843.812500 Penalty: 4032.655518
	Iteration 54Q: 3 clusters Score -293843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -293845.968750 Penalty: 4032.655518
	Iteration 55Q: 3 clusters Score -293846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -293849.093750 Penalty: 4032.655518
	Iteration 56Q: 3 clusters Score -293849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -293852.125000 Penalty: 4032.655518
	Iteration 57Q: 3 clusters Score -293852.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -293854.562500 Penalty: 4032.655518
	Iteration 58Q: 3 clusters Score -293854.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -293857.968750 Penalty: 4032.655518
	Iteration 59Q: 3 clusters Score -293858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -293861.781250 Penalty: 4032.655518
	Iteration 60F: 3 clusters Score -293861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -293864.750000 Penalty: 4032.655518
	Iteration 61Q: 3 clusters Score -293864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -293868.031250 Penalty: 4032.655518
	Iteration 62Q: 3 clusters Score -293868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -293872.218750 Penalty: 4032.655518
	Iteration 63Q: 3 clusters Score -293872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -293874.343750 Penalty: 4032.655518
	Iteration 64Q: 3 clusters Score -293874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -293875.781250 Penalty: 4032.655518
	Iteration 65Q: 3 clusters Score -293875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -293878.968750 Penalty: 4032.655518
	Iteration 66Q: 3 clusters Score -293879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -293882.093750 Penalty: 4032.655518
	Iteration 67Q: 3 clusters Score -293882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -293886.625000 Penalty: 4032.655518
	Iteration 68Q: 3 clusters Score -293886.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -293891.437500 Penalty: 4032.655518
	Iteration 69Q: 3 clusters Score -293891.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -293897.656250 Penalty: 4032.655518
	Iteration 70Q: 3 clusters Score -293897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -293900.875000 Penalty: 4032.655518
	Iteration 71Q: 3 clusters Score -293900.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -293902.218750 Penalty: 4032.655518
	Iteration 72Q: 3 clusters Score -293902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -293902.875000 Penalty: 4032.655518
	Iteration 73Q: 3 clusters Score -293902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -293904.937500 Penalty: 4032.655518
	Iteration 74Q: 3 clusters Score -293904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -293907.218750 Penalty: 4032.655518
	Iteration 75Q: 3 clusters Score -293907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -293908.218750 Penalty: 4032.655518
	Iteration 76Q: 3 clusters Score -293908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -293909.968750 Penalty: 4032.655518
	Iteration 77Q: 3 clusters Score -293910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -293911.656250 Penalty: 4032.655518
	Iteration 78Q: 3 clusters Score -293911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -293911.687500 Penalty: 4032.655518
	Iteration 79Q: 3 clusters Score -293911.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -293911.687500 Penalty: 4032.655518
	Iteration 80F: 3 clusters Score -293911.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Entering Unmasked Estep 
Score: -888470.062500 Penalty: 2291.205811
	Iteration 0F: 2 clusters Score -888470.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -880703.875000 Penalty: 4582.411621
	Iteration 0F: 3 clusters Score -880703.9 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -882982.812500 Penalty: 4582.411621
	Iteration 1F: 3 clusters Score -882982.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -883266.312500 Penalty: 4582.411621
	Iteration 2F: 3 clusters Score -883266.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -883501.250000 Penalty: 4582.411621
	Iteration 3Q: 3 clusters Score -883501.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -883714.125000 Penalty: 4582.411621
	Iteration 4Q: 3 clusters Score -883714.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -883922.625000 Penalty: 4582.411621
	Iteration 5Q: 3 clusters Score -883922.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -884113.875000 Penalty: 4582.411621
	Iteration 6Q: 3 clusters Score -884113.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -884299.625000 Penalty: 4582.411621
	Iteration 7Q: 3 clusters Score -884299.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -884446.437500 Penalty: 4582.411621
	Iteration 8Q: 3 clusters Score -884446.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -884580.125000 Penalty: 4582.411621
	Iteration 9Q: 3 clusters Score -884580.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -884699.937500 Penalty: 4582.411621
	Iteration 10Q: 3 clusters Score -884699.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -884790.312500 Penalty: 4582.411621
	Iteration 11Q: 3 clusters Score -884790.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -884869.250000 Penalty: 4582.411621
	Iteration 12Q: 3 clusters Score -884869.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -884937.250000 Penalty: 4582.411621
	Iteration 13Q: 3 clusters Score -884937.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -884992.937500 Penalty: 4582.411621
	Iteration 14Q: 3 clusters Score -884992.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -885040.500000 Penalty: 4582.411621
	Iteration 15Q: 3 clusters Score -885040.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -885081.625000 Penalty: 4582.411621
	Iteration 16Q: 3 clusters Score -885081.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -885130.750000 Penalty: 4582.411621
	Iteration 17Q: 3 clusters Score -885130.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -885174.937500 Penalty: 4582.411621
	Iteration 18Q: 3 clusters Score -885174.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -885208.687500 Penalty: 4582.411621
	Iteration 19Q: 3 clusters Score -885208.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -885247.750000 Penalty: 4582.411621
	Iteration 20F: 3 clusters Score -885247.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -885281.937500 Penalty: 4582.411621
	Iteration 21Q: 3 clusters Score -885281.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -885305.375000 Penalty: 4582.411621
	Iteration 22Q: 3 clusters Score -885305.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -885320.250000 Penalty: 4582.411621
	Iteration 23Q: 3 clusters Score -885320.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -885338.125000 Penalty: 4582.411621
	Iteration 24Q: 3 clusters Score -885338.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -885354.250000 Penalty: 4582.411621
	Iteration 25Q: 3 clusters Score -885354.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -885372.562500 Penalty: 4582.411621
	Iteration 26Q: 3 clusters Score -885372.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -885384.437500 Penalty: 4582.411621
	Iteration 27Q: 3 clusters Score -885384.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -885400.562500 Penalty: 4582.411621
	Iteration 28Q: 3 clusters Score -885400.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -885416.062500 Penalty: 4582.411621
	Iteration 29Q: 3 clusters Score -885416.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -885432.750000 Penalty: 4582.411621
	Iteration 30Q: 3 clusters Score -885432.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -885451.625000 Penalty: 4582.411621
	Iteration 31Q: 3 clusters Score -885451.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -885468.312500 Penalty: 4582.411621
	Iteration 32Q: 3 clusters Score -885468.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -885484.500000 Penalty: 4582.411621
	Iteration 33Q: 3 clusters Score -885484.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -885494.625000 Penalty: 4582.411621
	Iteration 34Q: 3 clusters Score -885494.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -885506.500000 Penalty: 4582.411621
	Iteration 35Q: 3 clusters Score -885506.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -885523.500000 Penalty: 4582.411621
	Iteration 36Q: 3 clusters Score -885523.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -885538.750000 Penalty: 4582.411621
	Iteration 37Q: 3 clusters Score -885538.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -885552.125000 Penalty: 4582.411621
	Iteration 38Q: 3 clusters Score -885552.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -885566.562500 Penalty: 4582.411621
	Iteration 39Q: 3 clusters Score -885566.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -885586.250000 Penalty: 4582.411621
	Iteration 40F: 3 clusters Score -885586.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -885606.000000 Penalty: 4582.411621
	Iteration 41Q: 3 clusters Score -885606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -885623.750000 Penalty: 4582.411621
	Iteration 42Q: 3 clusters Score -885623.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -885646.000000 Penalty: 4582.411621
	Iteration 43Q: 3 clusters Score -885646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -885665.500000 Penalty: 4582.411621
	Iteration 44Q: 3 clusters Score -885665.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -885682.875000 Penalty: 4582.411621
	Iteration 45Q: 3 clusters Score -885682.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -885696.937500 Penalty: 4582.411621
	Iteration 46Q: 3 clusters Score -885696.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -885712.125000 Penalty: 4582.411621
	Iteration 47Q: 3 clusters Score -885712.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -885738.937500 Penalty: 4582.411621
	Iteration 48Q: 3 clusters Score -885738.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -885773.437500 Penalty: 4582.411621
	Iteration 49Q: 3 clusters Score -885773.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -885817.187500 Penalty: 4582.411621
	Iteration 50Q: 3 clusters Score -885817.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -885867.500000 Penalty: 4582.411621
	Iteration 51Q: 3 clusters Score -885867.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -885926.937500 Penalty: 4582.411621
	Iteration 52Q: 3 clusters Score -885926.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -885981.812500 Penalty: 4582.411621
	Iteration 53Q: 3 clusters Score -885981.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -886026.750000 Penalty: 4582.411621
	Iteration 54Q: 3 clusters Score -886026.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -886062.750000 Penalty: 4582.411621
	Iteration 55Q: 3 clusters Score -886062.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -886091.250000 Penalty: 4582.411621
	Iteration 56Q: 3 clusters Score -886091.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -886119.250000 Penalty: 4582.411621
	Iteration 57Q: 3 clusters Score -886119.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -886147.062500 Penalty: 4582.411621
	Iteration 58Q: 3 clusters Score -886147.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -886175.562500 Penalty: 4582.411621
	Iteration 59Q: 3 clusters Score -886175.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -886198.000000 Penalty: 4582.411621
	Iteration 60F: 3 clusters Score -886198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -886224.250000 Penalty: 4582.411621
	Iteration 61Q: 3 clusters Score -886224.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -886247.187500 Penalty: 4582.411621
	Iteration 62Q: 3 clusters Score -886247.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -886262.312500 Penalty: 4582.411621
	Iteration 63Q: 3 clusters Score -886262.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -886282.187500 Penalty: 4582.411621
	Iteration 64Q: 3 clusters Score -886282.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -886298.062500 Penalty: 4582.411621
	Iteration 65Q: 3 clusters Score -886298.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -886313.812500 Penalty: 4582.411621
	Iteration 66Q: 3 clusters Score -886313.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -886326.750000 Penalty: 4582.411621
	Iteration 67Q: 3 clusters Score -886326.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -886338.062500 Penalty: 4582.411621
	Iteration 68Q: 3 clusters Score -886338.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -886355.812500 Penalty: 4582.411621
	Iteration 69Q: 3 clusters Score -886355.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -886374.937500 Penalty: 4582.411621
	Iteration 70Q: 3 clusters Score -886374.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -886391.750000 Penalty: 4582.411621
	Iteration 71Q: 3 clusters Score -886391.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -886411.875000 Penalty: 4582.411621
	Iteration 72Q: 3 clusters Score -886411.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -886429.687500 Penalty: 4582.411621
	Iteration 73Q: 3 clusters Score -886429.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -886443.625000 Penalty: 4582.411621
	Iteration 74Q: 3 clusters Score -886443.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -886459.750000 Penalty: 4582.411621
	Iteration 75Q: 3 clusters Score -886459.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -886466.750000 Penalty: 4582.411621
	Iteration 76Q: 3 clusters Score -886466.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -886474.312500 Penalty: 4582.411621
	Iteration 77Q: 3 clusters Score -886474.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -886481.187500 Penalty: 4582.411621
	Iteration 78Q: 3 clusters Score -886481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -886486.062500 Penalty: 4582.411621
	Iteration 79Q: 3 clusters Score -886486.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -886488.875000 Penalty: 4582.411621
	Iteration 80F: 3 clusters Score -886488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -886494.250000 Penalty: 4582.411621
	Iteration 81Q: 3 clusters Score -886494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -886498.375000 Penalty: 4582.411621
	Iteration 82Q: 3 clusters Score -886498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -886506.000000 Penalty: 4582.411621
	Iteration 83Q: 3 clusters Score -886506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -886515.562500 Penalty: 4582.411621
	Iteration 84Q: 3 clusters Score -886515.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -886522.062500 Penalty: 4582.411621
	Iteration 85Q: 3 clusters Score -886522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -886523.750000 Penalty: 4582.411621
	Iteration 86Q: 3 clusters Score -886523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -886527.187500 Penalty: 4582.411621
	Iteration 87Q: 3 clusters Score -886527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -886531.687500 Penalty: 4582.411621
	Iteration 88Q: 3 clusters Score -886531.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -886533.625000 Penalty: 4582.411621
	Iteration 89Q: 3 clusters Score -886533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -886533.625000 Penalty: 4582.411621
	Iteration 90F: 3 clusters Score -886533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Entering Unmasked Estep 
Score: -678482.750000 Penalty: 2219.249268
	Iteration 0F: 2 clusters Score -678482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -672218.625000 Penalty: 4438.498535
	Iteration 0F: 3 clusters Score -672218.6 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -673901.375000 Penalty: 4438.498535
	Iteration 1F: 3 clusters Score -673901.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -674224.437500 Penalty: 4438.498535
	Iteration 2F: 3 clusters Score -674224.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -674436.250000 Penalty: 4438.498535
	Iteration 3F: 3 clusters Score -674436.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -674592.562500 Penalty: 4438.498535
	Iteration 4Q: 3 clusters Score -674592.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -674724.875000 Penalty: 4438.498535
	Iteration 5Q: 3 clusters Score -674724.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -674838.937500 Penalty: 4438.498535
	Iteration 6Q: 3 clusters Score -674838.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -674941.437500 Penalty: 4438.498535
	Iteration 7Q: 3 clusters Score -674941.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -675048.000000 Penalty: 4438.498535
	Iteration 8Q: 3 clusters Score -675048 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -675139.875000 Penalty: 4438.498535
	Iteration 9Q: 3 clusters Score -675139.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -675227.000000 Penalty: 4438.498535
	Iteration 10Q: 3 clusters Score -675227 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -675316.187500 Penalty: 4438.498535
	Iteration 11Q: 3 clusters Score -675316.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -675403.687500 Penalty: 4438.498535
	Iteration 12Q: 3 clusters Score -675403.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -675479.937500 Penalty: 4438.498535
	Iteration 13Q: 3 clusters Score -675479.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -675557.500000 Penalty: 4438.498535
	Iteration 14Q: 3 clusters Score -675557.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -675630.687500 Penalty: 4438.498535
	Iteration 15Q: 3 clusters Score -675630.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -675687.062500 Penalty: 4438.498535
	Iteration 16Q: 3 clusters Score -675687.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -675735.875000 Penalty: 4438.498535
	Iteration 17Q: 3 clusters Score -675735.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -675787.875000 Penalty: 4438.498535
	Iteration 18Q: 3 clusters Score -675787.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -675843.437500 Penalty: 4438.498535
	Iteration 19Q: 3 clusters Score -675843.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -675906.187500 Penalty: 4438.498535
	Iteration 20F: 3 clusters Score -675906.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -675954.812500 Penalty: 4438.498535
	Iteration 21Q: 3 clusters Score -675954.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -676005.062500 Penalty: 4438.498535
	Iteration 22Q: 3 clusters Score -676005.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -676058.812500 Penalty: 4438.498535
	Iteration 23Q: 3 clusters Score -676058.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -676101.937500 Penalty: 4438.498535
	Iteration 24Q: 3 clusters Score -676101.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -676142.125000 Penalty: 4438.498535
	Iteration 25Q: 3 clusters Score -676142.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -676174.687500 Penalty: 4438.498535
	Iteration 26Q: 3 clusters Score -676174.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -676199.562500 Penalty: 4438.498535
	Iteration 27Q: 3 clusters Score -676199.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -676228.562500 Penalty: 4438.498535
	Iteration 28Q: 3 clusters Score -676228.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -676254.625000 Penalty: 4438.498535
	Iteration 29Q: 3 clusters Score -676254.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -676276.312500 Penalty: 4438.498535
	Iteration 30Q: 3 clusters Score -676276.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -676296.000000 Penalty: 4438.498535
	Iteration 31Q: 3 clusters Score -676296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -676311.062500 Penalty: 4438.498535
	Iteration 32Q: 3 clusters Score -676311.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -676317.187500 Penalty: 4438.498535
	Iteration 33Q: 3 clusters Score -676317.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -676322.750000 Penalty: 4438.498535
	Iteration 34Q: 3 clusters Score -676322.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -676329.500000 Penalty: 4438.498535
	Iteration 35Q: 3 clusters Score -676329.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -676343.000000 Penalty: 4438.498535
	Iteration 36Q: 3 clusters Score -676343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -676357.375000 Penalty: 4438.498535
	Iteration 37Q: 3 clusters Score -676357.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -676367.437500 Penalty: 4438.498535
	Iteration 38Q: 3 clusters Score -676367.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -676381.625000 Penalty: 4438.498535
	Iteration 39Q: 3 clusters Score -676381.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -676391.250000 Penalty: 4438.498535
	Iteration 40F: 3 clusters Score -676391.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -676403.312500 Penalty: 4438.498535
	Iteration 41Q: 3 clusters Score -676403.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -676411.937500 Penalty: 4438.498535
	Iteration 42Q: 3 clusters Score -676411.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -676425.562500 Penalty: 4438.498535
	Iteration 43Q: 3 clusters Score -676425.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -676435.562500 Penalty: 4438.498535
	Iteration 44Q: 3 clusters Score -676435.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -676449.937500 Penalty: 4438.498535
	Iteration 45Q: 3 clusters Score -676449.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -676466.250000 Penalty: 4438.498535
	Iteration 46Q: 3 clusters Score -676466.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -676475.562500 Penalty: 4438.498535
	Iteration 47Q: 3 clusters Score -676475.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -676482.375000 Penalty: 4438.498535
	Iteration 48Q: 3 clusters Score -676482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -676487.375000 Penalty: 4438.498535
	Iteration 49Q: 3 clusters Score -676487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -676491.500000 Penalty: 4438.498535
	Iteration 50Q: 3 clusters Score -676491.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -676494.437500 Penalty: 4438.498535
	Iteration 51Q: 3 clusters Score -676494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -676494.000000 Penalty: 4438.498535
	Iteration 52Q: 3 clusters Score -676494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -676497.937500 Penalty: 4438.498535
	Iteration 53Q: 3 clusters Score -676497.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -676500.437500 Penalty: 4438.498535
	Iteration 54Q: 3 clusters Score -676500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -676501.937500 Penalty: 4438.498535
	Iteration 55Q: 3 clusters Score -676501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -676503.062500 Penalty: 4438.498535
	Iteration 56Q: 3 clusters Score -676503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -676506.437500 Penalty: 4438.498535
	Iteration 57Q: 3 clusters Score -676506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -676510.437500 Penalty: 4438.498535
	Iteration 58Q: 3 clusters Score -676510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -676511.937500 Penalty: 4438.498535
	Iteration 59Q: 3 clusters Score -676511.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -676514.125000 Penalty: 4438.498535
	Iteration 60F: 3 clusters Score -676514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -676515.250000 Penalty: 4438.498535
	Iteration 61Q: 3 clusters Score -676515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -676516.312500 Penalty: 4438.498535
	Iteration 62Q: 3 clusters Score -676516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -676517.125000 Penalty: 4438.498535
	Iteration 63Q: 3 clusters Score -676517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -676517.375000 Penalty: 4438.498535
	Iteration 64Q: 3 clusters Score -676517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -676517.375000 Penalty: 4438.498535
	Iteration 65F: 3 clusters Score -676517.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -386568.718750 Penalty: 2091.315430
	Iteration 0F: 2 clusters Score -386568.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -382321.125000 Penalty: 4182.630859
	Iteration 0F: 3 clusters Score -382321.1 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -383240.843750 Penalty: 4182.630859
	Iteration 1F: 3 clusters Score -383240.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -383442.375000 Penalty: 4182.630859
	Iteration 2F: 3 clusters Score -383442.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -383565.562500 Penalty: 4182.630859
	Iteration 3F: 3 clusters Score -383565.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -383647.750000 Penalty: 4182.630859
	Iteration 4Q: 3 clusters Score -383647.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -383725.906250 Penalty: 4182.630859
	Iteration 5Q: 3 clusters Score -383725.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -383788.625000 Penalty: 4182.630859
	Iteration 6Q: 3 clusters Score -383788.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -383837.875000 Penalty: 4182.630859
	Iteration 7Q: 3 clusters Score -383837.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -383881.781250 Penalty: 4182.630859
	Iteration 8Q: 3 clusters Score -383881.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -383911.156250 Penalty: 4182.630859
	Iteration 9Q: 3 clusters Score -383911.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -383941.250000 Penalty: 4182.630859
	Iteration 10Q: 3 clusters Score -383941.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -383979.687500 Penalty: 4182.630859
	Iteration 11Q: 3 clusters Score -383979.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -384020.593750 Penalty: 4182.630859
	Iteration 12Q: 3 clusters Score -384020.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -384056.593750 Penalty: 4182.630859
	Iteration 13Q: 3 clusters Score -384056.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -384101.437500 Penalty: 4182.630859
	Iteration 14Q: 3 clusters Score -384101.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -384148.312500 Penalty: 4182.630859
	Iteration 15Q: 3 clusters Score -384148.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -384194.843750 Penalty: 4182.630859
	Iteration 16Q: 3 clusters Score -384194.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -384245.968750 Penalty: 4182.630859
	Iteration 17Q: 3 clusters Score -384246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -384309.468750 Penalty: 4182.630859
	Iteration 18Q: 3 clusters Score -384309.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -384388.343750 Penalty: 4182.630859
	Iteration 19Q: 3 clusters Score -384388.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -384478.531250 Penalty: 4182.630859
	Iteration 20F: 3 clusters Score -384478.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -384582.593750 Penalty: 4182.630859
	Iteration 21Q: 3 clusters Score -384582.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -384678.875000 Penalty: 4182.630859
	Iteration 22Q: 3 clusters Score -384678.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -384782.781250 Penalty: 4182.630859
	Iteration 23Q: 3 clusters Score -384782.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -384886.562500 Penalty: 4182.630859
	Iteration 24Q: 3 clusters Score -384886.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -384951.812500 Penalty: 4182.630859
	Iteration 25Q: 3 clusters Score -384951.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -384996.343750 Penalty: 4182.630859
	Iteration 26Q: 3 clusters Score -384996.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -385026.781250 Penalty: 4182.630859
	Iteration 27Q: 3 clusters Score -385026.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -385060.656250 Penalty: 4182.630859
	Iteration 28Q: 3 clusters Score -385060.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -385085.875000 Penalty: 4182.630859
	Iteration 29Q: 3 clusters Score -385085.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -385097.250000 Penalty: 4182.630859
	Iteration 30Q: 3 clusters Score -385097.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -385105.968750 Penalty: 4182.630859
	Iteration 31Q: 3 clusters Score -385106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -385111.343750 Penalty: 4182.630859
	Iteration 32Q: 3 clusters Score -385111.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -385118.187500 Penalty: 4182.630859
	Iteration 33Q: 3 clusters Score -385118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -385123.031250 Penalty: 4182.630859
	Iteration 34Q: 3 clusters Score -385123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -385127.937500 Penalty: 4182.630859
	Iteration 35Q: 3 clusters Score -385127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -385134.625000 Penalty: 4182.630859
	Iteration 36Q: 3 clusters Score -385134.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -385139.562500 Penalty: 4182.630859
	Iteration 37Q: 3 clusters Score -385139.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -385142.812500 Penalty: 4182.630859
	Iteration 38Q: 3 clusters Score -385142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -385142.718750 Penalty: 4182.630859
	Iteration 39Q: 3 clusters Score -385142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -385142.718750 Penalty: 4182.630859
	Iteration 40F: 3 clusters Score -385142.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -587594.312500 Penalty: 2184.327148
	Iteration 0F: 2 clusters Score -587594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -581970.375000 Penalty: 4368.654297
	Iteration 0F: 3 clusters Score -581970.4 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -583348.437500 Penalty: 4368.654297
	Iteration 1F: 3 clusters Score -583348.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -583585.000000 Penalty: 4368.654297
	Iteration 2F: 3 clusters Score -583585 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -583745.687500 Penalty: 4368.654297
	Iteration 3F: 3 clusters Score -583745.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -583859.312500 Penalty: 4368.654297
	Iteration 4Q: 3 clusters Score -583859.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -583942.250000 Penalty: 4368.654297
	Iteration 5Q: 3 clusters Score -583942.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -583998.187500 Penalty: 4368.654297
	Iteration 6Q: 3 clusters Score -583998.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -584046.312500 Penalty: 4368.654297
	Iteration 7Q: 3 clusters Score -584046.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -584087.625000 Penalty: 4368.654297
	Iteration 8Q: 3 clusters Score -584087.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -584124.062500 Penalty: 4368.654297
	Iteration 9Q: 3 clusters Score -584124.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -584151.937500 Penalty: 4368.654297
	Iteration 10Q: 3 clusters Score -584151.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -584170.937500 Penalty: 4368.654297
	Iteration 11Q: 3 clusters Score -584170.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -584187.812500 Penalty: 4368.654297
	Iteration 12Q: 3 clusters Score -584187.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -584205.062500 Penalty: 4368.654297
	Iteration 13Q: 3 clusters Score -584205.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -584218.437500 Penalty: 4368.654297
	Iteration 14Q: 3 clusters Score -584218.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -584233.000000 Penalty: 4368.654297
	Iteration 15Q: 3 clusters Score -584233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -584251.875000 Penalty: 4368.654297
	Iteration 16Q: 3 clusters Score -584251.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -584272.375000 Penalty: 4368.654297
	Iteration 17Q: 3 clusters Score -584272.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -584294.312500 Penalty: 4368.654297
	Iteration 18Q: 3 clusters Score -584294.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -584315.062500 Penalty: 4368.654297
	Iteration 19Q: 3 clusters Score -584315.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -584334.250000 Penalty: 4368.654297
	Iteration 20F: 3 clusters Score -584334.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -584352.250000 Penalty: 4368.654297
	Iteration 21Q: 3 clusters Score -584352.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -584369.250000 Penalty: 4368.654297
	Iteration 22Q: 3 clusters Score -584369.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -584389.187500 Penalty: 4368.654297
	Iteration 23Q: 3 clusters Score -584389.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -584415.812500 Penalty: 4368.654297
	Iteration 24Q: 3 clusters Score -584415.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -584450.187500 Penalty: 4368.654297
	Iteration 25Q: 3 clusters Score -584450.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -584488.187500 Penalty: 4368.654297
	Iteration 26Q: 3 clusters Score -584488.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -584527.875000 Penalty: 4368.654297
	Iteration 27Q: 3 clusters Score -584527.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -584581.125000 Penalty: 4368.654297
	Iteration 28Q: 3 clusters Score -584581.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -584659.437500 Penalty: 4368.654297
	Iteration 29Q: 3 clusters Score -584659.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -584752.187500 Penalty: 4368.654297
	Iteration 30Q: 3 clusters Score -584752.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -584857.562500 Penalty: 4368.654297
	Iteration 31Q: 3 clusters Score -584857.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -584984.750000 Penalty: 4368.654297
	Iteration 32Q: 3 clusters Score -584984.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -585110.875000 Penalty: 4368.654297
	Iteration 33Q: 3 clusters Score -585110.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -585245.250000 Penalty: 4368.654297
	Iteration 34Q: 3 clusters Score -585245.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -585370.312500 Penalty: 4368.654297
	Iteration 35Q: 3 clusters Score -585370.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -585456.375000 Penalty: 4368.654297
	Iteration 36Q: 3 clusters Score -585456.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -585526.625000 Penalty: 4368.654297
	Iteration 37Q: 3 clusters Score -585526.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -585588.625000 Penalty: 4368.654297
	Iteration 38Q: 3 clusters Score -585588.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -585636.750000 Penalty: 4368.654297
	Iteration 39Q: 3 clusters Score -585636.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -585657.437500 Penalty: 4368.654297
	Iteration 40F: 3 clusters Score -585657.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -585673.687500 Penalty: 4368.654297
	Iteration 41Q: 3 clusters Score -585673.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -585686.000000 Penalty: 4368.654297
	Iteration 42Q: 3 clusters Score -585686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -585697.562500 Penalty: 4368.654297
	Iteration 43Q: 3 clusters Score -585697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -585702.437500 Penalty: 4368.654297
	Iteration 44Q: 3 clusters Score -585702.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -585714.000000 Penalty: 4368.654297
	Iteration 45Q: 3 clusters Score -585714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -585724.062500 Penalty: 4368.654297
	Iteration 46Q: 3 clusters Score -585724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -585728.437500 Penalty: 4368.654297
	Iteration 47Q: 3 clusters Score -585728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -585732.375000 Penalty: 4368.654297
	Iteration 48Q: 3 clusters Score -585732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -585736.312500 Penalty: 4368.654297
	Iteration 49Q: 3 clusters Score -585736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -585742.187500 Penalty: 4368.654297
	Iteration 50Q: 3 clusters Score -585742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -585745.062500 Penalty: 4368.654297
	Iteration 51Q: 3 clusters Score -585745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -585748.062500 Penalty: 4368.654297
	Iteration 52Q: 3 clusters Score -585748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -585752.625000 Penalty: 4368.654297
	Iteration 53Q: 3 clusters Score -585752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -585754.875000 Penalty: 4368.654297
	Iteration 54Q: 3 clusters Score -585754.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -585758.500000 Penalty: 4368.654297
	Iteration 55Q: 3 clusters Score -585758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -585759.312500 Penalty: 4368.654297
	Iteration 56Q: 3 clusters Score -585759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -585760.000000 Penalty: 4368.654297
	Iteration 57Q: 3 clusters Score -585760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -585760.875000 Penalty: 4368.654297
	Iteration 58Q: 3 clusters Score -585760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -585760.875000 Penalty: 4368.654297
	Iteration 59F: 3 clusters Score -585760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -488696.843750 Penalty: 2138.502441
	Iteration 0F: 2 clusters Score -488696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -483854.000000 Penalty: 4277.004883
	Iteration 0F: 3 clusters Score -483854 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -485108.875000 Penalty: 4277.004883
	Iteration 1F: 3 clusters Score -485108.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -485381.750000 Penalty: 4277.004883
	Iteration 2F: 3 clusters Score -485381.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -485562.218750 Penalty: 4277.004883
	Iteration 3F: 3 clusters Score -485562.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -485710.781250 Penalty: 4277.004883
	Iteration 4Q: 3 clusters Score -485710.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -485829.750000 Penalty: 4277.004883
	Iteration 5Q: 3 clusters Score -485829.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -485943.406250 Penalty: 4277.004883
	Iteration 6Q: 3 clusters Score -485943.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -486053.562500 Penalty: 4277.004883
	Iteration 7Q: 3 clusters Score -486053.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -486136.500000 Penalty: 4277.004883
	Iteration 8Q: 3 clusters Score -486136.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -486231.781250 Penalty: 4277.004883
	Iteration 9Q: 3 clusters Score -486231.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -486314.875000 Penalty: 4277.004883
	Iteration 10Q: 3 clusters Score -486314.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -486393.906250 Penalty: 4277.004883
	Iteration 11Q: 3 clusters Score -486393.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -486460.375000 Penalty: 4277.004883
	Iteration 12Q: 3 clusters Score -486460.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -486509.937500 Penalty: 4277.004883
	Iteration 13Q: 3 clusters Score -486509.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -486562.625000 Penalty: 4277.004883
	Iteration 14Q: 3 clusters Score -486562.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -486613.031250 Penalty: 4277.004883
	Iteration 15Q: 3 clusters Score -486613 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -486658.250000 Penalty: 4277.004883
	Iteration 16Q: 3 clusters Score -486658.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -486697.218750 Penalty: 4277.004883
	Iteration 17Q: 3 clusters Score -486697.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -486730.375000 Penalty: 4277.004883
	Iteration 18Q: 3 clusters Score -486730.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -486761.562500 Penalty: 4277.004883
	Iteration 19Q: 3 clusters Score -486761.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -486798.781250 Penalty: 4277.004883
	Iteration 20F: 3 clusters Score -486798.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -486820.687500 Penalty: 4277.004883
	Iteration 21Q: 3 clusters Score -486820.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -486838.906250 Penalty: 4277.004883
	Iteration 22Q: 3 clusters Score -486838.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -486854.281250 Penalty: 4277.004883
	Iteration 23Q: 3 clusters Score -486854.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -486866.562500 Penalty: 4277.004883
	Iteration 24Q: 3 clusters Score -486866.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -486884.687500 Penalty: 4277.004883
	Iteration 25Q: 3 clusters Score -486884.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -486900.906250 Penalty: 4277.004883
	Iteration 26Q: 3 clusters Score -486900.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -486921.562500 Penalty: 4277.004883
	Iteration 27Q: 3 clusters Score -486921.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -486946.062500 Penalty: 4277.004883
	Iteration 28Q: 3 clusters Score -486946.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -486959.125000 Penalty: 4277.004883
	Iteration 29Q: 3 clusters Score -486959.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -486968.156250 Penalty: 4277.004883
	Iteration 30Q: 3 clusters Score -486968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -486975.031250 Penalty: 4277.004883
	Iteration 31Q: 3 clusters Score -486975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -486977.562500 Penalty: 4277.004883
	Iteration 32Q: 3 clusters Score -486977.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -486978.937500 Penalty: 4277.004883
	Iteration 33Q: 3 clusters Score -486978.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -486981.843750 Penalty: 4277.004883
	Iteration 34Q: 3 clusters Score -486981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -486985.531250 Penalty: 4277.004883
	Iteration 35Q: 3 clusters Score -486985.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -486992.500000 Penalty: 4277.004883
	Iteration 36Q: 3 clusters Score -486992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -486996.593750 Penalty: 4277.004883
	Iteration 37Q: 3 clusters Score -486996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -486999.781250 Penalty: 4277.004883
	Iteration 38Q: 3 clusters Score -486999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -487002.468750 Penalty: 4277.004883
	Iteration 39Q: 3 clusters Score -487002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -487005.468750 Penalty: 4277.004883
	Iteration 40F: 3 clusters Score -487005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -487007.781250 Penalty: 4277.004883
	Iteration 41Q: 3 clusters Score -487007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -487010.531250 Penalty: 4277.004883
	Iteration 42Q: 3 clusters Score -487010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -487010.968750 Penalty: 4277.004883
	Iteration 43Q: 3 clusters Score -487011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -487013.531250 Penalty: 4277.004883
	Iteration 44Q: 3 clusters Score -487013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -487015.718750 Penalty: 4277.004883
	Iteration 45Q: 3 clusters Score -487015.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -487016.625000 Penalty: 4277.004883
	Iteration 46Q: 3 clusters Score -487016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -487018.156250 Penalty: 4277.004883
	Iteration 47Q: 3 clusters Score -487018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -487018.062500 Penalty: 4277.004883
	Iteration 48Q: 3 clusters Score -487018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -487018.062500 Penalty: 4277.004883
	Iteration 49F: 3 clusters Score -487018.1 nChanged 0
--- Evaluating fit on full set of 1395505 points ---
Entering Unmasked Estep 
Score: -114748600.000000 Penalty: 115793.507812
23->34 Clusters: Score -114748600.000000, best is -114775392.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 465168 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 20128 members 
Mstep: Class 3 contains 20282 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 20304 members 
Mstep: Class 6 contains 20361 members 
Mstep: Class 7 contains 20304 members 
Mstep: Class 8 contains 20254 members 
Mstep: Class 9 contains 20261 members 
Mstep: Class 10 contains 20348 members 
Mstep: Class 11 contains 20171 members 
Mstep: Class 12 contains 20200 members 
Mstep: Class 13 contains 20147 members 
Mstep: Class 14 contains 20230 members 
Mstep: Class 15 contains 20038 members 
Mstep: Class 16 contains 20261 members 
Mstep: Class 17 contains 20404 members 
Mstep: Class 18 contains 20269 members 
Mstep: Class 19 contains 20089 members 
Mstep: Class 20 contains 20348 members 
Mstep: Class 21 contains 20312 members 
Mstep: Class 22 contains 20192 members 
Mstep: Class 23 contains 20003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 698.290161 but Gain 3236.437500
Score: -35573892.000000 Penalty: 71201.640625
Iteration 0F: 23 clusters Score -3.557389e+07 nChanged 440625
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 20407 members 
Mstep: Class 3 contains 20030 members 
Mstep: Class 4 contains 39419 members 
Mstep: Class 5 contains 13363 members 
Mstep: Class 6 contains 15052 members 
Mstep: Class 7 contains 19859 members 
Mstep: Class 8 contains 15974 members 
Mstep: Class 9 contains 15744 members 
Mstep: Class 10 contains 16528 members 
Mstep: Class 11 contains 41326 members 
Mstep: Class 12 contains 14153 members 
Mstep: Class 13 contains 18120 members 
Mstep: Class 14 contains 34536 members 
Mstep: Class 16 contains 19850 members 
Mstep: Class 17 contains 18340 members 
Mstep: Class 18 contains 29241 members 
Mstep: Class 19 contains 18379 members 
Mstep: Class 20 contains 39084 members 
Mstep: Class 21 contains 16209 members 
Mstep: Class 22 contains 15738 members 
Mstep: Class 23 contains 9491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36799120.000000 Penalty: 71201.640625
Iteration 1F: 23 clusters Score -3.679912e+07 nChanged 184506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 26120 members 
Mstep: Class 3 contains 29901 members 
Mstep: Class 4 contains 33178 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 12946 members 
Mstep: Class 7 contains 24197 members 
Mstep: Class 8 contains 14854 members 
Mstep: Class 9 contains 21406 members 
Mstep: Class 10 contains 17420 members 
Mstep: Class 11 contains 35465 members 
Mstep: Class 12 contains 14026 members 
Mstep: Class 13 contains 21075 members 
Mstep: Class 14 contains 23813 members 
Mstep: Class 16 contains 26552 members 
Mstep: Class 17 contains 19288 members 
Mstep: Class 18 contains 27460 members 
Mstep: Class 19 contains 22235 members 
Mstep: Class 20 contains 33760 members 
Mstep: Class 21 contains 15045 members 
Mstep: Class 22 contains 12716 members 
Mstep: Class 23 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37260768.000000 Penalty: 71201.640625
Iteration 2F: 23 clusters Score -3.726077e+07 nChanged 151435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 30151 members 
Mstep: Class 3 contains 43967 members 
Mstep: Class 4 contains 23972 members 
Mstep: Class 5 contains 21656 members 
Mstep: Class 6 contains 14447 members 
Mstep: Class 7 contains 28399 members 
Mstep: Class 8 contains 12229 members 
Mstep: Class 9 contains 26706 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 32965 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 13 contains 17642 members 
Mstep: Class 14 contains 13667 members 
Mstep: Class 16 contains 27415 members 
Mstep: Class 17 contains 19367 members 
Mstep: Class 18 contains 29053 members 
Mstep: Class 19 contains 24770 members 
Mstep: Class 20 contains 25640 members 
Mstep: Class 21 contains 16811 members 
Mstep: Class 22 contains 9508 members 
Mstep: Class 23 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37540120.000000 Penalty: 71201.640625
Iteration 3F: 23 clusters Score -3.754012e+07 nChanged 115882
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 30393 members 
Mstep: Class 3 contains 58028 members 
Mstep: Class 4 contains 16090 members 
Mstep: Class 5 contains 30472 members 
Mstep: Class 6 contains 18591 members 
Mstep: Class 7 contains 29235 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 29216 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 31775 members 
Mstep: Class 12 contains 10921 members 
Mstep: Class 13 contains 12734 members 
Mstep: Class 14 contains 9022 members 
Mstep: Class 16 contains 24122 members 
Mstep: Class 17 contains 20486 members 
Mstep: Class 18 contains 28912 members 
Mstep: Class 19 contains 28050 members 
Mstep: Class 20 contains 20048 members 
Mstep: Class 21 contains 21254 members 
Mstep: Class 22 contains 6737 members 
Mstep: Class 23 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37715184.000000 Penalty: 71201.640625
Iteration 4F: 23 clusters Score -3.771518e+07 nChanged 85741
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 28872 members 
Mstep: Class 3 contains 70408 members 
Mstep: Class 4 contains 10263 members 
Mstep: Class 5 contains 37640 members 
Mstep: Class 6 contains 21495 members 
Mstep: Class 7 contains 28420 members 
Mstep: Class 8 contains 7569 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 7847 members 
Mstep: Class 11 contains 29529 members 
Mstep: Class 12 contains 8288 members 
Mstep: Class 13 contains 9458 members 
Mstep: Class 14 contains 7232 members 
Mstep: Class 16 contains 20003 members 
Mstep: Class 17 contains 22104 members 
Mstep: Class 18 contains 28216 members 
Mstep: Class 19 contains 32621 members 
Mstep: Class 20 contains 15769 members 
Mstep: Class 21 contains 25439 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37810392.000000 Penalty: 71201.640625
Iteration 5F: 23 clusters Score -3.781039e+07 nChanged 61322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 26558 members 
Mstep: Class 3 contains 81506 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 42326 members 
Mstep: Class 6 contains 22639 members 
Mstep: Class 7 contains 27266 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 29097 members 
Mstep: Class 10 contains 5572 members 
Mstep: Class 11 contains 26315 members 
Mstep: Class 12 contains 6334 members 
Mstep: Class 13 contains 7676 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 16 contains 16316 members 
Mstep: Class 17 contains 23509 members 
Mstep: Class 18 contains 28433 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 12621 members 
Mstep: Class 21 contains 28064 members 
Mstep: Class 22 contains 3345 members 
Mstep: Class 23 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3018.265137 but Gain 3236.437500
Score: -37864252.000000 Penalty: 67965.203125
Iteration 6F: 22 clusters Score -3.786425e+07 nChanged 47731
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 23556 members 
Mstep: Class 3 contains 92135 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 45856 members 
Mstep: Class 6 contains 23075 members 
Mstep: Class 7 contains 26494 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 27948 members 
Mstep: Class 10 contains 4259 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 5072 members 
Mstep: Class 13 contains 6789 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 24934 members 
Mstep: Class 18 contains 29412 members 
Mstep: Class 19 contains 39162 members 
Mstep: Class 20 contains 10501 members 
Mstep: Class 21 contains 29884 members 
Mstep: Class 23 contains 6213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37903792.000000 Penalty: 67965.203125
Iteration 7F: 22 clusters Score -3.790379e+07 nChanged 35280
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 19939 members 
Mstep: Class 3 contains 101765 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 47464 members 
Mstep: Class 6 contains 23141 members 
Mstep: Class 7 contains 25527 members 
Mstep: Class 8 contains 4585 members 
Mstep: Class 9 contains 26204 members 
Mstep: Class 10 contains 3553 members 
Mstep: Class 11 contains 18638 members 
Mstep: Class 12 contains 4341 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 16 contains 10668 members 
Mstep: Class 17 contains 26001 members 
Mstep: Class 18 contains 29873 members 
Mstep: Class 19 contains 40458 members 
Mstep: Class 20 contains 8948 members 
Mstep: Class 21 contains 31180 members 
Mstep: Class 23 contains 6344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37931448.000000 Penalty: 67965.203125
Iteration 8F: 22 clusters Score -3.793145e+07 nChanged 28251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 16324 members 
Mstep: Class 3 contains 110259 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 48056 members 
Mstep: Class 6 contains 23123 members 
Mstep: Class 7 contains 24630 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 24030 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 15792 members 
Mstep: Class 12 contains 3972 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 5100 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 26840 members 
Mstep: Class 18 contains 30243 members 
Mstep: Class 19 contains 41029 members 
Mstep: Class 20 contains 7926 members 
Mstep: Class 21 contains 32075 members 
Mstep: Class 23 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37953928.000000 Penalty: 67965.203125
Iteration 9F: 22 clusters Score -3.795393e+07 nChanged 23725
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 12915 members 
Mstep: Class 3 contains 117925 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 47811 members 
Mstep: Class 6 contains 23106 members 
Mstep: Class 7 contains 23773 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 21604 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 13677 members 
Mstep: Class 12 contains 3826 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 27553 members 
Mstep: Class 18 contains 30767 members 
Mstep: Class 19 contains 40979 members 
Mstep: Class 20 contains 7209 members 
Mstep: Class 21 contains 32717 members 
Mstep: Class 23 contains 6534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37974420.000000 Penalty: 67965.203125
Iteration 10F: 22 clusters Score -3.797442e+07 nChanged 20939
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 9960 members 
Mstep: Class 3 contains 124448 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 47275 members 
Mstep: Class 6 contains 23101 members 
Mstep: Class 7 contains 22854 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 19158 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 11 contains 12004 members 
Mstep: Class 12 contains 3902 members 
Mstep: Class 13 contains 7650 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 28094 members 
Mstep: Class 18 contains 31489 members 
Mstep: Class 19 contains 40274 members 
Mstep: Class 20 contains 6699 members 
Mstep: Class 21 contains 33112 members 
Mstep: Class 23 contains 6652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37991892.000000 Penalty: 67965.203125
Iteration 11Q: 22 clusters Score -3.799189e+07 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 129393 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 46554 members 
Mstep: Class 6 contains 23094 members 
Mstep: Class 7 contains 21866 members 
Mstep: Class 8 contains 4061 members 
Mstep: Class 9 contains 17062 members 
Mstep: Class 10 contains 4196 members 
Mstep: Class 11 contains 10655 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 8116 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 16 contains 8835 members 
Mstep: Class 17 contains 28268 members 
Mstep: Class 18 contains 32614 members 
Mstep: Class 19 contains 39075 members 
Mstep: Class 20 contains 6412 members 
Mstep: Class 21 contains 33521 members 
Mstep: Class 23 contains 6727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38007172.000000 Penalty: 67965.203125
Iteration 12Q: 22 clusters Score -3.800717e+07 nChanged 16219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 6807 members 
Mstep: Class 3 contains 132716 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 45701 members 
Mstep: Class 6 contains 23105 members 
Mstep: Class 7 contains 20793 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 9594 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 8473 members 
Mstep: Class 14 contains 5088 members 
Mstep: Class 16 contains 9455 members 
Mstep: Class 17 contains 28142 members 
Mstep: Class 18 contains 34002 members 
Mstep: Class 19 contains 37762 members 
Mstep: Class 20 contains 6267 members 
Mstep: Class 21 contains 33750 members 
Mstep: Class 23 contains 6816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38020300.000000 Penalty: 67965.203125
Iteration 13Q: 22 clusters Score -3.80203e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 6671 members 
Mstep: Class 3 contains 134733 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 44754 members 
Mstep: Class 6 contains 23091 members 
Mstep: Class 7 contains 19713 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 14145 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 8773 members 
Mstep: Class 12 contains 5306 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 16 contains 10355 members 
Mstep: Class 17 contains 27571 members 
Mstep: Class 18 contains 35642 members 
Mstep: Class 19 contains 36365 members 
Mstep: Class 20 contains 6269 members 
Mstep: Class 21 contains 33625 members 
Mstep: Class 23 contains 6875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38031368.000000 Penalty: 67965.203125
Iteration 14Q: 22 clusters Score -3.803137e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 135796 members 
Mstep: Class 4 contains 3918 members 
Mstep: Class 5 contains 43650 members 
Mstep: Class 6 contains 23077 members 
Mstep: Class 7 contains 18655 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 13255 members 
Mstep: Class 10 contains 5572 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 6082 members 
Mstep: Class 13 contains 8895 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 16 contains 11180 members 
Mstep: Class 17 contains 26735 members 
Mstep: Class 18 contains 37355 members 
Mstep: Class 19 contains 35099 members 
Mstep: Class 20 contains 6309 members 
Mstep: Class 21 contains 33282 members 
Mstep: Class 23 contains 6958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38041580.000000 Penalty: 67965.203125
Iteration 15Q: 22 clusters Score -3.804158e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 8116 members 
Mstep: Class 3 contains 136216 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 42431 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 17688 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 12696 members 
Mstep: Class 10 contains 6014 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 9006 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 16 contains 11856 members 
Mstep: Class 17 contains 25819 members 
Mstep: Class 18 contains 39088 members 
Mstep: Class 19 contains 34013 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 32810 members 
Mstep: Class 23 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38051372.000000 Penalty: 67965.203125
Iteration 16Q: 22 clusters Score -3.805137e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 8953 members 
Mstep: Class 3 contains 136037 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 41033 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 16831 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 12482 members 
Mstep: Class 10 contains 6452 members 
Mstep: Class 11 contains 7315 members 
Mstep: Class 12 contains 7912 members 
Mstep: Class 13 contains 9082 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 16 contains 12418 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 40884 members 
Mstep: Class 19 contains 33197 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 21 contains 32188 members 
Mstep: Class 23 contains 7054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38059992.000000 Penalty: 67965.203125
Iteration 17Q: 22 clusters Score -3.805999e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 9551 members 
Mstep: Class 3 contains 135537 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 39587 members 
Mstep: Class 6 contains 23096 members 
Mstep: Class 7 contains 16137 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 12485 members 
Mstep: Class 10 contains 6768 members 
Mstep: Class 11 contains 7094 members 
Mstep: Class 12 contains 8956 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 5091 members 
Mstep: Class 16 contains 12843 members 
Mstep: Class 17 contains 24506 members 
Mstep: Class 18 contains 42541 members 
Mstep: Class 19 contains 32559 members 
Mstep: Class 20 contains 6708 members 
Mstep: Class 21 contains 31616 members 
Mstep: Class 23 contains 7050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38067120.000000 Penalty: 67965.203125
Iteration 18Q: 22 clusters Score -3.806712e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 9854 members 
Mstep: Class 3 contains 134864 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 38109 members 
Mstep: Class 6 contains 23109 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 12629 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 6934 members 
Mstep: Class 12 contains 9957 members 
Mstep: Class 13 contains 9238 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 16 contains 13200 members 
Mstep: Class 17 contains 24211 members 
Mstep: Class 18 contains 44162 members 
Mstep: Class 19 contains 32034 members 
Mstep: Class 20 contains 6885 members 
Mstep: Class 21 contains 31148 members 
Mstep: Class 23 contains 7031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38073012.000000 Penalty: 67965.203125
Iteration 19Q: 22 clusters Score -3.807301e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 9887 members 
Mstep: Class 3 contains 134159 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 36770 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 15392 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 12886 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 6820 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 9289 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 16 contains 13470 members 
Mstep: Class 17 contains 24092 members 
Mstep: Class 18 contains 45495 members 
Mstep: Class 19 contains 31556 members 
Mstep: Class 20 contains 7094 members 
Mstep: Class 21 contains 30837 members 
Mstep: Class 23 contains 6998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38077440.000000 Penalty: 67965.203125
Iteration 20F: 22 clusters Score -3.807744e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 133420 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 35548 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 15281 members 
Mstep: Class 8 contains 3168 members 
Mstep: Class 9 contains 13196 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 6730 members 
Mstep: Class 12 contains 11724 members 
Mstep: Class 13 contains 9356 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 16 contains 13653 members 
Mstep: Class 17 contains 24099 members 
Mstep: Class 18 contains 46489 members 
Mstep: Class 19 contains 31227 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 30510 members 
Mstep: Class 23 contains 6891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38080548.000000 Penalty: 67965.203125
Iteration 21Q: 22 clusters Score -3.808055e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 132742 members 
Mstep: Class 4 contains 5431 members 
Mstep: Class 5 contains 34575 members 
Mstep: Class 6 contains 23174 members 
Mstep: Class 7 contains 15234 members 
Mstep: Class 8 contains 3144 members 
Mstep: Class 9 contains 13457 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 6668 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 16 contains 13814 members 
Mstep: Class 17 contains 24182 members 
Mstep: Class 18 contains 47227 members 
Mstep: Class 19 contains 31012 members 
Mstep: Class 20 contains 7651 members 
Mstep: Class 21 contains 30356 members 
Mstep: Class 23 contains 6856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38083164.000000 Penalty: 67965.203125
Iteration 22Q: 22 clusters Score -3.808316e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 8932 members 
Mstep: Class 3 contains 132201 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 33777 members 
Mstep: Class 6 contains 23183 members 
Mstep: Class 7 contains 15241 members 
Mstep: Class 8 contains 3150 members 
Mstep: Class 9 contains 13662 members 
Mstep: Class 10 contains 7173 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 9432 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 16 contains 13962 members 
Mstep: Class 17 contains 24345 members 
Mstep: Class 18 contains 47717 members 
Mstep: Class 19 contains 30846 members 
Mstep: Class 20 contains 7969 members 
Mstep: Class 21 contains 30304 members 
Mstep: Class 23 contains 6793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38085132.000000 Penalty: 67965.203125
Iteration 23Q: 22 clusters Score -3.808513e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 8369 members 
Mstep: Class 3 contains 131700 members 
Mstep: Class 4 contains 5820 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 23188 members 
Mstep: Class 7 contains 15285 members 
Mstep: Class 8 contains 3174 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 7087 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 9459 members 
Mstep: Class 14 contains 5232 members 
Mstep: Class 16 contains 14102 members 
Mstep: Class 17 contains 24569 members 
Mstep: Class 18 contains 48077 members 
Mstep: Class 19 contains 30760 members 
Mstep: Class 20 contains 8296 members 
Mstep: Class 21 contains 30260 members 
Mstep: Class 23 contains 6742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38087992.000000 Penalty: 67965.203125
Iteration 24Q: 22 clusters Score -3.808799e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 131221 members 
Mstep: Class 4 contains 5932 members 
Mstep: Class 5 contains 32577 members 
Mstep: Class 6 contains 23192 members 
Mstep: Class 7 contains 15320 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 9494 members 
Mstep: Class 14 contains 5351 members 
Mstep: Class 16 contains 14236 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 48316 members 
Mstep: Class 19 contains 30685 members 
Mstep: Class 20 contains 8746 members 
Mstep: Class 21 contains 30218 members 
Mstep: Class 23 contains 6679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38091372.000000 Penalty: 67965.203125
Iteration 25Q: 22 clusters Score -3.809137e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 7602 members 
Mstep: Class 3 contains 130777 members 
Mstep: Class 4 contains 6024 members 
Mstep: Class 5 contains 32118 members 
Mstep: Class 6 contains 23189 members 
Mstep: Class 7 contains 15391 members 
Mstep: Class 8 contains 3343 members 
Mstep: Class 9 contains 14084 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 13891 members 
Mstep: Class 13 contains 9529 members 
Mstep: Class 14 contains 5501 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 24504 members 
Mstep: Class 18 contains 48485 members 
Mstep: Class 19 contains 30681 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 30182 members 
Mstep: Class 23 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38093604.000000 Penalty: 67965.203125
Iteration 26Q: 22 clusters Score -3.80936e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 130341 members 
Mstep: Class 4 contains 6134 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 23194 members 
Mstep: Class 7 contains 15452 members 
Mstep: Class 8 contains 3506 members 
Mstep: Class 9 contains 14143 members 
Mstep: Class 10 contains 6793 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 14140 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 5645 members 
Mstep: Class 16 contains 14467 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 48591 members 
Mstep: Class 19 contains 30714 members 
Mstep: Class 20 contains 9618 members 
Mstep: Class 21 contains 30154 members 
Mstep: Class 23 contains 6518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38094712.000000 Penalty: 67965.203125
Iteration 27Q: 22 clusters Score -3.809471e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 129915 members 
Mstep: Class 4 contains 6226 members 
Mstep: Class 5 contains 31417 members 
Mstep: Class 6 contains 23198 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 14184 members 
Mstep: Class 10 contains 6693 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 14364 members 
Mstep: Class 13 contains 9581 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 16 contains 14594 members 
Mstep: Class 17 contains 23436 members 
Mstep: Class 18 contains 48612 members 
Mstep: Class 19 contains 30812 members 
Mstep: Class 20 contains 10104 members 
Mstep: Class 21 contains 30143 members 
Mstep: Class 23 contains 6435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38095748.000000 Penalty: 67965.203125
Iteration 28Q: 22 clusters Score -3.809575e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 7580 members 
Mstep: Class 3 contains 129542 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 31087 members 
Mstep: Class 6 contains 23200 members 
Mstep: Class 7 contains 15630 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 14197 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 14563 members 
Mstep: Class 13 contains 9599 members 
Mstep: Class 14 contains 5973 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 22886 members 
Mstep: Class 18 contains 48562 members 
Mstep: Class 19 contains 30889 members 
Mstep: Class 20 contains 10563 members 
Mstep: Class 21 contains 30122 members 
Mstep: Class 23 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38096672.000000 Penalty: 67965.203125
Iteration 29Q: 22 clusters Score -3.809667e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 7584 members 
Mstep: Class 3 contains 129168 members 
Mstep: Class 4 contains 6440 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 23203 members 
Mstep: Class 7 contains 15702 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 14196 members 
Mstep: Class 10 contains 6464 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 14765 members 
Mstep: Class 13 contains 9609 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 16 contains 14845 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 48466 members 
Mstep: Class 19 contains 30997 members 
Mstep: Class 20 contains 10990 members 
Mstep: Class 21 contains 30096 members 
Mstep: Class 23 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38097356.000000 Penalty: 67965.203125
Iteration 30Q: 22 clusters Score -3.809736e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 7588 members 
Mstep: Class 3 contains 128838 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 30453 members 
Mstep: Class 6 contains 23203 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 14173 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 14938 members 
Mstep: Class 13 contains 9625 members 
Mstep: Class 14 contains 6319 members 
Mstep: Class 16 contains 14974 members 
Mstep: Class 17 contains 21873 members 
Mstep: Class 18 contains 48377 members 
Mstep: Class 19 contains 31145 members 
Mstep: Class 20 contains 11383 members 
Mstep: Class 21 contains 30086 members 
Mstep: Class 23 contains 6284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38098036.000000 Penalty: 67965.203125
Iteration 31Q: 22 clusters Score -3.809804e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 7593 members 
Mstep: Class 3 contains 128502 members 
Mstep: Class 4 contains 6642 members 
Mstep: Class 5 contains 30113 members 
Mstep: Class 6 contains 23203 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 6193 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 9630 members 
Mstep: Class 14 contains 6476 members 
Mstep: Class 16 contains 15114 members 
Mstep: Class 17 contains 21399 members 
Mstep: Class 18 contains 48288 members 
Mstep: Class 19 contains 31318 members 
Mstep: Class 20 contains 11760 members 
Mstep: Class 21 contains 30070 members 
Mstep: Class 23 contains 6236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38098840.000000 Penalty: 67965.203125
Iteration 32Q: 22 clusters Score -3.809884e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 128142 members 
Mstep: Class 4 contains 6718 members 
Mstep: Class 5 contains 29749 members 
Mstep: Class 6 contains 23204 members 
Mstep: Class 7 contains 15915 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 14087 members 
Mstep: Class 10 contains 6003 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 15240 members 
Mstep: Class 13 contains 9635 members 
Mstep: Class 14 contains 6639 members 
Mstep: Class 16 contains 15300 members 
Mstep: Class 17 contains 20996 members 
Mstep: Class 18 contains 48211 members 
Mstep: Class 19 contains 31535 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 30062 members 
Mstep: Class 23 contains 6202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38099828.000000 Penalty: 67965.203125
Iteration 33Q: 22 clusters Score -3.809983e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 7599 members 
Mstep: Class 3 contains 127810 members 
Mstep: Class 4 contains 6759 members 
Mstep: Class 5 contains 29398 members 
Mstep: Class 6 contains 23205 members 
Mstep: Class 7 contains 15972 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 14040 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 15348 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 16 contains 15519 members 
Mstep: Class 17 contains 20670 members 
Mstep: Class 18 contains 48169 members 
Mstep: Class 19 contains 31761 members 
Mstep: Class 20 contains 12336 members 
Mstep: Class 21 contains 30059 members 
Mstep: Class 23 contains 6182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38100912.000000 Penalty: 67965.203125
Iteration 34Q: 22 clusters Score -3.810091e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 7596 members 
Mstep: Class 3 contains 127514 members 
Mstep: Class 4 contains 6813 members 
Mstep: Class 5 contains 29038 members 
Mstep: Class 6 contains 23203 members 
Mstep: Class 7 contains 16029 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 13998 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 12 contains 15445 members 
Mstep: Class 13 contains 9655 members 
Mstep: Class 14 contains 6933 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 20392 members 
Mstep: Class 18 contains 48071 members 
Mstep: Class 19 contains 31979 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 30054 members 
Mstep: Class 23 contains 6164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38102464.000000 Penalty: 67965.203125
Iteration 35Q: 22 clusters Score -3.810246e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 127204 members 
Mstep: Class 4 contains 6837 members 
Mstep: Class 5 contains 28678 members 
Mstep: Class 6 contains 23203 members 
Mstep: Class 7 contains 16084 members 
Mstep: Class 8 contains 5681 members 
Mstep: Class 9 contains 13971 members 
Mstep: Class 10 contains 5376 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 15533 members 
Mstep: Class 13 contains 9657 members 
Mstep: Class 14 contains 7061 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 20132 members 
Mstep: Class 18 contains 47986 members 
Mstep: Class 19 contains 32216 members 
Mstep: Class 20 contains 12762 members 
Mstep: Class 21 contains 30051 members 
Mstep: Class 23 contains 6147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38103788.000000 Penalty: 67965.203125
Iteration 36Q: 22 clusters Score -3.810379e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 7596 members 
Mstep: Class 3 contains 126887 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 28313 members 
Mstep: Class 6 contains 23205 members 
Mstep: Class 7 contains 16130 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 13956 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 6737 members 
Mstep: Class 12 contains 15621 members 
Mstep: Class 13 contains 9652 members 
Mstep: Class 14 contains 7184 members 
Mstep: Class 16 contains 15989 members 
Mstep: Class 17 contains 19916 members 
Mstep: Class 18 contains 47892 members 
Mstep: Class 19 contains 32467 members 
Mstep: Class 20 contains 12942 members 
Mstep: Class 21 contains 30040 members 
Mstep: Class 23 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38104184.000000 Penalty: 67965.203125
Iteration 37Q: 22 clusters Score -3.810418e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 7596 members 
Mstep: Class 3 contains 126600 members 
Mstep: Class 4 contains 6927 members 
Mstep: Class 5 contains 27904 members 
Mstep: Class 6 contains 23204 members 
Mstep: Class 7 contains 16172 members 
Mstep: Class 8 contains 6249 members 
Mstep: Class 9 contains 13939 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 15708 members 
Mstep: Class 13 contains 9650 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 16 contains 15961 members 
Mstep: Class 17 contains 19730 members 
Mstep: Class 18 contains 47790 members 
Mstep: Class 19 contains 32714 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 21 contains 30038 members 
Mstep: Class 23 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38104396.000000 Penalty: 67965.203125
Iteration 38Q: 22 clusters Score -3.81044e+07 nChanged 1524
Entering ConstructFrom: 
Score: -38104396.000000 Penalty: 67965.203125
Entering ConstructFrom: 
Trying to split cluster 1 (26353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Entering Unmasked Estep 
Score: -2263104.500000 Penalty: 2524.475586
	Iteration 0F: 2 clusters Score -2263104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2245011.750000 Penalty: 5048.951172
	Iteration 0F: 3 clusters Score -2245012 nChanged 11763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2251526.750000 Penalty: 5048.951172
	Iteration 1F: 3 clusters Score -2251527 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2252243.250000 Penalty: 5048.951172
	Iteration 2F: 3 clusters Score -2252243 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2253354.750000 Penalty: 5048.951172
	Iteration 3F: 3 clusters Score -2253355 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2254974.750000 Penalty: 5048.951172
	Iteration 4F: 3 clusters Score -2254975 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2257063.250000 Penalty: 5048.951172
	Iteration 5F: 3 clusters Score -2257063 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2258776.750000 Penalty: 5048.951172
	Iteration 6F: 3 clusters Score -2258777 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2259890.250000 Penalty: 5048.951172
	Iteration 7F: 3 clusters Score -2259890 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2260524.000000 Penalty: 5048.951172
	Iteration 8Q: 3 clusters Score -2260524 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2260832.500000 Penalty: 5048.951172
	Iteration 9Q: 3 clusters Score -2260832 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2261024.000000 Penalty: 5048.951172
	Iteration 10Q: 3 clusters Score -2261024 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2261134.000000 Penalty: 5048.951172
	Iteration 11Q: 3 clusters Score -2261134 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2261207.500000 Penalty: 5048.951172
	Iteration 12Q: 3 clusters Score -2261208 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2261279.250000 Penalty: 5048.951172
	Iteration 13Q: 3 clusters Score -2261279 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2261330.500000 Penalty: 5048.951172
	Iteration 14Q: 3 clusters Score -2261330 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2261369.750000 Penalty: 5048.951172
	Iteration 15Q: 3 clusters Score -2261370 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2261402.000000 Penalty: 5048.951172
	Iteration 16Q: 3 clusters Score -2261402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2261427.500000 Penalty: 5048.951172
	Iteration 17Q: 3 clusters Score -2261428 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2261453.750000 Penalty: 5048.951172
	Iteration 18Q: 3 clusters Score -2261454 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2261481.000000 Penalty: 5048.951172
	Iteration 19Q: 3 clusters Score -2261481 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2261495.250000 Penalty: 5048.951172
	Iteration 20F: 3 clusters Score -2261495 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2261520.250000 Penalty: 5048.951172
	Iteration 21Q: 3 clusters Score -2261520 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2261534.000000 Penalty: 5048.951172
	Iteration 22Q: 3 clusters Score -2261534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2261567.750000 Penalty: 5048.951172
	Iteration 23Q: 3 clusters Score -2261568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2261586.250000 Penalty: 5048.951172
	Iteration 24Q: 3 clusters Score -2261586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2261598.000000 Penalty: 5048.951172
	Iteration 25Q: 3 clusters Score -2261598 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2261620.000000 Penalty: 5048.951172
	Iteration 26Q: 3 clusters Score -2261620 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2261639.500000 Penalty: 5048.951172
	Iteration 27Q: 3 clusters Score -2261640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2261665.500000 Penalty: 5048.951172
	Iteration 28Q: 3 clusters Score -2261666 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2261683.500000 Penalty: 5048.951172
	Iteration 29Q: 3 clusters Score -2261684 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2261702.500000 Penalty: 5048.951172
	Iteration 30Q: 3 clusters Score -2261702 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2261720.750000 Penalty: 5048.951172
	Iteration 31Q: 3 clusters Score -2261721 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2261747.250000 Penalty: 5048.951172
	Iteration 32Q: 3 clusters Score -2261747 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2261783.750000 Penalty: 5048.951172
	Iteration 33Q: 3 clusters Score -2261784 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2261817.750000 Penalty: 5048.951172
	Iteration 34Q: 3 clusters Score -2261818 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2261853.500000 Penalty: 5048.951172
	Iteration 35Q: 3 clusters Score -2261854 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2261898.750000 Penalty: 5048.951172
	Iteration 36Q: 3 clusters Score -2261899 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2261924.500000 Penalty: 5048.951172
	Iteration 37Q: 3 clusters Score -2261924 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2261951.250000 Penalty: 5048.951172
	Iteration 38Q: 3 clusters Score -2261951 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2261981.500000 Penalty: 5048.951172
	Iteration 39Q: 3 clusters Score -2261982 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2262012.000000 Penalty: 5048.951172
	Iteration 40F: 3 clusters Score -2262012 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2262041.000000 Penalty: 5048.951172
	Iteration 41Q: 3 clusters Score -2262041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2262066.500000 Penalty: 5048.951172
	Iteration 42Q: 3 clusters Score -2262066 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2262092.750000 Penalty: 5048.951172
	Iteration 43Q: 3 clusters Score -2262093 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2262123.750000 Penalty: 5048.951172
	Iteration 44Q: 3 clusters Score -2262124 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2262148.250000 Penalty: 5048.951172
	Iteration 45Q: 3 clusters Score -2262148 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2262180.250000 Penalty: 5048.951172
	Iteration 46Q: 3 clusters Score -2262180 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2262211.250000 Penalty: 5048.951172
	Iteration 47Q: 3 clusters Score -2262211 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2262241.500000 Penalty: 5048.951172
	Iteration 48Q: 3 clusters Score -2262242 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2262265.500000 Penalty: 5048.951172
	Iteration 49Q: 3 clusters Score -2262266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2262284.250000 Penalty: 5048.951172
	Iteration 50Q: 3 clusters Score -2262284 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2262320.500000 Penalty: 5048.951172
	Iteration 51Q: 3 clusters Score -2262320 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2262338.750000 Penalty: 5048.951172
	Iteration 52Q: 3 clusters Score -2262339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2262358.250000 Penalty: 5048.951172
	Iteration 53Q: 3 clusters Score -2262358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2262370.500000 Penalty: 5048.951172
	Iteration 54Q: 3 clusters Score -2262370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2262378.750000 Penalty: 5048.951172
	Iteration 55Q: 3 clusters Score -2262379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2262393.500000 Penalty: 5048.951172
	Iteration 56Q: 3 clusters Score -2262394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2262408.250000 Penalty: 5048.951172
	Iteration 57Q: 3 clusters Score -2262408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2262413.000000 Penalty: 5048.951172
	Iteration 58Q: 3 clusters Score -2262413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2262412.250000 Penalty: 5048.951172
	Iteration 59Q: 3 clusters Score -2262412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2262418.750000 Penalty: 5048.951172
	Iteration 60F: 3 clusters Score -2262419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2262425.250000 Penalty: 5048.951172
	Iteration 61Q: 3 clusters Score -2262425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2262428.500000 Penalty: 5048.951172
	Iteration 62Q: 3 clusters Score -2262428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2262447.000000 Penalty: 5048.951172
	Iteration 63Q: 3 clusters Score -2262447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2262456.750000 Penalty: 5048.951172
	Iteration 64Q: 3 clusters Score -2262457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2262458.500000 Penalty: 5048.951172
	Iteration 65Q: 3 clusters Score -2262458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2262465.500000 Penalty: 5048.951172
	Iteration 66Q: 3 clusters Score -2262466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2262460.250000 Penalty: 5048.951172
	Iteration 67Q: 3 clusters Score -2262460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2262457.500000 Penalty: 5048.951172
	Iteration 68Q: 3 clusters Score -2262458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2262461.500000 Penalty: 5048.951172
	Iteration 69Q: 3 clusters Score -2262462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2262460.000000 Penalty: 5048.951172
	Iteration 70Q: 3 clusters Score -2262460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2262460.500000 Penalty: 5048.951172
	Iteration 71Q: 3 clusters Score -2262460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2262462.000000 Penalty: 5048.951172
	Iteration 72Q: 3 clusters Score -2262462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2262457.750000 Penalty: 5048.951172
	Iteration 73Q: 3 clusters Score -2262458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2262464.000000 Penalty: 5048.951172
	Iteration 74Q: 3 clusters Score -2262464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2262469.000000 Penalty: 5048.951172
	Iteration 75Q: 3 clusters Score -2262469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2262469.750000 Penalty: 5048.951172
	Iteration 76Q: 3 clusters Score -2262470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2262474.750000 Penalty: 5048.951172
	Iteration 77Q: 3 clusters Score -2262475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2262470.250000 Penalty: 5048.951172
	Iteration 78Q: 3 clusters Score -2262470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2262470.750000 Penalty: 5048.951172
	Iteration 79Q: 3 clusters Score -2262471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2262471.500000 Penalty: 5048.951172
	Iteration 80F: 3 clusters Score -2262472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2262471.000000 Penalty: 5048.951172
	Iteration 81Q: 3 clusters Score -2262471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2262472.250000 Penalty: 5048.951172
	Iteration 82Q: 3 clusters Score -2262472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2262472.000000 Penalty: 5048.951172
	Iteration 83Q: 3 clusters Score -2262472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2262477.250000 Penalty: 5048.951172
	Iteration 84Q: 3 clusters Score -2262477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2262474.250000 Penalty: 5048.951172
	Iteration 85Q: 3 clusters Score -2262474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2262474.250000 Penalty: 5048.951172
	Iteration 86F: 3 clusters Score -2262474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Entering Unmasked Estep 
Score: -669408.937500 Penalty: 2216.038818
	Iteration 0F: 2 clusters Score -669408.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -663197.500000 Penalty: 4432.077637
	Iteration 0F: 3 clusters Score -663197.5 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -664895.312500 Penalty: 4432.077637
	Iteration 1F: 3 clusters Score -664895.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -665193.375000 Penalty: 4432.077637
	Iteration 2F: 3 clusters Score -665193.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -665406.125000 Penalty: 4432.077637
	Iteration 3F: 3 clusters Score -665406.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -665594.625000 Penalty: 4432.077637
	Iteration 4Q: 3 clusters Score -665594.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -665773.750000 Penalty: 4432.077637
	Iteration 5Q: 3 clusters Score -665773.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -665972.125000 Penalty: 4432.077637
	Iteration 6Q: 3 clusters Score -665972.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -666165.250000 Penalty: 4432.077637
	Iteration 7Q: 3 clusters Score -666165.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -666315.375000 Penalty: 4432.077637
	Iteration 8Q: 3 clusters Score -666315.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -666452.937500 Penalty: 4432.077637
	Iteration 9Q: 3 clusters Score -666452.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -666589.062500 Penalty: 4432.077637
	Iteration 10Q: 3 clusters Score -666589.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -666720.687500 Penalty: 4432.077637
	Iteration 11Q: 3 clusters Score -666720.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -666848.250000 Penalty: 4432.077637
	Iteration 12Q: 3 clusters Score -666848.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -666952.937500 Penalty: 4432.077637
	Iteration 13Q: 3 clusters Score -666952.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -667039.187500 Penalty: 4432.077637
	Iteration 14Q: 3 clusters Score -667039.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -667100.125000 Penalty: 4432.077637
	Iteration 15Q: 3 clusters Score -667100.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -667152.687500 Penalty: 4432.077637
	Iteration 16Q: 3 clusters Score -667152.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -667196.437500 Penalty: 4432.077637
	Iteration 17Q: 3 clusters Score -667196.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -667238.562500 Penalty: 4432.077637
	Iteration 18Q: 3 clusters Score -667238.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -667271.375000 Penalty: 4432.077637
	Iteration 19Q: 3 clusters Score -667271.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -667301.437500 Penalty: 4432.077637
	Iteration 20F: 3 clusters Score -667301.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -667329.375000 Penalty: 4432.077637
	Iteration 21Q: 3 clusters Score -667329.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -667352.250000 Penalty: 4432.077637
	Iteration 22Q: 3 clusters Score -667352.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -667371.125000 Penalty: 4432.077637
	Iteration 23Q: 3 clusters Score -667371.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -667381.937500 Penalty: 4432.077637
	Iteration 24Q: 3 clusters Score -667381.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -667395.125000 Penalty: 4432.077637
	Iteration 25Q: 3 clusters Score -667395.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -667407.812500 Penalty: 4432.077637
	Iteration 26Q: 3 clusters Score -667407.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -667416.187500 Penalty: 4432.077637
	Iteration 27Q: 3 clusters Score -667416.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -667424.500000 Penalty: 4432.077637
	Iteration 28Q: 3 clusters Score -667424.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -667432.312500 Penalty: 4432.077637
	Iteration 29Q: 3 clusters Score -667432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -667439.000000 Penalty: 4432.077637
	Iteration 30Q: 3 clusters Score -667439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -667443.500000 Penalty: 4432.077637
	Iteration 31Q: 3 clusters Score -667443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -667448.875000 Penalty: 4432.077637
	Iteration 32Q: 3 clusters Score -667448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -667454.250000 Penalty: 4432.077637
	Iteration 33Q: 3 clusters Score -667454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -667462.312500 Penalty: 4432.077637
	Iteration 34Q: 3 clusters Score -667462.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -667469.875000 Penalty: 4432.077637
	Iteration 35Q: 3 clusters Score -667469.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -667478.812500 Penalty: 4432.077637
	Iteration 36Q: 3 clusters Score -667478.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -667494.875000 Penalty: 4432.077637
	Iteration 37Q: 3 clusters Score -667494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -667510.000000 Penalty: 4432.077637
	Iteration 38Q: 3 clusters Score -667510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -667517.000000 Penalty: 4432.077637
	Iteration 39Q: 3 clusters Score -667517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -667524.937500 Penalty: 4432.077637
	Iteration 40F: 3 clusters Score -667524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -667527.500000 Penalty: 4432.077637
	Iteration 41Q: 3 clusters Score -667527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -667530.562500 Penalty: 4432.077637
	Iteration 42Q: 3 clusters Score -667530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -667530.125000 Penalty: 4432.077637
	Iteration 43Q: 3 clusters Score -667530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -667530.125000 Penalty: 4432.077637
	Iteration 44F: 3 clusters Score -667530.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (126329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126329 members 
Entering Unmasked Estep 
Score: -10832030.000000 Penalty: 2913.167969
	Iteration 0F: 2 clusters Score -1.083203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -10747602.000000 Penalty: 5826.335938
	Iteration 0F: 3 clusters Score -1.07476e+07 nChanged 60158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -10782594.000000 Penalty: 5826.335938
	Iteration 1F: 3 clusters Score -1.078259e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -10784206.000000 Penalty: 5826.335938
	Iteration 2Q: 3 clusters Score -1.078421e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -10786779.000000 Penalty: 5826.335938
	Iteration 3Q: 3 clusters Score -1.078678e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -10791057.000000 Penalty: 5826.335938
	Iteration 4F: 3 clusters Score -1.079106e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -10797651.000000 Penalty: 5826.335938
	Iteration 5F: 3 clusters Score -1.079765e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 95194 members 
Entering Unmasked Estep 
Score: -10805916.000000 Penalty: 5826.335938
	Iteration 6F: 3 clusters Score -1.080592e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -10813264.000000 Penalty: 5826.335938
	Iteration 7F: 3 clusters Score -1.081326e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -10818810.000000 Penalty: 5826.335938
	Iteration 8F: 3 clusters Score -1.081881e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 113570 members 
Entering Unmasked Estep 
Score: -10822602.000000 Penalty: 5826.335938
	Iteration 9Q: 3 clusters Score -1.08226e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -10825036.000000 Penalty: 5826.335938
	Iteration 10Q: 3 clusters Score -1.082504e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -10826447.000000 Penalty: 5826.335938
	Iteration 11Q: 3 clusters Score -1.082645e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 119384 members 
Entering Unmasked Estep 
Score: -10827319.000000 Penalty: 5826.335938
	Iteration 12Q: 3 clusters Score -1.082732e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 120235 members 
Entering Unmasked Estep 
Score: -10827841.000000 Penalty: 5826.335938
	Iteration 13Q: 3 clusters Score -1.082784e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 120868 members 
Entering Unmasked Estep 
Score: -10828178.000000 Penalty: 5826.335938
	Iteration 14Q: 3 clusters Score -1.082818e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 121418 members 
Entering Unmasked Estep 
Score: -10828492.000000 Penalty: 5826.335938
	Iteration 15Q: 3 clusters Score -1.082849e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 121891 members 
Entering Unmasked Estep 
Score: -10828726.000000 Penalty: 5826.335938
	Iteration 16Q: 3 clusters Score -1.082873e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 122301 members 
Entering Unmasked Estep 
Score: -10828953.000000 Penalty: 5826.335938
	Iteration 17Q: 3 clusters Score -1.082895e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 122641 members 
Entering Unmasked Estep 
Score: -10829105.000000 Penalty: 5826.335938
	Iteration 18Q: 3 clusters Score -1.08291e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 122941 members 
Entering Unmasked Estep 
Score: -10829282.000000 Penalty: 5826.335938
	Iteration 19Q: 3 clusters Score -1.082928e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 123182 members 
Entering Unmasked Estep 
Score: -10829380.000000 Penalty: 5826.335938
	Iteration 20F: 3 clusters Score -1.082938e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 123387 members 
Entering Unmasked Estep 
Score: -10829418.000000 Penalty: 5826.335938
	Iteration 21Q: 3 clusters Score -1.082942e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 123553 members 
Entering Unmasked Estep 
Score: -10829477.000000 Penalty: 5826.335938
	Iteration 22Q: 3 clusters Score -1.082948e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 123690 members 
Entering Unmasked Estep 
Score: -10829533.000000 Penalty: 5826.335938
	Iteration 23Q: 3 clusters Score -1.082953e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 123781 members 
Entering Unmasked Estep 
Score: -10829607.000000 Penalty: 5826.335938
	Iteration 24Q: 3 clusters Score -1.082961e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 123863 members 
Entering Unmasked Estep 
Score: -10829628.000000 Penalty: 5826.335938
	Iteration 25Q: 3 clusters Score -1.082963e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 123920 members 
Entering Unmasked Estep 
Score: -10829619.000000 Penalty: 5826.335938
	Iteration 26Q: 3 clusters Score -1.082962e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 123970 members 
Entering Unmasked Estep 
Score: -10829666.000000 Penalty: 5826.335938
	Iteration 27Q: 3 clusters Score -1.082967e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 124036 members 
Entering Unmasked Estep 
Score: -10829688.000000 Penalty: 5826.335938
	Iteration 28Q: 3 clusters Score -1.082969e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 124085 members 
Entering Unmasked Estep 
Score: -10829726.000000 Penalty: 5826.335938
	Iteration 29Q: 3 clusters Score -1.082973e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -10829762.000000 Penalty: 5826.335938
	Iteration 30Q: 3 clusters Score -1.082976e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -10829773.000000 Penalty: 5826.335938
	Iteration 31Q: 3 clusters Score -1.082977e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 124250 members 
Entering Unmasked Estep 
Score: -10829801.000000 Penalty: 5826.335938
	Iteration 32Q: 3 clusters Score -1.08298e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 124284 members 
Entering Unmasked Estep 
Score: -10829797.000000 Penalty: 5826.335938
	Iteration 33Q: 3 clusters Score -1.08298e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 124312 members 
Entering Unmasked Estep 
Score: -10829804.000000 Penalty: 5826.335938
	Iteration 34Q: 3 clusters Score -1.08298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 124332 members 
Entering Unmasked Estep 
Score: -10829811.000000 Penalty: 5826.335938
	Iteration 35Q: 3 clusters Score -1.082981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -10829799.000000 Penalty: 5826.335938
	Iteration 36Q: 3 clusters Score -1.08298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 124368 members 
Entering Unmasked Estep 
Score: -10829813.000000 Penalty: 5826.335938
	Iteration 37Q: 3 clusters Score -1.082981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -10829818.000000 Penalty: 5826.335938
	Iteration 38Q: 3 clusters Score -1.082982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 124391 members 
Entering Unmasked Estep 
Score: -10829836.000000 Penalty: 5826.335938
	Iteration 39Q: 3 clusters Score -1.082984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 124399 members 
Entering Unmasked Estep 
Score: -10829821.000000 Penalty: 5826.335938
	Iteration 40F: 3 clusters Score -1.082982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -10829828.000000 Penalty: 5826.335938
	Iteration 41Q: 3 clusters Score -1.082983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -10829811.000000 Penalty: 5826.335938
	Iteration 42Q: 3 clusters Score -1.082981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -10829812.000000 Penalty: 5826.335938
	Iteration 43Q: 3 clusters Score -1.082981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -10829810.000000 Penalty: 5826.335938
	Iteration 44Q: 3 clusters Score -1.082981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -10829805.000000 Penalty: 5826.335938
	Iteration 45Q: 3 clusters Score -1.08298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -10829824.000000 Penalty: 5826.335938
	Iteration 46Q: 3 clusters Score -1.082982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -10829820.000000 Penalty: 5826.335938
	Iteration 47Q: 3 clusters Score -1.082982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 124423 members 
Entering Unmasked Estep 
Score: -10829837.000000 Penalty: 5826.335938
	Iteration 48Q: 3 clusters Score -1.082984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -10829828.000000 Penalty: 5826.335938
	Iteration 49Q: 3 clusters Score -1.082983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 124429 members 
Entering Unmasked Estep 
Score: -10829818.000000 Penalty: 5826.335938
	Iteration 50Q: 3 clusters Score -1.082982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -10829824.000000 Penalty: 5826.335938
	Iteration 51Q: 3 clusters Score -1.082982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 124433 members 
Entering Unmasked Estep 
Score: -10829825.000000 Penalty: 5826.335938
	Iteration 52Q: 3 clusters Score -1.082982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 124434 members 
Entering Unmasked Estep 
Score: -10829828.000000 Penalty: 5826.335938
	Iteration 53Q: 3 clusters Score -1.082983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -10829830.000000 Penalty: 5826.335938
	Iteration 54Q: 3 clusters Score -1.082983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 124438 members 
Entering Unmasked Estep 
Score: -10829826.000000 Penalty: 5826.335938
	Iteration 55Q: 3 clusters Score -1.082983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 124438 members 
Entering Unmasked Estep 
Score: -10829826.000000 Penalty: 5826.335938
	Iteration 56F: 3 clusters Score -1.082983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -545830.312500 Penalty: 2194.537109
	Iteration 0F: 2 clusters Score -545830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -540076.687500 Penalty: 4389.074219
	Iteration 0F: 3 clusters Score -540076.7 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -541704.062500 Penalty: 4389.074219
	Iteration 1F: 3 clusters Score -541704.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -542000.187500 Penalty: 4389.074219
	Iteration 2F: 3 clusters Score -542000.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -542196.000000 Penalty: 4389.074219
	Iteration 3F: 3 clusters Score -542196 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -542351.187500 Penalty: 4389.074219
	Iteration 4Q: 3 clusters Score -542351.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -542463.437500 Penalty: 4389.074219
	Iteration 5Q: 3 clusters Score -542463.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -542556.125000 Penalty: 4389.074219
	Iteration 6Q: 3 clusters Score -542556.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -542643.187500 Penalty: 4389.074219
	Iteration 7Q: 3 clusters Score -542643.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -542742.250000 Penalty: 4389.074219
	Iteration 8Q: 3 clusters Score -542742.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -542823.812500 Penalty: 4389.074219
	Iteration 9Q: 3 clusters Score -542823.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -542893.750000 Penalty: 4389.074219
	Iteration 10Q: 3 clusters Score -542893.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -542954.062500 Penalty: 4389.074219
	Iteration 11Q: 3 clusters Score -542954.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -543014.812500 Penalty: 4389.074219
	Iteration 12Q: 3 clusters Score -543014.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -543079.687500 Penalty: 4389.074219
	Iteration 13Q: 3 clusters Score -543079.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -543140.875000 Penalty: 4389.074219
	Iteration 14Q: 3 clusters Score -543140.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -543194.875000 Penalty: 4389.074219
	Iteration 15Q: 3 clusters Score -543194.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -543233.375000 Penalty: 4389.074219
	Iteration 16Q: 3 clusters Score -543233.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -543272.062500 Penalty: 4389.074219
	Iteration 17Q: 3 clusters Score -543272.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -543320.562500 Penalty: 4389.074219
	Iteration 18Q: 3 clusters Score -543320.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -543373.187500 Penalty: 4389.074219
	Iteration 19Q: 3 clusters Score -543373.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -543417.250000 Penalty: 4389.074219
	Iteration 20F: 3 clusters Score -543417.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -543463.125000 Penalty: 4389.074219
	Iteration 21Q: 3 clusters Score -543463.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -543490.750000 Penalty: 4389.074219
	Iteration 22Q: 3 clusters Score -543490.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -543511.687500 Penalty: 4389.074219
	Iteration 23Q: 3 clusters Score -543511.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -543532.687500 Penalty: 4389.074219
	Iteration 24Q: 3 clusters Score -543532.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -543550.812500 Penalty: 4389.074219
	Iteration 25Q: 3 clusters Score -543550.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -543569.875000 Penalty: 4389.074219
	Iteration 26Q: 3 clusters Score -543569.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -543584.312500 Penalty: 4389.074219
	Iteration 27Q: 3 clusters Score -543584.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -543603.562500 Penalty: 4389.074219
	Iteration 28Q: 3 clusters Score -543603.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -543628.187500 Penalty: 4389.074219
	Iteration 29Q: 3 clusters Score -543628.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -543659.687500 Penalty: 4389.074219
	Iteration 30Q: 3 clusters Score -543659.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -543707.062500 Penalty: 4389.074219
	Iteration 31Q: 3 clusters Score -543707.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -543784.062500 Penalty: 4389.074219
	Iteration 32Q: 3 clusters Score -543784.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -543901.937500 Penalty: 4389.074219
	Iteration 33Q: 3 clusters Score -543901.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -544059.000000 Penalty: 4389.074219
	Iteration 34Q: 3 clusters Score -544059 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -544284.437500 Penalty: 4389.074219
	Iteration 35Q: 3 clusters Score -544284.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -544727.812500 Penalty: 4389.074219
	Iteration 36Q: 3 clusters Score -544727.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -545263.250000 Penalty: 4389.074219
	Iteration 37Q: 3 clusters Score -545263.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -545534.187500 Penalty: 4389.074219
	Iteration 38Q: 3 clusters Score -545534.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -545637.375000 Penalty: 4389.074219
	Iteration 39Q: 3 clusters Score -545637.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -545690.937500 Penalty: 4389.074219
	Iteration 40F: 3 clusters Score -545690.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -545726.125000 Penalty: 4389.074219
	Iteration 41Q: 3 clusters Score -545726.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -545745.375000 Penalty: 4389.074219
	Iteration 42Q: 3 clusters Score -545745.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -545754.312500 Penalty: 4389.074219
	Iteration 43Q: 3 clusters Score -545754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -545762.437500 Penalty: 4389.074219
	Iteration 44Q: 3 clusters Score -545762.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -545766.437500 Penalty: 4389.074219
	Iteration 45Q: 3 clusters Score -545766.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -545769.500000 Penalty: 4389.074219
	Iteration 46Q: 3 clusters Score -545769.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -545773.437500 Penalty: 4389.074219
	Iteration 47Q: 3 clusters Score -545773.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -545773.125000 Penalty: 4389.074219
	Iteration 48Q: 3 clusters Score -545773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -545776.125000 Penalty: 4389.074219
	Iteration 49Q: 3 clusters Score -545776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -545776.375000 Penalty: 4389.074219
	Iteration 50Q: 3 clusters Score -545776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -545775.687500 Penalty: 4389.074219
	Iteration 51Q: 3 clusters Score -545775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -545776.812500 Penalty: 4389.074219
	Iteration 52Q: 3 clusters Score -545776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -545775.562500 Penalty: 4389.074219
	Iteration 53Q: 3 clusters Score -545775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -545775.562500 Penalty: 4389.074219
	Iteration 54F: 3 clusters Score -545775.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Entering Unmasked Estep 
Score: -2343799.250000 Penalty: 2534.860840
	Iteration 0F: 2 clusters Score -2343799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2324931.250000 Penalty: 5069.721680
	Iteration 0F: 3 clusters Score -2324931 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2331587.750000 Penalty: 5069.721680
	Iteration 1F: 3 clusters Score -2331588 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2332119.250000 Penalty: 5069.721680
	Iteration 2F: 3 clusters Score -2332119 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2332578.000000 Penalty: 5069.721680
	Iteration 3Q: 3 clusters Score -2332578 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2333031.250000 Penalty: 5069.721680
	Iteration 4Q: 3 clusters Score -2333031 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2333495.250000 Penalty: 5069.721680
	Iteration 5Q: 3 clusters Score -2333495 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2333972.250000 Penalty: 5069.721680
	Iteration 6Q: 3 clusters Score -2333972 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2334442.750000 Penalty: 5069.721680
	Iteration 7Q: 3 clusters Score -2334443 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2334976.000000 Penalty: 5069.721680
	Iteration 8Q: 3 clusters Score -2334976 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2335572.500000 Penalty: 5069.721680
	Iteration 9Q: 3 clusters Score -2335572 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2336357.000000 Penalty: 5069.721680
	Iteration 10Q: 3 clusters Score -2336357 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2337405.250000 Penalty: 5069.721680
	Iteration 11Q: 3 clusters Score -2337405 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2338951.000000 Penalty: 5069.721680
	Iteration 12F: 3 clusters Score -2338951 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2340826.250000 Penalty: 5069.721680
	Iteration 13F: 3 clusters Score -2340826 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2341798.000000 Penalty: 5069.721680
	Iteration 14Q: 3 clusters Score -2341798 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2342021.000000 Penalty: 5069.721680
	Iteration 15Q: 3 clusters Score -2342021 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2342085.750000 Penalty: 5069.721680
	Iteration 16Q: 3 clusters Score -2342086 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2342109.500000 Penalty: 5069.721680
	Iteration 17Q: 3 clusters Score -2342110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2342127.500000 Penalty: 5069.721680
	Iteration 18Q: 3 clusters Score -2342128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2342144.250000 Penalty: 5069.721680
	Iteration 19Q: 3 clusters Score -2342144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2342163.000000 Penalty: 5069.721680
	Iteration 20F: 3 clusters Score -2342163 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2342176.000000 Penalty: 5069.721680
	Iteration 21Q: 3 clusters Score -2342176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2342214.250000 Penalty: 5069.721680
	Iteration 22Q: 3 clusters Score -2342214 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2342232.250000 Penalty: 5069.721680
	Iteration 23Q: 3 clusters Score -2342232 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2342261.000000 Penalty: 5069.721680
	Iteration 24Q: 3 clusters Score -2342261 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2342305.750000 Penalty: 5069.721680
	Iteration 25Q: 3 clusters Score -2342306 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2342334.500000 Penalty: 5069.721680
	Iteration 26Q: 3 clusters Score -2342334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2342355.000000 Penalty: 5069.721680
	Iteration 27Q: 3 clusters Score -2342355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2342357.750000 Penalty: 5069.721680
	Iteration 28Q: 3 clusters Score -2342358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2342360.000000 Penalty: 5069.721680
	Iteration 29Q: 3 clusters Score -2342360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2342359.250000 Penalty: 5069.721680
	Iteration 30Q: 3 clusters Score -2342359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2342363.250000 Penalty: 5069.721680
	Iteration 31Q: 3 clusters Score -2342363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2342363.250000 Penalty: 5069.721680
	Iteration 32Q: 3 clusters Score -2342363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2342366.250000 Penalty: 5069.721680
	Iteration 33Q: 3 clusters Score -2342366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2342363.750000 Penalty: 5069.721680
	Iteration 34Q: 3 clusters Score -2342364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2342361.500000 Penalty: 5069.721680
	Iteration 35Q: 3 clusters Score -2342362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2342362.250000 Penalty: 5069.721680
	Iteration 36Q: 3 clusters Score -2342362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2342361.500000 Penalty: 5069.721680
	Iteration 37Q: 3 clusters Score -2342362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2342362.500000 Penalty: 5069.721680
	Iteration 38Q: 3 clusters Score -2342362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2342362.500000 Penalty: 5069.721680
	Iteration 39F: 3 clusters Score -2342362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Entering Unmasked Estep 
Score: -2020894.750000 Penalty: 2492.958740
	Iteration 0F: 2 clusters Score -2020895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2004772.875000 Penalty: 4985.917480
	Iteration 0F: 3 clusters Score -2004773 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2010408.875000 Penalty: 4985.917480
	Iteration 1F: 3 clusters Score -2010409 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2010940.000000 Penalty: 4985.917480
	Iteration 2F: 3 clusters Score -2010940 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2011441.625000 Penalty: 4985.917480
	Iteration 3F: 3 clusters Score -2011442 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2011974.875000 Penalty: 4985.917480
	Iteration 4Q: 3 clusters Score -2011975 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2012617.625000 Penalty: 4985.917480
	Iteration 5F: 3 clusters Score -2012618 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2013464.000000 Penalty: 4985.917480
	Iteration 6F: 3 clusters Score -2013464 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2014491.000000 Penalty: 4985.917480
	Iteration 7F: 3 clusters Score -2014491 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2015648.750000 Penalty: 4985.917480
	Iteration 8F: 3 clusters Score -2015649 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2016754.375000 Penalty: 4985.917480
	Iteration 9F: 3 clusters Score -2016754 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2017555.500000 Penalty: 4985.917480
	Iteration 10Q: 3 clusters Score -2017556 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2018076.500000 Penalty: 4985.917480
	Iteration 11Q: 3 clusters Score -2018076 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2018380.875000 Penalty: 4985.917480
	Iteration 12Q: 3 clusters Score -2018381 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2018509.250000 Penalty: 4985.917480
	Iteration 13Q: 3 clusters Score -2018509 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2018581.875000 Penalty: 4985.917480
	Iteration 14Q: 3 clusters Score -2018582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2018638.750000 Penalty: 4985.917480
	Iteration 15Q: 3 clusters Score -2018639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2018679.750000 Penalty: 4985.917480
	Iteration 16Q: 3 clusters Score -2018680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2018707.250000 Penalty: 4985.917480
	Iteration 17Q: 3 clusters Score -2018707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2018724.875000 Penalty: 4985.917480
	Iteration 18Q: 3 clusters Score -2018725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2018733.875000 Penalty: 4985.917480
	Iteration 19Q: 3 clusters Score -2018734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2018746.000000 Penalty: 4985.917480
	Iteration 20F: 3 clusters Score -2018746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2018754.875000 Penalty: 4985.917480
	Iteration 21Q: 3 clusters Score -2018755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2018762.250000 Penalty: 4985.917480
	Iteration 22Q: 3 clusters Score -2018762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2018770.375000 Penalty: 4985.917480
	Iteration 23Q: 3 clusters Score -2018770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2018770.875000 Penalty: 4985.917480
	Iteration 24Q: 3 clusters Score -2018771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2018770.875000 Penalty: 4985.917480
	Iteration 25F: 3 clusters Score -2018771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1271948.000000 Penalty: 2403.852051
	Iteration 0F: 2 clusters Score -1271948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1260410.875000 Penalty: 4807.704102
	Iteration 0F: 3 clusters Score -1260411 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1264300.500000 Penalty: 4807.704102
	Iteration 1F: 3 clusters Score -1264300 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1264885.375000 Penalty: 4807.704102
	Iteration 2F: 3 clusters Score -1264885 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1265505.125000 Penalty: 4807.704102
	Iteration 3F: 3 clusters Score -1265505 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1266157.125000 Penalty: 4807.704102
	Iteration 4F: 3 clusters Score -1266157 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1266697.875000 Penalty: 4807.704102
	Iteration 5F: 3 clusters Score -1266698 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1267175.625000 Penalty: 4807.704102
	Iteration 6Q: 3 clusters Score -1267176 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1267720.125000 Penalty: 4807.704102
	Iteration 7Q: 3 clusters Score -1267720 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1268487.375000 Penalty: 4807.704102
	Iteration 8Q: 3 clusters Score -1268487 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1269298.625000 Penalty: 4807.704102
	Iteration 9Q: 3 clusters Score -1269299 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1269952.875000 Penalty: 4807.704102
	Iteration 10Q: 3 clusters Score -1269953 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1270410.000000 Penalty: 4807.704102
	Iteration 11Q: 3 clusters Score -1270410 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1270691.125000 Penalty: 4807.704102
	Iteration 12Q: 3 clusters Score -1270691 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1270847.500000 Penalty: 4807.704102
	Iteration 13Q: 3 clusters Score -1270848 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1270961.875000 Penalty: 4807.704102
	Iteration 14Q: 3 clusters Score -1270962 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1271048.500000 Penalty: 4807.704102
	Iteration 15Q: 3 clusters Score -1271048 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1271128.250000 Penalty: 4807.704102
	Iteration 16Q: 3 clusters Score -1271128 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1271195.500000 Penalty: 4807.704102
	Iteration 17Q: 3 clusters Score -1271196 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1271257.750000 Penalty: 4807.704102
	Iteration 18Q: 3 clusters Score -1271258 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1271310.875000 Penalty: 4807.704102
	Iteration 19Q: 3 clusters Score -1271311 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1271366.000000 Penalty: 4807.704102
	Iteration 20F: 3 clusters Score -1271366 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1271440.250000 Penalty: 4807.704102
	Iteration 21Q: 3 clusters Score -1271440 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1271515.750000 Penalty: 4807.704102
	Iteration 22Q: 3 clusters Score -1271516 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1271616.125000 Penalty: 4807.704102
	Iteration 23Q: 3 clusters Score -1271616 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1271762.875000 Penalty: 4807.704102
	Iteration 24Q: 3 clusters Score -1271763 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1271908.875000 Penalty: 4807.704102
	Iteration 25Q: 3 clusters Score -1271909 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1272025.750000 Penalty: 4807.704102
	Iteration 26Q: 3 clusters Score -1272026 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1272106.250000 Penalty: 4807.704102
	Iteration 27Q: 3 clusters Score -1272106 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1272156.000000 Penalty: 4807.704102
	Iteration 28Q: 3 clusters Score -1272156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1272173.375000 Penalty: 4807.704102
	Iteration 29Q: 3 clusters Score -1272173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1272199.375000 Penalty: 4807.704102
	Iteration 30Q: 3 clusters Score -1272199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1272211.625000 Penalty: 4807.704102
	Iteration 31Q: 3 clusters Score -1272212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1272217.250000 Penalty: 4807.704102
	Iteration 32Q: 3 clusters Score -1272217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1272221.250000 Penalty: 4807.704102
	Iteration 33Q: 3 clusters Score -1272221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1272227.250000 Penalty: 4807.704102
	Iteration 34Q: 3 clusters Score -1272227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1272226.875000 Penalty: 4807.704102
	Iteration 35Q: 3 clusters Score -1272227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1272234.125000 Penalty: 4807.704102
	Iteration 36Q: 3 clusters Score -1272234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1272234.750000 Penalty: 4807.704102
	Iteration 37Q: 3 clusters Score -1272235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1272237.125000 Penalty: 4807.704102
	Iteration 38Q: 3 clusters Score -1272237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1272238.000000 Penalty: 4807.704102
	Iteration 39Q: 3 clusters Score -1272238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1272235.875000 Penalty: 4807.704102
	Iteration 40F: 3 clusters Score -1272236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1272235.625000 Penalty: 4807.704102
	Iteration 41Q: 3 clusters Score -1272236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1272238.625000 Penalty: 4807.704102
	Iteration 42Q: 3 clusters Score -1272239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1272238.625000 Penalty: 4807.704102
	Iteration 43Q: 3 clusters Score -1272239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1272238.250000 Penalty: 4807.704102
	Iteration 44Q: 3 clusters Score -1272238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1272237.125000 Penalty: 4807.704102
	Iteration 45Q: 3 clusters Score -1272237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1272237.125000 Penalty: 4807.704102
	Iteration 46F: 3 clusters Score -1272237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 126329 members 
Mstep: Class 4 contains 6967 members 
Mstep: Class 5 contains 27480 members 
Mstep: Class 6 contains 23208 members 
Mstep: Class 7 contains 11300 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 15782 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 15 contains 4903 members 
Mstep: Class 16 contains 15917 members 
Mstep: Class 17 contains 19592 members 
Mstep: Class 18 contains 47681 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 30050 members 
Mstep: Class 23 contains 6152 members 
Entering Unmasked Estep 
Score: -38103900.000000 Penalty: 71201.640625
Splitting cluster 7 changes total score from -38104396.000000 to -38103900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Entering Unmasked Estep 
Score: -557205.187500 Penalty: 2179.116943
	Iteration 0F: 2 clusters Score -557205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -551728.250000 Penalty: 4358.233887
	Iteration 0F: 3 clusters Score -551728.2 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -553145.000000 Penalty: 4358.233887
	Iteration 1F: 3 clusters Score -553145 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -553361.562500 Penalty: 4358.233887
	Iteration 2F: 3 clusters Score -553361.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -553492.562500 Penalty: 4358.233887
	Iteration 3Q: 3 clusters Score -553492.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -553577.062500 Penalty: 4358.233887
	Iteration 4Q: 3 clusters Score -553577.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -553644.187500 Penalty: 4358.233887
	Iteration 5Q: 3 clusters Score -553644.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -553705.000000 Penalty: 4358.233887
	Iteration 6Q: 3 clusters Score -553705 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -553785.312500 Penalty: 4358.233887
	Iteration 7Q: 3 clusters Score -553785.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -553881.437500 Penalty: 4358.233887
	Iteration 8Q: 3 clusters Score -553881.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -554009.562500 Penalty: 4358.233887
	Iteration 9Q: 3 clusters Score -554009.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -554169.812500 Penalty: 4358.233887
	Iteration 10Q: 3 clusters Score -554169.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -554400.000000 Penalty: 4358.233887
	Iteration 11Q: 3 clusters Score -554400 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -554669.375000 Penalty: 4358.233887
	Iteration 12Q: 3 clusters Score -554669.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -554949.187500 Penalty: 4358.233887
	Iteration 13Q: 3 clusters Score -554949.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -555158.750000 Penalty: 4358.233887
	Iteration 14Q: 3 clusters Score -555158.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -555348.875000 Penalty: 4358.233887
	Iteration 15Q: 3 clusters Score -555348.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -555535.062500 Penalty: 4358.233887
	Iteration 16Q: 3 clusters Score -555535.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -555703.812500 Penalty: 4358.233887
	Iteration 17Q: 3 clusters Score -555703.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -555864.250000 Penalty: 4358.233887
	Iteration 18Q: 3 clusters Score -555864.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -556034.062500 Penalty: 4358.233887
	Iteration 19Q: 3 clusters Score -556034.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -556186.750000 Penalty: 4358.233887
	Iteration 20F: 3 clusters Score -556186.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -556291.187500 Penalty: 4358.233887
	Iteration 21Q: 3 clusters Score -556291.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -556344.750000 Penalty: 4358.233887
	Iteration 22Q: 3 clusters Score -556344.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -556373.187500 Penalty: 4358.233887
	Iteration 23Q: 3 clusters Score -556373.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -556398.437500 Penalty: 4358.233887
	Iteration 24Q: 3 clusters Score -556398.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -556410.750000 Penalty: 4358.233887
	Iteration 25Q: 3 clusters Score -556410.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -556427.312500 Penalty: 4358.233887
	Iteration 26Q: 3 clusters Score -556427.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -556436.375000 Penalty: 4358.233887
	Iteration 27Q: 3 clusters Score -556436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -556441.062500 Penalty: 4358.233887
	Iteration 28Q: 3 clusters Score -556441.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -556447.062500 Penalty: 4358.233887
	Iteration 29Q: 3 clusters Score -556447.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -556451.062500 Penalty: 4358.233887
	Iteration 30Q: 3 clusters Score -556451.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -556454.750000 Penalty: 4358.233887
	Iteration 31Q: 3 clusters Score -556454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -556459.000000 Penalty: 4358.233887
	Iteration 32Q: 3 clusters Score -556459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -556458.375000 Penalty: 4358.233887
	Iteration 33Q: 3 clusters Score -556458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -556462.687500 Penalty: 4358.233887
	Iteration 34Q: 3 clusters Score -556462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -556463.625000 Penalty: 4358.233887
	Iteration 35Q: 3 clusters Score -556463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -556463.625000 Penalty: 4358.233887
	Iteration 36Q: 3 clusters Score -556463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -556465.500000 Penalty: 4358.233887
	Iteration 37Q: 3 clusters Score -556465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -556465.187500 Penalty: 4358.233887
	Iteration 38Q: 3 clusters Score -556465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -556465.000000 Penalty: 4358.233887
	Iteration 39Q: 3 clusters Score -556465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -556465.187500 Penalty: 4358.233887
	Iteration 40F: 3 clusters Score -556465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Entering Unmasked Estep 
Score: -1122587.750000 Penalty: 2366.223877
	Iteration 0F: 2 clusters Score -1122588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1112413.250000 Penalty: 4732.447754
	Iteration 0F: 3 clusters Score -1112413 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1115920.125000 Penalty: 4732.447754
	Iteration 1F: 3 clusters Score -1115920 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1116623.500000 Penalty: 4732.447754
	Iteration 2F: 3 clusters Score -1116624 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1117288.375000 Penalty: 4732.447754
	Iteration 3F: 3 clusters Score -1117288 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1117898.375000 Penalty: 4732.447754
	Iteration 4F: 3 clusters Score -1117898 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1118411.750000 Penalty: 4732.447754
	Iteration 5F: 3 clusters Score -1118412 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1118774.000000 Penalty: 4732.447754
	Iteration 6Q: 3 clusters Score -1118774 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1119095.375000 Penalty: 4732.447754
	Iteration 7Q: 3 clusters Score -1119095 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1119371.500000 Penalty: 4732.447754
	Iteration 8Q: 3 clusters Score -1119372 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1119636.250000 Penalty: 4732.447754
	Iteration 9Q: 3 clusters Score -1119636 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1119902.000000 Penalty: 4732.447754
	Iteration 10Q: 3 clusters Score -1119902 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1120147.500000 Penalty: 4732.447754
	Iteration 11Q: 3 clusters Score -1120148 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1120364.375000 Penalty: 4732.447754
	Iteration 12Q: 3 clusters Score -1120364 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1120549.875000 Penalty: 4732.447754
	Iteration 13Q: 3 clusters Score -1120550 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1120685.875000 Penalty: 4732.447754
	Iteration 14Q: 3 clusters Score -1120686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1120789.125000 Penalty: 4732.447754
	Iteration 15Q: 3 clusters Score -1120789 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1120866.625000 Penalty: 4732.447754
	Iteration 16Q: 3 clusters Score -1120867 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1120930.375000 Penalty: 4732.447754
	Iteration 17Q: 3 clusters Score -1120930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1120980.250000 Penalty: 4732.447754
	Iteration 18Q: 3 clusters Score -1120980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1121022.250000 Penalty: 4732.447754
	Iteration 19Q: 3 clusters Score -1121022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1121056.000000 Penalty: 4732.447754
	Iteration 20F: 3 clusters Score -1121056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1121077.875000 Penalty: 4732.447754
	Iteration 21Q: 3 clusters Score -1121078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1121098.250000 Penalty: 4732.447754
	Iteration 22Q: 3 clusters Score -1121098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1121108.500000 Penalty: 4732.447754
	Iteration 23Q: 3 clusters Score -1121108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1121120.750000 Penalty: 4732.447754
	Iteration 24Q: 3 clusters Score -1121121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1121133.125000 Penalty: 4732.447754
	Iteration 25Q: 3 clusters Score -1121133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1121140.625000 Penalty: 4732.447754
	Iteration 26Q: 3 clusters Score -1121141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1121150.625000 Penalty: 4732.447754
	Iteration 27Q: 3 clusters Score -1121151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1121162.000000 Penalty: 4732.447754
	Iteration 28Q: 3 clusters Score -1121162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1121176.125000 Penalty: 4732.447754
	Iteration 29Q: 3 clusters Score -1121176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1121194.750000 Penalty: 4732.447754
	Iteration 30Q: 3 clusters Score -1121195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1121205.750000 Penalty: 4732.447754
	Iteration 31Q: 3 clusters Score -1121206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1121212.125000 Penalty: 4732.447754
	Iteration 32Q: 3 clusters Score -1121212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1121221.375000 Penalty: 4732.447754
	Iteration 33Q: 3 clusters Score -1121221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1121236.750000 Penalty: 4732.447754
	Iteration 34Q: 3 clusters Score -1121237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1121243.750000 Penalty: 4732.447754
	Iteration 35Q: 3 clusters Score -1121244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1121246.875000 Penalty: 4732.447754
	Iteration 36Q: 3 clusters Score -1121247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1121260.625000 Penalty: 4732.447754
	Iteration 37Q: 3 clusters Score -1121261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1121268.875000 Penalty: 4732.447754
	Iteration 38Q: 3 clusters Score -1121269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1121276.000000 Penalty: 4732.447754
	Iteration 39Q: 3 clusters Score -1121276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1121285.375000 Penalty: 4732.447754
	Iteration 40F: 3 clusters Score -1121285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1121289.000000 Penalty: 4732.447754
	Iteration 41Q: 3 clusters Score -1121289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1121298.750000 Penalty: 4732.447754
	Iteration 42Q: 3 clusters Score -1121299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1121302.625000 Penalty: 4732.447754
	Iteration 43Q: 3 clusters Score -1121303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1121306.125000 Penalty: 4732.447754
	Iteration 44Q: 3 clusters Score -1121306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1121306.625000 Penalty: 4732.447754
	Iteration 45Q: 3 clusters Score -1121307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1121308.625000 Penalty: 4732.447754
	Iteration 46Q: 3 clusters Score -1121309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1121309.625000 Penalty: 4732.447754
	Iteration 47Q: 3 clusters Score -1121310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1121311.250000 Penalty: 4732.447754
	Iteration 48Q: 3 clusters Score -1121311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1121313.750000 Penalty: 4732.447754
	Iteration 49Q: 3 clusters Score -1121314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1121318.125000 Penalty: 4732.447754
	Iteration 50Q: 3 clusters Score -1121318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1121324.125000 Penalty: 4732.447754
	Iteration 51Q: 3 clusters Score -1121324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1121326.125000 Penalty: 4732.447754
	Iteration 52Q: 3 clusters Score -1121326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1121334.125000 Penalty: 4732.447754
	Iteration 53Q: 3 clusters Score -1121334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1121335.500000 Penalty: 4732.447754
	Iteration 54Q: 3 clusters Score -1121336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1121338.375000 Penalty: 4732.447754
	Iteration 55Q: 3 clusters Score -1121338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1121343.375000 Penalty: 4732.447754
	Iteration 56Q: 3 clusters Score -1121343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1121347.500000 Penalty: 4732.447754
	Iteration 57Q: 3 clusters Score -1121348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1121356.875000 Penalty: 4732.447754
	Iteration 58Q: 3 clusters Score -1121357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1121354.875000 Penalty: 4732.447754
	Iteration 59Q: 3 clusters Score -1121355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1121356.250000 Penalty: 4732.447754
	Iteration 60F: 3 clusters Score -1121356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1121358.750000 Penalty: 4732.447754
	Iteration 61Q: 3 clusters Score -1121359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1121361.500000 Penalty: 4732.447754
	Iteration 62Q: 3 clusters Score -1121362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1121363.250000 Penalty: 4732.447754
	Iteration 63Q: 3 clusters Score -1121363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1121368.375000 Penalty: 4732.447754
	Iteration 64Q: 3 clusters Score -1121368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1121369.375000 Penalty: 4732.447754
	Iteration 65Q: 3 clusters Score -1121369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1121379.125000 Penalty: 4732.447754
	Iteration 66Q: 3 clusters Score -1121379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1121387.500000 Penalty: 4732.447754
	Iteration 67Q: 3 clusters Score -1121388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1121401.000000 Penalty: 4732.447754
	Iteration 68Q: 3 clusters Score -1121401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1121405.000000 Penalty: 4732.447754
	Iteration 69Q: 3 clusters Score -1121405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1121418.875000 Penalty: 4732.447754
	Iteration 70Q: 3 clusters Score -1121419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1121433.375000 Penalty: 4732.447754
	Iteration 71Q: 3 clusters Score -1121433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1121441.625000 Penalty: 4732.447754
	Iteration 72Q: 3 clusters Score -1121442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1121452.250000 Penalty: 4732.447754
	Iteration 73Q: 3 clusters Score -1121452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1121470.750000 Penalty: 4732.447754
	Iteration 74Q: 3 clusters Score -1121471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1121480.750000 Penalty: 4732.447754
	Iteration 75Q: 3 clusters Score -1121481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1121493.250000 Penalty: 4732.447754
	Iteration 76Q: 3 clusters Score -1121493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1121508.125000 Penalty: 4732.447754
	Iteration 77Q: 3 clusters Score -1121508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1121521.125000 Penalty: 4732.447754
	Iteration 78Q: 3 clusters Score -1121521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1121538.125000 Penalty: 4732.447754
	Iteration 79Q: 3 clusters Score -1121538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1121552.125000 Penalty: 4732.447754
	Iteration 80F: 3 clusters Score -1121552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1121561.875000 Penalty: 4732.447754
	Iteration 81Q: 3 clusters Score -1121562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1121578.000000 Penalty: 4732.447754
	Iteration 82Q: 3 clusters Score -1121578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1121586.625000 Penalty: 4732.447754
	Iteration 83Q: 3 clusters Score -1121587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1121597.375000 Penalty: 4732.447754
	Iteration 84Q: 3 clusters Score -1121597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1121613.500000 Penalty: 4732.447754
	Iteration 85Q: 3 clusters Score -1121614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1121625.000000 Penalty: 4732.447754
	Iteration 86Q: 3 clusters Score -1121625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1121646.625000 Penalty: 4732.447754
	Iteration 87Q: 3 clusters Score -1121647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1121663.125000 Penalty: 4732.447754
	Iteration 88Q: 3 clusters Score -1121663 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1121684.875000 Penalty: 4732.447754
	Iteration 89Q: 3 clusters Score -1121685 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1121700.625000 Penalty: 4732.447754
	Iteration 90Q: 3 clusters Score -1121701 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1121721.000000 Penalty: 4732.447754
	Iteration 91Q: 3 clusters Score -1121721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1121737.125000 Penalty: 4732.447754
	Iteration 92Q: 3 clusters Score -1121737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1121751.375000 Penalty: 4732.447754
	Iteration 93Q: 3 clusters Score -1121751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1121772.750000 Penalty: 4732.447754
	Iteration 94Q: 3 clusters Score -1121773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1121786.875000 Penalty: 4732.447754
	Iteration 95Q: 3 clusters Score -1121787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1121802.125000 Penalty: 4732.447754
	Iteration 96Q: 3 clusters Score -1121802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1121818.500000 Penalty: 4732.447754
	Iteration 97Q: 3 clusters Score -1121818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1121829.250000 Penalty: 4732.447754
	Iteration 98Q: 3 clusters Score -1121829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1121840.000000 Penalty: 4732.447754
	Iteration 99Q: 3 clusters Score -1121840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1121849.250000 Penalty: 4732.447754
	Iteration 100F: 3 clusters Score -1121849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1121856.125000 Penalty: 4732.447754
	Iteration 101Q: 3 clusters Score -1121856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1121865.000000 Penalty: 4732.447754
	Iteration 102Q: 3 clusters Score -1121865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1121869.125000 Penalty: 4732.447754
	Iteration 103Q: 3 clusters Score -1121869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1121878.875000 Penalty: 4732.447754
	Iteration 104Q: 3 clusters Score -1121879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1121888.125000 Penalty: 4732.447754
	Iteration 105Q: 3 clusters Score -1121888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1121894.125000 Penalty: 4732.447754
	Iteration 106Q: 3 clusters Score -1121894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1121893.750000 Penalty: 4732.447754
	Iteration 107Q: 3 clusters Score -1121894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1121896.125000 Penalty: 4732.447754
	Iteration 108Q: 3 clusters Score -1121896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1121896.375000 Penalty: 4732.447754
	Iteration 109Q: 3 clusters Score -1121896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1121897.125000 Penalty: 4732.447754
	Iteration 110Q: 3 clusters Score -1121897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1121900.500000 Penalty: 4732.447754
	Iteration 111Q: 3 clusters Score -1121900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1121903.125000 Penalty: 4732.447754
	Iteration 112Q: 3 clusters Score -1121903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1121905.750000 Penalty: 4732.447754
	Iteration 113Q: 3 clusters Score -1121906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1121903.875000 Penalty: 4732.447754
	Iteration 114Q: 3 clusters Score -1121904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1121903.500000 Penalty: 4732.447754
	Iteration 115Q: 3 clusters Score -1121904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1121907.375000 Penalty: 4732.447754
	Iteration 116Q: 3 clusters Score -1121907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1121908.250000 Penalty: 4732.447754
	Iteration 117Q: 3 clusters Score -1121908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1121908.500000 Penalty: 4732.447754
	Iteration 118Q: 3 clusters Score -1121908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1121908.750000 Penalty: 4732.447754
	Iteration 119Q: 3 clusters Score -1121909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1121907.750000 Penalty: 4732.447754
	Iteration 120F: 3 clusters Score -1121908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1121910.125000 Penalty: 4732.447754
	Iteration 121Q: 3 clusters Score -1121910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1121911.750000 Penalty: 4732.447754
	Iteration 122Q: 3 clusters Score -1121912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1121909.750000 Penalty: 4732.447754
	Iteration 123Q: 3 clusters Score -1121910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1121911.375000 Penalty: 4732.447754
	Iteration 124Q: 3 clusters Score -1121911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1121911.250000 Penalty: 4732.447754
	Iteration 125Q: 3 clusters Score -1121911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1121913.125000 Penalty: 4732.447754
	Iteration 126Q: 3 clusters Score -1121913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1121914.750000 Penalty: 4732.447754
	Iteration 127Q: 3 clusters Score -1121915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1121915.375000 Penalty: 4732.447754
	Iteration 128Q: 3 clusters Score -1121915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1121914.125000 Penalty: 4732.447754
	Iteration 129Q: 3 clusters Score -1121914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1121911.625000 Penalty: 4732.447754
	Iteration 130Q: 3 clusters Score -1121912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1121911.625000 Penalty: 4732.447754
	Iteration 131Q: 3 clusters Score -1121912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1121917.875000 Penalty: 4732.447754
	Iteration 132Q: 3 clusters Score -1121918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1121915.500000 Penalty: 4732.447754
	Iteration 133Q: 3 clusters Score -1121916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1121916.250000 Penalty: 4732.447754
	Iteration 134Q: 3 clusters Score -1121916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1121916.250000 Penalty: 4732.447754
	Iteration 135F: 3 clusters Score -1121916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -466422.031250 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -466422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -461652.531250 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -461652.5 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -462769.000000 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -462769 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -463001.312500 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -463001.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -463134.406250 Penalty: 4253.803711
	Iteration 3Q: 3 clusters Score -463134.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -463214.500000 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -463214.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -463276.687500 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -463276.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -463323.156250 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -463323.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -463361.531250 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -463361.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -463398.687500 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -463398.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -463436.187500 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -463436.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -463469.781250 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -463469.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -463498.968750 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -463499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -463526.031250 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -463526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -463553.468750 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -463553.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -463580.875000 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -463580.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -463606.437500 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -463606.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -463640.937500 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -463640.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -463678.156250 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -463678.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -463719.156250 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -463719.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -463765.781250 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -463765.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -463807.906250 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -463807.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -463845.843750 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -463845.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -463881.500000 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -463881.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -463925.468750 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -463925.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -463974.593750 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -463974.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -464028.093750 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -464028.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -464080.531250 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -464080.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -464127.656250 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -464127.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -464162.906250 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -464162.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -464191.812500 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -464191.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -464213.968750 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -464214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -464240.437500 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -464240.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -464262.531250 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -464262.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -464287.437500 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -464287.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -464309.125000 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -464309.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -464328.062500 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -464328.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -464343.093750 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -464343.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -464362.656250 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -464362.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -464376.375000 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -464376.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -464393.062500 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -464393.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -464413.218750 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -464413.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -464436.343750 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -464436.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -464455.000000 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -464455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -464473.531250 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -464473.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -464493.875000 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -464493.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -464516.031250 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -464516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -464526.343750 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -464526.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -464532.500000 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -464532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -464537.781250 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -464537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -464540.187500 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -464540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -464542.625000 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -464542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -464544.687500 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -464544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -464552.156250 Penalty: 4253.803711
	Iteration 52Q: 3 clusters Score -464552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -464560.812500 Penalty: 4253.803711
	Iteration 53Q: 3 clusters Score -464560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -464566.031250 Penalty: 4253.803711
	Iteration 54Q: 3 clusters Score -464566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -464570.750000 Penalty: 4253.803711
	Iteration 55Q: 3 clusters Score -464570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -464572.062500 Penalty: 4253.803711
	Iteration 56Q: 3 clusters Score -464572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -464572.781250 Penalty: 4253.803711
	Iteration 57Q: 3 clusters Score -464572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -464572.781250 Penalty: 4253.803711
	Iteration 58F: 3 clusters Score -464572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -585047.562500 Penalty: 2188.410645
	Iteration 0F: 2 clusters Score -585047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -579393.062500 Penalty: 4376.821289
	Iteration 0F: 3 clusters Score -579393.1 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -580794.125000 Penalty: 4376.821289
	Iteration 1F: 3 clusters Score -580794.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -581066.375000 Penalty: 4376.821289
	Iteration 2F: 3 clusters Score -581066.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -581369.812500 Penalty: 4376.821289
	Iteration 3F: 3 clusters Score -581369.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -581791.062500 Penalty: 4376.821289
	Iteration 4F: 3 clusters Score -581791.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -582603.687500 Penalty: 4376.821289
	Iteration 5F: 3 clusters Score -582603.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -583897.000000 Penalty: 4376.821289
	Iteration 6F: 3 clusters Score -583897 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -585160.125000 Penalty: 4376.821289
	Iteration 7F: 3 clusters Score -585160.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -586920.000000 Penalty: 4376.821289
	Iteration 8F: 3 clusters Score -586920 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -588482.375000 Penalty: 4376.821289
	Iteration 9F: 3 clusters Score -588482.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -588704.625000 Penalty: 4376.821289
	Iteration 10Q: 3 clusters Score -588704.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -588708.625000 Penalty: 4376.821289
	Iteration 11Q: 3 clusters Score -588708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -588708.937500 Penalty: 4376.821289
	Iteration 12Q: 3 clusters Score -588708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -588711.000000 Penalty: 4376.821289
	Iteration 13Q: 3 clusters Score -588711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -588711.000000 Penalty: 4376.821289
	Iteration 14Q: 3 clusters Score -588711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -588711.000000 Penalty: 4376.821289
	Iteration 15F: 3 clusters Score -588711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 126329 members 
Mstep: Class 4 contains 6967 members 
Mstep: Class 5 contains 27480 members 
Mstep: Class 6 contains 23208 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 15782 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 15917 members 
Mstep: Class 17 contains 19592 members 
Mstep: Class 18 contains 47681 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 30050 members 
Mstep: Class 23 contains 6152 members 
Entering Unmasked Estep 
Score: -38107068.000000 Penalty: 71201.640625
Splitting cluster 11 changes total score from -38104396.000000 to -38107068.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 12 (15782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Entering Unmasked Estep 
Score: -1349323.500000 Penalty: 2397.322998
	Iteration 0F: 2 clusters Score -1349324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1337890.000000 Penalty: 4794.645996
	Iteration 0F: 3 clusters Score -1337890 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1341712.125000 Penalty: 4794.645996
	Iteration 1F: 3 clusters Score -1341712 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1342228.750000 Penalty: 4794.645996
	Iteration 2F: 3 clusters Score -1342229 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1342731.625000 Penalty: 4794.645996
	Iteration 3F: 3 clusters Score -1342732 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1343193.500000 Penalty: 4794.645996
	Iteration 4Q: 3 clusters Score -1343194 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1343587.250000 Penalty: 4794.645996
	Iteration 5Q: 3 clusters Score -1343587 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1344024.875000 Penalty: 4794.645996
	Iteration 6Q: 3 clusters Score -1344025 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1344514.000000 Penalty: 4794.645996
	Iteration 7Q: 3 clusters Score -1344514 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1344924.375000 Penalty: 4794.645996
	Iteration 8Q: 3 clusters Score -1344924 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1345284.250000 Penalty: 4794.645996
	Iteration 9Q: 3 clusters Score -1345284 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1345545.250000 Penalty: 4794.645996
	Iteration 10Q: 3 clusters Score -1345545 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1345760.875000 Penalty: 4794.645996
	Iteration 11Q: 3 clusters Score -1345761 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1345932.875000 Penalty: 4794.645996
	Iteration 12Q: 3 clusters Score -1345933 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1346076.375000 Penalty: 4794.645996
	Iteration 13Q: 3 clusters Score -1346076 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1346190.875000 Penalty: 4794.645996
	Iteration 14Q: 3 clusters Score -1346191 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1346287.875000 Penalty: 4794.645996
	Iteration 15Q: 3 clusters Score -1346288 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1346378.000000 Penalty: 4794.645996
	Iteration 16Q: 3 clusters Score -1346378 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1346454.375000 Penalty: 4794.645996
	Iteration 17Q: 3 clusters Score -1346454 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1346530.125000 Penalty: 4794.645996
	Iteration 18Q: 3 clusters Score -1346530 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1346595.750000 Penalty: 4794.645996
	Iteration 19Q: 3 clusters Score -1346596 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1346657.750000 Penalty: 4794.645996
	Iteration 20F: 3 clusters Score -1346658 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1346724.000000 Penalty: 4794.645996
	Iteration 21Q: 3 clusters Score -1346724 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1346791.875000 Penalty: 4794.645996
	Iteration 22Q: 3 clusters Score -1346792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1346861.375000 Penalty: 4794.645996
	Iteration 23Q: 3 clusters Score -1346861 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1346904.875000 Penalty: 4794.645996
	Iteration 24Q: 3 clusters Score -1346905 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1346946.000000 Penalty: 4794.645996
	Iteration 25Q: 3 clusters Score -1346946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1346980.750000 Penalty: 4794.645996
	Iteration 26Q: 3 clusters Score -1346981 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1347007.250000 Penalty: 4794.645996
	Iteration 27Q: 3 clusters Score -1347007 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1347038.500000 Penalty: 4794.645996
	Iteration 28Q: 3 clusters Score -1347038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1347068.375000 Penalty: 4794.645996
	Iteration 29Q: 3 clusters Score -1347068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1347099.250000 Penalty: 4794.645996
	Iteration 30Q: 3 clusters Score -1347099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1347116.750000 Penalty: 4794.645996
	Iteration 31Q: 3 clusters Score -1347117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1347136.625000 Penalty: 4794.645996
	Iteration 32Q: 3 clusters Score -1347137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1347155.875000 Penalty: 4794.645996
	Iteration 33Q: 3 clusters Score -1347156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1347171.500000 Penalty: 4794.645996
	Iteration 34Q: 3 clusters Score -1347172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1347185.000000 Penalty: 4794.645996
	Iteration 35Q: 3 clusters Score -1347185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1347200.500000 Penalty: 4794.645996
	Iteration 36Q: 3 clusters Score -1347200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1347215.125000 Penalty: 4794.645996
	Iteration 37Q: 3 clusters Score -1347215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1347224.875000 Penalty: 4794.645996
	Iteration 38Q: 3 clusters Score -1347225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1347236.625000 Penalty: 4794.645996
	Iteration 39Q: 3 clusters Score -1347237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1347250.250000 Penalty: 4794.645996
	Iteration 40F: 3 clusters Score -1347250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1347263.125000 Penalty: 4794.645996
	Iteration 41Q: 3 clusters Score -1347263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1347272.375000 Penalty: 4794.645996
	Iteration 42Q: 3 clusters Score -1347272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1347280.625000 Penalty: 4794.645996
	Iteration 43Q: 3 clusters Score -1347281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1347287.375000 Penalty: 4794.645996
	Iteration 44Q: 3 clusters Score -1347287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1347289.875000 Penalty: 4794.645996
	Iteration 45Q: 3 clusters Score -1347290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1347295.250000 Penalty: 4794.645996
	Iteration 46Q: 3 clusters Score -1347295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1347307.875000 Penalty: 4794.645996
	Iteration 47Q: 3 clusters Score -1347308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1347313.750000 Penalty: 4794.645996
	Iteration 48Q: 3 clusters Score -1347314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1347320.375000 Penalty: 4794.645996
	Iteration 49Q: 3 clusters Score -1347320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1347319.875000 Penalty: 4794.645996
	Iteration 50Q: 3 clusters Score -1347320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1347319.625000 Penalty: 4794.645996
	Iteration 51Q: 3 clusters Score -1347320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1347320.250000 Penalty: 4794.645996
	Iteration 52Q: 3 clusters Score -1347320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1347322.375000 Penalty: 4794.645996
	Iteration 53Q: 3 clusters Score -1347322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1347325.250000 Penalty: 4794.645996
	Iteration 54Q: 3 clusters Score -1347325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1347326.875000 Penalty: 4794.645996
	Iteration 55Q: 3 clusters Score -1347327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1347327.625000 Penalty: 4794.645996
	Iteration 56Q: 3 clusters Score -1347328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1347326.375000 Penalty: 4794.645996
	Iteration 57Q: 3 clusters Score -1347326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1347326.500000 Penalty: 4794.645996
	Iteration 58Q: 3 clusters Score -1347326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1347328.625000 Penalty: 4794.645996
	Iteration 59Q: 3 clusters Score -1347329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1347328.625000 Penalty: 4794.645996
	Iteration 60F: 3 clusters Score -1347329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Entering Unmasked Estep 
Score: -843143.125000 Penalty: 2275.354736
	Iteration 0F: 2 clusters Score -843143.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -835749.375000 Penalty: 4550.709473
	Iteration 0F: 3 clusters Score -835749.4 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -837931.312500 Penalty: 4550.709473
	Iteration 1F: 3 clusters Score -837931.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -838244.500000 Penalty: 4550.709473
	Iteration 2F: 3 clusters Score -838244.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -838491.875000 Penalty: 4550.709473
	Iteration 3F: 3 clusters Score -838491.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -838734.125000 Penalty: 4550.709473
	Iteration 4Q: 3 clusters Score -838734.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -838986.687500 Penalty: 4550.709473
	Iteration 5Q: 3 clusters Score -838986.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -839246.062500 Penalty: 4550.709473
	Iteration 6Q: 3 clusters Score -839246.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -839582.375000 Penalty: 4550.709473
	Iteration 7Q: 3 clusters Score -839582.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -839922.000000 Penalty: 4550.709473
	Iteration 8Q: 3 clusters Score -839922 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -840264.187500 Penalty: 4550.709473
	Iteration 9Q: 3 clusters Score -840264.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -840543.500000 Penalty: 4550.709473
	Iteration 10Q: 3 clusters Score -840543.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -840740.375000 Penalty: 4550.709473
	Iteration 11Q: 3 clusters Score -840740.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -840883.500000 Penalty: 4550.709473
	Iteration 12Q: 3 clusters Score -840883.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -841006.500000 Penalty: 4550.709473
	Iteration 13Q: 3 clusters Score -841006.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -841096.937500 Penalty: 4550.709473
	Iteration 14Q: 3 clusters Score -841096.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -841156.437500 Penalty: 4550.709473
	Iteration 15Q: 3 clusters Score -841156.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -841209.000000 Penalty: 4550.709473
	Iteration 16Q: 3 clusters Score -841209 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -841246.375000 Penalty: 4550.709473
	Iteration 17Q: 3 clusters Score -841246.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -841268.687500 Penalty: 4550.709473
	Iteration 18Q: 3 clusters Score -841268.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -841286.187500 Penalty: 4550.709473
	Iteration 19Q: 3 clusters Score -841286.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -841293.812500 Penalty: 4550.709473
	Iteration 20F: 3 clusters Score -841293.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -841304.000000 Penalty: 4550.709473
	Iteration 21Q: 3 clusters Score -841304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -841308.437500 Penalty: 4550.709473
	Iteration 22Q: 3 clusters Score -841308.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -841311.937500 Penalty: 4550.709473
	Iteration 23Q: 3 clusters Score -841311.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -841314.187500 Penalty: 4550.709473
	Iteration 24Q: 3 clusters Score -841314.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -841320.062500 Penalty: 4550.709473
	Iteration 25Q: 3 clusters Score -841320.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -841321.875000 Penalty: 4550.709473
	Iteration 26Q: 3 clusters Score -841321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -841320.812500 Penalty: 4550.709473
	Iteration 27Q: 3 clusters Score -841320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -841321.687500 Penalty: 4550.709473
	Iteration 28Q: 3 clusters Score -841321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -841322.250000 Penalty: 4550.709473
	Iteration 29Q: 3 clusters Score -841322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -841322.312500 Penalty: 4550.709473
	Iteration 30Q: 3 clusters Score -841322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -841322.312500 Penalty: 4550.709473
	Iteration 31F: 3 clusters Score -841322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Entering Unmasked Estep 
Score: -566508.937500 Penalty: 2210.627197
	Iteration 0F: 2 clusters Score -566508.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -560418.500000 Penalty: 4421.254395
	Iteration 0F: 3 clusters Score -560418.5 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -562031.000000 Penalty: 4421.254395
	Iteration 1F: 3 clusters Score -562031 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -562358.000000 Penalty: 4421.254395
	Iteration 2F: 3 clusters Score -562358 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -562652.812500 Penalty: 4421.254395
	Iteration 3F: 3 clusters Score -562652.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -562914.375000 Penalty: 4421.254395
	Iteration 4F: 3 clusters Score -562914.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -563165.812500 Penalty: 4421.254395
	Iteration 5F: 3 clusters Score -563165.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -563424.500000 Penalty: 4421.254395
	Iteration 6Q: 3 clusters Score -563424.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -563693.625000 Penalty: 4421.254395
	Iteration 7Q: 3 clusters Score -563693.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -563921.062500 Penalty: 4421.254395
	Iteration 8Q: 3 clusters Score -563921.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -564127.937500 Penalty: 4421.254395
	Iteration 9Q: 3 clusters Score -564127.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -564295.687500 Penalty: 4421.254395
	Iteration 10Q: 3 clusters Score -564295.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -564425.062500 Penalty: 4421.254395
	Iteration 11Q: 3 clusters Score -564425.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -564540.500000 Penalty: 4421.254395
	Iteration 12Q: 3 clusters Score -564540.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -564615.000000 Penalty: 4421.254395
	Iteration 13Q: 3 clusters Score -564615 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -564661.500000 Penalty: 4421.254395
	Iteration 14Q: 3 clusters Score -564661.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -564692.687500 Penalty: 4421.254395
	Iteration 15Q: 3 clusters Score -564692.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -564714.625000 Penalty: 4421.254395
	Iteration 16Q: 3 clusters Score -564714.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -564736.062500 Penalty: 4421.254395
	Iteration 17Q: 3 clusters Score -564736.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -564755.000000 Penalty: 4421.254395
	Iteration 18Q: 3 clusters Score -564755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -564769.187500 Penalty: 4421.254395
	Iteration 19Q: 3 clusters Score -564769.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -564777.250000 Penalty: 4421.254395
	Iteration 20F: 3 clusters Score -564777.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -564784.750000 Penalty: 4421.254395
	Iteration 21Q: 3 clusters Score -564784.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -564791.750000 Penalty: 4421.254395
	Iteration 22Q: 3 clusters Score -564791.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -564799.750000 Penalty: 4421.254395
	Iteration 23Q: 3 clusters Score -564799.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -564804.750000 Penalty: 4421.254395
	Iteration 24Q: 3 clusters Score -564804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -564807.875000 Penalty: 4421.254395
	Iteration 25Q: 3 clusters Score -564807.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -564809.875000 Penalty: 4421.254395
	Iteration 26Q: 3 clusters Score -564809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -564811.500000 Penalty: 4421.254395
	Iteration 27Q: 3 clusters Score -564811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -564814.125000 Penalty: 4421.254395
	Iteration 28Q: 3 clusters Score -564814.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -564816.250000 Penalty: 4421.254395
	Iteration 29Q: 3 clusters Score -564816.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -564817.812500 Penalty: 4421.254395
	Iteration 30Q: 3 clusters Score -564817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -564818.125000 Penalty: 4421.254395
	Iteration 31Q: 3 clusters Score -564818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -564820.000000 Penalty: 4421.254395
	Iteration 32Q: 3 clusters Score -564820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -564819.375000 Penalty: 4421.254395
	Iteration 33Q: 3 clusters Score -564819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -564821.562500 Penalty: 4421.254395
	Iteration 34Q: 3 clusters Score -564821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -564820.937500 Penalty: 4421.254395
	Iteration 35Q: 3 clusters Score -564820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -564821.187500 Penalty: 4421.254395
	Iteration 36Q: 3 clusters Score -564821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -564823.812500 Penalty: 4421.254395
	Iteration 37Q: 3 clusters Score -564823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -564823.812500 Penalty: 4421.254395
	Iteration 38Q: 3 clusters Score -564823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -564822.875000 Penalty: 4421.254395
	Iteration 39Q: 3 clusters Score -564822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -564822.875000 Penalty: 4421.254395
	Iteration 40F: 3 clusters Score -564822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Entering Unmasked Estep 
Score: -1384648.750000 Penalty: 2399.435547
	Iteration 0F: 2 clusters Score -1384649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1373181.375000 Penalty: 4798.871094
	Iteration 0F: 3 clusters Score -1373181 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1376958.625000 Penalty: 4798.871094
	Iteration 1F: 3 clusters Score -1376959 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1377645.375000 Penalty: 4798.871094
	Iteration 2F: 3 clusters Score -1377645 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1378576.250000 Penalty: 4798.871094
	Iteration 3F: 3 clusters Score -1378576 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1380057.375000 Penalty: 4798.871094
	Iteration 4F: 3 clusters Score -1380057 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1382683.875000 Penalty: 4798.871094
	Iteration 5F: 3 clusters Score -1382684 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1384723.625000 Penalty: 4798.871094
	Iteration 6F: 3 clusters Score -1384724 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1386197.750000 Penalty: 4798.871094
	Iteration 7F: 3 clusters Score -1386198 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1387689.125000 Penalty: 4798.871094
	Iteration 8F: 3 clusters Score -1387689 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1389257.000000 Penalty: 4798.871094
	Iteration 9F: 3 clusters Score -1389257 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1391049.625000 Penalty: 4798.871094
	Iteration 10Q: 3 clusters Score -1391050 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1392100.125000 Penalty: 4798.871094
	Iteration 11Q: 3 clusters Score -1392100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1392218.625000 Penalty: 4798.871094
	Iteration 12Q: 3 clusters Score -1392219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1392222.625000 Penalty: 4798.871094
	Iteration 13Q: 3 clusters Score -1392223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1392222.625000 Penalty: 4798.871094
	Iteration 14F: 3 clusters Score -1392223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 126329 members 
Mstep: Class 4 contains 6967 members 
Mstep: Class 5 contains 27480 members 
Mstep: Class 6 contains 23208 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 15782 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 19592 members 
Mstep: Class 18 contains 47681 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 30050 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 6152 members 
Entering Unmasked Estep 
Score: -38113756.000000 Penalty: 74438.078125
Splitting cluster 16 changes total score from -38104396.000000 to -38113756.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (19592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Entering Unmasked Estep 
Score: -1696553.500000 Penalty: 2450.953369
	Iteration 0F: 2 clusters Score -1696554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1682701.125000 Penalty: 4901.906738
	Iteration 0F: 3 clusters Score -1682701 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1687603.625000 Penalty: 4901.906738
	Iteration 1F: 3 clusters Score -1687604 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1688342.250000 Penalty: 4901.906738
	Iteration 2F: 3 clusters Score -1688342 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1689205.750000 Penalty: 4901.906738
	Iteration 3F: 3 clusters Score -1689206 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1690171.750000 Penalty: 4901.906738
	Iteration 4F: 3 clusters Score -1690172 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1691249.375000 Penalty: 4901.906738
	Iteration 5F: 3 clusters Score -1691249 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1692295.875000 Penalty: 4901.906738
	Iteration 6F: 3 clusters Score -1692296 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1693266.000000 Penalty: 4901.906738
	Iteration 7F: 3 clusters Score -1693266 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1694054.125000 Penalty: 4901.906738
	Iteration 8F: 3 clusters Score -1694054 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1694571.375000 Penalty: 4901.906738
	Iteration 9Q: 3 clusters Score -1694571 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1694840.000000 Penalty: 4901.906738
	Iteration 10Q: 3 clusters Score -1694840 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1694975.875000 Penalty: 4901.906738
	Iteration 11Q: 3 clusters Score -1694976 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1695032.750000 Penalty: 4901.906738
	Iteration 12Q: 3 clusters Score -1695033 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1695062.250000 Penalty: 4901.906738
	Iteration 13Q: 3 clusters Score -1695062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1695071.625000 Penalty: 4901.906738
	Iteration 14Q: 3 clusters Score -1695072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1695076.250000 Penalty: 4901.906738
	Iteration 15Q: 3 clusters Score -1695076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1695086.250000 Penalty: 4901.906738
	Iteration 16Q: 3 clusters Score -1695086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1695094.250000 Penalty: 4901.906738
	Iteration 17Q: 3 clusters Score -1695094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1695093.750000 Penalty: 4901.906738
	Iteration 18Q: 3 clusters Score -1695094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1695095.875000 Penalty: 4901.906738
	Iteration 19Q: 3 clusters Score -1695096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1695096.625000 Penalty: 4901.906738
	Iteration 20F: 3 clusters Score -1695097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1695100.125000 Penalty: 4901.906738
	Iteration 21Q: 3 clusters Score -1695100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1695100.000000 Penalty: 4901.906738
	Iteration 22Q: 3 clusters Score -1695100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1695104.125000 Penalty: 4901.906738
	Iteration 23Q: 3 clusters Score -1695104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1695102.875000 Penalty: 4901.906738
	Iteration 24Q: 3 clusters Score -1695103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1695109.250000 Penalty: 4901.906738
	Iteration 25Q: 3 clusters Score -1695109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1695107.625000 Penalty: 4901.906738
	Iteration 26Q: 3 clusters Score -1695108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1695107.500000 Penalty: 4901.906738
	Iteration 27Q: 3 clusters Score -1695108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1695111.125000 Penalty: 4901.906738
	Iteration 28Q: 3 clusters Score -1695111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1695111.000000 Penalty: 4901.906738
	Iteration 29Q: 3 clusters Score -1695111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1695111.000000 Penalty: 4901.906738
	Iteration 30F: 3 clusters Score -1695111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Entering Unmasked Estep 
Score: -3936676.250000 Penalty: 2671.527588
	Iteration 0F: 2 clusters Score -3936676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3904510.500000 Penalty: 5343.055176
	Iteration 0F: 3 clusters Score -3904510 nChanged 22005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3917245.750000 Penalty: 5343.055176
	Iteration 1F: 3 clusters Score -3917246 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3918706.250000 Penalty: 5343.055176
	Iteration 2F: 3 clusters Score -3918706 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3920873.750000 Penalty: 5343.055176
	Iteration 3F: 3 clusters Score -3920874 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3924166.250000 Penalty: 5343.055176
	Iteration 4F: 3 clusters Score -3924166 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3928403.250000 Penalty: 5343.055176
	Iteration 5F: 3 clusters Score -3928403 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3932379.250000 Penalty: 5343.055176
	Iteration 6F: 3 clusters Score -3932379 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3934898.500000 Penalty: 5343.055176
	Iteration 7F: 3 clusters Score -3934898 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3936230.750000 Penalty: 5343.055176
	Iteration 8Q: 3 clusters Score -3936231 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3936960.750000 Penalty: 5343.055176
	Iteration 9Q: 3 clusters Score -3936961 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3937367.500000 Penalty: 5343.055176
	Iteration 10Q: 3 clusters Score -3937368 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3937629.000000 Penalty: 5343.055176
	Iteration 11Q: 3 clusters Score -3937629 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3937797.000000 Penalty: 5343.055176
	Iteration 12Q: 3 clusters Score -3937797 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3937931.000000 Penalty: 5343.055176
	Iteration 13Q: 3 clusters Score -3937931 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3938027.000000 Penalty: 5343.055176
	Iteration 14Q: 3 clusters Score -3938027 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3938128.250000 Penalty: 5343.055176
	Iteration 15Q: 3 clusters Score -3938128 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3938195.750000 Penalty: 5343.055176
	Iteration 16Q: 3 clusters Score -3938196 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3938247.500000 Penalty: 5343.055176
	Iteration 17Q: 3 clusters Score -3938248 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3938281.000000 Penalty: 5343.055176
	Iteration 18Q: 3 clusters Score -3938281 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3938334.250000 Penalty: 5343.055176
	Iteration 19Q: 3 clusters Score -3938334 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3938371.000000 Penalty: 5343.055176
	Iteration 20F: 3 clusters Score -3938371 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3938385.750000 Penalty: 5343.055176
	Iteration 21Q: 3 clusters Score -3938386 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3938405.500000 Penalty: 5343.055176
	Iteration 22Q: 3 clusters Score -3938406 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3938437 nChanged 210
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Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3938465 nChanged 208
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Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3938500 nChanged 214
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Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3938544 nChanged 220
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Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3938566 nChanged 229
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Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3938599 nChanged 231
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Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3938626 nChanged 220
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Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3938664 nChanged 205
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Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3938681 nChanged 191
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Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3938695 nChanged 178
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Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3938712 nChanged 175
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Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3938743 nChanged 176
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Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3938761 nChanged 173
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Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3938782 nChanged 181
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Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3938805 nChanged 183
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Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3938823.250000 Penalty: 5343.055176
	Iteration 38Q: 3 clusters Score -3938823 nChanged 190
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Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3938855.000000 Penalty: 5343.055176
	Iteration 39Q: 3 clusters Score -3938855 nChanged 157
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Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3938874 nChanged 150
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Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3938882 nChanged 151
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Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3938918 nChanged 121
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Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 16924 members 
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	Iteration 43Q: 3 clusters Score -3938908 nChanged 117
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Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3938918 nChanged 109
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Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3938924 nChanged 108
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Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3938951 nChanged 96
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Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3938948 nChanged 96
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Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 16400 members 
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	Iteration 48Q: 3 clusters Score -3938958 nChanged 93
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Mstep: Class 1 contains 31374 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3938971 nChanged 99
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Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3938988 nChanged 105
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Mstep: Class 1 contains 31578 members 
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	Iteration 51Q: 3 clusters Score -3939000 nChanged 96
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Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3938992 nChanged 93
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Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 15916 members 
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	Iteration 53Q: 3 clusters Score -3939009 nChanged 75
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Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3939005.250000 Penalty: 5343.055176
	Iteration 54Q: 3 clusters Score -3939005 nChanged 64
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Mstep: Class 1 contains 31902 members 
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	Iteration 55Q: 3 clusters Score -3939010 nChanged 60
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Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 15719 members 
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Score: -3939016.250000 Penalty: 5343.055176
	Iteration 56Q: 3 clusters Score -3939016 nChanged 48
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	Iteration 57Q: 3 clusters Score -3939020 nChanged 56
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Mstep: Class 1 contains 32066 members 
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	Iteration 58Q: 3 clusters Score -3939021 nChanged 48
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Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 15567 members 
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	Iteration 59Q: 3 clusters Score -3939022 nChanged 50
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Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3939025.500000 Penalty: 5343.055176
	Iteration 60F: 3 clusters Score -3939026 nChanged 52
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Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 15465 members 
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	Iteration 61Q: 3 clusters Score -3939032 nChanged 56
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Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3939045.250000 Penalty: 5343.055176
	Iteration 62Q: 3 clusters Score -3939045 nChanged 46
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Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3939037 nChanged 44
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Mstep: Class 1 contains 32362 members 
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	Iteration 64Q: 3 clusters Score -3939040 nChanged 45
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Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3939046 nChanged 34
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Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 15240 members 
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Score: -3939052.500000 Penalty: 5343.055176
	Iteration 66Q: 3 clusters Score -3939052 nChanged 27
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Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 15213 members 
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Score: -3939047.750000 Penalty: 5343.055176
	Iteration 67Q: 3 clusters Score -3939048 nChanged 20
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Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 15193 members 
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	Iteration 68Q: 3 clusters Score -3939052 nChanged 23
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Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3939054 nChanged 20
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Mstep: Class 1 contains 32531 members 
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Entering Unmasked Estep 
Score: -3939061.750000 Penalty: 5343.055176
	Iteration 70Q: 3 clusters Score -3939062 nChanged 19
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Mstep: Class 1 contains 32550 members 
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	Iteration 71Q: 3 clusters Score -3939057 nChanged 17
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Mstep: Class 1 contains 32567 members 
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	Iteration 72Q: 3 clusters Score -3939057 nChanged 14
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	Iteration 73Q: 3 clusters Score -3939062 nChanged 18
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	Iteration 74Q: 3 clusters Score -3939068 nChanged 14
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Mstep: Class 1 contains 32613 members 
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	Iteration 75Q: 3 clusters Score -3939067 nChanged 14
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Mstep: Class 1 contains 32627 members 
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	Iteration 76Q: 3 clusters Score -3939057 nChanged 13
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	Iteration 77Q: 3 clusters Score -3939058 nChanged 14
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Score: -3939059.000000 Penalty: 5343.055176
	Iteration 78Q: 3 clusters Score -3939059 nChanged 20
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	Iteration 79Q: 3 clusters Score -3939070 nChanged 20
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Mstep: Class 1 contains 32694 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3939076 nChanged 20
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Mstep: Class 1 contains 32714 members 
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Score: -3939081.500000 Penalty: 5343.055176
	Iteration 81Q: 3 clusters Score -3939082 nChanged 23
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Mstep: Class 1 contains 32737 members 
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	Iteration 82Q: 3 clusters Score -3939077 nChanged 27
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Mstep: Class 1 contains 32762 members 
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	Iteration 83Q: 3 clusters Score -3939069 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32779 members 
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	Iteration 84Q: 3 clusters Score -3939062 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32791 members 
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Score: -3939071.750000 Penalty: 5343.055176
	Iteration 85Q: 3 clusters Score -3939072 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3939075 nChanged 15
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Mstep: Class 1 contains 32818 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3939074 nChanged 19
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	Iteration 88Q: 3 clusters Score -3939074 nChanged 16
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3939071 nChanged 25
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Mstep: Class 1 contains 32878 members 
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	Iteration 90Q: 3 clusters Score -3939066 nChanged 27
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Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3939072 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32932 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3939066 nChanged 26
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3939070 nChanged 26
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Mstep: Class 1 contains 32982 members 
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Entering Unmasked Estep 
Score: -3939077.750000 Penalty: 5343.055176
	Iteration 94Q: 3 clusters Score -3939078 nChanged 18
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Mstep: Class 1 contains 32996 members 
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	Iteration 95Q: 3 clusters Score -3939082 nChanged 15
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Mstep: Class 1 contains 33011 members 
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	Iteration 96Q: 3 clusters Score -3939084 nChanged 30
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	Iteration 97Q: 3 clusters Score -3939086 nChanged 33
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3939097 nChanged 24
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3939094 nChanged 30
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Mstep: Class 1 contains 33126 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3939097 nChanged 21
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3939090 nChanged 25
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3939096 nChanged 24
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	Iteration 103Q: 3 clusters Score -3939098 nChanged 25
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Mstep: Class 1 contains 33219 members 
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Entering Unmasked Estep 
Score: -3939101.500000 Penalty: 5343.055176
	Iteration 104Q: 3 clusters Score -3939102 nChanged 21
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	Iteration 105Q: 3 clusters Score -3939100 nChanged 18
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	Iteration 106Q: 3 clusters Score -3939100 nChanged 21
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3939101 nChanged 21
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Entering Unmasked Estep 
Score: -3939103.500000 Penalty: 5343.055176
	Iteration 108Q: 3 clusters Score -3939104 nChanged 19
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Entering Unmasked Estep 
Score: -3939110.000000 Penalty: 5343.055176
	Iteration 109Q: 3 clusters Score -3939110 nChanged 19
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Entering Unmasked Estep 
Score: -3939113.250000 Penalty: 5343.055176
	Iteration 110Q: 3 clusters Score -3939113 nChanged 14
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3939114 nChanged 9
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3939111 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3939120.000000 Penalty: 5343.055176
	Iteration 113Q: 3 clusters Score -3939120 nChanged 9
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Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3939122 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3939115.500000 Penalty: 5343.055176
	Iteration 115Q: 3 clusters Score -3939116 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3939115.000000 Penalty: 5343.055176
	Iteration 116Q: 3 clusters Score -3939115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3939111.750000 Penalty: 5343.055176
	Iteration 117Q: 3 clusters Score -3939112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3939114.250000 Penalty: 5343.055176
	Iteration 118Q: 3 clusters Score -3939114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3939117.250000 Penalty: 5343.055176
	Iteration 119Q: 3 clusters Score -3939117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3939112.750000 Penalty: 5343.055176
	Iteration 120F: 3 clusters Score -3939113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3939114.500000 Penalty: 5343.055176
	Iteration 121Q: 3 clusters Score -3939114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3939114.500000 Penalty: 5343.055176
	Iteration 122F: 3 clusters Score -3939114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 126329 members 
Mstep: Class 4 contains 6967 members 
Mstep: Class 5 contains 27480 members 
Mstep: Class 6 contains 23208 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 15782 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 19592 members 
Mstep: Class 18 contains 33386 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 30050 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 6152 members 
Mstep: Class 24 contains 14295 members 
Entering Unmasked Estep 
Score: -38115564.000000 Penalty: 77674.515625
Splitting cluster 18 changes total score from -38104396.000000 to -38115564.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (32970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Entering Unmasked Estep 
Score: -2803580.250000 Penalty: 2580.031738
	Iteration 0F: 2 clusters Score -2803580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2781170.250000 Penalty: 5160.063477
	Iteration 0F: 3 clusters Score -2781170 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2789392.750000 Penalty: 5160.063477
	Iteration 1F: 3 clusters Score -2789393 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2790233.750000 Penalty: 5160.063477
	Iteration 2F: 3 clusters Score -2790234 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2791238.250000 Penalty: 5160.063477
	Iteration 3F: 3 clusters Score -2791238 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2792617.500000 Penalty: 5160.063477
	Iteration 4F: 3 clusters Score -2792618 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2794360.250000 Penalty: 5160.063477
	Iteration 5F: 3 clusters Score -2794360 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2796344.250000 Penalty: 5160.063477
	Iteration 6F: 3 clusters Score -2796344 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2798317.750000 Penalty: 5160.063477
	Iteration 7F: 3 clusters Score -2798318 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2799796.000000 Penalty: 5160.063477
	Iteration 8F: 3 clusters Score -2799796 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2800721.250000 Penalty: 5160.063477
	Iteration 9Q: 3 clusters Score -2800721 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2801261.000000 Penalty: 5160.063477
	Iteration 10Q: 3 clusters Score -2801261 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2801536.500000 Penalty: 5160.063477
	Iteration 11Q: 3 clusters Score -2801536 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2801707.000000 Penalty: 5160.063477
	Iteration 12Q: 3 clusters Score -2801707 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2801804.500000 Penalty: 5160.063477
	Iteration 13Q: 3 clusters Score -2801804 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2801871.000000 Penalty: 5160.063477
	Iteration 14Q: 3 clusters Score -2801871 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2801913.250000 Penalty: 5160.063477
	Iteration 15Q: 3 clusters Score -2801913 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2801947.750000 Penalty: 5160.063477
	Iteration 16Q: 3 clusters Score -2801948 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2801978.750000 Penalty: 5160.063477
	Iteration 17Q: 3 clusters Score -2801979 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2801984.000000 Penalty: 5160.063477
	Iteration 18Q: 3 clusters Score -2801984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2801994.000000 Penalty: 5160.063477
	Iteration 19Q: 3 clusters Score -2801994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2802023.750000 Penalty: 5160.063477
	Iteration 20F: 3 clusters Score -2802024 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2802026.250000 Penalty: 5160.063477
	Iteration 21Q: 3 clusters Score -2802026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2802034.250000 Penalty: 5160.063477
	Iteration 22Q: 3 clusters Score -2802034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2802043.750000 Penalty: 5160.063477
	Iteration 23Q: 3 clusters Score -2802044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2802049.750000 Penalty: 5160.063477
	Iteration 24Q: 3 clusters Score -2802050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2802049.250000 Penalty: 5160.063477
	Iteration 25Q: 3 clusters Score -2802049 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2802062.000000 Penalty: 5160.063477
	Iteration 26Q: 3 clusters Score -2802062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2802064.500000 Penalty: 5160.063477
	Iteration 27Q: 3 clusters Score -2802064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2802066.000000 Penalty: 5160.063477
	Iteration 28Q: 3 clusters Score -2802066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2802078.250000 Penalty: 5160.063477
	Iteration 29Q: 3 clusters Score -2802078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2802079.750000 Penalty: 5160.063477
	Iteration 30Q: 3 clusters Score -2802080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2802075.250000 Penalty: 5160.063477
	Iteration 31Q: 3 clusters Score -2802075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2802091.750000 Penalty: 5160.063477
	Iteration 32Q: 3 clusters Score -2802092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2802096.500000 Penalty: 5160.063477
	Iteration 33Q: 3 clusters Score -2802096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2802100.000000 Penalty: 5160.063477
	Iteration 34Q: 3 clusters Score -2802100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2802113.250000 Penalty: 5160.063477
	Iteration 35Q: 3 clusters Score -2802113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2802117.000000 Penalty: 5160.063477
	Iteration 36Q: 3 clusters Score -2802117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2802111.750000 Penalty: 5160.063477
	Iteration 37Q: 3 clusters Score -2802112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2802117.750000 Penalty: 5160.063477
	Iteration 38Q: 3 clusters Score -2802118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2802132.750000 Penalty: 5160.063477
	Iteration 39Q: 3 clusters Score -2802133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2802135.750000 Penalty: 5160.063477
	Iteration 40F: 3 clusters Score -2802136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2802139.000000 Penalty: 5160.063477
	Iteration 41Q: 3 clusters Score -2802139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2802144.250000 Penalty: 5160.063477
	Iteration 42Q: 3 clusters Score -2802144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2802145.250000 Penalty: 5160.063477
	Iteration 43Q: 3 clusters Score -2802145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2802150.500000 Penalty: 5160.063477
	Iteration 44Q: 3 clusters Score -2802150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2802146.750000 Penalty: 5160.063477
	Iteration 45Q: 3 clusters Score -2802147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2802157.250000 Penalty: 5160.063477
	Iteration 46Q: 3 clusters Score -2802157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2802171.750000 Penalty: 5160.063477
	Iteration 47Q: 3 clusters Score -2802172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2802167.500000 Penalty: 5160.063477
	Iteration 48Q: 3 clusters Score -2802168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2802168.500000 Penalty: 5160.063477
	Iteration 49Q: 3 clusters Score -2802168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2802182.500000 Penalty: 5160.063477
	Iteration 50Q: 3 clusters Score -2802182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2802189.000000 Penalty: 5160.063477
	Iteration 51Q: 3 clusters Score -2802189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2802200.750000 Penalty: 5160.063477
	Iteration 52Q: 3 clusters Score -2802201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2802199.000000 Penalty: 5160.063477
	Iteration 53Q: 3 clusters Score -2802199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2802208.000000 Penalty: 5160.063477
	Iteration 54Q: 3 clusters Score -2802208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2802213.250000 Penalty: 5160.063477
	Iteration 55Q: 3 clusters Score -2802213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2802212.500000 Penalty: 5160.063477
	Iteration 56Q: 3 clusters Score -2802212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2802212.500000 Penalty: 5160.063477
	Iteration 57Q: 3 clusters Score -2802212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2802209.250000 Penalty: 5160.063477
	Iteration 58Q: 3 clusters Score -2802209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2802222.250000 Penalty: 5160.063477
	Iteration 59Q: 3 clusters Score -2802222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2802228.000000 Penalty: 5160.063477
	Iteration 60F: 3 clusters Score -2802228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2802236.500000 Penalty: 5160.063477
	Iteration 61Q: 3 clusters Score -2802236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2802228.000000 Penalty: 5160.063477
	Iteration 62Q: 3 clusters Score -2802228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2802224.250000 Penalty: 5160.063477
	Iteration 63Q: 3 clusters Score -2802224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2802229.000000 Penalty: 5160.063477
	Iteration 64Q: 3 clusters Score -2802229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2802230.000000 Penalty: 5160.063477
	Iteration 65Q: 3 clusters Score -2802230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2802225.500000 Penalty: 5160.063477
	Iteration 66Q: 3 clusters Score -2802226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2802233.500000 Penalty: 5160.063477
	Iteration 67Q: 3 clusters Score -2802234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2802227.750000 Penalty: 5160.063477
	Iteration 68Q: 3 clusters Score -2802228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2802228.250000 Penalty: 5160.063477
	Iteration 69Q: 3 clusters Score -2802228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2802226.000000 Penalty: 5160.063477
	Iteration 70Q: 3 clusters Score -2802226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2802221.500000 Penalty: 5160.063477
	Iteration 71Q: 3 clusters Score -2802222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2802222.500000 Penalty: 5160.063477
	Iteration 72Q: 3 clusters Score -2802222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2802222.000000 Penalty: 5160.063477
	Iteration 73Q: 3 clusters Score -2802222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2802222.250000 Penalty: 5160.063477
	Iteration 74Q: 3 clusters Score -2802222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2802224.250000 Penalty: 5160.063477
	Iteration 75Q: 3 clusters Score -2802224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2802223.250000 Penalty: 5160.063477
	Iteration 76Q: 3 clusters Score -2802223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2802221.500000 Penalty: 5160.063477
	Iteration 77Q: 3 clusters Score -2802222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2802222.750000 Penalty: 5160.063477
	Iteration 78Q: 3 clusters Score -2802223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2802223.750000 Penalty: 5160.063477
	Iteration 79Q: 3 clusters Score -2802224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2802226.500000 Penalty: 5160.063477
	Iteration 80F: 3 clusters Score -2802226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2802220.750000 Penalty: 5160.063477
	Iteration 81Q: 3 clusters Score -2802221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2802230.500000 Penalty: 5160.063477
	Iteration 82Q: 3 clusters Score -2802230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2802231.750000 Penalty: 5160.063477
	Iteration 83Q: 3 clusters Score -2802232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2802232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2802234.750000 Penalty: 5160.063477
	Iteration 85Q: 3 clusters Score -2802235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2802245.500000 Penalty: 5160.063477
	Iteration 86Q: 3 clusters Score -2802246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2802243.000000 Penalty: 5160.063477
	Iteration 87Q: 3 clusters Score -2802243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2802244.500000 Penalty: 5160.063477
	Iteration 88Q: 3 clusters Score -2802244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2802242.000000 Penalty: 5160.063477
	Iteration 89Q: 3 clusters Score -2802242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2802252.250000 Penalty: 5160.063477
	Iteration 90Q: 3 clusters Score -2802252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2802255.000000 Penalty: 5160.063477
	Iteration 91Q: 3 clusters Score -2802255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2802247.250000 Penalty: 5160.063477
	Iteration 92Q: 3 clusters Score -2802247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2802255.250000 Penalty: 5160.063477
	Iteration 93Q: 3 clusters Score -2802255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2802261.000000 Penalty: 5160.063477
	Iteration 94Q: 3 clusters Score -2802261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2802264.250000 Penalty: 5160.063477
	Iteration 95Q: 3 clusters Score -2802264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2802262.000000 Penalty: 5160.063477
	Iteration 96Q: 3 clusters Score -2802262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2802264.500000 Penalty: 5160.063477
	Iteration 97Q: 3 clusters Score -2802264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2802265.000000 Penalty: 5160.063477
	Iteration 98Q: 3 clusters Score -2802265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2802268.500000 Penalty: 5160.063477
	Iteration 99Q: 3 clusters Score -2802268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2802276.250000 Penalty: 5160.063477
	Iteration 100F: 3 clusters Score -2802276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2802274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2802278.000000 Penalty: 5160.063477
	Iteration 102Q: 3 clusters Score -2802278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2802279.500000 Penalty: 5160.063477
	Iteration 103Q: 3 clusters Score -2802280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2802285 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2802282.250000 Penalty: 5160.063477
	Iteration 105Q: 3 clusters Score -2802282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2802277.250000 Penalty: 5160.063477
	Iteration 106Q: 3 clusters Score -2802277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2802284.250000 Penalty: 5160.063477
	Iteration 107Q: 3 clusters Score -2802284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2802288.500000 Penalty: 5160.063477
	Iteration 108Q: 3 clusters Score -2802288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2802293.750000 Penalty: 5160.063477
	Iteration 109Q: 3 clusters Score -2802294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2802289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2802285.250000 Penalty: 5160.063477
	Iteration 111Q: 3 clusters Score -2802285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2802291.750000 Penalty: 5160.063477
	Iteration 112Q: 3 clusters Score -2802292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2802296.750000 Penalty: 5160.063477
	Iteration 113Q: 3 clusters Score -2802297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2802301.250000 Penalty: 5160.063477
	Iteration 114Q: 3 clusters Score -2802301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2802307.000000 Penalty: 5160.063477
	Iteration 115Q: 3 clusters Score -2802307 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2802311.750000 Penalty: 5160.063477
	Iteration 116Q: 3 clusters Score -2802312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2802308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2802309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2802312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2802311.500000 Penalty: 5160.063477
	Iteration 120F: 3 clusters Score -2802312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2802310.500000 Penalty: 5160.063477
	Iteration 121Q: 3 clusters Score -2802310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2802312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2802318.500000 Penalty: 5160.063477
	Iteration 123Q: 3 clusters Score -2802318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2802329.500000 Penalty: 5160.063477
	Iteration 124Q: 3 clusters Score -2802330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2802328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2802328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2802330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2802330.750000 Penalty: 5160.063477
	Iteration 128Q: 3 clusters Score -2802331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2802335.000000 Penalty: 5160.063477
	Iteration 129Q: 3 clusters Score -2802335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 7300 members 
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Score: -2802338.500000 Penalty: 5160.063477
	Iteration 130Q: 3 clusters Score -2802338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2802339.000000 Penalty: 5160.063477
	Iteration 131Q: 3 clusters Score -2802339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2802333.250000 Penalty: 5160.063477
	Iteration 132Q: 3 clusters Score -2802333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2802337.250000 Penalty: 5160.063477
	Iteration 133Q: 3 clusters Score -2802337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2802335.250000 Penalty: 5160.063477
	Iteration 134Q: 3 clusters Score -2802335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2802343.500000 Penalty: 5160.063477
	Iteration 135Q: 3 clusters Score -2802344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2802341.250000 Penalty: 5160.063477
	Iteration 136Q: 3 clusters Score -2802341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2802345.500000 Penalty: 5160.063477
	Iteration 137Q: 3 clusters Score -2802346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2802341.250000 Penalty: 5160.063477
	Iteration 138Q: 3 clusters Score -2802341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2802345.000000 Penalty: 5160.063477
	Iteration 139Q: 3 clusters Score -2802345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2802341.000000 Penalty: 5160.063477
	Iteration 140F: 3 clusters Score -2802341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2802349.750000 Penalty: 5160.063477
	Iteration 141Q: 3 clusters Score -2802350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2802356.250000 Penalty: 5160.063477
	Iteration 142Q: 3 clusters Score -2802356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2802355.500000 Penalty: 5160.063477
	Iteration 143Q: 3 clusters Score -2802356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2802353.000000 Penalty: 5160.063477
	Iteration 144Q: 3 clusters Score -2802353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2802352.000000 Penalty: 5160.063477
	Iteration 145Q: 3 clusters Score -2802352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2802356.500000 Penalty: 5160.063477
	Iteration 146Q: 3 clusters Score -2802356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2802350.750000 Penalty: 5160.063477
	Iteration 147Q: 3 clusters Score -2802351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2802352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2802356.750000 Penalty: 5160.063477
	Iteration 149Q: 3 clusters Score -2802357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2802357.250000 Penalty: 5160.063477
	Iteration 150Q: 3 clusters Score -2802357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2802363.250000 Penalty: 5160.063477
	Iteration 151Q: 3 clusters Score -2802363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2802364.750000 Penalty: 5160.063477
	Iteration 152Q: 3 clusters Score -2802365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2802367.750000 Penalty: 5160.063477
	Iteration 153Q: 3 clusters Score -2802368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2802364.500000 Penalty: 5160.063477
	Iteration 154Q: 3 clusters Score -2802364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2802366.750000 Penalty: 5160.063477
	Iteration 155Q: 3 clusters Score -2802367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2802366.500000 Penalty: 5160.063477
	Iteration 156Q: 3 clusters Score -2802366 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2802371.000000 Penalty: 5160.063477
	Iteration 157Q: 3 clusters Score -2802371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2802381.250000 Penalty: 5160.063477
	Iteration 158Q: 3 clusters Score -2802381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2802377.750000 Penalty: 5160.063477
	Iteration 159Q: 3 clusters Score -2802378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2802377.500000 Penalty: 5160.063477
	Iteration 160F: 3 clusters Score -2802378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2802379.000000 Penalty: 5160.063477
	Iteration 161Q: 3 clusters Score -2802379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2802376.750000 Penalty: 5160.063477
	Iteration 162Q: 3 clusters Score -2802377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2802379.500000 Penalty: 5160.063477
	Iteration 163Q: 3 clusters Score -2802380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2802383.500000 Penalty: 5160.063477
	Iteration 164Q: 3 clusters Score -2802384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2802378.500000 Penalty: 5160.063477
	Iteration 165Q: 3 clusters Score -2802378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2802380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2802380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2802379.750000 Penalty: 5160.063477
	Iteration 168Q: 3 clusters Score -2802380 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2802384.500000 Penalty: 5160.063477
	Iteration 169Q: 3 clusters Score -2802384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2802379.500000 Penalty: 5160.063477
	Iteration 170Q: 3 clusters Score -2802380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2802380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2802378 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2802378.750000 Penalty: 5160.063477
	Iteration 173Q: 3 clusters Score -2802379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2802378.500000 Penalty: 5160.063477
	Iteration 174Q: 3 clusters Score -2802378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2802382.000000 Penalty: 5160.063477
	Iteration 175Q: 3 clusters Score -2802382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2802383.500000 Penalty: 5160.063477
	Iteration 176Q: 3 clusters Score -2802384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2802386.500000 Penalty: 5160.063477
	Iteration 177Q: 3 clusters Score -2802386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2802389.250000 Penalty: 5160.063477
	Iteration 178Q: 3 clusters Score -2802389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2802387.000000 Penalty: 5160.063477
	Iteration 179Q: 3 clusters Score -2802387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2802386.000000 Penalty: 5160.063477
	Iteration 180F: 3 clusters Score -2802386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2802389.750000 Penalty: 5160.063477
	Iteration 181Q: 3 clusters Score -2802390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2802388.750000 Penalty: 5160.063477
	Iteration 182Q: 3 clusters Score -2802389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2802391.500000 Penalty: 5160.063477
	Iteration 183Q: 3 clusters Score -2802392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2802387.500000 Penalty: 5160.063477
	Iteration 184Q: 3 clusters Score -2802388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2802385.250000 Penalty: 5160.063477
	Iteration 185Q: 3 clusters Score -2802385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2802388.250000 Penalty: 5160.063477
	Iteration 186Q: 3 clusters Score -2802388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2802387.750000 Penalty: 5160.063477
	Iteration 187Q: 3 clusters Score -2802388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2802390.250000 Penalty: 5160.063477
	Iteration 188Q: 3 clusters Score -2802390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2802387.000000 Penalty: 5160.063477
	Iteration 189Q: 3 clusters Score -2802387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2802386.500000 Penalty: 5160.063477
	Iteration 190Q: 3 clusters Score -2802386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2802388.750000 Penalty: 5160.063477
	Iteration 191Q: 3 clusters Score -2802389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2802393.000000 Penalty: 5160.063477
	Iteration 192Q: 3 clusters Score -2802393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2802393.000000 Penalty: 5160.063477
	Iteration 193F: 3 clusters Score -2802393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Entering Unmasked Estep 
Score: -1077709.500000 Penalty: 2353.411377
	Iteration 0F: 2 clusters Score -1077710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1068033.625000 Penalty: 4706.822754
	Iteration 0F: 3 clusters Score -1068034 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1071087.500000 Penalty: 4706.822754
	Iteration 1F: 3 clusters Score -1071088 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1071499.250000 Penalty: 4706.822754
	Iteration 2F: 3 clusters Score -1071499 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1071824.250000 Penalty: 4706.822754
	Iteration 3F: 3 clusters Score -1071824 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1072136.125000 Penalty: 4706.822754
	Iteration 4Q: 3 clusters Score -1072136 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1072469.250000 Penalty: 4706.822754
	Iteration 5Q: 3 clusters Score -1072469 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1072811.250000 Penalty: 4706.822754
	Iteration 6Q: 3 clusters Score -1072811 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1073136.125000 Penalty: 4706.822754
	Iteration 7Q: 3 clusters Score -1073136 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1073447.875000 Penalty: 4706.822754
	Iteration 8Q: 3 clusters Score -1073448 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1073784.000000 Penalty: 4706.822754
	Iteration 9Q: 3 clusters Score -1073784 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1074162.250000 Penalty: 4706.822754
	Iteration 10Q: 3 clusters Score -1074162 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1074517.375000 Penalty: 4706.822754
	Iteration 11Q: 3 clusters Score -1074517 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1074846.625000 Penalty: 4706.822754
	Iteration 12Q: 3 clusters Score -1074847 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1075153.250000 Penalty: 4706.822754
	Iteration 13Q: 3 clusters Score -1075153 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1075384.375000 Penalty: 4706.822754
	Iteration 14Q: 3 clusters Score -1075384 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1075599.250000 Penalty: 4706.822754
	Iteration 15Q: 3 clusters Score -1075599 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1075769.250000 Penalty: 4706.822754
	Iteration 16Q: 3 clusters Score -1075769 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1075901.125000 Penalty: 4706.822754
	Iteration 17Q: 3 clusters Score -1075901 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1076001.625000 Penalty: 4706.822754
	Iteration 18Q: 3 clusters Score -1076002 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1076078.625000 Penalty: 4706.822754
	Iteration 19Q: 3 clusters Score -1076079 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1076152.375000 Penalty: 4706.822754
	Iteration 20F: 3 clusters Score -1076152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1076212.750000 Penalty: 4706.822754
	Iteration 21Q: 3 clusters Score -1076213 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1076275.375000 Penalty: 4706.822754
	Iteration 22Q: 3 clusters Score -1076275 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1076340.250000 Penalty: 4706.822754
	Iteration 23Q: 3 clusters Score -1076340 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1076401.000000 Penalty: 4706.822754
	Iteration 24Q: 3 clusters Score -1076401 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1076446.500000 Penalty: 4706.822754
	Iteration 25Q: 3 clusters Score -1076446 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1076505.000000 Penalty: 4706.822754
	Iteration 26Q: 3 clusters Score -1076505 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1076544.750000 Penalty: 4706.822754
	Iteration 27Q: 3 clusters Score -1076545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1076574.375000 Penalty: 4706.822754
	Iteration 28Q: 3 clusters Score -1076574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1076608.375000 Penalty: 4706.822754
	Iteration 29Q: 3 clusters Score -1076608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1076625.875000 Penalty: 4706.822754
	Iteration 30Q: 3 clusters Score -1076626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1076641.000000 Penalty: 4706.822754
	Iteration 31Q: 3 clusters Score -1076641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1076652.125000 Penalty: 4706.822754
	Iteration 32Q: 3 clusters Score -1076652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1076660.250000 Penalty: 4706.822754
	Iteration 33Q: 3 clusters Score -1076660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1076670.625000 Penalty: 4706.822754
	Iteration 34Q: 3 clusters Score -1076671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1076679.875000 Penalty: 4706.822754
	Iteration 35Q: 3 clusters Score -1076680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1076683.875000 Penalty: 4706.822754
	Iteration 36Q: 3 clusters Score -1076684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1076688.375000 Penalty: 4706.822754
	Iteration 37Q: 3 clusters Score -1076688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1076690.750000 Penalty: 4706.822754
	Iteration 38Q: 3 clusters Score -1076691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1076690.875000 Penalty: 4706.822754
	Iteration 39Q: 3 clusters Score -1076691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1076691.375000 Penalty: 4706.822754
	Iteration 40F: 3 clusters Score -1076691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Entering Unmasked Estep 
Score: -2568780.750000 Penalty: 2557.033447
	Iteration 0F: 2 clusters Score -2568781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2548360.750000 Penalty: 5114.066895
	Iteration 0F: 3 clusters Score -2548361 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2556033.750000 Penalty: 5114.066895
	Iteration 1F: 3 clusters Score -2556034 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2557578.500000 Penalty: 5114.066895
	Iteration 2F: 3 clusters Score -2557578 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2560472.250000 Penalty: 5114.066895
	Iteration 3F: 3 clusters Score -2560472 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2564158.750000 Penalty: 5114.066895
	Iteration 4F: 3 clusters Score -2564159 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2568006.250000 Penalty: 5114.066895
	Iteration 5F: 3 clusters Score -2568006 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2574082.250000 Penalty: 5114.066895
	Iteration 6F: 3 clusters Score -2574082 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2582540.250000 Penalty: 5114.066895
	Iteration 7F: 3 clusters Score -2582540 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2585117.500000 Penalty: 5114.066895
	Iteration 8Q: 3 clusters Score -2585118 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2585242.500000 Penalty: 5114.066895
	Iteration 9Q: 3 clusters Score -2585242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2585251.750000 Penalty: 5114.066895
	Iteration 10Q: 3 clusters Score -2585252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2585257.250000 Penalty: 5114.066895
	Iteration 11Q: 3 clusters Score -2585257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2585260.000000 Penalty: 5114.066895
	Iteration 12Q: 3 clusters Score -2585260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2585261.000000 Penalty: 5114.066895
	Iteration 13Q: 3 clusters Score -2585261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2585261.000000 Penalty: 5114.066895
	Iteration 14F: 3 clusters Score -2585261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 126329 members 
Mstep: Class 4 contains 6967 members 
Mstep: Class 5 contains 27480 members 
Mstep: Class 6 contains 23208 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 15782 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 19592 members 
Mstep: Class 18 contains 33386 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 18513 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 6152 members 
Mstep: Class 24 contains 14295 members 
Mstep: Class 25 contains 11537 members 
Entering Unmasked Estep 
Score: -38131324.000000 Penalty: 80910.953125
Splitting cluster 21 changes total score from -38104396.000000 to -38131324.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 23 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -438484.750000 Penalty: 2163.684082
	Iteration 0F: 2 clusters Score -438484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -433305.218750 Penalty: 4327.368164
	Iteration 0F: 3 clusters Score -433305.2 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -435050.687500 Penalty: 4327.368164
	Iteration 1F: 3 clusters Score -435050.7 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -435856.187500 Penalty: 4327.368164
	Iteration 2F: 3 clusters Score -435856.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -436875.156250 Penalty: 4327.368164
	Iteration 3F: 3 clusters Score -436875.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -437869.812500 Penalty: 4327.368164
	Iteration 4F: 3 clusters Score -437869.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -438511.750000 Penalty: 4327.368164
	Iteration 5F: 3 clusters Score -438511.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -438825.937500 Penalty: 4327.368164
	Iteration 6Q: 3 clusters Score -438825.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -438968.718750 Penalty: 4327.368164
	Iteration 7Q: 3 clusters Score -438968.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -439032.500000 Penalty: 4327.368164
	Iteration 8Q: 3 clusters Score -439032.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -439077.375000 Penalty: 4327.368164
	Iteration 9Q: 3 clusters Score -439077.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -439100.781250 Penalty: 4327.368164
	Iteration 10Q: 3 clusters Score -439100.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -439115.562500 Penalty: 4327.368164
	Iteration 11Q: 3 clusters Score -439115.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -439122.875000 Penalty: 4327.368164
	Iteration 12Q: 3 clusters Score -439122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -439125.812500 Penalty: 4327.368164
	Iteration 13Q: 3 clusters Score -439125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -439127.218750 Penalty: 4327.368164
	Iteration 14Q: 3 clusters Score -439127.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -439130.312500 Penalty: 4327.368164
	Iteration 15Q: 3 clusters Score -439130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -439129.718750 Penalty: 4327.368164
	Iteration 16Q: 3 clusters Score -439129.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -439130.750000 Penalty: 4327.368164
	Iteration 17Q: 3 clusters Score -439130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -439131.843750 Penalty: 4327.368164
	Iteration 18Q: 3 clusters Score -439131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -439132.968750 Penalty: 4327.368164
	Iteration 19Q: 3 clusters Score -439133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -439134.718750 Penalty: 4327.368164
	Iteration 20F: 3 clusters Score -439134.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -439135.687500 Penalty: 4327.368164
	Iteration 21Q: 3 clusters Score -439135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -439136.718750 Penalty: 4327.368164
	Iteration 22Q: 3 clusters Score -439136.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -439137.312500 Penalty: 4327.368164
	Iteration 23Q: 3 clusters Score -439137.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -439137.218750 Penalty: 4327.368164
	Iteration 24Q: 3 clusters Score -439137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -439137.218750 Penalty: 4327.368164
	Iteration 25Q: 3 clusters Score -439137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -439137.125000 Penalty: 4327.368164
	Iteration 26Q: 3 clusters Score -439137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -439137.125000 Penalty: 4327.368164
	Iteration 27F: 3 clusters Score -439137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 126329 members 
Mstep: Class 4 contains 6967 members 
Mstep: Class 5 contains 27480 members 
Mstep: Class 6 contains 23208 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 15782 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 19592 members 
Mstep: Class 18 contains 33386 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 18513 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 4558 members 
Mstep: Class 24 contains 14295 members 
Mstep: Class 25 contains 11537 members 
Mstep: Class 26 contains 1594 members 
Entering Unmasked Estep 
Score: -38130900.000000 Penalty: 84147.390625
Splitting cluster 23 changes total score from -38104396.000000 to -38130900.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 126329 members 
Mstep: Class 4 contains 6967 members 
Mstep: Class 5 contains 27480 members 
Mstep: Class 6 contains 23208 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 15782 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 19592 members 
Mstep: Class 18 contains 33386 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 18513 members 
Mstep: Class 23 contains 4558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38136084.000000 Penalty: 84147.390625
Iteration 39Q: 27 clusters Score -3.813608e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 7608 members 
Mstep: Class 3 contains 126149 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 27506 members 
Mstep: Class 6 contains 23199 members 
Mstep: Class 7 contains 15931 members 
Mstep: Class 8 contains 6795 members 
Mstep: Class 9 contains 13843 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 15961 members 
Mstep: Class 13 contains 9649 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 19668 members 
Mstep: Class 18 contains 33083 members 
Mstep: Class 19 contains 33666 members 
Mstep: Class 20 contains 12832 members 
Mstep: Class 21 contains 18461 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 14027 members 
Mstep: Class 25 contains 11261 members 
Mstep: Class 26 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141384.000000 Penalty: 84147.390625
Iteration 40F: 27 clusters Score -3.814138e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 125902 members 
Mstep: Class 4 contains 6681 members 
Mstep: Class 5 contains 26051 members 
Mstep: Class 6 contains 23189 members 
Mstep: Class 7 contains 15517 members 
Mstep: Class 8 contains 7298 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 4540 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 9639 members 
Mstep: Class 14 contains 7495 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 4786 members 
Mstep: Class 17 contains 19371 members 
Mstep: Class 18 contains 32853 members 
Mstep: Class 19 contains 34291 members 
Mstep: Class 20 contains 12688 members 
Mstep: Class 21 contains 18476 members 
Mstep: Class 22 contains 12188 members 
Mstep: Class 23 contains 5398 members 
Mstep: Class 24 contains 15016 members 
Mstep: Class 25 contains 11415 members 
Mstep: Class 26 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38144188.000000 Penalty: 84147.390625
Iteration 41Q: 27 clusters Score -3.814419e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 7588 members 
Mstep: Class 3 contains 125681 members 
Mstep: Class 4 contains 6610 members 
Mstep: Class 5 contains 24599 members 
Mstep: Class 6 contains 23185 members 
Mstep: Class 7 contains 15222 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 13635 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 16066 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 14 contains 7538 members 
Mstep: Class 15 contains 1839 members 
Mstep: Class 16 contains 5020 members 
Mstep: Class 17 contains 19031 members 
Mstep: Class 18 contains 32669 members 
Mstep: Class 19 contains 34898 members 
Mstep: Class 20 contains 12645 members 
Mstep: Class 21 contains 18494 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 15878 members 
Mstep: Class 25 contains 11457 members 
Mstep: Class 26 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38146456.000000 Penalty: 84147.390625
Iteration 42Q: 27 clusters Score -3.814646e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 125486 members 
Mstep: Class 4 contains 6608 members 
Mstep: Class 5 contains 22959 members 
Mstep: Class 6 contains 23174 members 
Mstep: Class 7 contains 14988 members 
Mstep: Class 8 contains 8405 members 
Mstep: Class 9 contains 13581 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 16092 members 
Mstep: Class 13 contains 9621 members 
Mstep: Class 14 contains 7605 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 18728 members 
Mstep: Class 18 contains 32474 members 
Mstep: Class 19 contains 35493 members 
Mstep: Class 20 contains 12659 members 
Mstep: Class 21 contains 18506 members 
Mstep: Class 22 contains 12264 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 16810 members 
Mstep: Class 25 contains 11477 members 
Mstep: Class 26 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38148560.000000 Penalty: 84147.390625
Iteration 43Q: 27 clusters Score -3.814856e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 125292 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 21157 members 
Mstep: Class 6 contains 23175 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 8954 members 
Mstep: Class 9 contains 13563 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 16099 members 
Mstep: Class 13 contains 9620 members 
Mstep: Class 14 contains 7655 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 5346 members 
Mstep: Class 17 contains 18494 members 
Mstep: Class 18 contains 32264 members 
Mstep: Class 19 contains 36080 members 
Mstep: Class 20 contains 12644 members 
Mstep: Class 21 contains 18526 members 
Mstep: Class 22 contains 12289 members 
Mstep: Class 23 contains 6038 members 
Mstep: Class 24 contains 17905 members 
Mstep: Class 25 contains 11490 members 
Mstep: Class 26 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38151504.000000 Penalty: 84147.390625
Iteration 44Q: 27 clusters Score -3.81515e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 125113 members 
Mstep: Class 4 contains 6620 members 
Mstep: Class 5 contains 19282 members 
Mstep: Class 6 contains 23170 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 9355 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 16080 members 
Mstep: Class 13 contains 9624 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 18298 members 
Mstep: Class 18 contains 32092 members 
Mstep: Class 19 contains 36655 members 
Mstep: Class 20 contains 12649 members 
Mstep: Class 21 contains 18545 members 
Mstep: Class 22 contains 12303 members 
Mstep: Class 23 contains 6143 members 
Mstep: Class 24 contains 19179 members 
Mstep: Class 25 contains 11502 members 
Mstep: Class 26 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154832.000000 Penalty: 84147.390625
Iteration 45Q: 27 clusters Score -3.815483e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 7592 members 
Mstep: Class 3 contains 124950 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 17754 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 14584 members 
Mstep: Class 8 contains 9491 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 14 contains 7791 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 18142 members 
Mstep: Class 18 contains 32006 members 
Mstep: Class 19 contains 37214 members 
Mstep: Class 20 contains 12658 members 
Mstep: Class 21 contains 18555 members 
Mstep: Class 22 contains 12314 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 20337 members 
Mstep: Class 25 contains 11507 members 
Mstep: Class 26 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38157356.000000 Penalty: 84147.390625
Iteration 46Q: 27 clusters Score -3.815736e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 124809 members 
Mstep: Class 4 contains 6579 members 
Mstep: Class 5 contains 16817 members 
Mstep: Class 6 contains 23160 members 
Mstep: Class 7 contains 14479 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 13428 members 
Mstep: Class 10 contains 5318 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 16024 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 14 contains 7866 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 18018 members 
Mstep: Class 18 contains 31938 members 
Mstep: Class 19 contains 37693 members 
Mstep: Class 20 contains 12673 members 
Mstep: Class 21 contains 18560 members 
Mstep: Class 22 contains 12320 members 
Mstep: Class 23 contains 6208 members 
Mstep: Class 24 contains 21103 members 
Mstep: Class 25 contains 11506 members 
Mstep: Class 26 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38159048.000000 Penalty: 84147.390625
Iteration 47Q: 27 clusters Score -3.815905e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 124631 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 16221 members 
Mstep: Class 6 contains 23152 members 
Mstep: Class 7 contains 14420 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 9631 members 
Mstep: Class 14 contains 7948 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 17916 members 
Mstep: Class 18 contains 31805 members 
Mstep: Class 19 contains 38239 members 
Mstep: Class 20 contains 12695 members 
Mstep: Class 21 contains 18571 members 
Mstep: Class 22 contains 12322 members 
Mstep: Class 23 contains 6198 members 
Mstep: Class 24 contains 21521 members 
Mstep: Class 25 contains 11516 members 
Mstep: Class 26 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38159876.000000 Penalty: 84147.390625
Iteration 48Q: 27 clusters Score -3.815988e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 124459 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 15733 members 
Mstep: Class 6 contains 23143 members 
Mstep: Class 7 contains 14354 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 13319 members 
Mstep: Class 10 contains 5318 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 16076 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 14 contains 8024 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 5680 members 
Mstep: Class 17 contains 17849 members 
Mstep: Class 18 contains 31658 members 
Mstep: Class 19 contains 38877 members 
Mstep: Class 20 contains 12702 members 
Mstep: Class 21 contains 18577 members 
Mstep: Class 22 contains 12325 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 21735 members 
Mstep: Class 25 contains 11517 members 
Mstep: Class 26 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38160708.000000 Penalty: 84147.390625
Iteration 49Q: 27 clusters Score -3.816071e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 7587 members 
Mstep: Class 3 contains 124279 members 
Mstep: Class 4 contains 6527 members 
Mstep: Class 5 contains 15186 members 
Mstep: Class 6 contains 23135 members 
Mstep: Class 7 contains 14299 members 
Mstep: Class 8 contains 9385 members 
Mstep: Class 9 contains 13268 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16113 members 
Mstep: Class 13 contains 9646 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 17776 members 
Mstep: Class 18 contains 31488 members 
Mstep: Class 19 contains 39606 members 
Mstep: Class 20 contains 12715 members 
Mstep: Class 21 contains 18589 members 
Mstep: Class 22 contains 12324 members 
Mstep: Class 23 contains 6188 members 
Mstep: Class 24 contains 21885 members 
Mstep: Class 25 contains 11525 members 
Mstep: Class 26 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38161808.000000 Penalty: 84147.390625
Iteration 50Q: 27 clusters Score -3.816181e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 7585 members 
Mstep: Class 3 contains 124071 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 14507 members 
Mstep: Class 6 contains 23125 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 9363 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16134 members 
Mstep: Class 13 contains 9648 members 
Mstep: Class 14 contains 8128 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 17 contains 17718 members 
Mstep: Class 18 contains 31343 members 
Mstep: Class 19 contains 40550 members 
Mstep: Class 20 contains 12725 members 
Mstep: Class 21 contains 18615 members 
Mstep: Class 22 contains 12325 members 
Mstep: Class 23 contains 6188 members 
Mstep: Class 24 contains 22014 members 
Mstep: Class 25 contains 11525 members 
Mstep: Class 26 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38163564.000000 Penalty: 84147.390625
Iteration 51Q: 27 clusters Score -3.816356e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 7585 members 
Mstep: Class 3 contains 123907 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 13813 members 
Mstep: Class 6 contains 23124 members 
Mstep: Class 7 contains 14162 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16162 members 
Mstep: Class 13 contains 9650 members 
Mstep: Class 14 contains 8148 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 31258 members 
Mstep: Class 19 contains 41501 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 18621 members 
Mstep: Class 22 contains 12324 members 
Mstep: Class 23 contains 6189 members 
Mstep: Class 24 contains 22126 members 
Mstep: Class 25 contains 11525 members 
Mstep: Class 26 contains 2572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38165972.000000 Penalty: 84147.390625
Iteration 52Q: 27 clusters Score -3.816597e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 7584 members 
Mstep: Class 3 contains 123786 members 
Mstep: Class 4 contains 6336 members 
Mstep: Class 5 contains 13349 members 
Mstep: Class 6 contains 23117 members 
Mstep: Class 7 contains 14106 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13118 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16206 members 
Mstep: Class 13 contains 9654 members 
Mstep: Class 14 contains 8173 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 17651 members 
Mstep: Class 18 contains 31210 members 
Mstep: Class 19 contains 42140 members 
Mstep: Class 20 contains 12696 members 
Mstep: Class 21 contains 18622 members 
Mstep: Class 22 contains 12313 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 22208 members 
Mstep: Class 25 contains 11524 members 
Mstep: Class 26 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38167744.000000 Penalty: 84147.390625
Iteration 53Q: 27 clusters Score -3.816774e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 7577 members 
Mstep: Class 3 contains 123714 members 
Mstep: Class 4 contains 6248 members 
Mstep: Class 5 contains 13328 members 
Mstep: Class 6 contains 23115 members 
Mstep: Class 7 contains 14055 members 
Mstep: Class 8 contains 9349 members 
Mstep: Class 9 contains 13086 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16253 members 
Mstep: Class 13 contains 9657 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 17619 members 
Mstep: Class 18 contains 31173 members 
Mstep: Class 19 contains 42257 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 18623 members 
Mstep: Class 22 contains 12292 members 
Mstep: Class 23 contains 6235 members 
Mstep: Class 24 contains 22293 members 
Mstep: Class 25 contains 11516 members 
Mstep: Class 26 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168168.000000 Penalty: 84147.390625
Iteration 54Q: 27 clusters Score -3.816817e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 7575 members 
Mstep: Class 3 contains 123689 members 
Mstep: Class 4 contains 6210 members 
Mstep: Class 5 contains 13383 members 
Mstep: Class 6 contains 23113 members 
Mstep: Class 7 contains 13999 members 
Mstep: Class 8 contains 9344 members 
Mstep: Class 9 contains 13051 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 9660 members 
Mstep: Class 14 contains 8240 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 17584 members 
Mstep: Class 18 contains 31150 members 
Mstep: Class 19 contains 42202 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 18636 members 
Mstep: Class 22 contains 12280 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 22350 members 
Mstep: Class 25 contains 11510 members 
Mstep: Class 26 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168284.000000 Penalty: 84147.390625
Iteration 55Q: 27 clusters Score -3.816828e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 123670 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 13428 members 
Mstep: Class 6 contains 23114 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16324 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 14 contains 8312 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 17572 members 
Mstep: Class 18 contains 31107 members 
Mstep: Class 19 contains 42117 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 18645 members 
Mstep: Class 22 contains 12268 members 
Mstep: Class 23 contains 6287 members 
Mstep: Class 24 contains 22404 members 
Mstep: Class 25 contains 11504 members 
Mstep: Class 26 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168308.000000 Penalty: 84147.390625
Iteration 56Q: 27 clusters Score -3.816831e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 123653 members 
Mstep: Class 4 contains 6165 members 
Mstep: Class 5 contains 13456 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 13875 members 
Mstep: Class 8 contains 9335 members 
Mstep: Class 9 contains 12987 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16367 members 
Mstep: Class 13 contains 9661 members 
Mstep: Class 14 contains 8386 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 17560 members 
Mstep: Class 18 contains 31045 members 
Mstep: Class 19 contains 42047 members 
Mstep: Class 20 contains 12692 members 
Mstep: Class 21 contains 18649 members 
Mstep: Class 22 contains 12265 members 
Mstep: Class 23 contains 6323 members 
Mstep: Class 24 contains 22457 members 
Mstep: Class 25 contains 11502 members 
Mstep: Class 26 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168376.000000 Penalty: 84147.390625
Iteration 57Q: 27 clusters Score -3.816838e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 123653 members 
Mstep: Class 4 contains 6166 members 
Mstep: Class 5 contains 13481 members 
Mstep: Class 6 contains 23123 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 9333 members 
Mstep: Class 9 contains 12949 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16420 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 14 contains 8441 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 17551 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 41963 members 
Mstep: Class 20 contains 12685 members 
Mstep: Class 21 contains 18649 members 
Mstep: Class 22 contains 12264 members 
Mstep: Class 23 contains 6383 members 
Mstep: Class 24 contains 22513 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 2857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168448.000000 Penalty: 84147.390625
Iteration 58Q: 27 clusters Score -3.816845e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 123635 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 13504 members 
Mstep: Class 6 contains 23123 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 9331 members 
Mstep: Class 9 contains 12930 members 
Mstep: Class 10 contains 5314 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16469 members 
Mstep: Class 13 contains 9668 members 
Mstep: Class 14 contains 8501 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 17544 members 
Mstep: Class 18 contains 30940 members 
Mstep: Class 19 contains 41898 members 
Mstep: Class 20 contains 12673 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 22 contains 12263 members 
Mstep: Class 23 contains 6431 members 
Mstep: Class 24 contains 22553 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 2905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168536.000000 Penalty: 84147.390625
Iteration 59Q: 27 clusters Score -3.816854e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 123608 members 
Mstep: Class 4 contains 6173 members 
Mstep: Class 5 contains 13520 members 
Mstep: Class 6 contains 23125 members 
Mstep: Class 7 contains 13555 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 12892 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16508 members 
Mstep: Class 13 contains 9670 members 
Mstep: Class 14 contains 8550 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 16 contains 5845 members 
Mstep: Class 17 contains 17538 members 
Mstep: Class 18 contains 30896 members 
Mstep: Class 19 contains 41853 members 
Mstep: Class 20 contains 12663 members 
Mstep: Class 21 contains 18648 members 
Mstep: Class 22 contains 12265 members 
Mstep: Class 23 contains 6504 members 
Mstep: Class 24 contains 22599 members 
Mstep: Class 25 contains 11499 members 
Mstep: Class 26 contains 2948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38168748.000000 Penalty: 84147.390625
Iteration 60F: 27 clusters Score -3.816875e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 123606 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 13537 members 
Mstep: Class 6 contains 23123 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 12870 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 16542 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 8564 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 5849 members 
Mstep: Class 17 contains 17535 members 
Mstep: Class 18 contains 30865 members 
Mstep: Class 19 contains 41807 members 
Mstep: Class 20 contains 12655 members 
Mstep: Class 21 contains 18650 members 
Mstep: Class 22 contains 12265 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 22647 members 
Mstep: Class 25 contains 11499 members 
Mstep: Class 26 contains 2996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169000.000000 Penalty: 84147.390625
Iteration 61Q: 27 clusters Score -3.8169e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 123616 members 
Mstep: Class 4 contains 6191 members 
Mstep: Class 5 contains 13559 members 
Mstep: Class 6 contains 23124 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 8591 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 17526 members 
Mstep: Class 18 contains 30817 members 
Mstep: Class 19 contains 41753 members 
Mstep: Class 20 contains 12651 members 
Mstep: Class 21 contains 18647 members 
Mstep: Class 22 contains 12264 members 
Mstep: Class 23 contains 6690 members 
Mstep: Class 24 contains 22690 members 
Mstep: Class 25 contains 11496 members 
Mstep: Class 26 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169196.000000 Penalty: 84147.390625
Iteration 62Q: 27 clusters Score -3.81692e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 123614 members 
Mstep: Class 4 contains 6197 members 
Mstep: Class 5 contains 13572 members 
Mstep: Class 6 contains 23126 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 9329 members 
Mstep: Class 9 contains 12820 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16588 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8614 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 17518 members 
Mstep: Class 18 contains 30780 members 
Mstep: Class 19 contains 41711 members 
Mstep: Class 20 contains 12657 members 
Mstep: Class 21 contains 18650 members 
Mstep: Class 22 contains 12261 members 
Mstep: Class 23 contains 6810 members 
Mstep: Class 24 contains 22730 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169404.000000 Penalty: 84147.390625
Iteration 63Q: 27 clusters Score -3.81694e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 123616 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 23128 members 
Mstep: Class 7 contains 12905 members 
Mstep: Class 8 contains 9329 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 16620 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8626 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 5867 members 
Mstep: Class 17 contains 17504 members 
Mstep: Class 18 contains 30769 members 
Mstep: Class 19 contains 41669 members 
Mstep: Class 20 contains 12670 members 
Mstep: Class 21 contains 18654 members 
Mstep: Class 22 contains 12256 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 22751 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169532.000000 Penalty: 84147.390625
Iteration 64Q: 27 clusters Score -3.816953e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 7576 members 
Mstep: Class 3 contains 123620 members 
Mstep: Class 4 contains 6218 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 12693 members 
Mstep: Class 8 contains 9332 members 
Mstep: Class 9 contains 12770 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16652 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8636 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 5870 members 
Mstep: Class 17 contains 17485 members 
Mstep: Class 18 contains 30767 members 
Mstep: Class 19 contains 41624 members 
Mstep: Class 20 contains 12684 members 
Mstep: Class 21 contains 18657 members 
Mstep: Class 22 contains 12257 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 22777 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169820.000000 Penalty: 84147.390625
Iteration 65Q: 27 clusters Score -3.816982e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 7576 members 
Mstep: Class 3 contains 123618 members 
Mstep: Class 4 contains 6241 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 23141 members 
Mstep: Class 7 contains 12471 members 
Mstep: Class 8 contains 9331 members 
Mstep: Class 9 contains 12736 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 16679 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8655 members 
Mstep: Class 15 contains 2751 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 17471 members 
Mstep: Class 18 contains 30750 members 
Mstep: Class 19 contains 41588 members 
Mstep: Class 20 contains 12688 members 
Mstep: Class 21 contains 18654 members 
Mstep: Class 22 contains 12257 members 
Mstep: Class 23 contains 7264 members 
Mstep: Class 24 contains 22807 members 
Mstep: Class 25 contains 11496 members 
Mstep: Class 26 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169952.000000 Penalty: 84147.390625
Iteration 66Q: 27 clusters Score -3.816995e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 7576 members 
Mstep: Class 3 contains 123620 members 
Mstep: Class 4 contains 6246 members 
Mstep: Class 5 contains 13611 members 
Mstep: Class 6 contains 23137 members 
Mstep: Class 7 contains 12276 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 12682 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 16705 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8675 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 16 contains 5883 members 
Mstep: Class 17 contains 17463 members 
Mstep: Class 18 contains 30710 members 
Mstep: Class 19 contains 41556 members 
Mstep: Class 20 contains 12683 members 
Mstep: Class 21 contains 18654 members 
Mstep: Class 22 contains 12257 members 
Mstep: Class 23 contains 7483 members 
Mstep: Class 24 contains 22836 members 
Mstep: Class 25 contains 11496 members 
Mstep: Class 26 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38169992.000000 Penalty: 84147.390625
Iteration 67Q: 27 clusters Score -3.816999e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 7577 members 
Mstep: Class 3 contains 123636 members 
Mstep: Class 4 contains 6252 members 
Mstep: Class 5 contains 13621 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 12087 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 12629 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8684 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 17452 members 
Mstep: Class 18 contains 30691 members 
Mstep: Class 19 contains 41519 members 
Mstep: Class 20 contains 12694 members 
Mstep: Class 21 contains 18654 members 
Mstep: Class 22 contains 12257 members 
Mstep: Class 23 contains 7672 members 
Mstep: Class 24 contains 22856 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170184.000000 Penalty: 84147.390625
Iteration 68Q: 27 clusters Score -3.817018e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 123639 members 
Mstep: Class 4 contains 6248 members 
Mstep: Class 5 contains 13631 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 11938 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 8701 members 
Mstep: Class 15 contains 3034 members 
Mstep: Class 16 contains 5891 members 
Mstep: Class 17 contains 17441 members 
Mstep: Class 18 contains 30691 members 
Mstep: Class 19 contains 41470 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 18655 members 
Mstep: Class 22 contains 12255 members 
Mstep: Class 23 contains 7834 members 
Mstep: Class 24 contains 22875 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170244.000000 Penalty: 84147.390625
Iteration 69Q: 27 clusters Score -3.817024e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7579 members 
Mstep: Class 3 contains 123659 members 
Mstep: Class 4 contains 6250 members 
Mstep: Class 5 contains 13642 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 11814 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16759 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8714 members 
Mstep: Class 15 contains 3099 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 17432 members 
Mstep: Class 18 contains 30689 members 
Mstep: Class 19 contains 41421 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 18655 members 
Mstep: Class 22 contains 12253 members 
Mstep: Class 23 contains 7948 members 
Mstep: Class 24 contains 22890 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170288.000000 Penalty: 84147.390625
Iteration 70Q: 27 clusters Score -3.817029e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 7580 members 
Mstep: Class 3 contains 123681 members 
Mstep: Class 4 contains 6246 members 
Mstep: Class 5 contains 13654 members 
Mstep: Class 6 contains 23143 members 
Mstep: Class 7 contains 11687 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 12530 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8725 members 
Mstep: Class 15 contains 3160 members 
Mstep: Class 16 contains 5907 members 
Mstep: Class 17 contains 17426 members 
Mstep: Class 18 contains 30707 members 
Mstep: Class 19 contains 41367 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 18656 members 
Mstep: Class 22 contains 12255 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 22905 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170388.000000 Penalty: 84147.390625
Iteration 71Q: 27 clusters Score -3.817039e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 7580 members 
Mstep: Class 3 contains 123687 members 
Mstep: Class 4 contains 6253 members 
Mstep: Class 5 contains 13659 members 
Mstep: Class 6 contains 23145 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 12493 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16780 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8744 members 
Mstep: Class 15 contains 3202 members 
Mstep: Class 16 contains 5912 members 
Mstep: Class 17 contains 17422 members 
Mstep: Class 18 contains 30718 members 
Mstep: Class 19 contains 41332 members 
Mstep: Class 20 contains 12717 members 
Mstep: Class 21 contains 18657 members 
Mstep: Class 22 contains 12254 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 3329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170400.000000 Penalty: 84147.390625
Iteration 72Q: 27 clusters Score -3.81704e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 7579 members 
Mstep: Class 3 contains 123687 members 
Mstep: Class 4 contains 6252 members 
Mstep: Class 5 contains 13667 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 12459 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8764 members 
Mstep: Class 15 contains 3240 members 
Mstep: Class 16 contains 5918 members 
Mstep: Class 17 contains 17419 members 
Mstep: Class 18 contains 30718 members 
Mstep: Class 19 contains 41298 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 18661 members 
Mstep: Class 22 contains 12252 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 22923 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170484.000000 Penalty: 84147.390625
Iteration 73Q: 27 clusters Score -3.817048e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 7579 members 
Mstep: Class 3 contains 123683 members 
Mstep: Class 4 contains 6253 members 
Mstep: Class 5 contains 13673 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 11415 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 12427 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16797 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 8779 members 
Mstep: Class 15 contains 3279 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 17416 members 
Mstep: Class 18 contains 30714 members 
Mstep: Class 19 contains 41277 members 
Mstep: Class 20 contains 12723 members 
Mstep: Class 21 contains 18664 members 
Mstep: Class 22 contains 12252 members 
Mstep: Class 23 contains 8313 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170484.000000 Penalty: 84147.390625
Iteration 74Q: 27 clusters Score -3.817048e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 7579 members 
Mstep: Class 3 contains 123679 members 
Mstep: Class 4 contains 6257 members 
Mstep: Class 5 contains 13680 members 
Mstep: Class 6 contains 23147 members 
Mstep: Class 7 contains 11343 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 12400 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16805 members 
Mstep: Class 13 contains 9677 members 
Mstep: Class 14 contains 8802 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 5931 members 
Mstep: Class 17 contains 17414 members 
Mstep: Class 18 contains 30707 members 
Mstep: Class 19 contains 41250 members 
Mstep: Class 20 contains 12727 members 
Mstep: Class 21 contains 18664 members 
Mstep: Class 22 contains 12249 members 
Mstep: Class 23 contains 8386 members 
Mstep: Class 24 contains 22944 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170452.000000 Penalty: 84147.390625
Iteration 75Q: 27 clusters Score -3.817045e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 123680 members 
Mstep: Class 4 contains 6258 members 
Mstep: Class 5 contains 13688 members 
Mstep: Class 6 contains 23149 members 
Mstep: Class 7 contains 11281 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 12379 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16821 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 3325 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 17412 members 
Mstep: Class 18 contains 30690 members 
Mstep: Class 19 contains 41223 members 
Mstep: Class 20 contains 12731 members 
Mstep: Class 21 contains 18664 members 
Mstep: Class 22 contains 12248 members 
Mstep: Class 23 contains 8448 members 
Mstep: Class 24 contains 22958 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170556.000000 Penalty: 84147.390625
Iteration 76Q: 27 clusters Score -3.817056e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 123683 members 
Mstep: Class 4 contains 6251 members 
Mstep: Class 5 contains 13695 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 11236 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 12351 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8827 members 
Mstep: Class 15 contains 3346 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 17410 members 
Mstep: Class 18 contains 30678 members 
Mstep: Class 19 contains 41212 members 
Mstep: Class 20 contains 12736 members 
Mstep: Class 21 contains 18665 members 
Mstep: Class 22 contains 12247 members 
Mstep: Class 23 contains 8496 members 
Mstep: Class 24 contains 22966 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170612.000000 Penalty: 84147.390625
Iteration 77Q: 27 clusters Score -3.817061e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 123683 members 
Mstep: Class 4 contains 6247 members 
Mstep: Class 5 contains 13699 members 
Mstep: Class 6 contains 23147 members 
Mstep: Class 7 contains 11207 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 12333 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16852 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8839 members 
Mstep: Class 15 contains 3369 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 17409 members 
Mstep: Class 18 contains 30664 members 
Mstep: Class 19 contains 41195 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 18666 members 
Mstep: Class 22 contains 12247 members 
Mstep: Class 23 contains 8524 members 
Mstep: Class 24 contains 22973 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38170664.000000 Penalty: 84147.390625
Iteration 78Q: 27 clusters Score -3.817066e+07 nChanged 170
Entering ConstructFrom: 
Score: -38170664.000000 Penalty: 84147.390625
Entering ConstructFrom: 
Trying to split cluster 1 (24060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Entering Unmasked Estep 
Score: -2075946.000000 Penalty: 2501.899902
	Iteration 0F: 2 clusters Score -2075946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2059221.375000 Penalty: 5003.799805
	Iteration 0F: 3 clusters Score -2059221 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2065025.125000 Penalty: 5003.799805
	Iteration 1F: 3 clusters Score -2065025 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2065570.500000 Penalty: 5003.799805
	Iteration 2F: 3 clusters Score -2065570 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2066033.750000 Penalty: 5003.799805
	Iteration 3Q: 3 clusters Score -2066034 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2066538.625000 Penalty: 5003.799805
	Iteration 4Q: 3 clusters Score -2066539 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2067036.250000 Penalty: 5003.799805
	Iteration 5Q: 3 clusters Score -2067036 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2067549.125000 Penalty: 5003.799805
	Iteration 6Q: 3 clusters Score -2067549 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2068111.000000 Penalty: 5003.799805
	Iteration 7Q: 3 clusters Score -2068111 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2068696.875000 Penalty: 5003.799805
	Iteration 8Q: 3 clusters Score -2068697 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2069292.875000 Penalty: 5003.799805
	Iteration 9Q: 3 clusters Score -2069293 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2069842.250000 Penalty: 5003.799805
	Iteration 10Q: 3 clusters Score -2069842 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2070319.000000 Penalty: 5003.799805
	Iteration 11Q: 3 clusters Score -2070319 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2070738.250000 Penalty: 5003.799805
	Iteration 12Q: 3 clusters Score -2070738 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2071076.875000 Penalty: 5003.799805
	Iteration 13Q: 3 clusters Score -2071077 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2071379.625000 Penalty: 5003.799805
	Iteration 14Q: 3 clusters Score -2071380 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2071583.875000 Penalty: 5003.799805
	Iteration 15Q: 3 clusters Score -2071584 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2071734.375000 Penalty: 5003.799805
	Iteration 16Q: 3 clusters Score -2071734 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2071826.750000 Penalty: 5003.799805
	Iteration 17Q: 3 clusters Score -2071827 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2071880.875000 Penalty: 5003.799805
	Iteration 18Q: 3 clusters Score -2071881 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2071936.625000 Penalty: 5003.799805
	Iteration 19Q: 3 clusters Score -2071937 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2071970.250000 Penalty: 5003.799805
	Iteration 20F: 3 clusters Score -2071970 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2071993.000000 Penalty: 5003.799805
	Iteration 21Q: 3 clusters Score -2071993 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2072039.000000 Penalty: 5003.799805
	Iteration 22Q: 3 clusters Score -2072039 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2072070.250000 Penalty: 5003.799805
	Iteration 23Q: 3 clusters Score -2072070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2072108.000000 Penalty: 5003.799805
	Iteration 24Q: 3 clusters Score -2072108 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2072139.125000 Penalty: 5003.799805
	Iteration 25Q: 3 clusters Score -2072139 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2072188.875000 Penalty: 5003.799805
	Iteration 26Q: 3 clusters Score -2072189 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2072234.875000 Penalty: 5003.799805
	Iteration 27Q: 3 clusters Score -2072235 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2072261.125000 Penalty: 5003.799805
	Iteration 28Q: 3 clusters Score -2072261 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2072286.750000 Penalty: 5003.799805
	Iteration 29Q: 3 clusters Score -2072287 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2072306.875000 Penalty: 5003.799805
	Iteration 30Q: 3 clusters Score -2072307 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2072335.250000 Penalty: 5003.799805
	Iteration 31Q: 3 clusters Score -2072335 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2072360.125000 Penalty: 5003.799805
	Iteration 32Q: 3 clusters Score -2072360 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2072391.125000 Penalty: 5003.799805
	Iteration 33Q: 3 clusters Score -2072391 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2072406.000000 Penalty: 5003.799805
	Iteration 34Q: 3 clusters Score -2072406 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2072435.375000 Penalty: 5003.799805
	Iteration 35Q: 3 clusters Score -2072435 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2072479.375000 Penalty: 5003.799805
	Iteration 36Q: 3 clusters Score -2072479 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2072508.875000 Penalty: 5003.799805
	Iteration 37Q: 3 clusters Score -2072509 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2072548.125000 Penalty: 5003.799805
	Iteration 38Q: 3 clusters Score -2072548 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2072569.875000 Penalty: 5003.799805
	Iteration 39Q: 3 clusters Score -2072570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2072601.375000 Penalty: 5003.799805
	Iteration 40F: 3 clusters Score -2072601 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2072632.500000 Penalty: 5003.799805
	Iteration 41Q: 3 clusters Score -2072632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2072673.750000 Penalty: 5003.799805
	Iteration 42Q: 3 clusters Score -2072674 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2072723.000000 Penalty: 5003.799805
	Iteration 43Q: 3 clusters Score -2072723 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2072767.375000 Penalty: 5003.799805
	Iteration 44Q: 3 clusters Score -2072767 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2072810.750000 Penalty: 5003.799805
	Iteration 45Q: 3 clusters Score -2072811 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2072866.250000 Penalty: 5003.799805
	Iteration 46Q: 3 clusters Score -2072866 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2072917.625000 Penalty: 5003.799805
	Iteration 47Q: 3 clusters Score -2072918 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2072993.875000 Penalty: 5003.799805
	Iteration 48Q: 3 clusters Score -2072994 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2073057.500000 Penalty: 5003.799805
	Iteration 49Q: 3 clusters Score -2073058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2073128.875000 Penalty: 5003.799805
	Iteration 50Q: 3 clusters Score -2073129 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2073205.250000 Penalty: 5003.799805
	Iteration 51Q: 3 clusters Score -2073205 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2073286.500000 Penalty: 5003.799805
	Iteration 52Q: 3 clusters Score -2073286 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2073354.375000 Penalty: 5003.799805
	Iteration 53Q: 3 clusters Score -2073354 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2073416.125000 Penalty: 5003.799805
	Iteration 54Q: 3 clusters Score -2073416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2073473.125000 Penalty: 5003.799805
	Iteration 55Q: 3 clusters Score -2073473 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2073524.875000 Penalty: 5003.799805
	Iteration 56Q: 3 clusters Score -2073525 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2073572.625000 Penalty: 5003.799805
	Iteration 57Q: 3 clusters Score -2073573 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2073622.625000 Penalty: 5003.799805
	Iteration 58Q: 3 clusters Score -2073623 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2073663.625000 Penalty: 5003.799805
	Iteration 59Q: 3 clusters Score -2073664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2073706.625000 Penalty: 5003.799805
	Iteration 60F: 3 clusters Score -2073707 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2073751.125000 Penalty: 5003.799805
	Iteration 61Q: 3 clusters Score -2073751 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2073788.875000 Penalty: 5003.799805
	Iteration 62Q: 3 clusters Score -2073789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2073818.625000 Penalty: 5003.799805
	Iteration 63Q: 3 clusters Score -2073819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2073842.750000 Penalty: 5003.799805
	Iteration 64Q: 3 clusters Score -2073843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2073857.375000 Penalty: 5003.799805
	Iteration 65Q: 3 clusters Score -2073857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2073871.875000 Penalty: 5003.799805
	Iteration 66Q: 3 clusters Score -2073872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2073887.625000 Penalty: 5003.799805
	Iteration 67Q: 3 clusters Score -2073888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2073910.125000 Penalty: 5003.799805
	Iteration 68Q: 3 clusters Score -2073910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2073921.375000 Penalty: 5003.799805
	Iteration 69Q: 3 clusters Score -2073921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2073930.000000 Penalty: 5003.799805
	Iteration 70Q: 3 clusters Score -2073930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2073935.750000 Penalty: 5003.799805
	Iteration 71Q: 3 clusters Score -2073936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2073942.875000 Penalty: 5003.799805
	Iteration 72Q: 3 clusters Score -2073943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -2073950.875000 Penalty: 5003.799805
	Iteration 73Q: 3 clusters Score -2073951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2073955.500000 Penalty: 5003.799805
	Iteration 74Q: 3 clusters Score -2073956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2073966.125000 Penalty: 5003.799805
	Iteration 75Q: 3 clusters Score -2073966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2073973.000000 Penalty: 5003.799805
	Iteration 76Q: 3 clusters Score -2073973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2073978.875000 Penalty: 5003.799805
	Iteration 77Q: 3 clusters Score -2073979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2073989.250000 Penalty: 5003.799805
	Iteration 78Q: 3 clusters Score -2073989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2073992.125000 Penalty: 5003.799805
	Iteration 79Q: 3 clusters Score -2073992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2074001.000000 Penalty: 5003.799805
	Iteration 80F: 3 clusters Score -2074001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2074002.625000 Penalty: 5003.799805
	Iteration 81Q: 3 clusters Score -2074003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2074008.000000 Penalty: 5003.799805
	Iteration 82Q: 3 clusters Score -2074008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2074014.875000 Penalty: 5003.799805
	Iteration 83Q: 3 clusters Score -2074015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2074019.500000 Penalty: 5003.799805
	Iteration 84Q: 3 clusters Score -2074020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2074021.000000 Penalty: 5003.799805
	Iteration 85Q: 3 clusters Score -2074021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2074027.750000 Penalty: 5003.799805
	Iteration 86Q: 3 clusters Score -2074028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2074032.125000 Penalty: 5003.799805
	Iteration 87Q: 3 clusters Score -2074032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2074037.875000 Penalty: 5003.799805
	Iteration 88Q: 3 clusters Score -2074038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2074050.000000 Penalty: 5003.799805
	Iteration 89Q: 3 clusters Score -2074050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2074055.125000 Penalty: 5003.799805
	Iteration 90Q: 3 clusters Score -2074055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2074062.500000 Penalty: 5003.799805
	Iteration 91Q: 3 clusters Score -2074062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2074077.875000 Penalty: 5003.799805
	Iteration 92Q: 3 clusters Score -2074078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2074083.375000 Penalty: 5003.799805
	Iteration 93Q: 3 clusters Score -2074083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2074093.625000 Penalty: 5003.799805
	Iteration 94Q: 3 clusters Score -2074094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2074097.625000 Penalty: 5003.799805
	Iteration 95Q: 3 clusters Score -2074098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2074105.375000 Penalty: 5003.799805
	Iteration 96Q: 3 clusters Score -2074105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -2074106.750000 Penalty: 5003.799805
	Iteration 97Q: 3 clusters Score -2074107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2074111.875000 Penalty: 5003.799805
	Iteration 98Q: 3 clusters Score -2074112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2074112.875000 Penalty: 5003.799805
	Iteration 99Q: 3 clusters Score -2074113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2074118.125000 Penalty: 5003.799805
	Iteration 100F: 3 clusters Score -2074118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2074119.750000 Penalty: 5003.799805
	Iteration 101Q: 3 clusters Score -2074120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2074120.500000 Penalty: 5003.799805
	Iteration 102Q: 3 clusters Score -2074120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2074120.625000 Penalty: 5003.799805
	Iteration 103Q: 3 clusters Score -2074121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2074124.500000 Penalty: 5003.799805
	Iteration 104Q: 3 clusters Score -2074124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2074126.375000 Penalty: 5003.799805
	Iteration 105Q: 3 clusters Score -2074126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -2074132.375000 Penalty: 5003.799805
	Iteration 106Q: 3 clusters Score -2074132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2074132.500000 Penalty: 5003.799805
	Iteration 107Q: 3 clusters Score -2074132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2074133.875000 Penalty: 5003.799805
	Iteration 108Q: 3 clusters Score -2074134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2074135.000000 Penalty: 5003.799805
	Iteration 109Q: 3 clusters Score -2074135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2074135.375000 Penalty: 5003.799805
	Iteration 110Q: 3 clusters Score -2074135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2074139.625000 Penalty: 5003.799805
	Iteration 111Q: 3 clusters Score -2074140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2074140.000000 Penalty: 5003.799805
	Iteration 112Q: 3 clusters Score -2074140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2074139.500000 Penalty: 5003.799805
	Iteration 113Q: 3 clusters Score -2074140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2074139.500000 Penalty: 5003.799805
	Iteration 114F: 3 clusters Score -2074140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Entering Unmasked Estep 
Score: -667800.312500 Penalty: 2215.385010
	Iteration 0F: 2 clusters Score -667800.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -661677.562500 Penalty: 4430.770020
	Iteration 0F: 3 clusters Score -661677.6 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -663291.312500 Penalty: 4430.770020
	Iteration 1F: 3 clusters Score -663291.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -663509.250000 Penalty: 4430.770020
	Iteration 2F: 3 clusters Score -663509.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -663668.125000 Penalty: 4430.770020
	Iteration 3Q: 3 clusters Score -663668.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -663803.562500 Penalty: 4430.770020
	Iteration 4Q: 3 clusters Score -663803.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -663923.125000 Penalty: 4430.770020
	Iteration 5Q: 3 clusters Score -663923.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -664022.875000 Penalty: 4430.770020
	Iteration 6Q: 3 clusters Score -664022.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -664124.625000 Penalty: 4430.770020
	Iteration 7Q: 3 clusters Score -664124.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -664224.187500 Penalty: 4430.770020
	Iteration 8Q: 3 clusters Score -664224.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -664330.312500 Penalty: 4430.770020
	Iteration 9Q: 3 clusters Score -664330.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -664444.687500 Penalty: 4430.770020
	Iteration 10Q: 3 clusters Score -664444.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -664566.375000 Penalty: 4430.770020
	Iteration 11Q: 3 clusters Score -664566.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -664694.812500 Penalty: 4430.770020
	Iteration 12Q: 3 clusters Score -664694.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -664840.500000 Penalty: 4430.770020
	Iteration 13Q: 3 clusters Score -664840.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -664991.312500 Penalty: 4430.770020
	Iteration 14Q: 3 clusters Score -664991.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -665149.000000 Penalty: 4430.770020
	Iteration 15Q: 3 clusters Score -665149 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -665286.312500 Penalty: 4430.770020
	Iteration 16Q: 3 clusters Score -665286.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -665406.000000 Penalty: 4430.770020
	Iteration 17Q: 3 clusters Score -665406 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -665521.312500 Penalty: 4430.770020
	Iteration 18Q: 3 clusters Score -665521.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -665599.187500 Penalty: 4430.770020
	Iteration 19Q: 3 clusters Score -665599.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -665654.312500 Penalty: 4430.770020
	Iteration 20F: 3 clusters Score -665654.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -665694.562500 Penalty: 4430.770020
	Iteration 21Q: 3 clusters Score -665694.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -665721.375000 Penalty: 4430.770020
	Iteration 22Q: 3 clusters Score -665721.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -665741.312500 Penalty: 4430.770020
	Iteration 23Q: 3 clusters Score -665741.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -665756.312500 Penalty: 4430.770020
	Iteration 24Q: 3 clusters Score -665756.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -665770.687500 Penalty: 4430.770020
	Iteration 25Q: 3 clusters Score -665770.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -665787.312500 Penalty: 4430.770020
	Iteration 26Q: 3 clusters Score -665787.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -665798.125000 Penalty: 4430.770020
	Iteration 27Q: 3 clusters Score -665798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -665804.250000 Penalty: 4430.770020
	Iteration 28Q: 3 clusters Score -665804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -665807.437500 Penalty: 4430.770020
	Iteration 29Q: 3 clusters Score -665807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -665811.937500 Penalty: 4430.770020
	Iteration 30Q: 3 clusters Score -665811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -665814.250000 Penalty: 4430.770020
	Iteration 31Q: 3 clusters Score -665814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -665820.000000 Penalty: 4430.770020
	Iteration 32Q: 3 clusters Score -665820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -665823.000000 Penalty: 4430.770020
	Iteration 33Q: 3 clusters Score -665823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -665829.312500 Penalty: 4430.770020
	Iteration 34Q: 3 clusters Score -665829.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -665832.375000 Penalty: 4430.770020
	Iteration 35Q: 3 clusters Score -665832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -665833.500000 Penalty: 4430.770020
	Iteration 36Q: 3 clusters Score -665833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -665836.750000 Penalty: 4430.770020
	Iteration 37Q: 3 clusters Score -665836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -665837.812500 Penalty: 4430.770020
	Iteration 38Q: 3 clusters Score -665837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -665841.062500 Penalty: 4430.770020
	Iteration 39Q: 3 clusters Score -665841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -665842.250000 Penalty: 4430.770020
	Iteration 40F: 3 clusters Score -665842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -665841.812500 Penalty: 4430.770020
	Iteration 41Q: 3 clusters Score -665841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -665843.062500 Penalty: 4430.770020
	Iteration 42Q: 3 clusters Score -665843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -665846.250000 Penalty: 4430.770020
	Iteration 43Q: 3 clusters Score -665846.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -665846.250000 Penalty: 4430.770020
	Iteration 44F: 3 clusters Score -665846.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (123675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123675 members 
Entering Unmasked Estep 
Score: -10621486.000000 Penalty: 2907.902344
	Iteration 0F: 2 clusters Score -1.062149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -10538934.000000 Penalty: 5815.804688
	Iteration 0F: 3 clusters Score -1.053893e+07 nChanged 58942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -10573121.000000 Penalty: 5815.804688
	Iteration 1F: 3 clusters Score -1.057312e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -10574477.000000 Penalty: 5815.804688
	Iteration 2Q: 3 clusters Score -1.057448e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -10576093.000000 Penalty: 5815.804688
	Iteration 3Q: 3 clusters Score -1.057609e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -10578237.000000 Penalty: 5815.804688
	Iteration 4Q: 3 clusters Score -1.057824e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -10580908.000000 Penalty: 5815.804688
	Iteration 5Q: 3 clusters Score -1.058091e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -10584092.000000 Penalty: 5815.804688
	Iteration 6F: 3 clusters Score -1.058409e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -10587715.000000 Penalty: 5815.804688
	Iteration 7F: 3 clusters Score -1.058772e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76830 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -10591499.000000 Penalty: 5815.804688
	Iteration 8F: 3 clusters Score -1.05915e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -10595288.000000 Penalty: 5815.804688
	Iteration 9F: 3 clusters Score -1.059529e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -10598970.000000 Penalty: 5815.804688
	Iteration 10Q: 3 clusters Score -1.059897e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -10602352.000000 Penalty: 5815.804688
	Iteration 11Q: 3 clusters Score -1.060235e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -10605465.000000 Penalty: 5815.804688
	Iteration 12Q: 3 clusters Score -1.060546e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -10608337.000000 Penalty: 5815.804688
	Iteration 13Q: 3 clusters Score -1.060834e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100134 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -10610699.000000 Penalty: 5815.804688
	Iteration 14Q: 3 clusters Score -1.06107e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -10612447.000000 Penalty: 5815.804688
	Iteration 15Q: 3 clusters Score -1.061245e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -10613691.000000 Penalty: 5815.804688
	Iteration 16Q: 3 clusters Score -1.061369e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -10614543.000000 Penalty: 5815.804688
	Iteration 17Q: 3 clusters Score -1.061454e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -10615103.000000 Penalty: 5815.804688
	Iteration 18Q: 3 clusters Score -1.06151e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105442 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -10615559.000000 Penalty: 5815.804688
	Iteration 19Q: 3 clusters Score -1.061556e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105904 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -10615938.000000 Penalty: 5815.804688
	Iteration 20F: 3 clusters Score -1.061594e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -10616121.000000 Penalty: 5815.804688
	Iteration 21Q: 3 clusters Score -1.061612e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106624 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -10616289.000000 Penalty: 5815.804688
	Iteration 22Q: 3 clusters Score -1.061629e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -10616469.000000 Penalty: 5815.804688
	Iteration 23Q: 3 clusters Score -1.061647e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107225 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -10616602.000000 Penalty: 5815.804688
	Iteration 24Q: 3 clusters Score -1.06166e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -10616672.000000 Penalty: 5815.804688
	Iteration 25Q: 3 clusters Score -1.061667e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -10616708.000000 Penalty: 5815.804688
	Iteration 26Q: 3 clusters Score -1.061671e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -10616767.000000 Penalty: 5815.804688
	Iteration 27Q: 3 clusters Score -1.061677e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108205 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -10616837.000000 Penalty: 5815.804688
	Iteration 28Q: 3 clusters Score -1.061684e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108453 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -10616877.000000 Penalty: 5815.804688
	Iteration 29Q: 3 clusters Score -1.061688e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -10616920.000000 Penalty: 5815.804688
	Iteration 30Q: 3 clusters Score -1.061692e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108904 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -10616909.000000 Penalty: 5815.804688
	Iteration 31Q: 3 clusters Score -1.061691e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -10616936.000000 Penalty: 5815.804688
	Iteration 32Q: 3 clusters Score -1.061694e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109342 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -10616938.000000 Penalty: 5815.804688
	Iteration 33Q: 3 clusters Score -1.061694e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109561 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -10616986.000000 Penalty: 5815.804688
	Iteration 34Q: 3 clusters Score -1.061699e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -10617001.000000 Penalty: 5815.804688
	Iteration 35Q: 3 clusters Score -1.0617e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109995 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -10617020.000000 Penalty: 5815.804688
	Iteration 36Q: 3 clusters Score -1.061702e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -10617052.000000 Penalty: 5815.804688
	Iteration 37Q: 3 clusters Score -1.061705e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -10617088.000000 Penalty: 5815.804688
	Iteration 38Q: 3 clusters Score -1.061709e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -10617160.000000 Penalty: 5815.804688
	Iteration 39Q: 3 clusters Score -1.061716e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -10617191.000000 Penalty: 5815.804688
	Iteration 40F: 3 clusters Score -1.061719e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -10617224.000000 Penalty: 5815.804688
	Iteration 41Q: 3 clusters Score -1.061722e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -10617271.000000 Penalty: 5815.804688
	Iteration 42Q: 3 clusters Score -1.061727e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111677 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -10617284.000000 Penalty: 5815.804688
	Iteration 43Q: 3 clusters Score -1.061728e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -10617327.000000 Penalty: 5815.804688
	Iteration 44Q: 3 clusters Score -1.061733e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112217 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -10617377.000000 Penalty: 5815.804688
	Iteration 45Q: 3 clusters Score -1.061738e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -10617449.000000 Penalty: 5815.804688
	Iteration 46Q: 3 clusters Score -1.061745e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -10617470.000000 Penalty: 5815.804688
	Iteration 47Q: 3 clusters Score -1.061747e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113033 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -10617527.000000 Penalty: 5815.804688
	Iteration 48Q: 3 clusters Score -1.061753e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -10617584.000000 Penalty: 5815.804688
	Iteration 49Q: 3 clusters Score -1.061758e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113555 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -10617617.000000 Penalty: 5815.804688
	Iteration 50Q: 3 clusters Score -1.061762e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113802 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -10617694.000000 Penalty: 5815.804688
	Iteration 51Q: 3 clusters Score -1.061769e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -10617730.000000 Penalty: 5815.804688
	Iteration 52Q: 3 clusters Score -1.061773e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114323 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -10617767.000000 Penalty: 5815.804688
	Iteration 53Q: 3 clusters Score -1.061777e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114563 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -10617826.000000 Penalty: 5815.804688
	Iteration 54Q: 3 clusters Score -1.061783e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114821 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -10617812.000000 Penalty: 5815.804688
	Iteration 55Q: 3 clusters Score -1.061781e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115080 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -10617872.000000 Penalty: 5815.804688
	Iteration 56Q: 3 clusters Score -1.061787e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115376 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -10617942.000000 Penalty: 5815.804688
	Iteration 57Q: 3 clusters Score -1.061794e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115672 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -10617970.000000 Penalty: 5815.804688
	Iteration 58Q: 3 clusters Score -1.061797e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115957 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -10618056.000000 Penalty: 5815.804688
	Iteration 59Q: 3 clusters Score -1.061806e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116255 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -10618111.000000 Penalty: 5815.804688
	Iteration 60F: 3 clusters Score -1.061811e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116574 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -10618190.000000 Penalty: 5815.804688
	Iteration 61Q: 3 clusters Score -1.061819e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116882 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -10618219.000000 Penalty: 5815.804688
	Iteration 62Q: 3 clusters Score -1.061822e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -10618312.000000 Penalty: 5815.804688
	Iteration 63Q: 3 clusters Score -1.061831e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117479 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -10618365.000000 Penalty: 5815.804688
	Iteration 64Q: 3 clusters Score -1.061836e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117780 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -10618456.000000 Penalty: 5815.804688
	Iteration 65Q: 3 clusters Score -1.061846e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -10618545.000000 Penalty: 5815.804688
	Iteration 66Q: 3 clusters Score -1.061854e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118315 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -10618599.000000 Penalty: 5815.804688
	Iteration 67Q: 3 clusters Score -1.06186e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118554 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -10618692.000000 Penalty: 5815.804688
	Iteration 68Q: 3 clusters Score -1.061869e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118796 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -10618761.000000 Penalty: 5815.804688
	Iteration 69Q: 3 clusters Score -1.061876e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -10618787.000000 Penalty: 5815.804688
	Iteration 70Q: 3 clusters Score -1.061879e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -10618829.000000 Penalty: 5815.804688
	Iteration 71Q: 3 clusters Score -1.061883e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -10618876.000000 Penalty: 5815.804688
	Iteration 72Q: 3 clusters Score -1.061888e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119568 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -10618932.000000 Penalty: 5815.804688
	Iteration 73Q: 3 clusters Score -1.061893e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119723 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -10618943.000000 Penalty: 5815.804688
	Iteration 74Q: 3 clusters Score -1.061894e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119869 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -10618973.000000 Penalty: 5815.804688
	Iteration 75Q: 3 clusters Score -1.061897e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120011 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -10619019.000000 Penalty: 5815.804688
	Iteration 76Q: 3 clusters Score -1.061902e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -10619036.000000 Penalty: 5815.804688
	Iteration 77Q: 3 clusters Score -1.061904e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120248 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -10619055.000000 Penalty: 5815.804688
	Iteration 78Q: 3 clusters Score -1.061906e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120347 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -10619094.000000 Penalty: 5815.804688
	Iteration 79Q: 3 clusters Score -1.061909e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120434 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -10619124.000000 Penalty: 5815.804688
	Iteration 80F: 3 clusters Score -1.061912e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120514 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -10619138.000000 Penalty: 5815.804688
	Iteration 81Q: 3 clusters Score -1.061914e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -10619149.000000 Penalty: 5815.804688
	Iteration 82Q: 3 clusters Score -1.061915e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -10619160.000000 Penalty: 5815.804688
	Iteration 83Q: 3 clusters Score -1.061916e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -10619158.000000 Penalty: 5815.804688
	Iteration 84Q: 3 clusters Score -1.061916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120714 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -10619160.000000 Penalty: 5815.804688
	Iteration 85Q: 3 clusters Score -1.061916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120751 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10619172.000000 Penalty: 5815.804688
	Iteration 86Q: 3 clusters Score -1.061917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -10619166.000000 Penalty: 5815.804688
	Iteration 87Q: 3 clusters Score -1.061917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -10619158.000000 Penalty: 5815.804688
	Iteration 88Q: 3 clusters Score -1.061916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -10619185.000000 Penalty: 5815.804688
	Iteration 89Q: 3 clusters Score -1.061918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120872 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -10619182.000000 Penalty: 5815.804688
	Iteration 90Q: 3 clusters Score -1.061918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -10619191.000000 Penalty: 5815.804688
	Iteration 91Q: 3 clusters Score -1.061919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120934 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -10619191.000000 Penalty: 5815.804688
	Iteration 92Q: 3 clusters Score -1.061919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120959 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -10619216.000000 Penalty: 5815.804688
	Iteration 93Q: 3 clusters Score -1.061922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120999 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -10619237.000000 Penalty: 5815.804688
	Iteration 94Q: 3 clusters Score -1.061924e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121036 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -10619275.000000 Penalty: 5815.804688
	Iteration 95Q: 3 clusters Score -1.061928e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121076 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10619264.000000 Penalty: 5815.804688
	Iteration 96Q: 3 clusters Score -1.061926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -10619262.000000 Penalty: 5815.804688
	Iteration 97Q: 3 clusters Score -1.061926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121136 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -10619273.000000 Penalty: 5815.804688
	Iteration 98Q: 3 clusters Score -1.061927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121160 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10619259.000000 Penalty: 5815.804688
	Iteration 99Q: 3 clusters Score -1.061926e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121181 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10619272.000000 Penalty: 5815.804688
	Iteration 100F: 3 clusters Score -1.061927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -10619257.000000 Penalty: 5815.804688
	Iteration 101Q: 3 clusters Score -1.061926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121243 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -10619261.000000 Penalty: 5815.804688
	Iteration 102Q: 3 clusters Score -1.061926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121266 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -10619267.000000 Penalty: 5815.804688
	Iteration 103Q: 3 clusters Score -1.061927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -10619247.000000 Penalty: 5815.804688
	Iteration 104Q: 3 clusters Score -1.061925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121295 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10619253.000000 Penalty: 5815.804688
	Iteration 105Q: 3 clusters Score -1.061925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121308 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -10619248.000000 Penalty: 5815.804688
	Iteration 106Q: 3 clusters Score -1.061925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10619237.000000 Penalty: 5815.804688
	Iteration 107Q: 3 clusters Score -1.061924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121323 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -10619236.000000 Penalty: 5815.804688
	Iteration 108Q: 3 clusters Score -1.061924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121328 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -10619250.000000 Penalty: 5815.804688
	Iteration 109Q: 3 clusters Score -1.061925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121334 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10619247.000000 Penalty: 5815.804688
	Iteration 110Q: 3 clusters Score -1.061925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121342 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10619253.000000 Penalty: 5815.804688
	Iteration 111Q: 3 clusters Score -1.061925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121351 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -10619255.000000 Penalty: 5815.804688
	Iteration 112Q: 3 clusters Score -1.061926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121356 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -10619255.000000 Penalty: 5815.804688
	Iteration 113Q: 3 clusters Score -1.061926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121356 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -10619255.000000 Penalty: 5815.804688
	Iteration 114F: 3 clusters Score -1.061926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Entering Unmasked Estep 
Score: -478575.000000 Penalty: 2167.524170
	Iteration 0F: 2 clusters Score -478575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -473255.531250 Penalty: 4335.048340
	Iteration 0F: 3 clusters Score -473255.5 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -474675.906250 Penalty: 4335.048340
	Iteration 1F: 3 clusters Score -474675.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -474956.000000 Penalty: 4335.048340
	Iteration 2F: 3 clusters Score -474956 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -475149.593750 Penalty: 4335.048340
	Iteration 3F: 3 clusters Score -475149.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -475309.312500 Penalty: 4335.048340
	Iteration 4Q: 3 clusters Score -475309.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -475421.562500 Penalty: 4335.048340
	Iteration 5Q: 3 clusters Score -475421.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -475514.656250 Penalty: 4335.048340
	Iteration 6Q: 3 clusters Score -475514.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -475600.468750 Penalty: 4335.048340
	Iteration 7Q: 3 clusters Score -475600.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -475682.187500 Penalty: 4335.048340
	Iteration 8Q: 3 clusters Score -475682.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -475731.031250 Penalty: 4335.048340
	Iteration 9Q: 3 clusters Score -475731 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -475779.781250 Penalty: 4335.048340
	Iteration 10Q: 3 clusters Score -475779.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -475834.687500 Penalty: 4335.048340
	Iteration 11Q: 3 clusters Score -475834.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -475881.843750 Penalty: 4335.048340
	Iteration 12Q: 3 clusters Score -475881.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -475919.687500 Penalty: 4335.048340
	Iteration 13Q: 3 clusters Score -475919.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -475953.687500 Penalty: 4335.048340
	Iteration 14Q: 3 clusters Score -475953.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -475988.343750 Penalty: 4335.048340
	Iteration 15Q: 3 clusters Score -475988.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -476019.968750 Penalty: 4335.048340
	Iteration 16Q: 3 clusters Score -476020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -476048.656250 Penalty: 4335.048340
	Iteration 17Q: 3 clusters Score -476048.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -476077.531250 Penalty: 4335.048340
	Iteration 18Q: 3 clusters Score -476077.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -476108.218750 Penalty: 4335.048340
	Iteration 19Q: 3 clusters Score -476108.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -476136.531250 Penalty: 4335.048340
	Iteration 20F: 3 clusters Score -476136.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -476165.343750 Penalty: 4335.048340
	Iteration 21Q: 3 clusters Score -476165.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -476197.593750 Penalty: 4335.048340
	Iteration 22Q: 3 clusters Score -476197.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -476224.187500 Penalty: 4335.048340
	Iteration 23Q: 3 clusters Score -476224.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -476261.968750 Penalty: 4335.048340
	Iteration 24Q: 3 clusters Score -476262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -476305.781250 Penalty: 4335.048340
	Iteration 25Q: 3 clusters Score -476305.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -476360.750000 Penalty: 4335.048340
	Iteration 26Q: 3 clusters Score -476360.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -476427.718750 Penalty: 4335.048340
	Iteration 27Q: 3 clusters Score -476427.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -476504.531250 Penalty: 4335.048340
	Iteration 28Q: 3 clusters Score -476504.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -476570.281250 Penalty: 4335.048340
	Iteration 29Q: 3 clusters Score -476570.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -476623.312500 Penalty: 4335.048340
	Iteration 30Q: 3 clusters Score -476623.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -476673.687500 Penalty: 4335.048340
	Iteration 31Q: 3 clusters Score -476673.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -476724.781250 Penalty: 4335.048340
	Iteration 32Q: 3 clusters Score -476724.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -476774.625000 Penalty: 4335.048340
	Iteration 33Q: 3 clusters Score -476774.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -476816.875000 Penalty: 4335.048340
	Iteration 34Q: 3 clusters Score -476816.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -476862.875000 Penalty: 4335.048340
	Iteration 35Q: 3 clusters Score -476862.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -476908.906250 Penalty: 4335.048340
	Iteration 36Q: 3 clusters Score -476908.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -476973.781250 Penalty: 4335.048340
	Iteration 37Q: 3 clusters Score -476973.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -477060.187500 Penalty: 4335.048340
	Iteration 38Q: 3 clusters Score -477060.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -477189.937500 Penalty: 4335.048340
	Iteration 39Q: 3 clusters Score -477189.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -477368.281250 Penalty: 4335.048340
	Iteration 40F: 3 clusters Score -477368.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -477558.000000 Penalty: 4335.048340
	Iteration 41Q: 3 clusters Score -477558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -477712.812500 Penalty: 4335.048340
	Iteration 42Q: 3 clusters Score -477712.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -477820.562500 Penalty: 4335.048340
	Iteration 43Q: 3 clusters Score -477820.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -477899.656250 Penalty: 4335.048340
	Iteration 44Q: 3 clusters Score -477899.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -477962.437500 Penalty: 4335.048340
	Iteration 45Q: 3 clusters Score -477962.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -478017.500000 Penalty: 4335.048340
	Iteration 46Q: 3 clusters Score -478017.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -478061.562500 Penalty: 4335.048340
	Iteration 47Q: 3 clusters Score -478061.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -478078.968750 Penalty: 4335.048340
	Iteration 48Q: 3 clusters Score -478079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -478083.593750 Penalty: 4335.048340
	Iteration 49Q: 3 clusters Score -478083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -478084.968750 Penalty: 4335.048340
	Iteration 50Q: 3 clusters Score -478085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -478085.156250 Penalty: 4335.048340
	Iteration 51Q: 3 clusters Score -478085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -478086.093750 Penalty: 4335.048340
	Iteration 52Q: 3 clusters Score -478086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -478086.500000 Penalty: 4335.048340
	Iteration 53Q: 3 clusters Score -478086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -478087.250000 Penalty: 4335.048340
	Iteration 54Q: 3 clusters Score -478087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -478086.656250 Penalty: 4335.048340
	Iteration 55Q: 3 clusters Score -478086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -478086.625000 Penalty: 4335.048340
	Iteration 56Q: 3 clusters Score -478086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -478086.625000 Penalty: 4335.048340
	Iteration 57F: 3 clusters Score -478086.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1173582.875000 Penalty: 2362.255371
	Iteration 0F: 2 clusters Score -1173583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1163599.875000 Penalty: 4724.510742
	Iteration 0F: 3 clusters Score -1163600 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1166979.625000 Penalty: 4724.510742
	Iteration 1F: 3 clusters Score -1166980 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1167750.375000 Penalty: 4724.510742
	Iteration 2F: 3 clusters Score -1167750 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1168851.375000 Penalty: 4724.510742
	Iteration 3F: 3 clusters Score -1168851 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1170583.625000 Penalty: 4724.510742
	Iteration 4F: 3 clusters Score -1170584 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1172933.125000 Penalty: 4724.510742
	Iteration 5F: 3 clusters Score -1172933 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1174421.250000 Penalty: 4724.510742
	Iteration 6F: 3 clusters Score -1174421 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1174915.250000 Penalty: 4724.510742
	Iteration 7Q: 3 clusters Score -1174915 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1175215.500000 Penalty: 4724.510742
	Iteration 8Q: 3 clusters Score -1175216 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1175561.125000 Penalty: 4724.510742
	Iteration 9Q: 3 clusters Score -1175561 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1176071.375000 Penalty: 4724.510742
	Iteration 10Q: 3 clusters Score -1176071 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1176899.875000 Penalty: 4724.510742
	Iteration 11Q: 3 clusters Score -1176900 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1177826.375000 Penalty: 4724.510742
	Iteration 12Q: 3 clusters Score -1177826 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1178274.750000 Penalty: 4724.510742
	Iteration 13Q: 3 clusters Score -1178275 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1178336.875000 Penalty: 4724.510742
	Iteration 14Q: 3 clusters Score -1178337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1178346.125000 Penalty: 4724.510742
	Iteration 15Q: 3 clusters Score -1178346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1178349.125000 Penalty: 4724.510742
	Iteration 16Q: 3 clusters Score -1178349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1178350.375000 Penalty: 4724.510742
	Iteration 17Q: 3 clusters Score -1178350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1178350.375000 Penalty: 4724.510742
	Iteration 18F: 3 clusters Score -1178350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 123675 members 
Mstep: Class 4 contains 6248 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 23147 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 12323 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16873 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8852 members 
Mstep: Class 15 contains 3386 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 17411 members 
Mstep: Class 18 contains 30639 members 
Mstep: Class 19 contains 41177 members 
Mstep: Class 20 contains 12746 members 
Mstep: Class 21 contains 18666 members 
Mstep: Class 22 contains 12247 members 
Mstep: Class 23 contains 8552 members 
Mstep: Class 24 contains 22984 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3374 members 
Mstep: Class 27 contains 5464 members 
Entering Unmasked Estep 
Score: -38174612.000000 Penalty: 87383.828125
Splitting cluster 5 changes total score from -38170664.000000 to -38174612.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 6 (23147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Entering Unmasked Estep 
Score: -2015966.875000 Penalty: 2492.305908
	Iteration 0F: 2 clusters Score -2015967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1999911.500000 Penalty: 4984.611816
	Iteration 0F: 3 clusters Score -1999912 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2005411.750000 Penalty: 4984.611816
	Iteration 1F: 3 clusters Score -2005412 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2005833.625000 Penalty: 4984.611816
	Iteration 2F: 3 clusters Score -2005834 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2006229.500000 Penalty: 4984.611816
	Iteration 3Q: 3 clusters Score -2006230 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2006643.875000 Penalty: 4984.611816
	Iteration 4Q: 3 clusters Score -2006644 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2007162.500000 Penalty: 4984.611816
	Iteration 5Q: 3 clusters Score -2007162 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2007895.250000 Penalty: 4984.611816
	Iteration 6F: 3 clusters Score -2007895 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2008896.875000 Penalty: 4984.611816
	Iteration 7F: 3 clusters Score -2008897 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2010153.750000 Penalty: 4984.611816
	Iteration 8F: 3 clusters Score -2010154 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2011419.375000 Penalty: 4984.611816
	Iteration 9F: 3 clusters Score -2011419 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2012420.000000 Penalty: 4984.611816
	Iteration 10Q: 3 clusters Score -2012420 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2013001.125000 Penalty: 4984.611816
	Iteration 11Q: 3 clusters Score -2013001 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2013306.500000 Penalty: 4984.611816
	Iteration 12Q: 3 clusters Score -2013306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2013458.875000 Penalty: 4984.611816
	Iteration 13Q: 3 clusters Score -2013459 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2013565.750000 Penalty: 4984.611816
	Iteration 14Q: 3 clusters Score -2013566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2013616.625000 Penalty: 4984.611816
	Iteration 15Q: 3 clusters Score -2013617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2013673.625000 Penalty: 4984.611816
	Iteration 16Q: 3 clusters Score -2013674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2013698.750000 Penalty: 4984.611816
	Iteration 17Q: 3 clusters Score -2013699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2013715.250000 Penalty: 4984.611816
	Iteration 18Q: 3 clusters Score -2013715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2013727.375000 Penalty: 4984.611816
	Iteration 19Q: 3 clusters Score -2013727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2013741.125000 Penalty: 4984.611816
	Iteration 20F: 3 clusters Score -2013741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2013756.625000 Penalty: 4984.611816
	Iteration 21Q: 3 clusters Score -2013757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2013757.750000 Penalty: 4984.611816
	Iteration 22Q: 3 clusters Score -2013758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2013763.500000 Penalty: 4984.611816
	Iteration 23Q: 3 clusters Score -2013764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2013766.125000 Penalty: 4984.611816
	Iteration 24Q: 3 clusters Score -2013766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2013769.875000 Penalty: 4984.611816
	Iteration 25Q: 3 clusters Score -2013770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2013768.500000 Penalty: 4984.611816
	Iteration 26Q: 3 clusters Score -2013768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2013772.500000 Penalty: 4984.611816
	Iteration 27Q: 3 clusters Score -2013772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2013772.250000 Penalty: 4984.611816
	Iteration 28Q: 3 clusters Score -2013772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2013774.250000 Penalty: 4984.611816
	Iteration 29Q: 3 clusters Score -2013774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2013773.875000 Penalty: 4984.611816
	Iteration 30Q: 3 clusters Score -2013774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2013775.250000 Penalty: 4984.611816
	Iteration 31Q: 3 clusters Score -2013775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2013775.000000 Penalty: 4984.611816
	Iteration 32Q: 3 clusters Score -2013775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2013775.000000 Penalty: 4984.611816
	Iteration 33F: 3 clusters Score -2013775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Entering Unmasked Estep 
Score: -884443.375000 Penalty: 2311.915527
	Iteration 0F: 2 clusters Score -884443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -876107.000000 Penalty: 4623.831055
	Iteration 0F: 3 clusters Score -876107 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -878724.312500 Penalty: 4623.831055
	Iteration 1F: 3 clusters Score -878724.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -879226.625000 Penalty: 4623.831055
	Iteration 2F: 3 clusters Score -879226.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -879694.687500 Penalty: 4623.831055
	Iteration 3F: 3 clusters Score -879694.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -880184.187500 Penalty: 4623.831055
	Iteration 4F: 3 clusters Score -880184.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -880689.562500 Penalty: 4623.831055
	Iteration 5F: 3 clusters Score -880689.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -881158.875000 Penalty: 4623.831055
	Iteration 6F: 3 clusters Score -881158.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -881550.000000 Penalty: 4623.831055
	Iteration 7Q: 3 clusters Score -881550 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -881868.937500 Penalty: 4623.831055
	Iteration 8Q: 3 clusters Score -881868.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -882131.250000 Penalty: 4623.831055
	Iteration 9Q: 3 clusters Score -882131.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -882385.625000 Penalty: 4623.831055
	Iteration 10Q: 3 clusters Score -882385.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -882585.375000 Penalty: 4623.831055
	Iteration 11Q: 3 clusters Score -882585.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -882737.937500 Penalty: 4623.831055
	Iteration 12Q: 3 clusters Score -882737.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -882836.187500 Penalty: 4623.831055
	Iteration 13Q: 3 clusters Score -882836.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -882907.625000 Penalty: 4623.831055
	Iteration 14Q: 3 clusters Score -882907.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -882980.187500 Penalty: 4623.831055
	Iteration 15Q: 3 clusters Score -882980.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -883029.750000 Penalty: 4623.831055
	Iteration 16Q: 3 clusters Score -883029.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -883081.687500 Penalty: 4623.831055
	Iteration 17Q: 3 clusters Score -883081.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -883116.250000 Penalty: 4623.831055
	Iteration 18Q: 3 clusters Score -883116.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -883149.750000 Penalty: 4623.831055
	Iteration 19Q: 3 clusters Score -883149.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -883178.437500 Penalty: 4623.831055
	Iteration 20F: 3 clusters Score -883178.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -883214.875000 Penalty: 4623.831055
	Iteration 21Q: 3 clusters Score -883214.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -883249.125000 Penalty: 4623.831055
	Iteration 22Q: 3 clusters Score -883249.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -883280.312500 Penalty: 4623.831055
	Iteration 23Q: 3 clusters Score -883280.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -883315.437500 Penalty: 4623.831055
	Iteration 24Q: 3 clusters Score -883315.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -883344.250000 Penalty: 4623.831055
	Iteration 25Q: 3 clusters Score -883344.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -883370.750000 Penalty: 4623.831055
	Iteration 26Q: 3 clusters Score -883370.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -883398.125000 Penalty: 4623.831055
	Iteration 27Q: 3 clusters Score -883398.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -883424.187500 Penalty: 4623.831055
	Iteration 28Q: 3 clusters Score -883424.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -883448.437500 Penalty: 4623.831055
	Iteration 29Q: 3 clusters Score -883448.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -883470.187500 Penalty: 4623.831055
	Iteration 30Q: 3 clusters Score -883470.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -883493.062500 Penalty: 4623.831055
	Iteration 31Q: 3 clusters Score -883493.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -883509.312500 Penalty: 4623.831055
	Iteration 32Q: 3 clusters Score -883509.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -883525.625000 Penalty: 4623.831055
	Iteration 33Q: 3 clusters Score -883525.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -883536.312500 Penalty: 4623.831055
	Iteration 34Q: 3 clusters Score -883536.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -883544.625000 Penalty: 4623.831055
	Iteration 35Q: 3 clusters Score -883544.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -883561.312500 Penalty: 4623.831055
	Iteration 36Q: 3 clusters Score -883561.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -883573.562500 Penalty: 4623.831055
	Iteration 37Q: 3 clusters Score -883573.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -883591.187500 Penalty: 4623.831055
	Iteration 38Q: 3 clusters Score -883591.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -883600.000000 Penalty: 4623.831055
	Iteration 39Q: 3 clusters Score -883600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -883615.125000 Penalty: 4623.831055
	Iteration 40F: 3 clusters Score -883615.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -883624.750000 Penalty: 4623.831055
	Iteration 41Q: 3 clusters Score -883624.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -883633.187500 Penalty: 4623.831055
	Iteration 42Q: 3 clusters Score -883633.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -883642.875000 Penalty: 4623.831055
	Iteration 43Q: 3 clusters Score -883642.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -883650.687500 Penalty: 4623.831055
	Iteration 44Q: 3 clusters Score -883650.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -883655.875000 Penalty: 4623.831055
	Iteration 45Q: 3 clusters Score -883655.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -883665.937500 Penalty: 4623.831055
	Iteration 46Q: 3 clusters Score -883665.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -883665.812500 Penalty: 4623.831055
	Iteration 47Q: 3 clusters Score -883665.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -883671.125000 Penalty: 4623.831055
	Iteration 48Q: 3 clusters Score -883671.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -883675.750000 Penalty: 4623.831055
	Iteration 49Q: 3 clusters Score -883675.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -883678.875000 Penalty: 4623.831055
	Iteration 50Q: 3 clusters Score -883678.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -883681.000000 Penalty: 4623.831055
	Iteration 51Q: 3 clusters Score -883681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -883682.375000 Penalty: 4623.831055
	Iteration 52Q: 3 clusters Score -883682.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -883690.625000 Penalty: 4623.831055
	Iteration 53Q: 3 clusters Score -883690.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -883694.000000 Penalty: 4623.831055
	Iteration 54Q: 3 clusters Score -883694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -883699.562500 Penalty: 4623.831055
	Iteration 55Q: 3 clusters Score -883699.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -883704.125000 Penalty: 4623.831055
	Iteration 56Q: 3 clusters Score -883704.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -883706.437500 Penalty: 4623.831055
	Iteration 57Q: 3 clusters Score -883706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -883707.687500 Penalty: 4623.831055
	Iteration 58Q: 3 clusters Score -883707.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -883706.750000 Penalty: 4623.831055
	Iteration 59Q: 3 clusters Score -883706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -883708.750000 Penalty: 4623.831055
	Iteration 60F: 3 clusters Score -883708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -883709.875000 Penalty: 4623.831055
	Iteration 61Q: 3 clusters Score -883709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -883710.500000 Penalty: 4623.831055
	Iteration 62Q: 3 clusters Score -883710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -883711.437500 Penalty: 4623.831055
	Iteration 63Q: 3 clusters Score -883711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -883710.062500 Penalty: 4623.831055
	Iteration 64Q: 3 clusters Score -883710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -883711.250000 Penalty: 4623.831055
	Iteration 65Q: 3 clusters Score -883711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -883711.500000 Penalty: 4623.831055
	Iteration 66Q: 3 clusters Score -883711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -883710.937500 Penalty: 4623.831055
	Iteration 67Q: 3 clusters Score -883710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -883710.812500 Penalty: 4623.831055
	Iteration 68Q: 3 clusters Score -883710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -883712.562500 Penalty: 4623.831055
	Iteration 69Q: 3 clusters Score -883712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -883713.312500 Penalty: 4623.831055
	Iteration 70Q: 3 clusters Score -883713.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -883713.312500 Penalty: 4623.831055
	Iteration 71F: 3 clusters Score -883713.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Entering Unmasked Estep 
Score: -807600.625000 Penalty: 2266.832764
	Iteration 0F: 2 clusters Score -807600.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -800351.062500 Penalty: 4533.665527
	Iteration 0F: 3 clusters Score -800351.1 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -802410.500000 Penalty: 4533.665527
	Iteration 1F: 3 clusters Score -802410.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -802741.187500 Penalty: 4533.665527
	Iteration 2F: 3 clusters Score -802741.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -802927.812500 Penalty: 4533.665527
	Iteration 3F: 3 clusters Score -802927.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -803057.250000 Penalty: 4533.665527
	Iteration 4Q: 3 clusters Score -803057.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -803168.187500 Penalty: 4533.665527
	Iteration 5Q: 3 clusters Score -803168.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -803276.625000 Penalty: 4533.665527
	Iteration 6Q: 3 clusters Score -803276.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -803394.062500 Penalty: 4533.665527
	Iteration 7Q: 3 clusters Score -803394.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -803523.687500 Penalty: 4533.665527
	Iteration 8Q: 3 clusters Score -803523.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -803661.437500 Penalty: 4533.665527
	Iteration 9Q: 3 clusters Score -803661.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -803823.125000 Penalty: 4533.665527
	Iteration 10Q: 3 clusters Score -803823.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -804012.875000 Penalty: 4533.665527
	Iteration 11Q: 3 clusters Score -804012.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -804216.250000 Penalty: 4533.665527
	Iteration 12Q: 3 clusters Score -804216.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -804428.187500 Penalty: 4533.665527
	Iteration 13Q: 3 clusters Score -804428.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -804626.312500 Penalty: 4533.665527
	Iteration 14Q: 3 clusters Score -804626.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -804818.500000 Penalty: 4533.665527
	Iteration 15Q: 3 clusters Score -804818.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -804977.875000 Penalty: 4533.665527
	Iteration 16Q: 3 clusters Score -804977.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -805126.437500 Penalty: 4533.665527
	Iteration 17Q: 3 clusters Score -805126.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -805241.937500 Penalty: 4533.665527
	Iteration 18Q: 3 clusters Score -805241.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -805328.937500 Penalty: 4533.665527
	Iteration 19Q: 3 clusters Score -805328.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -805387.125000 Penalty: 4533.665527
	Iteration 20F: 3 clusters Score -805387.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -805435.875000 Penalty: 4533.665527
	Iteration 21Q: 3 clusters Score -805435.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -805485.625000 Penalty: 4533.665527
	Iteration 22Q: 3 clusters Score -805485.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -805524.500000 Penalty: 4533.665527
	Iteration 23Q: 3 clusters Score -805524.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -805548.125000 Penalty: 4533.665527
	Iteration 24Q: 3 clusters Score -805548.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -805562.437500 Penalty: 4533.665527
	Iteration 25Q: 3 clusters Score -805562.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -805576.125000 Penalty: 4533.665527
	Iteration 26Q: 3 clusters Score -805576.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -805588.562500 Penalty: 4533.665527
	Iteration 27Q: 3 clusters Score -805588.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -805599.062500 Penalty: 4533.665527
	Iteration 28Q: 3 clusters Score -805599.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -805608.937500 Penalty: 4533.665527
	Iteration 29Q: 3 clusters Score -805608.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -805615.562500 Penalty: 4533.665527
	Iteration 30Q: 3 clusters Score -805615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -805619.375000 Penalty: 4533.665527
	Iteration 31Q: 3 clusters Score -805619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -805621.625000 Penalty: 4533.665527
	Iteration 32Q: 3 clusters Score -805621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -805623.812500 Penalty: 4533.665527
	Iteration 33Q: 3 clusters Score -805623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -805625.250000 Penalty: 4533.665527
	Iteration 34Q: 3 clusters Score -805625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -805628.125000 Penalty: 4533.665527
	Iteration 35Q: 3 clusters Score -805628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -805629.562500 Penalty: 4533.665527
	Iteration 36Q: 3 clusters Score -805629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -805632.437500 Penalty: 4533.665527
	Iteration 37Q: 3 clusters Score -805632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -805632.125000 Penalty: 4533.665527
	Iteration 38Q: 3 clusters Score -805632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -805632.687500 Penalty: 4533.665527
	Iteration 39Q: 3 clusters Score -805632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -805634.437500 Penalty: 4533.665527
	Iteration 40F: 3 clusters Score -805634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -805636.187500 Penalty: 4533.665527
	Iteration 41Q: 3 clusters Score -805636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -805635.625000 Penalty: 4533.665527
	Iteration 42Q: 3 clusters Score -805635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -805636.125000 Penalty: 4533.665527
	Iteration 43Q: 3 clusters Score -805636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -805636.125000 Penalty: 4533.665527
	Iteration 44F: 3 clusters Score -805636.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Entering Unmasked Estep 
Score: -1000777.625000 Penalty: 2335.967285
	Iteration 0F: 2 clusters Score -1000778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -991714.250000 Penalty: 4671.934570
	Iteration 0F: 3 clusters Score -991714.2 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -994760.812500 Penalty: 4671.934570
	Iteration 1F: 3 clusters Score -994760.8 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -995321.750000 Penalty: 4671.934570
	Iteration 2F: 3 clusters Score -995321.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -995883.250000 Penalty: 4671.934570
	Iteration 3F: 3 clusters Score -995883.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -996506.000000 Penalty: 4671.934570
	Iteration 4F: 3 clusters Score -996506 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -997130.750000 Penalty: 4671.934570
	Iteration 5F: 3 clusters Score -997130.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -997693.812500 Penalty: 4671.934570
	Iteration 6F: 3 clusters Score -997693.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -998155.125000 Penalty: 4671.934570
	Iteration 7Q: 3 clusters Score -998155.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -998519.312500 Penalty: 4671.934570
	Iteration 8Q: 3 clusters Score -998519.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -998759.812500 Penalty: 4671.934570
	Iteration 9Q: 3 clusters Score -998759.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -998938.562500 Penalty: 4671.934570
	Iteration 10Q: 3 clusters Score -998938.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -999058.437500 Penalty: 4671.934570
	Iteration 11Q: 3 clusters Score -999058.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -999139.250000 Penalty: 4671.934570
	Iteration 12Q: 3 clusters Score -999139.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -999194.750000 Penalty: 4671.934570
	Iteration 13Q: 3 clusters Score -999194.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -999223.750000 Penalty: 4671.934570
	Iteration 14Q: 3 clusters Score -999223.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -999254.062500 Penalty: 4671.934570
	Iteration 15Q: 3 clusters Score -999254.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -999270.187500 Penalty: 4671.934570
	Iteration 16Q: 3 clusters Score -999270.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -999282.937500 Penalty: 4671.934570
	Iteration 17Q: 3 clusters Score -999282.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -999293.312500 Penalty: 4671.934570
	Iteration 18Q: 3 clusters Score -999293.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -999304.625000 Penalty: 4671.934570
	Iteration 19Q: 3 clusters Score -999304.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -999312.250000 Penalty: 4671.934570
	Iteration 20F: 3 clusters Score -999312.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -999316.562500 Penalty: 4671.934570
	Iteration 21Q: 3 clusters Score -999316.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -999325.250000 Penalty: 4671.934570
	Iteration 22Q: 3 clusters Score -999325.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -999335.437500 Penalty: 4671.934570
	Iteration 23Q: 3 clusters Score -999335.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -999336.875000 Penalty: 4671.934570
	Iteration 24Q: 3 clusters Score -999336.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -999340.562500 Penalty: 4671.934570
	Iteration 25Q: 3 clusters Score -999340.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -999346.437500 Penalty: 4671.934570
	Iteration 26Q: 3 clusters Score -999346.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -999349.125000 Penalty: 4671.934570
	Iteration 27Q: 3 clusters Score -999349.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -999353.187500 Penalty: 4671.934570
	Iteration 28Q: 3 clusters Score -999353.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -999356.437500 Penalty: 4671.934570
	Iteration 29Q: 3 clusters Score -999356.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -999357.875000 Penalty: 4671.934570
	Iteration 30Q: 3 clusters Score -999357.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -999360.500000 Penalty: 4671.934570
	Iteration 31Q: 3 clusters Score -999360.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -999362.812500 Penalty: 4671.934570
	Iteration 32Q: 3 clusters Score -999362.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -999364.187500 Penalty: 4671.934570
	Iteration 33Q: 3 clusters Score -999364.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -999365.375000 Penalty: 4671.934570
	Iteration 34Q: 3 clusters Score -999365.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -999373.062500 Penalty: 4671.934570
	Iteration 35Q: 3 clusters Score -999373.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -999373.937500 Penalty: 4671.934570
	Iteration 36Q: 3 clusters Score -999373.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -999378.500000 Penalty: 4671.934570
	Iteration 37Q: 3 clusters Score -999378.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -999380.500000 Penalty: 4671.934570
	Iteration 38Q: 3 clusters Score -999380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -999382.750000 Penalty: 4671.934570
	Iteration 39Q: 3 clusters Score -999382.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -999388.187500 Penalty: 4671.934570
	Iteration 40F: 3 clusters Score -999388.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -999388.562500 Penalty: 4671.934570
	Iteration 41Q: 3 clusters Score -999388.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -999391.250000 Penalty: 4671.934570
	Iteration 42Q: 3 clusters Score -999391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -999391.750000 Penalty: 4671.934570
	Iteration 43Q: 3 clusters Score -999391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -999395.250000 Penalty: 4671.934570
	Iteration 44Q: 3 clusters Score -999395.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -999396.687500 Penalty: 4671.934570
	Iteration 45Q: 3 clusters Score -999396.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -999400.187500 Penalty: 4671.934570
	Iteration 46Q: 3 clusters Score -999400.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -999401.687500 Penalty: 4671.934570
	Iteration 47Q: 3 clusters Score -999401.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -999400.562500 Penalty: 4671.934570
	Iteration 48Q: 3 clusters Score -999400.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -999403.562500 Penalty: 4671.934570
	Iteration 49Q: 3 clusters Score -999403.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -999405.562500 Penalty: 4671.934570
	Iteration 50Q: 3 clusters Score -999405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -999406.000000 Penalty: 4671.934570
	Iteration 51Q: 3 clusters Score -999406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -999406.250000 Penalty: 4671.934570
	Iteration 52Q: 3 clusters Score -999406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -999407.187500 Penalty: 4671.934570
	Iteration 53Q: 3 clusters Score -999407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -999406.812500 Penalty: 4671.934570
	Iteration 54Q: 3 clusters Score -999406.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -999408.625000 Penalty: 4671.934570
	Iteration 55Q: 3 clusters Score -999408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -999410.125000 Penalty: 4671.934570
	Iteration 56Q: 3 clusters Score -999410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -999411.062500 Penalty: 4671.934570
	Iteration 57Q: 3 clusters Score -999411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -999409.875000 Penalty: 4671.934570
	Iteration 58Q: 3 clusters Score -999409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -999410.750000 Penalty: 4671.934570
	Iteration 59Q: 3 clusters Score -999410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -999410.750000 Penalty: 4671.934570
	Iteration 60F: 3 clusters Score -999410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Entering Unmasked Estep 
Score: -467517.062500 Penalty: 2127.508789
	Iteration 0F: 2 clusters Score -467517.1 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 2617 members 
Entering Unmasked Estep 
Score: -462804.625000 Penalty: 4255.017578
	Iteration 0F: 3 clusters Score -462804.6 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -463934.218750 Penalty: 4255.017578
	Iteration 1F: 3 clusters Score -463934.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -464170.906250 Penalty: 4255.017578
	Iteration 2F: 3 clusters Score -464170.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -464321.593750 Penalty: 4255.017578
	Iteration 3F: 3 clusters Score -464321.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -464444.343750 Penalty: 4255.017578
	Iteration 4Q: 3 clusters Score -464444.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -464531.718750 Penalty: 4255.017578
	Iteration 5Q: 3 clusters Score -464531.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -464614.375000 Penalty: 4255.017578
	Iteration 6Q: 3 clusters Score -464614.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -464685.437500 Penalty: 4255.017578
	Iteration 7Q: 3 clusters Score -464685.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -464748.031250 Penalty: 4255.017578
	Iteration 8Q: 3 clusters Score -464748 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -464794.593750 Penalty: 4255.017578
	Iteration 9Q: 3 clusters Score -464794.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -464845.406250 Penalty: 4255.017578
	Iteration 10Q: 3 clusters Score -464845.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -464892.500000 Penalty: 4255.017578
	Iteration 11Q: 3 clusters Score -464892.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -464942.468750 Penalty: 4255.017578
	Iteration 12Q: 3 clusters Score -464942.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -464992.281250 Penalty: 4255.017578
	Iteration 13Q: 3 clusters Score -464992.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -465048.656250 Penalty: 4255.017578
	Iteration 14Q: 3 clusters Score -465048.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -465111.656250 Penalty: 4255.017578
	Iteration 15Q: 3 clusters Score -465111.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -465175.968750 Penalty: 4255.017578
	Iteration 16Q: 3 clusters Score -465176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -465231.812500 Penalty: 4255.017578
	Iteration 17Q: 3 clusters Score -465231.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -465291.750000 Penalty: 4255.017578
	Iteration 18Q: 3 clusters Score -465291.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -465343.625000 Penalty: 4255.017578
	Iteration 19Q: 3 clusters Score -465343.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -465387.625000 Penalty: 4255.017578
	Iteration 20F: 3 clusters Score -465387.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -465433.843750 Penalty: 4255.017578
	Iteration 21Q: 3 clusters Score -465433.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -465474.718750 Penalty: 4255.017578
	Iteration 22Q: 3 clusters Score -465474.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -465524.968750 Penalty: 4255.017578
	Iteration 23Q: 3 clusters Score -465525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -465571.281250 Penalty: 4255.017578
	Iteration 24Q: 3 clusters Score -465571.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -465606.531250 Penalty: 4255.017578
	Iteration 25Q: 3 clusters Score -465606.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -465635.625000 Penalty: 4255.017578
	Iteration 26Q: 3 clusters Score -465635.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -465661.750000 Penalty: 4255.017578
	Iteration 27Q: 3 clusters Score -465661.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -465680.468750 Penalty: 4255.017578
	Iteration 28Q: 3 clusters Score -465680.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -465691.937500 Penalty: 4255.017578
	Iteration 29Q: 3 clusters Score -465691.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -465702.187500 Penalty: 4255.017578
	Iteration 30Q: 3 clusters Score -465702.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -465716.937500 Penalty: 4255.017578
	Iteration 31Q: 3 clusters Score -465716.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -465728.843750 Penalty: 4255.017578
	Iteration 32Q: 3 clusters Score -465728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -465733.656250 Penalty: 4255.017578
	Iteration 33Q: 3 clusters Score -465733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -465738.281250 Penalty: 4255.017578
	Iteration 34Q: 3 clusters Score -465738.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -465742.281250 Penalty: 4255.017578
	Iteration 35Q: 3 clusters Score -465742.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -465751.625000 Penalty: 4255.017578
	Iteration 36Q: 3 clusters Score -465751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -465756.562500 Penalty: 4255.017578
	Iteration 37Q: 3 clusters Score -465756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -465760.906250 Penalty: 4255.017578
	Iteration 38Q: 3 clusters Score -465760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -465761.937500 Penalty: 4255.017578
	Iteration 39Q: 3 clusters Score -465761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -465761.031250 Penalty: 4255.017578
	Iteration 40F: 3 clusters Score -465761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -465761.218750 Penalty: 4255.017578
	Iteration 41Q: 3 clusters Score -465761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -465761.218750 Penalty: 4255.017578
	Iteration 42F: 3 clusters Score -465761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Entering Unmasked Estep 
Score: -403133.281250 Penalty: 2090.612793
	Iteration 0F: 2 clusters Score -403133.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -398868.312500 Penalty: 4181.225586
	Iteration 0F: 3 clusters Score -398868.3 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -399846.343750 Penalty: 4181.225586
	Iteration 1F: 3 clusters Score -399846.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -400041.625000 Penalty: 4181.225586
	Iteration 2F: 3 clusters Score -400041.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -400162.781250 Penalty: 4181.225586
	Iteration 3Q: 3 clusters Score -400162.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -400239.968750 Penalty: 4181.225586
	Iteration 4Q: 3 clusters Score -400240 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -400304.312500 Penalty: 4181.225586
	Iteration 5Q: 3 clusters Score -400304.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -400341.468750 Penalty: 4181.225586
	Iteration 6Q: 3 clusters Score -400341.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -400366.343750 Penalty: 4181.225586
	Iteration 7Q: 3 clusters Score -400366.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -400390.156250 Penalty: 4181.225586
	Iteration 8Q: 3 clusters Score -400390.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -400409.062500 Penalty: 4181.225586
	Iteration 9Q: 3 clusters Score -400409.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -400426.937500 Penalty: 4181.225586
	Iteration 10Q: 3 clusters Score -400426.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -400446.093750 Penalty: 4181.225586
	Iteration 11Q: 3 clusters Score -400446.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -400464.000000 Penalty: 4181.225586
	Iteration 12Q: 3 clusters Score -400464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -400484.375000 Penalty: 4181.225586
	Iteration 13Q: 3 clusters Score -400484.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -400511.937500 Penalty: 4181.225586
	Iteration 14Q: 3 clusters Score -400511.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -400547.375000 Penalty: 4181.225586
	Iteration 15Q: 3 clusters Score -400547.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -400574.906250 Penalty: 4181.225586
	Iteration 16Q: 3 clusters Score -400574.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -400608.000000 Penalty: 4181.225586
	Iteration 17Q: 3 clusters Score -400608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -400643.437500 Penalty: 4181.225586
	Iteration 18Q: 3 clusters Score -400643.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -400678.031250 Penalty: 4181.225586
	Iteration 19Q: 3 clusters Score -400678 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -400720.000000 Penalty: 4181.225586
	Iteration 20F: 3 clusters Score -400720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -400760.531250 Penalty: 4181.225586
	Iteration 21Q: 3 clusters Score -400760.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -400783.375000 Penalty: 4181.225586
	Iteration 22Q: 3 clusters Score -400783.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -400807.593750 Penalty: 4181.225586
	Iteration 23Q: 3 clusters Score -400807.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -400837.531250 Penalty: 4181.225586
	Iteration 24Q: 3 clusters Score -400837.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -400869.406250 Penalty: 4181.225586
	Iteration 25Q: 3 clusters Score -400869.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -400898.968750 Penalty: 4181.225586
	Iteration 26Q: 3 clusters Score -400899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -400928.406250 Penalty: 4181.225586
	Iteration 27Q: 3 clusters Score -400928.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -400956.375000 Penalty: 4181.225586
	Iteration 28Q: 3 clusters Score -400956.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -400990.312500 Penalty: 4181.225586
	Iteration 29Q: 3 clusters Score -400990.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -401022.593750 Penalty: 4181.225586
	Iteration 30Q: 3 clusters Score -401022.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -401043.531250 Penalty: 4181.225586
	Iteration 31Q: 3 clusters Score -401043.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -401058.406250 Penalty: 4181.225586
	Iteration 32Q: 3 clusters Score -401058.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -401074.625000 Penalty: 4181.225586
	Iteration 33Q: 3 clusters Score -401074.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -401090.531250 Penalty: 4181.225586
	Iteration 34Q: 3 clusters Score -401090.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -401104.500000 Penalty: 4181.225586
	Iteration 35Q: 3 clusters Score -401104.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -401115.031250 Penalty: 4181.225586
	Iteration 36Q: 3 clusters Score -401115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -401129.531250 Penalty: 4181.225586
	Iteration 37Q: 3 clusters Score -401129.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -401138.062500 Penalty: 4181.225586
	Iteration 38Q: 3 clusters Score -401138.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -401144.468750 Penalty: 4181.225586
	Iteration 39Q: 3 clusters Score -401144.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -401151.968750 Penalty: 4181.225586
	Iteration 40F: 3 clusters Score -401152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -401159.625000 Penalty: 4181.225586
	Iteration 41Q: 3 clusters Score -401159.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -401167.593750 Penalty: 4181.225586
	Iteration 42Q: 3 clusters Score -401167.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -401173.781250 Penalty: 4181.225586
	Iteration 43Q: 3 clusters Score -401173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -401183.781250 Penalty: 4181.225586
	Iteration 44Q: 3 clusters Score -401183.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -401192.437500 Penalty: 4181.225586
	Iteration 45Q: 3 clusters Score -401192.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -401201.937500 Penalty: 4181.225586
	Iteration 46Q: 3 clusters Score -401201.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -401212.125000 Penalty: 4181.225586
	Iteration 47Q: 3 clusters Score -401212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -401220.593750 Penalty: 4181.225586
	Iteration 48Q: 3 clusters Score -401220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -401233.156250 Penalty: 4181.225586
	Iteration 49Q: 3 clusters Score -401233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -401243.062500 Penalty: 4181.225586
	Iteration 50Q: 3 clusters Score -401243.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -401253.593750 Penalty: 4181.225586
	Iteration 51Q: 3 clusters Score -401253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -401261.625000 Penalty: 4181.225586
	Iteration 52Q: 3 clusters Score -401261.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -401274.031250 Penalty: 4181.225586
	Iteration 53Q: 3 clusters Score -401274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -401278.937500 Penalty: 4181.225586
	Iteration 54Q: 3 clusters Score -401278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -401282.218750 Penalty: 4181.225586
	Iteration 55Q: 3 clusters Score -401282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -401282.281250 Penalty: 4181.225586
	Iteration 56Q: 3 clusters Score -401282.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -401282.281250 Penalty: 4181.225586
	Iteration 57F: 3 clusters Score -401282.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Entering Unmasked Estep 
Score: -1441580.000000 Penalty: 2413.900635
	Iteration 0F: 2 clusters Score -1441580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1429501.125000 Penalty: 4827.801270
	Iteration 0F: 3 clusters Score -1429501 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1433781.000000 Penalty: 4827.801270
	Iteration 1F: 3 clusters Score -1433781 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1434567.375000 Penalty: 4827.801270
	Iteration 2F: 3 clusters Score -1434567 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1435398.875000 Penalty: 4827.801270
	Iteration 3F: 3 clusters Score -1435399 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1436095.375000 Penalty: 4827.801270
	Iteration 4F: 3 clusters Score -1436095 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1436687.000000 Penalty: 4827.801270
	Iteration 5F: 3 clusters Score -1436687 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1437187.750000 Penalty: 4827.801270
	Iteration 6Q: 3 clusters Score -1437188 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1437594.125000 Penalty: 4827.801270
	Iteration 7Q: 3 clusters Score -1437594 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1437950.250000 Penalty: 4827.801270
	Iteration 8Q: 3 clusters Score -1437950 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1438293.250000 Penalty: 4827.801270
	Iteration 9Q: 3 clusters Score -1438293 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1438596.125000 Penalty: 4827.801270
	Iteration 10Q: 3 clusters Score -1438596 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1438839.500000 Penalty: 4827.801270
	Iteration 11Q: 3 clusters Score -1438840 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1439038.750000 Penalty: 4827.801270
	Iteration 12Q: 3 clusters Score -1439039 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1439212.000000 Penalty: 4827.801270
	Iteration 13Q: 3 clusters Score -1439212 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1439325.125000 Penalty: 4827.801270
	Iteration 14Q: 3 clusters Score -1439325 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1439416.375000 Penalty: 4827.801270
	Iteration 15Q: 3 clusters Score -1439416 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1439497.625000 Penalty: 4827.801270
	Iteration 16Q: 3 clusters Score -1439498 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1439567.625000 Penalty: 4827.801270
	Iteration 17Q: 3 clusters Score -1439568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1439628.250000 Penalty: 4827.801270
	Iteration 18Q: 3 clusters Score -1439628 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1439689.625000 Penalty: 4827.801270
	Iteration 19Q: 3 clusters Score -1439690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1439732.500000 Penalty: 4827.801270
	Iteration 20F: 3 clusters Score -1439732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1439772.625000 Penalty: 4827.801270
	Iteration 21Q: 3 clusters Score -1439773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1439798.125000 Penalty: 4827.801270
	Iteration 22Q: 3 clusters Score -1439798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1439823.750000 Penalty: 4827.801270
	Iteration 23Q: 3 clusters Score -1439824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1439846.500000 Penalty: 4827.801270
	Iteration 24Q: 3 clusters Score -1439846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1439867.750000 Penalty: 4827.801270
	Iteration 25Q: 3 clusters Score -1439868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1439878.125000 Penalty: 4827.801270
	Iteration 26Q: 3 clusters Score -1439878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1439890.000000 Penalty: 4827.801270
	Iteration 27Q: 3 clusters Score -1439890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1439902.625000 Penalty: 4827.801270
	Iteration 28Q: 3 clusters Score -1439903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1439913.875000 Penalty: 4827.801270
	Iteration 29Q: 3 clusters Score -1439914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1439915.500000 Penalty: 4827.801270
	Iteration 30Q: 3 clusters Score -1439916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1439920.125000 Penalty: 4827.801270
	Iteration 31Q: 3 clusters Score -1439920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1439918.875000 Penalty: 4827.801270
	Iteration 32Q: 3 clusters Score -1439919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1439919.750000 Penalty: 4827.801270
	Iteration 33Q: 3 clusters Score -1439920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1439918.875000 Penalty: 4827.801270
	Iteration 34Q: 3 clusters Score -1439919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1439920.125000 Penalty: 4827.801270
	Iteration 35Q: 3 clusters Score -1439920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1439918.750000 Penalty: 4827.801270
	Iteration 36Q: 3 clusters Score -1439919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1439919.625000 Penalty: 4827.801270
	Iteration 37Q: 3 clusters Score -1439920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1439919.000000 Penalty: 4827.801270
	Iteration 38Q: 3 clusters Score -1439919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1439919.000000 Penalty: 4827.801270
	Iteration 39Q: 3 clusters Score -1439919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1439919.000000 Penalty: 4827.801270
	Iteration 40F: 3 clusters Score -1439919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Entering Unmasked Estep 
Score: -845186.750000 Penalty: 2275.970459
	Iteration 0F: 2 clusters Score -845186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -837706.000000 Penalty: 4551.940918
	Iteration 0F: 3 clusters Score -837706 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -840076.062500 Penalty: 4551.940918
	Iteration 1F: 3 clusters Score -840076.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -840559.562500 Penalty: 4551.940918
	Iteration 2F: 3 clusters Score -840559.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -841024.625000 Penalty: 4551.940918
	Iteration 3F: 3 clusters Score -841024.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -841492.500000 Penalty: 4551.940918
	Iteration 4F: 3 clusters Score -841492.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -841949.000000 Penalty: 4551.940918
	Iteration 5F: 3 clusters Score -841949 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -842351.562500 Penalty: 4551.940918
	Iteration 6F: 3 clusters Score -842351.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -842639.000000 Penalty: 4551.940918
	Iteration 7Q: 3 clusters Score -842639 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -842882.062500 Penalty: 4551.940918
	Iteration 8Q: 3 clusters Score -842882.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -843043.125000 Penalty: 4551.940918
	Iteration 9Q: 3 clusters Score -843043.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -843153.375000 Penalty: 4551.940918
	Iteration 10Q: 3 clusters Score -843153.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -843254.875000 Penalty: 4551.940918
	Iteration 11Q: 3 clusters Score -843254.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -843318.125000 Penalty: 4551.940918
	Iteration 12Q: 3 clusters Score -843318.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -843366.375000 Penalty: 4551.940918
	Iteration 13Q: 3 clusters Score -843366.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -843400.562500 Penalty: 4551.940918
	Iteration 14Q: 3 clusters Score -843400.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -843420.187500 Penalty: 4551.940918
	Iteration 15Q: 3 clusters Score -843420.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -843431.125000 Penalty: 4551.940918
	Iteration 16Q: 3 clusters Score -843431.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -843442.000000 Penalty: 4551.940918
	Iteration 17Q: 3 clusters Score -843442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -843453.062500 Penalty: 4551.940918
	Iteration 18Q: 3 clusters Score -843453.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -843460.437500 Penalty: 4551.940918
	Iteration 19Q: 3 clusters Score -843460.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -843462.125000 Penalty: 4551.940918
	Iteration 20F: 3 clusters Score -843462.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -843469.437500 Penalty: 4551.940918
	Iteration 21Q: 3 clusters Score -843469.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -843470.312500 Penalty: 4551.940918
	Iteration 22Q: 3 clusters Score -843470.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -843475.937500 Penalty: 4551.940918
	Iteration 23Q: 3 clusters Score -843475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -843476.062500 Penalty: 4551.940918
	Iteration 24Q: 3 clusters Score -843476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -843477.187500 Penalty: 4551.940918
	Iteration 25Q: 3 clusters Score -843477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -843477.375000 Penalty: 4551.940918
	Iteration 26Q: 3 clusters Score -843477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -843483.437500 Penalty: 4551.940918
	Iteration 27Q: 3 clusters Score -843483.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -843484.250000 Penalty: 4551.940918
	Iteration 28Q: 3 clusters Score -843484.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -843490.312500 Penalty: 4551.940918
	Iteration 29Q: 3 clusters Score -843490.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -843495.812500 Penalty: 4551.940918
	Iteration 30Q: 3 clusters Score -843495.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -843498.000000 Penalty: 4551.940918
	Iteration 31Q: 3 clusters Score -843498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -843497.625000 Penalty: 4551.940918
	Iteration 32Q: 3 clusters Score -843497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -843499.000000 Penalty: 4551.940918
	Iteration 33Q: 3 clusters Score -843499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -843500.562500 Penalty: 4551.940918
	Iteration 34Q: 3 clusters Score -843500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -843503.187500 Penalty: 4551.940918
	Iteration 35Q: 3 clusters Score -843503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -843503.937500 Penalty: 4551.940918
	Iteration 36Q: 3 clusters Score -843503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -843504.625000 Penalty: 4551.940918
	Iteration 37Q: 3 clusters Score -843504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -843505.812500 Penalty: 4551.940918
	Iteration 38Q: 3 clusters Score -843505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -843507.437500 Penalty: 4551.940918
	Iteration 39Q: 3 clusters Score -843507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -843509.125000 Penalty: 4551.940918
	Iteration 40F: 3 clusters Score -843509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Entering Unmasked Estep 
Score: -681892.000000 Penalty: 2253.922852
	Iteration 0F: 2 clusters Score -681892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -675043.875000 Penalty: 4507.845703
	Iteration 0F: 3 clusters Score -675043.9 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -677040.000000 Penalty: 4507.845703
	Iteration 1F: 3 clusters Score -677040 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -677435.562500 Penalty: 4507.845703
	Iteration 2F: 3 clusters Score -677435.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -677775.375000 Penalty: 4507.845703
	Iteration 3F: 3 clusters Score -677775.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -678127.250000 Penalty: 4507.845703
	Iteration 4F: 3 clusters Score -678127.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -678499.187500 Penalty: 4507.845703
	Iteration 5F: 3 clusters Score -678499.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -678864.750000 Penalty: 4507.845703
	Iteration 6F: 3 clusters Score -678864.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -679214.000000 Penalty: 4507.845703
	Iteration 7Q: 3 clusters Score -679214 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -679533.750000 Penalty: 4507.845703
	Iteration 8Q: 3 clusters Score -679533.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -679805.687500 Penalty: 4507.845703
	Iteration 9Q: 3 clusters Score -679805.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -680023.750000 Penalty: 4507.845703
	Iteration 10Q: 3 clusters Score -680023.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -680157.500000 Penalty: 4507.845703
	Iteration 11Q: 3 clusters Score -680157.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -680249.562500 Penalty: 4507.845703
	Iteration 12Q: 3 clusters Score -680249.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -680309.187500 Penalty: 4507.845703
	Iteration 13Q: 3 clusters Score -680309.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -680350.062500 Penalty: 4507.845703
	Iteration 14Q: 3 clusters Score -680350.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -680382.750000 Penalty: 4507.845703
	Iteration 15Q: 3 clusters Score -680382.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -680414.687500 Penalty: 4507.845703
	Iteration 16Q: 3 clusters Score -680414.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -680435.125000 Penalty: 4507.845703
	Iteration 17Q: 3 clusters Score -680435.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -680466.750000 Penalty: 4507.845703
	Iteration 18Q: 3 clusters Score -680466.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -680493.625000 Penalty: 4507.845703
	Iteration 19Q: 3 clusters Score -680493.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -680514.875000 Penalty: 4507.845703
	Iteration 20F: 3 clusters Score -680514.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -680533.875000 Penalty: 4507.845703
	Iteration 21Q: 3 clusters Score -680533.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -680546.187500 Penalty: 4507.845703
	Iteration 22Q: 3 clusters Score -680546.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -680561.937500 Penalty: 4507.845703
	Iteration 23Q: 3 clusters Score -680561.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -680571.687500 Penalty: 4507.845703
	Iteration 24Q: 3 clusters Score -680571.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -680577.437500 Penalty: 4507.845703
	Iteration 25Q: 3 clusters Score -680577.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -680584.937500 Penalty: 4507.845703
	Iteration 26Q: 3 clusters Score -680584.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -680587.375000 Penalty: 4507.845703
	Iteration 27Q: 3 clusters Score -680587.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -680589.562500 Penalty: 4507.845703
	Iteration 28Q: 3 clusters Score -680589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -680593.750000 Penalty: 4507.845703
	Iteration 29Q: 3 clusters Score -680593.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -680594.250000 Penalty: 4507.845703
	Iteration 30Q: 3 clusters Score -680594.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -680597.000000 Penalty: 4507.845703
	Iteration 31Q: 3 clusters Score -680597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -680598.312500 Penalty: 4507.845703
	Iteration 32Q: 3 clusters Score -680598.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -680603.187500 Penalty: 4507.845703
	Iteration 33Q: 3 clusters Score -680603.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -680606.562500 Penalty: 4507.845703
	Iteration 34Q: 3 clusters Score -680606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -680609.687500 Penalty: 4507.845703
	Iteration 35Q: 3 clusters Score -680609.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -680610.187500 Penalty: 4507.845703
	Iteration 36Q: 3 clusters Score -680610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -680611.750000 Penalty: 4507.845703
	Iteration 37Q: 3 clusters Score -680611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -680614.812500 Penalty: 4507.845703
	Iteration 38Q: 3 clusters Score -680614.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -680619.562500 Penalty: 4507.845703
	Iteration 39Q: 3 clusters Score -680619.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -680621.687500 Penalty: 4507.845703
	Iteration 40F: 3 clusters Score -680621.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -680626.562500 Penalty: 4507.845703
	Iteration 41Q: 3 clusters Score -680626.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -680630.375000 Penalty: 4507.845703
	Iteration 42Q: 3 clusters Score -680630.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -680636.937500 Penalty: 4507.845703
	Iteration 43Q: 3 clusters Score -680636.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -680640.437500 Penalty: 4507.845703
	Iteration 44Q: 3 clusters Score -680640.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -680644.187500 Penalty: 4507.845703
	Iteration 45Q: 3 clusters Score -680644.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -680646.937500 Penalty: 4507.845703
	Iteration 46Q: 3 clusters Score -680646.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -680649.625000 Penalty: 4507.845703
	Iteration 47Q: 3 clusters Score -680649.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -680656.625000 Penalty: 4507.845703
	Iteration 48Q: 3 clusters Score -680656.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -680656.875000 Penalty: 4507.845703
	Iteration 49Q: 3 clusters Score -680656.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -680662.062500 Penalty: 4507.845703
	Iteration 50Q: 3 clusters Score -680662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -680663.500000 Penalty: 4507.845703
	Iteration 51Q: 3 clusters Score -680663.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -680670.812500 Penalty: 4507.845703
	Iteration 52Q: 3 clusters Score -680670.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -680673.687500 Penalty: 4507.845703
	Iteration 53Q: 3 clusters Score -680673.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -680675.875000 Penalty: 4507.845703
	Iteration 54Q: 3 clusters Score -680675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -680677.875000 Penalty: 4507.845703
	Iteration 55Q: 3 clusters Score -680677.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -680678.312500 Penalty: 4507.845703
	Iteration 56Q: 3 clusters Score -680678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -680677.812500 Penalty: 4507.845703
	Iteration 57Q: 3 clusters Score -680677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -680677.125000 Penalty: 4507.845703
	Iteration 58Q: 3 clusters Score -680677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -680679.750000 Penalty: 4507.845703
	Iteration 59Q: 3 clusters Score -680679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -680679.625000 Penalty: 4507.845703
	Iteration 60F: 3 clusters Score -680679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -680680.437500 Penalty: 4507.845703
	Iteration 61Q: 3 clusters Score -680680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -680682.062500 Penalty: 4507.845703
	Iteration 62Q: 3 clusters Score -680682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -680684.812500 Penalty: 4507.845703
	Iteration 63Q: 3 clusters Score -680684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -680687.312500 Penalty: 4507.845703
	Iteration 64Q: 3 clusters Score -680687.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -680688.500000 Penalty: 4507.845703
	Iteration 65Q: 3 clusters Score -680688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -680690.125000 Penalty: 4507.845703
	Iteration 66Q: 3 clusters Score -680690.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -680693.187500 Penalty: 4507.845703
	Iteration 67Q: 3 clusters Score -680693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -680693.937500 Penalty: 4507.845703
	Iteration 68Q: 3 clusters Score -680693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -680695.250000 Penalty: 4507.845703
	Iteration 69Q: 3 clusters Score -680695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -680695.125000 Penalty: 4507.845703
	Iteration 70Q: 3 clusters Score -680695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -680697.062500 Penalty: 4507.845703
	Iteration 71Q: 3 clusters Score -680697.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -680697.812500 Penalty: 4507.845703
	Iteration 72Q: 3 clusters Score -680697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -680699.812500 Penalty: 4507.845703
	Iteration 73Q: 3 clusters Score -680699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -680703.687500 Penalty: 4507.845703
	Iteration 74Q: 3 clusters Score -680703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -680703.187500 Penalty: 4507.845703
	Iteration 75Q: 3 clusters Score -680703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -680706.062500 Penalty: 4507.845703
	Iteration 76Q: 3 clusters Score -680706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -680705.250000 Penalty: 4507.845703
	Iteration 77Q: 3 clusters Score -680705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -680705.250000 Penalty: 4507.845703
	Iteration 78F: 3 clusters Score -680705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Entering Unmasked Estep 
Score: -287963.125000 Penalty: 2015.596191
	Iteration 0F: 2 clusters Score -287963.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -284437.750000 Penalty: 4031.192383
	Iteration 0F: 3 clusters Score -284437.8 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -285137.000000 Penalty: 4031.192383
	Iteration 1F: 3 clusters Score -285137 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -285309.375000 Penalty: 4031.192383
	Iteration 2F: 3 clusters Score -285309.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -285391.375000 Penalty: 4031.192383
	Iteration 3Q: 3 clusters Score -285391.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -285446.468750 Penalty: 4031.192383
	Iteration 4Q: 3 clusters Score -285446.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -285486.250000 Penalty: 4031.192383
	Iteration 5Q: 3 clusters Score -285486.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -285515.406250 Penalty: 4031.192383
	Iteration 6Q: 3 clusters Score -285515.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -285536.312500 Penalty: 4031.192383
	Iteration 7Q: 3 clusters Score -285536.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -285561.218750 Penalty: 4031.192383
	Iteration 8Q: 3 clusters Score -285561.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -285578.218750 Penalty: 4031.192383
	Iteration 9Q: 3 clusters Score -285578.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -285597.968750 Penalty: 4031.192383
	Iteration 10Q: 3 clusters Score -285598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -285615.218750 Penalty: 4031.192383
	Iteration 11Q: 3 clusters Score -285615.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -285623.093750 Penalty: 4031.192383
	Iteration 12Q: 3 clusters Score -285623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -285627.125000 Penalty: 4031.192383
	Iteration 13Q: 3 clusters Score -285627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -285630.875000 Penalty: 4031.192383
	Iteration 14Q: 3 clusters Score -285630.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -285634.625000 Penalty: 4031.192383
	Iteration 15Q: 3 clusters Score -285634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -285636.687500 Penalty: 4031.192383
	Iteration 16Q: 3 clusters Score -285636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -285639.687500 Penalty: 4031.192383
	Iteration 17Q: 3 clusters Score -285639.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -285643.562500 Penalty: 4031.192383
	Iteration 18Q: 3 clusters Score -285643.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -285645.500000 Penalty: 4031.192383
	Iteration 19Q: 3 clusters Score -285645.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -285648.843750 Penalty: 4031.192383
	Iteration 20F: 3 clusters Score -285648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -285650.906250 Penalty: 4031.192383
	Iteration 21Q: 3 clusters Score -285650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -285652.125000 Penalty: 4031.192383
	Iteration 22Q: 3 clusters Score -285652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -285655.031250 Penalty: 4031.192383
	Iteration 23Q: 3 clusters Score -285655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -285657.343750 Penalty: 4031.192383
	Iteration 24Q: 3 clusters Score -285657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -285660.718750 Penalty: 4031.192383
	Iteration 25Q: 3 clusters Score -285660.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -285663.125000 Penalty: 4031.192383
	Iteration 26Q: 3 clusters Score -285663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -285665.406250 Penalty: 4031.192383
	Iteration 27Q: 3 clusters Score -285665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -285666.968750 Penalty: 4031.192383
	Iteration 28Q: 3 clusters Score -285667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -285667.343750 Penalty: 4031.192383
	Iteration 29Q: 3 clusters Score -285667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -285669.500000 Penalty: 4031.192383
	Iteration 30Q: 3 clusters Score -285669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -285671.468750 Penalty: 4031.192383
	Iteration 31Q: 3 clusters Score -285671.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -285673.000000 Penalty: 4031.192383
	Iteration 32Q: 3 clusters Score -285673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -285675.000000 Penalty: 4031.192383
	Iteration 33Q: 3 clusters Score -285675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -285678.093750 Penalty: 4031.192383
	Iteration 34Q: 3 clusters Score -285678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -285679.687500 Penalty: 4031.192383
	Iteration 35Q: 3 clusters Score -285679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -285682.031250 Penalty: 4031.192383
	Iteration 36Q: 3 clusters Score -285682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -285683.250000 Penalty: 4031.192383
	Iteration 37Q: 3 clusters Score -285683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -285685.437500 Penalty: 4031.192383
	Iteration 38Q: 3 clusters Score -285685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -285685.312500 Penalty: 4031.192383
	Iteration 39Q: 3 clusters Score -285685.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -285686.000000 Penalty: 4031.192383
	Iteration 40F: 3 clusters Score -285686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -285686.812500 Penalty: 4031.192383
	Iteration 41Q: 3 clusters Score -285686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -285687.531250 Penalty: 4031.192383
	Iteration 42Q: 3 clusters Score -285687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -285687.812500 Penalty: 4031.192383
	Iteration 43Q: 3 clusters Score -285687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -285689.093750 Penalty: 4031.192383
	Iteration 44Q: 3 clusters Score -285689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -285690.406250 Penalty: 4031.192383
	Iteration 45Q: 3 clusters Score -285690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -285690.156250 Penalty: 4031.192383
	Iteration 46Q: 3 clusters Score -285690.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -285690.156250 Penalty: 4031.192383
	Iteration 47F: 3 clusters Score -285690.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Entering Unmasked Estep 
Score: -521117.062500 Penalty: 2154.987305
	Iteration 0F: 2 clusters Score -521117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -516043.406250 Penalty: 4309.974609
	Iteration 0F: 3 clusters Score -516043.4 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -517235.281250 Penalty: 4309.974609
	Iteration 1F: 3 clusters Score -517235.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -517444.750000 Penalty: 4309.974609
	Iteration 2F: 3 clusters Score -517444.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -517584.562500 Penalty: 4309.974609
	Iteration 3Q: 3 clusters Score -517584.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -517678.156250 Penalty: 4309.974609
	Iteration 4Q: 3 clusters Score -517678.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -517748.968750 Penalty: 4309.974609
	Iteration 5Q: 3 clusters Score -517749 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -517790.968750 Penalty: 4309.974609
	Iteration 6Q: 3 clusters Score -517791 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -517827.062500 Penalty: 4309.974609
	Iteration 7Q: 3 clusters Score -517827.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -517854.687500 Penalty: 4309.974609
	Iteration 8Q: 3 clusters Score -517854.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -517884.937500 Penalty: 4309.974609
	Iteration 9Q: 3 clusters Score -517884.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -517917.281250 Penalty: 4309.974609
	Iteration 10Q: 3 clusters Score -517917.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -517946.968750 Penalty: 4309.974609
	Iteration 11Q: 3 clusters Score -517947 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -517982.062500 Penalty: 4309.974609
	Iteration 12Q: 3 clusters Score -517982.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -518021.406250 Penalty: 4309.974609
	Iteration 13Q: 3 clusters Score -518021.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -518071.625000 Penalty: 4309.974609
	Iteration 14Q: 3 clusters Score -518071.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -518135.531250 Penalty: 4309.974609
	Iteration 15Q: 3 clusters Score -518135.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -518218.968750 Penalty: 4309.974609
	Iteration 16Q: 3 clusters Score -518219 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -518315.250000 Penalty: 4309.974609
	Iteration 17Q: 3 clusters Score -518315.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -518429.375000 Penalty: 4309.974609
	Iteration 18Q: 3 clusters Score -518429.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -518551.562500 Penalty: 4309.974609
	Iteration 19Q: 3 clusters Score -518551.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -518676.500000 Penalty: 4309.974609
	Iteration 20F: 3 clusters Score -518676.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -518769.375000 Penalty: 4309.974609
	Iteration 21Q: 3 clusters Score -518769.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -518842.843750 Penalty: 4309.974609
	Iteration 22Q: 3 clusters Score -518842.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -518906.750000 Penalty: 4309.974609
	Iteration 23Q: 3 clusters Score -518906.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -518964.843750 Penalty: 4309.974609
	Iteration 24Q: 3 clusters Score -518964.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -519018.875000 Penalty: 4309.974609
	Iteration 25Q: 3 clusters Score -519018.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -519075.187500 Penalty: 4309.974609
	Iteration 26Q: 3 clusters Score -519075.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -519117.531250 Penalty: 4309.974609
	Iteration 27Q: 3 clusters Score -519117.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -519152.031250 Penalty: 4309.974609
	Iteration 28Q: 3 clusters Score -519152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -519176.281250 Penalty: 4309.974609
	Iteration 29Q: 3 clusters Score -519176.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -519193.843750 Penalty: 4309.974609
	Iteration 30Q: 3 clusters Score -519193.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -519210.000000 Penalty: 4309.974609
	Iteration 31Q: 3 clusters Score -519210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -519221.812500 Penalty: 4309.974609
	Iteration 32Q: 3 clusters Score -519221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -519227.781250 Penalty: 4309.974609
	Iteration 33Q: 3 clusters Score -519227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -519231.406250 Penalty: 4309.974609
	Iteration 34Q: 3 clusters Score -519231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -519237.906250 Penalty: 4309.974609
	Iteration 35Q: 3 clusters Score -519237.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -519241.812500 Penalty: 4309.974609
	Iteration 36Q: 3 clusters Score -519241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -519246.625000 Penalty: 4309.974609
	Iteration 37Q: 3 clusters Score -519246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -519251.750000 Penalty: 4309.974609
	Iteration 38Q: 3 clusters Score -519251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -519257.156250 Penalty: 4309.974609
	Iteration 39Q: 3 clusters Score -519257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -519261.875000 Penalty: 4309.974609
	Iteration 40F: 3 clusters Score -519261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -519265.875000 Penalty: 4309.974609
	Iteration 41Q: 3 clusters Score -519265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -519270.593750 Penalty: 4309.974609
	Iteration 42Q: 3 clusters Score -519270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -519272.906250 Penalty: 4309.974609
	Iteration 43Q: 3 clusters Score -519272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -519275.218750 Penalty: 4309.974609
	Iteration 44Q: 3 clusters Score -519275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -519280.656250 Penalty: 4309.974609
	Iteration 45Q: 3 clusters Score -519280.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -519282.218750 Penalty: 4309.974609
	Iteration 46Q: 3 clusters Score -519282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -519283.343750 Penalty: 4309.974609
	Iteration 47Q: 3 clusters Score -519283.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -519283.343750 Penalty: 4309.974609
	Iteration 48F: 3 clusters Score -519283.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Entering Unmasked Estep 
Score: -1516413.625000 Penalty: 2421.684570
	Iteration 0F: 2 clusters Score -1516414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1504097.750000 Penalty: 4843.369141
	Iteration 0F: 3 clusters Score -1504098 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1508175.250000 Penalty: 4843.369141
	Iteration 1F: 3 clusters Score -1508175 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1508615.750000 Penalty: 4843.369141
	Iteration 2F: 3 clusters Score -1508616 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1509020.250000 Penalty: 4843.369141
	Iteration 3F: 3 clusters Score -1509020 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1509426.500000 Penalty: 4843.369141
	Iteration 4F: 3 clusters Score -1509426 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1509836.000000 Penalty: 4843.369141
	Iteration 5Q: 3 clusters Score -1509836 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1510275.250000 Penalty: 4843.369141
	Iteration 6Q: 3 clusters Score -1510275 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1510778.125000 Penalty: 4843.369141
	Iteration 7Q: 3 clusters Score -1510778 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1511320.375000 Penalty: 4843.369141
	Iteration 8Q: 3 clusters Score -1511320 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1511887.875000 Penalty: 4843.369141
	Iteration 9Q: 3 clusters Score -1511888 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1512450.125000 Penalty: 4843.369141
	Iteration 10Q: 3 clusters Score -1512450 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1512938.750000 Penalty: 4843.369141
	Iteration 11Q: 3 clusters Score -1512939 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1513284.750000 Penalty: 4843.369141
	Iteration 12Q: 3 clusters Score -1513285 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1513477.500000 Penalty: 4843.369141
	Iteration 13Q: 3 clusters Score -1513478 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1513580.250000 Penalty: 4843.369141
	Iteration 14Q: 3 clusters Score -1513580 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1513639.500000 Penalty: 4843.369141
	Iteration 15Q: 3 clusters Score -1513640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1513679.750000 Penalty: 4843.369141
	Iteration 16Q: 3 clusters Score -1513680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1513704.875000 Penalty: 4843.369141
	Iteration 17Q: 3 clusters Score -1513705 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1513731.625000 Penalty: 4843.369141
	Iteration 18Q: 3 clusters Score -1513732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1513756.000000 Penalty: 4843.369141
	Iteration 19Q: 3 clusters Score -1513756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1513766.875000 Penalty: 4843.369141
	Iteration 20F: 3 clusters Score -1513767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1513779.500000 Penalty: 4843.369141
	Iteration 21Q: 3 clusters Score -1513780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1513791.125000 Penalty: 4843.369141
	Iteration 22Q: 3 clusters Score -1513791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1513807.625000 Penalty: 4843.369141
	Iteration 23Q: 3 clusters Score -1513808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1513817.500000 Penalty: 4843.369141
	Iteration 24Q: 3 clusters Score -1513818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1513820.750000 Penalty: 4843.369141
	Iteration 25Q: 3 clusters Score -1513821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1513824.750000 Penalty: 4843.369141
	Iteration 26Q: 3 clusters Score -1513825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1513826.250000 Penalty: 4843.369141
	Iteration 27Q: 3 clusters Score -1513826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1513830.250000 Penalty: 4843.369141
	Iteration 28Q: 3 clusters Score -1513830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1513827.875000 Penalty: 4843.369141
	Iteration 29Q: 3 clusters Score -1513828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1513828.250000 Penalty: 4843.369141
	Iteration 30Q: 3 clusters Score -1513828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1513831.500000 Penalty: 4843.369141
	Iteration 31Q: 3 clusters Score -1513832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1513831.875000 Penalty: 4843.369141
	Iteration 32Q: 3 clusters Score -1513832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1513833.125000 Penalty: 4843.369141
	Iteration 33Q: 3 clusters Score -1513833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1513837.875000 Penalty: 4843.369141
	Iteration 34Q: 3 clusters Score -1513838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1513841.625000 Penalty: 4843.369141
	Iteration 35Q: 3 clusters Score -1513842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1513843.500000 Penalty: 4843.369141
	Iteration 36Q: 3 clusters Score -1513844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1513839.750000 Penalty: 4843.369141
	Iteration 37Q: 3 clusters Score -1513840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1513840.500000 Penalty: 4843.369141
	Iteration 38Q: 3 clusters Score -1513840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1513844.625000 Penalty: 4843.369141
	Iteration 39Q: 3 clusters Score -1513845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1513847.875000 Penalty: 4843.369141
	Iteration 40F: 3 clusters Score -1513848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1513849.625000 Penalty: 4843.369141
	Iteration 41Q: 3 clusters Score -1513850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1513849.750000 Penalty: 4843.369141
	Iteration 42Q: 3 clusters Score -1513850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1513854.500000 Penalty: 4843.369141
	Iteration 43Q: 3 clusters Score -1513854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1513857.625000 Penalty: 4843.369141
	Iteration 44Q: 3 clusters Score -1513858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1513859.000000 Penalty: 4843.369141
	Iteration 45Q: 3 clusters Score -1513859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1513860.500000 Penalty: 4843.369141
	Iteration 46Q: 3 clusters Score -1513860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1513859.250000 Penalty: 4843.369141
	Iteration 47Q: 3 clusters Score -1513859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1513861.875000 Penalty: 4843.369141
	Iteration 48Q: 3 clusters Score -1513862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1513863.125000 Penalty: 4843.369141
	Iteration 49Q: 3 clusters Score -1513863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1513865.125000 Penalty: 4843.369141
	Iteration 50Q: 3 clusters Score -1513865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1513864.500000 Penalty: 4843.369141
	Iteration 51Q: 3 clusters Score -1513864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1513865.625000 Penalty: 4843.369141
	Iteration 52Q: 3 clusters Score -1513866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1513866.625000 Penalty: 4843.369141
	Iteration 53Q: 3 clusters Score -1513867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1513865.000000 Penalty: 4843.369141
	Iteration 54Q: 3 clusters Score -1513865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1513864.375000 Penalty: 4843.369141
	Iteration 55Q: 3 clusters Score -1513864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1513866.000000 Penalty: 4843.369141
	Iteration 56Q: 3 clusters Score -1513866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1513866.750000 Penalty: 4843.369141
	Iteration 57Q: 3 clusters Score -1513867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1513864.625000 Penalty: 4843.369141
	Iteration 58Q: 3 clusters Score -1513865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1513861.875000 Penalty: 4843.369141
	Iteration 59Q: 3 clusters Score -1513862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1513861.375000 Penalty: 4843.369141
	Iteration 60F: 3 clusters Score -1513861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1513863.375000 Penalty: 4843.369141
	Iteration 61Q: 3 clusters Score -1513863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1513865.375000 Penalty: 4843.369141
	Iteration 62Q: 3 clusters Score -1513865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1513865.250000 Penalty: 4843.369141
	Iteration 63Q: 3 clusters Score -1513865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1513864.250000 Penalty: 4843.369141
	Iteration 64Q: 3 clusters Score -1513864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1513867.250000 Penalty: 4843.369141
	Iteration 65Q: 3 clusters Score -1513867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1513867.250000 Penalty: 4843.369141
	Iteration 66F: 3 clusters Score -1513867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Entering Unmasked Estep 
Score: -2499877.750000 Penalty: 2561.847168
	Iteration 0F: 2 clusters Score -2499878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2478919.250000 Penalty: 5123.694336
	Iteration 0F: 3 clusters Score -2478919 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2486501.000000 Penalty: 5123.694336
	Iteration 1F: 3 clusters Score -2486501 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2487146.750000 Penalty: 5123.694336
	Iteration 2F: 3 clusters Score -2487147 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2487833.750000 Penalty: 5123.694336
	Iteration 3F: 3 clusters Score -2487834 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2488642.250000 Penalty: 5123.694336
	Iteration 4F: 3 clusters Score -2488642 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2489486.000000 Penalty: 5123.694336
	Iteration 5F: 3 clusters Score -2489486 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2490469.250000 Penalty: 5123.694336
	Iteration 6F: 3 clusters Score -2490469 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2491661.750000 Penalty: 5123.694336
	Iteration 7F: 3 clusters Score -2491662 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2492888.750000 Penalty: 5123.694336
	Iteration 8F: 3 clusters Score -2492889 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2493938.500000 Penalty: 5123.694336
	Iteration 9F: 3 clusters Score -2493938 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2494679.250000 Penalty: 5123.694336
	Iteration 10Q: 3 clusters Score -2494679 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2495136.500000 Penalty: 5123.694336
	Iteration 11Q: 3 clusters Score -2495136 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2495442.000000 Penalty: 5123.694336
	Iteration 12Q: 3 clusters Score -2495442 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2495614.750000 Penalty: 5123.694336
	Iteration 13Q: 3 clusters Score -2495615 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2495767.750000 Penalty: 5123.694336
	Iteration 14Q: 3 clusters Score -2495768 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2495889.750000 Penalty: 5123.694336
	Iteration 15Q: 3 clusters Score -2495890 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2496016.750000 Penalty: 5123.694336
	Iteration 16Q: 3 clusters Score -2496017 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2496138.500000 Penalty: 5123.694336
	Iteration 17Q: 3 clusters Score -2496138 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2496247.500000 Penalty: 5123.694336
	Iteration 18Q: 3 clusters Score -2496248 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2496341.500000 Penalty: 5123.694336
	Iteration 19Q: 3 clusters Score -2496342 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2496432.250000 Penalty: 5123.694336
	Iteration 20F: 3 clusters Score -2496432 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2496524.750000 Penalty: 5123.694336
	Iteration 21Q: 3 clusters Score -2496525 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2496611.250000 Penalty: 5123.694336
	Iteration 22Q: 3 clusters Score -2496611 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2496709.500000 Penalty: 5123.694336
	Iteration 23Q: 3 clusters Score -2496710 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2496809.500000 Penalty: 5123.694336
	Iteration 24Q: 3 clusters Score -2496810 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2496896.250000 Penalty: 5123.694336
	Iteration 25Q: 3 clusters Score -2496896 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2496994.250000 Penalty: 5123.694336
	Iteration 26Q: 3 clusters Score -2496994 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2497100.500000 Penalty: 5123.694336
	Iteration 27Q: 3 clusters Score -2497100 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2497192.250000 Penalty: 5123.694336
	Iteration 28Q: 3 clusters Score -2497192 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2497256.250000 Penalty: 5123.694336
	Iteration 29Q: 3 clusters Score -2497256 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2497327.000000 Penalty: 5123.694336
	Iteration 30Q: 3 clusters Score -2497327 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2497405.000000 Penalty: 5123.694336
	Iteration 31Q: 3 clusters Score -2497405 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2497470.000000 Penalty: 5123.694336
	Iteration 32Q: 3 clusters Score -2497470 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2497535.250000 Penalty: 5123.694336
	Iteration 33Q: 3 clusters Score -2497535 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2497603.250000 Penalty: 5123.694336
	Iteration 34Q: 3 clusters Score -2497603 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2497661.500000 Penalty: 5123.694336
	Iteration 35Q: 3 clusters Score -2497662 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2497720.250000 Penalty: 5123.694336
	Iteration 36Q: 3 clusters Score -2497720 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2497780.750000 Penalty: 5123.694336
	Iteration 37Q: 3 clusters Score -2497781 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2497835.750000 Penalty: 5123.694336
	Iteration 38Q: 3 clusters Score -2497836 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2497886.250000 Penalty: 5123.694336
	Iteration 39Q: 3 clusters Score -2497886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2497933.500000 Penalty: 5123.694336
	Iteration 40F: 3 clusters Score -2497934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2497970.500000 Penalty: 5123.694336
	Iteration 41Q: 3 clusters Score -2497970 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2498006.500000 Penalty: 5123.694336
	Iteration 42Q: 3 clusters Score -2498006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2498043.250000 Penalty: 5123.694336
	Iteration 43Q: 3 clusters Score -2498043 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2498081.500000 Penalty: 5123.694336
	Iteration 44Q: 3 clusters Score -2498082 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2498117.750000 Penalty: 5123.694336
	Iteration 45Q: 3 clusters Score -2498118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2498143.000000 Penalty: 5123.694336
	Iteration 46Q: 3 clusters Score -2498143 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2498155.750000 Penalty: 5123.694336
	Iteration 47Q: 3 clusters Score -2498156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2498178.000000 Penalty: 5123.694336
	Iteration 48Q: 3 clusters Score -2498178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2498191.750000 Penalty: 5123.694336
	Iteration 49Q: 3 clusters Score -2498192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2498200.750000 Penalty: 5123.694336
	Iteration 50Q: 3 clusters Score -2498201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2498219.000000 Penalty: 5123.694336
	Iteration 51Q: 3 clusters Score -2498219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2498232.000000 Penalty: 5123.694336
	Iteration 52Q: 3 clusters Score -2498232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2498260.250000 Penalty: 5123.694336
	Iteration 53Q: 3 clusters Score -2498260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2498276.750000 Penalty: 5123.694336
	Iteration 54Q: 3 clusters Score -2498277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2498284.000000 Penalty: 5123.694336
	Iteration 55Q: 3 clusters Score -2498284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2498290.500000 Penalty: 5123.694336
	Iteration 56Q: 3 clusters Score -2498290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2498293.500000 Penalty: 5123.694336
	Iteration 57Q: 3 clusters Score -2498294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2498306.750000 Penalty: 5123.694336
	Iteration 58Q: 3 clusters Score -2498307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2498316.000000 Penalty: 5123.694336
	Iteration 59Q: 3 clusters Score -2498316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2498312.750000 Penalty: 5123.694336
	Iteration 60F: 3 clusters Score -2498313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2498318.250000 Penalty: 5123.694336
	Iteration 61Q: 3 clusters Score -2498318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2498320.750000 Penalty: 5123.694336
	Iteration 62Q: 3 clusters Score -2498321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2498322.500000 Penalty: 5123.694336
	Iteration 63Q: 3 clusters Score -2498322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2498322.750000 Penalty: 5123.694336
	Iteration 64Q: 3 clusters Score -2498323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2498327.000000 Penalty: 5123.694336
	Iteration 65Q: 3 clusters Score -2498327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2498326.250000 Penalty: 5123.694336
	Iteration 66Q: 3 clusters Score -2498326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2498330.250000 Penalty: 5123.694336
	Iteration 67Q: 3 clusters Score -2498330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2498329.500000 Penalty: 5123.694336
	Iteration 68Q: 3 clusters Score -2498330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2498331.000000 Penalty: 5123.694336
	Iteration 69Q: 3 clusters Score -2498331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2498337.000000 Penalty: 5123.694336
	Iteration 70Q: 3 clusters Score -2498337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2498338.500000 Penalty: 5123.694336
	Iteration 71Q: 3 clusters Score -2498338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2498346.000000 Penalty: 5123.694336
	Iteration 72Q: 3 clusters Score -2498346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2498344.250000 Penalty: 5123.694336
	Iteration 73Q: 3 clusters Score -2498344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2498344.250000 Penalty: 5123.694336
	Iteration 74Q: 3 clusters Score -2498344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2498348.750000 Penalty: 5123.694336
	Iteration 75Q: 3 clusters Score -2498349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2498350.750000 Penalty: 5123.694336
	Iteration 76Q: 3 clusters Score -2498351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2498349.250000 Penalty: 5123.694336
	Iteration 77Q: 3 clusters Score -2498349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2498351.750000 Penalty: 5123.694336
	Iteration 78Q: 3 clusters Score -2498352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2498351.500000 Penalty: 5123.694336
	Iteration 79Q: 3 clusters Score -2498352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2498347.250000 Penalty: 5123.694336
	Iteration 80F: 3 clusters Score -2498347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2498357.250000 Penalty: 5123.694336
	Iteration 81Q: 3 clusters Score -2498357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2498357.500000 Penalty: 5123.694336
	Iteration 82Q: 3 clusters Score -2498358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2498360.000000 Penalty: 5123.694336
	Iteration 83Q: 3 clusters Score -2498360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2498368.500000 Penalty: 5123.694336
	Iteration 84Q: 3 clusters Score -2498368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2498364.500000 Penalty: 5123.694336
	Iteration 85Q: 3 clusters Score -2498364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2498370.000000 Penalty: 5123.694336
	Iteration 86Q: 3 clusters Score -2498370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2498371.000000 Penalty: 5123.694336
	Iteration 87Q: 3 clusters Score -2498371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2498372.250000 Penalty: 5123.694336
	Iteration 88Q: 3 clusters Score -2498372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2498375.500000 Penalty: 5123.694336
	Iteration 89Q: 3 clusters Score -2498376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2498380.250000 Penalty: 5123.694336
	Iteration 90Q: 3 clusters Score -2498380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2498380.000000 Penalty: 5123.694336
	Iteration 91Q: 3 clusters Score -2498380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2498379.250000 Penalty: 5123.694336
	Iteration 92Q: 3 clusters Score -2498379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2498381.500000 Penalty: 5123.694336
	Iteration 93Q: 3 clusters Score -2498382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2498385.000000 Penalty: 5123.694336
	Iteration 94Q: 3 clusters Score -2498385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2498390.000000 Penalty: 5123.694336
	Iteration 95Q: 3 clusters Score -2498390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2498392.500000 Penalty: 5123.694336
	Iteration 96Q: 3 clusters Score -2498392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2498396.250000 Penalty: 5123.694336
	Iteration 97Q: 3 clusters Score -2498396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2498400.750000 Penalty: 5123.694336
	Iteration 98Q: 3 clusters Score -2498401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2498402.500000 Penalty: 5123.694336
	Iteration 99Q: 3 clusters Score -2498402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2498404.750000 Penalty: 5123.694336
	Iteration 100F: 3 clusters Score -2498405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2498403.250000 Penalty: 5123.694336
	Iteration 101Q: 3 clusters Score -2498403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2498401.500000 Penalty: 5123.694336
	Iteration 102Q: 3 clusters Score -2498402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2498404.250000 Penalty: 5123.694336
	Iteration 103Q: 3 clusters Score -2498404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2498403.000000 Penalty: 5123.694336
	Iteration 104Q: 3 clusters Score -2498403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2498403.750000 Penalty: 5123.694336
	Iteration 105Q: 3 clusters Score -2498404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2498403.000000 Penalty: 5123.694336
	Iteration 106Q: 3 clusters Score -2498403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2498408.500000 Penalty: 5123.694336
	Iteration 107Q: 3 clusters Score -2498408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2498410.500000 Penalty: 5123.694336
	Iteration 108Q: 3 clusters Score -2498410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2498410.500000 Penalty: 5123.694336
	Iteration 109Q: 3 clusters Score -2498410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2498408.750000 Penalty: 5123.694336
	Iteration 110Q: 3 clusters Score -2498409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2498409.750000 Penalty: 5123.694336
	Iteration 111Q: 3 clusters Score -2498410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2498409.750000 Penalty: 5123.694336
	Iteration 112F: 3 clusters Score -2498410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Entering Unmasked Estep 
Score: -3486907.000000 Penalty: 2635.157471
	Iteration 0F: 2 clusters Score -3486907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3458973.500000 Penalty: 5270.314941
	Iteration 0F: 3 clusters Score -3458974 nChanged 18887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3469612.250000 Penalty: 5270.314941
	Iteration 1F: 3 clusters Score -3469612 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3470423.250000 Penalty: 5270.314941
	Iteration 2Q: 3 clusters Score -3470423 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3471515.250000 Penalty: 5270.314941
	Iteration 3F: 3 clusters Score -3471515 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3472932.250000 Penalty: 5270.314941
	Iteration 4F: 3 clusters Score -3472932 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3474742.000000 Penalty: 5270.314941
	Iteration 5F: 3 clusters Score -3474742 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3476836.250000 Penalty: 5270.314941
	Iteration 6F: 3 clusters Score -3476836 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3478921.750000 Penalty: 5270.314941
	Iteration 7F: 3 clusters Score -3478922 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -3480651.000000 Penalty: 5270.314941
	Iteration 8F: 3 clusters Score -3480651 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -3482048.000000 Penalty: 5270.314941
	Iteration 9Q: 3 clusters Score -3482048 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -3483155.750000 Penalty: 5270.314941
	Iteration 10Q: 3 clusters Score -3483156 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -3483864.500000 Penalty: 5270.314941
	Iteration 11Q: 3 clusters Score -3483864 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -3484276.000000 Penalty: 5270.314941
	Iteration 12Q: 3 clusters Score -3484276 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -3484471.500000 Penalty: 5270.314941
	Iteration 13Q: 3 clusters Score -3484472 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -3484575.750000 Penalty: 5270.314941
	Iteration 14Q: 3 clusters Score -3484576 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -3484654.750000 Penalty: 5270.314941
	Iteration 15Q: 3 clusters Score -3484655 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -3484709.000000 Penalty: 5270.314941
	Iteration 16Q: 3 clusters Score -3484709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -3484738.250000 Penalty: 5270.314941
	Iteration 17Q: 3 clusters Score -3484738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -3484761.750000 Penalty: 5270.314941
	Iteration 18Q: 3 clusters Score -3484762 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -3484768.250000 Penalty: 5270.314941
	Iteration 19Q: 3 clusters Score -3484768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -3484776.500000 Penalty: 5270.314941
	Iteration 20F: 3 clusters Score -3484776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -3484786.750000 Penalty: 5270.314941
	Iteration 21Q: 3 clusters Score -3484787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -3484798.500000 Penalty: 5270.314941
	Iteration 22Q: 3 clusters Score -3484798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -3484813.000000 Penalty: 5270.314941
	Iteration 23Q: 3 clusters Score -3484813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -3484815.000000 Penalty: 5270.314941
	Iteration 24Q: 3 clusters Score -3484815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -3484831.500000 Penalty: 5270.314941
	Iteration 25Q: 3 clusters Score -3484832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -3484831.750000 Penalty: 5270.314941
	Iteration 26Q: 3 clusters Score -3484832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -3484842.750000 Penalty: 5270.314941
	Iteration 27Q: 3 clusters Score -3484843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -3484858.750000 Penalty: 5270.314941
	Iteration 28Q: 3 clusters Score -3484859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -3484854.250000 Penalty: 5270.314941
	Iteration 29Q: 3 clusters Score -3484854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -3484859.750000 Penalty: 5270.314941
	Iteration 30Q: 3 clusters Score -3484860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -3484856.000000 Penalty: 5270.314941
	Iteration 31Q: 3 clusters Score -3484856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -3484865.750000 Penalty: 5270.314941
	Iteration 32Q: 3 clusters Score -3484866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -3484865.500000 Penalty: 5270.314941
	Iteration 33Q: 3 clusters Score -3484866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -3484868.250000 Penalty: 5270.314941
	Iteration 34Q: 3 clusters Score -3484868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -3484867.000000 Penalty: 5270.314941
	Iteration 35Q: 3 clusters Score -3484867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -3484868.750000 Penalty: 5270.314941
	Iteration 36Q: 3 clusters Score -3484869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -3484871.000000 Penalty: 5270.314941
	Iteration 37Q: 3 clusters Score -3484871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -3484869.250000 Penalty: 5270.314941
	Iteration 38Q: 3 clusters Score -3484869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -3484868.750000 Penalty: 5270.314941
	Iteration 39Q: 3 clusters Score -3484869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -3484872.500000 Penalty: 5270.314941
	Iteration 40F: 3 clusters Score -3484872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -3484873.250000 Penalty: 5270.314941
	Iteration 41Q: 3 clusters Score -3484873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -3484873.250000 Penalty: 5270.314941
	Iteration 42Q: 3 clusters Score -3484873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -3484873.000000 Penalty: 5270.314941
	Iteration 43Q: 3 clusters Score -3484873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -3484881.000000 Penalty: 5270.314941
	Iteration 44Q: 3 clusters Score -3484881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -3484884.750000 Penalty: 5270.314941
	Iteration 45Q: 3 clusters Score -3484885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -3484877.750000 Penalty: 5270.314941
	Iteration 46Q: 3 clusters Score -3484878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -3484883.500000 Penalty: 5270.314941
	Iteration 47Q: 3 clusters Score -3484884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -3484887.000000 Penalty: 5270.314941
	Iteration 48Q: 3 clusters Score -3484887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -3484882.500000 Penalty: 5270.314941
	Iteration 49Q: 3 clusters Score -3484882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -3484884.750000 Penalty: 5270.314941
	Iteration 50Q: 3 clusters Score -3484885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -3484883.500000 Penalty: 5270.314941
	Iteration 51Q: 3 clusters Score -3484884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -3484884.750000 Penalty: 5270.314941
	Iteration 52Q: 3 clusters Score -3484885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -3484884.750000 Penalty: 5270.314941
	Iteration 53F: 3 clusters Score -3484885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Entering Unmasked Estep 
Score: -1050026.875000 Penalty: 2344.337158
	Iteration 0F: 2 clusters Score -1050027 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 6438 members 
Entering Unmasked Estep 
Score: -1040541.812500 Penalty: 4688.674316
	Iteration 0F: 3 clusters Score -1040542 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1043499.562500 Penalty: 4688.674316
	Iteration 1F: 3 clusters Score -1043500 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1043864.062500 Penalty: 4688.674316
	Iteration 2F: 3 clusters Score -1043864 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1044184.812500 Penalty: 4688.674316
	Iteration 3F: 3 clusters Score -1044185 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1044516.812500 Penalty: 4688.674316
	Iteration 4Q: 3 clusters Score -1044517 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1044860.625000 Penalty: 4688.674316
	Iteration 5Q: 3 clusters Score -1044861 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1045249.812500 Penalty: 4688.674316
	Iteration 6Q: 3 clusters Score -1045250 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1045711.312500 Penalty: 4688.674316
	Iteration 7F: 3 clusters Score -1045711 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1046159.812500 Penalty: 4688.674316
	Iteration 8F: 3 clusters Score -1046160 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1046584.187500 Penalty: 4688.674316
	Iteration 9Q: 3 clusters Score -1046584 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1046918.812500 Penalty: 4688.674316
	Iteration 10Q: 3 clusters Score -1046919 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1047182.187500 Penalty: 4688.674316
	Iteration 11Q: 3 clusters Score -1047182 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1047363.750000 Penalty: 4688.674316
	Iteration 12Q: 3 clusters Score -1047364 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1047497.937500 Penalty: 4688.674316
	Iteration 13Q: 3 clusters Score -1047498 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1047607.125000 Penalty: 4688.674316
	Iteration 14Q: 3 clusters Score -1047607 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1047677.312500 Penalty: 4688.674316
	Iteration 15Q: 3 clusters Score -1047677 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1047732.437500 Penalty: 4688.674316
	Iteration 16Q: 3 clusters Score -1047732 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1047791.750000 Penalty: 4688.674316
	Iteration 17Q: 3 clusters Score -1047792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1047837.187500 Penalty: 4688.674316
	Iteration 18Q: 3 clusters Score -1047837 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1047875.125000 Penalty: 4688.674316
	Iteration 19Q: 3 clusters Score -1047875 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1047896.500000 Penalty: 4688.674316
	Iteration 20F: 3 clusters Score -1047896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1047911.500000 Penalty: 4688.674316
	Iteration 21Q: 3 clusters Score -1047912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1047922.187500 Penalty: 4688.674316
	Iteration 22Q: 3 clusters Score -1047922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1047932.812500 Penalty: 4688.674316
	Iteration 23Q: 3 clusters Score -1047933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1047946.937500 Penalty: 4688.674316
	Iteration 24Q: 3 clusters Score -1047947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1047957.625000 Penalty: 4688.674316
	Iteration 25Q: 3 clusters Score -1047958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1047966.000000 Penalty: 4688.674316
	Iteration 26Q: 3 clusters Score -1047966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1047977.125000 Penalty: 4688.674316
	Iteration 27Q: 3 clusters Score -1047977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1047986.187500 Penalty: 4688.674316
	Iteration 28Q: 3 clusters Score -1047986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1047994.750000 Penalty: 4688.674316
	Iteration 29Q: 3 clusters Score -1047995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1048000.562500 Penalty: 4688.674316
	Iteration 30Q: 3 clusters Score -1048001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1048004.125000 Penalty: 4688.674316
	Iteration 31Q: 3 clusters Score -1048004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1048012.312500 Penalty: 4688.674316
	Iteration 32Q: 3 clusters Score -1048012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1048017.250000 Penalty: 4688.674316
	Iteration 33Q: 3 clusters Score -1048017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1048022.187500 Penalty: 4688.674316
	Iteration 34Q: 3 clusters Score -1048022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1048023.750000 Penalty: 4688.674316
	Iteration 35Q: 3 clusters Score -1048024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1048028.250000 Penalty: 4688.674316
	Iteration 36Q: 3 clusters Score -1048028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1048027.437500 Penalty: 4688.674316
	Iteration 37Q: 3 clusters Score -1048027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1048027.812500 Penalty: 4688.674316
	Iteration 38Q: 3 clusters Score -1048028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1048029.187500 Penalty: 4688.674316
	Iteration 39Q: 3 clusters Score -1048029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1048032.437500 Penalty: 4688.674316
	Iteration 40F: 3 clusters Score -1048032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1048032.437500 Penalty: 4688.674316
	Iteration 41Q: 3 clusters Score -1048032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1048034.687500 Penalty: 4688.674316
	Iteration 42Q: 3 clusters Score -1048035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1048033.937500 Penalty: 4688.674316
	Iteration 43Q: 3 clusters Score -1048034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1048033.250000 Penalty: 4688.674316
	Iteration 44Q: 3 clusters Score -1048033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1048034.687500 Penalty: 4688.674316
	Iteration 45Q: 3 clusters Score -1048035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1048034.875000 Penalty: 4688.674316
	Iteration 46Q: 3 clusters Score -1048035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1048035.000000 Penalty: 4688.674316
	Iteration 47Q: 3 clusters Score -1048035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1048034.187500 Penalty: 4688.674316
	Iteration 48Q: 3 clusters Score -1048034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1048036.687500 Penalty: 4688.674316
	Iteration 49Q: 3 clusters Score -1048037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1048036.875000 Penalty: 4688.674316
	Iteration 50Q: 3 clusters Score -1048037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1048037.812500 Penalty: 4688.674316
	Iteration 51Q: 3 clusters Score -1048038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1048036.437500 Penalty: 4688.674316
	Iteration 52Q: 3 clusters Score -1048036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1048038.625000 Penalty: 4688.674316
	Iteration 53Q: 3 clusters Score -1048039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1048040.125000 Penalty: 4688.674316
	Iteration 54Q: 3 clusters Score -1048040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1048041.375000 Penalty: 4688.674316
	Iteration 55Q: 3 clusters Score -1048041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1048041.375000 Penalty: 4688.674316
	Iteration 56F: 3 clusters Score -1048041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Entering Unmasked Estep 
Score: -1616059.625000 Penalty: 2438.945801
	Iteration 0F: 2 clusters Score -1616060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1602878.875000 Penalty: 4877.891602
	Iteration 0F: 3 clusters Score -1602879 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1607304.000000 Penalty: 4877.891602
	Iteration 1F: 3 clusters Score -1607304 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1607697.500000 Penalty: 4877.891602
	Iteration 2F: 3 clusters Score -1607698 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1607989.375000 Penalty: 4877.891602
	Iteration 3Q: 3 clusters Score -1607989 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1608248.000000 Penalty: 4877.891602
	Iteration 4Q: 3 clusters Score -1608248 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1608501.375000 Penalty: 4877.891602
	Iteration 5Q: 3 clusters Score -1608501 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1608768.500000 Penalty: 4877.891602
	Iteration 6Q: 3 clusters Score -1608768 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1609068.625000 Penalty: 4877.891602
	Iteration 7Q: 3 clusters Score -1609069 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1609426.750000 Penalty: 4877.891602
	Iteration 8Q: 3 clusters Score -1609427 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1609839.250000 Penalty: 4877.891602
	Iteration 9Q: 3 clusters Score -1609839 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1610303.000000 Penalty: 4877.891602
	Iteration 10Q: 3 clusters Score -1610303 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1610827.500000 Penalty: 4877.891602
	Iteration 11Q: 3 clusters Score -1610828 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1611349.250000 Penalty: 4877.891602
	Iteration 12Q: 3 clusters Score -1611349 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1611822.500000 Penalty: 4877.891602
	Iteration 13Q: 3 clusters Score -1611822 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1612239.000000 Penalty: 4877.891602
	Iteration 14Q: 3 clusters Score -1612239 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1612595.500000 Penalty: 4877.891602
	Iteration 15Q: 3 clusters Score -1612596 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1612917.250000 Penalty: 4877.891602
	Iteration 16Q: 3 clusters Score -1612917 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1613164.250000 Penalty: 4877.891602
	Iteration 17Q: 3 clusters Score -1613164 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1613348.750000 Penalty: 4877.891602
	Iteration 18Q: 3 clusters Score -1613349 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1613488.875000 Penalty: 4877.891602
	Iteration 19Q: 3 clusters Score -1613489 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1613593.250000 Penalty: 4877.891602
	Iteration 20F: 3 clusters Score -1613593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1613670.750000 Penalty: 4877.891602
	Iteration 21Q: 3 clusters Score -1613671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1613729.875000 Penalty: 4877.891602
	Iteration 22Q: 3 clusters Score -1613730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1613775.375000 Penalty: 4877.891602
	Iteration 23Q: 3 clusters Score -1613775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1613799.375000 Penalty: 4877.891602
	Iteration 24Q: 3 clusters Score -1613799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1613823.875000 Penalty: 4877.891602
	Iteration 25Q: 3 clusters Score -1613824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1613843.250000 Penalty: 4877.891602
	Iteration 26Q: 3 clusters Score -1613843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1613861.500000 Penalty: 4877.891602
	Iteration 27Q: 3 clusters Score -1613862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1613882.750000 Penalty: 4877.891602
	Iteration 28Q: 3 clusters Score -1613883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1613892.750000 Penalty: 4877.891602
	Iteration 29Q: 3 clusters Score -1613893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1613901.375000 Penalty: 4877.891602
	Iteration 30Q: 3 clusters Score -1613901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1613910.250000 Penalty: 4877.891602
	Iteration 31Q: 3 clusters Score -1613910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1613916.625000 Penalty: 4877.891602
	Iteration 32Q: 3 clusters Score -1613917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1613923.750000 Penalty: 4877.891602
	Iteration 33Q: 3 clusters Score -1613924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1613927.625000 Penalty: 4877.891602
	Iteration 34Q: 3 clusters Score -1613928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1613936.000000 Penalty: 4877.891602
	Iteration 35Q: 3 clusters Score -1613936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1613938.250000 Penalty: 4877.891602
	Iteration 36Q: 3 clusters Score -1613938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1613938.125000 Penalty: 4877.891602
	Iteration 37Q: 3 clusters Score -1613938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1613939.125000 Penalty: 4877.891602
	Iteration 38Q: 3 clusters Score -1613939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1613943.000000 Penalty: 4877.891602
	Iteration 39Q: 3 clusters Score -1613943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1613945.875000 Penalty: 4877.891602
	Iteration 40F: 3 clusters Score -1613946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1613947.625000 Penalty: 4877.891602
	Iteration 41Q: 3 clusters Score -1613948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1613947.625000 Penalty: 4877.891602
	Iteration 42F: 3 clusters Score -1613948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Entering Unmasked Estep 
Score: -1074180.875000 Penalty: 2334.433105
	Iteration 0F: 2 clusters Score -1074181 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 6183 members 
Entering Unmasked Estep 
Score: -1065058.250000 Penalty: 4668.866211
	Iteration 0F: 3 clusters Score -1065058 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1067985.875000 Penalty: 4668.866211
	Iteration 1F: 3 clusters Score -1067986 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1068501.375000 Penalty: 4668.866211
	Iteration 2F: 3 clusters Score -1068501 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1068932.875000 Penalty: 4668.866211
	Iteration 3F: 3 clusters Score -1068933 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1069305.125000 Penalty: 4668.866211
	Iteration 4F: 3 clusters Score -1069305 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1069644.000000 Penalty: 4668.866211
	Iteration 5Q: 3 clusters Score -1069644 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1069998.375000 Penalty: 4668.866211
	Iteration 6Q: 3 clusters Score -1069998 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1070288.875000 Penalty: 4668.866211
	Iteration 7Q: 3 clusters Score -1070289 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1070494.250000 Penalty: 4668.866211
	Iteration 8Q: 3 clusters Score -1070494 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1070663.875000 Penalty: 4668.866211
	Iteration 9Q: 3 clusters Score -1070664 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1070806.375000 Penalty: 4668.866211
	Iteration 10Q: 3 clusters Score -1070806 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1070914.000000 Penalty: 4668.866211
	Iteration 11Q: 3 clusters Score -1070914 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1070990.875000 Penalty: 4668.866211
	Iteration 12Q: 3 clusters Score -1070991 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1071065.750000 Penalty: 4668.866211
	Iteration 13Q: 3 clusters Score -1071066 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1071129.875000 Penalty: 4668.866211
	Iteration 14Q: 3 clusters Score -1071130 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1071186.250000 Penalty: 4668.866211
	Iteration 15Q: 3 clusters Score -1071186 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1071245.250000 Penalty: 4668.866211
	Iteration 16Q: 3 clusters Score -1071245 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1071302.000000 Penalty: 4668.866211
	Iteration 17Q: 3 clusters Score -1071302 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1071341.375000 Penalty: 4668.866211
	Iteration 18Q: 3 clusters Score -1071341 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1071379.625000 Penalty: 4668.866211
	Iteration 19Q: 3 clusters Score -1071380 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1071411.625000 Penalty: 4668.866211
	Iteration 20F: 3 clusters Score -1071412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1071435.375000 Penalty: 4668.866211
	Iteration 21Q: 3 clusters Score -1071435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1071453.750000 Penalty: 4668.866211
	Iteration 22Q: 3 clusters Score -1071454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1071482.125000 Penalty: 4668.866211
	Iteration 23Q: 3 clusters Score -1071482 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1071508.875000 Penalty: 4668.866211
	Iteration 24Q: 3 clusters Score -1071509 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1071542.250000 Penalty: 4668.866211
	Iteration 25Q: 3 clusters Score -1071542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1071576.125000 Penalty: 4668.866211
	Iteration 26Q: 3 clusters Score -1071576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1071616.125000 Penalty: 4668.866211
	Iteration 27Q: 3 clusters Score -1071616 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1071652.875000 Penalty: 4668.866211
	Iteration 28Q: 3 clusters Score -1071653 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1071683.125000 Penalty: 4668.866211
	Iteration 29Q: 3 clusters Score -1071683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1071714.875000 Penalty: 4668.866211
	Iteration 30Q: 3 clusters Score -1071715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1071760.125000 Penalty: 4668.866211
	Iteration 31Q: 3 clusters Score -1071760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1071807.875000 Penalty: 4668.866211
	Iteration 32Q: 3 clusters Score -1071808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1071857.250000 Penalty: 4668.866211
	Iteration 33Q: 3 clusters Score -1071857 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1071907.125000 Penalty: 4668.866211
	Iteration 34Q: 3 clusters Score -1071907 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1071945.250000 Penalty: 4668.866211
	Iteration 35Q: 3 clusters Score -1071945 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1071981.375000 Penalty: 4668.866211
	Iteration 36Q: 3 clusters Score -1071981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1072027.375000 Penalty: 4668.866211
	Iteration 37Q: 3 clusters Score -1072027 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1072058.250000 Penalty: 4668.866211
	Iteration 38Q: 3 clusters Score -1072058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1072097.000000 Penalty: 4668.866211
	Iteration 39Q: 3 clusters Score -1072097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1072123.875000 Penalty: 4668.866211
	Iteration 40F: 3 clusters Score -1072124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1072137.625000 Penalty: 4668.866211
	Iteration 41Q: 3 clusters Score -1072138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1072157.750000 Penalty: 4668.866211
	Iteration 42Q: 3 clusters Score -1072158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1072174.500000 Penalty: 4668.866211
	Iteration 43Q: 3 clusters Score -1072174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1072195.250000 Penalty: 4668.866211
	Iteration 44Q: 3 clusters Score -1072195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1072215.250000 Penalty: 4668.866211
	Iteration 45Q: 3 clusters Score -1072215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1072226.875000 Penalty: 4668.866211
	Iteration 46Q: 3 clusters Score -1072227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1072236.750000 Penalty: 4668.866211
	Iteration 47Q: 3 clusters Score -1072237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1072242.500000 Penalty: 4668.866211
	Iteration 48Q: 3 clusters Score -1072242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1072249.875000 Penalty: 4668.866211
	Iteration 49Q: 3 clusters Score -1072250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1072262.000000 Penalty: 4668.866211
	Iteration 50Q: 3 clusters Score -1072262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1072274.375000 Penalty: 4668.866211
	Iteration 51Q: 3 clusters Score -1072274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1072286.625000 Penalty: 4668.866211
	Iteration 52Q: 3 clusters Score -1072287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1072289.125000 Penalty: 4668.866211
	Iteration 53Q: 3 clusters Score -1072289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1072296.750000 Penalty: 4668.866211
	Iteration 54Q: 3 clusters Score -1072297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1072301.125000 Penalty: 4668.866211
	Iteration 55Q: 3 clusters Score -1072301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1072305.375000 Penalty: 4668.866211
	Iteration 56Q: 3 clusters Score -1072305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1072311.875000 Penalty: 4668.866211
	Iteration 57Q: 3 clusters Score -1072312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1072315.875000 Penalty: 4668.866211
	Iteration 58Q: 3 clusters Score -1072316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1072323.500000 Penalty: 4668.866211
	Iteration 59Q: 3 clusters Score -1072324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1072331.375000 Penalty: 4668.866211
	Iteration 60F: 3 clusters Score -1072331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1072334.250000 Penalty: 4668.866211
	Iteration 61Q: 3 clusters Score -1072334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1072337.625000 Penalty: 4668.866211
	Iteration 62Q: 3 clusters Score -1072338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1072341.625000 Penalty: 4668.866211
	Iteration 63Q: 3 clusters Score -1072342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1072342.500000 Penalty: 4668.866211
	Iteration 64Q: 3 clusters Score -1072342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1072342.750000 Penalty: 4668.866211
	Iteration 65Q: 3 clusters Score -1072343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1072346.250000 Penalty: 4668.866211
	Iteration 66Q: 3 clusters Score -1072346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1072346.750000 Penalty: 4668.866211
	Iteration 67Q: 3 clusters Score -1072347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1072345.625000 Penalty: 4668.866211
	Iteration 68Q: 3 clusters Score -1072346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1072345.500000 Penalty: 4668.866211
	Iteration 69Q: 3 clusters Score -1072346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1072345.500000 Penalty: 4668.866211
	Iteration 70F: 3 clusters Score -1072346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Entering Unmasked Estep 
Score: -671519.500000 Penalty: 2245.372314
	Iteration 0F: 2 clusters Score -671519.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -664794.750000 Penalty: 4490.744629
	Iteration 0F: 3 clusters Score -664794.8 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -666774.062500 Penalty: 4490.744629
	Iteration 1F: 3 clusters Score -666774.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -667168.000000 Penalty: 4490.744629
	Iteration 2F: 3 clusters Score -667168 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -667472.125000 Penalty: 4490.744629
	Iteration 3F: 3 clusters Score -667472.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -667723.125000 Penalty: 4490.744629
	Iteration 4Q: 3 clusters Score -667723.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -667963.812500 Penalty: 4490.744629
	Iteration 5Q: 3 clusters Score -667963.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -668210.625000 Penalty: 4490.744629
	Iteration 6Q: 3 clusters Score -668210.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -668483.187500 Penalty: 4490.744629
	Iteration 7Q: 3 clusters Score -668483.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -668742.500000 Penalty: 4490.744629
	Iteration 8Q: 3 clusters Score -668742.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -668973.187500 Penalty: 4490.744629
	Iteration 9Q: 3 clusters Score -668973.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -669180.875000 Penalty: 4490.744629
	Iteration 10Q: 3 clusters Score -669180.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -669385.250000 Penalty: 4490.744629
	Iteration 11Q: 3 clusters Score -669385.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -669606.312500 Penalty: 4490.744629
	Iteration 12Q: 3 clusters Score -669606.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -669878.937500 Penalty: 4490.744629
	Iteration 13Q: 3 clusters Score -669878.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -670190.562500 Penalty: 4490.744629
	Iteration 14Q: 3 clusters Score -670190.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -670606.125000 Penalty: 4490.744629
	Iteration 15Q: 3 clusters Score -670606.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -670934.625000 Penalty: 4490.744629
	Iteration 16Q: 3 clusters Score -670934.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -671128.687500 Penalty: 4490.744629
	Iteration 17Q: 3 clusters Score -671128.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -671238.625000 Penalty: 4490.744629
	Iteration 18Q: 3 clusters Score -671238.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -671284.187500 Penalty: 4490.744629
	Iteration 19Q: 3 clusters Score -671284.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -671306.750000 Penalty: 4490.744629
	Iteration 20F: 3 clusters Score -671306.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -671324.562500 Penalty: 4490.744629
	Iteration 21Q: 3 clusters Score -671324.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -671336.125000 Penalty: 4490.744629
	Iteration 22Q: 3 clusters Score -671336.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -671343.375000 Penalty: 4490.744629
	Iteration 23Q: 3 clusters Score -671343.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -671349.687500 Penalty: 4490.744629
	Iteration 24Q: 3 clusters Score -671349.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -671351.750000 Penalty: 4490.744629
	Iteration 25Q: 3 clusters Score -671351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -671356.000000 Penalty: 4490.744629
	Iteration 26Q: 3 clusters Score -671356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -671357.500000 Penalty: 4490.744629
	Iteration 27Q: 3 clusters Score -671357.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -671358.125000 Penalty: 4490.744629
	Iteration 28Q: 3 clusters Score -671358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -671359.937500 Penalty: 4490.744629
	Iteration 29Q: 3 clusters Score -671359.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -671363.750000 Penalty: 4490.744629
	Iteration 30Q: 3 clusters Score -671363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -671366.375000 Penalty: 4490.744629
	Iteration 31Q: 3 clusters Score -671366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -671369.875000 Penalty: 4490.744629
	Iteration 32Q: 3 clusters Score -671369.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -671374.000000 Penalty: 4490.744629
	Iteration 33Q: 3 clusters Score -671374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -671375.500000 Penalty: 4490.744629
	Iteration 34Q: 3 clusters Score -671375.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -671380.750000 Penalty: 4490.744629
	Iteration 35Q: 3 clusters Score -671380.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -671381.562500 Penalty: 4490.744629
	Iteration 36Q: 3 clusters Score -671381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -671385.312500 Penalty: 4490.744629
	Iteration 37Q: 3 clusters Score -671385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -671386.312500 Penalty: 4490.744629
	Iteration 38Q: 3 clusters Score -671386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -671388.312500 Penalty: 4490.744629
	Iteration 39Q: 3 clusters Score -671388.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -671391.875000 Penalty: 4490.744629
	Iteration 40F: 3 clusters Score -671391.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -671400.250000 Penalty: 4490.744629
	Iteration 41Q: 3 clusters Score -671400.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -671403.625000 Penalty: 4490.744629
	Iteration 42Q: 3 clusters Score -671403.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -671414.187500 Penalty: 4490.744629
	Iteration 43Q: 3 clusters Score -671414.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -671424.812500 Penalty: 4490.744629
	Iteration 44Q: 3 clusters Score -671424.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -671433.062500 Penalty: 4490.744629
	Iteration 45Q: 3 clusters Score -671433.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -671440.250000 Penalty: 4490.744629
	Iteration 46Q: 3 clusters Score -671440.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -671449.312500 Penalty: 4490.744629
	Iteration 47Q: 3 clusters Score -671449.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -671452.875000 Penalty: 4490.744629
	Iteration 48Q: 3 clusters Score -671452.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -671456.250000 Penalty: 4490.744629
	Iteration 49Q: 3 clusters Score -671456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -671458.937500 Penalty: 4490.744629
	Iteration 50Q: 3 clusters Score -671458.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -671459.750000 Penalty: 4490.744629
	Iteration 51Q: 3 clusters Score -671459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -671461.250000 Penalty: 4490.744629
	Iteration 52Q: 3 clusters Score -671461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -671463.437500 Penalty: 4490.744629
	Iteration 53Q: 3 clusters Score -671463.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -671460.687500 Penalty: 4490.744629
	Iteration 54Q: 3 clusters Score -671460.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -671459.812500 Penalty: 4490.744629
	Iteration 55Q: 3 clusters Score -671459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -671462.250000 Penalty: 4490.744629
	Iteration 56Q: 3 clusters Score -671462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -671463.250000 Penalty: 4490.744629
	Iteration 57Q: 3 clusters Score -671463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -671463.250000 Penalty: 4490.744629
	Iteration 58Q: 3 clusters Score -671463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -671463.250000 Penalty: 4490.744629
	Iteration 59F: 3 clusters Score -671463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Entering Unmasked Estep 
Score: -1975435.500000 Penalty: 2490.553467
	Iteration 0F: 2 clusters Score -1975436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1959377.750000 Penalty: 4981.106934
	Iteration 0F: 3 clusters Score -1959378 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1965065.750000 Penalty: 4981.106934
	Iteration 1F: 3 clusters Score -1965066 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1965571.625000 Penalty: 4981.106934
	Iteration 2F: 3 clusters Score -1965572 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1966020.125000 Penalty: 4981.106934
	Iteration 3Q: 3 clusters Score -1966020 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1966553.125000 Penalty: 4981.106934
	Iteration 4Q: 3 clusters Score -1966553 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1967150.625000 Penalty: 4981.106934
	Iteration 5F: 3 clusters Score -1967151 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1967788.500000 Penalty: 4981.106934
	Iteration 6F: 3 clusters Score -1967788 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1968548.125000 Penalty: 4981.106934
	Iteration 7F: 3 clusters Score -1968548 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1969368.625000 Penalty: 4981.106934
	Iteration 8F: 3 clusters Score -1969369 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1970187.125000 Penalty: 4981.106934
	Iteration 9F: 3 clusters Score -1970187 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1970874.625000 Penalty: 4981.106934
	Iteration 10Q: 3 clusters Score -1970875 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1971409.000000 Penalty: 4981.106934
	Iteration 11Q: 3 clusters Score -1971409 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1971826.375000 Penalty: 4981.106934
	Iteration 12Q: 3 clusters Score -1971826 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1972106.500000 Penalty: 4981.106934
	Iteration 13Q: 3 clusters Score -1972106 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1972350.750000 Penalty: 4981.106934
	Iteration 14Q: 3 clusters Score -1972351 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1972559.500000 Penalty: 4981.106934
	Iteration 15Q: 3 clusters Score -1972560 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1972705.125000 Penalty: 4981.106934
	Iteration 16Q: 3 clusters Score -1972705 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -1972813.000000 Penalty: 4981.106934
	Iteration 17Q: 3 clusters Score -1972813 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -1972902.750000 Penalty: 4981.106934
	Iteration 18Q: 3 clusters Score -1972903 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1972962.250000 Penalty: 4981.106934
	Iteration 19Q: 3 clusters Score -1972962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1973011.750000 Penalty: 4981.106934
	Iteration 20F: 3 clusters Score -1973012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1973042.250000 Penalty: 4981.106934
	Iteration 21Q: 3 clusters Score -1973042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1973061.375000 Penalty: 4981.106934
	Iteration 22Q: 3 clusters Score -1973061 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1973079.250000 Penalty: 4981.106934
	Iteration 23Q: 3 clusters Score -1973079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1973098.000000 Penalty: 4981.106934
	Iteration 24Q: 3 clusters Score -1973098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1973111.375000 Penalty: 4981.106934
	Iteration 25Q: 3 clusters Score -1973111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1973125.750000 Penalty: 4981.106934
	Iteration 26Q: 3 clusters Score -1973126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -1973132.500000 Penalty: 4981.106934
	Iteration 27Q: 3 clusters Score -1973132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1973142.000000 Penalty: 4981.106934
	Iteration 28Q: 3 clusters Score -1973142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -1973143.500000 Penalty: 4981.106934
	Iteration 29Q: 3 clusters Score -1973144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1973146.125000 Penalty: 4981.106934
	Iteration 30Q: 3 clusters Score -1973146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -1973154.250000 Penalty: 4981.106934
	Iteration 31Q: 3 clusters Score -1973154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -1973162.375000 Penalty: 4981.106934
	Iteration 32Q: 3 clusters Score -1973162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -1973171.250000 Penalty: 4981.106934
	Iteration 33Q: 3 clusters Score -1973171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -1973175.250000 Penalty: 4981.106934
	Iteration 34Q: 3 clusters Score -1973175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -1973177.875000 Penalty: 4981.106934
	Iteration 35Q: 3 clusters Score -1973178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -1973178.000000 Penalty: 4981.106934
	Iteration 36Q: 3 clusters Score -1973178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -1973181.875000 Penalty: 4981.106934
	Iteration 37Q: 3 clusters Score -1973182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -1973183.000000 Penalty: 4981.106934
	Iteration 38Q: 3 clusters Score -1973183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -1973187.375000 Penalty: 4981.106934
	Iteration 39Q: 3 clusters Score -1973187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1973194.250000 Penalty: 4981.106934
	Iteration 40F: 3 clusters Score -1973194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -1973201.500000 Penalty: 4981.106934
	Iteration 41Q: 3 clusters Score -1973202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1973207.375000 Penalty: 4981.106934
	Iteration 42Q: 3 clusters Score -1973207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1973209.125000 Penalty: 4981.106934
	Iteration 43Q: 3 clusters Score -1973209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -1973209.625000 Penalty: 4981.106934
	Iteration 44Q: 3 clusters Score -1973210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -1973213.875000 Penalty: 4981.106934
	Iteration 45Q: 3 clusters Score -1973214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -1973211.750000 Penalty: 4981.106934
	Iteration 46Q: 3 clusters Score -1973212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1973216.625000 Penalty: 4981.106934
	Iteration 47Q: 3 clusters Score -1973217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -1973219.000000 Penalty: 4981.106934
	Iteration 48Q: 3 clusters Score -1973219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1973228.125000 Penalty: 4981.106934
	Iteration 49Q: 3 clusters Score -1973228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -1973232.250000 Penalty: 4981.106934
	Iteration 50Q: 3 clusters Score -1973232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -1973234.125000 Penalty: 4981.106934
	Iteration 51Q: 3 clusters Score -1973234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1973242.125000 Penalty: 4981.106934
	Iteration 52Q: 3 clusters Score -1973242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1973244.250000 Penalty: 4981.106934
	Iteration 53Q: 3 clusters Score -1973244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1973245.250000 Penalty: 4981.106934
	Iteration 54Q: 3 clusters Score -1973245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -1973248.375000 Penalty: 4981.106934
	Iteration 55Q: 3 clusters Score -1973248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -1973251.750000 Penalty: 4981.106934
	Iteration 56Q: 3 clusters Score -1973252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1973253.875000 Penalty: 4981.106934
	Iteration 57Q: 3 clusters Score -1973254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -1973253.000000 Penalty: 4981.106934
	Iteration 58Q: 3 clusters Score -1973253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -1973252.875000 Penalty: 4981.106934
	Iteration 59Q: 3 clusters Score -1973253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -1973254.875000 Penalty: 4981.106934
	Iteration 60F: 3 clusters Score -1973255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -1973259.375000 Penalty: 4981.106934
	Iteration 61Q: 3 clusters Score -1973259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1973257.125000 Penalty: 4981.106934
	Iteration 62Q: 3 clusters Score -1973257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1973258.875000 Penalty: 4981.106934
	Iteration 63Q: 3 clusters Score -1973259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1973259.875000 Penalty: 4981.106934
	Iteration 64Q: 3 clusters Score -1973260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -1973265.375000 Penalty: 4981.106934
	Iteration 65Q: 3 clusters Score -1973265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1973266.750000 Penalty: 4981.106934
	Iteration 66Q: 3 clusters Score -1973267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -1973264.875000 Penalty: 4981.106934
	Iteration 67Q: 3 clusters Score -1973265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1973263.375000 Penalty: 4981.106934
	Iteration 68Q: 3 clusters Score -1973263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -1973264.250000 Penalty: 4981.106934
	Iteration 69Q: 3 clusters Score -1973264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -1973264.250000 Penalty: 4981.106934
	Iteration 70F: 3 clusters Score -1973264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Entering Unmasked Estep 
Score: -999032.750000 Penalty: 2318.760498
	Iteration 0F: 2 clusters Score -999032.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -990317.062500 Penalty: 4637.520996
	Iteration 0F: 3 clusters Score -990317.1 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -992901.687500 Penalty: 4637.520996
	Iteration 1F: 3 clusters Score -992901.7 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -993225.875000 Penalty: 4637.520996
	Iteration 2F: 3 clusters Score -993225.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -993509.562500 Penalty: 4637.520996
	Iteration 3F: 3 clusters Score -993509.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -993795.500000 Penalty: 4637.520996
	Iteration 4F: 3 clusters Score -993795.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -994094.062500 Penalty: 4637.520996
	Iteration 5F: 3 clusters Score -994094.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -994445.750000 Penalty: 4637.520996
	Iteration 6F: 3 clusters Score -994445.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -994834.625000 Penalty: 4637.520996
	Iteration 7F: 3 clusters Score -994834.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -995223.750000 Penalty: 4637.520996
	Iteration 8F: 3 clusters Score -995223.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -995611.562500 Penalty: 4637.520996
	Iteration 9Q: 3 clusters Score -995611.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -995953.625000 Penalty: 4637.520996
	Iteration 10Q: 3 clusters Score -995953.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -996263.562500 Penalty: 4637.520996
	Iteration 11Q: 3 clusters Score -996263.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -996486.625000 Penalty: 4637.520996
	Iteration 12Q: 3 clusters Score -996486.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -996641.625000 Penalty: 4637.520996
	Iteration 13Q: 3 clusters Score -996641.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -996735.625000 Penalty: 4637.520996
	Iteration 14Q: 3 clusters Score -996735.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -996793.437500 Penalty: 4637.520996
	Iteration 15Q: 3 clusters Score -996793.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -996839.937500 Penalty: 4637.520996
	Iteration 16Q: 3 clusters Score -996839.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -996876.312500 Penalty: 4637.520996
	Iteration 17Q: 3 clusters Score -996876.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -996908.625000 Penalty: 4637.520996
	Iteration 18Q: 3 clusters Score -996908.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -996944.312500 Penalty: 4637.520996
	Iteration 19Q: 3 clusters Score -996944.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -996970.437500 Penalty: 4637.520996
	Iteration 20F: 3 clusters Score -996970.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -996992.687500 Penalty: 4637.520996
	Iteration 21Q: 3 clusters Score -996992.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -997013.375000 Penalty: 4637.520996
	Iteration 22Q: 3 clusters Score -997013.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -997026.312500 Penalty: 4637.520996
	Iteration 23Q: 3 clusters Score -997026.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -997042.250000 Penalty: 4637.520996
	Iteration 24Q: 3 clusters Score -997042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -997048.625000 Penalty: 4637.520996
	Iteration 25Q: 3 clusters Score -997048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -997059.000000 Penalty: 4637.520996
	Iteration 26Q: 3 clusters Score -997059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -997066.937500 Penalty: 4637.520996
	Iteration 27Q: 3 clusters Score -997066.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -997071.750000 Penalty: 4637.520996
	Iteration 28Q: 3 clusters Score -997071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -997077.312500 Penalty: 4637.520996
	Iteration 29Q: 3 clusters Score -997077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -997083.750000 Penalty: 4637.520996
	Iteration 30Q: 3 clusters Score -997083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -997086.812500 Penalty: 4637.520996
	Iteration 31Q: 3 clusters Score -997086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -997086.812500 Penalty: 4637.520996
	Iteration 32F: 3 clusters Score -997086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -233575.421875 Penalty: 2014.715942
	Iteration 0F: 2 clusters Score -233575.4 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 1704 members 
Entering Unmasked Estep 
Score: -230109.843750 Penalty: 4029.431885
	Iteration 0F: 3 clusters Score -230109.8 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -230883.640625 Penalty: 4029.431885
	Iteration 1F: 3 clusters Score -230883.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -231152.203125 Penalty: 4029.431885
	Iteration 2F: 3 clusters Score -231152.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -231421.187500 Penalty: 4029.431885
	Iteration 3F: 3 clusters Score -231421.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -231632.656250 Penalty: 4029.431885
	Iteration 4F: 3 clusters Score -231632.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -231853.484375 Penalty: 4029.431885
	Iteration 5F: 3 clusters Score -231853.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -232084.109375 Penalty: 4029.431885
	Iteration 6Q: 3 clusters Score -232084.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -232293.687500 Penalty: 4029.431885
	Iteration 7F: 3 clusters Score -232293.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -232435.515625 Penalty: 4029.431885
	Iteration 8Q: 3 clusters Score -232435.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -232532.484375 Penalty: 4029.431885
	Iteration 9Q: 3 clusters Score -232532.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -232586.968750 Penalty: 4029.431885
	Iteration 10Q: 3 clusters Score -232587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -232625.687500 Penalty: 4029.431885
	Iteration 11Q: 3 clusters Score -232625.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -232651.218750 Penalty: 4029.431885
	Iteration 12Q: 3 clusters Score -232651.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -232674.265625 Penalty: 4029.431885
	Iteration 13Q: 3 clusters Score -232674.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -232692.203125 Penalty: 4029.431885
	Iteration 14Q: 3 clusters Score -232692.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -232707.703125 Penalty: 4029.431885
	Iteration 15Q: 3 clusters Score -232707.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -232721.937500 Penalty: 4029.431885
	Iteration 16Q: 3 clusters Score -232721.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -232730.125000 Penalty: 4029.431885
	Iteration 17Q: 3 clusters Score -232730.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -232735.468750 Penalty: 4029.431885
	Iteration 18Q: 3 clusters Score -232735.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -232737.296875 Penalty: 4029.431885
	Iteration 19Q: 3 clusters Score -232737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -232739.000000 Penalty: 4029.431885
	Iteration 20F: 3 clusters Score -232739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -232745.093750 Penalty: 4029.431885
	Iteration 21Q: 3 clusters Score -232745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -232746.015625 Penalty: 4029.431885
	Iteration 22Q: 3 clusters Score -232746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -232746.625000 Penalty: 4029.431885
	Iteration 23Q: 3 clusters Score -232746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -232749.437500 Penalty: 4029.431885
	Iteration 24Q: 3 clusters Score -232749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -232750.687500 Penalty: 4029.431885
	Iteration 25Q: 3 clusters Score -232750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -232751.328125 Penalty: 4029.431885
	Iteration 26Q: 3 clusters Score -232751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -232752.968750 Penalty: 4029.431885
	Iteration 27Q: 3 clusters Score -232753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -232755.968750 Penalty: 4029.431885
	Iteration 28Q: 3 clusters Score -232756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -232757.656250 Penalty: 4029.431885
	Iteration 29Q: 3 clusters Score -232757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -232758.531250 Penalty: 4029.431885
	Iteration 30Q: 3 clusters Score -232758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -232757.812500 Penalty: 4029.431885
	Iteration 31Q: 3 clusters Score -232757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -232757.812500 Penalty: 4029.431885
	Iteration 32F: 3 clusters Score -232757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 123675 members 
Mstep: Class 4 contains 6248 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 23147 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 12323 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16873 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8852 members 
Mstep: Class 15 contains 3386 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 17411 members 
Mstep: Class 18 contains 30639 members 
Mstep: Class 19 contains 41177 members 
Mstep: Class 20 contains 12746 members 
Mstep: Class 21 contains 18666 members 
Mstep: Class 22 contains 12247 members 
Mstep: Class 23 contains 8552 members 
Mstep: Class 24 contains 22984 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38174920.000000 Penalty: 87383.828125
Iteration 79Q: 28 clusters Score -3.817492e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 123668 members 
Mstep: Class 4 contains 6223 members 
Mstep: Class 5 contains 8266 members 
Mstep: Class 6 contains 23155 members 
Mstep: Class 7 contains 11164 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 5324 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 16896 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8856 members 
Mstep: Class 15 contains 3404 members 
Mstep: Class 16 contains 5949 members 
Mstep: Class 17 contains 17413 members 
Mstep: Class 18 contains 30625 members 
Mstep: Class 19 contains 41173 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 18668 members 
Mstep: Class 22 contains 12256 members 
Mstep: Class 23 contains 8564 members 
Mstep: Class 24 contains 22995 members 
Mstep: Class 25 contains 11515 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 5389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175072.000000 Penalty: 87383.828125
Iteration 80F: 28 clusters Score -3.817507e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 7575 members 
Mstep: Class 3 contains 123669 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 23160 members 
Mstep: Class 7 contains 11146 members 
Mstep: Class 8 contains 9324 members 
Mstep: Class 9 contains 12297 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 16909 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 8871 members 
Mstep: Class 15 contains 3428 members 
Mstep: Class 16 contains 5950 members 
Mstep: Class 17 contains 17407 members 
Mstep: Class 18 contains 30604 members 
Mstep: Class 19 contains 41149 members 
Mstep: Class 20 contains 12753 members 
Mstep: Class 21 contains 18659 members 
Mstep: Class 22 contains 12250 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 23000 members 
Mstep: Class 25 contains 11506 members 
Mstep: Class 26 contains 3394 members 
Mstep: Class 27 contains 5459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175044.000000 Penalty: 87383.828125
Iteration 81Q: 28 clusters Score -3.817504e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 7572 members 
Mstep: Class 3 contains 123672 members 
Mstep: Class 4 contains 6161 members 
Mstep: Class 5 contains 8323 members 
Mstep: Class 6 contains 23162 members 
Mstep: Class 7 contains 11123 members 
Mstep: Class 8 contains 9324 members 
Mstep: Class 9 contains 12290 members 
Mstep: Class 10 contains 5323 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 16914 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 8876 members 
Mstep: Class 15 contains 3458 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 17406 members 
Mstep: Class 18 contains 30594 members 
Mstep: Class 19 contains 41133 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 18661 members 
Mstep: Class 22 contains 12245 members 
Mstep: Class 23 contains 8608 members 
Mstep: Class 24 contains 23009 members 
Mstep: Class 25 contains 11502 members 
Mstep: Class 26 contains 3395 members 
Mstep: Class 27 contains 5469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175152.000000 Penalty: 87383.828125
Iteration 82Q: 28 clusters Score -3.817515e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 7570 members 
Mstep: Class 3 contains 123674 members 
Mstep: Class 4 contains 6157 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 23158 members 
Mstep: Class 7 contains 11102 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 12278 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 16931 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8879 members 
Mstep: Class 15 contains 3488 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 17402 members 
Mstep: Class 18 contains 30585 members 
Mstep: Class 19 contains 41114 members 
Mstep: Class 20 contains 12752 members 
Mstep: Class 21 contains 18663 members 
Mstep: Class 22 contains 12241 members 
Mstep: Class 23 contains 8635 members 
Mstep: Class 24 contains 23014 members 
Mstep: Class 25 contains 11501 members 
Mstep: Class 26 contains 3395 members 
Mstep: Class 27 contains 5469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175216.000000 Penalty: 87383.828125
Iteration 83Q: 28 clusters Score -3.817522e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 7570 members 
Mstep: Class 3 contains 123680 members 
Mstep: Class 4 contains 6158 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 23155 members 
Mstep: Class 7 contains 11086 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 12265 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16945 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8886 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 17403 members 
Mstep: Class 18 contains 30577 members 
Mstep: Class 19 contains 41086 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 23016 members 
Mstep: Class 25 contains 11500 members 
Mstep: Class 26 contains 3398 members 
Mstep: Class 27 contains 5467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175300.000000 Penalty: 87383.828125
Iteration 84Q: 28 clusters Score -3.81753e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 7569 members 
Mstep: Class 3 contains 123680 members 
Mstep: Class 4 contains 6162 members 
Mstep: Class 5 contains 8367 members 
Mstep: Class 6 contains 23154 members 
Mstep: Class 7 contains 11068 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 12256 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16952 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8890 members 
Mstep: Class 15 contains 3531 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30570 members 
Mstep: Class 19 contains 41074 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18661 members 
Mstep: Class 22 contains 12237 members 
Mstep: Class 23 contains 8675 members 
Mstep: Class 24 contains 23020 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3400 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175312.000000 Penalty: 87383.828125
Iteration 85Q: 28 clusters Score -3.817531e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123683 members 
Mstep: Class 4 contains 6169 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 23154 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16954 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 8897 members 
Mstep: Class 15 contains 3546 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 17404 members 
Mstep: Class 18 contains 30553 members 
Mstep: Class 19 contains 41065 members 
Mstep: Class 20 contains 12760 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 8698 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175348.000000 Penalty: 87383.828125
Iteration 86Q: 28 clusters Score -3.817535e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123689 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 23154 members 
Mstep: Class 7 contains 11035 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 12239 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16955 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8904 members 
Mstep: Class 15 contains 3568 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30542 members 
Mstep: Class 19 contains 41055 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18661 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 8721 members 
Mstep: Class 24 contains 23027 members 
Mstep: Class 25 contains 11496 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175332.000000 Penalty: 87383.828125
Iteration 87Q: 28 clusters Score -3.817533e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123675 members 
Mstep: Class 4 contains 6173 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 23155 members 
Mstep: Class 7 contains 11022 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 12230 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16961 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8921 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30533 members 
Mstep: Class 19 contains 41050 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 23028 members 
Mstep: Class 25 contains 11496 members 
Mstep: Class 26 contains 3404 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175372.000000 Penalty: 87383.828125
Iteration 88Q: 28 clusters Score -3.817537e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123671 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 23156 members 
Mstep: Class 7 contains 11014 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 12223 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16969 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8928 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30523 members 
Mstep: Class 19 contains 41039 members 
Mstep: Class 20 contains 12755 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 8758 members 
Mstep: Class 24 contains 23032 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175332.000000 Penalty: 87383.828125
Iteration 89Q: 28 clusters Score -3.817533e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123672 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 23154 members 
Mstep: Class 7 contains 11007 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 12223 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16973 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8928 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 17404 members 
Mstep: Class 18 contains 30517 members 
Mstep: Class 19 contains 41028 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12232 members 
Mstep: Class 23 contains 8768 members 
Mstep: Class 24 contains 23036 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175312.000000 Penalty: 87383.828125
Iteration 90Q: 28 clusters Score -3.817531e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123668 members 
Mstep: Class 4 contains 6173 members 
Mstep: Class 5 contains 8385 members 
Mstep: Class 6 contains 23152 members 
Mstep: Class 7 contains 11001 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 12221 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16976 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8930 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 17404 members 
Mstep: Class 18 contains 30511 members 
Mstep: Class 19 contains 41024 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12231 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 23041 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 3409 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175340.000000 Penalty: 87383.828125
Iteration 91Q: 28 clusters Score -3.817534e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123670 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 8386 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 12214 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16982 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8933 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 5953 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30504 members 
Mstep: Class 19 contains 41017 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12231 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 23047 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 3409 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175396.000000 Penalty: 87383.828125
Iteration 92Q: 28 clusters Score -3.81754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123675 members 
Mstep: Class 4 contains 6170 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 23145 members 
Mstep: Class 7 contains 10997 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12209 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8940 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 5953 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30492 members 
Mstep: Class 19 contains 41006 members 
Mstep: Class 20 contains 12758 members 
Mstep: Class 21 contains 18663 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8785 members 
Mstep: Class 24 contains 23054 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175388.000000 Penalty: 87383.828125
Iteration 93Q: 28 clusters Score -3.817539e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123681 members 
Mstep: Class 4 contains 6170 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 23142 members 
Mstep: Class 7 contains 10994 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12205 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8945 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 5954 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30486 members 
Mstep: Class 19 contains 40996 members 
Mstep: Class 20 contains 12759 members 
Mstep: Class 21 contains 18663 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 23056 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3413 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175384.000000 Penalty: 87383.828125
Iteration 94Q: 28 clusters Score -3.817538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123685 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 10993 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12201 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8946 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 5955 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30485 members 
Mstep: Class 19 contains 40994 members 
Mstep: Class 20 contains 12758 members 
Mstep: Class 21 contains 18663 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8787 members 
Mstep: Class 24 contains 23058 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 3413 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175344.000000 Penalty: 87383.828125
Iteration 95Q: 28 clusters Score -3.817534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123688 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 23138 members 
Mstep: Class 7 contains 10990 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12200 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8948 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 5955 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30480 members 
Mstep: Class 19 contains 40995 members 
Mstep: Class 20 contains 12758 members 
Mstep: Class 21 contains 18663 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 23059 members 
Mstep: Class 25 contains 11496 members 
Mstep: Class 26 contains 3414 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175404.000000 Penalty: 87383.828125
Iteration 96Q: 28 clusters Score -3.81754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123691 members 
Mstep: Class 4 contains 6173 members 
Mstep: Class 5 contains 8392 members 
Mstep: Class 6 contains 23137 members 
Mstep: Class 7 contains 10987 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12196 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8950 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30479 members 
Mstep: Class 19 contains 40993 members 
Mstep: Class 20 contains 12758 members 
Mstep: Class 21 contains 18663 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8791 members 
Mstep: Class 24 contains 23059 members 
Mstep: Class 25 contains 11496 members 
Mstep: Class 26 contains 3416 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175416.000000 Penalty: 87383.828125
Iteration 97Q: 28 clusters Score -3.817542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123690 members 
Mstep: Class 4 contains 6175 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23134 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12193 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8953 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30479 members 
Mstep: Class 19 contains 40993 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 23060 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175448.000000 Penalty: 87383.828125
Iteration 98Q: 28 clusters Score -3.817545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123692 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12192 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16987 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8952 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30479 members 
Mstep: Class 19 contains 40991 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 23060 members 
Mstep: Class 25 contains 11496 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175464.000000 Penalty: 87383.828125
Iteration 99Q: 28 clusters Score -3.817546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123690 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12191 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16991 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3727 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30480 members 
Mstep: Class 19 contains 40989 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18661 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23060 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175480.000000 Penalty: 87383.828125
Iteration 100F: 28 clusters Score -3.817548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123689 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8952 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30478 members 
Mstep: Class 19 contains 40989 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23060 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175440.000000 Penalty: 87383.828125
Iteration 101Q: 28 clusters Score -3.817544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123692 members 
Mstep: Class 4 contains 6177 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3731 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30477 members 
Mstep: Class 19 contains 40987 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23061 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175448.000000 Penalty: 87383.828125
Iteration 102Q: 28 clusters Score -3.817545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123694 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30476 members 
Mstep: Class 19 contains 40986 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23061 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175424.000000 Penalty: 87383.828125
Iteration 103Q: 28 clusters Score -3.817542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123695 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12189 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30475 members 
Mstep: Class 19 contains 40986 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23062 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175424.000000 Penalty: 87383.828125
Iteration 104Q: 28 clusters Score -3.817542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123694 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 12189 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30474 members 
Mstep: Class 19 contains 40988 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23062 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175436.000000 Penalty: 87383.828125
Iteration 105Q: 28 clusters Score -3.817544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123696 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 12189 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30475 members 
Mstep: Class 19 contains 40986 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23062 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175452.000000 Penalty: 87383.828125
Iteration 106Q: 28 clusters Score -3.817545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123698 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30476 members 
Mstep: Class 19 contains 40982 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23062 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175464.000000 Penalty: 87383.828125
Iteration 107Q: 28 clusters Score -3.817546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123700 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30477 members 
Mstep: Class 19 contains 40979 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23063 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175480.000000 Penalty: 87383.828125
Iteration 108Q: 28 clusters Score -3.817548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123700 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30478 members 
Mstep: Class 19 contains 40979 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23063 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175476.000000 Penalty: 87383.828125
Iteration 109Q: 28 clusters Score -3.817548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123700 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30478 members 
Mstep: Class 19 contains 40979 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23063 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38175476.000000 Penalty: 87383.828125
Iteration 110F: 28 clusters Score -3.817548e+07 nChanged 0
Entering ConstructFrom: 
Score: -38175476.000000 Penalty: 87383.828125
Entering ConstructFrom: 
Trying to split cluster 1 (23731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Entering Unmasked Estep 
Score: -2048791.875000 Penalty: 2498.485352
	Iteration 0F: 2 clusters Score -2048792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2032138.750000 Penalty: 4996.970703
	Iteration 0F: 3 clusters Score -2032139 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2037927.750000 Penalty: 4996.970703
	Iteration 1F: 3 clusters Score -2037928 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2038534.750000 Penalty: 4996.970703
	Iteration 2F: 3 clusters Score -2038535 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2039136.500000 Penalty: 4996.970703
	Iteration 3F: 3 clusters Score -2039136 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2039745.125000 Penalty: 4996.970703
	Iteration 4F: 3 clusters Score -2039745 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2040414.750000 Penalty: 4996.970703
	Iteration 5F: 3 clusters Score -2040415 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2041043.625000 Penalty: 4996.970703
	Iteration 6F: 3 clusters Score -2041044 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2041606.125000 Penalty: 4996.970703
	Iteration 7Q: 3 clusters Score -2041606 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2042115.125000 Penalty: 4996.970703
	Iteration 8Q: 3 clusters Score -2042115 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2042508.875000 Penalty: 4996.970703
	Iteration 9Q: 3 clusters Score -2042509 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2042852.750000 Penalty: 4996.970703
	Iteration 10Q: 3 clusters Score -2042853 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2043136.000000 Penalty: 4996.970703
	Iteration 11Q: 3 clusters Score -2043136 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2043410.500000 Penalty: 4996.970703
	Iteration 12Q: 3 clusters Score -2043410 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2043668.000000 Penalty: 4996.970703
	Iteration 13Q: 3 clusters Score -2043668 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2043918.000000 Penalty: 4996.970703
	Iteration 14Q: 3 clusters Score -2043918 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2044204.125000 Penalty: 4996.970703
	Iteration 15Q: 3 clusters Score -2044204 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2044458.250000 Penalty: 4996.970703
	Iteration 16Q: 3 clusters Score -2044458 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2044672.250000 Penalty: 4996.970703
	Iteration 17Q: 3 clusters Score -2044672 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2044868.875000 Penalty: 4996.970703
	Iteration 18Q: 3 clusters Score -2044869 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2045089.750000 Penalty: 4996.970703
	Iteration 19Q: 3 clusters Score -2045090 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2045308.375000 Penalty: 4996.970703
	Iteration 20F: 3 clusters Score -2045308 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2045531.375000 Penalty: 4996.970703
	Iteration 21Q: 3 clusters Score -2045531 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2045787.750000 Penalty: 4996.970703
	Iteration 22Q: 3 clusters Score -2045788 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2045976.125000 Penalty: 4996.970703
	Iteration 23Q: 3 clusters Score -2045976 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2046140.250000 Penalty: 4996.970703
	Iteration 24Q: 3 clusters Score -2046140 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2046284.625000 Penalty: 4996.970703
	Iteration 25Q: 3 clusters Score -2046285 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2046405.500000 Penalty: 4996.970703
	Iteration 26Q: 3 clusters Score -2046406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2046508.625000 Penalty: 4996.970703
	Iteration 27Q: 3 clusters Score -2046509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2046569.250000 Penalty: 4996.970703
	Iteration 28Q: 3 clusters Score -2046569 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2046608.625000 Penalty: 4996.970703
	Iteration 29Q: 3 clusters Score -2046609 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2046638.000000 Penalty: 4996.970703
	Iteration 30Q: 3 clusters Score -2046638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2046663.375000 Penalty: 4996.970703
	Iteration 31Q: 3 clusters Score -2046663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2046687.125000 Penalty: 4996.970703
	Iteration 32Q: 3 clusters Score -2046687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2046700.250000 Penalty: 4996.970703
	Iteration 33Q: 3 clusters Score -2046700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2046719.000000 Penalty: 4996.970703
	Iteration 34Q: 3 clusters Score -2046719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2046733.250000 Penalty: 4996.970703
	Iteration 35Q: 3 clusters Score -2046733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2046752.125000 Penalty: 4996.970703
	Iteration 36Q: 3 clusters Score -2046752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2046767.625000 Penalty: 4996.970703
	Iteration 37Q: 3 clusters Score -2046768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2046778.000000 Penalty: 4996.970703
	Iteration 38Q: 3 clusters Score -2046778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2046786.625000 Penalty: 4996.970703
	Iteration 39Q: 3 clusters Score -2046787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2046798.375000 Penalty: 4996.970703
	Iteration 40F: 3 clusters Score -2046798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2046798.625000 Penalty: 4996.970703
	Iteration 41Q: 3 clusters Score -2046799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2046809.625000 Penalty: 4996.970703
	Iteration 42Q: 3 clusters Score -2046810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2046815.625000 Penalty: 4996.970703
	Iteration 43Q: 3 clusters Score -2046816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2046813.875000 Penalty: 4996.970703
	Iteration 44Q: 3 clusters Score -2046814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2046813.750000 Penalty: 4996.970703
	Iteration 45Q: 3 clusters Score -2046814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2046814.250000 Penalty: 4996.970703
	Iteration 46Q: 3 clusters Score -2046814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2046818.625000 Penalty: 4996.970703
	Iteration 47Q: 3 clusters Score -2046819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2046821.875000 Penalty: 4996.970703
	Iteration 48Q: 3 clusters Score -2046822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2046824.750000 Penalty: 4996.970703
	Iteration 49Q: 3 clusters Score -2046825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2046827.750000 Penalty: 4996.970703
	Iteration 50Q: 3 clusters Score -2046828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2046825.875000 Penalty: 4996.970703
	Iteration 51Q: 3 clusters Score -2046826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2046825.250000 Penalty: 4996.970703
	Iteration 52Q: 3 clusters Score -2046825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2046826.750000 Penalty: 4996.970703
	Iteration 53Q: 3 clusters Score -2046827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2046825.875000 Penalty: 4996.970703
	Iteration 54Q: 3 clusters Score -2046826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2046826.500000 Penalty: 4996.970703
	Iteration 55Q: 3 clusters Score -2046826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2046826.500000 Penalty: 4996.970703
	Iteration 56F: 3 clusters Score -2046826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -666929.937500 Penalty: 2215.057861
	Iteration 0F: 2 clusters Score -666929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -660809.687500 Penalty: 4430.115723
	Iteration 0F: 3 clusters Score -660809.7 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -662462.437500 Penalty: 4430.115723
	Iteration 1F: 3 clusters Score -662462.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -662665.937500 Penalty: 4430.115723
	Iteration 2F: 3 clusters Score -662665.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -662817.062500 Penalty: 4430.115723
	Iteration 3Q: 3 clusters Score -662817.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -662943.937500 Penalty: 4430.115723
	Iteration 4Q: 3 clusters Score -662943.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -663036.062500 Penalty: 4430.115723
	Iteration 5Q: 3 clusters Score -663036.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -663105.687500 Penalty: 4430.115723
	Iteration 6Q: 3 clusters Score -663105.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -663163.375000 Penalty: 4430.115723
	Iteration 7Q: 3 clusters Score -663163.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -663210.625000 Penalty: 4430.115723
	Iteration 8Q: 3 clusters Score -663210.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -663250.937500 Penalty: 4430.115723
	Iteration 9Q: 3 clusters Score -663250.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -663280.625000 Penalty: 4430.115723
	Iteration 10Q: 3 clusters Score -663280.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -663312.937500 Penalty: 4430.115723
	Iteration 11Q: 3 clusters Score -663312.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -663352.500000 Penalty: 4430.115723
	Iteration 12Q: 3 clusters Score -663352.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -663392.875000 Penalty: 4430.115723
	Iteration 13Q: 3 clusters Score -663392.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -663434.562500 Penalty: 4430.115723
	Iteration 14Q: 3 clusters Score -663434.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -663476.000000 Penalty: 4430.115723
	Iteration 15Q: 3 clusters Score -663476 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -663519.750000 Penalty: 4430.115723
	Iteration 16Q: 3 clusters Score -663519.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -663558.500000 Penalty: 4430.115723
	Iteration 17Q: 3 clusters Score -663558.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -663601.312500 Penalty: 4430.115723
	Iteration 18Q: 3 clusters Score -663601.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -663648.500000 Penalty: 4430.115723
	Iteration 19Q: 3 clusters Score -663648.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -663695.062500 Penalty: 4430.115723
	Iteration 20F: 3 clusters Score -663695.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -663745.812500 Penalty: 4430.115723
	Iteration 21Q: 3 clusters Score -663745.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -663788.875000 Penalty: 4430.115723
	Iteration 22Q: 3 clusters Score -663788.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -663833.937500 Penalty: 4430.115723
	Iteration 23Q: 3 clusters Score -663833.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -663874.187500 Penalty: 4430.115723
	Iteration 24Q: 3 clusters Score -663874.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -663919.687500 Penalty: 4430.115723
	Iteration 25Q: 3 clusters Score -663919.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -663983.000000 Penalty: 4430.115723
	Iteration 26Q: 3 clusters Score -663983 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -664052.375000 Penalty: 4430.115723
	Iteration 27Q: 3 clusters Score -664052.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -664121.250000 Penalty: 4430.115723
	Iteration 28Q: 3 clusters Score -664121.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -664199.187500 Penalty: 4430.115723
	Iteration 29Q: 3 clusters Score -664199.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -664267.687500 Penalty: 4430.115723
	Iteration 30Q: 3 clusters Score -664267.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -664345.000000 Penalty: 4430.115723
	Iteration 31Q: 3 clusters Score -664345 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -664420.000000 Penalty: 4430.115723
	Iteration 32Q: 3 clusters Score -664420 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -664496.375000 Penalty: 4430.115723
	Iteration 33Q: 3 clusters Score -664496.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -664557.812500 Penalty: 4430.115723
	Iteration 34Q: 3 clusters Score -664557.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -664617.750000 Penalty: 4430.115723
	Iteration 35Q: 3 clusters Score -664617.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -664669.437500 Penalty: 4430.115723
	Iteration 36Q: 3 clusters Score -664669.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -664720.625000 Penalty: 4430.115723
	Iteration 37Q: 3 clusters Score -664720.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -664764.062500 Penalty: 4430.115723
	Iteration 38Q: 3 clusters Score -664764.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -664794.687500 Penalty: 4430.115723
	Iteration 39Q: 3 clusters Score -664794.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -664822.000000 Penalty: 4430.115723
	Iteration 40F: 3 clusters Score -664822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -664850.625000 Penalty: 4430.115723
	Iteration 41Q: 3 clusters Score -664850.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -664874.562500 Penalty: 4430.115723
	Iteration 42Q: 3 clusters Score -664874.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -664908.187500 Penalty: 4430.115723
	Iteration 43Q: 3 clusters Score -664908.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -664924.312500 Penalty: 4430.115723
	Iteration 44Q: 3 clusters Score -664924.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -664934.437500 Penalty: 4430.115723
	Iteration 45Q: 3 clusters Score -664934.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -664941.312500 Penalty: 4430.115723
	Iteration 46Q: 3 clusters Score -664941.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -664951.875000 Penalty: 4430.115723
	Iteration 47Q: 3 clusters Score -664951.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -664964.875000 Penalty: 4430.115723
	Iteration 48Q: 3 clusters Score -664964.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -664975.312500 Penalty: 4430.115723
	Iteration 49Q: 3 clusters Score -664975.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -664991.062500 Penalty: 4430.115723
	Iteration 50Q: 3 clusters Score -664991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -665006.312500 Penalty: 4430.115723
	Iteration 51Q: 3 clusters Score -665006.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -665018.625000 Penalty: 4430.115723
	Iteration 52Q: 3 clusters Score -665018.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -665025.250000 Penalty: 4430.115723
	Iteration 53Q: 3 clusters Score -665025.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -665029.812500 Penalty: 4430.115723
	Iteration 54Q: 3 clusters Score -665029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -665035.062500 Penalty: 4430.115723
	Iteration 55Q: 3 clusters Score -665035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -665040.125000 Penalty: 4430.115723
	Iteration 56Q: 3 clusters Score -665040.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -665046.937500 Penalty: 4430.115723
	Iteration 57Q: 3 clusters Score -665046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -665051.937500 Penalty: 4430.115723
	Iteration 58Q: 3 clusters Score -665051.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -665055.437500 Penalty: 4430.115723
	Iteration 59Q: 3 clusters Score -665055.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -665060.687500 Penalty: 4430.115723
	Iteration 60F: 3 clusters Score -665060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -665063.312500 Penalty: 4430.115723
	Iteration 61Q: 3 clusters Score -665063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -665064.062500 Penalty: 4430.115723
	Iteration 62Q: 3 clusters Score -665064.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -665067.187500 Penalty: 4430.115723
	Iteration 63Q: 3 clusters Score -665067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -665068.937500 Penalty: 4430.115723
	Iteration 64Q: 3 clusters Score -665068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -665070.375000 Penalty: 4430.115723
	Iteration 65Q: 3 clusters Score -665070.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -665070.375000 Penalty: 4430.115723
	Iteration 66F: 3 clusters Score -665070.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (123700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123700 members 
Entering Unmasked Estep 
Score: -10624067.000000 Penalty: 2907.952393
	Iteration 0F: 2 clusters Score -1.062407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -10541455.000000 Penalty: 5815.904785
	Iteration 0F: 3 clusters Score -1.054146e+07 nChanged 58971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -10575023.000000 Penalty: 5815.904785
	Iteration 1F: 3 clusters Score -1.057502e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -10576117.000000 Penalty: 5815.904785
	Iteration 2Q: 3 clusters Score -1.057612e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -10577922.000000 Penalty: 5815.904785
	Iteration 3Q: 3 clusters Score -1.057792e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -10580482.000000 Penalty: 5815.904785
	Iteration 4Q: 3 clusters Score -1.058048e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -10584243.000000 Penalty: 5815.904785
	Iteration 5F: 3 clusters Score -1.058424e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -10588981.000000 Penalty: 5815.904785
	Iteration 6F: 3 clusters Score -1.058898e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -10593705.000000 Penalty: 5815.904785
	Iteration 7F: 3 clusters Score -1.05937e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -10597393.000000 Penalty: 5815.904785
	Iteration 8F: 3 clusters Score -1.059739e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -10599865.000000 Penalty: 5815.904785
	Iteration 9Q: 3 clusters Score -1.059986e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -10601581.000000 Penalty: 5815.904785
	Iteration 10Q: 3 clusters Score -1.060158e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -10602896.000000 Penalty: 5815.904785
	Iteration 11Q: 3 clusters Score -1.06029e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -10603783.000000 Penalty: 5815.904785
	Iteration 12Q: 3 clusters Score -1.060378e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -10604803.000000 Penalty: 5815.904785
	Iteration 13Q: 3 clusters Score -1.06048e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -10605769.000000 Penalty: 5815.904785
	Iteration 14Q: 3 clusters Score -1.060577e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -10607008.000000 Penalty: 5815.904785
	Iteration 15Q: 3 clusters Score -1.060701e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -10608694.000000 Penalty: 5815.904785
	Iteration 16Q: 3 clusters Score -1.060869e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -10610121.000000 Penalty: 5815.904785
	Iteration 17Q: 3 clusters Score -1.061012e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -10611246.000000 Penalty: 5815.904785
	Iteration 18Q: 3 clusters Score -1.061125e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -10612126.000000 Penalty: 5815.904785
	Iteration 19Q: 3 clusters Score -1.061213e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91120 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -10612815.000000 Penalty: 5815.904785
	Iteration 20F: 3 clusters Score -1.061282e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -10613403.000000 Penalty: 5815.904785
	Iteration 21Q: 3 clusters Score -1.06134e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -10613986.000000 Penalty: 5815.904785
	Iteration 22Q: 3 clusters Score -1.061399e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -10614533.000000 Penalty: 5815.904785
	Iteration 23Q: 3 clusters Score -1.061453e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -10615072.000000 Penalty: 5815.904785
	Iteration 24Q: 3 clusters Score -1.061507e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -10615558.000000 Penalty: 5815.904785
	Iteration 25Q: 3 clusters Score -1.061556e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97544 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -10616016.000000 Penalty: 5815.904785
	Iteration 26Q: 3 clusters Score -1.061602e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -10616455.000000 Penalty: 5815.904785
	Iteration 27Q: 3 clusters Score -1.061646e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -10616931.000000 Penalty: 5815.904785
	Iteration 28Q: 3 clusters Score -1.061693e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -10617200.000000 Penalty: 5815.904785
	Iteration 29Q: 3 clusters Score -1.06172e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -10617500.000000 Penalty: 5815.904785
	Iteration 30Q: 3 clusters Score -1.06175e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -10617805.000000 Penalty: 5815.904785
	Iteration 31Q: 3 clusters Score -1.06178e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -10618072.000000 Penalty: 5815.904785
	Iteration 32Q: 3 clusters Score -1.061807e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -10618330.000000 Penalty: 5815.904785
	Iteration 33Q: 3 clusters Score -1.061833e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -10618472.000000 Penalty: 5815.904785
	Iteration 34Q: 3 clusters Score -1.061847e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -10618657.000000 Penalty: 5815.904785
	Iteration 35Q: 3 clusters Score -1.061866e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103205 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -10618831.000000 Penalty: 5815.904785
	Iteration 36Q: 3 clusters Score -1.061883e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -10618904.000000 Penalty: 5815.904785
	Iteration 37Q: 3 clusters Score -1.06189e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -10618998.000000 Penalty: 5815.904785
	Iteration 38Q: 3 clusters Score -1.0619e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -10619113.000000 Penalty: 5815.904785
	Iteration 39Q: 3 clusters Score -1.061911e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -10619208.000000 Penalty: 5815.904785
	Iteration 40F: 3 clusters Score -1.061921e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104539 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -10619297.000000 Penalty: 5815.904785
	Iteration 41Q: 3 clusters Score -1.06193e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104732 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -10619310.000000 Penalty: 5815.904785
	Iteration 42Q: 3 clusters Score -1.061931e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -10619319.000000 Penalty: 5815.904785
	Iteration 43Q: 3 clusters Score -1.061932e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105029 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -10619347.000000 Penalty: 5815.904785
	Iteration 44Q: 3 clusters Score -1.061935e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -10619363.000000 Penalty: 5815.904785
	Iteration 45Q: 3 clusters Score -1.061936e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -10619391.000000 Penalty: 5815.904785
	Iteration 46Q: 3 clusters Score -1.061939e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -10619399.000000 Penalty: 5815.904785
	Iteration 47Q: 3 clusters Score -1.06194e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -10619399.000000 Penalty: 5815.904785
	Iteration 48Q: 3 clusters Score -1.06194e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -10619409.000000 Penalty: 5815.904785
	Iteration 49Q: 3 clusters Score -1.061941e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -10619394.000000 Penalty: 5815.904785
	Iteration 50Q: 3 clusters Score -1.061939e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -10619426.000000 Penalty: 5815.904785
	Iteration 51Q: 3 clusters Score -1.061943e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -10619425.000000 Penalty: 5815.904785
	Iteration 52Q: 3 clusters Score -1.061942e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106022 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -10619430.000000 Penalty: 5815.904785
	Iteration 53Q: 3 clusters Score -1.061943e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -10619446.000000 Penalty: 5815.904785
	Iteration 54Q: 3 clusters Score -1.061945e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106185 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -10619471.000000 Penalty: 5815.904785
	Iteration 55Q: 3 clusters Score -1.061947e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -10619457.000000 Penalty: 5815.904785
	Iteration 56Q: 3 clusters Score -1.061946e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -10619450.000000 Penalty: 5815.904785
	Iteration 57Q: 3 clusters Score -1.061945e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -10619450.000000 Penalty: 5815.904785
	Iteration 58Q: 3 clusters Score -1.061945e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106549 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -10619468.000000 Penalty: 5815.904785
	Iteration 59Q: 3 clusters Score -1.061947e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106653 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -10619466.000000 Penalty: 5815.904785
	Iteration 60F: 3 clusters Score -1.061947e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -10619477.000000 Penalty: 5815.904785
	Iteration 61Q: 3 clusters Score -1.061948e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106819 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -10619492.000000 Penalty: 5815.904785
	Iteration 62Q: 3 clusters Score -1.061949e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106894 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -10619501.000000 Penalty: 5815.904785
	Iteration 63Q: 3 clusters Score -1.06195e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -10619497.000000 Penalty: 5815.904785
	Iteration 64Q: 3 clusters Score -1.06195e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107050 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -10619491.000000 Penalty: 5815.904785
	Iteration 65Q: 3 clusters Score -1.061949e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107142 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -10619500.000000 Penalty: 5815.904785
	Iteration 66Q: 3 clusters Score -1.06195e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -10619511.000000 Penalty: 5815.904785
	Iteration 67Q: 3 clusters Score -1.061951e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107370 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -10619533.000000 Penalty: 5815.904785
	Iteration 68Q: 3 clusters Score -1.061953e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -10619541.000000 Penalty: 5815.904785
	Iteration 69Q: 3 clusters Score -1.061954e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107610 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -10619519.000000 Penalty: 5815.904785
	Iteration 70Q: 3 clusters Score -1.061952e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -10619519.000000 Penalty: 5815.904785
	Iteration 71Q: 3 clusters Score -1.061952e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -10619529.000000 Penalty: 5815.904785
	Iteration 72Q: 3 clusters Score -1.061953e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -10619521.000000 Penalty: 5815.904785
	Iteration 73Q: 3 clusters Score -1.061952e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108048 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -10619543.000000 Penalty: 5815.904785
	Iteration 74Q: 3 clusters Score -1.061954e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -10619564.000000 Penalty: 5815.904785
	Iteration 75Q: 3 clusters Score -1.061956e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -10619567.000000 Penalty: 5815.904785
	Iteration 76Q: 3 clusters Score -1.061957e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -10619580.000000 Penalty: 5815.904785
	Iteration 77Q: 3 clusters Score -1.061958e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -10619592.000000 Penalty: 5815.904785
	Iteration 78Q: 3 clusters Score -1.061959e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108726 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -10619592.000000 Penalty: 5815.904785
	Iteration 79Q: 3 clusters Score -1.061959e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -10619592.000000 Penalty: 5815.904785
	Iteration 80F: 3 clusters Score -1.061959e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -10619609.000000 Penalty: 5815.904785
	Iteration 81Q: 3 clusters Score -1.061961e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -10619621.000000 Penalty: 5815.904785
	Iteration 82Q: 3 clusters Score -1.061962e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109411 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -10619644.000000 Penalty: 5815.904785
	Iteration 83Q: 3 clusters Score -1.061964e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -10619639.000000 Penalty: 5815.904785
	Iteration 84Q: 3 clusters Score -1.061964e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109728 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -10619639.000000 Penalty: 5815.904785
	Iteration 85Q: 3 clusters Score -1.061964e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -10619663.000000 Penalty: 5815.904785
	Iteration 86Q: 3 clusters Score -1.061966e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110032 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -10619662.000000 Penalty: 5815.904785
	Iteration 87Q: 3 clusters Score -1.061966e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -10619695.000000 Penalty: 5815.904785
	Iteration 88Q: 3 clusters Score -1.06197e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110363 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -10619687.000000 Penalty: 5815.904785
	Iteration 89Q: 3 clusters Score -1.061969e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110547 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -10619735.000000 Penalty: 5815.904785
	Iteration 90Q: 3 clusters Score -1.061974e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -10619728.000000 Penalty: 5815.904785
	Iteration 91Q: 3 clusters Score -1.061973e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110948 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -10619764.000000 Penalty: 5815.904785
	Iteration 92Q: 3 clusters Score -1.061976e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -10619799.000000 Penalty: 5815.904785
	Iteration 93Q: 3 clusters Score -1.06198e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111391 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -10619803.000000 Penalty: 5815.904785
	Iteration 94Q: 3 clusters Score -1.06198e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -10619856.000000 Penalty: 5815.904785
	Iteration 95Q: 3 clusters Score -1.061986e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -10619932.000000 Penalty: 5815.904785
	Iteration 96Q: 3 clusters Score -1.061993e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112082 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -10619964.000000 Penalty: 5815.904785
	Iteration 97Q: 3 clusters Score -1.061996e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112351 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -10620021.000000 Penalty: 5815.904785
	Iteration 98Q: 3 clusters Score -1.062002e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -10620046.000000 Penalty: 5815.904785
	Iteration 99Q: 3 clusters Score -1.062005e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112913 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -10620098.000000 Penalty: 5815.904785
	Iteration 100F: 3 clusters Score -1.06201e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113184 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -10620127.000000 Penalty: 5815.904785
	Iteration 101Q: 3 clusters Score -1.062013e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113448 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -10620190.000000 Penalty: 5815.904785
	Iteration 102Q: 3 clusters Score -1.062019e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -10620242.000000 Penalty: 5815.904785
	Iteration 103Q: 3 clusters Score -1.062024e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113944 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -10620282.000000 Penalty: 5815.904785
	Iteration 104Q: 3 clusters Score -1.062028e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114202 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -10620303.000000 Penalty: 5815.904785
	Iteration 105Q: 3 clusters Score -1.06203e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114476 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -10620355.000000 Penalty: 5815.904785
	Iteration 106Q: 3 clusters Score -1.062036e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -10620406.000000 Penalty: 5815.904785
	Iteration 107Q: 3 clusters Score -1.062041e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -10620450.000000 Penalty: 5815.904785
	Iteration 108Q: 3 clusters Score -1.062045e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -10620470.000000 Penalty: 5815.904785
	Iteration 109Q: 3 clusters Score -1.062047e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115574 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -10620565.000000 Penalty: 5815.904785
	Iteration 110Q: 3 clusters Score -1.062056e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -10620618.000000 Penalty: 5815.904785
	Iteration 111Q: 3 clusters Score -1.062062e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -10620698.000000 Penalty: 5815.904785
	Iteration 112Q: 3 clusters Score -1.06207e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116429 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -10620726.000000 Penalty: 5815.904785
	Iteration 113Q: 3 clusters Score -1.062073e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -10620767.000000 Penalty: 5815.904785
	Iteration 114Q: 3 clusters Score -1.062077e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117018 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -10620840.000000 Penalty: 5815.904785
	Iteration 115Q: 3 clusters Score -1.062084e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117310 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -10620906.000000 Penalty: 5815.904785
	Iteration 116Q: 3 clusters Score -1.062091e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117611 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -10620991.000000 Penalty: 5815.904785
	Iteration 117Q: 3 clusters Score -1.062099e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -10621058.000000 Penalty: 5815.904785
	Iteration 118Q: 3 clusters Score -1.062106e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118162 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -10621095.000000 Penalty: 5815.904785
	Iteration 119Q: 3 clusters Score -1.06211e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -10621183.000000 Penalty: 5815.904785
	Iteration 120F: 3 clusters Score -1.062118e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118648 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -10621251.000000 Penalty: 5815.904785
	Iteration 121Q: 3 clusters Score -1.062125e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118864 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -10621315.000000 Penalty: 5815.904785
	Iteration 122Q: 3 clusters Score -1.062132e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -10621386.000000 Penalty: 5815.904785
	Iteration 123Q: 3 clusters Score -1.062139e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -10621444.000000 Penalty: 5815.904785
	Iteration 124Q: 3 clusters Score -1.062144e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -10621476.000000 Penalty: 5815.904785
	Iteration 125Q: 3 clusters Score -1.062148e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -10621494.000000 Penalty: 5815.904785
	Iteration 126Q: 3 clusters Score -1.062149e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119769 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -10621529.000000 Penalty: 5815.904785
	Iteration 127Q: 3 clusters Score -1.062153e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119907 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -10621559.000000 Penalty: 5815.904785
	Iteration 128Q: 3 clusters Score -1.062156e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120039 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -10621572.000000 Penalty: 5815.904785
	Iteration 129Q: 3 clusters Score -1.062157e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120166 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -10621585.000000 Penalty: 5815.904785
	Iteration 130Q: 3 clusters Score -1.062158e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -10621605.000000 Penalty: 5815.904785
	Iteration 131Q: 3 clusters Score -1.06216e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120387 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -10621651.000000 Penalty: 5815.904785
	Iteration 132Q: 3 clusters Score -1.062165e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -10621673.000000 Penalty: 5815.904785
	Iteration 133Q: 3 clusters Score -1.062167e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120532 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -10621694.000000 Penalty: 5815.904785
	Iteration 134Q: 3 clusters Score -1.062169e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -10621686.000000 Penalty: 5815.904785
	Iteration 135Q: 3 clusters Score -1.062169e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120613 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -10621718.000000 Penalty: 5815.904785
	Iteration 136Q: 3 clusters Score -1.062172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10621726.000000 Penalty: 5815.904785
	Iteration 137Q: 3 clusters Score -1.062173e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -10621729.000000 Penalty: 5815.904785
	Iteration 138Q: 3 clusters Score -1.062173e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120716 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -10621741.000000 Penalty: 5815.904785
	Iteration 139Q: 3 clusters Score -1.062174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120749 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -10621741.000000 Penalty: 5815.904785
	Iteration 140F: 3 clusters Score -1.062174e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120787 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -10621740.000000 Penalty: 5815.904785
	Iteration 141Q: 3 clusters Score -1.062174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120821 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10621752.000000 Penalty: 5815.904785
	Iteration 142Q: 3 clusters Score -1.062175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120853 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -10621766.000000 Penalty: 5815.904785
	Iteration 143Q: 3 clusters Score -1.062177e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120884 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -10621790.000000 Penalty: 5815.904785
	Iteration 144Q: 3 clusters Score -1.062179e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120919 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10621801.000000 Penalty: 5815.904785
	Iteration 145Q: 3 clusters Score -1.06218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120965 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -10621809.000000 Penalty: 5815.904785
	Iteration 146Q: 3 clusters Score -1.062181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121002 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -10621821.000000 Penalty: 5815.904785
	Iteration 147Q: 3 clusters Score -1.062182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121041 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10621832.000000 Penalty: 5815.904785
	Iteration 148Q: 3 clusters Score -1.062183e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -10621842.000000 Penalty: 5815.904785
	Iteration 149Q: 3 clusters Score -1.062184e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -10621841.000000 Penalty: 5815.904785
	Iteration 150Q: 3 clusters Score -1.062184e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -10621839.000000 Penalty: 5815.904785
	Iteration 151Q: 3 clusters Score -1.062184e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121172 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -10621843.000000 Penalty: 5815.904785
	Iteration 152Q: 3 clusters Score -1.062184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121197 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -10621850.000000 Penalty: 5815.904785
	Iteration 153Q: 3 clusters Score -1.062185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121224 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -10621861.000000 Penalty: 5815.904785
	Iteration 154Q: 3 clusters Score -1.062186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121249 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10621853.000000 Penalty: 5815.904785
	Iteration 155Q: 3 clusters Score -1.062185e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121271 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10621838.000000 Penalty: 5815.904785
	Iteration 156Q: 3 clusters Score -1.062184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10621834.000000 Penalty: 5815.904785
	Iteration 157Q: 3 clusters Score -1.062183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121299 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -10621839.000000 Penalty: 5815.904785
	Iteration 158Q: 3 clusters Score -1.062184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121310 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -10621826.000000 Penalty: 5815.904785
	Iteration 159Q: 3 clusters Score -1.062183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -10621847.000000 Penalty: 5815.904785
	Iteration 160F: 3 clusters Score -1.062185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121322 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -10621846.000000 Penalty: 5815.904785
	Iteration 161Q: 3 clusters Score -1.062185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121328 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -10621851.000000 Penalty: 5815.904785
	Iteration 162Q: 3 clusters Score -1.062185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121335 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -10621836.000000 Penalty: 5815.904785
	Iteration 163Q: 3 clusters Score -1.062184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121343 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -10621849.000000 Penalty: 5815.904785
	Iteration 164Q: 3 clusters Score -1.062185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121350 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -10621850.000000 Penalty: 5815.904785
	Iteration 165Q: 3 clusters Score -1.062185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121355 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10621845.000000 Penalty: 5815.904785
	Iteration 166Q: 3 clusters Score -1.062184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121356 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -10621863.000000 Penalty: 5815.904785
	Iteration 167Q: 3 clusters Score -1.062186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121361 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -10621858.000000 Penalty: 5815.904785
	Iteration 168Q: 3 clusters Score -1.062186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121365 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -10621864.000000 Penalty: 5815.904785
	Iteration 169Q: 3 clusters Score -1.062186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10621846.000000 Penalty: 5815.904785
	Iteration 170Q: 3 clusters Score -1.062185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121373 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -10621834.000000 Penalty: 5815.904785
	Iteration 171Q: 3 clusters Score -1.062183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121376 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -10621836.000000 Penalty: 5815.904785
	Iteration 172Q: 3 clusters Score -1.062184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121380 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -10621841.000000 Penalty: 5815.904785
	Iteration 173Q: 3 clusters Score -1.062184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -10621841.000000 Penalty: 5815.904785
	Iteration 174Q: 3 clusters Score -1.062184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121389 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -10621842.000000 Penalty: 5815.904785
	Iteration 175Q: 3 clusters Score -1.062184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121391 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10621839.000000 Penalty: 5815.904785
	Iteration 176Q: 3 clusters Score -1.062184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121393 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -10621845.000000 Penalty: 5815.904785
	Iteration 177Q: 3 clusters Score -1.062184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121394 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -10621840.000000 Penalty: 5815.904785
	Iteration 178Q: 3 clusters Score -1.062184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121395 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -10621842.000000 Penalty: 5815.904785
	Iteration 179Q: 3 clusters Score -1.062184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121395 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -10621842.000000 Penalty: 5815.904785
	Iteration 180F: 3 clusters Score -1.062184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Entering Unmasked Estep 
Score: -472456.593750 Penalty: 2164.649658
	Iteration 0F: 2 clusters Score -472456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -467224.156250 Penalty: 4329.299316
	Iteration 0F: 3 clusters Score -467224.2 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -468562.812500 Penalty: 4329.299316
	Iteration 1F: 3 clusters Score -468562.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -468822.843750 Penalty: 4329.299316
	Iteration 2F: 3 clusters Score -468822.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -468983.281250 Penalty: 4329.299316
	Iteration 3F: 3 clusters Score -468983.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -469105.656250 Penalty: 4329.299316
	Iteration 4Q: 3 clusters Score -469105.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -469205.218750 Penalty: 4329.299316
	Iteration 5Q: 3 clusters Score -469205.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -469281.937500 Penalty: 4329.299316
	Iteration 6Q: 3 clusters Score -469281.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -469358.187500 Penalty: 4329.299316
	Iteration 7Q: 3 clusters Score -469358.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -469430.375000 Penalty: 4329.299316
	Iteration 8Q: 3 clusters Score -469430.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -469490.968750 Penalty: 4329.299316
	Iteration 9Q: 3 clusters Score -469491 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -469531.250000 Penalty: 4329.299316
	Iteration 10Q: 3 clusters Score -469531.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -469564.000000 Penalty: 4329.299316
	Iteration 11Q: 3 clusters Score -469564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -469590.468750 Penalty: 4329.299316
	Iteration 12Q: 3 clusters Score -469590.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -469613.437500 Penalty: 4329.299316
	Iteration 13Q: 3 clusters Score -469613.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -469635.468750 Penalty: 4329.299316
	Iteration 14Q: 3 clusters Score -469635.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -469659.906250 Penalty: 4329.299316
	Iteration 15Q: 3 clusters Score -469659.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -469685.812500 Penalty: 4329.299316
	Iteration 16Q: 3 clusters Score -469685.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -469707.843750 Penalty: 4329.299316
	Iteration 17Q: 3 clusters Score -469707.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -469727.406250 Penalty: 4329.299316
	Iteration 18Q: 3 clusters Score -469727.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -469741.187500 Penalty: 4329.299316
	Iteration 19Q: 3 clusters Score -469741.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -469761.125000 Penalty: 4329.299316
	Iteration 20F: 3 clusters Score -469761.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -469780.593750 Penalty: 4329.299316
	Iteration 21Q: 3 clusters Score -469780.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -469799.468750 Penalty: 4329.299316
	Iteration 22Q: 3 clusters Score -469799.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -469816.312500 Penalty: 4329.299316
	Iteration 23Q: 3 clusters Score -469816.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -469835.500000 Penalty: 4329.299316
	Iteration 24Q: 3 clusters Score -469835.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -469858.562500 Penalty: 4329.299316
	Iteration 25Q: 3 clusters Score -469858.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -469880.062500 Penalty: 4329.299316
	Iteration 26Q: 3 clusters Score -469880.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -469913.156250 Penalty: 4329.299316
	Iteration 27Q: 3 clusters Score -469913.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -469948.500000 Penalty: 4329.299316
	Iteration 28Q: 3 clusters Score -469948.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -469988.406250 Penalty: 4329.299316
	Iteration 29Q: 3 clusters Score -469988.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -470028.156250 Penalty: 4329.299316
	Iteration 30Q: 3 clusters Score -470028.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -470072.500000 Penalty: 4329.299316
	Iteration 31Q: 3 clusters Score -470072.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -470121.687500 Penalty: 4329.299316
	Iteration 32Q: 3 clusters Score -470121.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -470170.593750 Penalty: 4329.299316
	Iteration 33Q: 3 clusters Score -470170.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -470209.625000 Penalty: 4329.299316
	Iteration 34Q: 3 clusters Score -470209.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -470249.750000 Penalty: 4329.299316
	Iteration 35Q: 3 clusters Score -470249.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -470298.718750 Penalty: 4329.299316
	Iteration 36Q: 3 clusters Score -470298.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -470354.906250 Penalty: 4329.299316
	Iteration 37Q: 3 clusters Score -470354.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -470417.156250 Penalty: 4329.299316
	Iteration 38Q: 3 clusters Score -470417.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -470497.218750 Penalty: 4329.299316
	Iteration 39Q: 3 clusters Score -470497.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -470603.468750 Penalty: 4329.299316
	Iteration 40F: 3 clusters Score -470603.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -470721.312500 Penalty: 4329.299316
	Iteration 41Q: 3 clusters Score -470721.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -470817.093750 Penalty: 4329.299316
	Iteration 42Q: 3 clusters Score -470817.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -470880.906250 Penalty: 4329.299316
	Iteration 43Q: 3 clusters Score -470880.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -470922.656250 Penalty: 4329.299316
	Iteration 44Q: 3 clusters Score -470922.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -470954.031250 Penalty: 4329.299316
	Iteration 45Q: 3 clusters Score -470954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -470975.437500 Penalty: 4329.299316
	Iteration 46Q: 3 clusters Score -470975.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -470991.968750 Penalty: 4329.299316
	Iteration 47Q: 3 clusters Score -470992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -471006.343750 Penalty: 4329.299316
	Iteration 48Q: 3 clusters Score -471006.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -471019.875000 Penalty: 4329.299316
	Iteration 49Q: 3 clusters Score -471019.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -471030.437500 Penalty: 4329.299316
	Iteration 50Q: 3 clusters Score -471030.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -471038.562500 Penalty: 4329.299316
	Iteration 51Q: 3 clusters Score -471038.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -471048.250000 Penalty: 4329.299316
	Iteration 52Q: 3 clusters Score -471048.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -471057.937500 Penalty: 4329.299316
	Iteration 53Q: 3 clusters Score -471057.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -471068.093750 Penalty: 4329.299316
	Iteration 54Q: 3 clusters Score -471068.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -471074.531250 Penalty: 4329.299316
	Iteration 55Q: 3 clusters Score -471074.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -471082.656250 Penalty: 4329.299316
	Iteration 56Q: 3 clusters Score -471082.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -471088.156250 Penalty: 4329.299316
	Iteration 57Q: 3 clusters Score -471088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -471092.250000 Penalty: 4329.299316
	Iteration 58Q: 3 clusters Score -471092.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -471097.468750 Penalty: 4329.299316
	Iteration 59Q: 3 clusters Score -471097.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -471102.031250 Penalty: 4329.299316
	Iteration 60F: 3 clusters Score -471102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471107.187500 Penalty: 4329.299316
	Iteration 61Q: 3 clusters Score -471107.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -471111.625000 Penalty: 4329.299316
	Iteration 62Q: 3 clusters Score -471111.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -471115.906250 Penalty: 4329.299316
	Iteration 63Q: 3 clusters Score -471115.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -471120.687500 Penalty: 4329.299316
	Iteration 64Q: 3 clusters Score -471120.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -471123.375000 Penalty: 4329.299316
	Iteration 65Q: 3 clusters Score -471123.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -471124.687500 Penalty: 4329.299316
	Iteration 66Q: 3 clusters Score -471124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -471127.593750 Penalty: 4329.299316
	Iteration 67Q: 3 clusters Score -471127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -471129.093750 Penalty: 4329.299316
	Iteration 68Q: 3 clusters Score -471129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -471129.843750 Penalty: 4329.299316
	Iteration 69Q: 3 clusters Score -471129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -471131.343750 Penalty: 4329.299316
	Iteration 70Q: 3 clusters Score -471131.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -471132.968750 Penalty: 4329.299316
	Iteration 71Q: 3 clusters Score -471133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -471133.375000 Penalty: 4329.299316
	Iteration 72Q: 3 clusters Score -471133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -471136.656250 Penalty: 4329.299316
	Iteration 73Q: 3 clusters Score -471136.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -471137.500000 Penalty: 4329.299316
	Iteration 74Q: 3 clusters Score -471137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -471138.468750 Penalty: 4329.299316
	Iteration 75Q: 3 clusters Score -471138.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -471142.875000 Penalty: 4329.299316
	Iteration 76Q: 3 clusters Score -471142.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -471147.750000 Penalty: 4329.299316
	Iteration 77Q: 3 clusters Score -471147.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -471151.437500 Penalty: 4329.299316
	Iteration 78Q: 3 clusters Score -471151.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -471155.562500 Penalty: 4329.299316
	Iteration 79Q: 3 clusters Score -471155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -471162.562500 Penalty: 4329.299316
	Iteration 80F: 3 clusters Score -471162.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -471165.125000 Penalty: 4329.299316
	Iteration 81Q: 3 clusters Score -471165.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -471169.312500 Penalty: 4329.299316
	Iteration 82Q: 3 clusters Score -471169.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -471173.781250 Penalty: 4329.299316
	Iteration 83Q: 3 clusters Score -471173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -471177.031250 Penalty: 4329.299316
	Iteration 84Q: 3 clusters Score -471177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -471183.843750 Penalty: 4329.299316
	Iteration 85Q: 3 clusters Score -471183.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -471187.375000 Penalty: 4329.299316
	Iteration 86Q: 3 clusters Score -471187.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -471189.968750 Penalty: 4329.299316
	Iteration 87Q: 3 clusters Score -471190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -471193.875000 Penalty: 4329.299316
	Iteration 88Q: 3 clusters Score -471193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -471196.031250 Penalty: 4329.299316
	Iteration 89Q: 3 clusters Score -471196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -471211.906250 Penalty: 4329.299316
	Iteration 90Q: 3 clusters Score -471211.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -471243.843750 Penalty: 4329.299316
	Iteration 91Q: 3 clusters Score -471243.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -471301.625000 Penalty: 4329.299316
	Iteration 92Q: 3 clusters Score -471301.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -471360.906250 Penalty: 4329.299316
	Iteration 93Q: 3 clusters Score -471360.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -471432.843750 Penalty: 4329.299316
	Iteration 94Q: 3 clusters Score -471432.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -471536.843750 Penalty: 4329.299316
	Iteration 95Q: 3 clusters Score -471536.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -471605.250000 Penalty: 4329.299316
	Iteration 96Q: 3 clusters Score -471605.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -471663.843750 Penalty: 4329.299316
	Iteration 97Q: 3 clusters Score -471663.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -471716.125000 Penalty: 4329.299316
	Iteration 98Q: 3 clusters Score -471716.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -471756.000000 Penalty: 4329.299316
	Iteration 99Q: 3 clusters Score -471756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -471802.000000 Penalty: 4329.299316
	Iteration 100F: 3 clusters Score -471802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -471832.687500 Penalty: 4329.299316
	Iteration 101Q: 3 clusters Score -471832.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -471847.281250 Penalty: 4329.299316
	Iteration 102Q: 3 clusters Score -471847.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -471856.875000 Penalty: 4329.299316
	Iteration 103Q: 3 clusters Score -471856.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -471862.875000 Penalty: 4329.299316
	Iteration 104Q: 3 clusters Score -471862.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -471866.500000 Penalty: 4329.299316
	Iteration 105Q: 3 clusters Score -471866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -471868.812500 Penalty: 4329.299316
	Iteration 106Q: 3 clusters Score -471868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -471869.812500 Penalty: 4329.299316
	Iteration 107Q: 3 clusters Score -471869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -471872.343750 Penalty: 4329.299316
	Iteration 108Q: 3 clusters Score -471872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -471875.062500 Penalty: 4329.299316
	Iteration 109Q: 3 clusters Score -471875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -471877.125000 Penalty: 4329.299316
	Iteration 110Q: 3 clusters Score -471877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -471879.156250 Penalty: 4329.299316
	Iteration 111Q: 3 clusters Score -471879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -471879.375000 Penalty: 4329.299316
	Iteration 112Q: 3 clusters Score -471879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -471879.375000 Penalty: 4329.299316
	Iteration 113F: 3 clusters Score -471879.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Entering Unmasked Estep 
Score: -722109.625000 Penalty: 2240.747559
	Iteration 0F: 2 clusters Score -722109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -715474.750000 Penalty: 4481.495117
	Iteration 0F: 3 clusters Score -715474.8 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -717342.500000 Penalty: 4481.495117
	Iteration 1F: 3 clusters Score -717342.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -717664.750000 Penalty: 4481.495117
	Iteration 2F: 3 clusters Score -717664.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -717956.937500 Penalty: 4481.495117
	Iteration 3F: 3 clusters Score -717956.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -718256.250000 Penalty: 4481.495117
	Iteration 4F: 3 clusters Score -718256.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -718569.812500 Penalty: 4481.495117
	Iteration 5F: 3 clusters Score -718569.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -718902.375000 Penalty: 4481.495117
	Iteration 6F: 3 clusters Score -718902.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -719204.937500 Penalty: 4481.495117
	Iteration 7F: 3 clusters Score -719204.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -719462.312500 Penalty: 4481.495117
	Iteration 8Q: 3 clusters Score -719462.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -719697.375000 Penalty: 4481.495117
	Iteration 9Q: 3 clusters Score -719697.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -719902.312500 Penalty: 4481.495117
	Iteration 10Q: 3 clusters Score -719902.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -720085.375000 Penalty: 4481.495117
	Iteration 11Q: 3 clusters Score -720085.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -720225.375000 Penalty: 4481.495117
	Iteration 12Q: 3 clusters Score -720225.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -720345.562500 Penalty: 4481.495117
	Iteration 13Q: 3 clusters Score -720345.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -720425.000000 Penalty: 4481.495117
	Iteration 14Q: 3 clusters Score -720425 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -720479.250000 Penalty: 4481.495117
	Iteration 15Q: 3 clusters Score -720479.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -720512.812500 Penalty: 4481.495117
	Iteration 16Q: 3 clusters Score -720512.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -720535.000000 Penalty: 4481.495117
	Iteration 17Q: 3 clusters Score -720535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -720546.312500 Penalty: 4481.495117
	Iteration 18Q: 3 clusters Score -720546.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -720552.375000 Penalty: 4481.495117
	Iteration 19Q: 3 clusters Score -720552.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -720555.750000 Penalty: 4481.495117
	Iteration 20F: 3 clusters Score -720555.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -720558.687500 Penalty: 4481.495117
	Iteration 21Q: 3 clusters Score -720558.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -720563.812500 Penalty: 4481.495117
	Iteration 22Q: 3 clusters Score -720563.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -720564.375000 Penalty: 4481.495117
	Iteration 23Q: 3 clusters Score -720564.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -720569.000000 Penalty: 4481.495117
	Iteration 24Q: 3 clusters Score -720569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -720568.750000 Penalty: 4481.495117
	Iteration 25Q: 3 clusters Score -720568.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -720569.062500 Penalty: 4481.495117
	Iteration 26Q: 3 clusters Score -720569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -720571.750000 Penalty: 4481.495117
	Iteration 27Q: 3 clusters Score -720571.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -720572.375000 Penalty: 4481.495117
	Iteration 28Q: 3 clusters Score -720572.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -720574.125000 Penalty: 4481.495117
	Iteration 29Q: 3 clusters Score -720574.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -720577.125000 Penalty: 4481.495117
	Iteration 30Q: 3 clusters Score -720577.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -720582.062500 Penalty: 4481.495117
	Iteration 31Q: 3 clusters Score -720582.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -720584.500000 Penalty: 4481.495117
	Iteration 32Q: 3 clusters Score -720584.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -720590.125000 Penalty: 4481.495117
	Iteration 33Q: 3 clusters Score -720590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -720591.437500 Penalty: 4481.495117
	Iteration 34Q: 3 clusters Score -720591.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -720592.500000 Penalty: 4481.495117
	Iteration 35Q: 3 clusters Score -720592.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -720594.750000 Penalty: 4481.495117
	Iteration 36Q: 3 clusters Score -720594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -720595.125000 Penalty: 4481.495117
	Iteration 37Q: 3 clusters Score -720595.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -720595.937500 Penalty: 4481.495117
	Iteration 38Q: 3 clusters Score -720595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -720597.562500 Penalty: 4481.495117
	Iteration 39Q: 3 clusters Score -720597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -720599.812500 Penalty: 4481.495117
	Iteration 40F: 3 clusters Score -720599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -720601.000000 Penalty: 4481.495117
	Iteration 41Q: 3 clusters Score -720601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -720600.500000 Penalty: 4481.495117
	Iteration 42Q: 3 clusters Score -720600.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -720600.500000 Penalty: 4481.495117
	Iteration 43F: 3 clusters Score -720600.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Entering Unmasked Estep 
Score: -2014748.375000 Penalty: 2492.155762
	Iteration 0F: 2 clusters Score -2014748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1998589.875000 Penalty: 4984.311523
	Iteration 0F: 3 clusters Score -1998590 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2004134.500000 Penalty: 4984.311523
	Iteration 1F: 3 clusters Score -2004134 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2004613.750000 Penalty: 4984.311523
	Iteration 2F: 3 clusters Score -2004614 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2005119.125000 Penalty: 4984.311523
	Iteration 3F: 3 clusters Score -2005119 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2005653.125000 Penalty: 4984.311523
	Iteration 4F: 3 clusters Score -2005653 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2006275.750000 Penalty: 4984.311523
	Iteration 5F: 3 clusters Score -2006276 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2006983.625000 Penalty: 4984.311523
	Iteration 6F: 3 clusters Score -2006984 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2007698.625000 Penalty: 4984.311523
	Iteration 7F: 3 clusters Score -2007699 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2008409.875000 Penalty: 4984.311523
	Iteration 8F: 3 clusters Score -2008410 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2009076.375000 Penalty: 4984.311523
	Iteration 9Q: 3 clusters Score -2009076 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2009687.625000 Penalty: 4984.311523
	Iteration 10Q: 3 clusters Score -2009688 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2010219.500000 Penalty: 4984.311523
	Iteration 11Q: 3 clusters Score -2010220 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2010706.125000 Penalty: 4984.311523
	Iteration 12Q: 3 clusters Score -2010706 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2011110.625000 Penalty: 4984.311523
	Iteration 13Q: 3 clusters Score -2011111 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2011411.375000 Penalty: 4984.311523
	Iteration 14Q: 3 clusters Score -2011411 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2011648.000000 Penalty: 4984.311523
	Iteration 15Q: 3 clusters Score -2011648 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2011832.000000 Penalty: 4984.311523
	Iteration 16Q: 3 clusters Score -2011832 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2011965.750000 Penalty: 4984.311523
	Iteration 17Q: 3 clusters Score -2011966 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2012061.375000 Penalty: 4984.311523
	Iteration 18Q: 3 clusters Score -2012061 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2012161.375000 Penalty: 4984.311523
	Iteration 19Q: 3 clusters Score -2012161 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2012228.500000 Penalty: 4984.311523
	Iteration 20F: 3 clusters Score -2012228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2012281.250000 Penalty: 4984.311523
	Iteration 21Q: 3 clusters Score -2012281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2012313.875000 Penalty: 4984.311523
	Iteration 22Q: 3 clusters Score -2012314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2012349.125000 Penalty: 4984.311523
	Iteration 23Q: 3 clusters Score -2012349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2012375.875000 Penalty: 4984.311523
	Iteration 24Q: 3 clusters Score -2012376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2012397.875000 Penalty: 4984.311523
	Iteration 25Q: 3 clusters Score -2012398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2012418.500000 Penalty: 4984.311523
	Iteration 26Q: 3 clusters Score -2012418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2012431.625000 Penalty: 4984.311523
	Iteration 27Q: 3 clusters Score -2012432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2012450.750000 Penalty: 4984.311523
	Iteration 28Q: 3 clusters Score -2012451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2012461.625000 Penalty: 4984.311523
	Iteration 29Q: 3 clusters Score -2012462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2012467.375000 Penalty: 4984.311523
	Iteration 30Q: 3 clusters Score -2012467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2012476.125000 Penalty: 4984.311523
	Iteration 31Q: 3 clusters Score -2012476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2012479.875000 Penalty: 4984.311523
	Iteration 32Q: 3 clusters Score -2012480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2012491.250000 Penalty: 4984.311523
	Iteration 33Q: 3 clusters Score -2012491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2012497.125000 Penalty: 4984.311523
	Iteration 34Q: 3 clusters Score -2012497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2012509.125000 Penalty: 4984.311523
	Iteration 35Q: 3 clusters Score -2012509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2012514.500000 Penalty: 4984.311523
	Iteration 36Q: 3 clusters Score -2012514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2012520.000000 Penalty: 4984.311523
	Iteration 37Q: 3 clusters Score -2012520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2012527.000000 Penalty: 4984.311523
	Iteration 38Q: 3 clusters Score -2012527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2012528.375000 Penalty: 4984.311523
	Iteration 39Q: 3 clusters Score -2012528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2012537.375000 Penalty: 4984.311523
	Iteration 40F: 3 clusters Score -2012537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2012539.250000 Penalty: 4984.311523
	Iteration 41Q: 3 clusters Score -2012539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2012546.500000 Penalty: 4984.311523
	Iteration 42Q: 3 clusters Score -2012546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2012549.750000 Penalty: 4984.311523
	Iteration 43Q: 3 clusters Score -2012550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2012549.500000 Penalty: 4984.311523
	Iteration 44Q: 3 clusters Score -2012550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2012552.250000 Penalty: 4984.311523
	Iteration 45Q: 3 clusters Score -2012552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2012557.000000 Penalty: 4984.311523
	Iteration 46Q: 3 clusters Score -2012557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2012557.375000 Penalty: 4984.311523
	Iteration 47Q: 3 clusters Score -2012557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2012558.500000 Penalty: 4984.311523
	Iteration 48Q: 3 clusters Score -2012558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2012559.625000 Penalty: 4984.311523
	Iteration 49Q: 3 clusters Score -2012560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2012561.125000 Penalty: 4984.311523
	Iteration 50Q: 3 clusters Score -2012561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2012569.500000 Penalty: 4984.311523
	Iteration 51Q: 3 clusters Score -2012570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2012572.125000 Penalty: 4984.311523
	Iteration 52Q: 3 clusters Score -2012572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2012575.250000 Penalty: 4984.311523
	Iteration 53Q: 3 clusters Score -2012575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2012578.625000 Penalty: 4984.311523
	Iteration 54Q: 3 clusters Score -2012579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2012583.875000 Penalty: 4984.311523
	Iteration 55Q: 3 clusters Score -2012584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2012588.500000 Penalty: 4984.311523
	Iteration 56Q: 3 clusters Score -2012588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2012597.625000 Penalty: 4984.311523
	Iteration 57Q: 3 clusters Score -2012598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2012596.125000 Penalty: 4984.311523
	Iteration 58Q: 3 clusters Score -2012596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2012597.250000 Penalty: 4984.311523
	Iteration 59Q: 3 clusters Score -2012597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2012601.000000 Penalty: 4984.311523
	Iteration 60F: 3 clusters Score -2012601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2012602.750000 Penalty: 4984.311523
	Iteration 61Q: 3 clusters Score -2012603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2012605.875000 Penalty: 4984.311523
	Iteration 62Q: 3 clusters Score -2012606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2012605.875000 Penalty: 4984.311523
	Iteration 63F: 3 clusters Score -2012606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -868909.250000 Penalty: 2307.485352
	Iteration 0F: 2 clusters Score -868909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -860590.625000 Penalty: 4614.970703
	Iteration 0F: 3 clusters Score -860590.6 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -863095.375000 Penalty: 4614.970703
	Iteration 1F: 3 clusters Score -863095.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -863593.437500 Penalty: 4614.970703
	Iteration 2F: 3 clusters Score -863593.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -864089.312500 Penalty: 4614.970703
	Iteration 3F: 3 clusters Score -864089.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -864594.687500 Penalty: 4614.970703
	Iteration 4F: 3 clusters Score -864594.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -865015.562500 Penalty: 4614.970703
	Iteration 5F: 3 clusters Score -865015.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -865388.062500 Penalty: 4614.970703
	Iteration 6Q: 3 clusters Score -865388.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -865757.687500 Penalty: 4614.970703
	Iteration 7Q: 3 clusters Score -865757.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -866144.687500 Penalty: 4614.970703
	Iteration 8Q: 3 clusters Score -866144.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -866451.250000 Penalty: 4614.970703
	Iteration 9Q: 3 clusters Score -866451.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -866669.625000 Penalty: 4614.970703
	Iteration 10Q: 3 clusters Score -866669.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -866854.750000 Penalty: 4614.970703
	Iteration 11Q: 3 clusters Score -866854.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -867001.312500 Penalty: 4614.970703
	Iteration 12Q: 3 clusters Score -867001.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -867109.375000 Penalty: 4614.970703
	Iteration 13Q: 3 clusters Score -867109.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -867207.125000 Penalty: 4614.970703
	Iteration 14Q: 3 clusters Score -867207.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -867280.562500 Penalty: 4614.970703
	Iteration 15Q: 3 clusters Score -867280.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -867326.312500 Penalty: 4614.970703
	Iteration 16Q: 3 clusters Score -867326.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -867372.687500 Penalty: 4614.970703
	Iteration 17Q: 3 clusters Score -867372.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -867420.250000 Penalty: 4614.970703
	Iteration 18Q: 3 clusters Score -867420.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -867454.000000 Penalty: 4614.970703
	Iteration 19Q: 3 clusters Score -867454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -867485.375000 Penalty: 4614.970703
	Iteration 20F: 3 clusters Score -867485.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -867511.875000 Penalty: 4614.970703
	Iteration 21Q: 3 clusters Score -867511.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -867537.250000 Penalty: 4614.970703
	Iteration 22Q: 3 clusters Score -867537.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -867560.750000 Penalty: 4614.970703
	Iteration 23Q: 3 clusters Score -867560.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -867586.687500 Penalty: 4614.970703
	Iteration 24Q: 3 clusters Score -867586.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -867607.937500 Penalty: 4614.970703
	Iteration 25Q: 3 clusters Score -867607.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -867628.250000 Penalty: 4614.970703
	Iteration 26Q: 3 clusters Score -867628.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -867640.000000 Penalty: 4614.970703
	Iteration 27Q: 3 clusters Score -867640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -867653.000000 Penalty: 4614.970703
	Iteration 28Q: 3 clusters Score -867653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -867663.750000 Penalty: 4614.970703
	Iteration 29Q: 3 clusters Score -867663.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -867672.312500 Penalty: 4614.970703
	Iteration 30Q: 3 clusters Score -867672.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -867677.500000 Penalty: 4614.970703
	Iteration 31Q: 3 clusters Score -867677.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -867681.250000 Penalty: 4614.970703
	Iteration 32Q: 3 clusters Score -867681.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -867684.562500 Penalty: 4614.970703
	Iteration 33Q: 3 clusters Score -867684.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -867685.000000 Penalty: 4614.970703
	Iteration 34Q: 3 clusters Score -867685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -867687.812500 Penalty: 4614.970703
	Iteration 35Q: 3 clusters Score -867687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -867689.250000 Penalty: 4614.970703
	Iteration 36Q: 3 clusters Score -867689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -867690.375000 Penalty: 4614.970703
	Iteration 37Q: 3 clusters Score -867690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -867689.937500 Penalty: 4614.970703
	Iteration 38Q: 3 clusters Score -867689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -867689.812500 Penalty: 4614.970703
	Iteration 39Q: 3 clusters Score -867689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -867689.812500 Penalty: 4614.970703
	Iteration 40F: 3 clusters Score -867689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Entering Unmasked Estep 
Score: -807228.500000 Penalty: 2266.699707
	Iteration 0F: 2 clusters Score -807228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -800040.000000 Penalty: 4533.399414
	Iteration 0F: 3 clusters Score -800040 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -802068.375000 Penalty: 4533.399414
	Iteration 1F: 3 clusters Score -802068.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -802297.000000 Penalty: 4533.399414
	Iteration 2F: 3 clusters Score -802297 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -802462.500000 Penalty: 4533.399414
	Iteration 3Q: 3 clusters Score -802462.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -802581.250000 Penalty: 4533.399414
	Iteration 4Q: 3 clusters Score -802581.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -802692.937500 Penalty: 4533.399414
	Iteration 5Q: 3 clusters Score -802692.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -802793.312500 Penalty: 4533.399414
	Iteration 6Q: 3 clusters Score -802793.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -802875.687500 Penalty: 4533.399414
	Iteration 7Q: 3 clusters Score -802875.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -802947.000000 Penalty: 4533.399414
	Iteration 8Q: 3 clusters Score -802947 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -803036.625000 Penalty: 4533.399414
	Iteration 9Q: 3 clusters Score -803036.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -803130.875000 Penalty: 4533.399414
	Iteration 10Q: 3 clusters Score -803130.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -803239.250000 Penalty: 4533.399414
	Iteration 11Q: 3 clusters Score -803239.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -803361.812500 Penalty: 4533.399414
	Iteration 12Q: 3 clusters Score -803361.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -803523.125000 Penalty: 4533.399414
	Iteration 13Q: 3 clusters Score -803523.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -803684.000000 Penalty: 4533.399414
	Iteration 14Q: 3 clusters Score -803684 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -803845.125000 Penalty: 4533.399414
	Iteration 15Q: 3 clusters Score -803845.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -804006.625000 Penalty: 4533.399414
	Iteration 16Q: 3 clusters Score -804006.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -804193.750000 Penalty: 4533.399414
	Iteration 17Q: 3 clusters Score -804193.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -804373.250000 Penalty: 4533.399414
	Iteration 18Q: 3 clusters Score -804373.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -804557.437500 Penalty: 4533.399414
	Iteration 19Q: 3 clusters Score -804557.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -804719.500000 Penalty: 4533.399414
	Iteration 20F: 3 clusters Score -804719.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -804824.437500 Penalty: 4533.399414
	Iteration 21Q: 3 clusters Score -804824.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -804917.250000 Penalty: 4533.399414
	Iteration 22Q: 3 clusters Score -804917.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -804984.187500 Penalty: 4533.399414
	Iteration 23Q: 3 clusters Score -804984.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -805031.625000 Penalty: 4533.399414
	Iteration 24Q: 3 clusters Score -805031.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -805064.875000 Penalty: 4533.399414
	Iteration 25Q: 3 clusters Score -805064.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -805078.562500 Penalty: 4533.399414
	Iteration 26Q: 3 clusters Score -805078.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -805089.000000 Penalty: 4533.399414
	Iteration 27Q: 3 clusters Score -805089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -805102.875000 Penalty: 4533.399414
	Iteration 28Q: 3 clusters Score -805102.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -805116.062500 Penalty: 4533.399414
	Iteration 29Q: 3 clusters Score -805116.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -805124.687500 Penalty: 4533.399414
	Iteration 30Q: 3 clusters Score -805124.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -805133.937500 Penalty: 4533.399414
	Iteration 31Q: 3 clusters Score -805133.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -805139.375000 Penalty: 4533.399414
	Iteration 32Q: 3 clusters Score -805139.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -805145.000000 Penalty: 4533.399414
	Iteration 33Q: 3 clusters Score -805145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -805151.500000 Penalty: 4533.399414
	Iteration 34Q: 3 clusters Score -805151.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -805154.062500 Penalty: 4533.399414
	Iteration 35Q: 3 clusters Score -805154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -805153.437500 Penalty: 4533.399414
	Iteration 36Q: 3 clusters Score -805153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -805155.062500 Penalty: 4533.399414
	Iteration 37Q: 3 clusters Score -805155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -805155.062500 Penalty: 4533.399414
	Iteration 38Q: 3 clusters Score -805155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -805158.000000 Penalty: 4533.399414
	Iteration 39Q: 3 clusters Score -805158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -805159.187500 Penalty: 4533.399414
	Iteration 40F: 3 clusters Score -805159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -805163.187500 Penalty: 4533.399414
	Iteration 41Q: 3 clusters Score -805163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -805166.562500 Penalty: 4533.399414
	Iteration 42Q: 3 clusters Score -805166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -805166.312500 Penalty: 4533.399414
	Iteration 43Q: 3 clusters Score -805166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -805170.625000 Penalty: 4533.399414
	Iteration 44Q: 3 clusters Score -805170.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -805176.437500 Penalty: 4533.399414
	Iteration 45Q: 3 clusters Score -805176.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -805177.312500 Penalty: 4533.399414
	Iteration 46Q: 3 clusters Score -805177.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -805177.687500 Penalty: 4533.399414
	Iteration 47Q: 3 clusters Score -805177.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -805178.187500 Penalty: 4533.399414
	Iteration 48Q: 3 clusters Score -805178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -805179.375000 Penalty: 4533.399414
	Iteration 49Q: 3 clusters Score -805179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -805182.312500 Penalty: 4533.399414
	Iteration 50Q: 3 clusters Score -805182.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -805182.000000 Penalty: 4533.399414
	Iteration 51Q: 3 clusters Score -805182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -805181.625000 Penalty: 4533.399414
	Iteration 52Q: 3 clusters Score -805181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -805181.625000 Penalty: 4533.399414
	Iteration 53Q: 3 clusters Score -805181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -805181.562500 Penalty: 4533.399414
	Iteration 54Q: 3 clusters Score -805181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -805181.375000 Penalty: 4533.399414
	Iteration 55Q: 3 clusters Score -805181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -805181.687500 Penalty: 4533.399414
	Iteration 56Q: 3 clusters Score -805181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -805182.625000 Penalty: 4533.399414
	Iteration 57Q: 3 clusters Score -805182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -805182.937500 Penalty: 4533.399414
	Iteration 58Q: 3 clusters Score -805182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -805182.812500 Penalty: 4533.399414
	Iteration 59Q: 3 clusters Score -805182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -805182.812500 Penalty: 4533.399414
	Iteration 60F: 3 clusters Score -805182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Entering Unmasked Estep 
Score: -990332.562500 Penalty: 2333.275879
	Iteration 0F: 2 clusters Score -990332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -981371.687500 Penalty: 4666.551758
	Iteration 0F: 3 clusters Score -981371.7 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -984199.500000 Penalty: 4666.551758
	Iteration 1F: 3 clusters Score -984199.5 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -984722.250000 Penalty: 4666.551758
	Iteration 2F: 3 clusters Score -984722.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -985183.000000 Penalty: 4666.551758
	Iteration 3F: 3 clusters Score -985183 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -985613.250000 Penalty: 4666.551758
	Iteration 4F: 3 clusters Score -985613.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -986013.062500 Penalty: 4666.551758
	Iteration 5F: 3 clusters Score -986013.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -986385.750000 Penalty: 4666.551758
	Iteration 6Q: 3 clusters Score -986385.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -986739.062500 Penalty: 4666.551758
	Iteration 7Q: 3 clusters Score -986739.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -987054.375000 Penalty: 4666.551758
	Iteration 8Q: 3 clusters Score -987054.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -987343.750000 Penalty: 4666.551758
	Iteration 9Q: 3 clusters Score -987343.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -987599.937500 Penalty: 4666.551758
	Iteration 10Q: 3 clusters Score -987599.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -987803.875000 Penalty: 4666.551758
	Iteration 11Q: 3 clusters Score -987803.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -987939.062500 Penalty: 4666.551758
	Iteration 12Q: 3 clusters Score -987939.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -988051.187500 Penalty: 4666.551758
	Iteration 13Q: 3 clusters Score -988051.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -988127.625000 Penalty: 4666.551758
	Iteration 14Q: 3 clusters Score -988127.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -988184.312500 Penalty: 4666.551758
	Iteration 15Q: 3 clusters Score -988184.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -988226.562500 Penalty: 4666.551758
	Iteration 16Q: 3 clusters Score -988226.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -988257.125000 Penalty: 4666.551758
	Iteration 17Q: 3 clusters Score -988257.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -988278.937500 Penalty: 4666.551758
	Iteration 18Q: 3 clusters Score -988278.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -988290.875000 Penalty: 4666.551758
	Iteration 19Q: 3 clusters Score -988290.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -988307.750000 Penalty: 4666.551758
	Iteration 20F: 3 clusters Score -988307.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -988322.437500 Penalty: 4666.551758
	Iteration 21Q: 3 clusters Score -988322.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -988334.812500 Penalty: 4666.551758
	Iteration 22Q: 3 clusters Score -988334.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -988339.375000 Penalty: 4666.551758
	Iteration 23Q: 3 clusters Score -988339.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -988343.375000 Penalty: 4666.551758
	Iteration 24Q: 3 clusters Score -988343.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -988348.562500 Penalty: 4666.551758
	Iteration 25Q: 3 clusters Score -988348.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -988360.000000 Penalty: 4666.551758
	Iteration 26Q: 3 clusters Score -988360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -988367.187500 Penalty: 4666.551758
	Iteration 27Q: 3 clusters Score -988367.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -988376.000000 Penalty: 4666.551758
	Iteration 28Q: 3 clusters Score -988376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -988382.812500 Penalty: 4666.551758
	Iteration 29Q: 3 clusters Score -988382.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -988387.875000 Penalty: 4666.551758
	Iteration 30Q: 3 clusters Score -988387.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -988390.562500 Penalty: 4666.551758
	Iteration 31Q: 3 clusters Score -988390.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -988395.437500 Penalty: 4666.551758
	Iteration 32Q: 3 clusters Score -988395.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -988401.375000 Penalty: 4666.551758
	Iteration 33Q: 3 clusters Score -988401.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -988407.625000 Penalty: 4666.551758
	Iteration 34Q: 3 clusters Score -988407.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -988411.562500 Penalty: 4666.551758
	Iteration 35Q: 3 clusters Score -988411.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -988415.750000 Penalty: 4666.551758
	Iteration 36Q: 3 clusters Score -988415.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -988422.437500 Penalty: 4666.551758
	Iteration 37Q: 3 clusters Score -988422.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -988423.312500 Penalty: 4666.551758
	Iteration 38Q: 3 clusters Score -988423.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -988427.312500 Penalty: 4666.551758
	Iteration 39Q: 3 clusters Score -988427.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -988427.625000 Penalty: 4666.551758
	Iteration 40F: 3 clusters Score -988427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -988428.500000 Penalty: 4666.551758
	Iteration 41Q: 3 clusters Score -988428.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -988426.812500 Penalty: 4666.551758
	Iteration 42Q: 3 clusters Score -988426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -988428.687500 Penalty: 4666.551758
	Iteration 43Q: 3 clusters Score -988428.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -988430.500000 Penalty: 4666.551758
	Iteration 44Q: 3 clusters Score -988430.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -988432.562500 Penalty: 4666.551758
	Iteration 45Q: 3 clusters Score -988432.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -988431.625000 Penalty: 4666.551758
	Iteration 46Q: 3 clusters Score -988431.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -988434.875000 Penalty: 4666.551758
	Iteration 47Q: 3 clusters Score -988434.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -988436.562500 Penalty: 4666.551758
	Iteration 48Q: 3 clusters Score -988436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -988437.562500 Penalty: 4666.551758
	Iteration 49Q: 3 clusters Score -988437.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -988437.375000 Penalty: 4666.551758
	Iteration 50Q: 3 clusters Score -988437.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -988436.687500 Penalty: 4666.551758
	Iteration 51Q: 3 clusters Score -988436.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -988436.375000 Penalty: 4666.551758
	Iteration 52Q: 3 clusters Score -988436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -988437.687500 Penalty: 4666.551758
	Iteration 53Q: 3 clusters Score -988437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -988437.625000 Penalty: 4666.551758
	Iteration 54Q: 3 clusters Score -988437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -988440.625000 Penalty: 4666.551758
	Iteration 55Q: 3 clusters Score -988440.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -988439.187500 Penalty: 4666.551758
	Iteration 56Q: 3 clusters Score -988439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -988442.562500 Penalty: 4666.551758
	Iteration 57Q: 3 clusters Score -988442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -988442.062500 Penalty: 4666.551758
	Iteration 58Q: 3 clusters Score -988442.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -988443.750000 Penalty: 4666.551758
	Iteration 59Q: 3 clusters Score -988443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -988447.062500 Penalty: 4666.551758
	Iteration 60F: 3 clusters Score -988447.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -988448.000000 Penalty: 4666.551758
	Iteration 61Q: 3 clusters Score -988448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -988447.250000 Penalty: 4666.551758
	Iteration 62Q: 3 clusters Score -988447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -988449.000000 Penalty: 4666.551758
	Iteration 63Q: 3 clusters Score -988449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -988448.937500 Penalty: 4666.551758
	Iteration 64Q: 3 clusters Score -988448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -988450.125000 Penalty: 4666.551758
	Iteration 65Q: 3 clusters Score -988450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -988449.500000 Penalty: 4666.551758
	Iteration 66Q: 3 clusters Score -988449.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -988451.062500 Penalty: 4666.551758
	Iteration 67Q: 3 clusters Score -988451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -988451.562500 Penalty: 4666.551758
	Iteration 68Q: 3 clusters Score -988451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -988454.500000 Penalty: 4666.551758
	Iteration 69Q: 3 clusters Score -988454.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -988453.250000 Penalty: 4666.551758
	Iteration 70Q: 3 clusters Score -988453.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -988455.625000 Penalty: 4666.551758
	Iteration 71Q: 3 clusters Score -988455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -988453.312500 Penalty: 4666.551758
	Iteration 72Q: 3 clusters Score -988453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -988455.187500 Penalty: 4666.551758
	Iteration 73Q: 3 clusters Score -988455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -988456.500000 Penalty: 4666.551758
	Iteration 74Q: 3 clusters Score -988456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -988456.437500 Penalty: 4666.551758
	Iteration 75Q: 3 clusters Score -988456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -988458.375000 Penalty: 4666.551758
	Iteration 76Q: 3 clusters Score -988458.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -988459.500000 Penalty: 4666.551758
	Iteration 77Q: 3 clusters Score -988459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -988459.625000 Penalty: 4666.551758
	Iteration 78Q: 3 clusters Score -988459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -988459.437500 Penalty: 4666.551758
	Iteration 79Q: 3 clusters Score -988459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -988460.125000 Penalty: 4666.551758
	Iteration 80F: 3 clusters Score -988460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Entering Unmasked Estep 
Score: -467938.093750 Penalty: 2127.741943
	Iteration 0F: 2 clusters Score -467938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -463246.125000 Penalty: 4255.483887
	Iteration 0F: 3 clusters Score -463246.1 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -464356.593750 Penalty: 4255.483887
	Iteration 1F: 3 clusters Score -464356.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -464585.437500 Penalty: 4255.483887
	Iteration 2F: 3 clusters Score -464585.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -464725.593750 Penalty: 4255.483887
	Iteration 3F: 3 clusters Score -464725.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -464827.812500 Penalty: 4255.483887
	Iteration 4Q: 3 clusters Score -464827.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -464898.968750 Penalty: 4255.483887
	Iteration 5Q: 3 clusters Score -464899 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -464945.718750 Penalty: 4255.483887
	Iteration 6Q: 3 clusters Score -464945.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -464982.906250 Penalty: 4255.483887
	Iteration 7Q: 3 clusters Score -464982.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -465012.312500 Penalty: 4255.483887
	Iteration 8Q: 3 clusters Score -465012.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -465045.750000 Penalty: 4255.483887
	Iteration 9Q: 3 clusters Score -465045.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -465072.218750 Penalty: 4255.483887
	Iteration 10Q: 3 clusters Score -465072.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -465103.656250 Penalty: 4255.483887
	Iteration 11Q: 3 clusters Score -465103.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -465132.031250 Penalty: 4255.483887
	Iteration 12Q: 3 clusters Score -465132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -465154.406250 Penalty: 4255.483887
	Iteration 13Q: 3 clusters Score -465154.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -465169.875000 Penalty: 4255.483887
	Iteration 14Q: 3 clusters Score -465169.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -465187.343750 Penalty: 4255.483887
	Iteration 15Q: 3 clusters Score -465187.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -465207.218750 Penalty: 4255.483887
	Iteration 16Q: 3 clusters Score -465207.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -465225.968750 Penalty: 4255.483887
	Iteration 17Q: 3 clusters Score -465226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -465249.781250 Penalty: 4255.483887
	Iteration 18Q: 3 clusters Score -465249.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -465272.250000 Penalty: 4255.483887
	Iteration 19Q: 3 clusters Score -465272.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -465294.906250 Penalty: 4255.483887
	Iteration 20F: 3 clusters Score -465294.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -465320.531250 Penalty: 4255.483887
	Iteration 21Q: 3 clusters Score -465320.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -465342.000000 Penalty: 4255.483887
	Iteration 22Q: 3 clusters Score -465342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -465363.656250 Penalty: 4255.483887
	Iteration 23Q: 3 clusters Score -465363.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -465385.937500 Penalty: 4255.483887
	Iteration 24Q: 3 clusters Score -465385.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -465409.156250 Penalty: 4255.483887
	Iteration 25Q: 3 clusters Score -465409.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -465434.781250 Penalty: 4255.483887
	Iteration 26Q: 3 clusters Score -465434.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -465466.812500 Penalty: 4255.483887
	Iteration 27Q: 3 clusters Score -465466.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -465509.562500 Penalty: 4255.483887
	Iteration 28Q: 3 clusters Score -465509.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -465554.000000 Penalty: 4255.483887
	Iteration 29Q: 3 clusters Score -465554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -465595.906250 Penalty: 4255.483887
	Iteration 30Q: 3 clusters Score -465595.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -465635.906250 Penalty: 4255.483887
	Iteration 31Q: 3 clusters Score -465635.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -465681.937500 Penalty: 4255.483887
	Iteration 32Q: 3 clusters Score -465681.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -465726.031250 Penalty: 4255.483887
	Iteration 33Q: 3 clusters Score -465726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -465754.375000 Penalty: 4255.483887
	Iteration 34Q: 3 clusters Score -465754.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -465778.781250 Penalty: 4255.483887
	Iteration 35Q: 3 clusters Score -465778.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -465801.625000 Penalty: 4255.483887
	Iteration 36Q: 3 clusters Score -465801.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -465821.187500 Penalty: 4255.483887
	Iteration 37Q: 3 clusters Score -465821.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -465839.187500 Penalty: 4255.483887
	Iteration 38Q: 3 clusters Score -465839.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -465858.593750 Penalty: 4255.483887
	Iteration 39Q: 3 clusters Score -465858.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -465878.000000 Penalty: 4255.483887
	Iteration 40F: 3 clusters Score -465878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -465900.218750 Penalty: 4255.483887
	Iteration 41Q: 3 clusters Score -465900.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -465917.500000 Penalty: 4255.483887
	Iteration 42Q: 3 clusters Score -465917.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -465934.781250 Penalty: 4255.483887
	Iteration 43Q: 3 clusters Score -465934.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -465956.468750 Penalty: 4255.483887
	Iteration 44Q: 3 clusters Score -465956.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -465975.625000 Penalty: 4255.483887
	Iteration 45Q: 3 clusters Score -465975.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -465994.718750 Penalty: 4255.483887
	Iteration 46Q: 3 clusters Score -465994.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -466009.781250 Penalty: 4255.483887
	Iteration 47Q: 3 clusters Score -466009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -466023.343750 Penalty: 4255.483887
	Iteration 48Q: 3 clusters Score -466023.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -466034.000000 Penalty: 4255.483887
	Iteration 49Q: 3 clusters Score -466034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -466042.437500 Penalty: 4255.483887
	Iteration 50Q: 3 clusters Score -466042.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -466048.093750 Penalty: 4255.483887
	Iteration 51Q: 3 clusters Score -466048.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -466054.000000 Penalty: 4255.483887
	Iteration 52Q: 3 clusters Score -466054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -466061.375000 Penalty: 4255.483887
	Iteration 53Q: 3 clusters Score -466061.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -466067.343750 Penalty: 4255.483887
	Iteration 54Q: 3 clusters Score -466067.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -466082.718750 Penalty: 4255.483887
	Iteration 55Q: 3 clusters Score -466082.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -466092.218750 Penalty: 4255.483887
	Iteration 56Q: 3 clusters Score -466092.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -466104.531250 Penalty: 4255.483887
	Iteration 57Q: 3 clusters Score -466104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -466110.312500 Penalty: 4255.483887
	Iteration 58Q: 3 clusters Score -466110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -466113.562500 Penalty: 4255.483887
	Iteration 59Q: 3 clusters Score -466113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -466116.406250 Penalty: 4255.483887
	Iteration 60F: 3 clusters Score -466116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -466117.156250 Penalty: 4255.483887
	Iteration 61Q: 3 clusters Score -466117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -466117.656250 Penalty: 4255.483887
	Iteration 62Q: 3 clusters Score -466117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -466118.468750 Penalty: 4255.483887
	Iteration 63Q: 3 clusters Score -466118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -466118.468750 Penalty: 4255.483887
	Iteration 64F: 3 clusters Score -466118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -402982.531250 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -402982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -398761.218750 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -398761.2 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -399689.625000 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -399689.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -399856.718750 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -399856.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -399946.968750 Penalty: 4181.009277
	Iteration 3Q: 3 clusters Score -399947 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -400007.468750 Penalty: 4181.009277
	Iteration 4Q: 3 clusters Score -400007.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -400050.062500 Penalty: 4181.009277
	Iteration 5Q: 3 clusters Score -400050.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -400085.343750 Penalty: 4181.009277
	Iteration 6Q: 3 clusters Score -400085.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -400117.531250 Penalty: 4181.009277
	Iteration 7Q: 3 clusters Score -400117.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -400148.750000 Penalty: 4181.009277
	Iteration 8Q: 3 clusters Score -400148.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -400170.843750 Penalty: 4181.009277
	Iteration 9Q: 3 clusters Score -400170.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -400184.562500 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -400184.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -400196.718750 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -400196.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -400207.906250 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -400207.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -400221.281250 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -400221.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -400228.187500 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -400228.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -400239.562500 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -400239.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -400248.437500 Penalty: 4181.009277
	Iteration 16Q: 3 clusters Score -400248.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -400262.000000 Penalty: 4181.009277
	Iteration 17Q: 3 clusters Score -400262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -400274.843750 Penalty: 4181.009277
	Iteration 18Q: 3 clusters Score -400274.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -400285.468750 Penalty: 4181.009277
	Iteration 19Q: 3 clusters Score -400285.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -400291.718750 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -400291.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -400299.218750 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -400299.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -400305.125000 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -400305.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -400309.531250 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -400309.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -400312.375000 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -400312.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -400316.312500 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -400316.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -400322.031250 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -400322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -400325.468750 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -400325.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -400327.718750 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -400327.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -400333.625000 Penalty: 4181.009277
	Iteration 29Q: 3 clusters Score -400333.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -400340.562500 Penalty: 4181.009277
	Iteration 30Q: 3 clusters Score -400340.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -400347.406250 Penalty: 4181.009277
	Iteration 31Q: 3 clusters Score -400347.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -400351.625000 Penalty: 4181.009277
	Iteration 32Q: 3 clusters Score -400351.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -400358.281250 Penalty: 4181.009277
	Iteration 33Q: 3 clusters Score -400358.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -400365.250000 Penalty: 4181.009277
	Iteration 34Q: 3 clusters Score -400365.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -400372.187500 Penalty: 4181.009277
	Iteration 35Q: 3 clusters Score -400372.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -400377.312500 Penalty: 4181.009277
	Iteration 36Q: 3 clusters Score -400377.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -400382.906250 Penalty: 4181.009277
	Iteration 37Q: 3 clusters Score -400382.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -400387.812500 Penalty: 4181.009277
	Iteration 38Q: 3 clusters Score -400387.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -400391.250000 Penalty: 4181.009277
	Iteration 39Q: 3 clusters Score -400391.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -400395.968750 Penalty: 4181.009277
	Iteration 40F: 3 clusters Score -400396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -400407.031250 Penalty: 4181.009277
	Iteration 41Q: 3 clusters Score -400407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -400417.156250 Penalty: 4181.009277
	Iteration 42Q: 3 clusters Score -400417.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -400427.031250 Penalty: 4181.009277
	Iteration 43Q: 3 clusters Score -400427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -400435.843750 Penalty: 4181.009277
	Iteration 44Q: 3 clusters Score -400435.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -400448.593750 Penalty: 4181.009277
	Iteration 45Q: 3 clusters Score -400448.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -400461.750000 Penalty: 4181.009277
	Iteration 46Q: 3 clusters Score -400461.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -400477.093750 Penalty: 4181.009277
	Iteration 47Q: 3 clusters Score -400477.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -400497.250000 Penalty: 4181.009277
	Iteration 48Q: 3 clusters Score -400497.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -400520.250000 Penalty: 4181.009277
	Iteration 49Q: 3 clusters Score -400520.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -400547.312500 Penalty: 4181.009277
	Iteration 50Q: 3 clusters Score -400547.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -400575.156250 Penalty: 4181.009277
	Iteration 51Q: 3 clusters Score -400575.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -400599.406250 Penalty: 4181.009277
	Iteration 52Q: 3 clusters Score -400599.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -400621.562500 Penalty: 4181.009277
	Iteration 53Q: 3 clusters Score -400621.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -400648.281250 Penalty: 4181.009277
	Iteration 54Q: 3 clusters Score -400648.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -400677.906250 Penalty: 4181.009277
	Iteration 55Q: 3 clusters Score -400677.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -400712.718750 Penalty: 4181.009277
	Iteration 56Q: 3 clusters Score -400712.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -400758.031250 Penalty: 4181.009277
	Iteration 57Q: 3 clusters Score -400758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -400791.906250 Penalty: 4181.009277
	Iteration 58Q: 3 clusters Score -400791.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -400825.468750 Penalty: 4181.009277
	Iteration 59Q: 3 clusters Score -400825.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -400846.281250 Penalty: 4181.009277
	Iteration 60F: 3 clusters Score -400846.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -400867.375000 Penalty: 4181.009277
	Iteration 61Q: 3 clusters Score -400867.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -400891.468750 Penalty: 4181.009277
	Iteration 62Q: 3 clusters Score -400891.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -400913.937500 Penalty: 4181.009277
	Iteration 63Q: 3 clusters Score -400913.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -400935.187500 Penalty: 4181.009277
	Iteration 64Q: 3 clusters Score -400935.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -400950.406250 Penalty: 4181.009277
	Iteration 65Q: 3 clusters Score -400950.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -400969.218750 Penalty: 4181.009277
	Iteration 66Q: 3 clusters Score -400969.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -400989.750000 Penalty: 4181.009277
	Iteration 67Q: 3 clusters Score -400989.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -401008.187500 Penalty: 4181.009277
	Iteration 68Q: 3 clusters Score -401008.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -401019.718750 Penalty: 4181.009277
	Iteration 69Q: 3 clusters Score -401019.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -401029.906250 Penalty: 4181.009277
	Iteration 70Q: 3 clusters Score -401029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -401040.250000 Penalty: 4181.009277
	Iteration 71Q: 3 clusters Score -401040.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -401047.031250 Penalty: 4181.009277
	Iteration 72Q: 3 clusters Score -401047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -401050.500000 Penalty: 4181.009277
	Iteration 73Q: 3 clusters Score -401050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -401058.781250 Penalty: 4181.009277
	Iteration 74Q: 3 clusters Score -401058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -401064.062500 Penalty: 4181.009277
	Iteration 75Q: 3 clusters Score -401064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -401067.218750 Penalty: 4181.009277
	Iteration 76Q: 3 clusters Score -401067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -401067.218750 Penalty: 4181.009277
	Iteration 77Q: 3 clusters Score -401067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -401067.218750 Penalty: 4181.009277
	Iteration 78F: 3 clusters Score -401067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Entering Unmasked Estep 
Score: -1452014.125000 Penalty: 2415.657959
	Iteration 0F: 2 clusters Score -1452014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1439933.875000 Penalty: 4831.315918
	Iteration 0F: 3 clusters Score -1439934 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1443833.250000 Penalty: 4831.315918
	Iteration 1F: 3 clusters Score -1443833 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1444232.875000 Penalty: 4831.315918
	Iteration 2F: 3 clusters Score -1444233 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1444574.000000 Penalty: 4831.315918
	Iteration 3Q: 3 clusters Score -1444574 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1444893.625000 Penalty: 4831.315918
	Iteration 4Q: 3 clusters Score -1444894 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1445226.250000 Penalty: 4831.315918
	Iteration 5Q: 3 clusters Score -1445226 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1445600.125000 Penalty: 4831.315918
	Iteration 6Q: 3 clusters Score -1445600 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1445982.125000 Penalty: 4831.315918
	Iteration 7Q: 3 clusters Score -1445982 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1446352.000000 Penalty: 4831.315918
	Iteration 8Q: 3 clusters Score -1446352 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1446731.875000 Penalty: 4831.315918
	Iteration 9Q: 3 clusters Score -1446732 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1447101.875000 Penalty: 4831.315918
	Iteration 10Q: 3 clusters Score -1447102 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1447421.250000 Penalty: 4831.315918
	Iteration 11Q: 3 clusters Score -1447421 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1447730.250000 Penalty: 4831.315918
	Iteration 12Q: 3 clusters Score -1447730 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1447986.625000 Penalty: 4831.315918
	Iteration 13Q: 3 clusters Score -1447987 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1448196.625000 Penalty: 4831.315918
	Iteration 14Q: 3 clusters Score -1448197 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1448367.500000 Penalty: 4831.315918
	Iteration 15Q: 3 clusters Score -1448368 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1448527.625000 Penalty: 4831.315918
	Iteration 16Q: 3 clusters Score -1448528 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1448675.875000 Penalty: 4831.315918
	Iteration 17Q: 3 clusters Score -1448676 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1448800.000000 Penalty: 4831.315918
	Iteration 18Q: 3 clusters Score -1448800 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1448921.875000 Penalty: 4831.315918
	Iteration 19Q: 3 clusters Score -1448922 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1449050.750000 Penalty: 4831.315918
	Iteration 20F: 3 clusters Score -1449051 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1449147.375000 Penalty: 4831.315918
	Iteration 21Q: 3 clusters Score -1449147 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1449246.000000 Penalty: 4831.315918
	Iteration 22Q: 3 clusters Score -1449246 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1449342.000000 Penalty: 4831.315918
	Iteration 23Q: 3 clusters Score -1449342 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1449443.250000 Penalty: 4831.315918
	Iteration 24Q: 3 clusters Score -1449443 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1449534.625000 Penalty: 4831.315918
	Iteration 25Q: 3 clusters Score -1449535 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1449615.250000 Penalty: 4831.315918
	Iteration 26Q: 3 clusters Score -1449615 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1449673.875000 Penalty: 4831.315918
	Iteration 27Q: 3 clusters Score -1449674 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1449721.250000 Penalty: 4831.315918
	Iteration 28Q: 3 clusters Score -1449721 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1449785.375000 Penalty: 4831.315918
	Iteration 29Q: 3 clusters Score -1449785 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1449849.875000 Penalty: 4831.315918
	Iteration 30Q: 3 clusters Score -1449850 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1449894.500000 Penalty: 4831.315918
	Iteration 31Q: 3 clusters Score -1449894 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1449934.500000 Penalty: 4831.315918
	Iteration 32Q: 3 clusters Score -1449934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1449975.125000 Penalty: 4831.315918
	Iteration 33Q: 3 clusters Score -1449975 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1450001.875000 Penalty: 4831.315918
	Iteration 34Q: 3 clusters Score -1450002 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1450033.375000 Penalty: 4831.315918
	Iteration 35Q: 3 clusters Score -1450033 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1450050.000000 Penalty: 4831.315918
	Iteration 36Q: 3 clusters Score -1450050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1450068.750000 Penalty: 4831.315918
	Iteration 37Q: 3 clusters Score -1450069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1450077.875000 Penalty: 4831.315918
	Iteration 38Q: 3 clusters Score -1450078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1450086.750000 Penalty: 4831.315918
	Iteration 39Q: 3 clusters Score -1450087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1450091.375000 Penalty: 4831.315918
	Iteration 40F: 3 clusters Score -1450091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1450100.250000 Penalty: 4831.315918
	Iteration 41Q: 3 clusters Score -1450100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1450107.500000 Penalty: 4831.315918
	Iteration 42Q: 3 clusters Score -1450108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1450116.750000 Penalty: 4831.315918
	Iteration 43Q: 3 clusters Score -1450117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1450126.500000 Penalty: 4831.315918
	Iteration 44Q: 3 clusters Score -1450126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1450129.500000 Penalty: 4831.315918
	Iteration 45Q: 3 clusters Score -1450130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1450142.250000 Penalty: 4831.315918
	Iteration 46Q: 3 clusters Score -1450142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1450153.500000 Penalty: 4831.315918
	Iteration 47Q: 3 clusters Score -1450154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1450161.750000 Penalty: 4831.315918
	Iteration 48Q: 3 clusters Score -1450162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1450169.375000 Penalty: 4831.315918
	Iteration 49Q: 3 clusters Score -1450169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1450171.750000 Penalty: 4831.315918
	Iteration 50Q: 3 clusters Score -1450172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1450175.125000 Penalty: 4831.315918
	Iteration 51Q: 3 clusters Score -1450175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1450182.125000 Penalty: 4831.315918
	Iteration 52Q: 3 clusters Score -1450182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1450181.500000 Penalty: 4831.315918
	Iteration 53Q: 3 clusters Score -1450182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1450183.875000 Penalty: 4831.315918
	Iteration 54Q: 3 clusters Score -1450184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1450182.000000 Penalty: 4831.315918
	Iteration 55Q: 3 clusters Score -1450182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1450186.250000 Penalty: 4831.315918
	Iteration 56Q: 3 clusters Score -1450186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1450190.875000 Penalty: 4831.315918
	Iteration 57Q: 3 clusters Score -1450191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1450197.375000 Penalty: 4831.315918
	Iteration 58Q: 3 clusters Score -1450197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1450201.500000 Penalty: 4831.315918
	Iteration 59Q: 3 clusters Score -1450202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1450201.250000 Penalty: 4831.315918
	Iteration 60F: 3 clusters Score -1450201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1450206.875000 Penalty: 4831.315918
	Iteration 61Q: 3 clusters Score -1450207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1450204.500000 Penalty: 4831.315918
	Iteration 62Q: 3 clusters Score -1450204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1450212.375000 Penalty: 4831.315918
	Iteration 63Q: 3 clusters Score -1450212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1450221.000000 Penalty: 4831.315918
	Iteration 64Q: 3 clusters Score -1450221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1450219.875000 Penalty: 4831.315918
	Iteration 65Q: 3 clusters Score -1450220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1450220.125000 Penalty: 4831.315918
	Iteration 66Q: 3 clusters Score -1450220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1450224.125000 Penalty: 4831.315918
	Iteration 67Q: 3 clusters Score -1450224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1450229.625000 Penalty: 4831.315918
	Iteration 68Q: 3 clusters Score -1450230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1450231.125000 Penalty: 4831.315918
	Iteration 69Q: 3 clusters Score -1450231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1450234.625000 Penalty: 4831.315918
	Iteration 70Q: 3 clusters Score -1450235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1450240.250000 Penalty: 4831.315918
	Iteration 71Q: 3 clusters Score -1450240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1450242.250000 Penalty: 4831.315918
	Iteration 72Q: 3 clusters Score -1450242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1450245.000000 Penalty: 4831.315918
	Iteration 73Q: 3 clusters Score -1450245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1450245.000000 Penalty: 4831.315918
	Iteration 74Q: 3 clusters Score -1450245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1450247.125000 Penalty: 4831.315918
	Iteration 75Q: 3 clusters Score -1450247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1450247.125000 Penalty: 4831.315918
	Iteration 76Q: 3 clusters Score -1450247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1450248.125000 Penalty: 4831.315918
	Iteration 77Q: 3 clusters Score -1450248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1450251.125000 Penalty: 4831.315918
	Iteration 78Q: 3 clusters Score -1450251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1450252.750000 Penalty: 4831.315918
	Iteration 79Q: 3 clusters Score -1450253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1450256.875000 Penalty: 4831.315918
	Iteration 80F: 3 clusters Score -1450257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1450257.750000 Penalty: 4831.315918
	Iteration 81Q: 3 clusters Score -1450258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1450259.875000 Penalty: 4831.315918
	Iteration 82Q: 3 clusters Score -1450260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1450256.875000 Penalty: 4831.315918
	Iteration 83Q: 3 clusters Score -1450257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1450258.625000 Penalty: 4831.315918
	Iteration 84Q: 3 clusters Score -1450259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1450255.000000 Penalty: 4831.315918
	Iteration 85Q: 3 clusters Score -1450255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1450259.125000 Penalty: 4831.315918
	Iteration 86Q: 3 clusters Score -1450259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1450260.375000 Penalty: 4831.315918
	Iteration 87Q: 3 clusters Score -1450260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1450263.375000 Penalty: 4831.315918
	Iteration 88Q: 3 clusters Score -1450263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1450266.250000 Penalty: 4831.315918
	Iteration 89Q: 3 clusters Score -1450266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1450264.250000 Penalty: 4831.315918
	Iteration 90Q: 3 clusters Score -1450264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1450265.250000 Penalty: 4831.315918
	Iteration 91Q: 3 clusters Score -1450265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1450267.250000 Penalty: 4831.315918
	Iteration 92Q: 3 clusters Score -1450267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1450268.875000 Penalty: 4831.315918
	Iteration 93Q: 3 clusters Score -1450269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1450266.750000 Penalty: 4831.315918
	Iteration 94Q: 3 clusters Score -1450267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1450267.875000 Penalty: 4831.315918
	Iteration 95Q: 3 clusters Score -1450268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1450270.500000 Penalty: 4831.315918
	Iteration 96Q: 3 clusters Score -1450270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1450271.125000 Penalty: 4831.315918
	Iteration 97Q: 3 clusters Score -1450271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1450273.125000 Penalty: 4831.315918
	Iteration 98Q: 3 clusters Score -1450273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1450273.625000 Penalty: 4831.315918
	Iteration 99Q: 3 clusters Score -1450274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1450272.625000 Penalty: 4831.315918
	Iteration 100F: 3 clusters Score -1450273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1450272.000000 Penalty: 4831.315918
	Iteration 101Q: 3 clusters Score -1450272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1450274.875000 Penalty: 4831.315918
	Iteration 102Q: 3 clusters Score -1450275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1450275.875000 Penalty: 4831.315918
	Iteration 103Q: 3 clusters Score -1450276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1450275.750000 Penalty: 4831.315918
	Iteration 104Q: 3 clusters Score -1450276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1450277.750000 Penalty: 4831.315918
	Iteration 105Q: 3 clusters Score -1450278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1450276.750000 Penalty: 4831.315918
	Iteration 106Q: 3 clusters Score -1450277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1450277.125000 Penalty: 4831.315918
	Iteration 107Q: 3 clusters Score -1450277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1450276.500000 Penalty: 4831.315918
	Iteration 108Q: 3 clusters Score -1450276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1450276.500000 Penalty: 4831.315918
	Iteration 109Q: 3 clusters Score -1450276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1450276.500000 Penalty: 4831.315918
	Iteration 110F: 3 clusters Score -1450276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Entering Unmasked Estep 
Score: -845204.125000 Penalty: 2275.970459
	Iteration 0F: 2 clusters Score -845204.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -837794.437500 Penalty: 4551.940918
	Iteration 0F: 3 clusters Score -837794.4 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -839807.312500 Penalty: 4551.940918
	Iteration 1F: 3 clusters Score -839807.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -840083.375000 Penalty: 4551.940918
	Iteration 2F: 3 clusters Score -840083.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -840300.937500 Penalty: 4551.940918
	Iteration 3Q: 3 clusters Score -840300.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -840490.375000 Penalty: 4551.940918
	Iteration 4Q: 3 clusters Score -840490.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -840697.687500 Penalty: 4551.940918
	Iteration 5Q: 3 clusters Score -840697.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -840943.062500 Penalty: 4551.940918
	Iteration 6Q: 3 clusters Score -840943.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -841260.062500 Penalty: 4551.940918
	Iteration 7F: 3 clusters Score -841260.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -841650.000000 Penalty: 4551.940918
	Iteration 8F: 3 clusters Score -841650 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -842096.750000 Penalty: 4551.940918
	Iteration 9F: 3 clusters Score -842096.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -842476.937500 Penalty: 4551.940918
	Iteration 10Q: 3 clusters Score -842476.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -842751.312500 Penalty: 4551.940918
	Iteration 11Q: 3 clusters Score -842751.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -842973.000000 Penalty: 4551.940918
	Iteration 12Q: 3 clusters Score -842973 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -843173.312500 Penalty: 4551.940918
	Iteration 13Q: 3 clusters Score -843173.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -843304.937500 Penalty: 4551.940918
	Iteration 14Q: 3 clusters Score -843304.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -843398.312500 Penalty: 4551.940918
	Iteration 15Q: 3 clusters Score -843398.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -843450.812500 Penalty: 4551.940918
	Iteration 16Q: 3 clusters Score -843450.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -843475.312500 Penalty: 4551.940918
	Iteration 17Q: 3 clusters Score -843475.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -843492.562500 Penalty: 4551.940918
	Iteration 18Q: 3 clusters Score -843492.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -843505.875000 Penalty: 4551.940918
	Iteration 19Q: 3 clusters Score -843505.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -843517.812500 Penalty: 4551.940918
	Iteration 20F: 3 clusters Score -843517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -843524.375000 Penalty: 4551.940918
	Iteration 21Q: 3 clusters Score -843524.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -843532.875000 Penalty: 4551.940918
	Iteration 22Q: 3 clusters Score -843532.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -843538.312500 Penalty: 4551.940918
	Iteration 23Q: 3 clusters Score -843538.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -843541.062500 Penalty: 4551.940918
	Iteration 24Q: 3 clusters Score -843541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -843545.750000 Penalty: 4551.940918
	Iteration 25Q: 3 clusters Score -843545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -843548.875000 Penalty: 4551.940918
	Iteration 26Q: 3 clusters Score -843548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -843552.250000 Penalty: 4551.940918
	Iteration 27Q: 3 clusters Score -843552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -843554.625000 Penalty: 4551.940918
	Iteration 28Q: 3 clusters Score -843554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -843554.562500 Penalty: 4551.940918
	Iteration 29Q: 3 clusters Score -843554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -843555.687500 Penalty: 4551.940918
	Iteration 30Q: 3 clusters Score -843555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -843556.500000 Penalty: 4551.940918
	Iteration 31Q: 3 clusters Score -843556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -843556.187500 Penalty: 4551.940918
	Iteration 32Q: 3 clusters Score -843556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -843557.125000 Penalty: 4551.940918
	Iteration 33Q: 3 clusters Score -843557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -843557.187500 Penalty: 4551.940918
	Iteration 34Q: 3 clusters Score -843557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -843557.187500 Penalty: 4551.940918
	Iteration 35F: 3 clusters Score -843557.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Entering Unmasked Estep 
Score: -690128.000000 Penalty: 2256.681152
	Iteration 0F: 2 clusters Score -690128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -683053.750000 Penalty: 4513.362305
	Iteration 0F: 3 clusters Score -683053.8 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -685323.625000 Penalty: 4513.362305
	Iteration 1F: 3 clusters Score -685323.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -685767.187500 Penalty: 4513.362305
	Iteration 2F: 3 clusters Score -685767.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -686167.562500 Penalty: 4513.362305
	Iteration 3F: 3 clusters Score -686167.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -686615.062500 Penalty: 4513.362305
	Iteration 4F: 3 clusters Score -686615.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -687111.312500 Penalty: 4513.362305
	Iteration 5F: 3 clusters Score -687111.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -687575.562500 Penalty: 4513.362305
	Iteration 6F: 3 clusters Score -687575.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -687988.437500 Penalty: 4513.362305
	Iteration 7F: 3 clusters Score -687988.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -688265.750000 Penalty: 4513.362305
	Iteration 8Q: 3 clusters Score -688265.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -688428.437500 Penalty: 4513.362305
	Iteration 9Q: 3 clusters Score -688428.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -688550.625000 Penalty: 4513.362305
	Iteration 10Q: 3 clusters Score -688550.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -688640.937500 Penalty: 4513.362305
	Iteration 11Q: 3 clusters Score -688640.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -688714.062500 Penalty: 4513.362305
	Iteration 12Q: 3 clusters Score -688714.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -688760.937500 Penalty: 4513.362305
	Iteration 13Q: 3 clusters Score -688760.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -688801.125000 Penalty: 4513.362305
	Iteration 14Q: 3 clusters Score -688801.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -688845.125000 Penalty: 4513.362305
	Iteration 15Q: 3 clusters Score -688845.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -688887.437500 Penalty: 4513.362305
	Iteration 16Q: 3 clusters Score -688887.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -688928.562500 Penalty: 4513.362305
	Iteration 17Q: 3 clusters Score -688928.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -688966.000000 Penalty: 4513.362305
	Iteration 18Q: 3 clusters Score -688966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -688997.437500 Penalty: 4513.362305
	Iteration 19Q: 3 clusters Score -688997.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -689022.562500 Penalty: 4513.362305
	Iteration 20F: 3 clusters Score -689022.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -689041.062500 Penalty: 4513.362305
	Iteration 21Q: 3 clusters Score -689041.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -689058.437500 Penalty: 4513.362305
	Iteration 22Q: 3 clusters Score -689058.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -689076.562500 Penalty: 4513.362305
	Iteration 23Q: 3 clusters Score -689076.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -689090.062500 Penalty: 4513.362305
	Iteration 24Q: 3 clusters Score -689090.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -689103.250000 Penalty: 4513.362305
	Iteration 25Q: 3 clusters Score -689103.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -689120.375000 Penalty: 4513.362305
	Iteration 26Q: 3 clusters Score -689120.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -689137.687500 Penalty: 4513.362305
	Iteration 27Q: 3 clusters Score -689137.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -689153.687500 Penalty: 4513.362305
	Iteration 28Q: 3 clusters Score -689153.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -689170.875000 Penalty: 4513.362305
	Iteration 29Q: 3 clusters Score -689170.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -689192.187500 Penalty: 4513.362305
	Iteration 30Q: 3 clusters Score -689192.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -689214.812500 Penalty: 4513.362305
	Iteration 31Q: 3 clusters Score -689214.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -689232.000000 Penalty: 4513.362305
	Iteration 32Q: 3 clusters Score -689232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -689244.187500 Penalty: 4513.362305
	Iteration 33Q: 3 clusters Score -689244.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -689258.625000 Penalty: 4513.362305
	Iteration 34Q: 3 clusters Score -689258.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -689272.750000 Penalty: 4513.362305
	Iteration 35Q: 3 clusters Score -689272.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -689290.687500 Penalty: 4513.362305
	Iteration 36Q: 3 clusters Score -689290.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -689308.312500 Penalty: 4513.362305
	Iteration 37Q: 3 clusters Score -689308.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -689320.187500 Penalty: 4513.362305
	Iteration 38Q: 3 clusters Score -689320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -689328.062500 Penalty: 4513.362305
	Iteration 39Q: 3 clusters Score -689328.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -689331.812500 Penalty: 4513.362305
	Iteration 40F: 3 clusters Score -689331.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -689338.750000 Penalty: 4513.362305
	Iteration 41Q: 3 clusters Score -689338.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -689350.187500 Penalty: 4513.362305
	Iteration 42Q: 3 clusters Score -689350.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -689361.687500 Penalty: 4513.362305
	Iteration 43Q: 3 clusters Score -689361.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -689371.062500 Penalty: 4513.362305
	Iteration 44Q: 3 clusters Score -689371.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -689378.250000 Penalty: 4513.362305
	Iteration 45Q: 3 clusters Score -689378.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -689385.000000 Penalty: 4513.362305
	Iteration 46Q: 3 clusters Score -689385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -689387.500000 Penalty: 4513.362305
	Iteration 47Q: 3 clusters Score -689387.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -689391.687500 Penalty: 4513.362305
	Iteration 48Q: 3 clusters Score -689391.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -689393.812500 Penalty: 4513.362305
	Iteration 49Q: 3 clusters Score -689393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -689392.375000 Penalty: 4513.362305
	Iteration 50Q: 3 clusters Score -689392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -689396.062500 Penalty: 4513.362305
	Iteration 51Q: 3 clusters Score -689396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -689396.625000 Penalty: 4513.362305
	Iteration 52Q: 3 clusters Score -689396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -689399.375000 Penalty: 4513.362305
	Iteration 53Q: 3 clusters Score -689399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -689400.812500 Penalty: 4513.362305
	Iteration 54Q: 3 clusters Score -689400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -689401.937500 Penalty: 4513.362305
	Iteration 55Q: 3 clusters Score -689401.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -689401.937500 Penalty: 4513.362305
	Iteration 56F: 3 clusters Score -689401.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -317668.500000 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -317668.5 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 1873 members 
Entering Unmasked Estep 
Score: -313946.906250 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -313946.9 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -314676.281250 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -314676.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -314845.000000 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -314845 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -314968.718750 Penalty: 4080.114746
	Iteration 3F: 3 clusters Score -314968.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -315047.812500 Penalty: 4080.114746
	Iteration 4Q: 3 clusters Score -315047.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -315126.593750 Penalty: 4080.114746
	Iteration 5Q: 3 clusters Score -315126.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -315202.281250 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -315202.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -315270.187500 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -315270.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -315333.187500 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -315333.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -315384.843750 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -315384.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -315421.625000 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -315421.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -315447.500000 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -315447.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -315474.187500 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -315474.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -315498.125000 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -315498.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -315524.281250 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -315524.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -315548.375000 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -315548.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -315572.062500 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -315572.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -315586.875000 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -315586.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -315600.906250 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -315600.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -315618.593750 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -315618.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -315634.687500 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -315634.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -315647.812500 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -315647.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -315660.281250 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -315660.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -315668.093750 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -315668.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -315676.093750 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -315676.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -315688.500000 Penalty: 4080.114746
	Iteration 25Q: 3 clusters Score -315688.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -315698.937500 Penalty: 4080.114746
	Iteration 26Q: 3 clusters Score -315698.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -315708.687500 Penalty: 4080.114746
	Iteration 27Q: 3 clusters Score -315708.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -315715.187500 Penalty: 4080.114746
	Iteration 28Q: 3 clusters Score -315715.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -315722.593750 Penalty: 4080.114746
	Iteration 29Q: 3 clusters Score -315722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -315727.125000 Penalty: 4080.114746
	Iteration 30Q: 3 clusters Score -315727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -315733.281250 Penalty: 4080.114746
	Iteration 31Q: 3 clusters Score -315733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -315736.031250 Penalty: 4080.114746
	Iteration 32Q: 3 clusters Score -315736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -315737.812500 Penalty: 4080.114746
	Iteration 33Q: 3 clusters Score -315737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -315742.281250 Penalty: 4080.114746
	Iteration 34Q: 3 clusters Score -315742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -315745.906250 Penalty: 4080.114746
	Iteration 35Q: 3 clusters Score -315745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -315748.875000 Penalty: 4080.114746
	Iteration 36Q: 3 clusters Score -315748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -315750.500000 Penalty: 4080.114746
	Iteration 37Q: 3 clusters Score -315750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -315751.312500 Penalty: 4080.114746
	Iteration 38Q: 3 clusters Score -315751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -315752.531250 Penalty: 4080.114746
	Iteration 39Q: 3 clusters Score -315752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -315754.531250 Penalty: 4080.114746
	Iteration 40F: 3 clusters Score -315754.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -315757.750000 Penalty: 4080.114746
	Iteration 41Q: 3 clusters Score -315757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -315759.750000 Penalty: 4080.114746
	Iteration 42Q: 3 clusters Score -315759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -315762.031250 Penalty: 4080.114746
	Iteration 43Q: 3 clusters Score -315762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -315762.031250 Penalty: 4080.114746
	Iteration 44F: 3 clusters Score -315762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Entering Unmasked Estep 
Score: -522498.093750 Penalty: 2155.654297
	Iteration 0F: 2 clusters Score -522498.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -517361.062500 Penalty: 4311.308594
	Iteration 0F: 3 clusters Score -517361.1 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -518601.468750 Penalty: 4311.308594
	Iteration 1F: 3 clusters Score -518601.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -518821.156250 Penalty: 4311.308594
	Iteration 2F: 3 clusters Score -518821.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -518959.187500 Penalty: 4311.308594
	Iteration 3Q: 3 clusters Score -518959.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -519078.875000 Penalty: 4311.308594
	Iteration 4Q: 3 clusters Score -519078.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -519180.125000 Penalty: 4311.308594
	Iteration 5Q: 3 clusters Score -519180.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -519280.781250 Penalty: 4311.308594
	Iteration 6Q: 3 clusters Score -519280.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -519376.531250 Penalty: 4311.308594
	Iteration 7Q: 3 clusters Score -519376.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -519472.062500 Penalty: 4311.308594
	Iteration 8Q: 3 clusters Score -519472.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -519572.468750 Penalty: 4311.308594
	Iteration 9Q: 3 clusters Score -519572.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -519687.343750 Penalty: 4311.308594
	Iteration 10Q: 3 clusters Score -519687.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -519785.562500 Penalty: 4311.308594
	Iteration 11Q: 3 clusters Score -519785.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -519892.343750 Penalty: 4311.308594
	Iteration 12Q: 3 clusters Score -519892.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -520002.968750 Penalty: 4311.308594
	Iteration 13Q: 3 clusters Score -520003 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -520094.437500 Penalty: 4311.308594
	Iteration 14Q: 3 clusters Score -520094.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -520175.625000 Penalty: 4311.308594
	Iteration 15Q: 3 clusters Score -520175.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -520242.781250 Penalty: 4311.308594
	Iteration 16Q: 3 clusters Score -520242.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -520310.125000 Penalty: 4311.308594
	Iteration 17Q: 3 clusters Score -520310.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -520368.718750 Penalty: 4311.308594
	Iteration 18Q: 3 clusters Score -520368.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -520421.218750 Penalty: 4311.308594
	Iteration 19Q: 3 clusters Score -520421.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -520463.156250 Penalty: 4311.308594
	Iteration 20F: 3 clusters Score -520463.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -520492.718750 Penalty: 4311.308594
	Iteration 21Q: 3 clusters Score -520492.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -520525.843750 Penalty: 4311.308594
	Iteration 22Q: 3 clusters Score -520525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -520549.062500 Penalty: 4311.308594
	Iteration 23Q: 3 clusters Score -520549.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -520564.906250 Penalty: 4311.308594
	Iteration 24Q: 3 clusters Score -520564.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -520579.625000 Penalty: 4311.308594
	Iteration 25Q: 3 clusters Score -520579.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -520588.718750 Penalty: 4311.308594
	Iteration 26Q: 3 clusters Score -520588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -520591.937500 Penalty: 4311.308594
	Iteration 27Q: 3 clusters Score -520591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -520596.906250 Penalty: 4311.308594
	Iteration 28Q: 3 clusters Score -520596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -520600.593750 Penalty: 4311.308594
	Iteration 29Q: 3 clusters Score -520600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -520604.156250 Penalty: 4311.308594
	Iteration 30Q: 3 clusters Score -520604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -520609.406250 Penalty: 4311.308594
	Iteration 31Q: 3 clusters Score -520609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -520613.531250 Penalty: 4311.308594
	Iteration 32Q: 3 clusters Score -520613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -520622.312500 Penalty: 4311.308594
	Iteration 33Q: 3 clusters Score -520622.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -520624.843750 Penalty: 4311.308594
	Iteration 34Q: 3 clusters Score -520624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -520626.812500 Penalty: 4311.308594
	Iteration 35Q: 3 clusters Score -520626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -520627.781250 Penalty: 4311.308594
	Iteration 36Q: 3 clusters Score -520627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -520627.781250 Penalty: 4311.308594
	Iteration 37F: 3 clusters Score -520627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Entering Unmasked Estep 
Score: -1515952.500000 Penalty: 2421.599121
	Iteration 0F: 2 clusters Score -1515952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1503449.250000 Penalty: 4843.198242
	Iteration 0F: 3 clusters Score -1503449 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1507518.750000 Penalty: 4843.198242
	Iteration 1F: 3 clusters Score -1507519 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1507923.625000 Penalty: 4843.198242
	Iteration 2F: 3 clusters Score -1507924 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1508251.125000 Penalty: 4843.198242
	Iteration 3Q: 3 clusters Score -1508251 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1508534.250000 Penalty: 4843.198242
	Iteration 4Q: 3 clusters Score -1508534 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1508771.625000 Penalty: 4843.198242
	Iteration 5Q: 3 clusters Score -1508772 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1508971.625000 Penalty: 4843.198242
	Iteration 6Q: 3 clusters Score -1508972 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1509146.875000 Penalty: 4843.198242
	Iteration 7Q: 3 clusters Score -1509147 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1509339.375000 Penalty: 4843.198242
	Iteration 8Q: 3 clusters Score -1509339 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1509569.750000 Penalty: 4843.198242
	Iteration 9Q: 3 clusters Score -1509570 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1509818.500000 Penalty: 4843.198242
	Iteration 10Q: 3 clusters Score -1509818 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1510118.000000 Penalty: 4843.198242
	Iteration 11Q: 3 clusters Score -1510118 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1510494.375000 Penalty: 4843.198242
	Iteration 12Q: 3 clusters Score -1510494 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1510940.875000 Penalty: 4843.198242
	Iteration 13Q: 3 clusters Score -1510941 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1511396.375000 Penalty: 4843.198242
	Iteration 14Q: 3 clusters Score -1511396 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1511875.750000 Penalty: 4843.198242
	Iteration 15Q: 3 clusters Score -1511876 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1512303.625000 Penalty: 4843.198242
	Iteration 16Q: 3 clusters Score -1512304 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1512684.500000 Penalty: 4843.198242
	Iteration 17Q: 3 clusters Score -1512684 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1513007.750000 Penalty: 4843.198242
	Iteration 18Q: 3 clusters Score -1513008 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1513237.750000 Penalty: 4843.198242
	Iteration 19Q: 3 clusters Score -1513238 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1513378.250000 Penalty: 4843.198242
	Iteration 20F: 3 clusters Score -1513378 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1513494.625000 Penalty: 4843.198242
	Iteration 21Q: 3 clusters Score -1513495 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1513579.000000 Penalty: 4843.198242
	Iteration 22Q: 3 clusters Score -1513579 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1513658.500000 Penalty: 4843.198242
	Iteration 23Q: 3 clusters Score -1513658 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1513723.625000 Penalty: 4843.198242
	Iteration 24Q: 3 clusters Score -1513724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1513770.625000 Penalty: 4843.198242
	Iteration 25Q: 3 clusters Score -1513771 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1513807.500000 Penalty: 4843.198242
	Iteration 26Q: 3 clusters Score -1513808 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1513840.625000 Penalty: 4843.198242
	Iteration 27Q: 3 clusters Score -1513841 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1513877.000000 Penalty: 4843.198242
	Iteration 28Q: 3 clusters Score -1513877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1513909.375000 Penalty: 4843.198242
	Iteration 29Q: 3 clusters Score -1513909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1513930.625000 Penalty: 4843.198242
	Iteration 30Q: 3 clusters Score -1513931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1513945.000000 Penalty: 4843.198242
	Iteration 31Q: 3 clusters Score -1513945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1513956.875000 Penalty: 4843.198242
	Iteration 32Q: 3 clusters Score -1513957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1513971.875000 Penalty: 4843.198242
	Iteration 33Q: 3 clusters Score -1513972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1513976.000000 Penalty: 4843.198242
	Iteration 34Q: 3 clusters Score -1513976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1513987.250000 Penalty: 4843.198242
	Iteration 35Q: 3 clusters Score -1513987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1513998.000000 Penalty: 4843.198242
	Iteration 36Q: 3 clusters Score -1513998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1514005.250000 Penalty: 4843.198242
	Iteration 37Q: 3 clusters Score -1514005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1514008.000000 Penalty: 4843.198242
	Iteration 38Q: 3 clusters Score -1514008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1514011.875000 Penalty: 4843.198242
	Iteration 39Q: 3 clusters Score -1514012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1514020.500000 Penalty: 4843.198242
	Iteration 40F: 3 clusters Score -1514020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1514030.875000 Penalty: 4843.198242
	Iteration 41Q: 3 clusters Score -1514031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1514036.875000 Penalty: 4843.198242
	Iteration 42Q: 3 clusters Score -1514037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1514045.750000 Penalty: 4843.198242
	Iteration 43Q: 3 clusters Score -1514046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1514050.750000 Penalty: 4843.198242
	Iteration 44Q: 3 clusters Score -1514051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1514052.500000 Penalty: 4843.198242
	Iteration 45Q: 3 clusters Score -1514052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1514055.500000 Penalty: 4843.198242
	Iteration 46Q: 3 clusters Score -1514056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1514058.000000 Penalty: 4843.198242
	Iteration 47Q: 3 clusters Score -1514058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1514062.125000 Penalty: 4843.198242
	Iteration 48Q: 3 clusters Score -1514062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1514067.375000 Penalty: 4843.198242
	Iteration 49Q: 3 clusters Score -1514067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1514065.250000 Penalty: 4843.198242
	Iteration 50Q: 3 clusters Score -1514065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1514069.750000 Penalty: 4843.198242
	Iteration 51Q: 3 clusters Score -1514070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1514072.000000 Penalty: 4843.198242
	Iteration 52Q: 3 clusters Score -1514072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1514071.500000 Penalty: 4843.198242
	Iteration 53Q: 3 clusters Score -1514072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1514070.750000 Penalty: 4843.198242
	Iteration 54Q: 3 clusters Score -1514071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1514072.375000 Penalty: 4843.198242
	Iteration 55Q: 3 clusters Score -1514072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1514072.375000 Penalty: 4843.198242
	Iteration 56F: 3 clusters Score -1514072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Entering Unmasked Estep 
Score: -2486918.250000 Penalty: 2560.540527
	Iteration 0F: 2 clusters Score -2486918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2466053.000000 Penalty: 5121.081055
	Iteration 0F: 3 clusters Score -2466053 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2473523.250000 Penalty: 5121.081055
	Iteration 1F: 3 clusters Score -2473523 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2474292.250000 Penalty: 5121.081055
	Iteration 2F: 3 clusters Score -2474292 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2475070.750000 Penalty: 5121.081055
	Iteration 3F: 3 clusters Score -2475071 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2475886.750000 Penalty: 5121.081055
	Iteration 4F: 3 clusters Score -2475887 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2476829.250000 Penalty: 5121.081055
	Iteration 5F: 3 clusters Score -2476829 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2477857.750000 Penalty: 5121.081055
	Iteration 6F: 3 clusters Score -2477858 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2478964.250000 Penalty: 5121.081055
	Iteration 7F: 3 clusters Score -2478964 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2480140.250000 Penalty: 5121.081055
	Iteration 8F: 3 clusters Score -2480140 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2481221.500000 Penalty: 5121.081055
	Iteration 9F: 3 clusters Score -2481222 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2481948.750000 Penalty: 5121.081055
	Iteration 10Q: 3 clusters Score -2481949 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2482304.250000 Penalty: 5121.081055
	Iteration 11Q: 3 clusters Score -2482304 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2482507.750000 Penalty: 5121.081055
	Iteration 12Q: 3 clusters Score -2482508 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2482633.000000 Penalty: 5121.081055
	Iteration 13Q: 3 clusters Score -2482633 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2482711.250000 Penalty: 5121.081055
	Iteration 14Q: 3 clusters Score -2482711 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2482748.750000 Penalty: 5121.081055
	Iteration 15Q: 3 clusters Score -2482749 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2482796.750000 Penalty: 5121.081055
	Iteration 16Q: 3 clusters Score -2482797 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2482819.250000 Penalty: 5121.081055
	Iteration 17Q: 3 clusters Score -2482819 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2482839.500000 Penalty: 5121.081055
	Iteration 18Q: 3 clusters Score -2482840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2482854.250000 Penalty: 5121.081055
	Iteration 19Q: 3 clusters Score -2482854 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2482851.000000 Penalty: 5121.081055
	Iteration 20F: 3 clusters Score -2482851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2482868.500000 Penalty: 5121.081055
	Iteration 21Q: 3 clusters Score -2482868 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2482877.250000 Penalty: 5121.081055
	Iteration 22Q: 3 clusters Score -2482877 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2482900.250000 Penalty: 5121.081055
	Iteration 23Q: 3 clusters Score -2482900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2482907.250000 Penalty: 5121.081055
	Iteration 24Q: 3 clusters Score -2482907 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2482919.000000 Penalty: 5121.081055
	Iteration 25Q: 3 clusters Score -2482919 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2482931.000000 Penalty: 5121.081055
	Iteration 26Q: 3 clusters Score -2482931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2482949.500000 Penalty: 5121.081055
	Iteration 27Q: 3 clusters Score -2482950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2482962.750000 Penalty: 5121.081055
	Iteration 28Q: 3 clusters Score -2482963 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2482979.250000 Penalty: 5121.081055
	Iteration 29Q: 3 clusters Score -2482979 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2482995.750000 Penalty: 5121.081055
	Iteration 30Q: 3 clusters Score -2482996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2483002.000000 Penalty: 5121.081055
	Iteration 31Q: 3 clusters Score -2483002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2483015.250000 Penalty: 5121.081055
	Iteration 32Q: 3 clusters Score -2483015 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2483053.750000 Penalty: 5121.081055
	Iteration 33Q: 3 clusters Score -2483054 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2483083.750000 Penalty: 5121.081055
	Iteration 34Q: 3 clusters Score -2483084 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2483107.000000 Penalty: 5121.081055
	Iteration 35Q: 3 clusters Score -2483107 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2483139.250000 Penalty: 5121.081055
	Iteration 36Q: 3 clusters Score -2483139 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2483173.750000 Penalty: 5121.081055
	Iteration 37Q: 3 clusters Score -2483174 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2483216.750000 Penalty: 5121.081055
	Iteration 38Q: 3 clusters Score -2483217 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2483256.000000 Penalty: 5121.081055
	Iteration 39Q: 3 clusters Score -2483256 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2483305.000000 Penalty: 5121.081055
	Iteration 40F: 3 clusters Score -2483305 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2483362.500000 Penalty: 5121.081055
	Iteration 41Q: 3 clusters Score -2483362 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2483403.250000 Penalty: 5121.081055
	Iteration 42Q: 3 clusters Score -2483403 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2483453.500000 Penalty: 5121.081055
	Iteration 43Q: 3 clusters Score -2483454 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2483496.250000 Penalty: 5121.081055
	Iteration 44Q: 3 clusters Score -2483496 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2483531.000000 Penalty: 5121.081055
	Iteration 45Q: 3 clusters Score -2483531 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2483575.500000 Penalty: 5121.081055
	Iteration 46Q: 3 clusters Score -2483576 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2483625.000000 Penalty: 5121.081055
	Iteration 47Q: 3 clusters Score -2483625 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2483674.500000 Penalty: 5121.081055
	Iteration 48Q: 3 clusters Score -2483674 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2483721.750000 Penalty: 5121.081055
	Iteration 49Q: 3 clusters Score -2483722 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2483784.250000 Penalty: 5121.081055
	Iteration 50Q: 3 clusters Score -2483784 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2483845.750000 Penalty: 5121.081055
	Iteration 51Q: 3 clusters Score -2483846 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2483891.500000 Penalty: 5121.081055
	Iteration 52Q: 3 clusters Score -2483892 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2483954.250000 Penalty: 5121.081055
	Iteration 53Q: 3 clusters Score -2483954 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -2483995.500000 Penalty: 5121.081055
	Iteration 54Q: 3 clusters Score -2483996 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -2484050.750000 Penalty: 5121.081055
	Iteration 55Q: 3 clusters Score -2484051 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -2484108.750000 Penalty: 5121.081055
	Iteration 56Q: 3 clusters Score -2484109 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -2484162.000000 Penalty: 5121.081055
	Iteration 57Q: 3 clusters Score -2484162 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2484209.250000 Penalty: 5121.081055
	Iteration 58Q: 3 clusters Score -2484209 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -2484284.750000 Penalty: 5121.081055
	Iteration 59Q: 3 clusters Score -2484285 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -2484346.750000 Penalty: 5121.081055
	Iteration 60F: 3 clusters Score -2484347 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -2484398.000000 Penalty: 5121.081055
	Iteration 61Q: 3 clusters Score -2484398 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -2484455.750000 Penalty: 5121.081055
	Iteration 62Q: 3 clusters Score -2484456 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2484535.000000 Penalty: 5121.081055
	Iteration 63Q: 3 clusters Score -2484535 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2484590.750000 Penalty: 5121.081055
	Iteration 64Q: 3 clusters Score -2484591 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2484651.750000 Penalty: 5121.081055
	Iteration 65Q: 3 clusters Score -2484652 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -2484728.000000 Penalty: 5121.081055
	Iteration 66Q: 3 clusters Score -2484728 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -2484796.000000 Penalty: 5121.081055
	Iteration 67Q: 3 clusters Score -2484796 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -2484875.750000 Penalty: 5121.081055
	Iteration 68Q: 3 clusters Score -2484876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -2484934.500000 Penalty: 5121.081055
	Iteration 69Q: 3 clusters Score -2484934 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -2484971.000000 Penalty: 5121.081055
	Iteration 70Q: 3 clusters Score -2484971 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -2484999.250000 Penalty: 5121.081055
	Iteration 71Q: 3 clusters Score -2484999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2485033.250000 Penalty: 5121.081055
	Iteration 72Q: 3 clusters Score -2485033 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -2485054.500000 Penalty: 5121.081055
	Iteration 73Q: 3 clusters Score -2485054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -2485070.000000 Penalty: 5121.081055
	Iteration 74Q: 3 clusters Score -2485070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -2485102.250000 Penalty: 5121.081055
	Iteration 75Q: 3 clusters Score -2485102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -2485115.500000 Penalty: 5121.081055
	Iteration 76Q: 3 clusters Score -2485116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -2485139.000000 Penalty: 5121.081055
	Iteration 77Q: 3 clusters Score -2485139 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -2485163.500000 Penalty: 5121.081055
	Iteration 78Q: 3 clusters Score -2485164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -2485178.750000 Penalty: 5121.081055
	Iteration 79Q: 3 clusters Score -2485179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -2485201.250000 Penalty: 5121.081055
	Iteration 80F: 3 clusters Score -2485201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -2485223.000000 Penalty: 5121.081055
	Iteration 81Q: 3 clusters Score -2485223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -2485224.000000 Penalty: 5121.081055
	Iteration 82Q: 3 clusters Score -2485224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -2485232.250000 Penalty: 5121.081055
	Iteration 83Q: 3 clusters Score -2485232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -2485244.750000 Penalty: 5121.081055
	Iteration 84Q: 3 clusters Score -2485245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -2485254.250000 Penalty: 5121.081055
	Iteration 85Q: 3 clusters Score -2485254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -2485258.750000 Penalty: 5121.081055
	Iteration 86Q: 3 clusters Score -2485259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -2485271.000000 Penalty: 5121.081055
	Iteration 87Q: 3 clusters Score -2485271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -2485281.750000 Penalty: 5121.081055
	Iteration 88Q: 3 clusters Score -2485282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -2485292.750000 Penalty: 5121.081055
	Iteration 89Q: 3 clusters Score -2485293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -2485291.750000 Penalty: 5121.081055
	Iteration 90Q: 3 clusters Score -2485292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -2485301.250000 Penalty: 5121.081055
	Iteration 91Q: 3 clusters Score -2485301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -2485314.500000 Penalty: 5121.081055
	Iteration 92Q: 3 clusters Score -2485314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -2485328.750000 Penalty: 5121.081055
	Iteration 93Q: 3 clusters Score -2485329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -2485337.500000 Penalty: 5121.081055
	Iteration 94Q: 3 clusters Score -2485338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -2485350.250000 Penalty: 5121.081055
	Iteration 95Q: 3 clusters Score -2485350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -2485353.250000 Penalty: 5121.081055
	Iteration 96Q: 3 clusters Score -2485353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -2485358.500000 Penalty: 5121.081055
	Iteration 97Q: 3 clusters Score -2485358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -2485371.250000 Penalty: 5121.081055
	Iteration 98Q: 3 clusters Score -2485371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2485378.250000 Penalty: 5121.081055
	Iteration 99Q: 3 clusters Score -2485378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -2485380.000000 Penalty: 5121.081055
	Iteration 100F: 3 clusters Score -2485380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2485390.000000 Penalty: 5121.081055
	Iteration 101Q: 3 clusters Score -2485390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -2485394.000000 Penalty: 5121.081055
	Iteration 102Q: 3 clusters Score -2485394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -2485399.500000 Penalty: 5121.081055
	Iteration 103Q: 3 clusters Score -2485400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -2485403.250000 Penalty: 5121.081055
	Iteration 104Q: 3 clusters Score -2485403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -2485405.500000 Penalty: 5121.081055
	Iteration 105Q: 3 clusters Score -2485406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -2485404.750000 Penalty: 5121.081055
	Iteration 106Q: 3 clusters Score -2485405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -2485405.500000 Penalty: 5121.081055
	Iteration 107Q: 3 clusters Score -2485406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -2485405.000000 Penalty: 5121.081055
	Iteration 108Q: 3 clusters Score -2485405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -2485407.000000 Penalty: 5121.081055
	Iteration 109Q: 3 clusters Score -2485407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -2485408.250000 Penalty: 5121.081055
	Iteration 110Q: 3 clusters Score -2485408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -2485409.250000 Penalty: 5121.081055
	Iteration 111Q: 3 clusters Score -2485409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -2485415.250000 Penalty: 5121.081055
	Iteration 112Q: 3 clusters Score -2485415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -2485415.250000 Penalty: 5121.081055
	Iteration 113Q: 3 clusters Score -2485415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -2485421.250000 Penalty: 5121.081055
	Iteration 114Q: 3 clusters Score -2485421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -2485419.750000 Penalty: 5121.081055
	Iteration 115Q: 3 clusters Score -2485420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -2485424.750000 Penalty: 5121.081055
	Iteration 116Q: 3 clusters Score -2485425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -2485426.000000 Penalty: 5121.081055
	Iteration 117Q: 3 clusters Score -2485426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -2485426.000000 Penalty: 5121.081055
	Iteration 118F: 3 clusters Score -2485426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Entering Unmasked Estep 
Score: -3469782.500000 Penalty: 2633.962158
	Iteration 0F: 2 clusters Score -3469782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3442040.750000 Penalty: 5267.924316
	Iteration 0F: 3 clusters Score -3442041 nChanged 18957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3452668.250000 Penalty: 5267.924316
	Iteration 1F: 3 clusters Score -3452668 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3453351.500000 Penalty: 5267.924316
	Iteration 2Q: 3 clusters Score -3453352 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3454038.750000 Penalty: 5267.924316
	Iteration 3Q: 3 clusters Score -3454039 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3454752.500000 Penalty: 5267.924316
	Iteration 4Q: 3 clusters Score -3454752 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3455462.750000 Penalty: 5267.924316
	Iteration 5Q: 3 clusters Score -3455463 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3456376.500000 Penalty: 5267.924316
	Iteration 6Q: 3 clusters Score -3456376 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3457481.250000 Penalty: 5267.924316
	Iteration 7Q: 3 clusters Score -3457481 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3458840.750000 Penalty: 5267.924316
	Iteration 8F: 3 clusters Score -3458841 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3460314.250000 Penalty: 5267.924316
	Iteration 9F: 3 clusters Score -3460314 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3461503.500000 Penalty: 5267.924316
	Iteration 10Q: 3 clusters Score -3461504 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3462350.000000 Penalty: 5267.924316
	Iteration 11Q: 3 clusters Score -3462350 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3463021.250000 Penalty: 5267.924316
	Iteration 12Q: 3 clusters Score -3463021 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3463566.000000 Penalty: 5267.924316
	Iteration 13Q: 3 clusters Score -3463566 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3464045.500000 Penalty: 5267.924316
	Iteration 14Q: 3 clusters Score -3464046 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3464517.000000 Penalty: 5267.924316
	Iteration 15Q: 3 clusters Score -3464517 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3464977.500000 Penalty: 5267.924316
	Iteration 16Q: 3 clusters Score -3464978 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3465424.750000 Penalty: 5267.924316
	Iteration 17Q: 3 clusters Score -3465425 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3465856.000000 Penalty: 5267.924316
	Iteration 18Q: 3 clusters Score -3465856 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3466270.750000 Penalty: 5267.924316
	Iteration 19Q: 3 clusters Score -3466271 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3466645.750000 Penalty: 5267.924316
	Iteration 20F: 3 clusters Score -3466646 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3467050.500000 Penalty: 5267.924316
	Iteration 21Q: 3 clusters Score -3467050 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3467422.500000 Penalty: 5267.924316
	Iteration 22Q: 3 clusters Score -3467422 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3467751.500000 Penalty: 5267.924316
	Iteration 23Q: 3 clusters Score -3467752 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3468022.250000 Penalty: 5267.924316
	Iteration 24Q: 3 clusters Score -3468022 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -3468271.750000 Penalty: 5267.924316
	Iteration 25Q: 3 clusters Score -3468272 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3468484.250000 Penalty: 5267.924316
	Iteration 26Q: 3 clusters Score -3468484 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3468704.250000 Penalty: 5267.924316
	Iteration 27Q: 3 clusters Score -3468704 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3468936.250000 Penalty: 5267.924316
	Iteration 28Q: 3 clusters Score -3468936 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3469179.250000 Penalty: 5267.924316
	Iteration 29Q: 3 clusters Score -3469179 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3469469.250000 Penalty: 5267.924316
	Iteration 30Q: 3 clusters Score -3469469 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3469763.500000 Penalty: 5267.924316
	Iteration 31Q: 3 clusters Score -3469764 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3470096.500000 Penalty: 5267.924316
	Iteration 32Q: 3 clusters Score -3470096 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3470490.250000 Penalty: 5267.924316
	Iteration 33Q: 3 clusters Score -3470490 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3470942.000000 Penalty: 5267.924316
	Iteration 34Q: 3 clusters Score -3470942 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3471395.500000 Penalty: 5267.924316
	Iteration 35Q: 3 clusters Score -3471396 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3471890.250000 Penalty: 5267.924316
	Iteration 36Q: 3 clusters Score -3471890 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3472301.750000 Penalty: 5267.924316
	Iteration 37Q: 3 clusters Score -3472302 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3472687.500000 Penalty: 5267.924316
	Iteration 38Q: 3 clusters Score -3472688 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3473036.500000 Penalty: 5267.924316
	Iteration 39Q: 3 clusters Score -3473036 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3473397.250000 Penalty: 5267.924316
	Iteration 40F: 3 clusters Score -3473397 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3473642.500000 Penalty: 5267.924316
	Iteration 41Q: 3 clusters Score -3473642 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3473815.750000 Penalty: 5267.924316
	Iteration 42Q: 3 clusters Score -3473816 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3473932.250000 Penalty: 5267.924316
	Iteration 43Q: 3 clusters Score -3473932 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3474008.750000 Penalty: 5267.924316
	Iteration 44Q: 3 clusters Score -3474009 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3474041.000000 Penalty: 5267.924316
	Iteration 45Q: 3 clusters Score -3474041 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3474058.500000 Penalty: 5267.924316
	Iteration 46Q: 3 clusters Score -3474058 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3474078.000000 Penalty: 5267.924316
	Iteration 47Q: 3 clusters Score -3474078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3474105.250000 Penalty: 5267.924316
	Iteration 48Q: 3 clusters Score -3474105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3474114.000000 Penalty: 5267.924316
	Iteration 49Q: 3 clusters Score -3474114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3474112.500000 Penalty: 5267.924316
	Iteration 50Q: 3 clusters Score -3474112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3474111.750000 Penalty: 5267.924316
	Iteration 51Q: 3 clusters Score -3474112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3474109.500000 Penalty: 5267.924316
	Iteration 52Q: 3 clusters Score -3474110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3474114.250000 Penalty: 5267.924316
	Iteration 53Q: 3 clusters Score -3474114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3474116.750000 Penalty: 5267.924316
	Iteration 54Q: 3 clusters Score -3474117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3474113.000000 Penalty: 5267.924316
	Iteration 55Q: 3 clusters Score -3474113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3474116.500000 Penalty: 5267.924316
	Iteration 56Q: 3 clusters Score -3474116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3474113.750000 Penalty: 5267.924316
	Iteration 57Q: 3 clusters Score -3474114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3474116.500000 Penalty: 5267.924316
	Iteration 58Q: 3 clusters Score -3474116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3474116.500000 Penalty: 5267.924316
	Iteration 59F: 3 clusters Score -3474116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123700 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30478 members 
Mstep: Class 19 contains 28949 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23063 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Mstep: Class 28 contains 12030 members 
Entering Unmasked Estep 
Score: -38179208.000000 Penalty: 90620.265625
Splitting cluster 19 changes total score from -38175476.000000 to -38179208.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (12756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Entering Unmasked Estep 
Score: -1050903.250000 Penalty: 2344.531738
	Iteration 0F: 2 clusters Score -1050903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1041568.750000 Penalty: 4689.063477
	Iteration 0F: 3 clusters Score -1041569 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1044552.375000 Penalty: 4689.063477
	Iteration 1F: 3 clusters Score -1044552 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1045011.187500 Penalty: 4689.063477
	Iteration 2F: 3 clusters Score -1045011 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1045420.125000 Penalty: 4689.063477
	Iteration 3F: 3 clusters Score -1045420 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1045771.125000 Penalty: 4689.063477
	Iteration 4F: 3 clusters Score -1045771 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1046077.250000 Penalty: 4689.063477
	Iteration 5Q: 3 clusters Score -1046077 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1046351.312500 Penalty: 4689.063477
	Iteration 6Q: 3 clusters Score -1046351 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1046583.687500 Penalty: 4689.063477
	Iteration 7Q: 3 clusters Score -1046584 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1046800.875000 Penalty: 4689.063477
	Iteration 8Q: 3 clusters Score -1046801 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1046991.812500 Penalty: 4689.063477
	Iteration 9Q: 3 clusters Score -1046992 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1047168.875000 Penalty: 4689.063477
	Iteration 10Q: 3 clusters Score -1047169 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1047313.562500 Penalty: 4689.063477
	Iteration 11Q: 3 clusters Score -1047314 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1047435.437500 Penalty: 4689.063477
	Iteration 12Q: 3 clusters Score -1047435 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1047541.187500 Penalty: 4689.063477
	Iteration 13Q: 3 clusters Score -1047541 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1047636.875000 Penalty: 4689.063477
	Iteration 14Q: 3 clusters Score -1047637 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1047713.437500 Penalty: 4689.063477
	Iteration 15Q: 3 clusters Score -1047713 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1047785.812500 Penalty: 4689.063477
	Iteration 16Q: 3 clusters Score -1047786 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1047838.625000 Penalty: 4689.063477
	Iteration 17Q: 3 clusters Score -1047839 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1047880.312500 Penalty: 4689.063477
	Iteration 18Q: 3 clusters Score -1047880 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1047919.875000 Penalty: 4689.063477
	Iteration 19Q: 3 clusters Score -1047920 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1047949.000000 Penalty: 4689.063477
	Iteration 20F: 3 clusters Score -1047949 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1047972.375000 Penalty: 4689.063477
	Iteration 21Q: 3 clusters Score -1047972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1047991.375000 Penalty: 4689.063477
	Iteration 22Q: 3 clusters Score -1047991 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1048006.312500 Penalty: 4689.063477
	Iteration 23Q: 3 clusters Score -1048006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1048019.937500 Penalty: 4689.063477
	Iteration 24Q: 3 clusters Score -1048020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1048032.625000 Penalty: 4689.063477
	Iteration 25Q: 3 clusters Score -1048033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1048049.437500 Penalty: 4689.063477
	Iteration 26Q: 3 clusters Score -1048049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1048064.750000 Penalty: 4689.063477
	Iteration 27Q: 3 clusters Score -1048065 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1048073.437500 Penalty: 4689.063477
	Iteration 28Q: 3 clusters Score -1048073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1048089.562500 Penalty: 4689.063477
	Iteration 29Q: 3 clusters Score -1048090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1048099.750000 Penalty: 4689.063477
	Iteration 30Q: 3 clusters Score -1048100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1048115.500000 Penalty: 4689.063477
	Iteration 31Q: 3 clusters Score -1048116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1048133.187500 Penalty: 4689.063477
	Iteration 32Q: 3 clusters Score -1048133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1048145.312500 Penalty: 4689.063477
	Iteration 33Q: 3 clusters Score -1048145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1048164.750000 Penalty: 4689.063477
	Iteration 34Q: 3 clusters Score -1048165 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1048180.562500 Penalty: 4689.063477
	Iteration 35Q: 3 clusters Score -1048181 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1048195.375000 Penalty: 4689.063477
	Iteration 36Q: 3 clusters Score -1048195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1048210.750000 Penalty: 4689.063477
	Iteration 37Q: 3 clusters Score -1048211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1048223.312500 Penalty: 4689.063477
	Iteration 38Q: 3 clusters Score -1048223 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1048235.500000 Penalty: 4689.063477
	Iteration 39Q: 3 clusters Score -1048236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1048252.250000 Penalty: 4689.063477
	Iteration 40F: 3 clusters Score -1048252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1048261.125000 Penalty: 4689.063477
	Iteration 41Q: 3 clusters Score -1048261 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1048276.500000 Penalty: 4689.063477
	Iteration 42Q: 3 clusters Score -1048276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1048291.562500 Penalty: 4689.063477
	Iteration 43Q: 3 clusters Score -1048292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1048304.875000 Penalty: 4689.063477
	Iteration 44Q: 3 clusters Score -1048305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1048322.750000 Penalty: 4689.063477
	Iteration 45Q: 3 clusters Score -1048323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1048338.812500 Penalty: 4689.063477
	Iteration 46Q: 3 clusters Score -1048339 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1048356.812500 Penalty: 4689.063477
	Iteration 47Q: 3 clusters Score -1048357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1048373.312500 Penalty: 4689.063477
	Iteration 48Q: 3 clusters Score -1048373 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1048390.562500 Penalty: 4689.063477
	Iteration 49Q: 3 clusters Score -1048391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1048402.562500 Penalty: 4689.063477
	Iteration 50Q: 3 clusters Score -1048403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1048417.500000 Penalty: 4689.063477
	Iteration 51Q: 3 clusters Score -1048418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1048433.625000 Penalty: 4689.063477
	Iteration 52Q: 3 clusters Score -1048434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1048446.687500 Penalty: 4689.063477
	Iteration 53Q: 3 clusters Score -1048447 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1048466.375000 Penalty: 4689.063477
	Iteration 54Q: 3 clusters Score -1048466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1048485.625000 Penalty: 4689.063477
	Iteration 55Q: 3 clusters Score -1048486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1048494.000000 Penalty: 4689.063477
	Iteration 56Q: 3 clusters Score -1048494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1048510.062500 Penalty: 4689.063477
	Iteration 57Q: 3 clusters Score -1048510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1048525.500000 Penalty: 4689.063477
	Iteration 58Q: 3 clusters Score -1048526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1048533.562500 Penalty: 4689.063477
	Iteration 59Q: 3 clusters Score -1048534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1048543.062500 Penalty: 4689.063477
	Iteration 60F: 3 clusters Score -1048543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1048551.375000 Penalty: 4689.063477
	Iteration 61Q: 3 clusters Score -1048551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1048558.312500 Penalty: 4689.063477
	Iteration 62Q: 3 clusters Score -1048558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1048561.312500 Penalty: 4689.063477
	Iteration 63Q: 3 clusters Score -1048561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1048574.062500 Penalty: 4689.063477
	Iteration 64Q: 3 clusters Score -1048574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1048586.125000 Penalty: 4689.063477
	Iteration 65Q: 3 clusters Score -1048586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1048592.250000 Penalty: 4689.063477
	Iteration 66Q: 3 clusters Score -1048592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1048600.625000 Penalty: 4689.063477
	Iteration 67Q: 3 clusters Score -1048601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1048605.125000 Penalty: 4689.063477
	Iteration 68Q: 3 clusters Score -1048605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1048606.125000 Penalty: 4689.063477
	Iteration 69Q: 3 clusters Score -1048606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1048609.750000 Penalty: 4689.063477
	Iteration 70Q: 3 clusters Score -1048610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1048613.875000 Penalty: 4689.063477
	Iteration 71Q: 3 clusters Score -1048614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1048620.375000 Penalty: 4689.063477
	Iteration 72Q: 3 clusters Score -1048620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1048621.375000 Penalty: 4689.063477
	Iteration 73Q: 3 clusters Score -1048621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1048627.000000 Penalty: 4689.063477
	Iteration 74Q: 3 clusters Score -1048627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1048626.875000 Penalty: 4689.063477
	Iteration 75Q: 3 clusters Score -1048627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1048629.500000 Penalty: 4689.063477
	Iteration 76Q: 3 clusters Score -1048630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1048629.875000 Penalty: 4689.063477
	Iteration 77Q: 3 clusters Score -1048630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1048635.125000 Penalty: 4689.063477
	Iteration 78Q: 3 clusters Score -1048635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1048639.750000 Penalty: 4689.063477
	Iteration 79Q: 3 clusters Score -1048640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1048643.750000 Penalty: 4689.063477
	Iteration 80F: 3 clusters Score -1048644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1048650.250000 Penalty: 4689.063477
	Iteration 81Q: 3 clusters Score -1048650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1048654.375000 Penalty: 4689.063477
	Iteration 82Q: 3 clusters Score -1048654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1048662.375000 Penalty: 4689.063477
	Iteration 83Q: 3 clusters Score -1048662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1048671.250000 Penalty: 4689.063477
	Iteration 84Q: 3 clusters Score -1048671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1048680.500000 Penalty: 4689.063477
	Iteration 85Q: 3 clusters Score -1048680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1048684.000000 Penalty: 4689.063477
	Iteration 86Q: 3 clusters Score -1048684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1048690.750000 Penalty: 4689.063477
	Iteration 87Q: 3 clusters Score -1048691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1048696.375000 Penalty: 4689.063477
	Iteration 88Q: 3 clusters Score -1048696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1048707.125000 Penalty: 4689.063477
	Iteration 89Q: 3 clusters Score -1048707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1048717.875000 Penalty: 4689.063477
	Iteration 90Q: 3 clusters Score -1048718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1048727.250000 Penalty: 4689.063477
	Iteration 91Q: 3 clusters Score -1048727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1048736.125000 Penalty: 4689.063477
	Iteration 92Q: 3 clusters Score -1048736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1048743.500000 Penalty: 4689.063477
	Iteration 93Q: 3 clusters Score -1048744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1048750.375000 Penalty: 4689.063477
	Iteration 94Q: 3 clusters Score -1048750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1048754.875000 Penalty: 4689.063477
	Iteration 95Q: 3 clusters Score -1048755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1048763.250000 Penalty: 4689.063477
	Iteration 96Q: 3 clusters Score -1048763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1048768.000000 Penalty: 4689.063477
	Iteration 97Q: 3 clusters Score -1048768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1048770.625000 Penalty: 4689.063477
	Iteration 98Q: 3 clusters Score -1048771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1048776.375000 Penalty: 4689.063477
	Iteration 99Q: 3 clusters Score -1048776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1048777.625000 Penalty: 4689.063477
	Iteration 100F: 3 clusters Score -1048778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1048784.500000 Penalty: 4689.063477
	Iteration 101Q: 3 clusters Score -1048784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1048783.250000 Penalty: 4689.063477
	Iteration 102Q: 3 clusters Score -1048783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1048784.125000 Penalty: 4689.063477
	Iteration 103Q: 3 clusters Score -1048784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1048785.000000 Penalty: 4689.063477
	Iteration 104Q: 3 clusters Score -1048785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1048788.125000 Penalty: 4689.063477
	Iteration 105Q: 3 clusters Score -1048788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1048794.375000 Penalty: 4689.063477
	Iteration 106Q: 3 clusters Score -1048794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1048794.125000 Penalty: 4689.063477
	Iteration 107Q: 3 clusters Score -1048794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1048798.875000 Penalty: 4689.063477
	Iteration 108Q: 3 clusters Score -1048799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1048801.500000 Penalty: 4689.063477
	Iteration 109Q: 3 clusters Score -1048802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1048801.500000 Penalty: 4689.063477
	Iteration 110Q: 3 clusters Score -1048802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1048802.875000 Penalty: 4689.063477
	Iteration 111Q: 3 clusters Score -1048803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1048805.375000 Penalty: 4689.063477
	Iteration 112Q: 3 clusters Score -1048805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1048806.000000 Penalty: 4689.063477
	Iteration 113Q: 3 clusters Score -1048806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1048805.500000 Penalty: 4689.063477
	Iteration 114Q: 3 clusters Score -1048806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1048806.375000 Penalty: 4689.063477
	Iteration 115Q: 3 clusters Score -1048806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1048808.000000 Penalty: 4689.063477
	Iteration 116Q: 3 clusters Score -1048808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1048806.625000 Penalty: 4689.063477
	Iteration 117Q: 3 clusters Score -1048807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1048807.500000 Penalty: 4689.063477
	Iteration 118Q: 3 clusters Score -1048808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1048806.625000 Penalty: 4689.063477
	Iteration 119Q: 3 clusters Score -1048807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1048806.625000 Penalty: 4689.063477
	Iteration 120F: 3 clusters Score -1048807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Entering Unmasked Estep 
Score: -1615747.250000 Penalty: 2438.892578
	Iteration 0F: 2 clusters Score -1615747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1602367.000000 Penalty: 4877.785156
	Iteration 0F: 3 clusters Score -1602367 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1606929.750000 Penalty: 4877.785156
	Iteration 1F: 3 clusters Score -1606930 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1607373.250000 Penalty: 4877.785156
	Iteration 2F: 3 clusters Score -1607373 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1607758.500000 Penalty: 4877.785156
	Iteration 3F: 3 clusters Score -1607758 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1608147.625000 Penalty: 4877.785156
	Iteration 4Q: 3 clusters Score -1608148 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1608613.000000 Penalty: 4877.785156
	Iteration 5F: 3 clusters Score -1608613 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1609221.125000 Penalty: 4877.785156
	Iteration 6F: 3 clusters Score -1609221 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1609862.750000 Penalty: 4877.785156
	Iteration 7F: 3 clusters Score -1609863 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1610570.250000 Penalty: 4877.785156
	Iteration 8F: 3 clusters Score -1610570 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1611223.250000 Penalty: 4877.785156
	Iteration 9F: 3 clusters Score -1611223 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1611880.125000 Penalty: 4877.785156
	Iteration 10Q: 3 clusters Score -1611880 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1612464.625000 Penalty: 4877.785156
	Iteration 11Q: 3 clusters Score -1612465 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1612938.500000 Penalty: 4877.785156
	Iteration 12Q: 3 clusters Score -1612938 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1613294.000000 Penalty: 4877.785156
	Iteration 13Q: 3 clusters Score -1613294 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1613569.875000 Penalty: 4877.785156
	Iteration 14Q: 3 clusters Score -1613570 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1613843.375000 Penalty: 4877.785156
	Iteration 15Q: 3 clusters Score -1613843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1613983.000000 Penalty: 4877.785156
	Iteration 16Q: 3 clusters Score -1613983 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1614079.750000 Penalty: 4877.785156
	Iteration 17Q: 3 clusters Score -1614080 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1614146.125000 Penalty: 4877.785156
	Iteration 18Q: 3 clusters Score -1614146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1614188.250000 Penalty: 4877.785156
	Iteration 19Q: 3 clusters Score -1614188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1614214.875000 Penalty: 4877.785156
	Iteration 20F: 3 clusters Score -1614215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1614230.875000 Penalty: 4877.785156
	Iteration 21Q: 3 clusters Score -1614231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1614252.250000 Penalty: 4877.785156
	Iteration 22Q: 3 clusters Score -1614252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1614270.875000 Penalty: 4877.785156
	Iteration 23Q: 3 clusters Score -1614271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1614287.500000 Penalty: 4877.785156
	Iteration 24Q: 3 clusters Score -1614288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1614293.875000 Penalty: 4877.785156
	Iteration 25Q: 3 clusters Score -1614294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1614304.750000 Penalty: 4877.785156
	Iteration 26Q: 3 clusters Score -1614305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1614312.250000 Penalty: 4877.785156
	Iteration 27Q: 3 clusters Score -1614312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1614322.375000 Penalty: 4877.785156
	Iteration 28Q: 3 clusters Score -1614322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1614328.750000 Penalty: 4877.785156
	Iteration 29Q: 3 clusters Score -1614329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1614339.500000 Penalty: 4877.785156
	Iteration 30Q: 3 clusters Score -1614340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1614346.250000 Penalty: 4877.785156
	Iteration 31Q: 3 clusters Score -1614346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1614359.125000 Penalty: 4877.785156
	Iteration 32Q: 3 clusters Score -1614359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1614370.750000 Penalty: 4877.785156
	Iteration 33Q: 3 clusters Score -1614371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1614390.125000 Penalty: 4877.785156
	Iteration 34Q: 3 clusters Score -1614390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1614398.250000 Penalty: 4877.785156
	Iteration 35Q: 3 clusters Score -1614398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1614410.625000 Penalty: 4877.785156
	Iteration 36Q: 3 clusters Score -1614411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1614430.500000 Penalty: 4877.785156
	Iteration 37Q: 3 clusters Score -1614430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1614446.000000 Penalty: 4877.785156
	Iteration 38Q: 3 clusters Score -1614446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1614473.375000 Penalty: 4877.785156
	Iteration 39Q: 3 clusters Score -1614473 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1614498.750000 Penalty: 4877.785156
	Iteration 40F: 3 clusters Score -1614499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1614520.750000 Penalty: 4877.785156
	Iteration 41Q: 3 clusters Score -1614521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1614540.125000 Penalty: 4877.785156
	Iteration 42Q: 3 clusters Score -1614540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1614567.625000 Penalty: 4877.785156
	Iteration 43Q: 3 clusters Score -1614568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1614585.375000 Penalty: 4877.785156
	Iteration 44Q: 3 clusters Score -1614585 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1614614.375000 Penalty: 4877.785156
	Iteration 45Q: 3 clusters Score -1614614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1614643.250000 Penalty: 4877.785156
	Iteration 46Q: 3 clusters Score -1614643 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1614672.750000 Penalty: 4877.785156
	Iteration 47Q: 3 clusters Score -1614673 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1614708.750000 Penalty: 4877.785156
	Iteration 48Q: 3 clusters Score -1614709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1614752.500000 Penalty: 4877.785156
	Iteration 49Q: 3 clusters Score -1614752 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1614798.875000 Penalty: 4877.785156
	Iteration 50Q: 3 clusters Score -1614799 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1614862.500000 Penalty: 4877.785156
	Iteration 51Q: 3 clusters Score -1614862 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1614934.125000 Penalty: 4877.785156
	Iteration 52Q: 3 clusters Score -1614934 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1615035.625000 Penalty: 4877.785156
	Iteration 53Q: 3 clusters Score -1615036 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1615161.125000 Penalty: 4877.785156
	Iteration 54Q: 3 clusters Score -1615161 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1615341.000000 Penalty: 4877.785156
	Iteration 55Q: 3 clusters Score -1615341 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1615568.000000 Penalty: 4877.785156
	Iteration 56Q: 3 clusters Score -1615568 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1615868.250000 Penalty: 4877.785156
	Iteration 57Q: 3 clusters Score -1615868 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1616277.625000 Penalty: 4877.785156
	Iteration 58Q: 3 clusters Score -1616278 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1616859.750000 Penalty: 4877.785156
	Iteration 59Q: 3 clusters Score -1616860 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1617770.375000 Penalty: 4877.785156
	Iteration 60F: 3 clusters Score -1617770 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1619217.875000 Penalty: 4877.785156
	Iteration 61F: 3 clusters Score -1619218 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1621190.250000 Penalty: 4877.785156
	Iteration 62F: 3 clusters Score -1621190 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1623746.500000 Penalty: 4877.785156
	Iteration 63Q: 3 clusters Score -1623746 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1625193.875000 Penalty: 4877.785156
	Iteration 64Q: 3 clusters Score -1625194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1625319.875000 Penalty: 4877.785156
	Iteration 65Q: 3 clusters Score -1625320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1625335.250000 Penalty: 4877.785156
	Iteration 66Q: 3 clusters Score -1625335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1625333.500000 Penalty: 4877.785156
	Iteration 67Q: 3 clusters Score -1625334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1625331.750000 Penalty: 4877.785156
	Iteration 68Q: 3 clusters Score -1625332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1625331.750000 Penalty: 4877.785156
	Iteration 69F: 3 clusters Score -1625332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123700 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30478 members 
Mstep: Class 19 contains 28949 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 10121 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23063 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Mstep: Class 28 contains 12030 members 
Mstep: Class 29 contains 8541 members 
Entering Unmasked Estep 
Score: -38187988.000000 Penalty: 93856.703125
Splitting cluster 21 changes total score from -38175476.000000 to -38187988.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (12230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Entering Unmasked Estep 
Score: -1072856.375000 Penalty: 2334.088379
	Iteration 0F: 2 clusters Score -1072856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1063851.250000 Penalty: 4668.176758
	Iteration 0F: 3 clusters Score -1063851 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1066489.625000 Penalty: 4668.176758
	Iteration 1F: 3 clusters Score -1066490 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1066765.875000 Penalty: 4668.176758
	Iteration 2F: 3 clusters Score -1066766 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1066984.500000 Penalty: 4668.176758
	Iteration 3Q: 3 clusters Score -1066984 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1067198.875000 Penalty: 4668.176758
	Iteration 4Q: 3 clusters Score -1067199 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1067393.375000 Penalty: 4668.176758
	Iteration 5Q: 3 clusters Score -1067393 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1067585.500000 Penalty: 4668.176758
	Iteration 6Q: 3 clusters Score -1067586 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1067752.000000 Penalty: 4668.176758
	Iteration 7Q: 3 clusters Score -1067752 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1067892.625000 Penalty: 4668.176758
	Iteration 8Q: 3 clusters Score -1067893 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1068009.125000 Penalty: 4668.176758
	Iteration 9Q: 3 clusters Score -1068009 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1068096.500000 Penalty: 4668.176758
	Iteration 10Q: 3 clusters Score -1068096 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1068174.375000 Penalty: 4668.176758
	Iteration 11Q: 3 clusters Score -1068174 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1068250.000000 Penalty: 4668.176758
	Iteration 12Q: 3 clusters Score -1068250 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1068321.375000 Penalty: 4668.176758
	Iteration 13Q: 3 clusters Score -1068321 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1068382.625000 Penalty: 4668.176758
	Iteration 14Q: 3 clusters Score -1068383 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1068437.250000 Penalty: 4668.176758
	Iteration 15Q: 3 clusters Score -1068437 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1068509.875000 Penalty: 4668.176758
	Iteration 16Q: 3 clusters Score -1068510 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1068579.375000 Penalty: 4668.176758
	Iteration 17Q: 3 clusters Score -1068579 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1068654.000000 Penalty: 4668.176758
	Iteration 18Q: 3 clusters Score -1068654 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1068739.625000 Penalty: 4668.176758
	Iteration 19Q: 3 clusters Score -1068740 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1068852.125000 Penalty: 4668.176758
	Iteration 20F: 3 clusters Score -1068852 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1068968.875000 Penalty: 4668.176758
	Iteration 21Q: 3 clusters Score -1068969 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1069102.500000 Penalty: 4668.176758
	Iteration 22Q: 3 clusters Score -1069102 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1069249.500000 Penalty: 4668.176758
	Iteration 23Q: 3 clusters Score -1069250 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1069408.000000 Penalty: 4668.176758
	Iteration 24Q: 3 clusters Score -1069408 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1069590.750000 Penalty: 4668.176758
	Iteration 25Q: 3 clusters Score -1069591 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1069815.125000 Penalty: 4668.176758
	Iteration 26Q: 3 clusters Score -1069815 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1070046.875000 Penalty: 4668.176758
	Iteration 27Q: 3 clusters Score -1070047 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1070235.500000 Penalty: 4668.176758
	Iteration 28Q: 3 clusters Score -1070236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1070394.250000 Penalty: 4668.176758
	Iteration 29Q: 3 clusters Score -1070394 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1070533.000000 Penalty: 4668.176758
	Iteration 30Q: 3 clusters Score -1070533 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1070638.375000 Penalty: 4668.176758
	Iteration 31Q: 3 clusters Score -1070638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1070709.500000 Penalty: 4668.176758
	Iteration 32Q: 3 clusters Score -1070710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1070761.875000 Penalty: 4668.176758
	Iteration 33Q: 3 clusters Score -1070762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1070792.250000 Penalty: 4668.176758
	Iteration 34Q: 3 clusters Score -1070792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1070815.750000 Penalty: 4668.176758
	Iteration 35Q: 3 clusters Score -1070816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1070824.875000 Penalty: 4668.176758
	Iteration 36Q: 3 clusters Score -1070825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1070830.625000 Penalty: 4668.176758
	Iteration 37Q: 3 clusters Score -1070831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1070837.875000 Penalty: 4668.176758
	Iteration 38Q: 3 clusters Score -1070838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1070848.750000 Penalty: 4668.176758
	Iteration 39Q: 3 clusters Score -1070849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1070855.375000 Penalty: 4668.176758
	Iteration 40F: 3 clusters Score -1070855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1070860.750000 Penalty: 4668.176758
	Iteration 41Q: 3 clusters Score -1070861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1070866.250000 Penalty: 4668.176758
	Iteration 42Q: 3 clusters Score -1070866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1070869.625000 Penalty: 4668.176758
	Iteration 43Q: 3 clusters Score -1070870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1070874.250000 Penalty: 4668.176758
	Iteration 44Q: 3 clusters Score -1070874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1070873.375000 Penalty: 4668.176758
	Iteration 45Q: 3 clusters Score -1070873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1070873.375000 Penalty: 4668.176758
	Iteration 46F: 3 clusters Score -1070873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -691029.625000 Penalty: 2252.292725
	Iteration 0F: 2 clusters Score -691029.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -684149.750000 Penalty: 4504.585449
	Iteration 0F: 3 clusters Score -684149.8 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -686069.187500 Penalty: 4504.585449
	Iteration 1F: 3 clusters Score -686069.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -686394.250000 Penalty: 4504.585449
	Iteration 2F: 3 clusters Score -686394.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -686623.875000 Penalty: 4504.585449
	Iteration 3F: 3 clusters Score -686623.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -686861.500000 Penalty: 4504.585449
	Iteration 4Q: 3 clusters Score -686861.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -687122.937500 Penalty: 4504.585449
	Iteration 5Q: 3 clusters Score -687122.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -687437.000000 Penalty: 4504.585449
	Iteration 6Q: 3 clusters Score -687437 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -687770.500000 Penalty: 4504.585449
	Iteration 7Q: 3 clusters Score -687770.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -688093.437500 Penalty: 4504.585449
	Iteration 8Q: 3 clusters Score -688093.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -688352.375000 Penalty: 4504.585449
	Iteration 9Q: 3 clusters Score -688352.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -688553.187500 Penalty: 4504.585449
	Iteration 10Q: 3 clusters Score -688553.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -688699.750000 Penalty: 4504.585449
	Iteration 11Q: 3 clusters Score -688699.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -688825.625000 Penalty: 4504.585449
	Iteration 12Q: 3 clusters Score -688825.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -688939.875000 Penalty: 4504.585449
	Iteration 13Q: 3 clusters Score -688939.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -689026.062500 Penalty: 4504.585449
	Iteration 14Q: 3 clusters Score -689026.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -689085.562500 Penalty: 4504.585449
	Iteration 15Q: 3 clusters Score -689085.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -689130.750000 Penalty: 4504.585449
	Iteration 16Q: 3 clusters Score -689130.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -689166.937500 Penalty: 4504.585449
	Iteration 17Q: 3 clusters Score -689166.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -689192.562500 Penalty: 4504.585449
	Iteration 18Q: 3 clusters Score -689192.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -689215.312500 Penalty: 4504.585449
	Iteration 19Q: 3 clusters Score -689215.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -689229.500000 Penalty: 4504.585449
	Iteration 20F: 3 clusters Score -689229.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -689239.625000 Penalty: 4504.585449
	Iteration 21Q: 3 clusters Score -689239.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -689246.937500 Penalty: 4504.585449
	Iteration 22Q: 3 clusters Score -689246.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -689254.812500 Penalty: 4504.585449
	Iteration 23Q: 3 clusters Score -689254.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -689257.125000 Penalty: 4504.585449
	Iteration 24Q: 3 clusters Score -689257.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -689261.437500 Penalty: 4504.585449
	Iteration 25Q: 3 clusters Score -689261.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -689268.375000 Penalty: 4504.585449
	Iteration 26Q: 3 clusters Score -689268.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -689271.750000 Penalty: 4504.585449
	Iteration 27Q: 3 clusters Score -689271.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -689275.187500 Penalty: 4504.585449
	Iteration 28Q: 3 clusters Score -689275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -689277.312500 Penalty: 4504.585449
	Iteration 29Q: 3 clusters Score -689277.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -689279.562500 Penalty: 4504.585449
	Iteration 30Q: 3 clusters Score -689279.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -689281.437500 Penalty: 4504.585449
	Iteration 31Q: 3 clusters Score -689281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -689285.375000 Penalty: 4504.585449
	Iteration 32Q: 3 clusters Score -689285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -689287.000000 Penalty: 4504.585449
	Iteration 33Q: 3 clusters Score -689287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -689289.937500 Penalty: 4504.585449
	Iteration 34Q: 3 clusters Score -689289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -689290.187500 Penalty: 4504.585449
	Iteration 35Q: 3 clusters Score -689290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -689290.062500 Penalty: 4504.585449
	Iteration 36Q: 3 clusters Score -689290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -689290.812500 Penalty: 4504.585449
	Iteration 37Q: 3 clusters Score -689290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -689291.750000 Penalty: 4504.585449
	Iteration 38Q: 3 clusters Score -689291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -689291.750000 Penalty: 4504.585449
	Iteration 39Q: 3 clusters Score -689291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -689290.375000 Penalty: 4504.585449
	Iteration 40F: 3 clusters Score -689290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -689291.125000 Penalty: 4504.585449
	Iteration 41Q: 3 clusters Score -689291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -689293.187500 Penalty: 4504.585449
	Iteration 42Q: 3 clusters Score -689293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -689294.312500 Penalty: 4504.585449
	Iteration 43Q: 3 clusters Score -689294.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -689296.625000 Penalty: 4504.585449
	Iteration 44Q: 3 clusters Score -689296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -689295.687500 Penalty: 4504.585449
	Iteration 45Q: 3 clusters Score -689295.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -689298.500000 Penalty: 4504.585449
	Iteration 46Q: 3 clusters Score -689298.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -689301.500000 Penalty: 4504.585449
	Iteration 47Q: 3 clusters Score -689301.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -689304.812500 Penalty: 4504.585449
	Iteration 48Q: 3 clusters Score -689304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -689303.937500 Penalty: 4504.585449
	Iteration 49Q: 3 clusters Score -689303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -689306.000000 Penalty: 4504.585449
	Iteration 50Q: 3 clusters Score -689306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -689305.750000 Penalty: 4504.585449
	Iteration 51Q: 3 clusters Score -689305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -689308.125000 Penalty: 4504.585449
	Iteration 52Q: 3 clusters Score -689308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -689309.875000 Penalty: 4504.585449
	Iteration 53Q: 3 clusters Score -689309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -689309.250000 Penalty: 4504.585449
	Iteration 54Q: 3 clusters Score -689309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -689310.062500 Penalty: 4504.585449
	Iteration 55Q: 3 clusters Score -689310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -689309.687500 Penalty: 4504.585449
	Iteration 56Q: 3 clusters Score -689309.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -689310.187500 Penalty: 4504.585449
	Iteration 57Q: 3 clusters Score -689310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -689311.000000 Penalty: 4504.585449
	Iteration 58Q: 3 clusters Score -689311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -689310.625000 Penalty: 4504.585449
	Iteration 59Q: 3 clusters Score -689310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -689312.312500 Penalty: 4504.585449
	Iteration 60F: 3 clusters Score -689312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -689313.125000 Penalty: 4504.585449
	Iteration 61Q: 3 clusters Score -689313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -689311.562500 Penalty: 4504.585449
	Iteration 62Q: 3 clusters Score -689311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -689311.750000 Penalty: 4504.585449
	Iteration 63Q: 3 clusters Score -689311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -689311.125000 Penalty: 4504.585449
	Iteration 64Q: 3 clusters Score -689311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -689312.500000 Penalty: 4504.585449
	Iteration 65Q: 3 clusters Score -689312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -689312.562500 Penalty: 4504.585449
	Iteration 66Q: 3 clusters Score -689312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -689312.125000 Penalty: 4504.585449
	Iteration 67Q: 3 clusters Score -689312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -689312.625000 Penalty: 4504.585449
	Iteration 68Q: 3 clusters Score -689312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -689314.062500 Penalty: 4504.585449
	Iteration 69Q: 3 clusters Score -689314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -689315.125000 Penalty: 4504.585449
	Iteration 70Q: 3 clusters Score -689315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -689315.625000 Penalty: 4504.585449
	Iteration 71Q: 3 clusters Score -689315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -689314.500000 Penalty: 4504.585449
	Iteration 72Q: 3 clusters Score -689314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -689316.250000 Penalty: 4504.585449
	Iteration 73Q: 3 clusters Score -689316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -689317.000000 Penalty: 4504.585449
	Iteration 74Q: 3 clusters Score -689317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -689317.875000 Penalty: 4504.585449
	Iteration 75Q: 3 clusters Score -689317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -689318.500000 Penalty: 4504.585449
	Iteration 76Q: 3 clusters Score -689318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -689318.500000 Penalty: 4504.585449
	Iteration 77F: 3 clusters Score -689318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Entering Unmasked Estep 
Score: -1981981.750000 Penalty: 2491.404297
	Iteration 0F: 2 clusters Score -1981982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1965963.125000 Penalty: 4982.808594
	Iteration 0F: 3 clusters Score -1965963 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1971420.750000 Penalty: 4982.808594
	Iteration 1F: 3 clusters Score -1971421 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1971850.250000 Penalty: 4982.808594
	Iteration 2F: 3 clusters Score -1971850 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1972257.375000 Penalty: 4982.808594
	Iteration 3Q: 3 clusters Score -1972257 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1972730.000000 Penalty: 4982.808594
	Iteration 4Q: 3 clusters Score -1972730 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1973261.750000 Penalty: 4982.808594
	Iteration 5Q: 3 clusters Score -1973262 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1973896.500000 Penalty: 4982.808594
	Iteration 6Q: 3 clusters Score -1973896 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1974636.375000 Penalty: 4982.808594
	Iteration 7F: 3 clusters Score -1974636 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1975389.125000 Penalty: 4982.808594
	Iteration 8F: 3 clusters Score -1975389 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1976078.875000 Penalty: 4982.808594
	Iteration 9Q: 3 clusters Score -1976079 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1976747.750000 Penalty: 4982.808594
	Iteration 10Q: 3 clusters Score -1976748 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1977415.125000 Penalty: 4982.808594
	Iteration 11Q: 3 clusters Score -1977415 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1978048.250000 Penalty: 4982.808594
	Iteration 12Q: 3 clusters Score -1978048 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1978538.125000 Penalty: 4982.808594
	Iteration 13Q: 3 clusters Score -1978538 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1978833.000000 Penalty: 4982.808594
	Iteration 14Q: 3 clusters Score -1978833 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1978979.500000 Penalty: 4982.808594
	Iteration 15Q: 3 clusters Score -1978980 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1979106.625000 Penalty: 4982.808594
	Iteration 16Q: 3 clusters Score -1979107 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1979189.125000 Penalty: 4982.808594
	Iteration 17Q: 3 clusters Score -1979189 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1979259.500000 Penalty: 4982.808594
	Iteration 18Q: 3 clusters Score -1979260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1979295.750000 Penalty: 4982.808594
	Iteration 19Q: 3 clusters Score -1979296 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1979344.875000 Penalty: 4982.808594
	Iteration 20F: 3 clusters Score -1979345 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1979381.375000 Penalty: 4982.808594
	Iteration 21Q: 3 clusters Score -1979381 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1979409.500000 Penalty: 4982.808594
	Iteration 22Q: 3 clusters Score -1979410 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1979426.000000 Penalty: 4982.808594
	Iteration 23Q: 3 clusters Score -1979426 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1979451.250000 Penalty: 4982.808594
	Iteration 24Q: 3 clusters Score -1979451 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1979472.250000 Penalty: 4982.808594
	Iteration 25Q: 3 clusters Score -1979472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1979498.625000 Penalty: 4982.808594
	Iteration 26Q: 3 clusters Score -1979499 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1979513.000000 Penalty: 4982.808594
	Iteration 27Q: 3 clusters Score -1979513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1979527.875000 Penalty: 4982.808594
	Iteration 28Q: 3 clusters Score -1979528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1979524.875000 Penalty: 4982.808594
	Iteration 29Q: 3 clusters Score -1979525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1979540.750000 Penalty: 4982.808594
	Iteration 30Q: 3 clusters Score -1979541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1979537.125000 Penalty: 4982.808594
	Iteration 31Q: 3 clusters Score -1979537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1979542.250000 Penalty: 4982.808594
	Iteration 32Q: 3 clusters Score -1979542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1979551.500000 Penalty: 4982.808594
	Iteration 33Q: 3 clusters Score -1979552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1979552.875000 Penalty: 4982.808594
	Iteration 34Q: 3 clusters Score -1979553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1979559.125000 Penalty: 4982.808594
	Iteration 35Q: 3 clusters Score -1979559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1979560.875000 Penalty: 4982.808594
	Iteration 36Q: 3 clusters Score -1979561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1979563.625000 Penalty: 4982.808594
	Iteration 37Q: 3 clusters Score -1979564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1979562.000000 Penalty: 4982.808594
	Iteration 38Q: 3 clusters Score -1979562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1979573.625000 Penalty: 4982.808594
	Iteration 39Q: 3 clusters Score -1979574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1979570.500000 Penalty: 4982.808594
	Iteration 40F: 3 clusters Score -1979570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1979572.125000 Penalty: 4982.808594
	Iteration 41Q: 3 clusters Score -1979572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1979572.125000 Penalty: 4982.808594
	Iteration 42Q: 3 clusters Score -1979572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1979571.000000 Penalty: 4982.808594
	Iteration 43Q: 3 clusters Score -1979571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1979574.750000 Penalty: 4982.808594
	Iteration 44Q: 3 clusters Score -1979575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1979576.750000 Penalty: 4982.808594
	Iteration 45Q: 3 clusters Score -1979577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1979581.500000 Penalty: 4982.808594
	Iteration 46Q: 3 clusters Score -1979582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1979589.375000 Penalty: 4982.808594
	Iteration 47Q: 3 clusters Score -1979589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1979595.000000 Penalty: 4982.808594
	Iteration 48Q: 3 clusters Score -1979595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1979598.500000 Penalty: 4982.808594
	Iteration 49Q: 3 clusters Score -1979598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1979611.125000 Penalty: 4982.808594
	Iteration 50Q: 3 clusters Score -1979611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1979620.500000 Penalty: 4982.808594
	Iteration 51Q: 3 clusters Score -1979620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1979625.375000 Penalty: 4982.808594
	Iteration 52Q: 3 clusters Score -1979625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1979629.875000 Penalty: 4982.808594
	Iteration 53Q: 3 clusters Score -1979630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1979637.000000 Penalty: 4982.808594
	Iteration 54Q: 3 clusters Score -1979637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1979638.250000 Penalty: 4982.808594
	Iteration 55Q: 3 clusters Score -1979638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1979647.750000 Penalty: 4982.808594
	Iteration 56Q: 3 clusters Score -1979648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1979658.625000 Penalty: 4982.808594
	Iteration 57Q: 3 clusters Score -1979659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1979667.875000 Penalty: 4982.808594
	Iteration 58Q: 3 clusters Score -1979668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1979666.500000 Penalty: 4982.808594
	Iteration 59Q: 3 clusters Score -1979666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1979670.500000 Penalty: 4982.808594
	Iteration 60F: 3 clusters Score -1979670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1979674.625000 Penalty: 4982.808594
	Iteration 61Q: 3 clusters Score -1979675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1979680.875000 Penalty: 4982.808594
	Iteration 62Q: 3 clusters Score -1979681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1979684.625000 Penalty: 4982.808594
	Iteration 63Q: 3 clusters Score -1979685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1979699.250000 Penalty: 4982.808594
	Iteration 64Q: 3 clusters Score -1979699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1979699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1979702.125000 Penalty: 4982.808594
	Iteration 66Q: 3 clusters Score -1979702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1979707.000000 Penalty: 4982.808594
	Iteration 67Q: 3 clusters Score -1979707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1979704.500000 Penalty: 4982.808594
	Iteration 68Q: 3 clusters Score -1979704 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1979705 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1979706 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1979707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1979712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1979714 nChanged 21
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Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1979710 nChanged 24
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Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1979720 nChanged 32
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Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1979727 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1979730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1979731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1979741.000000 Penalty: 4982.808594
	Iteration 80F: 3 clusters Score -1979741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1979736 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1979738 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1979737 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1979744 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1979747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1979746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1979745 nChanged 28
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Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1979754 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1979757 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1979765 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1979768 nChanged 40
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Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1979774 nChanged 39
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Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1979779 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1979784 nChanged 22
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Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1979786 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1979788 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1979788 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1979788 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1979790 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1979797 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1979797 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1979802 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1979807 nChanged 42
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Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1979810 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 15112 members 
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	Iteration 106Q: 3 clusters Score -1979814 nChanged 52
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Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1979827 nChanged 63
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Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1979833 nChanged 76
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Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 14927 members 
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	Iteration 109Q: 3 clusters Score -1979845 nChanged 77
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Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1979857 nChanged 83
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Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1979871 nChanged 91
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Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1979888 nChanged 84
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Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14600 members 
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	Iteration 113Q: 3 clusters Score -1979903 nChanged 70
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Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 14530 members 
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	Iteration 114Q: 3 clusters Score -1979910 nChanged 74
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Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 14458 members 
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	Iteration 115Q: 3 clusters Score -1979923 nChanged 58
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Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 14400 members 
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	Iteration 116Q: 3 clusters Score -1979924 nChanged 62
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Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1979938 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14286 members 
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	Iteration 118Q: 3 clusters Score -1979943 nChanged 58
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Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 14228 members 
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	Iteration 119Q: 3 clusters Score -1979951 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 14172 members 
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	Iteration 120F: 3 clusters Score -1979961 nChanged 61
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Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 14111 members 
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	Iteration 121Q: 3 clusters Score -1979970 nChanged 64
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Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1979968 nChanged 63
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Mstep: Class 1 contains 9075 members 
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	Iteration 123Q: 3 clusters Score -1979973 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 13938 members 
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	Iteration 124Q: 3 clusters Score -1979980 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 13889 members 
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	Iteration 125Q: 3 clusters Score -1979986 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 13827 members 
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	Iteration 126Q: 3 clusters Score -1979989 nChanged 60
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Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1980001 nChanged 61
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Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 13708 members 
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	Iteration 128Q: 3 clusters Score -1980008 nChanged 58
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Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1980012 nChanged 64
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Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 13586 members 
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	Iteration 130Q: 3 clusters Score -1980024 nChanged 65
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Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1980040 nChanged 71
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Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 13450 members 
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	Iteration 132Q: 3 clusters Score -1980044 nChanged 66
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Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 13384 members 
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Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 13318 members 
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	Iteration 134Q: 3 clusters Score -1980059 nChanged 56
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Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 13262 members 
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	Iteration 135Q: 3 clusters Score -1980062 nChanged 58
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Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 13204 members 
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	Iteration 136Q: 3 clusters Score -1980070 nChanged 65
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Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 13141 members 
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	Iteration 137Q: 3 clusters Score -1980087 nChanged 76
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Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 13065 members 
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	Iteration 138Q: 3 clusters Score -1980096 nChanged 68
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Mstep: Class 1 contains 10066 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1980109 nChanged 59
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Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1980116.750000 Penalty: 4982.808594
	Iteration 140F: 3 clusters Score -1980117 nChanged 38
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Mstep: Class 1 contains 10159 members 
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	Iteration 141Q: 3 clusters Score -1980118 nChanged 30
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Mstep: Class 1 contains 10187 members 
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	Iteration 142Q: 3 clusters Score -1980118 nChanged 27
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Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 12849 members 
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	Iteration 143Q: 3 clusters Score -1980125 nChanged 37
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Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 12812 members 
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	Iteration 144Q: 3 clusters Score -1980127 nChanged 47
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Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 12765 members 
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	Iteration 145Q: 3 clusters Score -1980130 nChanged 41
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Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 12724 members 
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	Iteration 146Q: 3 clusters Score -1980135 nChanged 40
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Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 12684 members 
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	Iteration 147Q: 3 clusters Score -1980131 nChanged 44
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Mstep: Class 1 contains 10423 members 
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	Iteration 148Q: 3 clusters Score -1980138 nChanged 46
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Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1980143 nChanged 56
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Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 12538 members 
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Score: -1980150.250000 Penalty: 4982.808594
	Iteration 150Q: 3 clusters Score -1980150 nChanged 65
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Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1980154 nChanged 65
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Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1980168 nChanged 66
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Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1980174.375000 Penalty: 4982.808594
	Iteration 153Q: 3 clusters Score -1980174 nChanged 64
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Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1980177 nChanged 59
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Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1980188 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1980189.625000 Penalty: 4982.808594
	Iteration 156Q: 3 clusters Score -1980190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1980199.250000 Penalty: 4982.808594
	Iteration 157Q: 3 clusters Score -1980199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1980204.375000 Penalty: 4982.808594
	Iteration 158Q: 3 clusters Score -1980204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1980214.625000 Penalty: 4982.808594
	Iteration 159Q: 3 clusters Score -1980215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1980207.625000 Penalty: 4982.808594
	Iteration 160F: 3 clusters Score -1980208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1980215.375000 Penalty: 4982.808594
	Iteration 161Q: 3 clusters Score -1980215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1980222.250000 Penalty: 4982.808594
	Iteration 162Q: 3 clusters Score -1980222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1980223.750000 Penalty: 4982.808594
	Iteration 163Q: 3 clusters Score -1980224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1980228.375000 Penalty: 4982.808594
	Iteration 164Q: 3 clusters Score -1980228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1980228.250000 Penalty: 4982.808594
	Iteration 165Q: 3 clusters Score -1980228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1980227.000000 Penalty: 4982.808594
	Iteration 166Q: 3 clusters Score -1980227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1980229.875000 Penalty: 4982.808594
	Iteration 167Q: 3 clusters Score -1980230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1980238.750000 Penalty: 4982.808594
	Iteration 168Q: 3 clusters Score -1980239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1980245.250000 Penalty: 4982.808594
	Iteration 169Q: 3 clusters Score -1980245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1980246.000000 Penalty: 4982.808594
	Iteration 170Q: 3 clusters Score -1980246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1980245.875000 Penalty: 4982.808594
	Iteration 171Q: 3 clusters Score -1980246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1980245.625000 Penalty: 4982.808594
	Iteration 172Q: 3 clusters Score -1980246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1980249.875000 Penalty: 4982.808594
	Iteration 173Q: 3 clusters Score -1980250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1980252.750000 Penalty: 4982.808594
	Iteration 174Q: 3 clusters Score -1980253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1980252.000000 Penalty: 4982.808594
	Iteration 175Q: 3 clusters Score -1980252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1980254.250000 Penalty: 4982.808594
	Iteration 176Q: 3 clusters Score -1980254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1980256.625000 Penalty: 4982.808594
	Iteration 177Q: 3 clusters Score -1980257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1980260.375000 Penalty: 4982.808594
	Iteration 178Q: 3 clusters Score -1980260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1980260.500000 Penalty: 4982.808594
	Iteration 179Q: 3 clusters Score -1980260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1980263.375000 Penalty: 4982.808594
	Iteration 180F: 3 clusters Score -1980263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1980262.750000 Penalty: 4982.808594
	Iteration 181Q: 3 clusters Score -1980263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1980262.750000 Penalty: 4982.808594
	Iteration 182F: 3 clusters Score -1980263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Entering Unmasked Estep 
Score: -998926.750000 Penalty: 2318.717529
	Iteration 0F: 2 clusters Score -998926.8 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 5810 members 
Entering Unmasked Estep 
Score: -990365.375000 Penalty: 4637.435059
	Iteration 0F: 3 clusters Score -990365.4 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -992849.437500 Penalty: 4637.435059
	Iteration 1F: 3 clusters Score -992849.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -993189.250000 Penalty: 4637.435059
	Iteration 2F: 3 clusters Score -993189.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -993471.875000 Penalty: 4637.435059
	Iteration 3F: 3 clusters Score -993471.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -993733.062500 Penalty: 4637.435059
	Iteration 4Q: 3 clusters Score -993733.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -994006.375000 Penalty: 4637.435059
	Iteration 5Q: 3 clusters Score -994006.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -994282.187500 Penalty: 4637.435059
	Iteration 6Q: 3 clusters Score -994282.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -994613.937500 Penalty: 4637.435059
	Iteration 7Q: 3 clusters Score -994613.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -994953.250000 Penalty: 4637.435059
	Iteration 8Q: 3 clusters Score -994953.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -995258.000000 Penalty: 4637.435059
	Iteration 9Q: 3 clusters Score -995258 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -995575.250000 Penalty: 4637.435059
	Iteration 10Q: 3 clusters Score -995575.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -995881.375000 Penalty: 4637.435059
	Iteration 11Q: 3 clusters Score -995881.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -996161.562500 Penalty: 4637.435059
	Iteration 12Q: 3 clusters Score -996161.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -996371.562500 Penalty: 4637.435059
	Iteration 13Q: 3 clusters Score -996371.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -996547.812500 Penalty: 4637.435059
	Iteration 14Q: 3 clusters Score -996547.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -996672.562500 Penalty: 4637.435059
	Iteration 15Q: 3 clusters Score -996672.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -996747.812500 Penalty: 4637.435059
	Iteration 16Q: 3 clusters Score -996747.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -996800.250000 Penalty: 4637.435059
	Iteration 17Q: 3 clusters Score -996800.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -996841.687500 Penalty: 4637.435059
	Iteration 18Q: 3 clusters Score -996841.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -996869.000000 Penalty: 4637.435059
	Iteration 19Q: 3 clusters Score -996869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -996895.437500 Penalty: 4637.435059
	Iteration 20F: 3 clusters Score -996895.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -996913.312500 Penalty: 4637.435059
	Iteration 21Q: 3 clusters Score -996913.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -996929.125000 Penalty: 4637.435059
	Iteration 22Q: 3 clusters Score -996929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -996932.562500 Penalty: 4637.435059
	Iteration 23Q: 3 clusters Score -996932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -996942.500000 Penalty: 4637.435059
	Iteration 24Q: 3 clusters Score -996942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -996952.875000 Penalty: 4637.435059
	Iteration 25Q: 3 clusters Score -996952.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -996964.562500 Penalty: 4637.435059
	Iteration 26Q: 3 clusters Score -996964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -996974.875000 Penalty: 4637.435059
	Iteration 27Q: 3 clusters Score -996974.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -996981.375000 Penalty: 4637.435059
	Iteration 28Q: 3 clusters Score -996981.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -996994.312500 Penalty: 4637.435059
	Iteration 29Q: 3 clusters Score -996994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -997014.500000 Penalty: 4637.435059
	Iteration 30Q: 3 clusters Score -997014.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -997041.187500 Penalty: 4637.435059
	Iteration 31Q: 3 clusters Score -997041.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -997071.000000 Penalty: 4637.435059
	Iteration 32Q: 3 clusters Score -997071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -997093.750000 Penalty: 4637.435059
	Iteration 33Q: 3 clusters Score -997093.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -997111.312500 Penalty: 4637.435059
	Iteration 34Q: 3 clusters Score -997111.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -997124.937500 Penalty: 4637.435059
	Iteration 35Q: 3 clusters Score -997124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -997135.000000 Penalty: 4637.435059
	Iteration 36Q: 3 clusters Score -997135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -997141.312500 Penalty: 4637.435059
	Iteration 37Q: 3 clusters Score -997141.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -997147.875000 Penalty: 4637.435059
	Iteration 38Q: 3 clusters Score -997147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -997155.375000 Penalty: 4637.435059
	Iteration 39Q: 3 clusters Score -997155.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -997164.187500 Penalty: 4637.435059
	Iteration 40F: 3 clusters Score -997164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -997170.125000 Penalty: 4637.435059
	Iteration 41Q: 3 clusters Score -997170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -997173.062500 Penalty: 4637.435059
	Iteration 42Q: 3 clusters Score -997173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -997175.500000 Penalty: 4637.435059
	Iteration 43Q: 3 clusters Score -997175.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -997179.562500 Penalty: 4637.435059
	Iteration 44Q: 3 clusters Score -997179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -997182.500000 Penalty: 4637.435059
	Iteration 45Q: 3 clusters Score -997182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -997187.312500 Penalty: 4637.435059
	Iteration 46Q: 3 clusters Score -997187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -997186.812500 Penalty: 4637.435059
	Iteration 47Q: 3 clusters Score -997186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -997188.500000 Penalty: 4637.435059
	Iteration 48Q: 3 clusters Score -997188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -997188.687500 Penalty: 4637.435059
	Iteration 49Q: 3 clusters Score -997188.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -997188.687500 Penalty: 4637.435059
	Iteration 50F: 3 clusters Score -997188.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Entering Unmasked Estep 
Score: -236558.046875 Penalty: 2017.711426
	Iteration 0F: 2 clusters Score -236558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -233066.187500 Penalty: 4035.422852
	Iteration 0F: 3 clusters Score -233066.2 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -233838.312500 Penalty: 4035.422852
	Iteration 1F: 3 clusters Score -233838.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -234071.687500 Penalty: 4035.422852
	Iteration 2F: 3 clusters Score -234071.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -234240.109375 Penalty: 4035.422852
	Iteration 3F: 3 clusters Score -234240.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -234448.765625 Penalty: 4035.422852
	Iteration 4F: 3 clusters Score -234448.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -234683.406250 Penalty: 4035.422852
	Iteration 5F: 3 clusters Score -234683.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -234929.062500 Penalty: 4035.422852
	Iteration 6F: 3 clusters Score -234929.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -235182.515625 Penalty: 4035.422852
	Iteration 7F: 3 clusters Score -235182.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -235403.312500 Penalty: 4035.422852
	Iteration 8F: 3 clusters Score -235403.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -235559.734375 Penalty: 4035.422852
	Iteration 9Q: 3 clusters Score -235559.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -235680.031250 Penalty: 4035.422852
	Iteration 10Q: 3 clusters Score -235680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -235778.546875 Penalty: 4035.422852
	Iteration 11Q: 3 clusters Score -235778.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -235836.265625 Penalty: 4035.422852
	Iteration 12Q: 3 clusters Score -235836.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -235886.750000 Penalty: 4035.422852
	Iteration 13Q: 3 clusters Score -235886.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -235911.921875 Penalty: 4035.422852
	Iteration 14Q: 3 clusters Score -235911.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -235926.000000 Penalty: 4035.422852
	Iteration 15Q: 3 clusters Score -235926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -235934.109375 Penalty: 4035.422852
	Iteration 16Q: 3 clusters Score -235934.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -235940.656250 Penalty: 4035.422852
	Iteration 17Q: 3 clusters Score -235940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -235943.531250 Penalty: 4035.422852
	Iteration 18Q: 3 clusters Score -235943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -235944.609375 Penalty: 4035.422852
	Iteration 19Q: 3 clusters Score -235944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -235944.937500 Penalty: 4035.422852
	Iteration 20F: 3 clusters Score -235944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -235945.718750 Penalty: 4035.422852
	Iteration 21Q: 3 clusters Score -235945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -235946.750000 Penalty: 4035.422852
	Iteration 22Q: 3 clusters Score -235946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -235947.968750 Penalty: 4035.422852
	Iteration 23Q: 3 clusters Score -235948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -235948.578125 Penalty: 4035.422852
	Iteration 24Q: 3 clusters Score -235948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -235949.500000 Penalty: 4035.422852
	Iteration 25Q: 3 clusters Score -235949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -235949.875000 Penalty: 4035.422852
	Iteration 26Q: 3 clusters Score -235949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -235950.468750 Penalty: 4035.422852
	Iteration 27Q: 3 clusters Score -235950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -235951.031250 Penalty: 4035.422852
	Iteration 28Q: 3 clusters Score -235951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -235952.093750 Penalty: 4035.422852
	Iteration 29Q: 3 clusters Score -235952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -235952.046875 Penalty: 4035.422852
	Iteration 30Q: 3 clusters Score -235952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -235952.046875 Penalty: 4035.422852
	Iteration 31F: 3 clusters Score -235952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -479025.562500 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -479025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -474223.156250 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -474223.2 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -475361.562500 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -475361.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -475585.125000 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -475585.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -475716.375000 Penalty: 4269.088867
	Iteration 3Q: 3 clusters Score -475716.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -475806.843750 Penalty: 4269.088867
	Iteration 4Q: 3 clusters Score -475806.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -475858.781250 Penalty: 4269.088867
	Iteration 5Q: 3 clusters Score -475858.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -475895.156250 Penalty: 4269.088867
	Iteration 6Q: 3 clusters Score -475895.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -475928.750000 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -475928.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -475962.781250 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -475962.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -475995.062500 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -475995.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -476023.968750 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -476024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -476049.250000 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -476049.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -476068.406250 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -476068.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -476090.937500 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -476090.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -476113.718750 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -476113.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -476135.656250 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -476135.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -476154.187500 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -476154.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -476180.406250 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -476180.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -476210.093750 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -476210.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -476245.437500 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -476245.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -476288.031250 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -476288 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -476341.000000 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -476341 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -476401.906250 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -476401.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -476458.687500 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -476458.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -476522.062500 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -476522.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -476587.062500 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -476587.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -476656.250000 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -476656.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -476719.031250 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -476719 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -476784.187500 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -476784.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -476844.218750 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -476844.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -476892.218750 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -476892.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -476949.062500 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -476949.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -476987.062500 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -476987.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -477024.593750 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -477024.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -477059.968750 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -477060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -477088.375000 Penalty: 4269.088867
	Iteration 35Q: 3 clusters Score -477088.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -477110.812500 Penalty: 4269.088867
	Iteration 36Q: 3 clusters Score -477110.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -477122.937500 Penalty: 4269.088867
	Iteration 37Q: 3 clusters Score -477122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -477130.843750 Penalty: 4269.088867
	Iteration 38Q: 3 clusters Score -477130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -477140.500000 Penalty: 4269.088867
	Iteration 39Q: 3 clusters Score -477140.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -477154.375000 Penalty: 4269.088867
	Iteration 40F: 3 clusters Score -477154.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -477167.343750 Penalty: 4269.088867
	Iteration 41Q: 3 clusters Score -477167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -477182.937500 Penalty: 4269.088867
	Iteration 42Q: 3 clusters Score -477182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -477185.468750 Penalty: 4269.088867
	Iteration 43Q: 3 clusters Score -477185.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -477185.468750 Penalty: 4269.088867
	Iteration 44F: 3 clusters Score -477185.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 123700 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 10986 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 30478 members 
Mstep: Class 19 contains 28949 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 10121 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 23063 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38190548.000000 Penalty: 93856.703125
Iteration 111F: 30 clusters Score -3.819055e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 7572 members 
Mstep: Class 3 contains 123160 members 
Mstep: Class 4 contains 6055 members 
Mstep: Class 5 contains 8392 members 
Mstep: Class 6 contains 23105 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 17012 members 
Mstep: Class 13 contains 9657 members 
Mstep: Class 14 contains 8933 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17374 members 
Mstep: Class 18 contains 30390 members 
Mstep: Class 19 contains 29352 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 10202 members 
Mstep: Class 22 contains 12222 members 
Mstep: Class 23 contains 8796 members 
Mstep: Class 24 contains 22982 members 
Mstep: Class 25 contains 11492 members 
Mstep: Class 26 contains 3417 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 12253 members 
Mstep: Class 29 contains 8628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38191480.000000 Penalty: 93856.703125
Iteration 112Q: 30 clusters Score -3.819148e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 122442 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 8392 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 10984 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 12476 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 17026 members 
Mstep: Class 13 contains 9648 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 3738 members 
Mstep: Class 16 contains 5954 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 30292 members 
Mstep: Class 19 contains 29874 members 
Mstep: Class 20 contains 12760 members 
Mstep: Class 21 contains 10248 members 
Mstep: Class 22 contains 12222 members 
Mstep: Class 23 contains 8801 members 
Mstep: Class 24 contains 22950 members 
Mstep: Class 25 contains 11491 members 
Mstep: Class 26 contains 3420 members 
Mstep: Class 27 contains 5456 members 
Mstep: Class 28 contains 12401 members 
Mstep: Class 29 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38192244.000000 Penalty: 93856.703125
Iteration 113Q: 30 clusters Score -3.819224e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 121732 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 8395 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 10974 members 
Mstep: Class 8 contains 9346 members 
Mstep: Class 9 contains 12640 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 17025 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 8931 members 
Mstep: Class 15 contains 3739 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 17360 members 
Mstep: Class 18 contains 30222 members 
Mstep: Class 19 contains 30350 members 
Mstep: Class 20 contains 12763 members 
Mstep: Class 21 contains 10266 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 8812 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 11488 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 12524 members 
Mstep: Class 29 contains 8704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38192664.000000 Penalty: 93856.703125
Iteration 114Q: 30 clusters Score -3.819266e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 120959 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 23066 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 9350 members 
Mstep: Class 9 contains 12779 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 17006 members 
Mstep: Class 13 contains 9639 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 5957 members 
Mstep: Class 17 contains 17354 members 
Mstep: Class 18 contains 30188 members 
Mstep: Class 19 contains 30881 members 
Mstep: Class 20 contains 12762 members 
Mstep: Class 21 contains 10272 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 8814 members 
Mstep: Class 24 contains 22934 members 
Mstep: Class 25 contains 11491 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 12638 members 
Mstep: Class 29 contains 8717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38192920.000000 Penalty: 93856.703125
Iteration 115Q: 30 clusters Score -3.819292e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 120178 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10963 members 
Mstep: Class 8 contains 9347 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 16991 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 14 contains 8972 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 5957 members 
Mstep: Class 17 contains 17353 members 
Mstep: Class 18 contains 30181 members 
Mstep: Class 19 contains 31441 members 
Mstep: Class 20 contains 12766 members 
Mstep: Class 21 contains 10277 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 8818 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 11493 members 
Mstep: Class 26 contains 3457 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 12715 members 
Mstep: Class 29 contains 8724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38193436.000000 Penalty: 93856.703125
Iteration 116Q: 30 clusters Score -3.819344e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 119375 members 
Mstep: Class 4 contains 5956 members 
Mstep: Class 5 contains 8402 members 
Mstep: Class 6 contains 23061 members 
Mstep: Class 7 contains 10964 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 13023 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 16969 members 
Mstep: Class 13 contains 9635 members 
Mstep: Class 14 contains 8986 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 5958 members 
Mstep: Class 17 contains 17353 members 
Mstep: Class 18 contains 30196 members 
Mstep: Class 19 contains 32041 members 
Mstep: Class 20 contains 12772 members 
Mstep: Class 21 contains 10276 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 8819 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 11493 members 
Mstep: Class 26 contains 3468 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 8731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38193728.000000 Penalty: 93856.703125
Iteration 117Q: 30 clusters Score -3.819373e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 118633 members 
Mstep: Class 4 contains 5947 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 23060 members 
Mstep: Class 7 contains 10962 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 13127 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 16937 members 
Mstep: Class 13 contains 9633 members 
Mstep: Class 14 contains 8993 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 5958 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 30239 members 
Mstep: Class 19 contains 32599 members 
Mstep: Class 20 contains 12774 members 
Mstep: Class 21 contains 10276 members 
Mstep: Class 22 contains 12224 members 
Mstep: Class 23 contains 8817 members 
Mstep: Class 24 contains 22936 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 3481 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 12829 members 
Mstep: Class 29 contains 8734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38193784.000000 Penalty: 93856.703125
Iteration 118Q: 30 clusters Score -3.819378e+07 nChanged 1291
Entering ConstructFrom: 
Score: -38193784.000000 Penalty: 93856.703125
Entering ConstructFrom: 
Trying to split cluster 1 (23707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Entering Unmasked Estep 
Score: -2046852.875000 Penalty: 2498.234375
	Iteration 0F: 2 clusters Score -2046853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2030401.875000 Penalty: 4996.468750
	Iteration 0F: 3 clusters Score -2030402 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2036321.875000 Penalty: 4996.468750
	Iteration 1F: 3 clusters Score -2036322 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2036933.750000 Penalty: 4996.468750
	Iteration 2F: 3 clusters Score -2036934 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2037594.375000 Penalty: 4996.468750
	Iteration 3F: 3 clusters Score -2037594 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2038326.250000 Penalty: 4996.468750
	Iteration 4F: 3 clusters Score -2038326 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2039125.000000 Penalty: 4996.468750
	Iteration 5F: 3 clusters Score -2039125 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2039859.500000 Penalty: 4996.468750
	Iteration 6F: 3 clusters Score -2039860 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2040550.250000 Penalty: 4996.468750
	Iteration 7F: 3 clusters Score -2040550 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2041168.875000 Penalty: 4996.468750
	Iteration 8Q: 3 clusters Score -2041169 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2041697.000000 Penalty: 4996.468750
	Iteration 9Q: 3 clusters Score -2041697 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2042171.125000 Penalty: 4996.468750
	Iteration 10Q: 3 clusters Score -2042171 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2042584.250000 Penalty: 4996.468750
	Iteration 11Q: 3 clusters Score -2042584 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2042960.750000 Penalty: 4996.468750
	Iteration 12Q: 3 clusters Score -2042961 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2043293.250000 Penalty: 4996.468750
	Iteration 13Q: 3 clusters Score -2043293 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2043576.875000 Penalty: 4996.468750
	Iteration 14Q: 3 clusters Score -2043577 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2043799.875000 Penalty: 4996.468750
	Iteration 15Q: 3 clusters Score -2043800 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2043994.750000 Penalty: 4996.468750
	Iteration 16Q: 3 clusters Score -2043995 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2044142.625000 Penalty: 4996.468750
	Iteration 17Q: 3 clusters Score -2044143 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2044287.500000 Penalty: 4996.468750
	Iteration 18Q: 3 clusters Score -2044288 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2044399.250000 Penalty: 4996.468750
	Iteration 19Q: 3 clusters Score -2044399 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2044474.375000 Penalty: 4996.468750
	Iteration 20F: 3 clusters Score -2044474 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2044528.375000 Penalty: 4996.468750
	Iteration 21Q: 3 clusters Score -2044528 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2044575.875000 Penalty: 4996.468750
	Iteration 22Q: 3 clusters Score -2044576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2044610.500000 Penalty: 4996.468750
	Iteration 23Q: 3 clusters Score -2044610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2044635.875000 Penalty: 4996.468750
	Iteration 24Q: 3 clusters Score -2044636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2044670.625000 Penalty: 4996.468750
	Iteration 25Q: 3 clusters Score -2044671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2044704.125000 Penalty: 4996.468750
	Iteration 26Q: 3 clusters Score -2044704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2044730.125000 Penalty: 4996.468750
	Iteration 27Q: 3 clusters Score -2044730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2044766.875000 Penalty: 4996.468750
	Iteration 28Q: 3 clusters Score -2044767 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2044801.000000 Penalty: 4996.468750
	Iteration 29Q: 3 clusters Score -2044801 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2044829.000000 Penalty: 4996.468750
	Iteration 30Q: 3 clusters Score -2044829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2044861.125000 Penalty: 4996.468750
	Iteration 31Q: 3 clusters Score -2044861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2044880.875000 Penalty: 4996.468750
	Iteration 32Q: 3 clusters Score -2044881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2044907.000000 Penalty: 4996.468750
	Iteration 33Q: 3 clusters Score -2044907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2044931.875000 Penalty: 4996.468750
	Iteration 34Q: 3 clusters Score -2044932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -2044947.750000 Penalty: 4996.468750
	Iteration 35Q: 3 clusters Score -2044948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2044975.000000 Penalty: 4996.468750
	Iteration 36Q: 3 clusters Score -2044975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2045004.500000 Penalty: 4996.468750
	Iteration 37Q: 3 clusters Score -2045004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2045021.500000 Penalty: 4996.468750
	Iteration 38Q: 3 clusters Score -2045022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2045044.750000 Penalty: 4996.468750
	Iteration 39Q: 3 clusters Score -2045045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2045071.125000 Penalty: 4996.468750
	Iteration 40F: 3 clusters Score -2045071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2045085.625000 Penalty: 4996.468750
	Iteration 41Q: 3 clusters Score -2045086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2045101.375000 Penalty: 4996.468750
	Iteration 42Q: 3 clusters Score -2045101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2045111.500000 Penalty: 4996.468750
	Iteration 43Q: 3 clusters Score -2045112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2045128.250000 Penalty: 4996.468750
	Iteration 44Q: 3 clusters Score -2045128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2045135.375000 Penalty: 4996.468750
	Iteration 45Q: 3 clusters Score -2045135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2045140.625000 Penalty: 4996.468750
	Iteration 46Q: 3 clusters Score -2045141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -2045146.750000 Penalty: 4996.468750
	Iteration 47Q: 3 clusters Score -2045147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2045150.500000 Penalty: 4996.468750
	Iteration 48Q: 3 clusters Score -2045150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2045154.250000 Penalty: 4996.468750
	Iteration 49Q: 3 clusters Score -2045154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2045159.625000 Penalty: 4996.468750
	Iteration 50Q: 3 clusters Score -2045160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2045162.000000 Penalty: 4996.468750
	Iteration 51Q: 3 clusters Score -2045162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2045170.625000 Penalty: 4996.468750
	Iteration 52Q: 3 clusters Score -2045171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2045170.625000 Penalty: 4996.468750
	Iteration 53Q: 3 clusters Score -2045171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2045172.125000 Penalty: 4996.468750
	Iteration 54Q: 3 clusters Score -2045172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2045171.750000 Penalty: 4996.468750
	Iteration 55Q: 3 clusters Score -2045172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2045171.750000 Penalty: 4996.468750
	Iteration 56F: 3 clusters Score -2045172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Entering Unmasked Estep 
Score: -667472.375000 Penalty: 2215.254395
	Iteration 0F: 2 clusters Score -667472.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -661299.125000 Penalty: 4430.508789
	Iteration 0F: 3 clusters Score -661299.1 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -662968.437500 Penalty: 4430.508789
	Iteration 1F: 3 clusters Score -662968.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -663262.812500 Penalty: 4430.508789
	Iteration 2F: 3 clusters Score -663262.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -663462.000000 Penalty: 4430.508789
	Iteration 3F: 3 clusters Score -663462 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -663612.375000 Penalty: 4430.508789
	Iteration 4Q: 3 clusters Score -663612.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -663732.687500 Penalty: 4430.508789
	Iteration 5Q: 3 clusters Score -663732.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -663848.000000 Penalty: 4430.508789
	Iteration 6Q: 3 clusters Score -663848 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -663964.312500 Penalty: 4430.508789
	Iteration 7Q: 3 clusters Score -663964.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -664085.125000 Penalty: 4430.508789
	Iteration 8Q: 3 clusters Score -664085.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -664209.187500 Penalty: 4430.508789
	Iteration 9Q: 3 clusters Score -664209.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -664329.375000 Penalty: 4430.508789
	Iteration 10Q: 3 clusters Score -664329.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -664435.625000 Penalty: 4430.508789
	Iteration 11Q: 3 clusters Score -664435.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -664539.187500 Penalty: 4430.508789
	Iteration 12Q: 3 clusters Score -664539.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -664629.625000 Penalty: 4430.508789
	Iteration 13Q: 3 clusters Score -664629.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -664704.250000 Penalty: 4430.508789
	Iteration 14Q: 3 clusters Score -664704.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -664777.375000 Penalty: 4430.508789
	Iteration 15Q: 3 clusters Score -664777.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -664826.687500 Penalty: 4430.508789
	Iteration 16Q: 3 clusters Score -664826.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -664868.500000 Penalty: 4430.508789
	Iteration 17Q: 3 clusters Score -664868.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -664906.625000 Penalty: 4430.508789
	Iteration 18Q: 3 clusters Score -664906.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -664936.875000 Penalty: 4430.508789
	Iteration 19Q: 3 clusters Score -664936.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -664965.625000 Penalty: 4430.508789
	Iteration 20F: 3 clusters Score -664965.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -664995.125000 Penalty: 4430.508789
	Iteration 21Q: 3 clusters Score -664995.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -665033.812500 Penalty: 4430.508789
	Iteration 22Q: 3 clusters Score -665033.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -665069.500000 Penalty: 4430.508789
	Iteration 23Q: 3 clusters Score -665069.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -665099.312500 Penalty: 4430.508789
	Iteration 24Q: 3 clusters Score -665099.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -665124.375000 Penalty: 4430.508789
	Iteration 25Q: 3 clusters Score -665124.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -665147.625000 Penalty: 4430.508789
	Iteration 26Q: 3 clusters Score -665147.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -665170.562500 Penalty: 4430.508789
	Iteration 27Q: 3 clusters Score -665170.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -665194.750000 Penalty: 4430.508789
	Iteration 28Q: 3 clusters Score -665194.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -665213.875000 Penalty: 4430.508789
	Iteration 29Q: 3 clusters Score -665213.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -665229.312500 Penalty: 4430.508789
	Iteration 30Q: 3 clusters Score -665229.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -665247.937500 Penalty: 4430.508789
	Iteration 31Q: 3 clusters Score -665247.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -665267.375000 Penalty: 4430.508789
	Iteration 32Q: 3 clusters Score -665267.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -665285.250000 Penalty: 4430.508789
	Iteration 33Q: 3 clusters Score -665285.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -665300.375000 Penalty: 4430.508789
	Iteration 34Q: 3 clusters Score -665300.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -665317.250000 Penalty: 4430.508789
	Iteration 35Q: 3 clusters Score -665317.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -665336.562500 Penalty: 4430.508789
	Iteration 36Q: 3 clusters Score -665336.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -665355.812500 Penalty: 4430.508789
	Iteration 37Q: 3 clusters Score -665355.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -665374.562500 Penalty: 4430.508789
	Iteration 38Q: 3 clusters Score -665374.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -665388.687500 Penalty: 4430.508789
	Iteration 39Q: 3 clusters Score -665388.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -665404.000000 Penalty: 4430.508789
	Iteration 40F: 3 clusters Score -665404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -665415.562500 Penalty: 4430.508789
	Iteration 41Q: 3 clusters Score -665415.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -665427.062500 Penalty: 4430.508789
	Iteration 42Q: 3 clusters Score -665427.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -665437.625000 Penalty: 4430.508789
	Iteration 43Q: 3 clusters Score -665437.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -665440.875000 Penalty: 4430.508789
	Iteration 44Q: 3 clusters Score -665440.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -665449.062500 Penalty: 4430.508789
	Iteration 45Q: 3 clusters Score -665449.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -665455.375000 Penalty: 4430.508789
	Iteration 46Q: 3 clusters Score -665455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -665457.812500 Penalty: 4430.508789
	Iteration 47Q: 3 clusters Score -665457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -665465.187500 Penalty: 4430.508789
	Iteration 48Q: 3 clusters Score -665465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -665477.875000 Penalty: 4430.508789
	Iteration 49Q: 3 clusters Score -665477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -665483.812500 Penalty: 4430.508789
	Iteration 50Q: 3 clusters Score -665483.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -665494.000000 Penalty: 4430.508789
	Iteration 51Q: 3 clusters Score -665494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -665503.125000 Penalty: 4430.508789
	Iteration 52Q: 3 clusters Score -665503.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -665507.125000 Penalty: 4430.508789
	Iteration 53Q: 3 clusters Score -665507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -665513.750000 Penalty: 4430.508789
	Iteration 54Q: 3 clusters Score -665513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -665517.625000 Penalty: 4430.508789
	Iteration 55Q: 3 clusters Score -665517.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -665519.250000 Penalty: 4430.508789
	Iteration 56Q: 3 clusters Score -665519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -665519.687500 Penalty: 4430.508789
	Iteration 57Q: 3 clusters Score -665519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -665521.062500 Penalty: 4430.508789
	Iteration 58Q: 3 clusters Score -665521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -665521.312500 Penalty: 4430.508789
	Iteration 59Q: 3 clusters Score -665521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -665521.312500 Penalty: 4430.508789
	Iteration 60F: 3 clusters Score -665521.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (117852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117852 members 
Entering Unmasked Estep 
Score: -10127273.000000 Penalty: 2895.941895
	Iteration 0F: 2 clusters Score -1.012727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -10048489.000000 Penalty: 5791.883789
	Iteration 0F: 3 clusters Score -1.004849e+07 nChanged 56119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -10080966.000000 Penalty: 5791.883789
	Iteration 1F: 3 clusters Score -1.008097e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -10082250.000000 Penalty: 5791.883789
	Iteration 2Q: 3 clusters Score -1.008225e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -10083857.000000 Penalty: 5791.883789
	Iteration 3Q: 3 clusters Score -1.008386e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 66890 members 
Entering Unmasked Estep 
Score: -10086155.000000 Penalty: 5791.883789
	Iteration 4Q: 3 clusters Score -1.008616e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -10089332.000000 Penalty: 5791.883789
	Iteration 5Q: 3 clusters Score -1.008933e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -10093786.000000 Penalty: 5791.883789
	Iteration 6F: 3 clusters Score -1.009379e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -10099309.000000 Penalty: 5791.883789
	Iteration 7F: 3 clusters Score -1.009931e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -10105824.000000 Penalty: 5791.883789
	Iteration 8F: 3 clusters Score -1.010582e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -10112074.000000 Penalty: 5791.883789
	Iteration 9F: 3 clusters Score -1.011207e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -10117327.000000 Penalty: 5791.883789
	Iteration 10F: 3 clusters Score -1.011733e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -10121267.000000 Penalty: 5791.883789
	Iteration 11Q: 3 clusters Score -1.012127e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -10123812.000000 Penalty: 5791.883789
	Iteration 12Q: 3 clusters Score -1.012381e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 105374 members 
Entering Unmasked Estep 
Score: -10125453.000000 Penalty: 5791.883789
	Iteration 13Q: 3 clusters Score -1.012545e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 107266 members 
Entering Unmasked Estep 
Score: -10126469.000000 Penalty: 5791.883789
	Iteration 14Q: 3 clusters Score -1.012647e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -10127162.000000 Penalty: 5791.883789
	Iteration 15Q: 3 clusters Score -1.012716e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -10127649.000000 Penalty: 5791.883789
	Iteration 16Q: 3 clusters Score -1.012765e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -10128020.000000 Penalty: 5791.883789
	Iteration 17Q: 3 clusters Score -1.012802e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -10128269.000000 Penalty: 5791.883789
	Iteration 18Q: 3 clusters Score -1.012827e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -10128437.000000 Penalty: 5791.883789
	Iteration 19Q: 3 clusters Score -1.012844e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 111705 members 
Entering Unmasked Estep 
Score: -10128530.000000 Penalty: 5791.883789
	Iteration 20F: 3 clusters Score -1.012853e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 111923 members 
Entering Unmasked Estep 
Score: -10128655.000000 Penalty: 5791.883789
	Iteration 21Q: 3 clusters Score -1.012866e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 112086 members 
Entering Unmasked Estep 
Score: -10128740.000000 Penalty: 5791.883789
	Iteration 22Q: 3 clusters Score -1.012874e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 112209 members 
Entering Unmasked Estep 
Score: -10128821.000000 Penalty: 5791.883789
	Iteration 23Q: 3 clusters Score -1.012882e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 112299 members 
Entering Unmasked Estep 
Score: -10128848.000000 Penalty: 5791.883789
	Iteration 24Q: 3 clusters Score -1.012885e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 112354 members 
Entering Unmasked Estep 
Score: -10128889.000000 Penalty: 5791.883789
	Iteration 25Q: 3 clusters Score -1.012889e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -10128922.000000 Penalty: 5791.883789
	Iteration 26Q: 3 clusters Score -1.012892e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 112452 members 
Entering Unmasked Estep 
Score: -10128944.000000 Penalty: 5791.883789
	Iteration 27Q: 3 clusters Score -1.012894e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 112483 members 
Entering Unmasked Estep 
Score: -10128969.000000 Penalty: 5791.883789
	Iteration 28Q: 3 clusters Score -1.012897e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 112510 members 
Entering Unmasked Estep 
Score: -10129014.000000 Penalty: 5791.883789
	Iteration 29Q: 3 clusters Score -1.012901e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 112532 members 
Entering Unmasked Estep 
Score: -10129046.000000 Penalty: 5791.883789
	Iteration 30Q: 3 clusters Score -1.012905e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 112554 members 
Entering Unmasked Estep 
Score: -10129056.000000 Penalty: 5791.883789
	Iteration 31Q: 3 clusters Score -1.012906e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 112569 members 
Entering Unmasked Estep 
Score: -10129077.000000 Penalty: 5791.883789
	Iteration 32Q: 3 clusters Score -1.012908e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 112590 members 
Entering Unmasked Estep 
Score: -10129092.000000 Penalty: 5791.883789
	Iteration 33Q: 3 clusters Score -1.012909e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -10129093.000000 Penalty: 5791.883789
	Iteration 34Q: 3 clusters Score -1.012909e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -10129113.000000 Penalty: 5791.883789
	Iteration 35Q: 3 clusters Score -1.012911e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -10129105.000000 Penalty: 5791.883789
	Iteration 36Q: 3 clusters Score -1.01291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 112642 members 
Entering Unmasked Estep 
Score: -10129100.000000 Penalty: 5791.883789
	Iteration 37Q: 3 clusters Score -1.01291e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 112642 members 
Entering Unmasked Estep 
Score: -10129119.000000 Penalty: 5791.883789
	Iteration 38Q: 3 clusters Score -1.012912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 112642 members 
Entering Unmasked Estep 
Score: -10129106.000000 Penalty: 5791.883789
	Iteration 39Q: 3 clusters Score -1.012911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 112642 members 
Entering Unmasked Estep 
Score: -10129125.000000 Penalty: 5791.883789
	Iteration 40F: 3 clusters Score -1.012912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 112636 members 
Entering Unmasked Estep 
Score: -10129126.000000 Penalty: 5791.883789
	Iteration 41Q: 3 clusters Score -1.012913e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 112630 members 
Entering Unmasked Estep 
Score: -10129136.000000 Penalty: 5791.883789
	Iteration 42Q: 3 clusters Score -1.012914e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 112627 members 
Entering Unmasked Estep 
Score: -10129135.000000 Penalty: 5791.883789
	Iteration 43Q: 3 clusters Score -1.012914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 112627 members 
Entering Unmasked Estep 
Score: -10129128.000000 Penalty: 5791.883789
	Iteration 44Q: 3 clusters Score -1.012913e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -10129145.000000 Penalty: 5791.883789
	Iteration 45Q: 3 clusters Score -1.012914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 112630 members 
Entering Unmasked Estep 
Score: -10129148.000000 Penalty: 5791.883789
	Iteration 46Q: 3 clusters Score -1.012915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -10129138.000000 Penalty: 5791.883789
	Iteration 47Q: 3 clusters Score -1.012914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 112625 members 
Entering Unmasked Estep 
Score: -10129144.000000 Penalty: 5791.883789
	Iteration 48Q: 3 clusters Score -1.012914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 112623 members 
Entering Unmasked Estep 
Score: -10129135.000000 Penalty: 5791.883789
	Iteration 49Q: 3 clusters Score -1.012914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 112620 members 
Entering Unmasked Estep 
Score: -10129144.000000 Penalty: 5791.883789
	Iteration 50Q: 3 clusters Score -1.012914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 112618 members 
Entering Unmasked Estep 
Score: -10129146.000000 Penalty: 5791.883789
	Iteration 51Q: 3 clusters Score -1.012915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -10129139.000000 Penalty: 5791.883789
	Iteration 52Q: 3 clusters Score -1.012914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -10129140.000000 Penalty: 5791.883789
	Iteration 53Q: 3 clusters Score -1.012914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -10129139.000000 Penalty: 5791.883789
	Iteration 54Q: 3 clusters Score -1.012914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 112614 members 
Entering Unmasked Estep 
Score: -10129140.000000 Penalty: 5791.883789
	Iteration 55Q: 3 clusters Score -1.012914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 112614 members 
Entering Unmasked Estep 
Score: -10129130.000000 Penalty: 5791.883789
	Iteration 56Q: 3 clusters Score -1.012913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 112617 members 
Entering Unmasked Estep 
Score: -10129136.000000 Penalty: 5791.883789
	Iteration 57Q: 3 clusters Score -1.012914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -10129127.000000 Penalty: 5791.883789
	Iteration 58Q: 3 clusters Score -1.012913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -10129129.000000 Penalty: 5791.883789
	Iteration 59Q: 3 clusters Score -1.012913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -10129129.000000 Penalty: 5791.883789
	Iteration 60F: 3 clusters Score -1.012913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 5233 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 8406 members 
Mstep: Class 6 contains 23060 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 16905 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 5958 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 33181 members 
Mstep: Class 20 contains 12777 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 12224 members 
Mstep: Class 23 contains 8814 members 
Mstep: Class 24 contains 22942 members 
Mstep: Class 25 contains 11494 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 12879 members 
Mstep: Class 29 contains 8737 members 
Mstep: Class 30 contains 112619 members 
Entering Unmasked Estep 
Score: -38195412.000000 Penalty: 97093.140625
Splitting cluster 3 changes total score from -38193784.000000 to -38195412.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 4 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -453474.406250 Penalty: 2154.945312
	Iteration 0F: 2 clusters Score -453474.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -448323.937500 Penalty: 4309.890625
	Iteration 0F: 3 clusters Score -448323.9 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -449677.812500 Penalty: 4309.890625
	Iteration 1F: 3 clusters Score -449677.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -449921.656250 Penalty: 4309.890625
	Iteration 2F: 3 clusters Score -449921.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -450087.687500 Penalty: 4309.890625
	Iteration 3Q: 3 clusters Score -450087.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -450209.687500 Penalty: 4309.890625
	Iteration 4Q: 3 clusters Score -450209.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -450367.687500 Penalty: 4309.890625
	Iteration 5Q: 3 clusters Score -450367.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -450511.281250 Penalty: 4309.890625
	Iteration 6Q: 3 clusters Score -450511.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -450646.750000 Penalty: 4309.890625
	Iteration 7Q: 3 clusters Score -450646.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -450775.343750 Penalty: 4309.890625
	Iteration 8Q: 3 clusters Score -450775.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -450882.750000 Penalty: 4309.890625
	Iteration 9Q: 3 clusters Score -450882.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -450975.125000 Penalty: 4309.890625
	Iteration 10Q: 3 clusters Score -450975.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -451050.531250 Penalty: 4309.890625
	Iteration 11Q: 3 clusters Score -451050.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -451102.843750 Penalty: 4309.890625
	Iteration 12Q: 3 clusters Score -451102.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -451142.437500 Penalty: 4309.890625
	Iteration 13Q: 3 clusters Score -451142.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -451174.593750 Penalty: 4309.890625
	Iteration 14Q: 3 clusters Score -451174.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -451205.718750 Penalty: 4309.890625
	Iteration 15Q: 3 clusters Score -451205.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -451241.875000 Penalty: 4309.890625
	Iteration 16Q: 3 clusters Score -451241.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -451272.875000 Penalty: 4309.890625
	Iteration 17Q: 3 clusters Score -451272.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -451294.781250 Penalty: 4309.890625
	Iteration 18Q: 3 clusters Score -451294.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -451312.968750 Penalty: 4309.890625
	Iteration 19Q: 3 clusters Score -451313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -451331.093750 Penalty: 4309.890625
	Iteration 20F: 3 clusters Score -451331.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -451351.437500 Penalty: 4309.890625
	Iteration 21Q: 3 clusters Score -451351.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -451376.218750 Penalty: 4309.890625
	Iteration 22Q: 3 clusters Score -451376.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -451396.656250 Penalty: 4309.890625
	Iteration 23Q: 3 clusters Score -451396.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -451411.687500 Penalty: 4309.890625
	Iteration 24Q: 3 clusters Score -451411.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -451425.281250 Penalty: 4309.890625
	Iteration 25Q: 3 clusters Score -451425.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -451435.093750 Penalty: 4309.890625
	Iteration 26Q: 3 clusters Score -451435.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -451442.656250 Penalty: 4309.890625
	Iteration 27Q: 3 clusters Score -451442.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -451449.125000 Penalty: 4309.890625
	Iteration 28Q: 3 clusters Score -451449.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -451457.750000 Penalty: 4309.890625
	Iteration 29Q: 3 clusters Score -451457.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451468.468750 Penalty: 4309.890625
	Iteration 30Q: 3 clusters Score -451468.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -451474.812500 Penalty: 4309.890625
	Iteration 31Q: 3 clusters Score -451474.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -451487.343750 Penalty: 4309.890625
	Iteration 32Q: 3 clusters Score -451487.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -451495.937500 Penalty: 4309.890625
	Iteration 33Q: 3 clusters Score -451495.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -451513.187500 Penalty: 4309.890625
	Iteration 34Q: 3 clusters Score -451513.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -451535.031250 Penalty: 4309.890625
	Iteration 35Q: 3 clusters Score -451535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -451566.875000 Penalty: 4309.890625
	Iteration 36Q: 3 clusters Score -451566.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -451621.375000 Penalty: 4309.890625
	Iteration 37Q: 3 clusters Score -451621.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -451681.187500 Penalty: 4309.890625
	Iteration 38Q: 3 clusters Score -451681.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -451753.281250 Penalty: 4309.890625
	Iteration 39Q: 3 clusters Score -451753.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -451810.500000 Penalty: 4309.890625
	Iteration 40F: 3 clusters Score -451810.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -451861.843750 Penalty: 4309.890625
	Iteration 41Q: 3 clusters Score -451861.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -451904.937500 Penalty: 4309.890625
	Iteration 42Q: 3 clusters Score -451904.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -451931.906250 Penalty: 4309.890625
	Iteration 43Q: 3 clusters Score -451931.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -451952.750000 Penalty: 4309.890625
	Iteration 44Q: 3 clusters Score -451952.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -451972.718750 Penalty: 4309.890625
	Iteration 45Q: 3 clusters Score -451972.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -451991.281250 Penalty: 4309.890625
	Iteration 46Q: 3 clusters Score -451991.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -452010.812500 Penalty: 4309.890625
	Iteration 47Q: 3 clusters Score -452010.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -452039.062500 Penalty: 4309.890625
	Iteration 48Q: 3 clusters Score -452039.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -452068.562500 Penalty: 4309.890625
	Iteration 49Q: 3 clusters Score -452068.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -452098.156250 Penalty: 4309.890625
	Iteration 50Q: 3 clusters Score -452098.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -452122.656250 Penalty: 4309.890625
	Iteration 51Q: 3 clusters Score -452122.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -452149.750000 Penalty: 4309.890625
	Iteration 52Q: 3 clusters Score -452149.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -452184.687500 Penalty: 4309.890625
	Iteration 53Q: 3 clusters Score -452184.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -452216.812500 Penalty: 4309.890625
	Iteration 54Q: 3 clusters Score -452216.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -452261.593750 Penalty: 4309.890625
	Iteration 55Q: 3 clusters Score -452261.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -452308.437500 Penalty: 4309.890625
	Iteration 56Q: 3 clusters Score -452308.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -452364.187500 Penalty: 4309.890625
	Iteration 57Q: 3 clusters Score -452364.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -452431.031250 Penalty: 4309.890625
	Iteration 58Q: 3 clusters Score -452431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -452495.218750 Penalty: 4309.890625
	Iteration 59Q: 3 clusters Score -452495.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -452551.906250 Penalty: 4309.890625
	Iteration 60F: 3 clusters Score -452551.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -452598.156250 Penalty: 4309.890625
	Iteration 61Q: 3 clusters Score -452598.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -452647.156250 Penalty: 4309.890625
	Iteration 62Q: 3 clusters Score -452647.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -452690.843750 Penalty: 4309.890625
	Iteration 63Q: 3 clusters Score -452690.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -452721.718750 Penalty: 4309.890625
	Iteration 64Q: 3 clusters Score -452721.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -452745.156250 Penalty: 4309.890625
	Iteration 65Q: 3 clusters Score -452745.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -452757.750000 Penalty: 4309.890625
	Iteration 66Q: 3 clusters Score -452757.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -452764.000000 Penalty: 4309.890625
	Iteration 67Q: 3 clusters Score -452764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -452769.187500 Penalty: 4309.890625
	Iteration 68Q: 3 clusters Score -452769.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -452773.562500 Penalty: 4309.890625
	Iteration 69Q: 3 clusters Score -452773.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -452778.250000 Penalty: 4309.890625
	Iteration 70Q: 3 clusters Score -452778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -452782.562500 Penalty: 4309.890625
	Iteration 71Q: 3 clusters Score -452782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -452785.625000 Penalty: 4309.890625
	Iteration 72Q: 3 clusters Score -452785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -452787.843750 Penalty: 4309.890625
	Iteration 73Q: 3 clusters Score -452787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -452789.406250 Penalty: 4309.890625
	Iteration 74Q: 3 clusters Score -452789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -452791.687500 Penalty: 4309.890625
	Iteration 75Q: 3 clusters Score -452791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -452793.000000 Penalty: 4309.890625
	Iteration 76Q: 3 clusters Score -452793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -452793.906250 Penalty: 4309.890625
	Iteration 77Q: 3 clusters Score -452793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -452793.437500 Penalty: 4309.890625
	Iteration 78Q: 3 clusters Score -452793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -452793.437500 Penalty: 4309.890625
	Iteration 79F: 3 clusters Score -452793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Entering Unmasked Estep 
Score: -723005.562500 Penalty: 2241.101807
	Iteration 0F: 2 clusters Score -723005.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -716333.125000 Penalty: 4482.203613
	Iteration 0F: 3 clusters Score -716333.1 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -718239.062500 Penalty: 4482.203613
	Iteration 1F: 3 clusters Score -718239.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -718593.937500 Penalty: 4482.203613
	Iteration 2F: 3 clusters Score -718593.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -718889.687500 Penalty: 4482.203613
	Iteration 3F: 3 clusters Score -718889.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -719221.812500 Penalty: 4482.203613
	Iteration 4F: 3 clusters Score -719221.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -719600.375000 Penalty: 4482.203613
	Iteration 5F: 3 clusters Score -719600.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -720025.812500 Penalty: 4482.203613
	Iteration 6F: 3 clusters Score -720025.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -720410.812500 Penalty: 4482.203613
	Iteration 7F: 3 clusters Score -720410.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -720742.750000 Penalty: 4482.203613
	Iteration 8F: 3 clusters Score -720742.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -720991.562500 Penalty: 4482.203613
	Iteration 9Q: 3 clusters Score -720991.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -721171.875000 Penalty: 4482.203613
	Iteration 10Q: 3 clusters Score -721171.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -721288.812500 Penalty: 4482.203613
	Iteration 11Q: 3 clusters Score -721288.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -721359.375000 Penalty: 4482.203613
	Iteration 12Q: 3 clusters Score -721359.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -721398.750000 Penalty: 4482.203613
	Iteration 13Q: 3 clusters Score -721398.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -721429.250000 Penalty: 4482.203613
	Iteration 14Q: 3 clusters Score -721429.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -721456.375000 Penalty: 4482.203613
	Iteration 15Q: 3 clusters Score -721456.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -721479.312500 Penalty: 4482.203613
	Iteration 16Q: 3 clusters Score -721479.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -721489.312500 Penalty: 4482.203613
	Iteration 17Q: 3 clusters Score -721489.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -721494.187500 Penalty: 4482.203613
	Iteration 18Q: 3 clusters Score -721494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -721496.000000 Penalty: 4482.203613
	Iteration 19Q: 3 clusters Score -721496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -721497.875000 Penalty: 4482.203613
	Iteration 20F: 3 clusters Score -721497.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -721498.937500 Penalty: 4482.203613
	Iteration 21Q: 3 clusters Score -721498.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -721503.125000 Penalty: 4482.203613
	Iteration 22Q: 3 clusters Score -721503.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -721506.500000 Penalty: 4482.203613
	Iteration 23Q: 3 clusters Score -721506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -721508.625000 Penalty: 4482.203613
	Iteration 24Q: 3 clusters Score -721508.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -721511.625000 Penalty: 4482.203613
	Iteration 25Q: 3 clusters Score -721511.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -721512.125000 Penalty: 4482.203613
	Iteration 26Q: 3 clusters Score -721512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -721515.312500 Penalty: 4482.203613
	Iteration 27Q: 3 clusters Score -721515.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -721515.437500 Penalty: 4482.203613
	Iteration 28Q: 3 clusters Score -721515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -721516.437500 Penalty: 4482.203613
	Iteration 29Q: 3 clusters Score -721516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -721518.000000 Penalty: 4482.203613
	Iteration 30Q: 3 clusters Score -721518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -721518.187500 Penalty: 4482.203613
	Iteration 31Q: 3 clusters Score -721518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -721518.687500 Penalty: 4482.203613
	Iteration 32Q: 3 clusters Score -721518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -721519.125000 Penalty: 4482.203613
	Iteration 33Q: 3 clusters Score -721519.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -721520.875000 Penalty: 4482.203613
	Iteration 34Q: 3 clusters Score -721520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -721523.812500 Penalty: 4482.203613
	Iteration 35Q: 3 clusters Score -721523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -721526.312500 Penalty: 4482.203613
	Iteration 36Q: 3 clusters Score -721526.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -721529.562500 Penalty: 4482.203613
	Iteration 37Q: 3 clusters Score -721529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -721531.250000 Penalty: 4482.203613
	Iteration 38Q: 3 clusters Score -721531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -721531.125000 Penalty: 4482.203613
	Iteration 39Q: 3 clusters Score -721531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -721531.125000 Penalty: 4482.203613
	Iteration 40F: 3 clusters Score -721531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -721532.562500 Penalty: 4482.203613
	Iteration 41Q: 3 clusters Score -721532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -721532.562500 Penalty: 4482.203613
	Iteration 42F: 3 clusters Score -721532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Entering Unmasked Estep 
Score: -2008756.250000 Penalty: 2491.371826
	Iteration 0F: 2 clusters Score -2008756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1992688.000000 Penalty: 4982.743652
	Iteration 0F: 3 clusters Score -1992688 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1998292.750000 Penalty: 4982.743652
	Iteration 1F: 3 clusters Score -1998293 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1998738.000000 Penalty: 4982.743652
	Iteration 2F: 3 clusters Score -1998738 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1999139.375000 Penalty: 4982.743652
	Iteration 3Q: 3 clusters Score -1999139 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1999527.250000 Penalty: 4982.743652
	Iteration 4Q: 3 clusters Score -1999527 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1999894.750000 Penalty: 4982.743652
	Iteration 5Q: 3 clusters Score -1999895 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2000309.375000 Penalty: 4982.743652
	Iteration 6Q: 3 clusters Score -2000309 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2000782.000000 Penalty: 4982.743652
	Iteration 7Q: 3 clusters Score -2000782 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2001356.375000 Penalty: 4982.743652
	Iteration 8Q: 3 clusters Score -2001356 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2002007.875000 Penalty: 4982.743652
	Iteration 9Q: 3 clusters Score -2002008 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2002681.375000 Penalty: 4982.743652
	Iteration 10Q: 3 clusters Score -2002681 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2003310.625000 Penalty: 4982.743652
	Iteration 11Q: 3 clusters Score -2003311 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2003875.500000 Penalty: 4982.743652
	Iteration 12Q: 3 clusters Score -2003876 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2004313.500000 Penalty: 4982.743652
	Iteration 13Q: 3 clusters Score -2004314 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2004689.375000 Penalty: 4982.743652
	Iteration 14Q: 3 clusters Score -2004689 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2004999.500000 Penalty: 4982.743652
	Iteration 15Q: 3 clusters Score -2005000 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2005271.125000 Penalty: 4982.743652
	Iteration 16Q: 3 clusters Score -2005271 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2005504.000000 Penalty: 4982.743652
	Iteration 17Q: 3 clusters Score -2005504 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2005692.125000 Penalty: 4982.743652
	Iteration 18Q: 3 clusters Score -2005692 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2005859.750000 Penalty: 4982.743652
	Iteration 19Q: 3 clusters Score -2005860 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2006015.125000 Penalty: 4982.743652
	Iteration 20F: 3 clusters Score -2006015 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2006130.375000 Penalty: 4982.743652
	Iteration 21Q: 3 clusters Score -2006130 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2006215.750000 Penalty: 4982.743652
	Iteration 22Q: 3 clusters Score -2006216 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2006296.875000 Penalty: 4982.743652
	Iteration 23Q: 3 clusters Score -2006297 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2006350.000000 Penalty: 4982.743652
	Iteration 24Q: 3 clusters Score -2006350 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2006413.500000 Penalty: 4982.743652
	Iteration 25Q: 3 clusters Score -2006414 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2006479.375000 Penalty: 4982.743652
	Iteration 26Q: 3 clusters Score -2006479 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2006529.875000 Penalty: 4982.743652
	Iteration 27Q: 3 clusters Score -2006530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2006573.000000 Penalty: 4982.743652
	Iteration 28Q: 3 clusters Score -2006573 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2006604.125000 Penalty: 4982.743652
	Iteration 29Q: 3 clusters Score -2006604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2006646.750000 Penalty: 4982.743652
	Iteration 30Q: 3 clusters Score -2006647 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2006677.375000 Penalty: 4982.743652
	Iteration 31Q: 3 clusters Score -2006677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2006699.125000 Penalty: 4982.743652
	Iteration 32Q: 3 clusters Score -2006699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2006716.375000 Penalty: 4982.743652
	Iteration 33Q: 3 clusters Score -2006716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2006723.250000 Penalty: 4982.743652
	Iteration 34Q: 3 clusters Score -2006723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2006734.625000 Penalty: 4982.743652
	Iteration 35Q: 3 clusters Score -2006735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2006748.875000 Penalty: 4982.743652
	Iteration 36Q: 3 clusters Score -2006749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2006760.250000 Penalty: 4982.743652
	Iteration 37Q: 3 clusters Score -2006760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2006771.625000 Penalty: 4982.743652
	Iteration 38Q: 3 clusters Score -2006772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2006777.250000 Penalty: 4982.743652
	Iteration 39Q: 3 clusters Score -2006777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2006785.500000 Penalty: 4982.743652
	Iteration 40F: 3 clusters Score -2006786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2006790.250000 Penalty: 4982.743652
	Iteration 41Q: 3 clusters Score -2006790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2006798.000000 Penalty: 4982.743652
	Iteration 42Q: 3 clusters Score -2006798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2006805.125000 Penalty: 4982.743652
	Iteration 43Q: 3 clusters Score -2006805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2006805.625000 Penalty: 4982.743652
	Iteration 44Q: 3 clusters Score -2006806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2006808.875000 Penalty: 4982.743652
	Iteration 45Q: 3 clusters Score -2006809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2006813.625000 Penalty: 4982.743652
	Iteration 46Q: 3 clusters Score -2006814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2006817.000000 Penalty: 4982.743652
	Iteration 47Q: 3 clusters Score -2006817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2006817.625000 Penalty: 4982.743652
	Iteration 48Q: 3 clusters Score -2006818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2006819.375000 Penalty: 4982.743652
	Iteration 49Q: 3 clusters Score -2006819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2006823.625000 Penalty: 4982.743652
	Iteration 50Q: 3 clusters Score -2006824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2006823.625000 Penalty: 4982.743652
	Iteration 51F: 3 clusters Score -2006824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Entering Unmasked Estep 
Score: -866950.312500 Penalty: 2306.920654
	Iteration 0F: 2 clusters Score -866950.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -858727.375000 Penalty: 4613.841309
	Iteration 0F: 3 clusters Score -858727.4 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -861240.062500 Penalty: 4613.841309
	Iteration 1F: 3 clusters Score -861240.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -861658.375000 Penalty: 4613.841309
	Iteration 2F: 3 clusters Score -861658.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -862030.375000 Penalty: 4613.841309
	Iteration 3F: 3 clusters Score -862030.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -862459.000000 Penalty: 4613.841309
	Iteration 4F: 3 clusters Score -862459 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -862953.937500 Penalty: 4613.841309
	Iteration 5F: 3 clusters Score -862953.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -863478.000000 Penalty: 4613.841309
	Iteration 6F: 3 clusters Score -863478 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -864035.187500 Penalty: 4613.841309
	Iteration 7F: 3 clusters Score -864035.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -864511.937500 Penalty: 4613.841309
	Iteration 8F: 3 clusters Score -864511.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -864937.750000 Penalty: 4613.841309
	Iteration 9F: 3 clusters Score -864937.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -865255.125000 Penalty: 4613.841309
	Iteration 10Q: 3 clusters Score -865255.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -865478.437500 Penalty: 4613.841309
	Iteration 11Q: 3 clusters Score -865478.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -865652.062500 Penalty: 4613.841309
	Iteration 12Q: 3 clusters Score -865652.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -865756.687500 Penalty: 4613.841309
	Iteration 13Q: 3 clusters Score -865756.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -865818.125000 Penalty: 4613.841309
	Iteration 14Q: 3 clusters Score -865818.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -865861.375000 Penalty: 4613.841309
	Iteration 15Q: 3 clusters Score -865861.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -865901.125000 Penalty: 4613.841309
	Iteration 16Q: 3 clusters Score -865901.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -865939.812500 Penalty: 4613.841309
	Iteration 17Q: 3 clusters Score -865939.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -865975.187500 Penalty: 4613.841309
	Iteration 18Q: 3 clusters Score -865975.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -866004.812500 Penalty: 4613.841309
	Iteration 19Q: 3 clusters Score -866004.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -866022.687500 Penalty: 4613.841309
	Iteration 20F: 3 clusters Score -866022.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -866033.125000 Penalty: 4613.841309
	Iteration 21Q: 3 clusters Score -866033.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -866043.437500 Penalty: 4613.841309
	Iteration 22Q: 3 clusters Score -866043.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -866048.500000 Penalty: 4613.841309
	Iteration 23Q: 3 clusters Score -866048.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -866055.750000 Penalty: 4613.841309
	Iteration 24Q: 3 clusters Score -866055.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -866061.812500 Penalty: 4613.841309
	Iteration 25Q: 3 clusters Score -866061.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -866072.250000 Penalty: 4613.841309
	Iteration 26Q: 3 clusters Score -866072.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -866082.500000 Penalty: 4613.841309
	Iteration 27Q: 3 clusters Score -866082.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -866091.625000 Penalty: 4613.841309
	Iteration 28Q: 3 clusters Score -866091.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -866103.312500 Penalty: 4613.841309
	Iteration 29Q: 3 clusters Score -866103.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -866114.437500 Penalty: 4613.841309
	Iteration 30Q: 3 clusters Score -866114.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -866121.187500 Penalty: 4613.841309
	Iteration 31Q: 3 clusters Score -866121.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -866128.250000 Penalty: 4613.841309
	Iteration 32Q: 3 clusters Score -866128.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -866135.000000 Penalty: 4613.841309
	Iteration 33Q: 3 clusters Score -866135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -866138.750000 Penalty: 4613.841309
	Iteration 34Q: 3 clusters Score -866138.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -866141.812500 Penalty: 4613.841309
	Iteration 35Q: 3 clusters Score -866141.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -866144.937500 Penalty: 4613.841309
	Iteration 36Q: 3 clusters Score -866144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -866150.562500 Penalty: 4613.841309
	Iteration 37Q: 3 clusters Score -866150.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -866152.875000 Penalty: 4613.841309
	Iteration 38Q: 3 clusters Score -866152.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -866155.375000 Penalty: 4613.841309
	Iteration 39Q: 3 clusters Score -866155.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -866157.687500 Penalty: 4613.841309
	Iteration 40F: 3 clusters Score -866157.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -866163.500000 Penalty: 4613.841309
	Iteration 41Q: 3 clusters Score -866163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -866165.250000 Penalty: 4613.841309
	Iteration 42Q: 3 clusters Score -866165.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -866167.187500 Penalty: 4613.841309
	Iteration 43Q: 3 clusters Score -866167.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -866169.875000 Penalty: 4613.841309
	Iteration 44Q: 3 clusters Score -866169.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -866173.875000 Penalty: 4613.841309
	Iteration 45Q: 3 clusters Score -866173.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -866174.687500 Penalty: 4613.841309
	Iteration 46Q: 3 clusters Score -866174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -866176.000000 Penalty: 4613.841309
	Iteration 47Q: 3 clusters Score -866176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -866178.375000 Penalty: 4613.841309
	Iteration 48Q: 3 clusters Score -866178.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -866181.125000 Penalty: 4613.841309
	Iteration 49Q: 3 clusters Score -866181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -866183.000000 Penalty: 4613.841309
	Iteration 50Q: 3 clusters Score -866183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -866183.250000 Penalty: 4613.841309
	Iteration 51Q: 3 clusters Score -866183.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -866185.750000 Penalty: 4613.841309
	Iteration 52Q: 3 clusters Score -866185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -866184.687500 Penalty: 4613.841309
	Iteration 53Q: 3 clusters Score -866184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -866186.187500 Penalty: 4613.841309
	Iteration 54Q: 3 clusters Score -866186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -866188.250000 Penalty: 4613.841309
	Iteration 55Q: 3 clusters Score -866188.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -866193.687500 Penalty: 4613.841309
	Iteration 56Q: 3 clusters Score -866193.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -866195.812500 Penalty: 4613.841309
	Iteration 57Q: 3 clusters Score -866195.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -866198.062500 Penalty: 4613.841309
	Iteration 58Q: 3 clusters Score -866198.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -866201.875000 Penalty: 4613.841309
	Iteration 59Q: 3 clusters Score -866201.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -866206.125000 Penalty: 4613.841309
	Iteration 60F: 3 clusters Score -866206.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -866210.437500 Penalty: 4613.841309
	Iteration 61Q: 3 clusters Score -866210.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -866219.312500 Penalty: 4613.841309
	Iteration 62Q: 3 clusters Score -866219.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -866223.062500 Penalty: 4613.841309
	Iteration 63Q: 3 clusters Score -866223.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -866232.375000 Penalty: 4613.841309
	Iteration 64Q: 3 clusters Score -866232.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -866236.500000 Penalty: 4613.841309
	Iteration 65Q: 3 clusters Score -866236.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -866237.750000 Penalty: 4613.841309
	Iteration 66Q: 3 clusters Score -866237.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -866241.000000 Penalty: 4613.841309
	Iteration 67Q: 3 clusters Score -866241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -866246.250000 Penalty: 4613.841309
	Iteration 68Q: 3 clusters Score -866246.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -866253.812500 Penalty: 4613.841309
	Iteration 69Q: 3 clusters Score -866253.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -866268.375000 Penalty: 4613.841309
	Iteration 70Q: 3 clusters Score -866268.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -866274.937500 Penalty: 4613.841309
	Iteration 71Q: 3 clusters Score -866274.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -866278.250000 Penalty: 4613.841309
	Iteration 72Q: 3 clusters Score -866278.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -866287.562500 Penalty: 4613.841309
	Iteration 73Q: 3 clusters Score -866287.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -866293.937500 Penalty: 4613.841309
	Iteration 74Q: 3 clusters Score -866293.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -866306.250000 Penalty: 4613.841309
	Iteration 75Q: 3 clusters Score -866306.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -866316.750000 Penalty: 4613.841309
	Iteration 76Q: 3 clusters Score -866316.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -866331.750000 Penalty: 4613.841309
	Iteration 77Q: 3 clusters Score -866331.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -866347.437500 Penalty: 4613.841309
	Iteration 78Q: 3 clusters Score -866347.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -866371.312500 Penalty: 4613.841309
	Iteration 79Q: 3 clusters Score -866371.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -866403.125000 Penalty: 4613.841309
	Iteration 80F: 3 clusters Score -866403.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -866427.625000 Penalty: 4613.841309
	Iteration 81Q: 3 clusters Score -866427.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -866461.125000 Penalty: 4613.841309
	Iteration 82Q: 3 clusters Score -866461.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -866486.562500 Penalty: 4613.841309
	Iteration 83Q: 3 clusters Score -866486.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -866518.062500 Penalty: 4613.841309
	Iteration 84Q: 3 clusters Score -866518.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -866536.500000 Penalty: 4613.841309
	Iteration 85Q: 3 clusters Score -866536.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -866554.250000 Penalty: 4613.841309
	Iteration 86Q: 3 clusters Score -866554.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -866566.437500 Penalty: 4613.841309
	Iteration 87Q: 3 clusters Score -866566.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -866579.000000 Penalty: 4613.841309
	Iteration 88Q: 3 clusters Score -866579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -866589.937500 Penalty: 4613.841309
	Iteration 89Q: 3 clusters Score -866589.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -866600.312500 Penalty: 4613.841309
	Iteration 90Q: 3 clusters Score -866600.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -866612.500000 Penalty: 4613.841309
	Iteration 91Q: 3 clusters Score -866612.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -866625.000000 Penalty: 4613.841309
	Iteration 92Q: 3 clusters Score -866625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -866630.750000 Penalty: 4613.841309
	Iteration 93Q: 3 clusters Score -866630.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -866637.812500 Penalty: 4613.841309
	Iteration 94Q: 3 clusters Score -866637.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -866645.437500 Penalty: 4613.841309
	Iteration 95Q: 3 clusters Score -866645.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -866647.187500 Penalty: 4613.841309
	Iteration 96Q: 3 clusters Score -866647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -866653.125000 Penalty: 4613.841309
	Iteration 97Q: 3 clusters Score -866653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -866653.312500 Penalty: 4613.841309
	Iteration 98Q: 3 clusters Score -866653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -866653.375000 Penalty: 4613.841309
	Iteration 99Q: 3 clusters Score -866653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -866653.250000 Penalty: 4613.841309
	Iteration 100F: 3 clusters Score -866653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -866655.750000 Penalty: 4613.841309
	Iteration 101Q: 3 clusters Score -866655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -866655.750000 Penalty: 4613.841309
	Iteration 102F: 3 clusters Score -866655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Entering Unmasked Estep 
Score: -809019.687500 Penalty: 2267.231201
	Iteration 0F: 2 clusters Score -809019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -801791.062500 Penalty: 4534.462402
	Iteration 0F: 3 clusters Score -801791.1 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -803937.750000 Penalty: 4534.462402
	Iteration 1F: 3 clusters Score -803937.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -804218.000000 Penalty: 4534.462402
	Iteration 2F: 3 clusters Score -804218 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -804421.437500 Penalty: 4534.462402
	Iteration 3Q: 3 clusters Score -804421.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -804573.187500 Penalty: 4534.462402
	Iteration 4Q: 3 clusters Score -804573.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -804701.250000 Penalty: 4534.462402
	Iteration 5Q: 3 clusters Score -804701.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -804836.062500 Penalty: 4534.462402
	Iteration 6Q: 3 clusters Score -804836.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -804994.125000 Penalty: 4534.462402
	Iteration 7Q: 3 clusters Score -804994.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -805148.625000 Penalty: 4534.462402
	Iteration 8Q: 3 clusters Score -805148.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -805302.812500 Penalty: 4534.462402
	Iteration 9Q: 3 clusters Score -805302.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -805460.750000 Penalty: 4534.462402
	Iteration 10Q: 3 clusters Score -805460.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -805607.750000 Penalty: 4534.462402
	Iteration 11Q: 3 clusters Score -805607.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -805752.812500 Penalty: 4534.462402
	Iteration 12Q: 3 clusters Score -805752.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -805891.062500 Penalty: 4534.462402
	Iteration 13Q: 3 clusters Score -805891.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -806030.187500 Penalty: 4534.462402
	Iteration 14Q: 3 clusters Score -806030.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -806177.687500 Penalty: 4534.462402
	Iteration 15Q: 3 clusters Score -806177.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -806302.875000 Penalty: 4534.462402
	Iteration 16Q: 3 clusters Score -806302.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -806427.375000 Penalty: 4534.462402
	Iteration 17Q: 3 clusters Score -806427.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -806538.187500 Penalty: 4534.462402
	Iteration 18Q: 3 clusters Score -806538.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -806622.125000 Penalty: 4534.462402
	Iteration 19Q: 3 clusters Score -806622.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -806687.500000 Penalty: 4534.462402
	Iteration 20F: 3 clusters Score -806687.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -806731.750000 Penalty: 4534.462402
	Iteration 21Q: 3 clusters Score -806731.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -806759.500000 Penalty: 4534.462402
	Iteration 22Q: 3 clusters Score -806759.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -806769.500000 Penalty: 4534.462402
	Iteration 23Q: 3 clusters Score -806769.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -806784.625000 Penalty: 4534.462402
	Iteration 24Q: 3 clusters Score -806784.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -806792.000000 Penalty: 4534.462402
	Iteration 25Q: 3 clusters Score -806792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -806797.500000 Penalty: 4534.462402
	Iteration 26Q: 3 clusters Score -806797.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -806802.562500 Penalty: 4534.462402
	Iteration 27Q: 3 clusters Score -806802.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -806804.875000 Penalty: 4534.462402
	Iteration 28Q: 3 clusters Score -806804.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -806807.562500 Penalty: 4534.462402
	Iteration 29Q: 3 clusters Score -806807.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -806811.437500 Penalty: 4534.462402
	Iteration 30Q: 3 clusters Score -806811.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -806814.812500 Penalty: 4534.462402
	Iteration 31Q: 3 clusters Score -806814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -806817.000000 Penalty: 4534.462402
	Iteration 32Q: 3 clusters Score -806817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -806819.250000 Penalty: 4534.462402
	Iteration 33Q: 3 clusters Score -806819.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -806821.187500 Penalty: 4534.462402
	Iteration 34Q: 3 clusters Score -806821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -806821.187500 Penalty: 4534.462402
	Iteration 35Q: 3 clusters Score -806821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -806821.625000 Penalty: 4534.462402
	Iteration 36Q: 3 clusters Score -806821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -806824.625000 Penalty: 4534.462402
	Iteration 37Q: 3 clusters Score -806824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -806824.625000 Penalty: 4534.462402
	Iteration 38Q: 3 clusters Score -806824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -806829.062500 Penalty: 4534.462402
	Iteration 39Q: 3 clusters Score -806829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -806830.750000 Penalty: 4534.462402
	Iteration 40F: 3 clusters Score -806830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -806830.250000 Penalty: 4534.462402
	Iteration 41Q: 3 clusters Score -806830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -806831.375000 Penalty: 4534.462402
	Iteration 42Q: 3 clusters Score -806831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -806832.187500 Penalty: 4534.462402
	Iteration 43Q: 3 clusters Score -806832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -806832.187500 Penalty: 4534.462402
	Iteration 44F: 3 clusters Score -806832.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Entering Unmasked Estep 
Score: -1077004.250000 Penalty: 2353.486328
	Iteration 0F: 2 clusters Score -1077004 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 6618 members 
Entering Unmasked Estep 
Score: -1067308.500000 Penalty: 4706.972656
	Iteration 0F: 3 clusters Score -1067308 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1070702.625000 Penalty: 4706.972656
	Iteration 1F: 3 clusters Score -1070703 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1071679.500000 Penalty: 4706.972656
	Iteration 2F: 3 clusters Score -1071680 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1072784.375000 Penalty: 4706.972656
	Iteration 3F: 3 clusters Score -1072784 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1073846.125000 Penalty: 4706.972656
	Iteration 4F: 3 clusters Score -1073846 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1074657.875000 Penalty: 4706.972656
	Iteration 5F: 3 clusters Score -1074658 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1075092.250000 Penalty: 4706.972656
	Iteration 6F: 3 clusters Score -1075092 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1075317.875000 Penalty: 4706.972656
	Iteration 7Q: 3 clusters Score -1075318 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1075447.750000 Penalty: 4706.972656
	Iteration 8Q: 3 clusters Score -1075448 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1075528.625000 Penalty: 4706.972656
	Iteration 9Q: 3 clusters Score -1075529 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1075575.125000 Penalty: 4706.972656
	Iteration 10Q: 3 clusters Score -1075575 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1075603.000000 Penalty: 4706.972656
	Iteration 11Q: 3 clusters Score -1075603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1075624.000000 Penalty: 4706.972656
	Iteration 12Q: 3 clusters Score -1075624 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1075640.125000 Penalty: 4706.972656
	Iteration 13Q: 3 clusters Score -1075640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1075661.125000 Penalty: 4706.972656
	Iteration 14Q: 3 clusters Score -1075661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1075677.250000 Penalty: 4706.972656
	Iteration 15Q: 3 clusters Score -1075677 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1075699.875000 Penalty: 4706.972656
	Iteration 16Q: 3 clusters Score -1075700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1075715.250000 Penalty: 4706.972656
	Iteration 17Q: 3 clusters Score -1075715 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1075729.875000 Penalty: 4706.972656
	Iteration 18Q: 3 clusters Score -1075730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1075746.375000 Penalty: 4706.972656
	Iteration 19Q: 3 clusters Score -1075746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1075764.625000 Penalty: 4706.972656
	Iteration 20F: 3 clusters Score -1075765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1075781.250000 Penalty: 4706.972656
	Iteration 21Q: 3 clusters Score -1075781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1075791.375000 Penalty: 4706.972656
	Iteration 22Q: 3 clusters Score -1075791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1075802.375000 Penalty: 4706.972656
	Iteration 23Q: 3 clusters Score -1075802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1075816.250000 Penalty: 4706.972656
	Iteration 24Q: 3 clusters Score -1075816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1075826.125000 Penalty: 4706.972656
	Iteration 25Q: 3 clusters Score -1075826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1075833.750000 Penalty: 4706.972656
	Iteration 26Q: 3 clusters Score -1075834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1075848.000000 Penalty: 4706.972656
	Iteration 27Q: 3 clusters Score -1075848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1075853.250000 Penalty: 4706.972656
	Iteration 28Q: 3 clusters Score -1075853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1075863.000000 Penalty: 4706.972656
	Iteration 29Q: 3 clusters Score -1075863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1075869.875000 Penalty: 4706.972656
	Iteration 30Q: 3 clusters Score -1075870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1075873.500000 Penalty: 4706.972656
	Iteration 31Q: 3 clusters Score -1075874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1075881.625000 Penalty: 4706.972656
	Iteration 32Q: 3 clusters Score -1075882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1075891.875000 Penalty: 4706.972656
	Iteration 33Q: 3 clusters Score -1075892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1075903.000000 Penalty: 4706.972656
	Iteration 34Q: 3 clusters Score -1075903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1075911.125000 Penalty: 4706.972656
	Iteration 35Q: 3 clusters Score -1075911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1075924.375000 Penalty: 4706.972656
	Iteration 36Q: 3 clusters Score -1075924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1075933.750000 Penalty: 4706.972656
	Iteration 37Q: 3 clusters Score -1075934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1075952.500000 Penalty: 4706.972656
	Iteration 38Q: 3 clusters Score -1075952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1075962.625000 Penalty: 4706.972656
	Iteration 39Q: 3 clusters Score -1075963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1075976.500000 Penalty: 4706.972656
	Iteration 40F: 3 clusters Score -1075976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1075983.375000 Penalty: 4706.972656
	Iteration 41Q: 3 clusters Score -1075983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1075991.875000 Penalty: 4706.972656
	Iteration 42Q: 3 clusters Score -1075992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1075999.000000 Penalty: 4706.972656
	Iteration 43Q: 3 clusters Score -1075999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1076008.625000 Penalty: 4706.972656
	Iteration 44Q: 3 clusters Score -1076009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1076017.000000 Penalty: 4706.972656
	Iteration 45Q: 3 clusters Score -1076017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1076021.625000 Penalty: 4706.972656
	Iteration 46Q: 3 clusters Score -1076022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1076022.500000 Penalty: 4706.972656
	Iteration 47Q: 3 clusters Score -1076022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1076023.500000 Penalty: 4706.972656
	Iteration 48Q: 3 clusters Score -1076024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1076026.250000 Penalty: 4706.972656
	Iteration 49Q: 3 clusters Score -1076026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1076028.125000 Penalty: 4706.972656
	Iteration 50Q: 3 clusters Score -1076028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1076028.250000 Penalty: 4706.972656
	Iteration 51Q: 3 clusters Score -1076028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1076032.000000 Penalty: 4706.972656
	Iteration 52Q: 3 clusters Score -1076032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1076036.750000 Penalty: 4706.972656
	Iteration 53Q: 3 clusters Score -1076037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1076035.375000 Penalty: 4706.972656
	Iteration 54Q: 3 clusters Score -1076035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1076038.375000 Penalty: 4706.972656
	Iteration 55Q: 3 clusters Score -1076038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1076040.625000 Penalty: 4706.972656
	Iteration 56Q: 3 clusters Score -1076041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1076040.500000 Penalty: 4706.972656
	Iteration 57Q: 3 clusters Score -1076040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1076042.625000 Penalty: 4706.972656
	Iteration 58Q: 3 clusters Score -1076043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1076043.750000 Penalty: 4706.972656
	Iteration 59Q: 3 clusters Score -1076044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1076041.875000 Penalty: 4706.972656
	Iteration 60F: 3 clusters Score -1076042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1076041.750000 Penalty: 4706.972656
	Iteration 61Q: 3 clusters Score -1076042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1076041.500000 Penalty: 4706.972656
	Iteration 62Q: 3 clusters Score -1076042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1076042.625000 Penalty: 4706.972656
	Iteration 63Q: 3 clusters Score -1076043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1076044.875000 Penalty: 4706.972656
	Iteration 64Q: 3 clusters Score -1076045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1076044.750000 Penalty: 4706.972656
	Iteration 65Q: 3 clusters Score -1076045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1076045.125000 Penalty: 4706.972656
	Iteration 66Q: 3 clusters Score -1076045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1076046.875000 Penalty: 4706.972656
	Iteration 67Q: 3 clusters Score -1076047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1076046.625000 Penalty: 4706.972656
	Iteration 68Q: 3 clusters Score -1076047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1076049.125000 Penalty: 4706.972656
	Iteration 69Q: 3 clusters Score -1076049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1076049.375000 Penalty: 4706.972656
	Iteration 70Q: 3 clusters Score -1076049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1076049.375000 Penalty: 4706.972656
	Iteration 71Q: 3 clusters Score -1076049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1076047.875000 Penalty: 4706.972656
	Iteration 72Q: 3 clusters Score -1076048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1076047.875000 Penalty: 4706.972656
	Iteration 73F: 3 clusters Score -1076048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -468885.750000 Penalty: 2128.253906
	Iteration 0F: 2 clusters Score -468885.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -464151.500000 Penalty: 4256.507812
	Iteration 0F: 3 clusters Score -464151.5 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -465283.156250 Penalty: 4256.507812
	Iteration 1F: 3 clusters Score -465283.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -465510.875000 Penalty: 4256.507812
	Iteration 2F: 3 clusters Score -465510.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -465645.531250 Penalty: 4256.507812
	Iteration 3Q: 3 clusters Score -465645.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -465732.531250 Penalty: 4256.507812
	Iteration 4Q: 3 clusters Score -465732.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -465799.562500 Penalty: 4256.507812
	Iteration 5Q: 3 clusters Score -465799.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -465852.968750 Penalty: 4256.507812
	Iteration 6Q: 3 clusters Score -465853 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -465897.687500 Penalty: 4256.507812
	Iteration 7Q: 3 clusters Score -465897.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -465922.250000 Penalty: 4256.507812
	Iteration 8Q: 3 clusters Score -465922.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -465942.093750 Penalty: 4256.507812
	Iteration 9Q: 3 clusters Score -465942.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -465960.468750 Penalty: 4256.507812
	Iteration 10Q: 3 clusters Score -465960.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -465977.093750 Penalty: 4256.507812
	Iteration 11Q: 3 clusters Score -465977.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -465988.656250 Penalty: 4256.507812
	Iteration 12Q: 3 clusters Score -465988.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -466000.125000 Penalty: 4256.507812
	Iteration 13Q: 3 clusters Score -466000.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -466008.312500 Penalty: 4256.507812
	Iteration 14Q: 3 clusters Score -466008.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -466014.375000 Penalty: 4256.507812
	Iteration 15Q: 3 clusters Score -466014.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -466022.250000 Penalty: 4256.507812
	Iteration 16Q: 3 clusters Score -466022.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -466030.125000 Penalty: 4256.507812
	Iteration 17Q: 3 clusters Score -466030.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -466035.156250 Penalty: 4256.507812
	Iteration 18Q: 3 clusters Score -466035.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -466038.343750 Penalty: 4256.507812
	Iteration 19Q: 3 clusters Score -466038.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -466041.718750 Penalty: 4256.507812
	Iteration 20F: 3 clusters Score -466041.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -466046.593750 Penalty: 4256.507812
	Iteration 21Q: 3 clusters Score -466046.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -466051.500000 Penalty: 4256.507812
	Iteration 22Q: 3 clusters Score -466051.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -466058.656250 Penalty: 4256.507812
	Iteration 23Q: 3 clusters Score -466058.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -466061.906250 Penalty: 4256.507812
	Iteration 24Q: 3 clusters Score -466061.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -466066.375000 Penalty: 4256.507812
	Iteration 25Q: 3 clusters Score -466066.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -466069.843750 Penalty: 4256.507812
	Iteration 26Q: 3 clusters Score -466069.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -466072.000000 Penalty: 4256.507812
	Iteration 27Q: 3 clusters Score -466072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -466073.906250 Penalty: 4256.507812
	Iteration 28Q: 3 clusters Score -466073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -466074.500000 Penalty: 4256.507812
	Iteration 29Q: 3 clusters Score -466074.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -466076.562500 Penalty: 4256.507812
	Iteration 30Q: 3 clusters Score -466076.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -466078.187500 Penalty: 4256.507812
	Iteration 31Q: 3 clusters Score -466078.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -466080.156250 Penalty: 4256.507812
	Iteration 32Q: 3 clusters Score -466080.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -466082.468750 Penalty: 4256.507812
	Iteration 33Q: 3 clusters Score -466082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -466085.562500 Penalty: 4256.507812
	Iteration 34Q: 3 clusters Score -466085.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -466088.593750 Penalty: 4256.507812
	Iteration 35Q: 3 clusters Score -466088.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -466091.687500 Penalty: 4256.507812
	Iteration 36Q: 3 clusters Score -466091.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -466095.437500 Penalty: 4256.507812
	Iteration 37Q: 3 clusters Score -466095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -466097.812500 Penalty: 4256.507812
	Iteration 38Q: 3 clusters Score -466097.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -466101.875000 Penalty: 4256.507812
	Iteration 39Q: 3 clusters Score -466101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -466102.937500 Penalty: 4256.507812
	Iteration 40F: 3 clusters Score -466102.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -466105.468750 Penalty: 4256.507812
	Iteration 41Q: 3 clusters Score -466105.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -466108.718750 Penalty: 4256.507812
	Iteration 42Q: 3 clusters Score -466108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -466111.875000 Penalty: 4256.507812
	Iteration 43Q: 3 clusters Score -466111.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -466114.218750 Penalty: 4256.507812
	Iteration 44Q: 3 clusters Score -466114.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -466115.531250 Penalty: 4256.507812
	Iteration 45Q: 3 clusters Score -466115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -466117.718750 Penalty: 4256.507812
	Iteration 46Q: 3 clusters Score -466117.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -466120.937500 Penalty: 4256.507812
	Iteration 47Q: 3 clusters Score -466120.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -466126.656250 Penalty: 4256.507812
	Iteration 48Q: 3 clusters Score -466126.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -466130.687500 Penalty: 4256.507812
	Iteration 49Q: 3 clusters Score -466130.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -466134.281250 Penalty: 4256.507812
	Iteration 50Q: 3 clusters Score -466134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -466135.250000 Penalty: 4256.507812
	Iteration 51Q: 3 clusters Score -466135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -466137.125000 Penalty: 4256.507812
	Iteration 52Q: 3 clusters Score -466137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -466137.343750 Penalty: 4256.507812
	Iteration 53Q: 3 clusters Score -466137.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -466137.343750 Penalty: 4256.507812
	Iteration 54F: 3 clusters Score -466137.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -403445.937500 Penalty: 2090.775391
	Iteration 0F: 2 clusters Score -403445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -399168.156250 Penalty: 4181.550781
	Iteration 0F: 3 clusters Score -399168.2 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -400124.656250 Penalty: 4181.550781
	Iteration 1F: 3 clusters Score -400124.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -400286.968750 Penalty: 4181.550781
	Iteration 2F: 3 clusters Score -400287 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -400396.593750 Penalty: 4181.550781
	Iteration 3Q: 3 clusters Score -400396.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -400479.781250 Penalty: 4181.550781
	Iteration 4Q: 3 clusters Score -400479.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -400553.937500 Penalty: 4181.550781
	Iteration 5Q: 3 clusters Score -400553.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -400627.218750 Penalty: 4181.550781
	Iteration 6Q: 3 clusters Score -400627.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -400706.906250 Penalty: 4181.550781
	Iteration 7Q: 3 clusters Score -400706.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -400782.343750 Penalty: 4181.550781
	Iteration 8Q: 3 clusters Score -400782.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -400865.437500 Penalty: 4181.550781
	Iteration 9Q: 3 clusters Score -400865.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -400947.500000 Penalty: 4181.550781
	Iteration 10Q: 3 clusters Score -400947.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -401007.937500 Penalty: 4181.550781
	Iteration 11Q: 3 clusters Score -401007.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -401067.718750 Penalty: 4181.550781
	Iteration 12Q: 3 clusters Score -401067.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -401127.500000 Penalty: 4181.550781
	Iteration 13Q: 3 clusters Score -401127.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -401180.968750 Penalty: 4181.550781
	Iteration 14Q: 3 clusters Score -401181 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -401220.312500 Penalty: 4181.550781
	Iteration 15Q: 3 clusters Score -401220.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -401255.625000 Penalty: 4181.550781
	Iteration 16Q: 3 clusters Score -401255.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -401297.937500 Penalty: 4181.550781
	Iteration 17Q: 3 clusters Score -401297.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -401342.562500 Penalty: 4181.550781
	Iteration 18Q: 3 clusters Score -401342.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -401370.875000 Penalty: 4181.550781
	Iteration 19Q: 3 clusters Score -401370.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -401391.718750 Penalty: 4181.550781
	Iteration 20F: 3 clusters Score -401391.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -401411.531250 Penalty: 4181.550781
	Iteration 21Q: 3 clusters Score -401411.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -401434.343750 Penalty: 4181.550781
	Iteration 22Q: 3 clusters Score -401434.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -401464.031250 Penalty: 4181.550781
	Iteration 23Q: 3 clusters Score -401464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -401488.156250 Penalty: 4181.550781
	Iteration 24Q: 3 clusters Score -401488.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -401507.875000 Penalty: 4181.550781
	Iteration 25Q: 3 clusters Score -401507.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -401527.968750 Penalty: 4181.550781
	Iteration 26Q: 3 clusters Score -401528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -401543.781250 Penalty: 4181.550781
	Iteration 27Q: 3 clusters Score -401543.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -401552.781250 Penalty: 4181.550781
	Iteration 28Q: 3 clusters Score -401552.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -401560.625000 Penalty: 4181.550781
	Iteration 29Q: 3 clusters Score -401560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -401565.500000 Penalty: 4181.550781
	Iteration 30Q: 3 clusters Score -401565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -401569.375000 Penalty: 4181.550781
	Iteration 31Q: 3 clusters Score -401569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -401571.000000 Penalty: 4181.550781
	Iteration 32Q: 3 clusters Score -401571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -401572.281250 Penalty: 4181.550781
	Iteration 33Q: 3 clusters Score -401572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -401576.656250 Penalty: 4181.550781
	Iteration 34Q: 3 clusters Score -401576.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -401581.593750 Penalty: 4181.550781
	Iteration 35Q: 3 clusters Score -401581.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -401587.187500 Penalty: 4181.550781
	Iteration 36Q: 3 clusters Score -401587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -401593.187500 Penalty: 4181.550781
	Iteration 37Q: 3 clusters Score -401593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -401597.812500 Penalty: 4181.550781
	Iteration 38Q: 3 clusters Score -401597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -401600.156250 Penalty: 4181.550781
	Iteration 39Q: 3 clusters Score -401600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -401601.000000 Penalty: 4181.550781
	Iteration 40F: 3 clusters Score -401601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Entering Unmasked Estep 
Score: -1443944.125000 Penalty: 2414.370605
	Iteration 0F: 2 clusters Score -1443944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1431923.250000 Penalty: 4828.741211
	Iteration 0F: 3 clusters Score -1431923 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1435828.125000 Penalty: 4828.741211
	Iteration 1F: 3 clusters Score -1435828 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1436303.375000 Penalty: 4828.741211
	Iteration 2F: 3 clusters Score -1436303 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1436802.625000 Penalty: 4828.741211
	Iteration 3F: 3 clusters Score -1436803 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1437421.750000 Penalty: 4828.741211
	Iteration 4F: 3 clusters Score -1437422 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1438079.250000 Penalty: 4828.741211
	Iteration 5F: 3 clusters Score -1438079 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1438695.875000 Penalty: 4828.741211
	Iteration 6F: 3 clusters Score -1438696 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1439233.750000 Penalty: 4828.741211
	Iteration 7F: 3 clusters Score -1439234 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1439670.500000 Penalty: 4828.741211
	Iteration 8Q: 3 clusters Score -1439670 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1440064.750000 Penalty: 4828.741211
	Iteration 9Q: 3 clusters Score -1440065 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1440458.250000 Penalty: 4828.741211
	Iteration 10Q: 3 clusters Score -1440458 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1440816.125000 Penalty: 4828.741211
	Iteration 11Q: 3 clusters Score -1440816 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1441102.375000 Penalty: 4828.741211
	Iteration 12Q: 3 clusters Score -1441102 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1441355.875000 Penalty: 4828.741211
	Iteration 13Q: 3 clusters Score -1441356 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1441561.375000 Penalty: 4828.741211
	Iteration 14Q: 3 clusters Score -1441561 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1441707.250000 Penalty: 4828.741211
	Iteration 15Q: 3 clusters Score -1441707 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1441809.250000 Penalty: 4828.741211
	Iteration 16Q: 3 clusters Score -1441809 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1441896.375000 Penalty: 4828.741211
	Iteration 17Q: 3 clusters Score -1441896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1441964.375000 Penalty: 4828.741211
	Iteration 18Q: 3 clusters Score -1441964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1442035.750000 Penalty: 4828.741211
	Iteration 19Q: 3 clusters Score -1442036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1442083.375000 Penalty: 4828.741211
	Iteration 20F: 3 clusters Score -1442083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1442126.000000 Penalty: 4828.741211
	Iteration 21Q: 3 clusters Score -1442126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1442150.375000 Penalty: 4828.741211
	Iteration 22Q: 3 clusters Score -1442150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1442168.750000 Penalty: 4828.741211
	Iteration 23Q: 3 clusters Score -1442169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1442191.125000 Penalty: 4828.741211
	Iteration 24Q: 3 clusters Score -1442191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1442202.250000 Penalty: 4828.741211
	Iteration 25Q: 3 clusters Score -1442202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1442210.750000 Penalty: 4828.741211
	Iteration 26Q: 3 clusters Score -1442211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1442218.750000 Penalty: 4828.741211
	Iteration 27Q: 3 clusters Score -1442219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1442227.500000 Penalty: 4828.741211
	Iteration 28Q: 3 clusters Score -1442228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1442237.875000 Penalty: 4828.741211
	Iteration 29Q: 3 clusters Score -1442238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1442244.375000 Penalty: 4828.741211
	Iteration 30Q: 3 clusters Score -1442244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1442248.125000 Penalty: 4828.741211
	Iteration 31Q: 3 clusters Score -1442248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1442254.000000 Penalty: 4828.741211
	Iteration 32Q: 3 clusters Score -1442254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1442255.875000 Penalty: 4828.741211
	Iteration 33Q: 3 clusters Score -1442256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1442257.125000 Penalty: 4828.741211
	Iteration 34Q: 3 clusters Score -1442257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1442258.000000 Penalty: 4828.741211
	Iteration 35Q: 3 clusters Score -1442258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1442263.875000 Penalty: 4828.741211
	Iteration 36Q: 3 clusters Score -1442264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1442262.250000 Penalty: 4828.741211
	Iteration 37Q: 3 clusters Score -1442262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1442266.625000 Penalty: 4828.741211
	Iteration 38Q: 3 clusters Score -1442267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1442267.875000 Penalty: 4828.741211
	Iteration 39Q: 3 clusters Score -1442268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1442268.375000 Penalty: 4828.741211
	Iteration 40F: 3 clusters Score -1442268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1442271.250000 Penalty: 4828.741211
	Iteration 41Q: 3 clusters Score -1442271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1442273.125000 Penalty: 4828.741211
	Iteration 42Q: 3 clusters Score -1442273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1442273.000000 Penalty: 4828.741211
	Iteration 43Q: 3 clusters Score -1442273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1442272.875000 Penalty: 4828.741211
	Iteration 44Q: 3 clusters Score -1442273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1442271.125000 Penalty: 4828.741211
	Iteration 45Q: 3 clusters Score -1442271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1442274.500000 Penalty: 4828.741211
	Iteration 46Q: 3 clusters Score -1442274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1442277.875000 Penalty: 4828.741211
	Iteration 47Q: 3 clusters Score -1442278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1442277.375000 Penalty: 4828.741211
	Iteration 48Q: 3 clusters Score -1442277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1442279.875000 Penalty: 4828.741211
	Iteration 49Q: 3 clusters Score -1442280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1442277.625000 Penalty: 4828.741211
	Iteration 50Q: 3 clusters Score -1442278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1442277.750000 Penalty: 4828.741211
	Iteration 51Q: 3 clusters Score -1442278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1442276.125000 Penalty: 4828.741211
	Iteration 52Q: 3 clusters Score -1442276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1442277.375000 Penalty: 4828.741211
	Iteration 53Q: 3 clusters Score -1442277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1442278.500000 Penalty: 4828.741211
	Iteration 54Q: 3 clusters Score -1442278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1442278.500000 Penalty: 4828.741211
	Iteration 55F: 3 clusters Score -1442278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Entering Unmasked Estep 
Score: -841836.000000 Penalty: 2274.917236
	Iteration 0F: 2 clusters Score -841836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -834310.750000 Penalty: 4549.834473
	Iteration 0F: 3 clusters Score -834310.8 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -836452.125000 Penalty: 4549.834473
	Iteration 1F: 3 clusters Score -836452.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -836748.187500 Penalty: 4549.834473
	Iteration 2F: 3 clusters Score -836748.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -836926.687500 Penalty: 4549.834473
	Iteration 3F: 3 clusters Score -836926.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -837057.187500 Penalty: 4549.834473
	Iteration 4Q: 3 clusters Score -837057.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -837166.187500 Penalty: 4549.834473
	Iteration 5Q: 3 clusters Score -837166.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -837272.812500 Penalty: 4549.834473
	Iteration 6Q: 3 clusters Score -837272.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -837390.125000 Penalty: 4549.834473
	Iteration 7Q: 3 clusters Score -837390.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -837523.375000 Penalty: 4549.834473
	Iteration 8Q: 3 clusters Score -837523.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -837659.625000 Penalty: 4549.834473
	Iteration 9Q: 3 clusters Score -837659.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -837850.875000 Penalty: 4549.834473
	Iteration 10Q: 3 clusters Score -837850.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -838123.500000 Penalty: 4549.834473
	Iteration 11Q: 3 clusters Score -838123.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -838441.437500 Penalty: 4549.834473
	Iteration 12Q: 3 clusters Score -838441.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -838784.687500 Penalty: 4549.834473
	Iteration 13Q: 3 clusters Score -838784.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -839097.250000 Penalty: 4549.834473
	Iteration 14Q: 3 clusters Score -839097.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -839362.437500 Penalty: 4549.834473
	Iteration 15Q: 3 clusters Score -839362.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -839566.062500 Penalty: 4549.834473
	Iteration 16Q: 3 clusters Score -839566.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -839714.062500 Penalty: 4549.834473
	Iteration 17Q: 3 clusters Score -839714.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -839851.812500 Penalty: 4549.834473
	Iteration 18Q: 3 clusters Score -839851.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -839957.312500 Penalty: 4549.834473
	Iteration 19Q: 3 clusters Score -839957.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -840031.062500 Penalty: 4549.834473
	Iteration 20F: 3 clusters Score -840031.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -840100.750000 Penalty: 4549.834473
	Iteration 21Q: 3 clusters Score -840100.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -840146.875000 Penalty: 4549.834473
	Iteration 22Q: 3 clusters Score -840146.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -840171.062500 Penalty: 4549.834473
	Iteration 23Q: 3 clusters Score -840171.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -840180.187500 Penalty: 4549.834473
	Iteration 24Q: 3 clusters Score -840180.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -840186.750000 Penalty: 4549.834473
	Iteration 25Q: 3 clusters Score -840186.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -840195.250000 Penalty: 4549.834473
	Iteration 26Q: 3 clusters Score -840195.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -840197.500000 Penalty: 4549.834473
	Iteration 27Q: 3 clusters Score -840197.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -840200.625000 Penalty: 4549.834473
	Iteration 28Q: 3 clusters Score -840200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -840201.437500 Penalty: 4549.834473
	Iteration 29Q: 3 clusters Score -840201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -840203.437500 Penalty: 4549.834473
	Iteration 30Q: 3 clusters Score -840203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -840204.687500 Penalty: 4549.834473
	Iteration 31Q: 3 clusters Score -840204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -840207.062500 Penalty: 4549.834473
	Iteration 32Q: 3 clusters Score -840207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -840205.750000 Penalty: 4549.834473
	Iteration 33Q: 3 clusters Score -840205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -840208.625000 Penalty: 4549.834473
	Iteration 34Q: 3 clusters Score -840208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -840209.125000 Penalty: 4549.834473
	Iteration 35Q: 3 clusters Score -840209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -840212.500000 Penalty: 4549.834473
	Iteration 36Q: 3 clusters Score -840212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -840213.562500 Penalty: 4549.834473
	Iteration 37Q: 3 clusters Score -840213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -840213.750000 Penalty: 4549.834473
	Iteration 38Q: 3 clusters Score -840213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -840213.750000 Penalty: 4549.834473
	Iteration 39F: 3 clusters Score -840213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Entering Unmasked Estep 
Score: -694304.937500 Penalty: 2258.117676
	Iteration 0F: 2 clusters Score -694304.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -687220.437500 Penalty: 4516.235352
	Iteration 0F: 3 clusters Score -687220.4 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -689455.687500 Penalty: 4516.235352
	Iteration 1F: 3 clusters Score -689455.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -690057.687500 Penalty: 4516.235352
	Iteration 2F: 3 clusters Score -690057.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -690649.937500 Penalty: 4516.235352
	Iteration 3F: 3 clusters Score -690649.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -691146.687500 Penalty: 4516.235352
	Iteration 4F: 3 clusters Score -691146.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -691498.562500 Penalty: 4516.235352
	Iteration 5F: 3 clusters Score -691498.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -691763.625000 Penalty: 4516.235352
	Iteration 6Q: 3 clusters Score -691763.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -691953.500000 Penalty: 4516.235352
	Iteration 7Q: 3 clusters Score -691953.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -692106.750000 Penalty: 4516.235352
	Iteration 8Q: 3 clusters Score -692106.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -692235.312500 Penalty: 4516.235352
	Iteration 9Q: 3 clusters Score -692235.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -692349.187500 Penalty: 4516.235352
	Iteration 10Q: 3 clusters Score -692349.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -692432.250000 Penalty: 4516.235352
	Iteration 11Q: 3 clusters Score -692432.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -692509.000000 Penalty: 4516.235352
	Iteration 12Q: 3 clusters Score -692509 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -692594.187500 Penalty: 4516.235352
	Iteration 13Q: 3 clusters Score -692594.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -692685.562500 Penalty: 4516.235352
	Iteration 14Q: 3 clusters Score -692685.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -692777.250000 Penalty: 4516.235352
	Iteration 15Q: 3 clusters Score -692777.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -692854.312500 Penalty: 4516.235352
	Iteration 16Q: 3 clusters Score -692854.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -692923.562500 Penalty: 4516.235352
	Iteration 17Q: 3 clusters Score -692923.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -692981.500000 Penalty: 4516.235352
	Iteration 18Q: 3 clusters Score -692981.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -693037.562500 Penalty: 4516.235352
	Iteration 19Q: 3 clusters Score -693037.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -693069.250000 Penalty: 4516.235352
	Iteration 20F: 3 clusters Score -693069.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -693093.562500 Penalty: 4516.235352
	Iteration 21Q: 3 clusters Score -693093.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -693112.937500 Penalty: 4516.235352
	Iteration 22Q: 3 clusters Score -693112.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -693132.000000 Penalty: 4516.235352
	Iteration 23Q: 3 clusters Score -693132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -693150.250000 Penalty: 4516.235352
	Iteration 24Q: 3 clusters Score -693150.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -693172.625000 Penalty: 4516.235352
	Iteration 25Q: 3 clusters Score -693172.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -693186.062500 Penalty: 4516.235352
	Iteration 26Q: 3 clusters Score -693186.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -693195.812500 Penalty: 4516.235352
	Iteration 27Q: 3 clusters Score -693195.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -693204.187500 Penalty: 4516.235352
	Iteration 28Q: 3 clusters Score -693204.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -693214.250000 Penalty: 4516.235352
	Iteration 29Q: 3 clusters Score -693214.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -693225.125000 Penalty: 4516.235352
	Iteration 30Q: 3 clusters Score -693225.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -693240.000000 Penalty: 4516.235352
	Iteration 31Q: 3 clusters Score -693240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -693252.687500 Penalty: 4516.235352
	Iteration 32Q: 3 clusters Score -693252.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -693264.687500 Penalty: 4516.235352
	Iteration 33Q: 3 clusters Score -693264.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -693279.812500 Penalty: 4516.235352
	Iteration 34Q: 3 clusters Score -693279.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -693297.437500 Penalty: 4516.235352
	Iteration 35Q: 3 clusters Score -693297.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -693313.125000 Penalty: 4516.235352
	Iteration 36Q: 3 clusters Score -693313.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -693330.750000 Penalty: 4516.235352
	Iteration 37Q: 3 clusters Score -693330.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -693345.812500 Penalty: 4516.235352
	Iteration 38Q: 3 clusters Score -693345.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -693358.062500 Penalty: 4516.235352
	Iteration 39Q: 3 clusters Score -693358.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -693370.625000 Penalty: 4516.235352
	Iteration 40F: 3 clusters Score -693370.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -693377.062500 Penalty: 4516.235352
	Iteration 41Q: 3 clusters Score -693377.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -693389.000000 Penalty: 4516.235352
	Iteration 42Q: 3 clusters Score -693389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -693396.125000 Penalty: 4516.235352
	Iteration 43Q: 3 clusters Score -693396.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -693400.812500 Penalty: 4516.235352
	Iteration 44Q: 3 clusters Score -693400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -693410.937500 Penalty: 4516.235352
	Iteration 45Q: 3 clusters Score -693410.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -693419.187500 Penalty: 4516.235352
	Iteration 46Q: 3 clusters Score -693419.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -693427.000000 Penalty: 4516.235352
	Iteration 47Q: 3 clusters Score -693427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -693430.937500 Penalty: 4516.235352
	Iteration 48Q: 3 clusters Score -693430.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -693435.625000 Penalty: 4516.235352
	Iteration 49Q: 3 clusters Score -693435.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -693445.375000 Penalty: 4516.235352
	Iteration 50Q: 3 clusters Score -693445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -693453.687500 Penalty: 4516.235352
	Iteration 51Q: 3 clusters Score -693453.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -693461.812500 Penalty: 4516.235352
	Iteration 52Q: 3 clusters Score -693461.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -693471.875000 Penalty: 4516.235352
	Iteration 53Q: 3 clusters Score -693471.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -693484.437500 Penalty: 4516.235352
	Iteration 54Q: 3 clusters Score -693484.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -693497.687500 Penalty: 4516.235352
	Iteration 55Q: 3 clusters Score -693497.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -693510.687500 Penalty: 4516.235352
	Iteration 56Q: 3 clusters Score -693510.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -693520.625000 Penalty: 4516.235352
	Iteration 57Q: 3 clusters Score -693520.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -693535.875000 Penalty: 4516.235352
	Iteration 58Q: 3 clusters Score -693535.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -693542.812500 Penalty: 4516.235352
	Iteration 59Q: 3 clusters Score -693542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -693545.937500 Penalty: 4516.235352
	Iteration 60F: 3 clusters Score -693545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -693549.062500 Penalty: 4516.235352
	Iteration 61Q: 3 clusters Score -693549.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -693555.187500 Penalty: 4516.235352
	Iteration 62Q: 3 clusters Score -693555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -693557.937500 Penalty: 4516.235352
	Iteration 63Q: 3 clusters Score -693557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -693560.437500 Penalty: 4516.235352
	Iteration 64Q: 3 clusters Score -693560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -693561.750000 Penalty: 4516.235352
	Iteration 65Q: 3 clusters Score -693561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -693563.000000 Penalty: 4516.235352
	Iteration 66Q: 3 clusters Score -693563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -693562.937500 Penalty: 4516.235352
	Iteration 67Q: 3 clusters Score -693562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -693562.937500 Penalty: 4516.235352
	Iteration 68F: 3 clusters Score -693562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -318581.031250 Penalty: 2040.786377
	Iteration 0F: 2 clusters Score -318581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -314895.656250 Penalty: 4081.572754
	Iteration 0F: 3 clusters Score -314895.7 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -315751.187500 Penalty: 4081.572754
	Iteration 1F: 3 clusters Score -315751.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -315925.093750 Penalty: 4081.572754
	Iteration 2F: 3 clusters Score -315925.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -316023.968750 Penalty: 4081.572754
	Iteration 3Q: 3 clusters Score -316024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -316082.562500 Penalty: 4081.572754
	Iteration 4Q: 3 clusters Score -316082.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -316121.125000 Penalty: 4081.572754
	Iteration 5Q: 3 clusters Score -316121.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -316156.937500 Penalty: 4081.572754
	Iteration 6Q: 3 clusters Score -316156.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -316185.281250 Penalty: 4081.572754
	Iteration 7Q: 3 clusters Score -316185.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -316207.718750 Penalty: 4081.572754
	Iteration 8Q: 3 clusters Score -316207.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -316220.625000 Penalty: 4081.572754
	Iteration 9Q: 3 clusters Score -316220.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -316233.937500 Penalty: 4081.572754
	Iteration 10Q: 3 clusters Score -316233.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -316241.156250 Penalty: 4081.572754
	Iteration 11Q: 3 clusters Score -316241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -316247.468750 Penalty: 4081.572754
	Iteration 12Q: 3 clusters Score -316247.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -316255.375000 Penalty: 4081.572754
	Iteration 13Q: 3 clusters Score -316255.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -316264.437500 Penalty: 4081.572754
	Iteration 14Q: 3 clusters Score -316264.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -316272.531250 Penalty: 4081.572754
	Iteration 15Q: 3 clusters Score -316272.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -316284.687500 Penalty: 4081.572754
	Iteration 16Q: 3 clusters Score -316284.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -316298.968750 Penalty: 4081.572754
	Iteration 17Q: 3 clusters Score -316299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -316310.343750 Penalty: 4081.572754
	Iteration 18Q: 3 clusters Score -316310.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -316319.593750 Penalty: 4081.572754
	Iteration 19Q: 3 clusters Score -316319.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -316330.781250 Penalty: 4081.572754
	Iteration 20F: 3 clusters Score -316330.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -316341.437500 Penalty: 4081.572754
	Iteration 21Q: 3 clusters Score -316341.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -316349.437500 Penalty: 4081.572754
	Iteration 22Q: 3 clusters Score -316349.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -316357.562500 Penalty: 4081.572754
	Iteration 23Q: 3 clusters Score -316357.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -316370.000000 Penalty: 4081.572754
	Iteration 24Q: 3 clusters Score -316370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -316385.500000 Penalty: 4081.572754
	Iteration 25Q: 3 clusters Score -316385.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -316398.468750 Penalty: 4081.572754
	Iteration 26Q: 3 clusters Score -316398.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -316413.781250 Penalty: 4081.572754
	Iteration 27Q: 3 clusters Score -316413.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -316428.187500 Penalty: 4081.572754
	Iteration 28Q: 3 clusters Score -316428.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -316442.312500 Penalty: 4081.572754
	Iteration 29Q: 3 clusters Score -316442.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -316455.625000 Penalty: 4081.572754
	Iteration 30Q: 3 clusters Score -316455.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -316463.937500 Penalty: 4081.572754
	Iteration 31Q: 3 clusters Score -316463.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -316474.000000 Penalty: 4081.572754
	Iteration 32Q: 3 clusters Score -316474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -316487.062500 Penalty: 4081.572754
	Iteration 33Q: 3 clusters Score -316487.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -316503.093750 Penalty: 4081.572754
	Iteration 34Q: 3 clusters Score -316503.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -316517.218750 Penalty: 4081.572754
	Iteration 35Q: 3 clusters Score -316517.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -316534.062500 Penalty: 4081.572754
	Iteration 36Q: 3 clusters Score -316534.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -316547.031250 Penalty: 4081.572754
	Iteration 37Q: 3 clusters Score -316547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -316557.781250 Penalty: 4081.572754
	Iteration 38Q: 3 clusters Score -316557.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -316571.750000 Penalty: 4081.572754
	Iteration 39Q: 3 clusters Score -316571.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -316585.250000 Penalty: 4081.572754
	Iteration 40F: 3 clusters Score -316585.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -316602.593750 Penalty: 4081.572754
	Iteration 41Q: 3 clusters Score -316602.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -316616.593750 Penalty: 4081.572754
	Iteration 42Q: 3 clusters Score -316616.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -316627.312500 Penalty: 4081.572754
	Iteration 43Q: 3 clusters Score -316627.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -316638.062500 Penalty: 4081.572754
	Iteration 44Q: 3 clusters Score -316638.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -316650.187500 Penalty: 4081.572754
	Iteration 45Q: 3 clusters Score -316650.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -316658.906250 Penalty: 4081.572754
	Iteration 46Q: 3 clusters Score -316658.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -316665.656250 Penalty: 4081.572754
	Iteration 47Q: 3 clusters Score -316665.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -316671.750000 Penalty: 4081.572754
	Iteration 48Q: 3 clusters Score -316671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -316680.125000 Penalty: 4081.572754
	Iteration 49Q: 3 clusters Score -316680.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -316686.312500 Penalty: 4081.572754
	Iteration 50Q: 3 clusters Score -316686.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -316688.531250 Penalty: 4081.572754
	Iteration 51Q: 3 clusters Score -316688.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -316693.968750 Penalty: 4081.572754
	Iteration 52Q: 3 clusters Score -316694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -316698.406250 Penalty: 4081.572754
	Iteration 53Q: 3 clusters Score -316698.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -316702.937500 Penalty: 4081.572754
	Iteration 54Q: 3 clusters Score -316702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -316704.843750 Penalty: 4081.572754
	Iteration 55Q: 3 clusters Score -316704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -316706.781250 Penalty: 4081.572754
	Iteration 56Q: 3 clusters Score -316706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -316710.687500 Penalty: 4081.572754
	Iteration 57Q: 3 clusters Score -316710.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -316713.562500 Penalty: 4081.572754
	Iteration 58Q: 3 clusters Score -316713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -316714.906250 Penalty: 4081.572754
	Iteration 59Q: 3 clusters Score -316714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -316717.343750 Penalty: 4081.572754
	Iteration 60F: 3 clusters Score -316717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -316719.750000 Penalty: 4081.572754
	Iteration 61Q: 3 clusters Score -316719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -316721.281250 Penalty: 4081.572754
	Iteration 62Q: 3 clusters Score -316721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -316721.812500 Penalty: 4081.572754
	Iteration 63Q: 3 clusters Score -316721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -316722.031250 Penalty: 4081.572754
	Iteration 64Q: 3 clusters Score -316722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -316722.031250 Penalty: 4081.572754
	Iteration 65F: 3 clusters Score -316722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Entering Unmasked Estep 
Score: -522697.343750 Penalty: 2155.737549
	Iteration 0F: 2 clusters Score -522697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -517605.593750 Penalty: 4311.475098
	Iteration 0F: 3 clusters Score -517605.6 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -518875.500000 Penalty: 4311.475098
	Iteration 1F: 3 clusters Score -518875.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -519094.406250 Penalty: 4311.475098
	Iteration 2F: 3 clusters Score -519094.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -519231.062500 Penalty: 4311.475098
	Iteration 3Q: 3 clusters Score -519231.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -519304.093750 Penalty: 4311.475098
	Iteration 4Q: 3 clusters Score -519304.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -519351.437500 Penalty: 4311.475098
	Iteration 5Q: 3 clusters Score -519351.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -519390.656250 Penalty: 4311.475098
	Iteration 6Q: 3 clusters Score -519390.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -519415.656250 Penalty: 4311.475098
	Iteration 7Q: 3 clusters Score -519415.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -519434.062500 Penalty: 4311.475098
	Iteration 8Q: 3 clusters Score -519434.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -519443.968750 Penalty: 4311.475098
	Iteration 9Q: 3 clusters Score -519444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -519449.218750 Penalty: 4311.475098
	Iteration 10Q: 3 clusters Score -519449.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -519455.812500 Penalty: 4311.475098
	Iteration 11Q: 3 clusters Score -519455.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -519464.031250 Penalty: 4311.475098
	Iteration 12Q: 3 clusters Score -519464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -519470.375000 Penalty: 4311.475098
	Iteration 13Q: 3 clusters Score -519470.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -519478.656250 Penalty: 4311.475098
	Iteration 14Q: 3 clusters Score -519478.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -519485.937500 Penalty: 4311.475098
	Iteration 15Q: 3 clusters Score -519485.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -519493.812500 Penalty: 4311.475098
	Iteration 16Q: 3 clusters Score -519493.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -519503.031250 Penalty: 4311.475098
	Iteration 17Q: 3 clusters Score -519503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -519512.968750 Penalty: 4311.475098
	Iteration 18Q: 3 clusters Score -519513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -519521.093750 Penalty: 4311.475098
	Iteration 19Q: 3 clusters Score -519521.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -519528.625000 Penalty: 4311.475098
	Iteration 20F: 3 clusters Score -519528.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -519534.687500 Penalty: 4311.475098
	Iteration 21Q: 3 clusters Score -519534.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -519541.156250 Penalty: 4311.475098
	Iteration 22Q: 3 clusters Score -519541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -519543.812500 Penalty: 4311.475098
	Iteration 23Q: 3 clusters Score -519543.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -519548.343750 Penalty: 4311.475098
	Iteration 24Q: 3 clusters Score -519548.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -519551.437500 Penalty: 4311.475098
	Iteration 25Q: 3 clusters Score -519551.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -519557.750000 Penalty: 4311.475098
	Iteration 26Q: 3 clusters Score -519557.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -519563.843750 Penalty: 4311.475098
	Iteration 27Q: 3 clusters Score -519563.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -519569.781250 Penalty: 4311.475098
	Iteration 28Q: 3 clusters Score -519569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -519577.031250 Penalty: 4311.475098
	Iteration 29Q: 3 clusters Score -519577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -519587.781250 Penalty: 4311.475098
	Iteration 30Q: 3 clusters Score -519587.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -519595.812500 Penalty: 4311.475098
	Iteration 31Q: 3 clusters Score -519595.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -519604.625000 Penalty: 4311.475098
	Iteration 32Q: 3 clusters Score -519604.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -519613.312500 Penalty: 4311.475098
	Iteration 33Q: 3 clusters Score -519613.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -519620.562500 Penalty: 4311.475098
	Iteration 34Q: 3 clusters Score -519620.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -519626.625000 Penalty: 4311.475098
	Iteration 35Q: 3 clusters Score -519626.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -519636.093750 Penalty: 4311.475098
	Iteration 36Q: 3 clusters Score -519636.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -519645.187500 Penalty: 4311.475098
	Iteration 37Q: 3 clusters Score -519645.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -519658.781250 Penalty: 4311.475098
	Iteration 38Q: 3 clusters Score -519658.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -519670.218750 Penalty: 4311.475098
	Iteration 39Q: 3 clusters Score -519670.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -519682.687500 Penalty: 4311.475098
	Iteration 40F: 3 clusters Score -519682.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -519696.750000 Penalty: 4311.475098
	Iteration 41Q: 3 clusters Score -519696.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -519719.312500 Penalty: 4311.475098
	Iteration 42Q: 3 clusters Score -519719.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -519750.531250 Penalty: 4311.475098
	Iteration 43Q: 3 clusters Score -519750.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -519780.468750 Penalty: 4311.475098
	Iteration 44Q: 3 clusters Score -519780.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -519819.906250 Penalty: 4311.475098
	Iteration 45Q: 3 clusters Score -519819.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -519861.843750 Penalty: 4311.475098
	Iteration 46Q: 3 clusters Score -519861.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -519904.562500 Penalty: 4311.475098
	Iteration 47Q: 3 clusters Score -519904.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -519959.375000 Penalty: 4311.475098
	Iteration 48Q: 3 clusters Score -519959.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -520028.000000 Penalty: 4311.475098
	Iteration 49Q: 3 clusters Score -520028 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -520099.406250 Penalty: 4311.475098
	Iteration 50Q: 3 clusters Score -520099.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -520171.468750 Penalty: 4311.475098
	Iteration 51Q: 3 clusters Score -520171.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -520227.312500 Penalty: 4311.475098
	Iteration 52Q: 3 clusters Score -520227.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -520287.218750 Penalty: 4311.475098
	Iteration 53Q: 3 clusters Score -520287.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -520355.000000 Penalty: 4311.475098
	Iteration 54Q: 3 clusters Score -520355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -520416.687500 Penalty: 4311.475098
	Iteration 55Q: 3 clusters Score -520416.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -520471.250000 Penalty: 4311.475098
	Iteration 56Q: 3 clusters Score -520471.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -520517.937500 Penalty: 4311.475098
	Iteration 57Q: 3 clusters Score -520517.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -520548.312500 Penalty: 4311.475098
	Iteration 58Q: 3 clusters Score -520548.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -520578.031250 Penalty: 4311.475098
	Iteration 59Q: 3 clusters Score -520578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -520605.531250 Penalty: 4311.475098
	Iteration 60F: 3 clusters Score -520605.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -520621.281250 Penalty: 4311.475098
	Iteration 61Q: 3 clusters Score -520621.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -520632.093750 Penalty: 4311.475098
	Iteration 62Q: 3 clusters Score -520632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -520642.937500 Penalty: 4311.475098
	Iteration 63Q: 3 clusters Score -520642.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -520654.125000 Penalty: 4311.475098
	Iteration 64Q: 3 clusters Score -520654.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -520666.281250 Penalty: 4311.475098
	Iteration 65Q: 3 clusters Score -520666.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -520677.250000 Penalty: 4311.475098
	Iteration 66Q: 3 clusters Score -520677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -520685.750000 Penalty: 4311.475098
	Iteration 67Q: 3 clusters Score -520685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -520694.531250 Penalty: 4311.475098
	Iteration 68Q: 3 clusters Score -520694.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -520700.531250 Penalty: 4311.475098
	Iteration 69Q: 3 clusters Score -520700.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -520709.625000 Penalty: 4311.475098
	Iteration 70Q: 3 clusters Score -520709.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -520715.000000 Penalty: 4311.475098
	Iteration 71Q: 3 clusters Score -520715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -520723.312500 Penalty: 4311.475098
	Iteration 72Q: 3 clusters Score -520723.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -520735.875000 Penalty: 4311.475098
	Iteration 73Q: 3 clusters Score -520735.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -520744.718750 Penalty: 4311.475098
	Iteration 74Q: 3 clusters Score -520744.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -520753.875000 Penalty: 4311.475098
	Iteration 75Q: 3 clusters Score -520753.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -520765.312500 Penalty: 4311.475098
	Iteration 76Q: 3 clusters Score -520765.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -520775.906250 Penalty: 4311.475098
	Iteration 77Q: 3 clusters Score -520775.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -520782.406250 Penalty: 4311.475098
	Iteration 78Q: 3 clusters Score -520782.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -520787.593750 Penalty: 4311.475098
	Iteration 79Q: 3 clusters Score -520787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -520790.562500 Penalty: 4311.475098
	Iteration 80F: 3 clusters Score -520790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -520790.781250 Penalty: 4311.475098
	Iteration 81Q: 3 clusters Score -520790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -520790.781250 Penalty: 4311.475098
	Iteration 82F: 3 clusters Score -520790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Entering Unmasked Estep 
Score: -1511976.375000 Penalty: 2420.914307
	Iteration 0F: 2 clusters Score -1511976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1499611.500000 Penalty: 4841.828613
	Iteration 0F: 3 clusters Score -1499612 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1503737.875000 Penalty: 4841.828613
	Iteration 1F: 3 clusters Score -1503738 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1504108.375000 Penalty: 4841.828613
	Iteration 2F: 3 clusters Score -1504108 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1504423.875000 Penalty: 4841.828613
	Iteration 3Q: 3 clusters Score -1504424 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1504747.000000 Penalty: 4841.828613
	Iteration 4Q: 3 clusters Score -1504747 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1505117.375000 Penalty: 4841.828613
	Iteration 5Q: 3 clusters Score -1505117 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1505593.875000 Penalty: 4841.828613
	Iteration 6Q: 3 clusters Score -1505594 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1506231.000000 Penalty: 4841.828613
	Iteration 7F: 3 clusters Score -1506231 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1507090.875000 Penalty: 4841.828613
	Iteration 8F: 3 clusters Score -1507091 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1508013.000000 Penalty: 4841.828613
	Iteration 9F: 3 clusters Score -1508013 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1508778.250000 Penalty: 4841.828613
	Iteration 10Q: 3 clusters Score -1508778 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1509267.500000 Penalty: 4841.828613
	Iteration 11Q: 3 clusters Score -1509268 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1509545.250000 Penalty: 4841.828613
	Iteration 12Q: 3 clusters Score -1509545 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1509681.750000 Penalty: 4841.828613
	Iteration 13Q: 3 clusters Score -1509682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1509765.375000 Penalty: 4841.828613
	Iteration 14Q: 3 clusters Score -1509765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1509809.500000 Penalty: 4841.828613
	Iteration 15Q: 3 clusters Score -1509810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1509831.875000 Penalty: 4841.828613
	Iteration 16Q: 3 clusters Score -1509832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1509847.125000 Penalty: 4841.828613
	Iteration 17Q: 3 clusters Score -1509847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1509854.875000 Penalty: 4841.828613
	Iteration 18Q: 3 clusters Score -1509855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1509861.375000 Penalty: 4841.828613
	Iteration 19Q: 3 clusters Score -1509861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1509871.500000 Penalty: 4841.828613
	Iteration 20F: 3 clusters Score -1509872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1509874.875000 Penalty: 4841.828613
	Iteration 21Q: 3 clusters Score -1509875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1509880.625000 Penalty: 4841.828613
	Iteration 22Q: 3 clusters Score -1509881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1509884.500000 Penalty: 4841.828613
	Iteration 23Q: 3 clusters Score -1509884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1509890.250000 Penalty: 4841.828613
	Iteration 24Q: 3 clusters Score -1509890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1509891.875000 Penalty: 4841.828613
	Iteration 25Q: 3 clusters Score -1509892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1509894.750000 Penalty: 4841.828613
	Iteration 26Q: 3 clusters Score -1509895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1509893.625000 Penalty: 4841.828613
	Iteration 27Q: 3 clusters Score -1509894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1509896.625000 Penalty: 4841.828613
	Iteration 28Q: 3 clusters Score -1509897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1509896.625000 Penalty: 4841.828613
	Iteration 29F: 3 clusters Score -1509897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Entering Unmasked Estep 
Score: -2471519.250000 Penalty: 2559.063232
	Iteration 0F: 2 clusters Score -2471519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2450720.500000 Penalty: 5118.126465
	Iteration 0F: 3 clusters Score -2450720 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2458651.750000 Penalty: 5118.126465
	Iteration 1F: 3 clusters Score -2458652 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2459489.750000 Penalty: 5118.126465
	Iteration 2F: 3 clusters Score -2459490 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2460378.750000 Penalty: 5118.126465
	Iteration 3F: 3 clusters Score -2460379 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2461289.500000 Penalty: 5118.126465
	Iteration 4F: 3 clusters Score -2461290 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2462243.000000 Penalty: 5118.126465
	Iteration 5F: 3 clusters Score -2462243 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2463158.750000 Penalty: 5118.126465
	Iteration 6F: 3 clusters Score -2463159 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2464011.000000 Penalty: 5118.126465
	Iteration 7F: 3 clusters Score -2464011 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2464776.500000 Penalty: 5118.126465
	Iteration 8Q: 3 clusters Score -2464776 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2465375.500000 Penalty: 5118.126465
	Iteration 9Q: 3 clusters Score -2465376 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2465741.250000 Penalty: 5118.126465
	Iteration 10Q: 3 clusters Score -2465741 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2466023.500000 Penalty: 5118.126465
	Iteration 11Q: 3 clusters Score -2466024 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2466217.000000 Penalty: 5118.126465
	Iteration 12Q: 3 clusters Score -2466217 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2466348.250000 Penalty: 5118.126465
	Iteration 13Q: 3 clusters Score -2466348 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2466441.250000 Penalty: 5118.126465
	Iteration 14Q: 3 clusters Score -2466441 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2466532.250000 Penalty: 5118.126465
	Iteration 15Q: 3 clusters Score -2466532 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2466586.500000 Penalty: 5118.126465
	Iteration 16Q: 3 clusters Score -2466586 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2466666.750000 Penalty: 5118.126465
	Iteration 17Q: 3 clusters Score -2466667 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2466741.250000 Penalty: 5118.126465
	Iteration 18Q: 3 clusters Score -2466741 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2466818.000000 Penalty: 5118.126465
	Iteration 19Q: 3 clusters Score -2466818 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2466903.000000 Penalty: 5118.126465
	Iteration 20F: 3 clusters Score -2466903 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2466975.500000 Penalty: 5118.126465
	Iteration 21Q: 3 clusters Score -2466976 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2467035.000000 Penalty: 5118.126465
	Iteration 22Q: 3 clusters Score -2467035 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2467087.750000 Penalty: 5118.126465
	Iteration 23Q: 3 clusters Score -2467088 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2467149.500000 Penalty: 5118.126465
	Iteration 24Q: 3 clusters Score -2467150 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2467196.500000 Penalty: 5118.126465
	Iteration 25Q: 3 clusters Score -2467196 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2467249.500000 Penalty: 5118.126465
	Iteration 26Q: 3 clusters Score -2467250 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2467286.500000 Penalty: 5118.126465
	Iteration 27Q: 3 clusters Score -2467286 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2467316.500000 Penalty: 5118.126465
	Iteration 28Q: 3 clusters Score -2467316 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2467353.750000 Penalty: 5118.126465
	Iteration 29Q: 3 clusters Score -2467354 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2467370.250000 Penalty: 5118.126465
	Iteration 30Q: 3 clusters Score -2467370 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2467401.750000 Penalty: 5118.126465
	Iteration 31Q: 3 clusters Score -2467402 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2467439.250000 Penalty: 5118.126465
	Iteration 32Q: 3 clusters Score -2467439 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2467476.750000 Penalty: 5118.126465
	Iteration 33Q: 3 clusters Score -2467477 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2467519.500000 Penalty: 5118.126465
	Iteration 34Q: 3 clusters Score -2467520 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2467578.750000 Penalty: 5118.126465
	Iteration 35Q: 3 clusters Score -2467579 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2467608.750000 Penalty: 5118.126465
	Iteration 36Q: 3 clusters Score -2467609 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2467648.500000 Penalty: 5118.126465
	Iteration 37Q: 3 clusters Score -2467648 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2467706.500000 Penalty: 5118.126465
	Iteration 38Q: 3 clusters Score -2467706 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2467758.000000 Penalty: 5118.126465
	Iteration 39Q: 3 clusters Score -2467758 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2467791.000000 Penalty: 5118.126465
	Iteration 40F: 3 clusters Score -2467791 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2467843.500000 Penalty: 5118.126465
	Iteration 41Q: 3 clusters Score -2467844 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2467894.000000 Penalty: 5118.126465
	Iteration 42Q: 3 clusters Score -2467894 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2467935.000000 Penalty: 5118.126465
	Iteration 43Q: 3 clusters Score -2467935 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2467979.750000 Penalty: 5118.126465
	Iteration 44Q: 3 clusters Score -2467980 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2468019.750000 Penalty: 5118.126465
	Iteration 45Q: 3 clusters Score -2468020 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2468048.750000 Penalty: 5118.126465
	Iteration 46Q: 3 clusters Score -2468049 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2468085.000000 Penalty: 5118.126465
	Iteration 47Q: 3 clusters Score -2468085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2468119.750000 Penalty: 5118.126465
	Iteration 48Q: 3 clusters Score -2468120 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2468156.000000 Penalty: 5118.126465
	Iteration 49Q: 3 clusters Score -2468156 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2468182.750000 Penalty: 5118.126465
	Iteration 50Q: 3 clusters Score -2468183 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2468226.000000 Penalty: 5118.126465
	Iteration 51Q: 3 clusters Score -2468226 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2468265.500000 Penalty: 5118.126465
	Iteration 52Q: 3 clusters Score -2468266 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2468293.250000 Penalty: 5118.126465
	Iteration 53Q: 3 clusters Score -2468293 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2468351.250000 Penalty: 5118.126465
	Iteration 54Q: 3 clusters Score -2468351 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2468406.750000 Penalty: 5118.126465
	Iteration 55Q: 3 clusters Score -2468407 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2468462.500000 Penalty: 5118.126465
	Iteration 56Q: 3 clusters Score -2468462 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2468524.500000 Penalty: 5118.126465
	Iteration 57Q: 3 clusters Score -2468524 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2468583.250000 Penalty: 5118.126465
	Iteration 58Q: 3 clusters Score -2468583 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -2468666.500000 Penalty: 5118.126465
	Iteration 59Q: 3 clusters Score -2468666 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2468739.000000 Penalty: 5118.126465
	Iteration 60F: 3 clusters Score -2468739 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -2468828.750000 Penalty: 5118.126465
	Iteration 61Q: 3 clusters Score -2468829 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -2468916.500000 Penalty: 5118.126465
	Iteration 62Q: 3 clusters Score -2468916 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2468987.750000 Penalty: 5118.126465
	Iteration 63Q: 3 clusters Score -2468988 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2469077.000000 Penalty: 5118.126465
	Iteration 64Q: 3 clusters Score -2469077 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2469144.750000 Penalty: 5118.126465
	Iteration 65Q: 3 clusters Score -2469145 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2469220.500000 Penalty: 5118.126465
	Iteration 66Q: 3 clusters Score -2469220 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -2469275.250000 Penalty: 5118.126465
	Iteration 67Q: 3 clusters Score -2469275 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -2469340.500000 Penalty: 5118.126465
	Iteration 68Q: 3 clusters Score -2469340 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -2469400.500000 Penalty: 5118.126465
	Iteration 69Q: 3 clusters Score -2469400 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -2469449.250000 Penalty: 5118.126465
	Iteration 70Q: 3 clusters Score -2469449 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -2469508.250000 Penalty: 5118.126465
	Iteration 71Q: 3 clusters Score -2469508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -2469551.500000 Penalty: 5118.126465
	Iteration 72Q: 3 clusters Score -2469552 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -2469598.000000 Penalty: 5118.126465
	Iteration 73Q: 3 clusters Score -2469598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -2469640.000000 Penalty: 5118.126465
	Iteration 74Q: 3 clusters Score -2469640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -2469657.500000 Penalty: 5118.126465
	Iteration 75Q: 3 clusters Score -2469658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -2469682.750000 Penalty: 5118.126465
	Iteration 76Q: 3 clusters Score -2469683 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -2469712.500000 Penalty: 5118.126465
	Iteration 77Q: 3 clusters Score -2469712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -2469741.750000 Penalty: 5118.126465
	Iteration 78Q: 3 clusters Score -2469742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -2469753.000000 Penalty: 5118.126465
	Iteration 79Q: 3 clusters Score -2469753 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -2469775.750000 Penalty: 5118.126465
	Iteration 80F: 3 clusters Score -2469776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -2469792.750000 Penalty: 5118.126465
	Iteration 81Q: 3 clusters Score -2469793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -2469803.000000 Penalty: 5118.126465
	Iteration 82Q: 3 clusters Score -2469803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -2469812.500000 Penalty: 5118.126465
	Iteration 83Q: 3 clusters Score -2469812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2469820.500000 Penalty: 5118.126465
	Iteration 84Q: 3 clusters Score -2469820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -2469822.000000 Penalty: 5118.126465
	Iteration 85Q: 3 clusters Score -2469822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -2469821.250000 Penalty: 5118.126465
	Iteration 86Q: 3 clusters Score -2469821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -2469820.250000 Penalty: 5118.126465
	Iteration 87Q: 3 clusters Score -2469820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -2469820.000000 Penalty: 5118.126465
	Iteration 88Q: 3 clusters Score -2469820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -2469825.750000 Penalty: 5118.126465
	Iteration 89Q: 3 clusters Score -2469826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -2469823.750000 Penalty: 5118.126465
	Iteration 90Q: 3 clusters Score -2469824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -2469833.000000 Penalty: 5118.126465
	Iteration 91Q: 3 clusters Score -2469833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -2469835.000000 Penalty: 5118.126465
	Iteration 92Q: 3 clusters Score -2469835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -2469839.750000 Penalty: 5118.126465
	Iteration 93Q: 3 clusters Score -2469840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -2469843.750000 Penalty: 5118.126465
	Iteration 94Q: 3 clusters Score -2469844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -2469848.500000 Penalty: 5118.126465
	Iteration 95Q: 3 clusters Score -2469848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -2469847.500000 Penalty: 5118.126465
	Iteration 96Q: 3 clusters Score -2469848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -2469852.750000 Penalty: 5118.126465
	Iteration 97Q: 3 clusters Score -2469853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2469853.750000 Penalty: 5118.126465
	Iteration 98Q: 3 clusters Score -2469854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -2469853.750000 Penalty: 5118.126465
	Iteration 99Q: 3 clusters Score -2469854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -2469856.500000 Penalty: 5118.126465
	Iteration 100F: 3 clusters Score -2469856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -2469860.000000 Penalty: 5118.126465
	Iteration 101Q: 3 clusters Score -2469860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -2469860.250000 Penalty: 5118.126465
	Iteration 102Q: 3 clusters Score -2469860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -2469859.250000 Penalty: 5118.126465
	Iteration 103Q: 3 clusters Score -2469859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -2469858.750000 Penalty: 5118.126465
	Iteration 104Q: 3 clusters Score -2469859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -2469865.000000 Penalty: 5118.126465
	Iteration 105Q: 3 clusters Score -2469865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -2469865.500000 Penalty: 5118.126465
	Iteration 106Q: 3 clusters Score -2469866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -2469864.000000 Penalty: 5118.126465
	Iteration 107Q: 3 clusters Score -2469864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -2469866.500000 Penalty: 5118.126465
	Iteration 108Q: 3 clusters Score -2469866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -2469866.500000 Penalty: 5118.126465
	Iteration 109F: 3 clusters Score -2469866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Entering Unmasked Estep 
Score: -2844058.750000 Penalty: 2581.613770
	Iteration 0F: 2 clusters Score -2844059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2821300.250000 Penalty: 5163.227539
	Iteration 0F: 3 clusters Score -2821300 nChanged 15173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2829485.500000 Penalty: 5163.227539
	Iteration 1F: 3 clusters Score -2829486 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2830042.500000 Penalty: 5163.227539
	Iteration 2Q: 3 clusters Score -2830042 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2830573.500000 Penalty: 5163.227539
	Iteration 3Q: 3 clusters Score -2830574 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2831192.500000 Penalty: 5163.227539
	Iteration 4Q: 3 clusters Score -2831192 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2831962.250000 Penalty: 5163.227539
	Iteration 5Q: 3 clusters Score -2831962 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2832941.750000 Penalty: 5163.227539
	Iteration 6F: 3 clusters Score -2832942 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2834235.750000 Penalty: 5163.227539
	Iteration 7F: 3 clusters Score -2834236 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2835804.000000 Penalty: 5163.227539
	Iteration 8F: 3 clusters Score -2835804 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2837511.000000 Penalty: 5163.227539
	Iteration 9F: 3 clusters Score -2837511 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2838940.500000 Penalty: 5163.227539
	Iteration 10F: 3 clusters Score -2838940 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2840018.750000 Penalty: 5163.227539
	Iteration 11Q: 3 clusters Score -2840019 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2840655.250000 Penalty: 5163.227539
	Iteration 12Q: 3 clusters Score -2840655 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2841068.500000 Penalty: 5163.227539
	Iteration 13Q: 3 clusters Score -2841068 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2841332.000000 Penalty: 5163.227539
	Iteration 14Q: 3 clusters Score -2841332 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2841529.000000 Penalty: 5163.227539
	Iteration 15Q: 3 clusters Score -2841529 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2841641.750000 Penalty: 5163.227539
	Iteration 16Q: 3 clusters Score -2841642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2841711.250000 Penalty: 5163.227539
	Iteration 17Q: 3 clusters Score -2841711 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2841750.500000 Penalty: 5163.227539
	Iteration 18Q: 3 clusters Score -2841750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2841771.000000 Penalty: 5163.227539
	Iteration 19Q: 3 clusters Score -2841771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2841791.750000 Penalty: 5163.227539
	Iteration 20F: 3 clusters Score -2841792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2841807.000000 Penalty: 5163.227539
	Iteration 21Q: 3 clusters Score -2841807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2841820.250000 Penalty: 5163.227539
	Iteration 22Q: 3 clusters Score -2841820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2841829.000000 Penalty: 5163.227539
	Iteration 23Q: 3 clusters Score -2841829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2841839.750000 Penalty: 5163.227539
	Iteration 24Q: 3 clusters Score -2841840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2841846.000000 Penalty: 5163.227539
	Iteration 25Q: 3 clusters Score -2841846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2841853.750000 Penalty: 5163.227539
	Iteration 26Q: 3 clusters Score -2841854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2841864.500000 Penalty: 5163.227539
	Iteration 27Q: 3 clusters Score -2841864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2841875.500000 Penalty: 5163.227539
	Iteration 28Q: 3 clusters Score -2841876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2841880.750000 Penalty: 5163.227539
	Iteration 29Q: 3 clusters Score -2841881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2841885.500000 Penalty: 5163.227539
	Iteration 30Q: 3 clusters Score -2841886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2841890.750000 Penalty: 5163.227539
	Iteration 31Q: 3 clusters Score -2841891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2841894.500000 Penalty: 5163.227539
	Iteration 32Q: 3 clusters Score -2841894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2841893.500000 Penalty: 5163.227539
	Iteration 33Q: 3 clusters Score -2841894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2841897.750000 Penalty: 5163.227539
	Iteration 34Q: 3 clusters Score -2841898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2841898.500000 Penalty: 5163.227539
	Iteration 35Q: 3 clusters Score -2841898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2841900.000000 Penalty: 5163.227539
	Iteration 36Q: 3 clusters Score -2841900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2841905.000000 Penalty: 5163.227539
	Iteration 37Q: 3 clusters Score -2841905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2841904.000000 Penalty: 5163.227539
	Iteration 38Q: 3 clusters Score -2841904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2841906.000000 Penalty: 5163.227539
	Iteration 39Q: 3 clusters Score -2841906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2841905.500000 Penalty: 5163.227539
	Iteration 40F: 3 clusters Score -2841906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2841905.500000 Penalty: 5163.227539
	Iteration 41Q: 3 clusters Score -2841906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2841907.750000 Penalty: 5163.227539
	Iteration 42Q: 3 clusters Score -2841908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2841907.750000 Penalty: 5163.227539
	Iteration 43F: 3 clusters Score -2841908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Entering Unmasked Estep 
Score: -1052705.500000 Penalty: 2344.939697
	Iteration 0F: 2 clusters Score -1052706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1043273.250000 Penalty: 4689.879395
	Iteration 0F: 3 clusters Score -1043273 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1046153.250000 Penalty: 4689.879395
	Iteration 1F: 3 clusters Score -1046153 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1046486.875000 Penalty: 4689.879395
	Iteration 2F: 3 clusters Score -1046487 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1046741.062500 Penalty: 4689.879395
	Iteration 3Q: 3 clusters Score -1046741 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1046928.437500 Penalty: 4689.879395
	Iteration 4Q: 3 clusters Score -1046928 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1047081.500000 Penalty: 4689.879395
	Iteration 5Q: 3 clusters Score -1047082 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1047232.312500 Penalty: 4689.879395
	Iteration 6Q: 3 clusters Score -1047232 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1047363.250000 Penalty: 4689.879395
	Iteration 7Q: 3 clusters Score -1047363 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1047502.125000 Penalty: 4689.879395
	Iteration 8Q: 3 clusters Score -1047502 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1047689.250000 Penalty: 4689.879395
	Iteration 9Q: 3 clusters Score -1047689 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1047900.062500 Penalty: 4689.879395
	Iteration 10Q: 3 clusters Score -1047900 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1048134.750000 Penalty: 4689.879395
	Iteration 11Q: 3 clusters Score -1048135 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1048399.500000 Penalty: 4689.879395
	Iteration 12Q: 3 clusters Score -1048400 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1048646.125000 Penalty: 4689.879395
	Iteration 13Q: 3 clusters Score -1048646 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1048868.500000 Penalty: 4689.879395
	Iteration 14Q: 3 clusters Score -1048868 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1049106.375000 Penalty: 4689.879395
	Iteration 15Q: 3 clusters Score -1049106 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1049372.875000 Penalty: 4689.879395
	Iteration 16Q: 3 clusters Score -1049373 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1049605.000000 Penalty: 4689.879395
	Iteration 17Q: 3 clusters Score -1049605 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1049781.750000 Penalty: 4689.879395
	Iteration 18Q: 3 clusters Score -1049782 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1049924.750000 Penalty: 4689.879395
	Iteration 19Q: 3 clusters Score -1049925 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1050036.000000 Penalty: 4689.879395
	Iteration 20F: 3 clusters Score -1050036 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1050110.375000 Penalty: 4689.879395
	Iteration 21Q: 3 clusters Score -1050110 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1050172.625000 Penalty: 4689.879395
	Iteration 22Q: 3 clusters Score -1050173 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1050220.375000 Penalty: 4689.879395
	Iteration 23Q: 3 clusters Score -1050220 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1050265.375000 Penalty: 4689.879395
	Iteration 24Q: 3 clusters Score -1050265 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1050307.000000 Penalty: 4689.879395
	Iteration 25Q: 3 clusters Score -1050307 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1050348.000000 Penalty: 4689.879395
	Iteration 26Q: 3 clusters Score -1050348 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1050390.000000 Penalty: 4689.879395
	Iteration 27Q: 3 clusters Score -1050390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1050416.000000 Penalty: 4689.879395
	Iteration 28Q: 3 clusters Score -1050416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1050447.625000 Penalty: 4689.879395
	Iteration 29Q: 3 clusters Score -1050448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1050474.875000 Penalty: 4689.879395
	Iteration 30Q: 3 clusters Score -1050475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1050499.625000 Penalty: 4689.879395
	Iteration 31Q: 3 clusters Score -1050500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1050526.500000 Penalty: 4689.879395
	Iteration 32Q: 3 clusters Score -1050526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1050546.625000 Penalty: 4689.879395
	Iteration 33Q: 3 clusters Score -1050547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1050562.875000 Penalty: 4689.879395
	Iteration 34Q: 3 clusters Score -1050563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1050582.750000 Penalty: 4689.879395
	Iteration 35Q: 3 clusters Score -1050583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1050610.125000 Penalty: 4689.879395
	Iteration 36Q: 3 clusters Score -1050610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1050635.250000 Penalty: 4689.879395
	Iteration 37Q: 3 clusters Score -1050635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1050652.500000 Penalty: 4689.879395
	Iteration 38Q: 3 clusters Score -1050652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1050666.500000 Penalty: 4689.879395
	Iteration 39Q: 3 clusters Score -1050666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1050679.375000 Penalty: 4689.879395
	Iteration 40F: 3 clusters Score -1050679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1050693.500000 Penalty: 4689.879395
	Iteration 41Q: 3 clusters Score -1050694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1050704.125000 Penalty: 4689.879395
	Iteration 42Q: 3 clusters Score -1050704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1050706.625000 Penalty: 4689.879395
	Iteration 43Q: 3 clusters Score -1050707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1050710.250000 Penalty: 4689.879395
	Iteration 44Q: 3 clusters Score -1050710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1050714.625000 Penalty: 4689.879395
	Iteration 45Q: 3 clusters Score -1050715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1050719.000000 Penalty: 4689.879395
	Iteration 46Q: 3 clusters Score -1050719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1050721.250000 Penalty: 4689.879395
	Iteration 47Q: 3 clusters Score -1050721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1050724.750000 Penalty: 4689.879395
	Iteration 48Q: 3 clusters Score -1050725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1050726.000000 Penalty: 4689.879395
	Iteration 49Q: 3 clusters Score -1050726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1050726.875000 Penalty: 4689.879395
	Iteration 50Q: 3 clusters Score -1050727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1050731.500000 Penalty: 4689.879395
	Iteration 51Q: 3 clusters Score -1050732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1050737.000000 Penalty: 4689.879395
	Iteration 52Q: 3 clusters Score -1050737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1050737.875000 Penalty: 4689.879395
	Iteration 53Q: 3 clusters Score -1050738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1050737.750000 Penalty: 4689.879395
	Iteration 54Q: 3 clusters Score -1050738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1050740.625000 Penalty: 4689.879395
	Iteration 55Q: 3 clusters Score -1050741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1050741.625000 Penalty: 4689.879395
	Iteration 56Q: 3 clusters Score -1050742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1050741.625000 Penalty: 4689.879395
	Iteration 57F: 3 clusters Score -1050742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -902507.812500 Penalty: 2290.988770
	Iteration 0F: 2 clusters Score -902507.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -894724.750000 Penalty: 4581.977539
	Iteration 0F: 3 clusters Score -894724.8 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -897060.250000 Penalty: 4581.977539
	Iteration 1F: 3 clusters Score -897060.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -897479.187500 Penalty: 4581.977539
	Iteration 2F: 3 clusters Score -897479.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -897764.750000 Penalty: 4581.977539
	Iteration 3F: 3 clusters Score -897764.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -897979.937500 Penalty: 4581.977539
	Iteration 4Q: 3 clusters Score -897979.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -898169.750000 Penalty: 4581.977539
	Iteration 5Q: 3 clusters Score -898169.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -898361.000000 Penalty: 4581.977539
	Iteration 6Q: 3 clusters Score -898361 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -898555.000000 Penalty: 4581.977539
	Iteration 7Q: 3 clusters Score -898555 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -898745.625000 Penalty: 4581.977539
	Iteration 8Q: 3 clusters Score -898745.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -898945.437500 Penalty: 4581.977539
	Iteration 9Q: 3 clusters Score -898945.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -899148.562500 Penalty: 4581.977539
	Iteration 10Q: 3 clusters Score -899148.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -899345.500000 Penalty: 4581.977539
	Iteration 11Q: 3 clusters Score -899345.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -899494.562500 Penalty: 4581.977539
	Iteration 12Q: 3 clusters Score -899494.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -899637.812500 Penalty: 4581.977539
	Iteration 13Q: 3 clusters Score -899637.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -899778.062500 Penalty: 4581.977539
	Iteration 14Q: 3 clusters Score -899778.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -899912.750000 Penalty: 4581.977539
	Iteration 15Q: 3 clusters Score -899912.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -900021.125000 Penalty: 4581.977539
	Iteration 16Q: 3 clusters Score -900021.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -900126.437500 Penalty: 4581.977539
	Iteration 17Q: 3 clusters Score -900126.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -900215.250000 Penalty: 4581.977539
	Iteration 18Q: 3 clusters Score -900215.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -900282.812500 Penalty: 4581.977539
	Iteration 19Q: 3 clusters Score -900282.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -900327.562500 Penalty: 4581.977539
	Iteration 20F: 3 clusters Score -900327.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -900374.187500 Penalty: 4581.977539
	Iteration 21Q: 3 clusters Score -900374.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -900416.500000 Penalty: 4581.977539
	Iteration 22Q: 3 clusters Score -900416.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -900448.062500 Penalty: 4581.977539
	Iteration 23Q: 3 clusters Score -900448.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -900465.125000 Penalty: 4581.977539
	Iteration 24Q: 3 clusters Score -900465.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -900476.562500 Penalty: 4581.977539
	Iteration 25Q: 3 clusters Score -900476.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -900490.375000 Penalty: 4581.977539
	Iteration 26Q: 3 clusters Score -900490.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -900503.500000 Penalty: 4581.977539
	Iteration 27Q: 3 clusters Score -900503.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -900514.187500 Penalty: 4581.977539
	Iteration 28Q: 3 clusters Score -900514.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -900523.875000 Penalty: 4581.977539
	Iteration 29Q: 3 clusters Score -900523.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -900529.437500 Penalty: 4581.977539
	Iteration 30Q: 3 clusters Score -900529.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -900535.500000 Penalty: 4581.977539
	Iteration 31Q: 3 clusters Score -900535.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -900538.250000 Penalty: 4581.977539
	Iteration 32Q: 3 clusters Score -900538.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -900540.687500 Penalty: 4581.977539
	Iteration 33Q: 3 clusters Score -900540.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -900542.562500 Penalty: 4581.977539
	Iteration 34Q: 3 clusters Score -900542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -900546.625000 Penalty: 4581.977539
	Iteration 35Q: 3 clusters Score -900546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -900549.625000 Penalty: 4581.977539
	Iteration 36Q: 3 clusters Score -900549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -900549.562500 Penalty: 4581.977539
	Iteration 37Q: 3 clusters Score -900549.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -900552.125000 Penalty: 4581.977539
	Iteration 38Q: 3 clusters Score -900552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -900553.750000 Penalty: 4581.977539
	Iteration 39Q: 3 clusters Score -900553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -900553.750000 Penalty: 4581.977539
	Iteration 40F: 3 clusters Score -900553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Entering Unmasked Estep 
Score: -1072352.500000 Penalty: 2333.966797
	Iteration 0F: 2 clusters Score -1072352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1063202.750000 Penalty: 4667.933594
	Iteration 0F: 3 clusters Score -1063203 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1066232.625000 Penalty: 4667.933594
	Iteration 1F: 3 clusters Score -1066233 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1066719.875000 Penalty: 4667.933594
	Iteration 2F: 3 clusters Score -1066720 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1067122.250000 Penalty: 4667.933594
	Iteration 3F: 3 clusters Score -1067122 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1067424.250000 Penalty: 4667.933594
	Iteration 4F: 3 clusters Score -1067424 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1067702.750000 Penalty: 4667.933594
	Iteration 5Q: 3 clusters Score -1067703 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1068010.625000 Penalty: 4667.933594
	Iteration 6Q: 3 clusters Score -1068011 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1068323.250000 Penalty: 4667.933594
	Iteration 7Q: 3 clusters Score -1068323 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1068640.500000 Penalty: 4667.933594
	Iteration 8Q: 3 clusters Score -1068640 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1068949.750000 Penalty: 4667.933594
	Iteration 9Q: 3 clusters Score -1068950 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1069246.625000 Penalty: 4667.933594
	Iteration 10Q: 3 clusters Score -1069247 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1069540.000000 Penalty: 4667.933594
	Iteration 11Q: 3 clusters Score -1069540 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1069824.250000 Penalty: 4667.933594
	Iteration 12Q: 3 clusters Score -1069824 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1070059.750000 Penalty: 4667.933594
	Iteration 13Q: 3 clusters Score -1070060 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1070223.125000 Penalty: 4667.933594
	Iteration 14Q: 3 clusters Score -1070223 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1070368.875000 Penalty: 4667.933594
	Iteration 15Q: 3 clusters Score -1070369 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1070473.250000 Penalty: 4667.933594
	Iteration 16Q: 3 clusters Score -1070473 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1070563.250000 Penalty: 4667.933594
	Iteration 17Q: 3 clusters Score -1070563 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1070626.250000 Penalty: 4667.933594
	Iteration 18Q: 3 clusters Score -1070626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1070678.500000 Penalty: 4667.933594
	Iteration 19Q: 3 clusters Score -1070678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1070720.750000 Penalty: 4667.933594
	Iteration 20F: 3 clusters Score -1070721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1070756.125000 Penalty: 4667.933594
	Iteration 21Q: 3 clusters Score -1070756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1070784.875000 Penalty: 4667.933594
	Iteration 22Q: 3 clusters Score -1070785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1070802.125000 Penalty: 4667.933594
	Iteration 23Q: 3 clusters Score -1070802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1070817.250000 Penalty: 4667.933594
	Iteration 24Q: 3 clusters Score -1070817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1070828.125000 Penalty: 4667.933594
	Iteration 25Q: 3 clusters Score -1070828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1070844.250000 Penalty: 4667.933594
	Iteration 26Q: 3 clusters Score -1070844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1070856.375000 Penalty: 4667.933594
	Iteration 27Q: 3 clusters Score -1070856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1070863.875000 Penalty: 4667.933594
	Iteration 28Q: 3 clusters Score -1070864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1070865.500000 Penalty: 4667.933594
	Iteration 29Q: 3 clusters Score -1070866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1070865.750000 Penalty: 4667.933594
	Iteration 30Q: 3 clusters Score -1070866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1070865.500000 Penalty: 4667.933594
	Iteration 31Q: 3 clusters Score -1070866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1070868.250000 Penalty: 4667.933594
	Iteration 32Q: 3 clusters Score -1070868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1070868.250000 Penalty: 4667.933594
	Iteration 33F: 3 clusters Score -1070868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Entering Unmasked Estep 
Score: -692651.375000 Penalty: 2252.855957
	Iteration 0F: 2 clusters Score -692651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -685727.062500 Penalty: 4505.711914
	Iteration 0F: 3 clusters Score -685727.1 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -687880.062500 Penalty: 4505.711914
	Iteration 1F: 3 clusters Score -687880.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -688474.875000 Penalty: 4505.711914
	Iteration 2F: 3 clusters Score -688474.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -689161.562500 Penalty: 4505.711914
	Iteration 3F: 3 clusters Score -689161.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -689989.250000 Penalty: 4505.711914
	Iteration 4F: 3 clusters Score -689989.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -690890.375000 Penalty: 4505.711914
	Iteration 5F: 3 clusters Score -690890.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -691646.250000 Penalty: 4505.711914
	Iteration 6F: 3 clusters Score -691646.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -692083.562500 Penalty: 4505.711914
	Iteration 7F: 3 clusters Score -692083.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -692298.812500 Penalty: 4505.711914
	Iteration 8Q: 3 clusters Score -692298.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -692400.937500 Penalty: 4505.711914
	Iteration 9Q: 3 clusters Score -692400.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -692461.875000 Penalty: 4505.711914
	Iteration 10Q: 3 clusters Score -692461.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -692502.687500 Penalty: 4505.711914
	Iteration 11Q: 3 clusters Score -692502.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -692520.937500 Penalty: 4505.711914
	Iteration 12Q: 3 clusters Score -692520.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -692532.750000 Penalty: 4505.711914
	Iteration 13Q: 3 clusters Score -692532.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -692543.875000 Penalty: 4505.711914
	Iteration 14Q: 3 clusters Score -692543.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -692556.562500 Penalty: 4505.711914
	Iteration 15Q: 3 clusters Score -692556.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -692566.062500 Penalty: 4505.711914
	Iteration 16Q: 3 clusters Score -692566.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -692573.500000 Penalty: 4505.711914
	Iteration 17Q: 3 clusters Score -692573.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -692586.625000 Penalty: 4505.711914
	Iteration 18Q: 3 clusters Score -692586.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -692594.500000 Penalty: 4505.711914
	Iteration 19Q: 3 clusters Score -692594.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -692601.625000 Penalty: 4505.711914
	Iteration 20F: 3 clusters Score -692601.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -692612.000000 Penalty: 4505.711914
	Iteration 21Q: 3 clusters Score -692612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -692617.187500 Penalty: 4505.711914
	Iteration 22Q: 3 clusters Score -692617.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -692625.000000 Penalty: 4505.711914
	Iteration 23Q: 3 clusters Score -692625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -692629.500000 Penalty: 4505.711914
	Iteration 24Q: 3 clusters Score -692629.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -692634.437500 Penalty: 4505.711914
	Iteration 25Q: 3 clusters Score -692634.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -692638.312500 Penalty: 4505.711914
	Iteration 26Q: 3 clusters Score -692638.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -692645.625000 Penalty: 4505.711914
	Iteration 27Q: 3 clusters Score -692645.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -692649.312500 Penalty: 4505.711914
	Iteration 28Q: 3 clusters Score -692649.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -692649.687500 Penalty: 4505.711914
	Iteration 29Q: 3 clusters Score -692649.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -692651.812500 Penalty: 4505.711914
	Iteration 30Q: 3 clusters Score -692651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -692652.375000 Penalty: 4505.711914
	Iteration 31Q: 3 clusters Score -692652.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -692655.687500 Penalty: 4505.711914
	Iteration 32Q: 3 clusters Score -692655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -692656.812500 Penalty: 4505.711914
	Iteration 33Q: 3 clusters Score -692656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -692659.062500 Penalty: 4505.711914
	Iteration 34Q: 3 clusters Score -692659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -692660.625000 Penalty: 4505.711914
	Iteration 35Q: 3 clusters Score -692660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -692661.375000 Penalty: 4505.711914
	Iteration 36Q: 3 clusters Score -692661.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -692661.125000 Penalty: 4505.711914
	Iteration 37Q: 3 clusters Score -692661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -692660.312500 Penalty: 4505.711914
	Iteration 38Q: 3 clusters Score -692660.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -692663.625000 Penalty: 4505.711914
	Iteration 39Q: 3 clusters Score -692663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -692663.250000 Penalty: 4505.711914
	Iteration 40F: 3 clusters Score -692663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -692665.562500 Penalty: 4505.711914
	Iteration 41Q: 3 clusters Score -692665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -692666.625000 Penalty: 4505.711914
	Iteration 42Q: 3 clusters Score -692666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -692668.812500 Penalty: 4505.711914
	Iteration 43Q: 3 clusters Score -692668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -692667.687500 Penalty: 4505.711914
	Iteration 44Q: 3 clusters Score -692667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -692671.812500 Penalty: 4505.711914
	Iteration 45Q: 3 clusters Score -692671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -692672.187500 Penalty: 4505.711914
	Iteration 46Q: 3 clusters Score -692672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -692672.062500 Penalty: 4505.711914
	Iteration 47Q: 3 clusters Score -692672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -692671.125000 Penalty: 4505.711914
	Iteration 48Q: 3 clusters Score -692671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -692671.125000 Penalty: 4505.711914
	Iteration 49F: 3 clusters Score -692671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 5233 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 8406 members 
Mstep: Class 6 contains 23060 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 16905 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 5958 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 33181 members 
Mstep: Class 20 contains 12777 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 12224 members 
Mstep: Class 23 contains 4548 members 
Mstep: Class 24 contains 22942 members 
Mstep: Class 25 contains 11494 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 12879 members 
Mstep: Class 29 contains 8737 members 
Mstep: Class 30 contains 112619 members 
Mstep: Class 31 contains 4266 members 
Entering Unmasked Estep 
Score: -38194396.000000 Penalty: 100329.578125
Splitting cluster 23 changes total score from -38193784.000000 to -38194396.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (22942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Entering Unmasked Estep 
Score: -1971610.625000 Penalty: 2490.099854
	Iteration 0F: 2 clusters Score -1971611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1955623.250000 Penalty: 4980.199707
	Iteration 0F: 3 clusters Score -1955623 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1961184.500000 Penalty: 4980.199707
	Iteration 1F: 3 clusters Score -1961184 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1961749.375000 Penalty: 4980.199707
	Iteration 2F: 3 clusters Score -1961749 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1962393.000000 Penalty: 4980.199707
	Iteration 3F: 3 clusters Score -1962393 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1963071.375000 Penalty: 4980.199707
	Iteration 4F: 3 clusters Score -1963071 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1963762.500000 Penalty: 4980.199707
	Iteration 5F: 3 clusters Score -1963762 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1964394.500000 Penalty: 4980.199707
	Iteration 6F: 3 clusters Score -1964394 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1965071.625000 Penalty: 4980.199707
	Iteration 7F: 3 clusters Score -1965072 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1965721.000000 Penalty: 4980.199707
	Iteration 8Q: 3 clusters Score -1965721 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1966386.375000 Penalty: 4980.199707
	Iteration 9Q: 3 clusters Score -1966386 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1967184.875000 Penalty: 4980.199707
	Iteration 10Q: 3 clusters Score -1967185 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1968066.125000 Penalty: 4980.199707
	Iteration 11Q: 3 clusters Score -1968066 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1968837.500000 Penalty: 4980.199707
	Iteration 12Q: 3 clusters Score -1968838 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1969405.375000 Penalty: 4980.199707
	Iteration 13Q: 3 clusters Score -1969405 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1969738.000000 Penalty: 4980.199707
	Iteration 14Q: 3 clusters Score -1969738 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1969906.375000 Penalty: 4980.199707
	Iteration 15Q: 3 clusters Score -1969906 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1969999.375000 Penalty: 4980.199707
	Iteration 16Q: 3 clusters Score -1969999 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1970032.500000 Penalty: 4980.199707
	Iteration 17Q: 3 clusters Score -1970032 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1970055.375000 Penalty: 4980.199707
	Iteration 18Q: 3 clusters Score -1970055 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1970073.750000 Penalty: 4980.199707
	Iteration 19Q: 3 clusters Score -1970074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1970079.000000 Penalty: 4980.199707
	Iteration 20F: 3 clusters Score -1970079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1970084.000000 Penalty: 4980.199707
	Iteration 21Q: 3 clusters Score -1970084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1970086.125000 Penalty: 4980.199707
	Iteration 22Q: 3 clusters Score -1970086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1970086.625000 Penalty: 4980.199707
	Iteration 23Q: 3 clusters Score -1970087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1970089.375000 Penalty: 4980.199707
	Iteration 24Q: 3 clusters Score -1970089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1970090.750000 Penalty: 4980.199707
	Iteration 25Q: 3 clusters Score -1970091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1970093.375000 Penalty: 4980.199707
	Iteration 26Q: 3 clusters Score -1970093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1970089.625000 Penalty: 4980.199707
	Iteration 27Q: 3 clusters Score -1970090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1970087.625000 Penalty: 4980.199707
	Iteration 28Q: 3 clusters Score -1970088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1970086.625000 Penalty: 4980.199707
	Iteration 29Q: 3 clusters Score -1970087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1970086.375000 Penalty: 4980.199707
	Iteration 30Q: 3 clusters Score -1970086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1970087.625000 Penalty: 4980.199707
	Iteration 31Q: 3 clusters Score -1970088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1970087.250000 Penalty: 4980.199707
	Iteration 32Q: 3 clusters Score -1970087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1970087.250000 Penalty: 4980.199707
	Iteration 33F: 3 clusters Score -1970087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Entering Unmasked Estep 
Score: -998824.875000 Penalty: 2318.696045
	Iteration 0F: 2 clusters Score -998824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -990215.562500 Penalty: 4637.392090
	Iteration 0F: 3 clusters Score -990215.6 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -992870.250000 Penalty: 4637.392090
	Iteration 1F: 3 clusters Score -992870.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -993241.250000 Penalty: 4637.392090
	Iteration 2F: 3 clusters Score -993241.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -993530.937500 Penalty: 4637.392090
	Iteration 3F: 3 clusters Score -993530.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -993801.625000 Penalty: 4637.392090
	Iteration 4Q: 3 clusters Score -993801.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -994076.375000 Penalty: 4637.392090
	Iteration 5Q: 3 clusters Score -994076.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -994401.062500 Penalty: 4637.392090
	Iteration 6Q: 3 clusters Score -994401.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -994915.562500 Penalty: 4637.392090
	Iteration 7Q: 3 clusters Score -994915.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -995933.125000 Penalty: 4637.392090
	Iteration 8F: 3 clusters Score -995933.1 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -998292.500000 Penalty: 4637.392090
	Iteration 9F: 3 clusters Score -998292.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1001935.125000 Penalty: 4637.392090
	Iteration 10F: 3 clusters Score -1001935 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1003268.687500 Penalty: 4637.392090
	Iteration 11Q: 3 clusters Score -1003269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1003297.875000 Penalty: 4637.392090
	Iteration 12Q: 3 clusters Score -1003298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1003301.125000 Penalty: 4637.392090
	Iteration 13Q: 3 clusters Score -1003301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1003301.125000 Penalty: 4637.392090
	Iteration 14F: 3 clusters Score -1003301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 5233 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 8406 members 
Mstep: Class 6 contains 23060 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 16905 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 5958 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 33181 members 
Mstep: Class 20 contains 12777 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 12224 members 
Mstep: Class 23 contains 4548 members 
Mstep: Class 24 contains 22942 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 12879 members 
Mstep: Class 29 contains 8737 members 
Mstep: Class 30 contains 112619 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 4786 members 
Entering Unmasked Estep 
Score: -38198048.000000 Penalty: 103566.023438
Splitting cluster 25 changes total score from -38193784.000000 to -38198048.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (3494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Entering Unmasked Estep 
Score: -242275.015625 Penalty: 2023.382935
	Iteration 0F: 2 clusters Score -242275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -238708.000000 Penalty: 4046.765869
	Iteration 0F: 3 clusters Score -238708 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -239503.593750 Penalty: 4046.765869
	Iteration 1F: 3 clusters Score -239503.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -239744.093750 Penalty: 4046.765869
	Iteration 2F: 3 clusters Score -239744.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -239983.296875 Penalty: 4046.765869
	Iteration 3F: 3 clusters Score -239983.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -240249.937500 Penalty: 4046.765869
	Iteration 4F: 3 clusters Score -240249.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -240510.890625 Penalty: 4046.765869
	Iteration 5F: 3 clusters Score -240510.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -240761.937500 Penalty: 4046.765869
	Iteration 6F: 3 clusters Score -240761.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -240978.546875 Penalty: 4046.765869
	Iteration 7Q: 3 clusters Score -240978.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -241174.375000 Penalty: 4046.765869
	Iteration 8Q: 3 clusters Score -241174.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -241338.625000 Penalty: 4046.765869
	Iteration 9Q: 3 clusters Score -241338.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -241439.062500 Penalty: 4046.765869
	Iteration 10Q: 3 clusters Score -241439.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -241522.953125 Penalty: 4046.765869
	Iteration 11Q: 3 clusters Score -241523 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -241582.703125 Penalty: 4046.765869
	Iteration 12Q: 3 clusters Score -241582.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -241623.843750 Penalty: 4046.765869
	Iteration 13Q: 3 clusters Score -241623.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -241657.984375 Penalty: 4046.765869
	Iteration 14Q: 3 clusters Score -241658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -241677.562500 Penalty: 4046.765869
	Iteration 15Q: 3 clusters Score -241677.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -241687.171875 Penalty: 4046.765869
	Iteration 16Q: 3 clusters Score -241687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -241693.500000 Penalty: 4046.765869
	Iteration 17Q: 3 clusters Score -241693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -241695.062500 Penalty: 4046.765869
	Iteration 18Q: 3 clusters Score -241695.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -241701.640625 Penalty: 4046.765869
	Iteration 19Q: 3 clusters Score -241701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -241704.859375 Penalty: 4046.765869
	Iteration 20F: 3 clusters Score -241704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -241706.859375 Penalty: 4046.765869
	Iteration 21Q: 3 clusters Score -241706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -241708.531250 Penalty: 4046.765869
	Iteration 22Q: 3 clusters Score -241708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -241709.796875 Penalty: 4046.765869
	Iteration 23Q: 3 clusters Score -241709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -241709.796875 Penalty: 4046.765869
	Iteration 24F: 3 clusters Score -241709.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -477655.343750 Penalty: 2133.818115
	Iteration 0F: 2 clusters Score -477655.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -472840.500000 Penalty: 4267.636230
	Iteration 0F: 3 clusters Score -472840.5 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -473969.281250 Penalty: 4267.636230
	Iteration 1F: 3 clusters Score -473969.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -474180.531250 Penalty: 4267.636230
	Iteration 2F: 3 clusters Score -474180.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -474335.500000 Penalty: 4267.636230
	Iteration 3F: 3 clusters Score -474335.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -474450.156250 Penalty: 4267.636230
	Iteration 4Q: 3 clusters Score -474450.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -474547.406250 Penalty: 4267.636230
	Iteration 5Q: 3 clusters Score -474547.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -474643.593750 Penalty: 4267.636230
	Iteration 6Q: 3 clusters Score -474643.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -474728.812500 Penalty: 4267.636230
	Iteration 7Q: 3 clusters Score -474728.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -474811.750000 Penalty: 4267.636230
	Iteration 8Q: 3 clusters Score -474811.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -474880.937500 Penalty: 4267.636230
	Iteration 9Q: 3 clusters Score -474880.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -474953.375000 Penalty: 4267.636230
	Iteration 10Q: 3 clusters Score -474953.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -475020.343750 Penalty: 4267.636230
	Iteration 11Q: 3 clusters Score -475020.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -475084.437500 Penalty: 4267.636230
	Iteration 12Q: 3 clusters Score -475084.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -475144.000000 Penalty: 4267.636230
	Iteration 13Q: 3 clusters Score -475144 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -475190.312500 Penalty: 4267.636230
	Iteration 14Q: 3 clusters Score -475190.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -475234.812500 Penalty: 4267.636230
	Iteration 15Q: 3 clusters Score -475234.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -475278.937500 Penalty: 4267.636230
	Iteration 16Q: 3 clusters Score -475278.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -475323.281250 Penalty: 4267.636230
	Iteration 17Q: 3 clusters Score -475323.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -475363.531250 Penalty: 4267.636230
	Iteration 18Q: 3 clusters Score -475363.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -475405.093750 Penalty: 4267.636230
	Iteration 19Q: 3 clusters Score -475405.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -475441.187500 Penalty: 4267.636230
	Iteration 20F: 3 clusters Score -475441.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -475466.250000 Penalty: 4267.636230
	Iteration 21Q: 3 clusters Score -475466.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -475492.375000 Penalty: 4267.636230
	Iteration 22Q: 3 clusters Score -475492.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -475509.656250 Penalty: 4267.636230
	Iteration 23Q: 3 clusters Score -475509.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -475528.218750 Penalty: 4267.636230
	Iteration 24Q: 3 clusters Score -475528.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -475550.000000 Penalty: 4267.636230
	Iteration 25Q: 3 clusters Score -475550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -475574.281250 Penalty: 4267.636230
	Iteration 26Q: 3 clusters Score -475574.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -475610.406250 Penalty: 4267.636230
	Iteration 27Q: 3 clusters Score -475610.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -475647.437500 Penalty: 4267.636230
	Iteration 28Q: 3 clusters Score -475647.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -475684.781250 Penalty: 4267.636230
	Iteration 29Q: 3 clusters Score -475684.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -475718.093750 Penalty: 4267.636230
	Iteration 30Q: 3 clusters Score -475718.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -475739.156250 Penalty: 4267.636230
	Iteration 31Q: 3 clusters Score -475739.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -475756.781250 Penalty: 4267.636230
	Iteration 32Q: 3 clusters Score -475756.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -475779.218750 Penalty: 4267.636230
	Iteration 33Q: 3 clusters Score -475779.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -475801.062500 Penalty: 4267.636230
	Iteration 34Q: 3 clusters Score -475801.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -475818.531250 Penalty: 4267.636230
	Iteration 35Q: 3 clusters Score -475818.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -475834.437500 Penalty: 4267.636230
	Iteration 36Q: 3 clusters Score -475834.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -475845.656250 Penalty: 4267.636230
	Iteration 37Q: 3 clusters Score -475845.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -475855.687500 Penalty: 4267.636230
	Iteration 38Q: 3 clusters Score -475855.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -475862.750000 Penalty: 4267.636230
	Iteration 39Q: 3 clusters Score -475862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -475867.718750 Penalty: 4267.636230
	Iteration 40F: 3 clusters Score -475867.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -475870.718750 Penalty: 4267.636230
	Iteration 41Q: 3 clusters Score -475870.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -475872.937500 Penalty: 4267.636230
	Iteration 42Q: 3 clusters Score -475872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -475875.593750 Penalty: 4267.636230
	Iteration 43Q: 3 clusters Score -475875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -475877.968750 Penalty: 4267.636230
	Iteration 44Q: 3 clusters Score -475878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -475877.937500 Penalty: 4267.636230
	Iteration 45Q: 3 clusters Score -475877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -475877.937500 Penalty: 4267.636230
	Iteration 46F: 3 clusters Score -475877.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Entering Unmasked Estep 
Score: -1104889.625000 Penalty: 2346.911621
	Iteration 0F: 2 clusters Score -1104890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1095484.500000 Penalty: 4693.823242
	Iteration 0F: 3 clusters Score -1095484 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1098313.750000 Penalty: 4693.823242
	Iteration 1F: 3 clusters Score -1098314 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1098590.125000 Penalty: 4693.823242
	Iteration 2F: 3 clusters Score -1098590 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1098816.375000 Penalty: 4693.823242
	Iteration 3Q: 3 clusters Score -1098816 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1099038.000000 Penalty: 4693.823242
	Iteration 4Q: 3 clusters Score -1099038 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1099274.875000 Penalty: 4693.823242
	Iteration 5Q: 3 clusters Score -1099275 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1099549.875000 Penalty: 4693.823242
	Iteration 6Q: 3 clusters Score -1099550 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1099876.125000 Penalty: 4693.823242
	Iteration 7Q: 3 clusters Score -1099876 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1100289.875000 Penalty: 4693.823242
	Iteration 8Q: 3 clusters Score -1100290 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1100761.750000 Penalty: 4693.823242
	Iteration 9F: 3 clusters Score -1100762 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1101321.500000 Penalty: 4693.823242
	Iteration 10F: 3 clusters Score -1101322 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1101890.750000 Penalty: 4693.823242
	Iteration 11F: 3 clusters Score -1101891 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1102361.000000 Penalty: 4693.823242
	Iteration 12Q: 3 clusters Score -1102361 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1102700.250000 Penalty: 4693.823242
	Iteration 13Q: 3 clusters Score -1102700 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1102929.500000 Penalty: 4693.823242
	Iteration 14Q: 3 clusters Score -1102930 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1103116.125000 Penalty: 4693.823242
	Iteration 15Q: 3 clusters Score -1103116 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1103240.000000 Penalty: 4693.823242
	Iteration 16Q: 3 clusters Score -1103240 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1103330.875000 Penalty: 4693.823242
	Iteration 17Q: 3 clusters Score -1103331 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1103391.500000 Penalty: 4693.823242
	Iteration 18Q: 3 clusters Score -1103392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1103441.500000 Penalty: 4693.823242
	Iteration 19Q: 3 clusters Score -1103442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1103480.375000 Penalty: 4693.823242
	Iteration 20F: 3 clusters Score -1103480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1103514.500000 Penalty: 4693.823242
	Iteration 21Q: 3 clusters Score -1103514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1103534.625000 Penalty: 4693.823242
	Iteration 22Q: 3 clusters Score -1103535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1103551.625000 Penalty: 4693.823242
	Iteration 23Q: 3 clusters Score -1103552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1103563.875000 Penalty: 4693.823242
	Iteration 24Q: 3 clusters Score -1103564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1103567.125000 Penalty: 4693.823242
	Iteration 25Q: 3 clusters Score -1103567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1103575.500000 Penalty: 4693.823242
	Iteration 26Q: 3 clusters Score -1103576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1103579.375000 Penalty: 4693.823242
	Iteration 27Q: 3 clusters Score -1103579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1103582.500000 Penalty: 4693.823242
	Iteration 28Q: 3 clusters Score -1103582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1103586.625000 Penalty: 4693.823242
	Iteration 29Q: 3 clusters Score -1103587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1103593.500000 Penalty: 4693.823242
	Iteration 30Q: 3 clusters Score -1103594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1103593.625000 Penalty: 4693.823242
	Iteration 31Q: 3 clusters Score -1103594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1103596.500000 Penalty: 4693.823242
	Iteration 32Q: 3 clusters Score -1103596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1103598.375000 Penalty: 4693.823242
	Iteration 33Q: 3 clusters Score -1103598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1103601.000000 Penalty: 4693.823242
	Iteration 34Q: 3 clusters Score -1103601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1103601.125000 Penalty: 4693.823242
	Iteration 35Q: 3 clusters Score -1103601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1103601.625000 Penalty: 4693.823242
	Iteration 36Q: 3 clusters Score -1103602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1103601.875000 Penalty: 4693.823242
	Iteration 37Q: 3 clusters Score -1103602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1103605.000000 Penalty: 4693.823242
	Iteration 38Q: 3 clusters Score -1103605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1103605.875000 Penalty: 4693.823242
	Iteration 39Q: 3 clusters Score -1103606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1103607.875000 Penalty: 4693.823242
	Iteration 40F: 3 clusters Score -1103608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -765364.812500 Penalty: 2250.679932
	Iteration 0F: 2 clusters Score -765364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -758476.625000 Penalty: 4501.359863
	Iteration 0F: 3 clusters Score -758476.6 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -760309.062500 Penalty: 4501.359863
	Iteration 1F: 3 clusters Score -760309.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -760612.875000 Penalty: 4501.359863
	Iteration 2F: 3 clusters Score -760612.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -760844.312500 Penalty: 4501.359863
	Iteration 3F: 3 clusters Score -760844.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -761009.937500 Penalty: 4501.359863
	Iteration 4Q: 3 clusters Score -761009.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -761135.625000 Penalty: 4501.359863
	Iteration 5Q: 3 clusters Score -761135.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -761252.000000 Penalty: 4501.359863
	Iteration 6Q: 3 clusters Score -761252 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -761368.687500 Penalty: 4501.359863
	Iteration 7Q: 3 clusters Score -761368.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -761484.937500 Penalty: 4501.359863
	Iteration 8Q: 3 clusters Score -761484.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -761620.062500 Penalty: 4501.359863
	Iteration 9Q: 3 clusters Score -761620.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -761748.812500 Penalty: 4501.359863
	Iteration 10Q: 3 clusters Score -761748.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -761886.125000 Penalty: 4501.359863
	Iteration 11Q: 3 clusters Score -761886.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -762062.437500 Penalty: 4501.359863
	Iteration 12Q: 3 clusters Score -762062.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -762257.375000 Penalty: 4501.359863
	Iteration 13Q: 3 clusters Score -762257.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -762447.187500 Penalty: 4501.359863
	Iteration 14Q: 3 clusters Score -762447.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -762633.812500 Penalty: 4501.359863
	Iteration 15Q: 3 clusters Score -762633.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -762805.312500 Penalty: 4501.359863
	Iteration 16Q: 3 clusters Score -762805.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -762937.312500 Penalty: 4501.359863
	Iteration 17Q: 3 clusters Score -762937.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -763052.562500 Penalty: 4501.359863
	Iteration 18Q: 3 clusters Score -763052.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -763154.625000 Penalty: 4501.359863
	Iteration 19Q: 3 clusters Score -763154.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -763221.375000 Penalty: 4501.359863
	Iteration 20F: 3 clusters Score -763221.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -763267.187500 Penalty: 4501.359863
	Iteration 21Q: 3 clusters Score -763267.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -763295.812500 Penalty: 4501.359863
	Iteration 22Q: 3 clusters Score -763295.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -763317.250000 Penalty: 4501.359863
	Iteration 23Q: 3 clusters Score -763317.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -763336.187500 Penalty: 4501.359863
	Iteration 24Q: 3 clusters Score -763336.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -763355.625000 Penalty: 4501.359863
	Iteration 25Q: 3 clusters Score -763355.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -763365.187500 Penalty: 4501.359863
	Iteration 26Q: 3 clusters Score -763365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -763368.312500 Penalty: 4501.359863
	Iteration 27Q: 3 clusters Score -763368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -763373.812500 Penalty: 4501.359863
	Iteration 28Q: 3 clusters Score -763373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -763377.562500 Penalty: 4501.359863
	Iteration 29Q: 3 clusters Score -763377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -763378.312500 Penalty: 4501.359863
	Iteration 30Q: 3 clusters Score -763378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -763378.312500 Penalty: 4501.359863
	Iteration 31F: 3 clusters Score -763378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 5233 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 8406 members 
Mstep: Class 6 contains 23060 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 16905 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 5958 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 33181 members 
Mstep: Class 20 contains 12777 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 12224 members 
Mstep: Class 23 contains 4548 members 
Mstep: Class 24 contains 22942 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 5454 members 
Mstep: Class 28 contains 12879 members 
Mstep: Class 29 contains 8737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38199232.000000 Penalty: 103566.023438
Iteration 119Q: 33 clusters Score -3.819923e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 7588 members 
Mstep: Class 3 contains 5423 members 
Mstep: Class 4 contains 5926 members 
Mstep: Class 5 contains 8425 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 11073 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13341 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 16976 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 14 contains 9006 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 5957 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 30486 members 
Mstep: Class 19 contains 33865 members 
Mstep: Class 20 contains 12730 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 12224 members 
Mstep: Class 23 contains 4521 members 
Mstep: Class 24 contains 22958 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 3561 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 12917 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 111468 members 
Mstep: Class 31 contains 4019 members 
Mstep: Class 32 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38200452.000000 Penalty: 103566.023438
Iteration 120F: 33 clusters Score -3.820045e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 7588 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 5892 members 
Mstep: Class 5 contains 8426 members 
Mstep: Class 6 contains 23056 members 
Mstep: Class 7 contains 10912 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 16860 members 
Mstep: Class 13 contains 9638 members 
Mstep: Class 14 contains 8701 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 5957 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 30500 members 
Mstep: Class 19 contains 34458 members 
Mstep: Class 20 contains 12711 members 
Mstep: Class 21 contains 10292 members 
Mstep: Class 22 contains 12224 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 22970 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 12951 members 
Mstep: Class 29 contains 8743 members 
Mstep: Class 30 contains 111021 members 
Mstep: Class 31 contains 4322 members 
Mstep: Class 32 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38201152.000000 Penalty: 103566.023438
Iteration 121Q: 33 clusters Score -3.820115e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 8427 members 
Mstep: Class 6 contains 23059 members 
Mstep: Class 7 contains 10799 members 
Mstep: Class 8 contains 9345 members 
Mstep: Class 9 contains 13353 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16780 members 
Mstep: Class 13 contains 9638 members 
Mstep: Class 14 contains 8482 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 5957 members 
Mstep: Class 17 contains 17358 members 
Mstep: Class 18 contains 30507 members 
Mstep: Class 19 contains 35003 members 
Mstep: Class 20 contains 12688 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 12225 members 
Mstep: Class 23 contains 4512 members 
Mstep: Class 24 contains 22983 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3598 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 12989 members 
Mstep: Class 29 contains 8740 members 
Mstep: Class 30 contains 110515 members 
Mstep: Class 31 contains 4538 members 
Mstep: Class 32 contains 4778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38201636.000000 Penalty: 103566.023438
Iteration 122Q: 33 clusters Score -3.820164e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 5673 members 
Mstep: Class 4 contains 5857 members 
Mstep: Class 5 contains 8429 members 
Mstep: Class 6 contains 23061 members 
Mstep: Class 7 contains 10727 members 
Mstep: Class 8 contains 9345 members 
Mstep: Class 9 contains 13386 members 
Mstep: Class 10 contains 5331 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16681 members 
Mstep: Class 13 contains 9636 members 
Mstep: Class 14 contains 8336 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 5957 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 30529 members 
Mstep: Class 19 contains 35522 members 
Mstep: Class 20 contains 12681 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 12225 members 
Mstep: Class 23 contains 4512 members 
Mstep: Class 24 contains 22984 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13029 members 
Mstep: Class 29 contains 8739 members 
Mstep: Class 30 contains 109994 members 
Mstep: Class 31 contains 4695 members 
Mstep: Class 32 contains 4779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38201952.000000 Penalty: 103566.023438
Iteration 123Q: 33 clusters Score -3.820195e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 5849 members 
Mstep: Class 5 contains 8430 members 
Mstep: Class 6 contains 23064 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 13407 members 
Mstep: Class 10 contains 5331 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 16595 members 
Mstep: Class 13 contains 9639 members 
Mstep: Class 14 contains 8236 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 30585 members 
Mstep: Class 19 contains 35980 members 
Mstep: Class 20 contains 12678 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 22988 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3639 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13050 members 
Mstep: Class 29 contains 8741 members 
Mstep: Class 30 contains 109508 members 
Mstep: Class 31 contains 4813 members 
Mstep: Class 32 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38202392.000000 Penalty: 103566.023438
Iteration 124Q: 33 clusters Score -3.820239e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 5842 members 
Mstep: Class 5 contains 8429 members 
Mstep: Class 6 contains 23064 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 13449 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16501 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 8151 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17365 members 
Mstep: Class 18 contains 30635 members 
Mstep: Class 19 contains 36377 members 
Mstep: Class 20 contains 12682 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 12229 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 22985 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3661 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13072 members 
Mstep: Class 29 contains 8741 members 
Mstep: Class 30 contains 109105 members 
Mstep: Class 31 contains 4888 members 
Mstep: Class 32 contains 4781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38202612.000000 Penalty: 103566.023438
Iteration 125Q: 33 clusters Score -3.820261e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 5808 members 
Mstep: Class 4 contains 5843 members 
Mstep: Class 5 contains 8430 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10556 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 13507 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16407 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 8100 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 30661 members 
Mstep: Class 19 contains 36722 members 
Mstep: Class 20 contains 12687 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12231 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 22992 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13087 members 
Mstep: Class 29 contains 8741 members 
Mstep: Class 30 contains 108707 members 
Mstep: Class 31 contains 4945 members 
Mstep: Class 32 contains 4782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38202908.000000 Penalty: 103566.023438
Iteration 126Q: 33 clusters Score -3.820291e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 5856 members 
Mstep: Class 4 contains 5840 members 
Mstep: Class 5 contains 8433 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10514 members 
Mstep: Class 8 contains 9337 members 
Mstep: Class 9 contains 13562 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16332 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 30697 members 
Mstep: Class 19 contains 37012 members 
Mstep: Class 20 contains 12691 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 12232 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 22998 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13102 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 108358 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 4782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38202900.000000 Penalty: 103566.023438
Iteration 127Q: 33 clusters Score -3.82029e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 5903 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 8439 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10485 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13606 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16268 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 8019 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 17358 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 37248 members 
Mstep: Class 20 contains 12692 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 23001 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3694 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13119 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 108016 members 
Mstep: Class 31 contains 5035 members 
Mstep: Class 32 contains 4784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38202968.000000 Penalty: 103566.023438
Iteration 128Q: 33 clusters Score -3.820297e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 5930 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10471 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 13647 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16215 members 
Mstep: Class 13 contains 9639 members 
Mstep: Class 14 contains 8003 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 37416 members 
Mstep: Class 20 contains 12696 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 23004 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3695 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 8744 members 
Mstep: Class 30 contains 107767 members 
Mstep: Class 31 contains 5060 members 
Mstep: Class 32 contains 4784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203040.000000 Penalty: 103566.023438
Iteration 129Q: 33 clusters Score -3.820304e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 5955 members 
Mstep: Class 4 contains 5828 members 
Mstep: Class 5 contains 8442 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13664 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16167 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 7980 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17358 members 
Mstep: Class 18 contains 30857 members 
Mstep: Class 19 contains 37548 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 4525 members 
Mstep: Class 24 contains 23011 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3704 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13145 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 107561 members 
Mstep: Class 31 contains 5084 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203148.000000 Penalty: 103566.023438
Iteration 130Q: 33 clusters Score -3.820315e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 5976 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8442 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 13667 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16137 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 7956 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17359 members 
Mstep: Class 18 contains 30904 members 
Mstep: Class 19 contains 37693 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 4528 members 
Mstep: Class 24 contains 23011 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3716 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13153 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 107368 members 
Mstep: Class 31 contains 5104 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203224.000000 Penalty: 103566.023438
Iteration 131Q: 33 clusters Score -3.820322e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 5994 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 8444 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10437 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 13666 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16106 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 7935 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17359 members 
Mstep: Class 18 contains 30943 members 
Mstep: Class 19 contains 37817 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12237 members 
Mstep: Class 23 contains 4528 members 
Mstep: Class 24 contains 23011 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 3726 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13156 members 
Mstep: Class 29 contains 8746 members 
Mstep: Class 30 contains 107212 members 
Mstep: Class 31 contains 5120 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203376.000000 Penalty: 103566.023438
Iteration 132Q: 33 clusters Score -3.820338e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 6016 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 8446 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10430 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13662 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16071 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 7936 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 30975 members 
Mstep: Class 19 contains 37900 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4531 members 
Mstep: Class 24 contains 23011 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 3731 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13159 members 
Mstep: Class 29 contains 8747 members 
Mstep: Class 30 contains 107079 members 
Mstep: Class 31 contains 5147 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203476.000000 Penalty: 103566.023438
Iteration 133Q: 33 clusters Score -3.820348e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 6038 members 
Mstep: Class 4 contains 5820 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10421 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 13654 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16042 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7926 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17360 members 
Mstep: Class 18 contains 31008 members 
Mstep: Class 19 contains 37975 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12237 members 
Mstep: Class 23 contains 4531 members 
Mstep: Class 24 contains 23010 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3740 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13161 members 
Mstep: Class 29 contains 8749 members 
Mstep: Class 30 contains 106967 members 
Mstep: Class 31 contains 5177 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203512.000000 Penalty: 103566.023438
Iteration 134Q: 33 clusters Score -3.820351e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 6054 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10408 members 
Mstep: Class 8 contains 9339 members 
Mstep: Class 9 contains 13646 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7935 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17359 members 
Mstep: Class 18 contains 31040 members 
Mstep: Class 19 contains 38034 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12237 members 
Mstep: Class 23 contains 4531 members 
Mstep: Class 24 contains 23008 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3740 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 13163 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 106859 members 
Mstep: Class 31 contains 5213 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203436.000000 Penalty: 103566.023438
Iteration 135Q: 33 clusters Score -3.820344e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 5822 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10394 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 13638 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15998 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7929 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17359 members 
Mstep: Class 18 contains 31066 members 
Mstep: Class 19 contains 38077 members 
Mstep: Class 20 contains 12704 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12237 members 
Mstep: Class 23 contains 4536 members 
Mstep: Class 24 contains 23006 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3747 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13162 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 106783 members 
Mstep: Class 31 contains 5243 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203472.000000 Penalty: 103566.023438
Iteration 136Q: 33 clusters Score -3.820347e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10388 members 
Mstep: Class 8 contains 9339 members 
Mstep: Class 9 contains 13628 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15976 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7921 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17358 members 
Mstep: Class 18 contains 31098 members 
Mstep: Class 19 contains 38104 members 
Mstep: Class 20 contains 12704 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 12237 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 23004 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3744 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13165 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 106730 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203544.000000 Penalty: 103566.023438
Iteration 137Q: 33 clusters Score -3.820354e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 6091 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10381 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 13615 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15958 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7918 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17358 members 
Mstep: Class 18 contains 31116 members 
Mstep: Class 19 contains 38158 members 
Mstep: Class 20 contains 12704 members 
Mstep: Class 21 contains 10296 members 
Mstep: Class 22 contains 12237 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 23001 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3750 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13163 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 106670 members 
Mstep: Class 31 contains 5282 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203568.000000 Penalty: 103566.023438
Iteration 138Q: 33 clusters Score -3.820357e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 6104 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10373 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 13607 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15939 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7912 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17356 members 
Mstep: Class 18 contains 31129 members 
Mstep: Class 19 contains 38209 members 
Mstep: Class 20 contains 12704 members 
Mstep: Class 21 contains 10296 members 
Mstep: Class 22 contains 12237 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 23002 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13158 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 106616 members 
Mstep: Class 31 contains 5296 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203596.000000 Penalty: 103566.023438
Iteration 139Q: 33 clusters Score -3.82036e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 5829 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10370 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 13590 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15929 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7908 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17356 members 
Mstep: Class 18 contains 31150 members 
Mstep: Class 19 contains 38228 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 10297 members 
Mstep: Class 22 contains 12237 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 23003 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3765 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13154 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 106578 members 
Mstep: Class 31 contains 5308 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203648.000000 Penalty: 103566.023438
Iteration 140F: 33 clusters Score -3.820365e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 6127 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 13583 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15917 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7908 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 31174 members 
Mstep: Class 19 contains 38231 members 
Mstep: Class 20 contains 12704 members 
Mstep: Class 21 contains 10297 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 23005 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3765 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13152 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 106557 members 
Mstep: Class 31 contains 5317 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203644.000000 Penalty: 103566.023438
Iteration 141Q: 33 clusters Score -3.820364e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10364 members 
Mstep: Class 8 contains 9335 members 
Mstep: Class 9 contains 13580 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15904 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7912 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 31195 members 
Mstep: Class 19 contains 38224 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 23006 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13149 members 
Mstep: Class 29 contains 8751 members 
Mstep: Class 30 contains 106541 members 
Mstep: Class 31 contains 5327 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203600.000000 Penalty: 103566.023438
Iteration 142Q: 33 clusters Score -3.82036e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6139 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10357 members 
Mstep: Class 8 contains 9334 members 
Mstep: Class 9 contains 13582 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15890 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7919 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 31213 members 
Mstep: Class 19 contains 38218 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 23008 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3765 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13152 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106522 members 
Mstep: Class 31 contains 5333 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203652.000000 Penalty: 103566.023438
Iteration 143Q: 33 clusters Score -3.820365e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6145 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10352 members 
Mstep: Class 8 contains 9335 members 
Mstep: Class 9 contains 13585 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15881 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7921 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 31233 members 
Mstep: Class 19 contains 38215 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4544 members 
Mstep: Class 24 contains 23007 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3769 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13151 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106500 members 
Mstep: Class 31 contains 5337 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203672.000000 Penalty: 103566.023438
Iteration 144Q: 33 clusters Score -3.820367e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10352 members 
Mstep: Class 8 contains 9335 members 
Mstep: Class 9 contains 13581 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15872 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7921 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17356 members 
Mstep: Class 18 contains 31258 members 
Mstep: Class 19 contains 38220 members 
Mstep: Class 20 contains 12708 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4545 members 
Mstep: Class 24 contains 23008 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3771 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13150 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106467 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203696.000000 Penalty: 103566.023438
Iteration 145Q: 33 clusters Score -3.82037e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6158 members 
Mstep: Class 4 contains 5829 members 
Mstep: Class 5 contains 8449 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10348 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 13584 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15865 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7923 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 31280 members 
Mstep: Class 19 contains 38206 members 
Mstep: Class 20 contains 12708 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4545 members 
Mstep: Class 24 contains 23010 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3772 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13145 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106456 members 
Mstep: Class 31 contains 5345 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203680.000000 Penalty: 103566.023438
Iteration 146Q: 33 clusters Score -3.820368e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6165 members 
Mstep: Class 4 contains 5829 members 
Mstep: Class 5 contains 8449 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10347 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 13577 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15859 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7926 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17358 members 
Mstep: Class 18 contains 31301 members 
Mstep: Class 19 contains 38198 members 
Mstep: Class 20 contains 12709 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 23009 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13145 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106442 members 
Mstep: Class 31 contains 5350 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203684.000000 Penalty: 103566.023438
Iteration 147Q: 33 clusters Score -3.820368e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6171 members 
Mstep: Class 4 contains 5829 members 
Mstep: Class 5 contains 8449 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10346 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 13586 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15860 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7931 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17359 members 
Mstep: Class 18 contains 31314 members 
Mstep: Class 19 contains 38183 members 
Mstep: Class 20 contains 12709 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4549 members 
Mstep: Class 24 contains 23010 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3767 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13141 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106421 members 
Mstep: Class 31 contains 5355 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203692.000000 Penalty: 103566.023438
Iteration 148Q: 33 clusters Score -3.820369e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6176 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 8449 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10344 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 13589 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15858 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7940 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 17360 members 
Mstep: Class 18 contains 31331 members 
Mstep: Class 19 contains 38171 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 23009 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3766 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13139 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106406 members 
Mstep: Class 31 contains 5354 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203684.000000 Penalty: 103566.023438
Iteration 149Q: 33 clusters Score -3.820368e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 10343 members 
Mstep: Class 8 contains 9337 members 
Mstep: Class 9 contains 13585 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15855 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7943 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17360 members 
Mstep: Class 18 contains 31347 members 
Mstep: Class 19 contains 38167 members 
Mstep: Class 20 contains 12708 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 23010 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3766 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13136 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106393 members 
Mstep: Class 31 contains 5356 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203676.000000 Penalty: 103566.023438
Iteration 150Q: 33 clusters Score -3.820368e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10342 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 13581 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15851 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7944 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17360 members 
Mstep: Class 18 contains 31361 members 
Mstep: Class 19 contains 38159 members 
Mstep: Class 20 contains 12708 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 23010 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106391 members 
Mstep: Class 31 contains 5359 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203692.000000 Penalty: 103566.023438
Iteration 151Q: 33 clusters Score -3.820369e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6178 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10341 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15846 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 31367 members 
Mstep: Class 19 contains 38148 members 
Mstep: Class 20 contains 12709 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 23012 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 3772 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13135 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106386 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203772.000000 Penalty: 103566.023438
Iteration 152Q: 33 clusters Score -3.820377e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6178 members 
Mstep: Class 4 contains 5828 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10338 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13568 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15843 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7959 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 31375 members 
Mstep: Class 19 contains 38146 members 
Mstep: Class 20 contains 12711 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 23012 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3771 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13135 members 
Mstep: Class 29 contains 8752 members 
Mstep: Class 30 contains 106375 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203880.000000 Penalty: 103566.023438
Iteration 153Q: 33 clusters Score -3.820388e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6178 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10338 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13563 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15837 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7961 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17362 members 
Mstep: Class 18 contains 31379 members 
Mstep: Class 19 contains 38148 members 
Mstep: Class 20 contains 12712 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 23015 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3772 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13137 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106371 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203900.000000 Penalty: 103566.023438
Iteration 154Q: 33 clusters Score -3.82039e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6182 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13562 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15829 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7965 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17362 members 
Mstep: Class 18 contains 31379 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 12712 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 23015 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13137 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106371 members 
Mstep: Class 31 contains 5378 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203884.000000 Penalty: 103566.023438
Iteration 155Q: 33 clusters Score -3.820388e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6185 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10338 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13560 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17362 members 
Mstep: Class 18 contains 31380 members 
Mstep: Class 19 contains 38146 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 23016 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3767 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13137 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106372 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203820.000000 Penalty: 103566.023438
Iteration 156Q: 33 clusters Score -3.820382e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6188 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10334 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13564 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15817 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7961 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31376 members 
Mstep: Class 19 contains 38148 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 23016 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3765 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13139 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106371 members 
Mstep: Class 31 contains 5389 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203796.000000 Penalty: 103566.023438
Iteration 157Q: 33 clusters Score -3.82038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10334 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13564 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15812 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31377 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 23015 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3762 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13140 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106371 members 
Mstep: Class 31 contains 5392 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203824.000000 Penalty: 103566.023438
Iteration 158Q: 33 clusters Score -3.820382e+07 nChanged 26
Entering ConstructFrom: 
Score: -38203824.000000 Penalty: 103566.023438
Entering ConstructFrom: 
Trying to split cluster 1 (23692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Entering Unmasked Estep 
Score: -2045739.375000 Penalty: 2498.077393
	Iteration 0F: 2 clusters Score -2045739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2029352.500000 Penalty: 4996.154785
	Iteration 0F: 3 clusters Score -2029352 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2035140.875000 Penalty: 4996.154785
	Iteration 1F: 3 clusters Score -2035141 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2035764.500000 Penalty: 4996.154785
	Iteration 2F: 3 clusters Score -2035764 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2036378.500000 Penalty: 4996.154785
	Iteration 3F: 3 clusters Score -2036378 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2037079.250000 Penalty: 4996.154785
	Iteration 4F: 3 clusters Score -2037079 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2037824.750000 Penalty: 4996.154785
	Iteration 5F: 3 clusters Score -2037825 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2038640.125000 Penalty: 4996.154785
	Iteration 6F: 3 clusters Score -2038640 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2039292.000000 Penalty: 4996.154785
	Iteration 7Q: 3 clusters Score -2039292 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2039761.125000 Penalty: 4996.154785
	Iteration 8Q: 3 clusters Score -2039761 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2040101.750000 Penalty: 4996.154785
	Iteration 9Q: 3 clusters Score -2040102 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2040418.625000 Penalty: 4996.154785
	Iteration 10Q: 3 clusters Score -2040419 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2040717.125000 Penalty: 4996.154785
	Iteration 11Q: 3 clusters Score -2040717 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2040997.750000 Penalty: 4996.154785
	Iteration 12Q: 3 clusters Score -2040998 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2041260.250000 Penalty: 4996.154785
	Iteration 13Q: 3 clusters Score -2041260 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2041499.375000 Penalty: 4996.154785
	Iteration 14Q: 3 clusters Score -2041499 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2041722.125000 Penalty: 4996.154785
	Iteration 15Q: 3 clusters Score -2041722 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2041915.000000 Penalty: 4996.154785
	Iteration 16Q: 3 clusters Score -2041915 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2042050.750000 Penalty: 4996.154785
	Iteration 17Q: 3 clusters Score -2042051 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2042164.250000 Penalty: 4996.154785
	Iteration 18Q: 3 clusters Score -2042164 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2042255.625000 Penalty: 4996.154785
	Iteration 19Q: 3 clusters Score -2042256 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2042325.625000 Penalty: 4996.154785
	Iteration 20F: 3 clusters Score -2042326 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2042384.625000 Penalty: 4996.154785
	Iteration 21Q: 3 clusters Score -2042385 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2042431.500000 Penalty: 4996.154785
	Iteration 22Q: 3 clusters Score -2042432 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2042485.875000 Penalty: 4996.154785
	Iteration 23Q: 3 clusters Score -2042486 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2042518.750000 Penalty: 4996.154785
	Iteration 24Q: 3 clusters Score -2042519 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2042564.625000 Penalty: 4996.154785
	Iteration 25Q: 3 clusters Score -2042565 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2042596.250000 Penalty: 4996.154785
	Iteration 26Q: 3 clusters Score -2042596 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2042639.750000 Penalty: 4996.154785
	Iteration 27Q: 3 clusters Score -2042640 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2042687.625000 Penalty: 4996.154785
	Iteration 28Q: 3 clusters Score -2042688 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2042733.875000 Penalty: 4996.154785
	Iteration 29Q: 3 clusters Score -2042734 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2042781.875000 Penalty: 4996.154785
	Iteration 30Q: 3 clusters Score -2042782 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2042822.875000 Penalty: 4996.154785
	Iteration 31Q: 3 clusters Score -2042823 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2042864.875000 Penalty: 4996.154785
	Iteration 32Q: 3 clusters Score -2042865 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2042899.625000 Penalty: 4996.154785
	Iteration 33Q: 3 clusters Score -2042900 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2042957.125000 Penalty: 4996.154785
	Iteration 34Q: 3 clusters Score -2042957 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2042995.125000 Penalty: 4996.154785
	Iteration 35Q: 3 clusters Score -2042995 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2043034.625000 Penalty: 4996.154785
	Iteration 36Q: 3 clusters Score -2043035 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2043082.750000 Penalty: 4996.154785
	Iteration 37Q: 3 clusters Score -2043083 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2043119.500000 Penalty: 4996.154785
	Iteration 38Q: 3 clusters Score -2043120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2043150.000000 Penalty: 4996.154785
	Iteration 39Q: 3 clusters Score -2043150 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2043180.125000 Penalty: 4996.154785
	Iteration 40F: 3 clusters Score -2043180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2043216.375000 Penalty: 4996.154785
	Iteration 41Q: 3 clusters Score -2043216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2043264.750000 Penalty: 4996.154785
	Iteration 42Q: 3 clusters Score -2043265 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2043314.625000 Penalty: 4996.154785
	Iteration 43Q: 3 clusters Score -2043315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2043356.375000 Penalty: 4996.154785
	Iteration 44Q: 3 clusters Score -2043356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2043378.625000 Penalty: 4996.154785
	Iteration 45Q: 3 clusters Score -2043379 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2043409.125000 Penalty: 4996.154785
	Iteration 46Q: 3 clusters Score -2043409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2043441.500000 Penalty: 4996.154785
	Iteration 47Q: 3 clusters Score -2043442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2043466.375000 Penalty: 4996.154785
	Iteration 48Q: 3 clusters Score -2043466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2043487.875000 Penalty: 4996.154785
	Iteration 49Q: 3 clusters Score -2043488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2043506.750000 Penalty: 4996.154785
	Iteration 50Q: 3 clusters Score -2043507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2043524.125000 Penalty: 4996.154785
	Iteration 51Q: 3 clusters Score -2043524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2043532.500000 Penalty: 4996.154785
	Iteration 52Q: 3 clusters Score -2043532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2043542.375000 Penalty: 4996.154785
	Iteration 53Q: 3 clusters Score -2043542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2043557.750000 Penalty: 4996.154785
	Iteration 54Q: 3 clusters Score -2043558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2043575.000000 Penalty: 4996.154785
	Iteration 55Q: 3 clusters Score -2043575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2043595.625000 Penalty: 4996.154785
	Iteration 56Q: 3 clusters Score -2043596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2043604.250000 Penalty: 4996.154785
	Iteration 57Q: 3 clusters Score -2043604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2043617.250000 Penalty: 4996.154785
	Iteration 58Q: 3 clusters Score -2043617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2043622.875000 Penalty: 4996.154785
	Iteration 59Q: 3 clusters Score -2043623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2043623.875000 Penalty: 4996.154785
	Iteration 60F: 3 clusters Score -2043624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2043629.000000 Penalty: 4996.154785
	Iteration 61Q: 3 clusters Score -2043629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2043634.000000 Penalty: 4996.154785
	Iteration 62Q: 3 clusters Score -2043634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2043637.250000 Penalty: 4996.154785
	Iteration 63Q: 3 clusters Score -2043637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2043637.750000 Penalty: 4996.154785
	Iteration 64Q: 3 clusters Score -2043638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2043645.000000 Penalty: 4996.154785
	Iteration 65Q: 3 clusters Score -2043645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2043649.500000 Penalty: 4996.154785
	Iteration 66Q: 3 clusters Score -2043650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2043651.750000 Penalty: 4996.154785
	Iteration 67Q: 3 clusters Score -2043652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2043655.125000 Penalty: 4996.154785
	Iteration 68Q: 3 clusters Score -2043655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2043655.250000 Penalty: 4996.154785
	Iteration 69Q: 3 clusters Score -2043655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2043655.500000 Penalty: 4996.154785
	Iteration 70Q: 3 clusters Score -2043656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2043656.125000 Penalty: 4996.154785
	Iteration 71Q: 3 clusters Score -2043656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2043656.000000 Penalty: 4996.154785
	Iteration 72Q: 3 clusters Score -2043656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2043656.000000 Penalty: 4996.154785
	Iteration 73F: 3 clusters Score -2043656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Entering Unmasked Estep 
Score: -668914.687500 Penalty: 2215.810303
	Iteration 0F: 2 clusters Score -668914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -662812.312500 Penalty: 4431.620605
	Iteration 0F: 3 clusters Score -662812.3 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -664450.875000 Penalty: 4431.620605
	Iteration 1F: 3 clusters Score -664450.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -664694.875000 Penalty: 4431.620605
	Iteration 2F: 3 clusters Score -664694.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -664862.000000 Penalty: 4431.620605
	Iteration 3F: 3 clusters Score -664862 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -664977.562500 Penalty: 4431.620605
	Iteration 4Q: 3 clusters Score -664977.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -665074.437500 Penalty: 4431.620605
	Iteration 5Q: 3 clusters Score -665074.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -665158.750000 Penalty: 4431.620605
	Iteration 6Q: 3 clusters Score -665158.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -665231.812500 Penalty: 4431.620605
	Iteration 7Q: 3 clusters Score -665231.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -665304.312500 Penalty: 4431.620605
	Iteration 8Q: 3 clusters Score -665304.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -665391.125000 Penalty: 4431.620605
	Iteration 9Q: 3 clusters Score -665391.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -665459.312500 Penalty: 4431.620605
	Iteration 10Q: 3 clusters Score -665459.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -665532.312500 Penalty: 4431.620605
	Iteration 11Q: 3 clusters Score -665532.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -665594.437500 Penalty: 4431.620605
	Iteration 12Q: 3 clusters Score -665594.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -665645.437500 Penalty: 4431.620605
	Iteration 13Q: 3 clusters Score -665645.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -665693.437500 Penalty: 4431.620605
	Iteration 14Q: 3 clusters Score -665693.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -665740.375000 Penalty: 4431.620605
	Iteration 15Q: 3 clusters Score -665740.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -665778.937500 Penalty: 4431.620605
	Iteration 16Q: 3 clusters Score -665778.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -665816.625000 Penalty: 4431.620605
	Iteration 17Q: 3 clusters Score -665816.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -665859.187500 Penalty: 4431.620605
	Iteration 18Q: 3 clusters Score -665859.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -665902.875000 Penalty: 4431.620605
	Iteration 19Q: 3 clusters Score -665902.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -665937.937500 Penalty: 4431.620605
	Iteration 20F: 3 clusters Score -665937.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -665981.125000 Penalty: 4431.620605
	Iteration 21Q: 3 clusters Score -665981.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -666030.625000 Penalty: 4431.620605
	Iteration 22Q: 3 clusters Score -666030.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -666086.750000 Penalty: 4431.620605
	Iteration 23Q: 3 clusters Score -666086.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -666144.687500 Penalty: 4431.620605
	Iteration 24Q: 3 clusters Score -666144.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -666202.812500 Penalty: 4431.620605
	Iteration 25Q: 3 clusters Score -666202.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -666249.187500 Penalty: 4431.620605
	Iteration 26Q: 3 clusters Score -666249.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -666285.312500 Penalty: 4431.620605
	Iteration 27Q: 3 clusters Score -666285.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -666315.250000 Penalty: 4431.620605
	Iteration 28Q: 3 clusters Score -666315.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -666342.812500 Penalty: 4431.620605
	Iteration 29Q: 3 clusters Score -666342.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -666370.875000 Penalty: 4431.620605
	Iteration 30Q: 3 clusters Score -666370.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -666399.375000 Penalty: 4431.620605
	Iteration 31Q: 3 clusters Score -666399.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -666431.062500 Penalty: 4431.620605
	Iteration 32Q: 3 clusters Score -666431.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -666470.437500 Penalty: 4431.620605
	Iteration 33Q: 3 clusters Score -666470.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -666509.125000 Penalty: 4431.620605
	Iteration 34Q: 3 clusters Score -666509.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -666540.500000 Penalty: 4431.620605
	Iteration 35Q: 3 clusters Score -666540.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -666575.250000 Penalty: 4431.620605
	Iteration 36Q: 3 clusters Score -666575.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -666612.750000 Penalty: 4431.620605
	Iteration 37Q: 3 clusters Score -666612.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -666640.875000 Penalty: 4431.620605
	Iteration 38Q: 3 clusters Score -666640.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -666668.937500 Penalty: 4431.620605
	Iteration 39Q: 3 clusters Score -666668.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -666692.562500 Penalty: 4431.620605
	Iteration 40F: 3 clusters Score -666692.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -666719.312500 Penalty: 4431.620605
	Iteration 41Q: 3 clusters Score -666719.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -666743.500000 Penalty: 4431.620605
	Iteration 42Q: 3 clusters Score -666743.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -666771.000000 Penalty: 4431.620605
	Iteration 43Q: 3 clusters Score -666771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -666797.375000 Penalty: 4431.620605
	Iteration 44Q: 3 clusters Score -666797.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -666822.187500 Penalty: 4431.620605
	Iteration 45Q: 3 clusters Score -666822.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -666846.375000 Penalty: 4431.620605
	Iteration 46Q: 3 clusters Score -666846.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -666863.625000 Penalty: 4431.620605
	Iteration 47Q: 3 clusters Score -666863.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -666876.750000 Penalty: 4431.620605
	Iteration 48Q: 3 clusters Score -666876.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -666892.812500 Penalty: 4431.620605
	Iteration 49Q: 3 clusters Score -666892.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -666904.937500 Penalty: 4431.620605
	Iteration 50Q: 3 clusters Score -666904.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -666917.312500 Penalty: 4431.620605
	Iteration 51Q: 3 clusters Score -666917.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -666927.687500 Penalty: 4431.620605
	Iteration 52Q: 3 clusters Score -666927.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -666934.812500 Penalty: 4431.620605
	Iteration 53Q: 3 clusters Score -666934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -666943.000000 Penalty: 4431.620605
	Iteration 54Q: 3 clusters Score -666943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -666953.625000 Penalty: 4431.620605
	Iteration 55Q: 3 clusters Score -666953.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -666958.937500 Penalty: 4431.620605
	Iteration 56Q: 3 clusters Score -666958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -666963.937500 Penalty: 4431.620605
	Iteration 57Q: 3 clusters Score -666963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -666970.875000 Penalty: 4431.620605
	Iteration 58Q: 3 clusters Score -666970.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -666977.750000 Penalty: 4431.620605
	Iteration 59Q: 3 clusters Score -666977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -666981.562500 Penalty: 4431.620605
	Iteration 60F: 3 clusters Score -666981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -666986.250000 Penalty: 4431.620605
	Iteration 61Q: 3 clusters Score -666986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -666989.750000 Penalty: 4431.620605
	Iteration 62Q: 3 clusters Score -666989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -666993.062500 Penalty: 4431.620605
	Iteration 63Q: 3 clusters Score -666993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -666994.625000 Penalty: 4431.620605
	Iteration 64Q: 3 clusters Score -666994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -666996.312500 Penalty: 4431.620605
	Iteration 65Q: 3 clusters Score -666996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -666997.125000 Penalty: 4431.620605
	Iteration 66Q: 3 clusters Score -666997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -666999.937500 Penalty: 4431.620605
	Iteration 67Q: 3 clusters Score -666999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -667003.250000 Penalty: 4431.620605
	Iteration 68Q: 3 clusters Score -667003.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -667006.437500 Penalty: 4431.620605
	Iteration 69Q: 3 clusters Score -667006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -667007.937500 Penalty: 4431.620605
	Iteration 70Q: 3 clusters Score -667007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -667009.687500 Penalty: 4431.620605
	Iteration 71Q: 3 clusters Score -667009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -667009.437500 Penalty: 4431.620605
	Iteration 72Q: 3 clusters Score -667009.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -667010.062500 Penalty: 4431.620605
	Iteration 73Q: 3 clusters Score -667010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -667010.062500 Penalty: 4431.620605
	Iteration 74F: 3 clusters Score -667010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Entering Unmasked Estep 
Score: -594781.375000 Penalty: 2165.291260
	Iteration 0F: 2 clusters Score -594781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -589510.812500 Penalty: 4330.582520
	Iteration 0F: 3 clusters Score -589510.8 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -590863.875000 Penalty: 4330.582520
	Iteration 1F: 3 clusters Score -590863.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -591084.187500 Penalty: 4330.582520
	Iteration 2F: 3 clusters Score -591084.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -591242.500000 Penalty: 4330.582520
	Iteration 3F: 3 clusters Score -591242.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -591336.812500 Penalty: 4330.582520
	Iteration 4Q: 3 clusters Score -591336.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -591402.312500 Penalty: 4330.582520
	Iteration 5Q: 3 clusters Score -591402.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -591445.562500 Penalty: 4330.582520
	Iteration 6Q: 3 clusters Score -591445.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -591486.125000 Penalty: 4330.582520
	Iteration 7Q: 3 clusters Score -591486.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -591521.937500 Penalty: 4330.582520
	Iteration 8Q: 3 clusters Score -591521.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -591552.750000 Penalty: 4330.582520
	Iteration 9Q: 3 clusters Score -591552.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -591589.750000 Penalty: 4330.582520
	Iteration 10Q: 3 clusters Score -591589.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -591626.500000 Penalty: 4330.582520
	Iteration 11Q: 3 clusters Score -591626.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -591661.875000 Penalty: 4330.582520
	Iteration 12Q: 3 clusters Score -591661.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -591696.625000 Penalty: 4330.582520
	Iteration 13Q: 3 clusters Score -591696.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -591731.062500 Penalty: 4330.582520
	Iteration 14Q: 3 clusters Score -591731.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -591767.562500 Penalty: 4330.582520
	Iteration 15Q: 3 clusters Score -591767.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -591800.625000 Penalty: 4330.582520
	Iteration 16Q: 3 clusters Score -591800.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -591845.500000 Penalty: 4330.582520
	Iteration 17Q: 3 clusters Score -591845.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -591890.750000 Penalty: 4330.582520
	Iteration 18Q: 3 clusters Score -591890.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -591936.187500 Penalty: 4330.582520
	Iteration 19Q: 3 clusters Score -591936.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -591986.125000 Penalty: 4330.582520
	Iteration 20F: 3 clusters Score -591986.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -592039.125000 Penalty: 4330.582520
	Iteration 21Q: 3 clusters Score -592039.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -592101.812500 Penalty: 4330.582520
	Iteration 22Q: 3 clusters Score -592101.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -592173.062500 Penalty: 4330.582520
	Iteration 23Q: 3 clusters Score -592173.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -592267.750000 Penalty: 4330.582520
	Iteration 24Q: 3 clusters Score -592267.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -592362.750000 Penalty: 4330.582520
	Iteration 25Q: 3 clusters Score -592362.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -592458.625000 Penalty: 4330.582520
	Iteration 26Q: 3 clusters Score -592458.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -592545.437500 Penalty: 4330.582520
	Iteration 27Q: 3 clusters Score -592545.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -592617.000000 Penalty: 4330.582520
	Iteration 28Q: 3 clusters Score -592617 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -592689.625000 Penalty: 4330.582520
	Iteration 29Q: 3 clusters Score -592689.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -592753.375000 Penalty: 4330.582520
	Iteration 30Q: 3 clusters Score -592753.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -592802.000000 Penalty: 4330.582520
	Iteration 31Q: 3 clusters Score -592802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -592848.562500 Penalty: 4330.582520
	Iteration 32Q: 3 clusters Score -592848.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -592872.687500 Penalty: 4330.582520
	Iteration 33Q: 3 clusters Score -592872.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -592897.000000 Penalty: 4330.582520
	Iteration 34Q: 3 clusters Score -592897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -592913.937500 Penalty: 4330.582520
	Iteration 35Q: 3 clusters Score -592913.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -592929.562500 Penalty: 4330.582520
	Iteration 36Q: 3 clusters Score -592929.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -592942.437500 Penalty: 4330.582520
	Iteration 37Q: 3 clusters Score -592942.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -592954.250000 Penalty: 4330.582520
	Iteration 38Q: 3 clusters Score -592954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -592959.875000 Penalty: 4330.582520
	Iteration 39Q: 3 clusters Score -592959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -592966.500000 Penalty: 4330.582520
	Iteration 40F: 3 clusters Score -592966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -592972.250000 Penalty: 4330.582520
	Iteration 41Q: 3 clusters Score -592972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -592977.687500 Penalty: 4330.582520
	Iteration 42Q: 3 clusters Score -592977.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -592981.500000 Penalty: 4330.582520
	Iteration 43Q: 3 clusters Score -592981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -592985.000000 Penalty: 4330.582520
	Iteration 44Q: 3 clusters Score -592985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -592988.625000 Penalty: 4330.582520
	Iteration 45Q: 3 clusters Score -592988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -592991.437500 Penalty: 4330.582520
	Iteration 46Q: 3 clusters Score -592991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -592993.937500 Penalty: 4330.582520
	Iteration 47Q: 3 clusters Score -592993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -592995.062500 Penalty: 4330.582520
	Iteration 48Q: 3 clusters Score -592995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -592995.312500 Penalty: 4330.582520
	Iteration 49Q: 3 clusters Score -592995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -592997.062500 Penalty: 4330.582520
	Iteration 50Q: 3 clusters Score -592997.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -593001.687500 Penalty: 4330.582520
	Iteration 51Q: 3 clusters Score -593001.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -593006.187500 Penalty: 4330.582520
	Iteration 52Q: 3 clusters Score -593006.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -593014.250000 Penalty: 4330.582520
	Iteration 53Q: 3 clusters Score -593014.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -593020.500000 Penalty: 4330.582520
	Iteration 54Q: 3 clusters Score -593020.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -593029.500000 Penalty: 4330.582520
	Iteration 55Q: 3 clusters Score -593029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -593032.375000 Penalty: 4330.582520
	Iteration 56Q: 3 clusters Score -593032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -593036.187500 Penalty: 4330.582520
	Iteration 57Q: 3 clusters Score -593036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -593038.375000 Penalty: 4330.582520
	Iteration 58Q: 3 clusters Score -593038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -593039.562500 Penalty: 4330.582520
	Iteration 59Q: 3 clusters Score -593039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -593042.250000 Penalty: 4330.582520
	Iteration 60F: 3 clusters Score -593042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -593043.375000 Penalty: 4330.582520
	Iteration 61Q: 3 clusters Score -593043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -593044.687500 Penalty: 4330.582520
	Iteration 62Q: 3 clusters Score -593044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -593047.500000 Penalty: 4330.582520
	Iteration 63Q: 3 clusters Score -593047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -593047.937500 Penalty: 4330.582520
	Iteration 64Q: 3 clusters Score -593047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -593050.562500 Penalty: 4330.582520
	Iteration 65Q: 3 clusters Score -593050.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -593050.562500 Penalty: 4330.582520
	Iteration 66F: 3 clusters Score -593050.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Entering Unmasked Estep 
Score: -444322.187500 Penalty: 2150.181396
	Iteration 0F: 2 clusters Score -444322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -439270.750000 Penalty: 4300.362793
	Iteration 0F: 3 clusters Score -439270.8 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -440544.656250 Penalty: 4300.362793
	Iteration 1F: 3 clusters Score -440544.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -440811.406250 Penalty: 4300.362793
	Iteration 2F: 3 clusters Score -440811.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -441006.937500 Penalty: 4300.362793
	Iteration 3F: 3 clusters Score -441006.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -441153.781250 Penalty: 4300.362793
	Iteration 4Q: 3 clusters Score -441153.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -441288.343750 Penalty: 4300.362793
	Iteration 5Q: 3 clusters Score -441288.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -441402.843750 Penalty: 4300.362793
	Iteration 6Q: 3 clusters Score -441402.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -441492.656250 Penalty: 4300.362793
	Iteration 7Q: 3 clusters Score -441492.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -441580.875000 Penalty: 4300.362793
	Iteration 8Q: 3 clusters Score -441580.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -441663.125000 Penalty: 4300.362793
	Iteration 9Q: 3 clusters Score -441663.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -441719.406250 Penalty: 4300.362793
	Iteration 10Q: 3 clusters Score -441719.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -441760.312500 Penalty: 4300.362793
	Iteration 11Q: 3 clusters Score -441760.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -441789.531250 Penalty: 4300.362793
	Iteration 12Q: 3 clusters Score -441789.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -441814.812500 Penalty: 4300.362793
	Iteration 13Q: 3 clusters Score -441814.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -441839.562500 Penalty: 4300.362793
	Iteration 14Q: 3 clusters Score -441839.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -441861.187500 Penalty: 4300.362793
	Iteration 15Q: 3 clusters Score -441861.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -441884.531250 Penalty: 4300.362793
	Iteration 16Q: 3 clusters Score -441884.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -441907.125000 Penalty: 4300.362793
	Iteration 17Q: 3 clusters Score -441907.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -441929.406250 Penalty: 4300.362793
	Iteration 18Q: 3 clusters Score -441929.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -441951.812500 Penalty: 4300.362793
	Iteration 19Q: 3 clusters Score -441951.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -441981.062500 Penalty: 4300.362793
	Iteration 20F: 3 clusters Score -441981.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -442019.781250 Penalty: 4300.362793
	Iteration 21Q: 3 clusters Score -442019.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -442062.656250 Penalty: 4300.362793
	Iteration 22Q: 3 clusters Score -442062.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -442106.843750 Penalty: 4300.362793
	Iteration 23Q: 3 clusters Score -442106.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -442155.718750 Penalty: 4300.362793
	Iteration 24Q: 3 clusters Score -442155.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -442222.656250 Penalty: 4300.362793
	Iteration 25Q: 3 clusters Score -442222.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -442302.062500 Penalty: 4300.362793
	Iteration 26Q: 3 clusters Score -442302.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -442397.031250 Penalty: 4300.362793
	Iteration 27Q: 3 clusters Score -442397 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -442542.937500 Penalty: 4300.362793
	Iteration 28Q: 3 clusters Score -442542.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -442709.093750 Penalty: 4300.362793
	Iteration 29Q: 3 clusters Score -442709.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -442881.968750 Penalty: 4300.362793
	Iteration 30Q: 3 clusters Score -442882 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -443049.656250 Penalty: 4300.362793
	Iteration 31Q: 3 clusters Score -443049.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -443203.531250 Penalty: 4300.362793
	Iteration 32Q: 3 clusters Score -443203.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -443325.062500 Penalty: 4300.362793
	Iteration 33Q: 3 clusters Score -443325.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -443418.437500 Penalty: 4300.362793
	Iteration 34Q: 3 clusters Score -443418.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -443465.687500 Penalty: 4300.362793
	Iteration 35Q: 3 clusters Score -443465.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -443491.906250 Penalty: 4300.362793
	Iteration 36Q: 3 clusters Score -443491.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -443508.968750 Penalty: 4300.362793
	Iteration 37Q: 3 clusters Score -443509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -443520.125000 Penalty: 4300.362793
	Iteration 38Q: 3 clusters Score -443520.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -443526.968750 Penalty: 4300.362793
	Iteration 39Q: 3 clusters Score -443527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -443531.750000 Penalty: 4300.362793
	Iteration 40F: 3 clusters Score -443531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -443535.250000 Penalty: 4300.362793
	Iteration 41Q: 3 clusters Score -443535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -443536.031250 Penalty: 4300.362793
	Iteration 42Q: 3 clusters Score -443536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -443537.031250 Penalty: 4300.362793
	Iteration 43Q: 3 clusters Score -443537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -443538.375000 Penalty: 4300.362793
	Iteration 44Q: 3 clusters Score -443538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -443539.468750 Penalty: 4300.362793
	Iteration 45Q: 3 clusters Score -443539.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -443540.781250 Penalty: 4300.362793
	Iteration 46Q: 3 clusters Score -443540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -443541.031250 Penalty: 4300.362793
	Iteration 47Q: 3 clusters Score -443541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -443540.937500 Penalty: 4300.362793
	Iteration 48Q: 3 clusters Score -443540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -443542.906250 Penalty: 4300.362793
	Iteration 49Q: 3 clusters Score -443542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -443542.718750 Penalty: 4300.362793
	Iteration 50Q: 3 clusters Score -443542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -443543.781250 Penalty: 4300.362793
	Iteration 51Q: 3 clusters Score -443543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -443544.187500 Penalty: 4300.362793
	Iteration 52Q: 3 clusters Score -443544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -443544.343750 Penalty: 4300.362793
	Iteration 53Q: 3 clusters Score -443544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -443544.562500 Penalty: 4300.362793
	Iteration 54Q: 3 clusters Score -443544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -443545.281250 Penalty: 4300.362793
	Iteration 55Q: 3 clusters Score -443545.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -443545.281250 Penalty: 4300.362793
	Iteration 56F: 3 clusters Score -443545.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Entering Unmasked Estep 
Score: -726588.812500 Penalty: 2242.396484
	Iteration 0F: 2 clusters Score -726588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -719876.250000 Penalty: 4484.792969
	Iteration 0F: 3 clusters Score -719876.2 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -721741.000000 Penalty: 4484.792969
	Iteration 1F: 3 clusters Score -721741 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -722023.312500 Penalty: 4484.792969
	Iteration 2F: 3 clusters Score -722023.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -722282.062500 Penalty: 4484.792969
	Iteration 3F: 3 clusters Score -722282.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -722542.687500 Penalty: 4484.792969
	Iteration 4Q: 3 clusters Score -722542.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -722849.375000 Penalty: 4484.792969
	Iteration 5Q: 3 clusters Score -722849.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -723231.312500 Penalty: 4484.792969
	Iteration 6F: 3 clusters Score -723231.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -723627.750000 Penalty: 4484.792969
	Iteration 7F: 3 clusters Score -723627.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -724020.875000 Penalty: 4484.792969
	Iteration 8F: 3 clusters Score -724020.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -724325.875000 Penalty: 4484.792969
	Iteration 9F: 3 clusters Score -724325.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -724580.437500 Penalty: 4484.792969
	Iteration 10Q: 3 clusters Score -724580.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -724754.000000 Penalty: 4484.792969
	Iteration 11Q: 3 clusters Score -724754 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -724869.750000 Penalty: 4484.792969
	Iteration 12Q: 3 clusters Score -724869.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -724935.562500 Penalty: 4484.792969
	Iteration 13Q: 3 clusters Score -724935.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -724979.312500 Penalty: 4484.792969
	Iteration 14Q: 3 clusters Score -724979.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -725006.625000 Penalty: 4484.792969
	Iteration 15Q: 3 clusters Score -725006.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -725022.750000 Penalty: 4484.792969
	Iteration 16Q: 3 clusters Score -725022.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -725036.125000 Penalty: 4484.792969
	Iteration 17Q: 3 clusters Score -725036.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -725044.750000 Penalty: 4484.792969
	Iteration 18Q: 3 clusters Score -725044.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -725053.500000 Penalty: 4484.792969
	Iteration 19Q: 3 clusters Score -725053.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -725061.500000 Penalty: 4484.792969
	Iteration 20F: 3 clusters Score -725061.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -725070.687500 Penalty: 4484.792969
	Iteration 21Q: 3 clusters Score -725070.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -725079.875000 Penalty: 4484.792969
	Iteration 22Q: 3 clusters Score -725079.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -725086.375000 Penalty: 4484.792969
	Iteration 23Q: 3 clusters Score -725086.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -725092.125000 Penalty: 4484.792969
	Iteration 24Q: 3 clusters Score -725092.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -725098.937500 Penalty: 4484.792969
	Iteration 25Q: 3 clusters Score -725098.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -725105.687500 Penalty: 4484.792969
	Iteration 26Q: 3 clusters Score -725105.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -725107.625000 Penalty: 4484.792969
	Iteration 27Q: 3 clusters Score -725107.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -725109.687500 Penalty: 4484.792969
	Iteration 28Q: 3 clusters Score -725109.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -725110.750000 Penalty: 4484.792969
	Iteration 29Q: 3 clusters Score -725110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -725114.687500 Penalty: 4484.792969
	Iteration 30Q: 3 clusters Score -725114.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -725117.625000 Penalty: 4484.792969
	Iteration 31Q: 3 clusters Score -725117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -725118.500000 Penalty: 4484.792969
	Iteration 32Q: 3 clusters Score -725118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -725120.750000 Penalty: 4484.792969
	Iteration 33Q: 3 clusters Score -725120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -725121.125000 Penalty: 4484.792969
	Iteration 34Q: 3 clusters Score -725121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -725120.937500 Penalty: 4484.792969
	Iteration 35Q: 3 clusters Score -725120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -725121.250000 Penalty: 4484.792969
	Iteration 36Q: 3 clusters Score -725121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -725122.562500 Penalty: 4484.792969
	Iteration 37Q: 3 clusters Score -725122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -725122.312500 Penalty: 4484.792969
	Iteration 38Q: 3 clusters Score -725122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -725123.562500 Penalty: 4484.792969
	Iteration 39Q: 3 clusters Score -725123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -725125.687500 Penalty: 4484.792969
	Iteration 40F: 3 clusters Score -725125.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -725127.187500 Penalty: 4484.792969
	Iteration 41Q: 3 clusters Score -725127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -725127.125000 Penalty: 4484.792969
	Iteration 42Q: 3 clusters Score -725127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -725127.125000 Penalty: 4484.792969
	Iteration 43F: 3 clusters Score -725127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Entering Unmasked Estep 
Score: -2008998.625000 Penalty: 2491.404297
	Iteration 0F: 2 clusters Score -2008999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1992948.625000 Penalty: 4982.808594
	Iteration 0F: 3 clusters Score -1992949 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1998582.875000 Penalty: 4982.808594
	Iteration 1F: 3 clusters Score -1998583 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1999107.625000 Penalty: 4982.808594
	Iteration 2F: 3 clusters Score -1999108 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1999582.500000 Penalty: 4982.808594
	Iteration 3F: 3 clusters Score -1999582 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2000043.250000 Penalty: 4982.808594
	Iteration 4Q: 3 clusters Score -2000043 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2000579.375000 Penalty: 4982.808594
	Iteration 5Q: 3 clusters Score -2000579 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2001218.250000 Penalty: 4982.808594
	Iteration 6F: 3 clusters Score -2001218 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2002027.500000 Penalty: 4982.808594
	Iteration 7F: 3 clusters Score -2002028 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2002898.375000 Penalty: 4982.808594
	Iteration 8F: 3 clusters Score -2002898 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2003751.000000 Penalty: 4982.808594
	Iteration 9F: 3 clusters Score -2003751 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2004544.000000 Penalty: 4982.808594
	Iteration 10Q: 3 clusters Score -2004544 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2005252.875000 Penalty: 4982.808594
	Iteration 11Q: 3 clusters Score -2005253 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2005704.250000 Penalty: 4982.808594
	Iteration 12Q: 3 clusters Score -2005704 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2006050.125000 Penalty: 4982.808594
	Iteration 13Q: 3 clusters Score -2006050 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2006292.500000 Penalty: 4982.808594
	Iteration 14Q: 3 clusters Score -2006292 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2006442.000000 Penalty: 4982.808594
	Iteration 15Q: 3 clusters Score -2006442 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2006531.125000 Penalty: 4982.808594
	Iteration 16Q: 3 clusters Score -2006531 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2006613.875000 Penalty: 4982.808594
	Iteration 17Q: 3 clusters Score -2006614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2006676.375000 Penalty: 4982.808594
	Iteration 18Q: 3 clusters Score -2006676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2006719.500000 Penalty: 4982.808594
	Iteration 19Q: 3 clusters Score -2006720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2006752.500000 Penalty: 4982.808594
	Iteration 20F: 3 clusters Score -2006752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2006781.375000 Penalty: 4982.808594
	Iteration 21Q: 3 clusters Score -2006781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2006801.625000 Penalty: 4982.808594
	Iteration 22Q: 3 clusters Score -2006802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2006826.375000 Penalty: 4982.808594
	Iteration 23Q: 3 clusters Score -2006826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2006852.875000 Penalty: 4982.808594
	Iteration 24Q: 3 clusters Score -2006853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2006874.750000 Penalty: 4982.808594
	Iteration 25Q: 3 clusters Score -2006875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2006887.750000 Penalty: 4982.808594
	Iteration 26Q: 3 clusters Score -2006888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2006891.750000 Penalty: 4982.808594
	Iteration 27Q: 3 clusters Score -2006892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2006890.500000 Penalty: 4982.808594
	Iteration 28Q: 3 clusters Score -2006890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2006895.000000 Penalty: 4982.808594
	Iteration 29Q: 3 clusters Score -2006895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2006899.125000 Penalty: 4982.808594
	Iteration 30Q: 3 clusters Score -2006899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2006900.375000 Penalty: 4982.808594
	Iteration 31Q: 3 clusters Score -2006900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2006904.750000 Penalty: 4982.808594
	Iteration 32Q: 3 clusters Score -2006905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2006905.500000 Penalty: 4982.808594
	Iteration 33Q: 3 clusters Score -2006906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2006911.000000 Penalty: 4982.808594
	Iteration 34Q: 3 clusters Score -2006911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2006914.125000 Penalty: 4982.808594
	Iteration 35Q: 3 clusters Score -2006914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2006912.000000 Penalty: 4982.808594
	Iteration 36Q: 3 clusters Score -2006912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2006914.000000 Penalty: 4982.808594
	Iteration 37Q: 3 clusters Score -2006914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2006916.125000 Penalty: 4982.808594
	Iteration 38Q: 3 clusters Score -2006916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2006916.125000 Penalty: 4982.808594
	Iteration 39F: 3 clusters Score -2006916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Entering Unmasked Estep 
Score: -816666.750000 Penalty: 2292.312256
	Iteration 0F: 2 clusters Score -816666.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -808882.687500 Penalty: 4584.624512
	Iteration 0F: 3 clusters Score -808882.7 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -811485.500000 Penalty: 4584.624512
	Iteration 1F: 3 clusters Score -811485.5 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -812294.500000 Penalty: 4584.624512
	Iteration 2F: 3 clusters Score -812294.5 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -813150.500000 Penalty: 4584.624512
	Iteration 3F: 3 clusters Score -813150.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -813849.875000 Penalty: 4584.624512
	Iteration 4F: 3 clusters Score -813849.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -814388.062500 Penalty: 4584.624512
	Iteration 5F: 3 clusters Score -814388.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -814763.250000 Penalty: 4584.624512
	Iteration 6Q: 3 clusters Score -814763.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -815040.937500 Penalty: 4584.624512
	Iteration 7Q: 3 clusters Score -815040.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -815262.500000 Penalty: 4584.624512
	Iteration 8Q: 3 clusters Score -815262.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -815402.375000 Penalty: 4584.624512
	Iteration 9Q: 3 clusters Score -815402.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -815504.000000 Penalty: 4584.624512
	Iteration 10Q: 3 clusters Score -815504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -815569.750000 Penalty: 4584.624512
	Iteration 11Q: 3 clusters Score -815569.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -815619.312500 Penalty: 4584.624512
	Iteration 12Q: 3 clusters Score -815619.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -815662.687500 Penalty: 4584.624512
	Iteration 13Q: 3 clusters Score -815662.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -815693.750000 Penalty: 4584.624512
	Iteration 14Q: 3 clusters Score -815693.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -815709.875000 Penalty: 4584.624512
	Iteration 15Q: 3 clusters Score -815709.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -815723.125000 Penalty: 4584.624512
	Iteration 16Q: 3 clusters Score -815723.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -815733.125000 Penalty: 4584.624512
	Iteration 17Q: 3 clusters Score -815733.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -815736.812500 Penalty: 4584.624512
	Iteration 18Q: 3 clusters Score -815736.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -815743.562500 Penalty: 4584.624512
	Iteration 19Q: 3 clusters Score -815743.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -815751.437500 Penalty: 4584.624512
	Iteration 20F: 3 clusters Score -815751.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -815752.500000 Penalty: 4584.624512
	Iteration 21Q: 3 clusters Score -815752.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -815758.500000 Penalty: 4584.624512
	Iteration 22Q: 3 clusters Score -815758.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -815761.312500 Penalty: 4584.624512
	Iteration 23Q: 3 clusters Score -815761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -815764.000000 Penalty: 4584.624512
	Iteration 24Q: 3 clusters Score -815764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -815762.937500 Penalty: 4584.624512
	Iteration 25Q: 3 clusters Score -815762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -815762.500000 Penalty: 4584.624512
	Iteration 26Q: 3 clusters Score -815762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -815764.312500 Penalty: 4584.624512
	Iteration 27Q: 3 clusters Score -815764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -815764.625000 Penalty: 4584.624512
	Iteration 28Q: 3 clusters Score -815764.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -815764.625000 Penalty: 4584.624512
	Iteration 29F: 3 clusters Score -815764.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Entering Unmasked Estep 
Score: -809140.812500 Penalty: 2267.284424
	Iteration 0F: 2 clusters Score -809140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -801873.812500 Penalty: 4534.568848
	Iteration 0F: 3 clusters Score -801873.8 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -803963.812500 Penalty: 4534.568848
	Iteration 1F: 3 clusters Score -803963.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -804265.125000 Penalty: 4534.568848
	Iteration 2F: 3 clusters Score -804265.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -804526.437500 Penalty: 4534.568848
	Iteration 3F: 3 clusters Score -804526.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -804753.812500 Penalty: 4534.568848
	Iteration 4Q: 3 clusters Score -804753.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -804974.625000 Penalty: 4534.568848
	Iteration 5Q: 3 clusters Score -804974.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -805193.500000 Penalty: 4534.568848
	Iteration 6Q: 3 clusters Score -805193.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -805401.375000 Penalty: 4534.568848
	Iteration 7Q: 3 clusters Score -805401.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -805604.250000 Penalty: 4534.568848
	Iteration 8Q: 3 clusters Score -805604.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -805766.375000 Penalty: 4534.568848
	Iteration 9Q: 3 clusters Score -805766.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -805927.250000 Penalty: 4534.568848
	Iteration 10Q: 3 clusters Score -805927.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -806098.625000 Penalty: 4534.568848
	Iteration 11Q: 3 clusters Score -806098.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -806268.687500 Penalty: 4534.568848
	Iteration 12Q: 3 clusters Score -806268.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -806427.437500 Penalty: 4534.568848
	Iteration 13Q: 3 clusters Score -806427.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -806555.250000 Penalty: 4534.568848
	Iteration 14Q: 3 clusters Score -806555.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -806662.437500 Penalty: 4534.568848
	Iteration 15Q: 3 clusters Score -806662.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -806755.125000 Penalty: 4534.568848
	Iteration 16Q: 3 clusters Score -806755.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -806817.812500 Penalty: 4534.568848
	Iteration 17Q: 3 clusters Score -806817.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -806856.500000 Penalty: 4534.568848
	Iteration 18Q: 3 clusters Score -806856.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -806880.500000 Penalty: 4534.568848
	Iteration 19Q: 3 clusters Score -806880.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -806900.562500 Penalty: 4534.568848
	Iteration 20F: 3 clusters Score -806900.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -806913.625000 Penalty: 4534.568848
	Iteration 21Q: 3 clusters Score -806913.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -806921.562500 Penalty: 4534.568848
	Iteration 22Q: 3 clusters Score -806921.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -806927.500000 Penalty: 4534.568848
	Iteration 23Q: 3 clusters Score -806927.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -806931.312500 Penalty: 4534.568848
	Iteration 24Q: 3 clusters Score -806931.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -806934.562500 Penalty: 4534.568848
	Iteration 25Q: 3 clusters Score -806934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -806938.937500 Penalty: 4534.568848
	Iteration 26Q: 3 clusters Score -806938.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -806940.875000 Penalty: 4534.568848
	Iteration 27Q: 3 clusters Score -806940.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -806944.687500 Penalty: 4534.568848
	Iteration 28Q: 3 clusters Score -806944.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -806944.000000 Penalty: 4534.568848
	Iteration 29Q: 3 clusters Score -806944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -806944.937500 Penalty: 4534.568848
	Iteration 30Q: 3 clusters Score -806944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -806944.937500 Penalty: 4534.568848
	Iteration 31F: 3 clusters Score -806944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Entering Unmasked Estep 
Score: -1111656.500000 Penalty: 2359.744873
	Iteration 0F: 2 clusters Score -1111656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1101636.375000 Penalty: 4719.489746
	Iteration 0F: 3 clusters Score -1101636 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1104870.750000 Penalty: 4719.489746
	Iteration 1F: 3 clusters Score -1104871 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1105379.375000 Penalty: 4719.489746
	Iteration 2F: 3 clusters Score -1105379 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1105858.250000 Penalty: 4719.489746
	Iteration 3F: 3 clusters Score -1105858 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1106376.625000 Penalty: 4719.489746
	Iteration 4F: 3 clusters Score -1106377 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1106921.250000 Penalty: 4719.489746
	Iteration 5F: 3 clusters Score -1106921 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1107443.750000 Penalty: 4719.489746
	Iteration 6F: 3 clusters Score -1107444 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1107948.375000 Penalty: 4719.489746
	Iteration 7F: 3 clusters Score -1107948 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1108426.000000 Penalty: 4719.489746
	Iteration 8Q: 3 clusters Score -1108426 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1108799.250000 Penalty: 4719.489746
	Iteration 9Q: 3 clusters Score -1108799 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1109084.375000 Penalty: 4719.489746
	Iteration 10Q: 3 clusters Score -1109084 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1109255.125000 Penalty: 4719.489746
	Iteration 11Q: 3 clusters Score -1109255 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1109363.375000 Penalty: 4719.489746
	Iteration 12Q: 3 clusters Score -1109363 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1109447.750000 Penalty: 4719.489746
	Iteration 13Q: 3 clusters Score -1109448 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1109501.375000 Penalty: 4719.489746
	Iteration 14Q: 3 clusters Score -1109501 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1109539.125000 Penalty: 4719.489746
	Iteration 15Q: 3 clusters Score -1109539 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1109568.375000 Penalty: 4719.489746
	Iteration 16Q: 3 clusters Score -1109568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1109592.000000 Penalty: 4719.489746
	Iteration 17Q: 3 clusters Score -1109592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1109617.625000 Penalty: 4719.489746
	Iteration 18Q: 3 clusters Score -1109618 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1109642.250000 Penalty: 4719.489746
	Iteration 19Q: 3 clusters Score -1109642 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1109669.875000 Penalty: 4719.489746
	Iteration 20F: 3 clusters Score -1109670 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1109687.875000 Penalty: 4719.489746
	Iteration 21Q: 3 clusters Score -1109688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1109710.125000 Penalty: 4719.489746
	Iteration 22Q: 3 clusters Score -1109710 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1109732.375000 Penalty: 4719.489746
	Iteration 23Q: 3 clusters Score -1109732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1109748.625000 Penalty: 4719.489746
	Iteration 24Q: 3 clusters Score -1109749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1109761.500000 Penalty: 4719.489746
	Iteration 25Q: 3 clusters Score -1109762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1109782.250000 Penalty: 4719.489746
	Iteration 26Q: 3 clusters Score -1109782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1109792.625000 Penalty: 4719.489746
	Iteration 27Q: 3 clusters Score -1109793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1109803.125000 Penalty: 4719.489746
	Iteration 28Q: 3 clusters Score -1109803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1109807.125000 Penalty: 4719.489746
	Iteration 29Q: 3 clusters Score -1109807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1109820.000000 Penalty: 4719.489746
	Iteration 30Q: 3 clusters Score -1109820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1109825.625000 Penalty: 4719.489746
	Iteration 31Q: 3 clusters Score -1109826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1109830.250000 Penalty: 4719.489746
	Iteration 32Q: 3 clusters Score -1109830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1109836.125000 Penalty: 4719.489746
	Iteration 33Q: 3 clusters Score -1109836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1109843.375000 Penalty: 4719.489746
	Iteration 34Q: 3 clusters Score -1109843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1109848.750000 Penalty: 4719.489746
	Iteration 35Q: 3 clusters Score -1109849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1109852.250000 Penalty: 4719.489746
	Iteration 36Q: 3 clusters Score -1109852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1109852.625000 Penalty: 4719.489746
	Iteration 37Q: 3 clusters Score -1109853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1109855.750000 Penalty: 4719.489746
	Iteration 38Q: 3 clusters Score -1109856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1109857.250000 Penalty: 4719.489746
	Iteration 39Q: 3 clusters Score -1109857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1109863.375000 Penalty: 4719.489746
	Iteration 40F: 3 clusters Score -1109863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1109867.625000 Penalty: 4719.489746
	Iteration 41Q: 3 clusters Score -1109868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1109868.750000 Penalty: 4719.489746
	Iteration 42Q: 3 clusters Score -1109869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1109870.750000 Penalty: 4719.489746
	Iteration 43Q: 3 clusters Score -1109871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1109874.750000 Penalty: 4719.489746
	Iteration 44Q: 3 clusters Score -1109875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1109871.375000 Penalty: 4719.489746
	Iteration 45Q: 3 clusters Score -1109871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1109877.000000 Penalty: 4719.489746
	Iteration 46Q: 3 clusters Score -1109877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1109876.750000 Penalty: 4719.489746
	Iteration 47Q: 3 clusters Score -1109877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1109877.875000 Penalty: 4719.489746
	Iteration 48Q: 3 clusters Score -1109878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1109877.125000 Penalty: 4719.489746
	Iteration 49Q: 3 clusters Score -1109877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1109878.875000 Penalty: 4719.489746
	Iteration 50Q: 3 clusters Score -1109879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1109880.500000 Penalty: 4719.489746
	Iteration 51Q: 3 clusters Score -1109880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1109880.500000 Penalty: 4719.489746
	Iteration 52F: 3 clusters Score -1109880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -468595.625000 Penalty: 2128.067871
	Iteration 0F: 2 clusters Score -468595.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -463925.218750 Penalty: 4256.135742
	Iteration 0F: 3 clusters Score -463925.2 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -465037.812500 Penalty: 4256.135742
	Iteration 1F: 3 clusters Score -465037.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -465280.031250 Penalty: 4256.135742
	Iteration 2F: 3 clusters Score -465280 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -465434.125000 Penalty: 4256.135742
	Iteration 3F: 3 clusters Score -465434.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -465538.062500 Penalty: 4256.135742
	Iteration 4Q: 3 clusters Score -465538.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -465614.906250 Penalty: 4256.135742
	Iteration 5Q: 3 clusters Score -465614.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -465662.562500 Penalty: 4256.135742
	Iteration 6Q: 3 clusters Score -465662.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -465699.750000 Penalty: 4256.135742
	Iteration 7Q: 3 clusters Score -465699.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -465736.468750 Penalty: 4256.135742
	Iteration 8Q: 3 clusters Score -465736.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -465764.750000 Penalty: 4256.135742
	Iteration 9Q: 3 clusters Score -465764.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -465796.562500 Penalty: 4256.135742
	Iteration 10Q: 3 clusters Score -465796.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -465832.031250 Penalty: 4256.135742
	Iteration 11Q: 3 clusters Score -465832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -465876.875000 Penalty: 4256.135742
	Iteration 12Q: 3 clusters Score -465876.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -465929.468750 Penalty: 4256.135742
	Iteration 13Q: 3 clusters Score -465929.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -465978.500000 Penalty: 4256.135742
	Iteration 14Q: 3 clusters Score -465978.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -466035.218750 Penalty: 4256.135742
	Iteration 15Q: 3 clusters Score -466035.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -466103.750000 Penalty: 4256.135742
	Iteration 16Q: 3 clusters Score -466103.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -466185.062500 Penalty: 4256.135742
	Iteration 17Q: 3 clusters Score -466185.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -466261.281250 Penalty: 4256.135742
	Iteration 18Q: 3 clusters Score -466261.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -466329.281250 Penalty: 4256.135742
	Iteration 19Q: 3 clusters Score -466329.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -466413.718750 Penalty: 4256.135742
	Iteration 20F: 3 clusters Score -466413.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -466502.937500 Penalty: 4256.135742
	Iteration 21Q: 3 clusters Score -466502.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -466567.656250 Penalty: 4256.135742
	Iteration 22Q: 3 clusters Score -466567.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -466638.156250 Penalty: 4256.135742
	Iteration 23Q: 3 clusters Score -466638.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -466698.468750 Penalty: 4256.135742
	Iteration 24Q: 3 clusters Score -466698.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -466740.687500 Penalty: 4256.135742
	Iteration 25Q: 3 clusters Score -466740.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -466767.968750 Penalty: 4256.135742
	Iteration 26Q: 3 clusters Score -466768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -466789.875000 Penalty: 4256.135742
	Iteration 27Q: 3 clusters Score -466789.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -466801.593750 Penalty: 4256.135742
	Iteration 28Q: 3 clusters Score -466801.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -466810.781250 Penalty: 4256.135742
	Iteration 29Q: 3 clusters Score -466810.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -466817.125000 Penalty: 4256.135742
	Iteration 30Q: 3 clusters Score -466817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -466820.343750 Penalty: 4256.135742
	Iteration 31Q: 3 clusters Score -466820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -466823.750000 Penalty: 4256.135742
	Iteration 32Q: 3 clusters Score -466823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -466825.218750 Penalty: 4256.135742
	Iteration 33Q: 3 clusters Score -466825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -466826.781250 Penalty: 4256.135742
	Iteration 34Q: 3 clusters Score -466826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -466828.937500 Penalty: 4256.135742
	Iteration 35Q: 3 clusters Score -466828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -466828.250000 Penalty: 4256.135742
	Iteration 36Q: 3 clusters Score -466828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -466828.250000 Penalty: 4256.135742
	Iteration 37F: 3 clusters Score -466828.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -403068.000000 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -403068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -398771.218750 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -398771.2 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -399709.687500 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -399709.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -399934.781250 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -399934.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -400057.718750 Penalty: 4181.009277
	Iteration 3F: 3 clusters Score -400057.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -400151.937500 Penalty: 4181.009277
	Iteration 4Q: 3 clusters Score -400151.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -400211.718750 Penalty: 4181.009277
	Iteration 5Q: 3 clusters Score -400211.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -400248.906250 Penalty: 4181.009277
	Iteration 6Q: 3 clusters Score -400248.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -400275.375000 Penalty: 4181.009277
	Iteration 7Q: 3 clusters Score -400275.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -400292.125000 Penalty: 4181.009277
	Iteration 8Q: 3 clusters Score -400292.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -400303.531250 Penalty: 4181.009277
	Iteration 9Q: 3 clusters Score -400303.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -400313.718750 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -400313.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -400320.250000 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -400320.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -400327.281250 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -400327.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -400333.437500 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -400333.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -400336.718750 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -400336.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -400340.468750 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -400340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -400343.156250 Penalty: 4181.009277
	Iteration 16Q: 3 clusters Score -400343.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -400345.625000 Penalty: 4181.009277
	Iteration 17Q: 3 clusters Score -400345.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -400349.500000 Penalty: 4181.009277
	Iteration 18Q: 3 clusters Score -400349.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -400354.656250 Penalty: 4181.009277
	Iteration 19Q: 3 clusters Score -400354.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -400358.187500 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -400358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -400361.125000 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -400361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -400363.562500 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -400363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -400365.093750 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -400365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -400367.562500 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -400367.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -400369.000000 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -400369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -400371.531250 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -400371.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -400374.750000 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -400374.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -400378.718750 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -400378.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -400383.281250 Penalty: 4181.009277
	Iteration 29Q: 3 clusters Score -400383.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -400385.406250 Penalty: 4181.009277
	Iteration 30Q: 3 clusters Score -400385.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -400387.156250 Penalty: 4181.009277
	Iteration 31Q: 3 clusters Score -400387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -400389.062500 Penalty: 4181.009277
	Iteration 32Q: 3 clusters Score -400389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -400387.875000 Penalty: 4181.009277
	Iteration 33Q: 3 clusters Score -400387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -400388.781250 Penalty: 4181.009277
	Iteration 34Q: 3 clusters Score -400388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -400389.687500 Penalty: 4181.009277
	Iteration 35Q: 3 clusters Score -400389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -400391.000000 Penalty: 4181.009277
	Iteration 36Q: 3 clusters Score -400391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -400391.687500 Penalty: 4181.009277
	Iteration 37Q: 3 clusters Score -400391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -400393.343750 Penalty: 4181.009277
	Iteration 38Q: 3 clusters Score -400393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -400394.343750 Penalty: 4181.009277
	Iteration 39Q: 3 clusters Score -400394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -400396.312500 Penalty: 4181.009277
	Iteration 40F: 3 clusters Score -400396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -400397.187500 Penalty: 4181.009277
	Iteration 41Q: 3 clusters Score -400397.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -400398.250000 Penalty: 4181.009277
	Iteration 42Q: 3 clusters Score -400398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -400400.812500 Penalty: 4181.009277
	Iteration 43Q: 3 clusters Score -400400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -400402.625000 Penalty: 4181.009277
	Iteration 44Q: 3 clusters Score -400402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -400402.625000 Penalty: 4181.009277
	Iteration 45Q: 3 clusters Score -400402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -400402.000000 Penalty: 4181.009277
	Iteration 46Q: 3 clusters Score -400402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -400402.375000 Penalty: 4181.009277
	Iteration 47Q: 3 clusters Score -400402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -400402.375000 Penalty: 4181.009277
	Iteration 48F: 3 clusters Score -400402.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Entering Unmasked Estep 
Score: -1353260.375000 Penalty: 2397.762695
	Iteration 0F: 2 clusters Score -1353260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1341900.625000 Penalty: 4795.525391
	Iteration 0F: 3 clusters Score -1341901 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1345590.500000 Penalty: 4795.525391
	Iteration 1F: 3 clusters Score -1345590 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1346047.500000 Penalty: 4795.525391
	Iteration 2F: 3 clusters Score -1346048 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1346477.625000 Penalty: 4795.525391
	Iteration 3F: 3 clusters Score -1346478 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1346936.250000 Penalty: 4795.525391
	Iteration 4F: 3 clusters Score -1346936 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1347448.750000 Penalty: 4795.525391
	Iteration 5F: 3 clusters Score -1347449 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1347997.625000 Penalty: 4795.525391
	Iteration 6F: 3 clusters Score -1347998 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1348557.750000 Penalty: 4795.525391
	Iteration 7F: 3 clusters Score -1348558 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1349071.500000 Penalty: 4795.525391
	Iteration 8F: 3 clusters Score -1349072 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1349558.000000 Penalty: 4795.525391
	Iteration 9Q: 3 clusters Score -1349558 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1349949.500000 Penalty: 4795.525391
	Iteration 10Q: 3 clusters Score -1349950 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1350246.875000 Penalty: 4795.525391
	Iteration 11Q: 3 clusters Score -1350247 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1350454.875000 Penalty: 4795.525391
	Iteration 12Q: 3 clusters Score -1350455 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1350619.250000 Penalty: 4795.525391
	Iteration 13Q: 3 clusters Score -1350619 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1350741.375000 Penalty: 4795.525391
	Iteration 14Q: 3 clusters Score -1350741 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1350836.125000 Penalty: 4795.525391
	Iteration 15Q: 3 clusters Score -1350836 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1350907.750000 Penalty: 4795.525391
	Iteration 16Q: 3 clusters Score -1350908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1350953.875000 Penalty: 4795.525391
	Iteration 17Q: 3 clusters Score -1350954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1350998.625000 Penalty: 4795.525391
	Iteration 18Q: 3 clusters Score -1350999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1351044.125000 Penalty: 4795.525391
	Iteration 19Q: 3 clusters Score -1351044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1351069.250000 Penalty: 4795.525391
	Iteration 20F: 3 clusters Score -1351069 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1351091.625000 Penalty: 4795.525391
	Iteration 21Q: 3 clusters Score -1351092 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1351131.000000 Penalty: 4795.525391
	Iteration 22Q: 3 clusters Score -1351131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1351161.125000 Penalty: 4795.525391
	Iteration 23Q: 3 clusters Score -1351161 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1351185.750000 Penalty: 4795.525391
	Iteration 24Q: 3 clusters Score -1351186 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1351207.625000 Penalty: 4795.525391
	Iteration 25Q: 3 clusters Score -1351208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1351225.750000 Penalty: 4795.525391
	Iteration 26Q: 3 clusters Score -1351226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1351242.000000 Penalty: 4795.525391
	Iteration 27Q: 3 clusters Score -1351242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1351262.250000 Penalty: 4795.525391
	Iteration 28Q: 3 clusters Score -1351262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1351281.500000 Penalty: 4795.525391
	Iteration 29Q: 3 clusters Score -1351282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1351296.250000 Penalty: 4795.525391
	Iteration 30Q: 3 clusters Score -1351296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1351313.250000 Penalty: 4795.525391
	Iteration 31Q: 3 clusters Score -1351313 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1351332.000000 Penalty: 4795.525391
	Iteration 32Q: 3 clusters Score -1351332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1351343.750000 Penalty: 4795.525391
	Iteration 33Q: 3 clusters Score -1351344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1351344.625000 Penalty: 4795.525391
	Iteration 34Q: 3 clusters Score -1351345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1351356.375000 Penalty: 4795.525391
	Iteration 35Q: 3 clusters Score -1351356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1351361.000000 Penalty: 4795.525391
	Iteration 36Q: 3 clusters Score -1351361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1351363.500000 Penalty: 4795.525391
	Iteration 37Q: 3 clusters Score -1351364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1351370.375000 Penalty: 4795.525391
	Iteration 38Q: 3 clusters Score -1351370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1351373.125000 Penalty: 4795.525391
	Iteration 39Q: 3 clusters Score -1351373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1351374.250000 Penalty: 4795.525391
	Iteration 40F: 3 clusters Score -1351374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1351377.000000 Penalty: 4795.525391
	Iteration 41Q: 3 clusters Score -1351377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1351379.375000 Penalty: 4795.525391
	Iteration 42Q: 3 clusters Score -1351379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1351381.125000 Penalty: 4795.525391
	Iteration 43Q: 3 clusters Score -1351381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1351382.750000 Penalty: 4795.525391
	Iteration 44Q: 3 clusters Score -1351383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1351384.625000 Penalty: 4795.525391
	Iteration 45Q: 3 clusters Score -1351385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1351387.000000 Penalty: 4795.525391
	Iteration 46Q: 3 clusters Score -1351387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1351389.000000 Penalty: 4795.525391
	Iteration 47Q: 3 clusters Score -1351389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1351391.625000 Penalty: 4795.525391
	Iteration 48Q: 3 clusters Score -1351392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1351394.875000 Penalty: 4795.525391
	Iteration 49Q: 3 clusters Score -1351395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1351393.750000 Penalty: 4795.525391
	Iteration 50Q: 3 clusters Score -1351394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1351392.250000 Penalty: 4795.525391
	Iteration 51Q: 3 clusters Score -1351392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1351392.250000 Penalty: 4795.525391
	Iteration 52Q: 3 clusters Score -1351392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1351393.250000 Penalty: 4795.525391
	Iteration 53Q: 3 clusters Score -1351393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1351395.375000 Penalty: 4795.525391
	Iteration 54Q: 3 clusters Score -1351395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1351395.500000 Penalty: 4795.525391
	Iteration 55Q: 3 clusters Score -1351396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1351396.750000 Penalty: 4795.525391
	Iteration 56Q: 3 clusters Score -1351397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1351401.250000 Penalty: 4795.525391
	Iteration 57Q: 3 clusters Score -1351401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1351399.375000 Penalty: 4795.525391
	Iteration 58Q: 3 clusters Score -1351399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1351399.750000 Penalty: 4795.525391
	Iteration 59Q: 3 clusters Score -1351400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1351404.375000 Penalty: 4795.525391
	Iteration 60F: 3 clusters Score -1351404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1351400.500000 Penalty: 4795.525391
	Iteration 61Q: 3 clusters Score -1351400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1351407.000000 Penalty: 4795.525391
	Iteration 62Q: 3 clusters Score -1351407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1351406.625000 Penalty: 4795.525391
	Iteration 63Q: 3 clusters Score -1351407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1351406.000000 Penalty: 4795.525391
	Iteration 64Q: 3 clusters Score -1351406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1351407.375000 Penalty: 4795.525391
	Iteration 65Q: 3 clusters Score -1351407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1351407.875000 Penalty: 4795.525391
	Iteration 66Q: 3 clusters Score -1351408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1351408.250000 Penalty: 4795.525391
	Iteration 67Q: 3 clusters Score -1351408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1351409.000000 Penalty: 4795.525391
	Iteration 68Q: 3 clusters Score -1351409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1351411.000000 Penalty: 4795.525391
	Iteration 69Q: 3 clusters Score -1351411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1351414.375000 Penalty: 4795.525391
	Iteration 70Q: 3 clusters Score -1351414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1351418.625000 Penalty: 4795.525391
	Iteration 71Q: 3 clusters Score -1351419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1351421.250000 Penalty: 4795.525391
	Iteration 72Q: 3 clusters Score -1351421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1351420.875000 Penalty: 4795.525391
	Iteration 73Q: 3 clusters Score -1351421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1351423.125000 Penalty: 4795.525391
	Iteration 74Q: 3 clusters Score -1351423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1351423.875000 Penalty: 4795.525391
	Iteration 75Q: 3 clusters Score -1351424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1351422.000000 Penalty: 4795.525391
	Iteration 76Q: 3 clusters Score -1351422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1351422.250000 Penalty: 4795.525391
	Iteration 77Q: 3 clusters Score -1351422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1351422.250000 Penalty: 4795.525391
	Iteration 78F: 3 clusters Score -1351422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Entering Unmasked Estep 
Score: -842351.000000 Penalty: 2275.097656
	Iteration 0F: 2 clusters Score -842351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -834859.875000 Penalty: 4550.195312
	Iteration 0F: 3 clusters Score -834859.9 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -836975.625000 Penalty: 4550.195312
	Iteration 1F: 3 clusters Score -836975.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -837309.812500 Penalty: 4550.195312
	Iteration 2F: 3 clusters Score -837309.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -837591.812500 Penalty: 4550.195312
	Iteration 3F: 3 clusters Score -837591.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -837886.937500 Penalty: 4550.195312
	Iteration 4F: 3 clusters Score -837886.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -838184.875000 Penalty: 4550.195312
	Iteration 5F: 3 clusters Score -838184.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -838554.375000 Penalty: 4550.195312
	Iteration 6F: 3 clusters Score -838554.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -839008.187500 Penalty: 4550.195312
	Iteration 7F: 3 clusters Score -839008.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -839497.125000 Penalty: 4550.195312
	Iteration 8F: 3 clusters Score -839497.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -839875.562500 Penalty: 4550.195312
	Iteration 9Q: 3 clusters Score -839875.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -840186.875000 Penalty: 4550.195312
	Iteration 10Q: 3 clusters Score -840186.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -840393.187500 Penalty: 4550.195312
	Iteration 11Q: 3 clusters Score -840393.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -840505.687500 Penalty: 4550.195312
	Iteration 12Q: 3 clusters Score -840505.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -840565.187500 Penalty: 4550.195312
	Iteration 13Q: 3 clusters Score -840565.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -840597.937500 Penalty: 4550.195312
	Iteration 14Q: 3 clusters Score -840597.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -840613.250000 Penalty: 4550.195312
	Iteration 15Q: 3 clusters Score -840613.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -840624.437500 Penalty: 4550.195312
	Iteration 16Q: 3 clusters Score -840624.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -840630.875000 Penalty: 4550.195312
	Iteration 17Q: 3 clusters Score -840630.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -840639.062500 Penalty: 4550.195312
	Iteration 18Q: 3 clusters Score -840639.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -840645.750000 Penalty: 4550.195312
	Iteration 19Q: 3 clusters Score -840645.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -840648.750000 Penalty: 4550.195312
	Iteration 20F: 3 clusters Score -840648.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -840652.687500 Penalty: 4550.195312
	Iteration 21Q: 3 clusters Score -840652.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -840661.625000 Penalty: 4550.195312
	Iteration 22Q: 3 clusters Score -840661.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -840666.312500 Penalty: 4550.195312
	Iteration 23Q: 3 clusters Score -840666.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -840672.687500 Penalty: 4550.195312
	Iteration 24Q: 3 clusters Score -840672.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -840675.000000 Penalty: 4550.195312
	Iteration 25Q: 3 clusters Score -840675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -840679.500000 Penalty: 4550.195312
	Iteration 26Q: 3 clusters Score -840679.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -840681.375000 Penalty: 4550.195312
	Iteration 27Q: 3 clusters Score -840681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -840683.312500 Penalty: 4550.195312
	Iteration 28Q: 3 clusters Score -840683.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -840687.062500 Penalty: 4550.195312
	Iteration 29Q: 3 clusters Score -840687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -840686.812500 Penalty: 4550.195312
	Iteration 30Q: 3 clusters Score -840686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -840684.875000 Penalty: 4550.195312
	Iteration 31Q: 3 clusters Score -840684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -840687.750000 Penalty: 4550.195312
	Iteration 32Q: 3 clusters Score -840687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -840689.937500 Penalty: 4550.195312
	Iteration 33Q: 3 clusters Score -840689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -840689.937500 Penalty: 4550.195312
	Iteration 34F: 3 clusters Score -840689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -612648.125000 Penalty: 2227.830811
	Iteration 0F: 2 clusters Score -612648.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -606224.437500 Penalty: 4455.661621
	Iteration 0F: 3 clusters Score -606224.4 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -608122.000000 Penalty: 4455.661621
	Iteration 1F: 3 clusters Score -608122 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -608599.437500 Penalty: 4455.661621
	Iteration 2F: 3 clusters Score -608599.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -609048.000000 Penalty: 4455.661621
	Iteration 3F: 3 clusters Score -609048 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -609453.500000 Penalty: 4455.661621
	Iteration 4F: 3 clusters Score -609453.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -609790.000000 Penalty: 4455.661621
	Iteration 5F: 3 clusters Score -609790 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -610083.562500 Penalty: 4455.661621
	Iteration 6Q: 3 clusters Score -610083.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -610332.687500 Penalty: 4455.661621
	Iteration 7Q: 3 clusters Score -610332.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -610506.062500 Penalty: 4455.661621
	Iteration 8Q: 3 clusters Score -610506.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -610657.062500 Penalty: 4455.661621
	Iteration 9Q: 3 clusters Score -610657.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -610777.812500 Penalty: 4455.661621
	Iteration 10Q: 3 clusters Score -610777.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -610863.187500 Penalty: 4455.661621
	Iteration 11Q: 3 clusters Score -610863.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -610920.812500 Penalty: 4455.661621
	Iteration 12Q: 3 clusters Score -610920.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -610963.000000 Penalty: 4455.661621
	Iteration 13Q: 3 clusters Score -610963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -610996.000000 Penalty: 4455.661621
	Iteration 14Q: 3 clusters Score -610996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -611013.687500 Penalty: 4455.661621
	Iteration 15Q: 3 clusters Score -611013.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -611025.812500 Penalty: 4455.661621
	Iteration 16Q: 3 clusters Score -611025.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -611030.750000 Penalty: 4455.661621
	Iteration 17Q: 3 clusters Score -611030.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -611038.312500 Penalty: 4455.661621
	Iteration 18Q: 3 clusters Score -611038.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -611045.687500 Penalty: 4455.661621
	Iteration 19Q: 3 clusters Score -611045.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -611049.875000 Penalty: 4455.661621
	Iteration 20F: 3 clusters Score -611049.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -611054.687500 Penalty: 4455.661621
	Iteration 21Q: 3 clusters Score -611054.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -611060.437500 Penalty: 4455.661621
	Iteration 22Q: 3 clusters Score -611060.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -611063.625000 Penalty: 4455.661621
	Iteration 23Q: 3 clusters Score -611063.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -611067.062500 Penalty: 4455.661621
	Iteration 24Q: 3 clusters Score -611067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -611068.000000 Penalty: 4455.661621
	Iteration 25Q: 3 clusters Score -611068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -611069.687500 Penalty: 4455.661621
	Iteration 26Q: 3 clusters Score -611069.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -611068.625000 Penalty: 4455.661621
	Iteration 27Q: 3 clusters Score -611068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -611072.500000 Penalty: 4455.661621
	Iteration 28Q: 3 clusters Score -611072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -611073.062500 Penalty: 4455.661621
	Iteration 29Q: 3 clusters Score -611073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -611073.125000 Penalty: 4455.661621
	Iteration 30Q: 3 clusters Score -611073.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -611074.687500 Penalty: 4455.661621
	Iteration 31Q: 3 clusters Score -611074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -611074.625000 Penalty: 4455.661621
	Iteration 32Q: 3 clusters Score -611074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -611075.437500 Penalty: 4455.661621
	Iteration 33Q: 3 clusters Score -611075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -611076.125000 Penalty: 4455.661621
	Iteration 34Q: 3 clusters Score -611076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -611075.500000 Penalty: 4455.661621
	Iteration 35Q: 3 clusters Score -611075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -611078.500000 Penalty: 4455.661621
	Iteration 36Q: 3 clusters Score -611078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -611077.937500 Penalty: 4455.661621
	Iteration 37Q: 3 clusters Score -611077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -611078.312500 Penalty: 4455.661621
	Iteration 38Q: 3 clusters Score -611078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -611078.312500 Penalty: 4455.661621
	Iteration 39F: 3 clusters Score -611078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -318744.781250 Penalty: 2040.918823
	Iteration 0F: 2 clusters Score -318744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -314953.937500 Penalty: 4081.837646
	Iteration 0F: 3 clusters Score -314953.9 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -315859.531250 Penalty: 4081.837646
	Iteration 1F: 3 clusters Score -315859.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -316031.687500 Penalty: 4081.837646
	Iteration 2F: 3 clusters Score -316031.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -316125.937500 Penalty: 4081.837646
	Iteration 3Q: 3 clusters Score -316125.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -316184.812500 Penalty: 4081.837646
	Iteration 4Q: 3 clusters Score -316184.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -316225.343750 Penalty: 4081.837646
	Iteration 5Q: 3 clusters Score -316225.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -316255.687500 Penalty: 4081.837646
	Iteration 6Q: 3 clusters Score -316255.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -316283.375000 Penalty: 4081.837646
	Iteration 7Q: 3 clusters Score -316283.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -316307.875000 Penalty: 4081.837646
	Iteration 8Q: 3 clusters Score -316307.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -316331.500000 Penalty: 4081.837646
	Iteration 9Q: 3 clusters Score -316331.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -316351.500000 Penalty: 4081.837646
	Iteration 10Q: 3 clusters Score -316351.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -316366.312500 Penalty: 4081.837646
	Iteration 11Q: 3 clusters Score -316366.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -316380.375000 Penalty: 4081.837646
	Iteration 12Q: 3 clusters Score -316380.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -316388.812500 Penalty: 4081.837646
	Iteration 13Q: 3 clusters Score -316388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -316398.968750 Penalty: 4081.837646
	Iteration 14Q: 3 clusters Score -316399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -316410.968750 Penalty: 4081.837646
	Iteration 15Q: 3 clusters Score -316411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -316417.312500 Penalty: 4081.837646
	Iteration 16Q: 3 clusters Score -316417.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -316423.625000 Penalty: 4081.837646
	Iteration 17Q: 3 clusters Score -316423.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -316428.156250 Penalty: 4081.837646
	Iteration 18Q: 3 clusters Score -316428.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -316432.531250 Penalty: 4081.837646
	Iteration 19Q: 3 clusters Score -316432.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -316438.375000 Penalty: 4081.837646
	Iteration 20F: 3 clusters Score -316438.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -316445.500000 Penalty: 4081.837646
	Iteration 21Q: 3 clusters Score -316445.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -316454.593750 Penalty: 4081.837646
	Iteration 22Q: 3 clusters Score -316454.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -316465.562500 Penalty: 4081.837646
	Iteration 23Q: 3 clusters Score -316465.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -316472.750000 Penalty: 4081.837646
	Iteration 24Q: 3 clusters Score -316472.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -316478.593750 Penalty: 4081.837646
	Iteration 25Q: 3 clusters Score -316478.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -316483.031250 Penalty: 4081.837646
	Iteration 26Q: 3 clusters Score -316483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -316485.937500 Penalty: 4081.837646
	Iteration 27Q: 3 clusters Score -316485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -316493.750000 Penalty: 4081.837646
	Iteration 28Q: 3 clusters Score -316493.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -316503.281250 Penalty: 4081.837646
	Iteration 29Q: 3 clusters Score -316503.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -316511.000000 Penalty: 4081.837646
	Iteration 30Q: 3 clusters Score -316511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -316517.875000 Penalty: 4081.837646
	Iteration 31Q: 3 clusters Score -316517.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -316521.968750 Penalty: 4081.837646
	Iteration 32Q: 3 clusters Score -316522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -316527.156250 Penalty: 4081.837646
	Iteration 33Q: 3 clusters Score -316527.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -316531.937500 Penalty: 4081.837646
	Iteration 34Q: 3 clusters Score -316531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -316536.500000 Penalty: 4081.837646
	Iteration 35Q: 3 clusters Score -316536.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -316538.125000 Penalty: 4081.837646
	Iteration 36Q: 3 clusters Score -316538.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -316542.968750 Penalty: 4081.837646
	Iteration 37Q: 3 clusters Score -316543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -316550.312500 Penalty: 4081.837646
	Iteration 38Q: 3 clusters Score -316550.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -316555.718750 Penalty: 4081.837646
	Iteration 39Q: 3 clusters Score -316555.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -316560.031250 Penalty: 4081.837646
	Iteration 40F: 3 clusters Score -316560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -316564.968750 Penalty: 4081.837646
	Iteration 41Q: 3 clusters Score -316565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -316569.187500 Penalty: 4081.837646
	Iteration 42Q: 3 clusters Score -316569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -316575.218750 Penalty: 4081.837646
	Iteration 43Q: 3 clusters Score -316575.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -316580.437500 Penalty: 4081.837646
	Iteration 44Q: 3 clusters Score -316580.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -316583.593750 Penalty: 4081.837646
	Iteration 45Q: 3 clusters Score -316583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -316584.843750 Penalty: 4081.837646
	Iteration 46Q: 3 clusters Score -316584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -316586.937500 Penalty: 4081.837646
	Iteration 47Q: 3 clusters Score -316586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -316588.250000 Penalty: 4081.837646
	Iteration 48Q: 3 clusters Score -316588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -316588.718750 Penalty: 4081.837646
	Iteration 49Q: 3 clusters Score -316588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -316589.031250 Penalty: 4081.837646
	Iteration 50Q: 3 clusters Score -316589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -316589.125000 Penalty: 4081.837646
	Iteration 51Q: 3 clusters Score -316589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -316591.093750 Penalty: 4081.837646
	Iteration 52Q: 3 clusters Score -316591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -316592.281250 Penalty: 4081.837646
	Iteration 53Q: 3 clusters Score -316592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -316593.375000 Penalty: 4081.837646
	Iteration 54Q: 3 clusters Score -316593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -316593.875000 Penalty: 4081.837646
	Iteration 55Q: 3 clusters Score -316593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -316594.468750 Penalty: 4081.837646
	Iteration 56Q: 3 clusters Score -316594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -316595.187500 Penalty: 4081.837646
	Iteration 57Q: 3 clusters Score -316595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -316595.875000 Penalty: 4081.837646
	Iteration 58Q: 3 clusters Score -316595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -316595.875000 Penalty: 4081.837646
	Iteration 59F: 3 clusters Score -316595.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -522918.000000 Penalty: 2155.862305
	Iteration 0F: 2 clusters Score -522918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -517791.000000 Penalty: 4311.724609
	Iteration 0F: 3 clusters Score -517791 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -519083.843750 Penalty: 4311.724609
	Iteration 1F: 3 clusters Score -519083.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -519275.031250 Penalty: 4311.724609
	Iteration 2F: 3 clusters Score -519275 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -519397.531250 Penalty: 4311.724609
	Iteration 3Q: 3 clusters Score -519397.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -519470.687500 Penalty: 4311.724609
	Iteration 4Q: 3 clusters Score -519470.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -519517.000000 Penalty: 4311.724609
	Iteration 5Q: 3 clusters Score -519517 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -519557.593750 Penalty: 4311.724609
	Iteration 6Q: 3 clusters Score -519557.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -519593.812500 Penalty: 4311.724609
	Iteration 7Q: 3 clusters Score -519593.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -519628.718750 Penalty: 4311.724609
	Iteration 8Q: 3 clusters Score -519628.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -519662.562500 Penalty: 4311.724609
	Iteration 9Q: 3 clusters Score -519662.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -519701.312500 Penalty: 4311.724609
	Iteration 10Q: 3 clusters Score -519701.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -519740.687500 Penalty: 4311.724609
	Iteration 11Q: 3 clusters Score -519740.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -519780.812500 Penalty: 4311.724609
	Iteration 12Q: 3 clusters Score -519780.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -519834.531250 Penalty: 4311.724609
	Iteration 13Q: 3 clusters Score -519834.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -519890.000000 Penalty: 4311.724609
	Iteration 14Q: 3 clusters Score -519890 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -519955.437500 Penalty: 4311.724609
	Iteration 15Q: 3 clusters Score -519955.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -520020.250000 Penalty: 4311.724609
	Iteration 16Q: 3 clusters Score -520020.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -520080.843750 Penalty: 4311.724609
	Iteration 17Q: 3 clusters Score -520080.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -520147.093750 Penalty: 4311.724609
	Iteration 18Q: 3 clusters Score -520147.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -520214.937500 Penalty: 4311.724609
	Iteration 19Q: 3 clusters Score -520214.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -520283.093750 Penalty: 4311.724609
	Iteration 20F: 3 clusters Score -520283.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -520343.093750 Penalty: 4311.724609
	Iteration 21Q: 3 clusters Score -520343.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -520407.312500 Penalty: 4311.724609
	Iteration 22Q: 3 clusters Score -520407.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -520470.437500 Penalty: 4311.724609
	Iteration 23Q: 3 clusters Score -520470.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -520540.937500 Penalty: 4311.724609
	Iteration 24Q: 3 clusters Score -520540.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -520597.312500 Penalty: 4311.724609
	Iteration 25Q: 3 clusters Score -520597.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -520655.437500 Penalty: 4311.724609
	Iteration 26Q: 3 clusters Score -520655.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -520711.562500 Penalty: 4311.724609
	Iteration 27Q: 3 clusters Score -520711.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -520760.343750 Penalty: 4311.724609
	Iteration 28Q: 3 clusters Score -520760.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -520805.406250 Penalty: 4311.724609
	Iteration 29Q: 3 clusters Score -520805.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -520837.406250 Penalty: 4311.724609
	Iteration 30Q: 3 clusters Score -520837.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -520864.687500 Penalty: 4311.724609
	Iteration 31Q: 3 clusters Score -520864.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -520890.218750 Penalty: 4311.724609
	Iteration 32Q: 3 clusters Score -520890.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -520912.125000 Penalty: 4311.724609
	Iteration 33Q: 3 clusters Score -520912.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -520930.406250 Penalty: 4311.724609
	Iteration 34Q: 3 clusters Score -520930.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -520947.625000 Penalty: 4311.724609
	Iteration 35Q: 3 clusters Score -520947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -520956.937500 Penalty: 4311.724609
	Iteration 36Q: 3 clusters Score -520956.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -520966.500000 Penalty: 4311.724609
	Iteration 37Q: 3 clusters Score -520966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -520973.562500 Penalty: 4311.724609
	Iteration 38Q: 3 clusters Score -520973.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -520983.500000 Penalty: 4311.724609
	Iteration 39Q: 3 clusters Score -520983.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -520991.156250 Penalty: 4311.724609
	Iteration 40F: 3 clusters Score -520991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -520993.437500 Penalty: 4311.724609
	Iteration 41Q: 3 clusters Score -520993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -520994.000000 Penalty: 4311.724609
	Iteration 42Q: 3 clusters Score -520994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -520994.000000 Penalty: 4311.724609
	Iteration 43F: 3 clusters Score -520994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Entering Unmasked Estep 
Score: -1512568.625000 Penalty: 2421.000000
	Iteration 0F: 2 clusters Score -1512569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1500116.250000 Penalty: 4842.000000
	Iteration 0F: 3 clusters Score -1500116 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1504246.250000 Penalty: 4842.000000
	Iteration 1F: 3 clusters Score -1504246 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1504594.375000 Penalty: 4842.000000
	Iteration 2F: 3 clusters Score -1504594 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1504850.250000 Penalty: 4842.000000
	Iteration 3Q: 3 clusters Score -1504850 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1505072.750000 Penalty: 4842.000000
	Iteration 4Q: 3 clusters Score -1505073 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1505273.750000 Penalty: 4842.000000
	Iteration 5Q: 3 clusters Score -1505274 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1505455.625000 Penalty: 4842.000000
	Iteration 6Q: 3 clusters Score -1505456 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1505661.250000 Penalty: 4842.000000
	Iteration 7Q: 3 clusters Score -1505661 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1505931.250000 Penalty: 4842.000000
	Iteration 8Q: 3 clusters Score -1505931 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1506278.625000 Penalty: 4842.000000
	Iteration 9Q: 3 clusters Score -1506279 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1506751.375000 Penalty: 4842.000000
	Iteration 10Q: 3 clusters Score -1506751 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1507390.500000 Penalty: 4842.000000
	Iteration 11F: 3 clusters Score -1507390 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1508142.375000 Penalty: 4842.000000
	Iteration 12F: 3 clusters Score -1508142 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1508842.875000 Penalty: 4842.000000
	Iteration 13Q: 3 clusters Score -1508843 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1509435.000000 Penalty: 4842.000000
	Iteration 14Q: 3 clusters Score -1509435 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1509833.000000 Penalty: 4842.000000
	Iteration 15Q: 3 clusters Score -1509833 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1510066.000000 Penalty: 4842.000000
	Iteration 16Q: 3 clusters Score -1510066 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1510207.625000 Penalty: 4842.000000
	Iteration 17Q: 3 clusters Score -1510208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1510277.375000 Penalty: 4842.000000
	Iteration 18Q: 3 clusters Score -1510277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1510331.625000 Penalty: 4842.000000
	Iteration 19Q: 3 clusters Score -1510332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1510362.500000 Penalty: 4842.000000
	Iteration 20F: 3 clusters Score -1510362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1510391.125000 Penalty: 4842.000000
	Iteration 21Q: 3 clusters Score -1510391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1510410.875000 Penalty: 4842.000000
	Iteration 22Q: 3 clusters Score -1510411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1510424.375000 Penalty: 4842.000000
	Iteration 23Q: 3 clusters Score -1510424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1510430.000000 Penalty: 4842.000000
	Iteration 24Q: 3 clusters Score -1510430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1510436.750000 Penalty: 4842.000000
	Iteration 25Q: 3 clusters Score -1510437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1510440.500000 Penalty: 4842.000000
	Iteration 26Q: 3 clusters Score -1510440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1510440.500000 Penalty: 4842.000000
	Iteration 27F: 3 clusters Score -1510440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Entering Unmasked Estep 
Score: -2558666.500000 Penalty: 2567.726318
	Iteration 0F: 2 clusters Score -2558666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2537159.000000 Penalty: 5135.452637
	Iteration 0F: 3 clusters Score -2537159 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2545157.750000 Penalty: 5135.452637
	Iteration 1F: 3 clusters Score -2545158 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2545739.250000 Penalty: 5135.452637
	Iteration 2F: 3 clusters Score -2545739 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2546322.750000 Penalty: 5135.452637
	Iteration 3Q: 3 clusters Score -2546323 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2546821.500000 Penalty: 5135.452637
	Iteration 4Q: 3 clusters Score -2546822 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2547343.250000 Penalty: 5135.452637
	Iteration 5Q: 3 clusters Score -2547343 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2547978.000000 Penalty: 5135.452637
	Iteration 6Q: 3 clusters Score -2547978 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2548698.500000 Penalty: 5135.452637
	Iteration 7Q: 3 clusters Score -2548698 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2549416.750000 Penalty: 5135.452637
	Iteration 8Q: 3 clusters Score -2549417 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2550178.250000 Penalty: 5135.452637
	Iteration 9Q: 3 clusters Score -2550178 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2551065.750000 Penalty: 5135.452637
	Iteration 10Q: 3 clusters Score -2551066 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2552035.500000 Penalty: 5135.452637
	Iteration 11Q: 3 clusters Score -2552036 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2552897.500000 Penalty: 5135.452637
	Iteration 12Q: 3 clusters Score -2552898 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -2553539.000000 Penalty: 5135.452637
	Iteration 13Q: 3 clusters Score -2553539 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -2553995.250000 Penalty: 5135.452637
	Iteration 14Q: 3 clusters Score -2553995 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2554327.250000 Penalty: 5135.452637
	Iteration 15Q: 3 clusters Score -2554327 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2554584.250000 Penalty: 5135.452637
	Iteration 16Q: 3 clusters Score -2554584 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -2554792.000000 Penalty: 5135.452637
	Iteration 17Q: 3 clusters Score -2554792 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -2554971.000000 Penalty: 5135.452637
	Iteration 18Q: 3 clusters Score -2554971 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -2555146.000000 Penalty: 5135.452637
	Iteration 19Q: 3 clusters Score -2555146 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -2555296.750000 Penalty: 5135.452637
	Iteration 20F: 3 clusters Score -2555297 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -2555453.000000 Penalty: 5135.452637
	Iteration 21Q: 3 clusters Score -2555453 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -2555581.750000 Penalty: 5135.452637
	Iteration 22Q: 3 clusters Score -2555582 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -2555703.500000 Penalty: 5135.452637
	Iteration 23Q: 3 clusters Score -2555704 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -2555820.750000 Penalty: 5135.452637
	Iteration 24Q: 3 clusters Score -2555821 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -2555905.250000 Penalty: 5135.452637
	Iteration 25Q: 3 clusters Score -2555905 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -2555987.500000 Penalty: 5135.452637
	Iteration 26Q: 3 clusters Score -2555988 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -2556041.000000 Penalty: 5135.452637
	Iteration 27Q: 3 clusters Score -2556041 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -2556106.250000 Penalty: 5135.452637
	Iteration 28Q: 3 clusters Score -2556106 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -2556149.750000 Penalty: 5135.452637
	Iteration 29Q: 3 clusters Score -2556150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -2556186.000000 Penalty: 5135.452637
	Iteration 30Q: 3 clusters Score -2556186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -2556222.250000 Penalty: 5135.452637
	Iteration 31Q: 3 clusters Score -2556222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -2556252.250000 Penalty: 5135.452637
	Iteration 32Q: 3 clusters Score -2556252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -2556273.250000 Penalty: 5135.452637
	Iteration 33Q: 3 clusters Score -2556273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -2556289.250000 Penalty: 5135.452637
	Iteration 34Q: 3 clusters Score -2556289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -2556310.500000 Penalty: 5135.452637
	Iteration 35Q: 3 clusters Score -2556310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -2556327.500000 Penalty: 5135.452637
	Iteration 36Q: 3 clusters Score -2556328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -2556350.250000 Penalty: 5135.452637
	Iteration 37Q: 3 clusters Score -2556350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -2556366.500000 Penalty: 5135.452637
	Iteration 38Q: 3 clusters Score -2556366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -2556379.250000 Penalty: 5135.452637
	Iteration 39Q: 3 clusters Score -2556379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -2556382.500000 Penalty: 5135.452637
	Iteration 40F: 3 clusters Score -2556382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -2556392.750000 Penalty: 5135.452637
	Iteration 41Q: 3 clusters Score -2556393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -2556399.750000 Penalty: 5135.452637
	Iteration 42Q: 3 clusters Score -2556400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -2556406.000000 Penalty: 5135.452637
	Iteration 43Q: 3 clusters Score -2556406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -2556411.500000 Penalty: 5135.452637
	Iteration 44Q: 3 clusters Score -2556412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -2556422.000000 Penalty: 5135.452637
	Iteration 45Q: 3 clusters Score -2556422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -2556433.750000 Penalty: 5135.452637
	Iteration 46Q: 3 clusters Score -2556434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -2556432.250000 Penalty: 5135.452637
	Iteration 47Q: 3 clusters Score -2556432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -2556437.250000 Penalty: 5135.452637
	Iteration 48Q: 3 clusters Score -2556437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -2556438.250000 Penalty: 5135.452637
	Iteration 49Q: 3 clusters Score -2556438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -2556442.500000 Penalty: 5135.452637
	Iteration 50Q: 3 clusters Score -2556442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -2556448.250000 Penalty: 5135.452637
	Iteration 51Q: 3 clusters Score -2556448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -2556448.000000 Penalty: 5135.452637
	Iteration 52Q: 3 clusters Score -2556448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -2556451.000000 Penalty: 5135.452637
	Iteration 53Q: 3 clusters Score -2556451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -2556458.250000 Penalty: 5135.452637
	Iteration 54Q: 3 clusters Score -2556458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -2556465.250000 Penalty: 5135.452637
	Iteration 55Q: 3 clusters Score -2556465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -2556463.250000 Penalty: 5135.452637
	Iteration 56Q: 3 clusters Score -2556463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -2556464.750000 Penalty: 5135.452637
	Iteration 57Q: 3 clusters Score -2556465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -2556466.250000 Penalty: 5135.452637
	Iteration 58Q: 3 clusters Score -2556466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -2556469.500000 Penalty: 5135.452637
	Iteration 59Q: 3 clusters Score -2556470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -2556473.250000 Penalty: 5135.452637
	Iteration 60F: 3 clusters Score -2556473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -2556472.750000 Penalty: 5135.452637
	Iteration 61Q: 3 clusters Score -2556473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -2556472.750000 Penalty: 5135.452637
	Iteration 62F: 3 clusters Score -2556473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Entering Unmasked Estep 
Score: -3287603.500000 Penalty: 2616.156738
	Iteration 0F: 2 clusters Score -3287604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3261694.750000 Penalty: 5232.313477
	Iteration 0F: 3 clusters Score -3261695 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3271508.500000 Penalty: 5232.313477
	Iteration 1F: 3 clusters Score -3271508 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3272300.500000 Penalty: 5232.313477
	Iteration 2F: 3 clusters Score -3272300 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -3273124.250000 Penalty: 5232.313477
	Iteration 3F: 3 clusters Score -3273124 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3274100.000000 Penalty: 5232.313477
	Iteration 4F: 3 clusters Score -3274100 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3275214.750000 Penalty: 5232.313477
	Iteration 5F: 3 clusters Score -3275215 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3276417.500000 Penalty: 5232.313477
	Iteration 6F: 3 clusters Score -3276418 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3277682.500000 Penalty: 5232.313477
	Iteration 7F: 3 clusters Score -3277682 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3278987.250000 Penalty: 5232.313477
	Iteration 8F: 3 clusters Score -3278987 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3280120.250000 Penalty: 5232.313477
	Iteration 9Q: 3 clusters Score -3280120 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3281130.750000 Penalty: 5232.313477
	Iteration 10Q: 3 clusters Score -3281131 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3281856.750000 Penalty: 5232.313477
	Iteration 11Q: 3 clusters Score -3281857 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3282308.250000 Penalty: 5232.313477
	Iteration 12Q: 3 clusters Score -3282308 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3282602.250000 Penalty: 5232.313477
	Iteration 13Q: 3 clusters Score -3282602 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3282847.500000 Penalty: 5232.313477
	Iteration 14Q: 3 clusters Score -3282848 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3282995.750000 Penalty: 5232.313477
	Iteration 15Q: 3 clusters Score -3282996 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3283137.500000 Penalty: 5232.313477
	Iteration 16Q: 3 clusters Score -3283138 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3283250.250000 Penalty: 5232.313477
	Iteration 17Q: 3 clusters Score -3283250 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3283344.750000 Penalty: 5232.313477
	Iteration 18Q: 3 clusters Score -3283345 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3283406.500000 Penalty: 5232.313477
	Iteration 19Q: 3 clusters Score -3283406 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3283453.250000 Penalty: 5232.313477
	Iteration 20F: 3 clusters Score -3283453 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3283499.250000 Penalty: 5232.313477
	Iteration 21Q: 3 clusters Score -3283499 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3283525.750000 Penalty: 5232.313477
	Iteration 22Q: 3 clusters Score -3283526 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3283541.500000 Penalty: 5232.313477
	Iteration 23Q: 3 clusters Score -3283542 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3283567.500000 Penalty: 5232.313477
	Iteration 24Q: 3 clusters Score -3283568 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3283574.500000 Penalty: 5232.313477
	Iteration 25Q: 3 clusters Score -3283574 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3283587.250000 Penalty: 5232.313477
	Iteration 26Q: 3 clusters Score -3283587 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3283605.250000 Penalty: 5232.313477
	Iteration 27Q: 3 clusters Score -3283605 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3283630.250000 Penalty: 5232.313477
	Iteration 28Q: 3 clusters Score -3283630 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3283629.500000 Penalty: 5232.313477
	Iteration 29Q: 3 clusters Score -3283630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3283642.500000 Penalty: 5232.313477
	Iteration 30Q: 3 clusters Score -3283642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3283663.000000 Penalty: 5232.313477
	Iteration 31Q: 3 clusters Score -3283663 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3283667.000000 Penalty: 5232.313477
	Iteration 32Q: 3 clusters Score -3283667 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3283673.000000 Penalty: 5232.313477
	Iteration 33Q: 3 clusters Score -3283673 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3283690.000000 Penalty: 5232.313477
	Iteration 34Q: 3 clusters Score -3283690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3283695.250000 Penalty: 5232.313477
	Iteration 35Q: 3 clusters Score -3283695 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3283711.250000 Penalty: 5232.313477
	Iteration 36Q: 3 clusters Score -3283711 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3283705.000000 Penalty: 5232.313477
	Iteration 37Q: 3 clusters Score -3283705 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -3283708.000000 Penalty: 5232.313477
	Iteration 38Q: 3 clusters Score -3283708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3283720.750000 Penalty: 5232.313477
	Iteration 39Q: 3 clusters Score -3283721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3283723.500000 Penalty: 5232.313477
	Iteration 40F: 3 clusters Score -3283724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3283729.000000 Penalty: 5232.313477
	Iteration 41Q: 3 clusters Score -3283729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3283749 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3283748 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3283756 nChanged 55
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Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3283758.000000 Penalty: 5232.313477
	Iteration 45Q: 3 clusters Score -3283758 nChanged 52
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Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3283759.000000 Penalty: 5232.313477
	Iteration 46Q: 3 clusters Score -3283759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3283768 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3283774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3283775 nChanged 64
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Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3283772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3283795.500000 Penalty: 5232.313477
	Iteration 51Q: 3 clusters Score -3283796 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3283796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3283798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3283795 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3283806 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3283815.750000 Penalty: 5232.313477
	Iteration 56Q: 3 clusters Score -3283816 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3283824.750000 Penalty: 5232.313477
	Iteration 57Q: 3 clusters Score -3283825 nChanged 71
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Mstep: Class 1 contains 21419 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3283847 nChanged 73
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Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3283851.750000 Penalty: 5232.313477
	Iteration 59Q: 3 clusters Score -3283852 nChanged 86
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Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3283848.250000 Penalty: 5232.313477
	Iteration 60F: 3 clusters Score -3283848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3283852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3283859.500000 Penalty: 5232.313477
	Iteration 62Q: 3 clusters Score -3283860 nChanged 76
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Mstep: Class 1 contains 21319 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3283874 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3283876.250000 Penalty: 5232.313477
	Iteration 64Q: 3 clusters Score -3283876 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3283870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3283880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3283892 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3283908.000000 Penalty: 5232.313477
	Iteration 68Q: 3 clusters Score -3283908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3283918.000000 Penalty: 5232.313477
	Iteration 69Q: 3 clusters Score -3283918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3283922.750000 Penalty: 5232.313477
	Iteration 70Q: 3 clusters Score -3283923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3283926.750000 Penalty: 5232.313477
	Iteration 71Q: 3 clusters Score -3283927 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3283936.250000 Penalty: 5232.313477
	Iteration 72Q: 3 clusters Score -3283936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3283935.000000 Penalty: 5232.313477
	Iteration 73Q: 3 clusters Score -3283935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3283945.250000 Penalty: 5232.313477
	Iteration 74Q: 3 clusters Score -3283945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3283948.750000 Penalty: 5232.313477
	Iteration 75Q: 3 clusters Score -3283949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3283956.500000 Penalty: 5232.313477
	Iteration 76Q: 3 clusters Score -3283956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3283957.500000 Penalty: 5232.313477
	Iteration 77Q: 3 clusters Score -3283958 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3283964.750000 Penalty: 5232.313477
	Iteration 78Q: 3 clusters Score -3283965 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21319 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3283964 nChanged 58
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Mstep: Class 1 contains 21319 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3283966 nChanged 61
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Mstep: Class 1 contains 21314 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3283963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3283971.000000 Penalty: 5232.313477
	Iteration 82Q: 3 clusters Score -3283971 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
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Entering Unmasked Estep 
Score: -3283978.750000 Penalty: 5232.313477
	Iteration 83Q: 3 clusters Score -3283979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
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Entering Unmasked Estep 
Score: -3283988.750000 Penalty: 5232.313477
	Iteration 84Q: 3 clusters Score -3283989 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
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Entering Unmasked Estep 
Score: -3283984.000000 Penalty: 5232.313477
	Iteration 85Q: 3 clusters Score -3283984 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3283988 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3283989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3283998.250000 Penalty: 5232.313477
	Iteration 88Q: 3 clusters Score -3283998 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3283996 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3283983 nChanged 16
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3283986 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3283989 nChanged 22
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3283992 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3284000 nChanged 24
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Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3283999 nChanged 19
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3283996 nChanged 20
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Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3284003.000000 Penalty: 5232.313477
	Iteration 97Q: 3 clusters Score -3284003 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3284006.250000 Penalty: 5232.313477
	Iteration 98Q: 3 clusters Score -3284006 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3284004.500000 Penalty: 5232.313477
	Iteration 99Q: 3 clusters Score -3284004 nChanged 12
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Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3284008.250000 Penalty: 5232.313477
	Iteration 100F: 3 clusters Score -3284008 nChanged 13
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3284004 nChanged 6
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	Iteration 102Q: 3 clusters Score -3284005 nChanged 7
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Mstep: Class 1 contains 21401 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3284010 nChanged 6
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3284006 nChanged 6
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Entering Unmasked Estep 
Score: -3284018.250000 Penalty: 5232.313477
	Iteration 105Q: 3 clusters Score -3284018 nChanged 15
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Entering Unmasked Estep 
Score: -3284017.250000 Penalty: 5232.313477
	Iteration 106Q: 3 clusters Score -3284017 nChanged 11
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Entering Unmasked Estep 
Score: -3284014.750000 Penalty: 5232.313477
	Iteration 107Q: 3 clusters Score -3284015 nChanged 15
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3284013 nChanged 21
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Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3284015 nChanged 21
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Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3284012 nChanged 20
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Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3284019.250000 Penalty: 5232.313477
	Iteration 111Q: 3 clusters Score -3284019 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21471 members 
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Entering Unmasked Estep 
Score: -3284023.750000 Penalty: 5232.313477
	Iteration 112Q: 3 clusters Score -3284024 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21487 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3284016 nChanged 58
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3284018 nChanged 52
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Entering Unmasked Estep 
Score: -3284026.750000 Penalty: 5232.313477
	Iteration 115Q: 3 clusters Score -3284027 nChanged 49
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Entering Unmasked Estep 
Score: -3284041.250000 Penalty: 5232.313477
	Iteration 116Q: 3 clusters Score -3284041 nChanged 40
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3284042 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3284034.500000 Penalty: 5232.313477
	Iteration 118Q: 3 clusters Score -3284034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3284035.250000 Penalty: 5232.313477
	Iteration 119Q: 3 clusters Score -3284035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3284041.500000 Penalty: 5232.313477
	Iteration 120F: 3 clusters Score -3284042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3284039.250000 Penalty: 5232.313477
	Iteration 121Q: 3 clusters Score -3284039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3284053.750000 Penalty: 5232.313477
	Iteration 122Q: 3 clusters Score -3284054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3284057.000000 Penalty: 5232.313477
	Iteration 123Q: 3 clusters Score -3284057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3284057.750000 Penalty: 5232.313477
	Iteration 124Q: 3 clusters Score -3284058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3284066.750000 Penalty: 5232.313477
	Iteration 125Q: 3 clusters Score -3284067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3284057.250000 Penalty: 5232.313477
	Iteration 126Q: 3 clusters Score -3284057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3284079.250000 Penalty: 5232.313477
	Iteration 127Q: 3 clusters Score -3284079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3284077.250000 Penalty: 5232.313477
	Iteration 128Q: 3 clusters Score -3284077 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3284064.500000 Penalty: 5232.313477
	Iteration 129Q: 3 clusters Score -3284064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3284076.250000 Penalty: 5232.313477
	Iteration 130Q: 3 clusters Score -3284076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3284071.000000 Penalty: 5232.313477
	Iteration 131Q: 3 clusters Score -3284071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3284071.500000 Penalty: 5232.313477
	Iteration 132Q: 3 clusters Score -3284072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3284080.250000 Penalty: 5232.313477
	Iteration 133Q: 3 clusters Score -3284080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3284072.500000 Penalty: 5232.313477
	Iteration 134Q: 3 clusters Score -3284072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3284078.750000 Penalty: 5232.313477
	Iteration 135Q: 3 clusters Score -3284079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3284079.500000 Penalty: 5232.313477
	Iteration 136Q: 3 clusters Score -3284080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3284085.250000 Penalty: 5232.313477
	Iteration 137Q: 3 clusters Score -3284085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3284095.250000 Penalty: 5232.313477
	Iteration 138Q: 3 clusters Score -3284095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3284091.250000 Penalty: 5232.313477
	Iteration 139Q: 3 clusters Score -3284091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3284093.750000 Penalty: 5232.313477
	Iteration 140F: 3 clusters Score -3284094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3284095.500000 Penalty: 5232.313477
	Iteration 141Q: 3 clusters Score -3284096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3284087.750000 Penalty: 5232.313477
	Iteration 142Q: 3 clusters Score -3284088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3284087.000000 Penalty: 5232.313477
	Iteration 143Q: 3 clusters Score -3284087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3284099.250000 Penalty: 5232.313477
	Iteration 144Q: 3 clusters Score -3284099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3284112.000000 Penalty: 5232.313477
	Iteration 145Q: 3 clusters Score -3284112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3284101.750000 Penalty: 5232.313477
	Iteration 146Q: 3 clusters Score -3284102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3284115.750000 Penalty: 5232.313477
	Iteration 147Q: 3 clusters Score -3284116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3284106.000000 Penalty: 5232.313477
	Iteration 148Q: 3 clusters Score -3284106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3284121.000000 Penalty: 5232.313477
	Iteration 149Q: 3 clusters Score -3284121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3284116.500000 Penalty: 5232.313477
	Iteration 150Q: 3 clusters Score -3284116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3284120.500000 Penalty: 5232.313477
	Iteration 151Q: 3 clusters Score -3284120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3284122.000000 Penalty: 5232.313477
	Iteration 152Q: 3 clusters Score -3284122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3284121.750000 Penalty: 5232.313477
	Iteration 153Q: 3 clusters Score -3284122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3284123.750000 Penalty: 5232.313477
	Iteration 154Q: 3 clusters Score -3284124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3284124.250000 Penalty: 5232.313477
	Iteration 155Q: 3 clusters Score -3284124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3284130.000000 Penalty: 5232.313477
	Iteration 156Q: 3 clusters Score -3284130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3284134.500000 Penalty: 5232.313477
	Iteration 157Q: 3 clusters Score -3284134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3284131.500000 Penalty: 5232.313477
	Iteration 158Q: 3 clusters Score -3284132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3284121.750000 Penalty: 5232.313477
	Iteration 159Q: 3 clusters Score -3284122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3284126.500000 Penalty: 5232.313477
	Iteration 160F: 3 clusters Score -3284126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3284120.500000 Penalty: 5232.313477
	Iteration 161Q: 3 clusters Score -3284120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3284121.250000 Penalty: 5232.313477
	Iteration 162Q: 3 clusters Score -3284121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3284128.500000 Penalty: 5232.313477
	Iteration 163Q: 3 clusters Score -3284128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3284126.250000 Penalty: 5232.313477
	Iteration 164Q: 3 clusters Score -3284126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3284130.750000 Penalty: 5232.313477
	Iteration 165Q: 3 clusters Score -3284131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3284130.250000 Penalty: 5232.313477
	Iteration 166Q: 3 clusters Score -3284130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3284129.500000 Penalty: 5232.313477
	Iteration 167Q: 3 clusters Score -3284130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3284129.500000 Penalty: 5232.313477
	Iteration 168F: 3 clusters Score -3284130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Entering Unmasked Estep 
Score: -1048438.625000 Penalty: 2343.694336
	Iteration 0F: 2 clusters Score -1048439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1039005.375000 Penalty: 4687.388672
	Iteration 0F: 3 clusters Score -1039005 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1041800.125000 Penalty: 4687.388672
	Iteration 1F: 3 clusters Score -1041800 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1042191.937500 Penalty: 4687.388672
	Iteration 2F: 3 clusters Score -1042192 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1042521.562500 Penalty: 4687.388672
	Iteration 3F: 3 clusters Score -1042522 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1042816.937500 Penalty: 4687.388672
	Iteration 4Q: 3 clusters Score -1042817 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1043184.437500 Penalty: 4687.388672
	Iteration 5F: 3 clusters Score -1043184 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1043566.375000 Penalty: 4687.388672
	Iteration 6F: 3 clusters Score -1043566 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1043981.312500 Penalty: 4687.388672
	Iteration 7F: 3 clusters Score -1043981 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1044429.187500 Penalty: 4687.388672
	Iteration 8F: 3 clusters Score -1044429 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1044819.562500 Penalty: 4687.388672
	Iteration 9Q: 3 clusters Score -1044820 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1045154.125000 Penalty: 4687.388672
	Iteration 10Q: 3 clusters Score -1045154 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1045452.250000 Penalty: 4687.388672
	Iteration 11Q: 3 clusters Score -1045452 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1045681.250000 Penalty: 4687.388672
	Iteration 12Q: 3 clusters Score -1045681 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1045844.625000 Penalty: 4687.388672
	Iteration 13Q: 3 clusters Score -1045845 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1045956.312500 Penalty: 4687.388672
	Iteration 14Q: 3 clusters Score -1045956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1046040.000000 Penalty: 4687.388672
	Iteration 15Q: 3 clusters Score -1046040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1046112.750000 Penalty: 4687.388672
	Iteration 16Q: 3 clusters Score -1046113 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1046175.875000 Penalty: 4687.388672
	Iteration 17Q: 3 clusters Score -1046176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1046231.875000 Penalty: 4687.388672
	Iteration 18Q: 3 clusters Score -1046232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1046265.375000 Penalty: 4687.388672
	Iteration 19Q: 3 clusters Score -1046265 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1046292.687500 Penalty: 4687.388672
	Iteration 20F: 3 clusters Score -1046293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1046312.562500 Penalty: 4687.388672
	Iteration 21Q: 3 clusters Score -1046313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1046333.312500 Penalty: 4687.388672
	Iteration 22Q: 3 clusters Score -1046333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1046355.500000 Penalty: 4687.388672
	Iteration 23Q: 3 clusters Score -1046356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1046369.875000 Penalty: 4687.388672
	Iteration 24Q: 3 clusters Score -1046370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1046380.812500 Penalty: 4687.388672
	Iteration 25Q: 3 clusters Score -1046381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1046392.312500 Penalty: 4687.388672
	Iteration 26Q: 3 clusters Score -1046392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1046399.437500 Penalty: 4687.388672
	Iteration 27Q: 3 clusters Score -1046399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1046413.000000 Penalty: 4687.388672
	Iteration 28Q: 3 clusters Score -1046413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1046421.125000 Penalty: 4687.388672
	Iteration 29Q: 3 clusters Score -1046421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1046433.125000 Penalty: 4687.388672
	Iteration 30Q: 3 clusters Score -1046433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1046440.187500 Penalty: 4687.388672
	Iteration 31Q: 3 clusters Score -1046440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1046448.750000 Penalty: 4687.388672
	Iteration 32Q: 3 clusters Score -1046449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1046456.187500 Penalty: 4687.388672
	Iteration 33Q: 3 clusters Score -1046456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1046459.812500 Penalty: 4687.388672
	Iteration 34Q: 3 clusters Score -1046460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1046461.625000 Penalty: 4687.388672
	Iteration 35Q: 3 clusters Score -1046462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1046464.562500 Penalty: 4687.388672
	Iteration 36Q: 3 clusters Score -1046465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1046465.375000 Penalty: 4687.388672
	Iteration 37Q: 3 clusters Score -1046465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1046464.562500 Penalty: 4687.388672
	Iteration 38Q: 3 clusters Score -1046465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1046469.250000 Penalty: 4687.388672
	Iteration 39Q: 3 clusters Score -1046469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1046470.625000 Penalty: 4687.388672
	Iteration 40F: 3 clusters Score -1046471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1046470.500000 Penalty: 4687.388672
	Iteration 41Q: 3 clusters Score -1046470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1046475.437500 Penalty: 4687.388672
	Iteration 42Q: 3 clusters Score -1046475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1046476.625000 Penalty: 4687.388672
	Iteration 43Q: 3 clusters Score -1046477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1046479.125000 Penalty: 4687.388672
	Iteration 44Q: 3 clusters Score -1046479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1046479.062500 Penalty: 4687.388672
	Iteration 45Q: 3 clusters Score -1046479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1046479.187500 Penalty: 4687.388672
	Iteration 46Q: 3 clusters Score -1046479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1046479.812500 Penalty: 4687.388672
	Iteration 47Q: 3 clusters Score -1046480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1046481.625000 Penalty: 4687.388672
	Iteration 48Q: 3 clusters Score -1046482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1046482.000000 Penalty: 4687.388672
	Iteration 49Q: 3 clusters Score -1046482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1046485.687500 Penalty: 4687.388672
	Iteration 50Q: 3 clusters Score -1046486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1046486.875000 Penalty: 4687.388672
	Iteration 51Q: 3 clusters Score -1046487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1046490.125000 Penalty: 4687.388672
	Iteration 52Q: 3 clusters Score -1046490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1046492.312500 Penalty: 4687.388672
	Iteration 53Q: 3 clusters Score -1046492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1046493.562500 Penalty: 4687.388672
	Iteration 54Q: 3 clusters Score -1046494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1046492.625000 Penalty: 4687.388672
	Iteration 55Q: 3 clusters Score -1046493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1046492.625000 Penalty: 4687.388672
	Iteration 56F: 3 clusters Score -1046493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Entering Unmasked Estep 
Score: -904078.437500 Penalty: 2291.446777
	Iteration 0F: 2 clusters Score -904078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -896296.750000 Penalty: 4582.893555
	Iteration 0F: 3 clusters Score -896296.8 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -898629.187500 Penalty: 4582.893555
	Iteration 1F: 3 clusters Score -898629.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -898924.312500 Penalty: 4582.893555
	Iteration 2F: 3 clusters Score -898924.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -899146.125000 Penalty: 4582.893555
	Iteration 3Q: 3 clusters Score -899146.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -899345.125000 Penalty: 4582.893555
	Iteration 4Q: 3 clusters Score -899345.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -899556.125000 Penalty: 4582.893555
	Iteration 5Q: 3 clusters Score -899556.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -899792.812500 Penalty: 4582.893555
	Iteration 6Q: 3 clusters Score -899792.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -900095.250000 Penalty: 4582.893555
	Iteration 7Q: 3 clusters Score -900095.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -900449.625000 Penalty: 4582.893555
	Iteration 8F: 3 clusters Score -900449.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -900815.062500 Penalty: 4582.893555
	Iteration 9Q: 3 clusters Score -900815.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -901197.062500 Penalty: 4582.893555
	Iteration 10Q: 3 clusters Score -901197.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -901500.812500 Penalty: 4582.893555
	Iteration 11Q: 3 clusters Score -901500.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -901733.875000 Penalty: 4582.893555
	Iteration 12Q: 3 clusters Score -901733.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -901894.500000 Penalty: 4582.893555
	Iteration 13Q: 3 clusters Score -901894.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -901999.500000 Penalty: 4582.893555
	Iteration 14Q: 3 clusters Score -901999.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -902070.750000 Penalty: 4582.893555
	Iteration 15Q: 3 clusters Score -902070.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -902121.000000 Penalty: 4582.893555
	Iteration 16Q: 3 clusters Score -902121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -902156.062500 Penalty: 4582.893555
	Iteration 17Q: 3 clusters Score -902156.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -902184.062500 Penalty: 4582.893555
	Iteration 18Q: 3 clusters Score -902184.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -902210.062500 Penalty: 4582.893555
	Iteration 19Q: 3 clusters Score -902210.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -902228.375000 Penalty: 4582.893555
	Iteration 20F: 3 clusters Score -902228.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -902246.875000 Penalty: 4582.893555
	Iteration 21Q: 3 clusters Score -902246.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -902268.875000 Penalty: 4582.893555
	Iteration 22Q: 3 clusters Score -902268.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -902281.250000 Penalty: 4582.893555
	Iteration 23Q: 3 clusters Score -902281.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -902286.812500 Penalty: 4582.893555
	Iteration 24Q: 3 clusters Score -902286.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -902290.437500 Penalty: 4582.893555
	Iteration 25Q: 3 clusters Score -902290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -902290.875000 Penalty: 4582.893555
	Iteration 26Q: 3 clusters Score -902290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -902292.625000 Penalty: 4582.893555
	Iteration 27Q: 3 clusters Score -902292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -902293.750000 Penalty: 4582.893555
	Iteration 28Q: 3 clusters Score -902293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -902293.750000 Penalty: 4582.893555
	Iteration 29F: 3 clusters Score -902293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Entering Unmasked Estep 
Score: -1073551.625000 Penalty: 2334.270996
	Iteration 0F: 2 clusters Score -1073552 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 6176 members 
Entering Unmasked Estep 
Score: -1064427.500000 Penalty: 4668.541992
	Iteration 0F: 3 clusters Score -1064428 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1067409.875000 Penalty: 4668.541992
	Iteration 1F: 3 clusters Score -1067410 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1067945.375000 Penalty: 4668.541992
	Iteration 2F: 3 clusters Score -1067945 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1068407.875000 Penalty: 4668.541992
	Iteration 3F: 3 clusters Score -1068408 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1068736.500000 Penalty: 4668.541992
	Iteration 4F: 3 clusters Score -1068736 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1068979.875000 Penalty: 4668.541992
	Iteration 5Q: 3 clusters Score -1068980 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1069160.875000 Penalty: 4668.541992
	Iteration 6Q: 3 clusters Score -1069161 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1069329.375000 Penalty: 4668.541992
	Iteration 7Q: 3 clusters Score -1069329 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1069480.375000 Penalty: 4668.541992
	Iteration 8Q: 3 clusters Score -1069480 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1069643.875000 Penalty: 4668.541992
	Iteration 9Q: 3 clusters Score -1069644 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1069814.125000 Penalty: 4668.541992
	Iteration 10Q: 3 clusters Score -1069814 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1069995.500000 Penalty: 4668.541992
	Iteration 11Q: 3 clusters Score -1069996 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1070196.125000 Penalty: 4668.541992
	Iteration 12Q: 3 clusters Score -1070196 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1070411.875000 Penalty: 4668.541992
	Iteration 13Q: 3 clusters Score -1070412 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1070624.875000 Penalty: 4668.541992
	Iteration 14Q: 3 clusters Score -1070625 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1070816.375000 Penalty: 4668.541992
	Iteration 15Q: 3 clusters Score -1070816 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1071007.250000 Penalty: 4668.541992
	Iteration 16Q: 3 clusters Score -1071007 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1071191.375000 Penalty: 4668.541992
	Iteration 17Q: 3 clusters Score -1071191 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1071325.250000 Penalty: 4668.541992
	Iteration 18Q: 3 clusters Score -1071325 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1071423.500000 Penalty: 4668.541992
	Iteration 19Q: 3 clusters Score -1071424 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1071501.000000 Penalty: 4668.541992
	Iteration 20F: 3 clusters Score -1071501 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1071571.625000 Penalty: 4668.541992
	Iteration 21Q: 3 clusters Score -1071572 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1071628.500000 Penalty: 4668.541992
	Iteration 22Q: 3 clusters Score -1071628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1071672.625000 Penalty: 4668.541992
	Iteration 23Q: 3 clusters Score -1071673 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1071702.875000 Penalty: 4668.541992
	Iteration 24Q: 3 clusters Score -1071703 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1071735.375000 Penalty: 4668.541992
	Iteration 25Q: 3 clusters Score -1071735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1071760.375000 Penalty: 4668.541992
	Iteration 26Q: 3 clusters Score -1071760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1071786.750000 Penalty: 4668.541992
	Iteration 27Q: 3 clusters Score -1071787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1071808.125000 Penalty: 4668.541992
	Iteration 28Q: 3 clusters Score -1071808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1071832.750000 Penalty: 4668.541992
	Iteration 29Q: 3 clusters Score -1071833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1071864.000000 Penalty: 4668.541992
	Iteration 30Q: 3 clusters Score -1071864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1071883.625000 Penalty: 4668.541992
	Iteration 31Q: 3 clusters Score -1071884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1071901.375000 Penalty: 4668.541992
	Iteration 32Q: 3 clusters Score -1071901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1071915.875000 Penalty: 4668.541992
	Iteration 33Q: 3 clusters Score -1071916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1071926.250000 Penalty: 4668.541992
	Iteration 34Q: 3 clusters Score -1071926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1071935.750000 Penalty: 4668.541992
	Iteration 35Q: 3 clusters Score -1071936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1071948.625000 Penalty: 4668.541992
	Iteration 36Q: 3 clusters Score -1071949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1071962.125000 Penalty: 4668.541992
	Iteration 37Q: 3 clusters Score -1071962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1071975.250000 Penalty: 4668.541992
	Iteration 38Q: 3 clusters Score -1071975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1071991.000000 Penalty: 4668.541992
	Iteration 39Q: 3 clusters Score -1071991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1072001.375000 Penalty: 4668.541992
	Iteration 40F: 3 clusters Score -1072001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1072015.250000 Penalty: 4668.541992
	Iteration 41Q: 3 clusters Score -1072015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1072026.750000 Penalty: 4668.541992
	Iteration 42Q: 3 clusters Score -1072027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1072033.625000 Penalty: 4668.541992
	Iteration 43Q: 3 clusters Score -1072034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1072042.375000 Penalty: 4668.541992
	Iteration 44Q: 3 clusters Score -1072042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1072043.500000 Penalty: 4668.541992
	Iteration 45Q: 3 clusters Score -1072044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1072049.000000 Penalty: 4668.541992
	Iteration 46Q: 3 clusters Score -1072049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1072053.875000 Penalty: 4668.541992
	Iteration 47Q: 3 clusters Score -1072054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1072056.250000 Penalty: 4668.541992
	Iteration 48Q: 3 clusters Score -1072056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1072055.500000 Penalty: 4668.541992
	Iteration 49Q: 3 clusters Score -1072056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1072057.125000 Penalty: 4668.541992
	Iteration 50Q: 3 clusters Score -1072057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1072056.500000 Penalty: 4668.541992
	Iteration 51Q: 3 clusters Score -1072056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1072057.625000 Penalty: 4668.541992
	Iteration 52Q: 3 clusters Score -1072058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1072061.375000 Penalty: 4668.541992
	Iteration 53Q: 3 clusters Score -1072061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1072058.750000 Penalty: 4668.541992
	Iteration 54Q: 3 clusters Score -1072059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1072060.125000 Penalty: 4668.541992
	Iteration 55Q: 3 clusters Score -1072060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1072060.125000 Penalty: 4668.541992
	Iteration 56F: 3 clusters Score -1072060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Entering Unmasked Estep 
Score: -357836.875000 Penalty: 2088.983887
	Iteration 0F: 2 clusters Score -357836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -353617.968750 Penalty: 4177.967773
	Iteration 0F: 3 clusters Score -353618 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -354798.593750 Penalty: 4177.967773
	Iteration 1F: 3 clusters Score -354798.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -355058.875000 Penalty: 4177.967773
	Iteration 2F: 3 clusters Score -355058.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -355189.093750 Penalty: 4177.967773
	Iteration 3Q: 3 clusters Score -355189.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -355321.000000 Penalty: 4177.967773
	Iteration 4Q: 3 clusters Score -355321 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -355433.031250 Penalty: 4177.967773
	Iteration 5Q: 3 clusters Score -355433 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -355527.031250 Penalty: 4177.967773
	Iteration 6Q: 3 clusters Score -355527 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -355631.062500 Penalty: 4177.967773
	Iteration 7Q: 3 clusters Score -355631.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -355732.687500 Penalty: 4177.967773
	Iteration 8Q: 3 clusters Score -355732.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -355824.187500 Penalty: 4177.967773
	Iteration 9Q: 3 clusters Score -355824.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -355900.812500 Penalty: 4177.967773
	Iteration 10Q: 3 clusters Score -355900.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -355964.406250 Penalty: 4177.967773
	Iteration 11Q: 3 clusters Score -355964.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -356026.125000 Penalty: 4177.967773
	Iteration 12Q: 3 clusters Score -356026.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -356078.312500 Penalty: 4177.967773
	Iteration 13Q: 3 clusters Score -356078.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -356129.000000 Penalty: 4177.967773
	Iteration 14Q: 3 clusters Score -356129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -356165.781250 Penalty: 4177.967773
	Iteration 15Q: 3 clusters Score -356165.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -356204.250000 Penalty: 4177.967773
	Iteration 16Q: 3 clusters Score -356204.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -356233.218750 Penalty: 4177.967773
	Iteration 17Q: 3 clusters Score -356233.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -356264.125000 Penalty: 4177.967773
	Iteration 18Q: 3 clusters Score -356264.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -356297.687500 Penalty: 4177.967773
	Iteration 19Q: 3 clusters Score -356297.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -356325.562500 Penalty: 4177.967773
	Iteration 20F: 3 clusters Score -356325.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -356352.625000 Penalty: 4177.967773
	Iteration 21Q: 3 clusters Score -356352.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -356376.093750 Penalty: 4177.967773
	Iteration 22Q: 3 clusters Score -356376.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -356394.343750 Penalty: 4177.967773
	Iteration 23Q: 3 clusters Score -356394.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -356407.062500 Penalty: 4177.967773
	Iteration 24Q: 3 clusters Score -356407.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -356412.187500 Penalty: 4177.967773
	Iteration 25Q: 3 clusters Score -356412.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -356417.812500 Penalty: 4177.967773
	Iteration 26Q: 3 clusters Score -356417.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -356424.031250 Penalty: 4177.967773
	Iteration 27Q: 3 clusters Score -356424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -356427.125000 Penalty: 4177.967773
	Iteration 28Q: 3 clusters Score -356427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -356432.531250 Penalty: 4177.967773
	Iteration 29Q: 3 clusters Score -356432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -356435.562500 Penalty: 4177.967773
	Iteration 30Q: 3 clusters Score -356435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -356437.843750 Penalty: 4177.967773
	Iteration 31Q: 3 clusters Score -356437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -356437.812500 Penalty: 4177.967773
	Iteration 32Q: 3 clusters Score -356437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -356437.812500 Penalty: 4177.967773
	Iteration 33F: 3 clusters Score -356437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Entering Unmasked Estep 
Score: -1977634.125000 Penalty: 2490.898438
	Iteration 0F: 2 clusters Score -1977634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1961578.250000 Penalty: 4981.796875
	Iteration 0F: 3 clusters Score -1961578 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1967086.875000 Penalty: 4981.796875
	Iteration 1F: 3 clusters Score -1967087 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1967669.500000 Penalty: 4981.796875
	Iteration 2F: 3 clusters Score -1967670 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1968279.000000 Penalty: 4981.796875
	Iteration 3F: 3 clusters Score -1968279 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1968969.375000 Penalty: 4981.796875
	Iteration 4F: 3 clusters Score -1968969 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1969802.500000 Penalty: 4981.796875
	Iteration 5F: 3 clusters Score -1969802 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1970749.000000 Penalty: 4981.796875
	Iteration 6F: 3 clusters Score -1970749 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1971793.250000 Penalty: 4981.796875
	Iteration 7F: 3 clusters Score -1971793 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1972747.500000 Penalty: 4981.796875
	Iteration 8F: 3 clusters Score -1972748 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1973519.250000 Penalty: 4981.796875
	Iteration 9Q: 3 clusters Score -1973519 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1974065.500000 Penalty: 4981.796875
	Iteration 10Q: 3 clusters Score -1974066 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1974445.625000 Penalty: 4981.796875
	Iteration 11Q: 3 clusters Score -1974446 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1974741.250000 Penalty: 4981.796875
	Iteration 12Q: 3 clusters Score -1974741 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1974974.375000 Penalty: 4981.796875
	Iteration 13Q: 3 clusters Score -1974974 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1975135.500000 Penalty: 4981.796875
	Iteration 14Q: 3 clusters Score -1975136 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1975237.250000 Penalty: 4981.796875
	Iteration 15Q: 3 clusters Score -1975237 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1975317.000000 Penalty: 4981.796875
	Iteration 16Q: 3 clusters Score -1975317 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1975398.875000 Penalty: 4981.796875
	Iteration 17Q: 3 clusters Score -1975399 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1975474.375000 Penalty: 4981.796875
	Iteration 18Q: 3 clusters Score -1975474 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1975527.750000 Penalty: 4981.796875
	Iteration 19Q: 3 clusters Score -1975528 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1975582.250000 Penalty: 4981.796875
	Iteration 20F: 3 clusters Score -1975582 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1975612.000000 Penalty: 4981.796875
	Iteration 21Q: 3 clusters Score -1975612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1975633.625000 Penalty: 4981.796875
	Iteration 22Q: 3 clusters Score -1975634 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1975648.375000 Penalty: 4981.796875
	Iteration 23Q: 3 clusters Score -1975648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1975663.875000 Penalty: 4981.796875
	Iteration 24Q: 3 clusters Score -1975664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1975687.875000 Penalty: 4981.796875
	Iteration 25Q: 3 clusters Score -1975688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1975698.000000 Penalty: 4981.796875
	Iteration 26Q: 3 clusters Score -1975698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1975712.375000 Penalty: 4981.796875
	Iteration 27Q: 3 clusters Score -1975712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1975722.000000 Penalty: 4981.796875
	Iteration 28Q: 3 clusters Score -1975722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1975737.750000 Penalty: 4981.796875
	Iteration 29Q: 3 clusters Score -1975738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1975745.750000 Penalty: 4981.796875
	Iteration 30Q: 3 clusters Score -1975746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1975759.125000 Penalty: 4981.796875
	Iteration 31Q: 3 clusters Score -1975759 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1975767.000000 Penalty: 4981.796875
	Iteration 32Q: 3 clusters Score -1975767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1975776.500000 Penalty: 4981.796875
	Iteration 33Q: 3 clusters Score -1975776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1975780.375000 Penalty: 4981.796875
	Iteration 34Q: 3 clusters Score -1975780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1975794.500000 Penalty: 4981.796875
	Iteration 35Q: 3 clusters Score -1975794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1975794.750000 Penalty: 4981.796875
	Iteration 36Q: 3 clusters Score -1975795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1975811.500000 Penalty: 4981.796875
	Iteration 37Q: 3 clusters Score -1975812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1975814.625000 Penalty: 4981.796875
	Iteration 38Q: 3 clusters Score -1975815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1975823.875000 Penalty: 4981.796875
	Iteration 39Q: 3 clusters Score -1975824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1975829.250000 Penalty: 4981.796875
	Iteration 40F: 3 clusters Score -1975829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1975830.750000 Penalty: 4981.796875
	Iteration 41Q: 3 clusters Score -1975831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1975834.625000 Penalty: 4981.796875
	Iteration 42Q: 3 clusters Score -1975835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1975839.000000 Penalty: 4981.796875
	Iteration 43Q: 3 clusters Score -1975839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1975841.125000 Penalty: 4981.796875
	Iteration 44Q: 3 clusters Score -1975841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1975842.000000 Penalty: 4981.796875
	Iteration 45Q: 3 clusters Score -1975842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1975839.750000 Penalty: 4981.796875
	Iteration 46Q: 3 clusters Score -1975840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1975838.125000 Penalty: 4981.796875
	Iteration 47Q: 3 clusters Score -1975838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1975837.000000 Penalty: 4981.796875
	Iteration 48Q: 3 clusters Score -1975837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1975841.250000 Penalty: 4981.796875
	Iteration 49Q: 3 clusters Score -1975841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1975843.125000 Penalty: 4981.796875
	Iteration 50Q: 3 clusters Score -1975843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1975841.875000 Penalty: 4981.796875
	Iteration 51Q: 3 clusters Score -1975842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1975842.875000 Penalty: 4981.796875
	Iteration 52Q: 3 clusters Score -1975843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1975842.000000 Penalty: 4981.796875
	Iteration 53Q: 3 clusters Score -1975842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1975840.250000 Penalty: 4981.796875
	Iteration 54Q: 3 clusters Score -1975840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1975840.750000 Penalty: 4981.796875
	Iteration 55Q: 3 clusters Score -1975841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1975840.875000 Penalty: 4981.796875
	Iteration 56Q: 3 clusters Score -1975841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1975843.625000 Penalty: 4981.796875
	Iteration 57Q: 3 clusters Score -1975844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1975841.375000 Penalty: 4981.796875
	Iteration 58Q: 3 clusters Score -1975841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1975842.375000 Penalty: 4981.796875
	Iteration 59Q: 3 clusters Score -1975842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1975844.375000 Penalty: 4981.796875
	Iteration 60F: 3 clusters Score -1975844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1975848.875000 Penalty: 4981.796875
	Iteration 61Q: 3 clusters Score -1975849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1975856.500000 Penalty: 4981.796875
	Iteration 62Q: 3 clusters Score -1975856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1975860.375000 Penalty: 4981.796875
	Iteration 63Q: 3 clusters Score -1975860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1975865.250000 Penalty: 4981.796875
	Iteration 64Q: 3 clusters Score -1975865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1975862.750000 Penalty: 4981.796875
	Iteration 65Q: 3 clusters Score -1975863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1975863.750000 Penalty: 4981.796875
	Iteration 66Q: 3 clusters Score -1975864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1975868.750000 Penalty: 4981.796875
	Iteration 67Q: 3 clusters Score -1975869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1975863.375000 Penalty: 4981.796875
	Iteration 68Q: 3 clusters Score -1975863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1975867.375000 Penalty: 4981.796875
	Iteration 69Q: 3 clusters Score -1975867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1975869.500000 Penalty: 4981.796875
	Iteration 70Q: 3 clusters Score -1975870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1975871.750000 Penalty: 4981.796875
	Iteration 71Q: 3 clusters Score -1975872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1975869.625000 Penalty: 4981.796875
	Iteration 72Q: 3 clusters Score -1975870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1975870.875000 Penalty: 4981.796875
	Iteration 73Q: 3 clusters Score -1975871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1975871.250000 Penalty: 4981.796875
	Iteration 74Q: 3 clusters Score -1975871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1975868.125000 Penalty: 4981.796875
	Iteration 75Q: 3 clusters Score -1975868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1975865.125000 Penalty: 4981.796875
	Iteration 76Q: 3 clusters Score -1975865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1975868.125000 Penalty: 4981.796875
	Iteration 77Q: 3 clusters Score -1975868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1975867.000000 Penalty: 4981.796875
	Iteration 78Q: 3 clusters Score -1975867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1975865.500000 Penalty: 4981.796875
	Iteration 79Q: 3 clusters Score -1975866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1975864.500000 Penalty: 4981.796875
	Iteration 80F: 3 clusters Score -1975864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1975864.625000 Penalty: 4981.796875
	Iteration 81Q: 3 clusters Score -1975865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1975864.625000 Penalty: 4981.796875
	Iteration 82F: 3 clusters Score -1975865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Entering Unmasked Estep 
Score: -590453.875000 Penalty: 2184.994141
	Iteration 0F: 2 clusters Score -590453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -584862.062500 Penalty: 4369.988281
	Iteration 0F: 3 clusters Score -584862.1 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -586366.750000 Penalty: 4369.988281
	Iteration 1F: 3 clusters Score -586366.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -586591.875000 Penalty: 4369.988281
	Iteration 2F: 3 clusters Score -586591.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -586721.312500 Penalty: 4369.988281
	Iteration 3Q: 3 clusters Score -586721.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -586792.375000 Penalty: 4369.988281
	Iteration 4Q: 3 clusters Score -586792.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -586842.937500 Penalty: 4369.988281
	Iteration 5Q: 3 clusters Score -586842.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -586886.000000 Penalty: 4369.988281
	Iteration 6Q: 3 clusters Score -586886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -586924.937500 Penalty: 4369.988281
	Iteration 7Q: 3 clusters Score -586924.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -586970.062500 Penalty: 4369.988281
	Iteration 8Q: 3 clusters Score -586970.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -587021.875000 Penalty: 4369.988281
	Iteration 9Q: 3 clusters Score -587021.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -587075.937500 Penalty: 4369.988281
	Iteration 10Q: 3 clusters Score -587075.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -587138.125000 Penalty: 4369.988281
	Iteration 11Q: 3 clusters Score -587138.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -587200.250000 Penalty: 4369.988281
	Iteration 12Q: 3 clusters Score -587200.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -587275.500000 Penalty: 4369.988281
	Iteration 13Q: 3 clusters Score -587275.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -587367.625000 Penalty: 4369.988281
	Iteration 14Q: 3 clusters Score -587367.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -587474.312500 Penalty: 4369.988281
	Iteration 15Q: 3 clusters Score -587474.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -587594.437500 Penalty: 4369.988281
	Iteration 16Q: 3 clusters Score -587594.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -587730.062500 Penalty: 4369.988281
	Iteration 17Q: 3 clusters Score -587730.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -587875.687500 Penalty: 4369.988281
	Iteration 18Q: 3 clusters Score -587875.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -588001.562500 Penalty: 4369.988281
	Iteration 19Q: 3 clusters Score -588001.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -588124.562500 Penalty: 4369.988281
	Iteration 20F: 3 clusters Score -588124.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -588225.250000 Penalty: 4369.988281
	Iteration 21Q: 3 clusters Score -588225.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -588304.375000 Penalty: 4369.988281
	Iteration 22Q: 3 clusters Score -588304.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -588354.437500 Penalty: 4369.988281
	Iteration 23Q: 3 clusters Score -588354.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -588389.187500 Penalty: 4369.988281
	Iteration 24Q: 3 clusters Score -588389.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -588431.625000 Penalty: 4369.988281
	Iteration 25Q: 3 clusters Score -588431.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -588470.187500 Penalty: 4369.988281
	Iteration 26Q: 3 clusters Score -588470.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -588498.875000 Penalty: 4369.988281
	Iteration 27Q: 3 clusters Score -588498.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -588524.125000 Penalty: 4369.988281
	Iteration 28Q: 3 clusters Score -588524.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -588536.937500 Penalty: 4369.988281
	Iteration 29Q: 3 clusters Score -588536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -588540.750000 Penalty: 4369.988281
	Iteration 30Q: 3 clusters Score -588540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -588545.937500 Penalty: 4369.988281
	Iteration 31Q: 3 clusters Score -588545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -588546.812500 Penalty: 4369.988281
	Iteration 32Q: 3 clusters Score -588546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -588549.500000 Penalty: 4369.988281
	Iteration 33Q: 3 clusters Score -588549.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -588555.562500 Penalty: 4369.988281
	Iteration 34Q: 3 clusters Score -588555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -588557.125000 Penalty: 4369.988281
	Iteration 35Q: 3 clusters Score -588557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -588558.000000 Penalty: 4369.988281
	Iteration 36Q: 3 clusters Score -588558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -588561.437500 Penalty: 4369.988281
	Iteration 37Q: 3 clusters Score -588561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -588566.187500 Penalty: 4369.988281
	Iteration 38Q: 3 clusters Score -588566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -588568.500000 Penalty: 4369.988281
	Iteration 39Q: 3 clusters Score -588568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -588571.375000 Penalty: 4369.988281
	Iteration 40F: 3 clusters Score -588571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -588572.750000 Penalty: 4369.988281
	Iteration 41Q: 3 clusters Score -588572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -588572.750000 Penalty: 4369.988281
	Iteration 42F: 3 clusters Score -588572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -262201.375000 Penalty: 2041.513184
	Iteration 0F: 2 clusters Score -262201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -258509.390625 Penalty: 4083.026367
	Iteration 0F: 3 clusters Score -258509.4 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -259645.890625 Penalty: 4083.026367
	Iteration 1F: 3 clusters Score -259645.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -260149.296875 Penalty: 4083.026367
	Iteration 2F: 3 clusters Score -260149.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -260647.328125 Penalty: 4083.026367
	Iteration 3F: 3 clusters Score -260647.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -261057.218750 Penalty: 4083.026367
	Iteration 4F: 3 clusters Score -261057.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -261334.796875 Penalty: 4083.026367
	Iteration 5F: 3 clusters Score -261334.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -261498.546875 Penalty: 4083.026367
	Iteration 6Q: 3 clusters Score -261498.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -261582.562500 Penalty: 4083.026367
	Iteration 7Q: 3 clusters Score -261582.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -261626.140625 Penalty: 4083.026367
	Iteration 8Q: 3 clusters Score -261626.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -261660.015625 Penalty: 4083.026367
	Iteration 9Q: 3 clusters Score -261660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -261675.437500 Penalty: 4083.026367
	Iteration 10Q: 3 clusters Score -261675.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -261683.859375 Penalty: 4083.026367
	Iteration 11Q: 3 clusters Score -261683.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -261689.265625 Penalty: 4083.026367
	Iteration 12Q: 3 clusters Score -261689.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -261692.406250 Penalty: 4083.026367
	Iteration 13Q: 3 clusters Score -261692.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -261695.890625 Penalty: 4083.026367
	Iteration 14Q: 3 clusters Score -261695.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -261701.140625 Penalty: 4083.026367
	Iteration 15Q: 3 clusters Score -261701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -261703.531250 Penalty: 4083.026367
	Iteration 16Q: 3 clusters Score -261703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -261704.812500 Penalty: 4083.026367
	Iteration 17Q: 3 clusters Score -261704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -261706.312500 Penalty: 4083.026367
	Iteration 18Q: 3 clusters Score -261706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -261707.453125 Penalty: 4083.026367
	Iteration 19Q: 3 clusters Score -261707.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -261707.453125 Penalty: 4083.026367
	Iteration 20F: 3 clusters Score -261707.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -478251.406250 Penalty: 2134.135986
	Iteration 0F: 2 clusters Score -478251.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -473417.093750 Penalty: 4268.271973
	Iteration 0F: 3 clusters Score -473417.1 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -474534.125000 Penalty: 4268.271973
	Iteration 1F: 3 clusters Score -474534.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -474746.312500 Penalty: 4268.271973
	Iteration 2F: 3 clusters Score -474746.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -474857.250000 Penalty: 4268.271973
	Iteration 3Q: 3 clusters Score -474857.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -474935.218750 Penalty: 4268.271973
	Iteration 4Q: 3 clusters Score -474935.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -474994.656250 Penalty: 4268.271973
	Iteration 5Q: 3 clusters Score -474994.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -475036.312500 Penalty: 4268.271973
	Iteration 6Q: 3 clusters Score -475036.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -475072.093750 Penalty: 4268.271973
	Iteration 7Q: 3 clusters Score -475072.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -475105.000000 Penalty: 4268.271973
	Iteration 8Q: 3 clusters Score -475105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -475133.937500 Penalty: 4268.271973
	Iteration 9Q: 3 clusters Score -475133.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -475155.625000 Penalty: 4268.271973
	Iteration 10Q: 3 clusters Score -475155.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -475176.968750 Penalty: 4268.271973
	Iteration 11Q: 3 clusters Score -475177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -475196.656250 Penalty: 4268.271973
	Iteration 12Q: 3 clusters Score -475196.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475213.250000 Penalty: 4268.271973
	Iteration 13Q: 3 clusters Score -475213.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475225.968750 Penalty: 4268.271973
	Iteration 14Q: 3 clusters Score -475226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -475234.375000 Penalty: 4268.271973
	Iteration 15Q: 3 clusters Score -475234.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -475242.906250 Penalty: 4268.271973
	Iteration 16Q: 3 clusters Score -475242.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -475253.656250 Penalty: 4268.271973
	Iteration 17Q: 3 clusters Score -475253.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -475261.531250 Penalty: 4268.271973
	Iteration 18Q: 3 clusters Score -475261.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -475269.031250 Penalty: 4268.271973
	Iteration 19Q: 3 clusters Score -475269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -475273.375000 Penalty: 4268.271973
	Iteration 20F: 3 clusters Score -475273.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -475277.593750 Penalty: 4268.271973
	Iteration 21Q: 3 clusters Score -475277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -475279.375000 Penalty: 4268.271973
	Iteration 22Q: 3 clusters Score -475279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475280.687500 Penalty: 4268.271973
	Iteration 23Q: 3 clusters Score -475280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475281.781250 Penalty: 4268.271973
	Iteration 24Q: 3 clusters Score -475281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -475283.968750 Penalty: 4268.271973
	Iteration 25Q: 3 clusters Score -475284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -475285.593750 Penalty: 4268.271973
	Iteration 26Q: 3 clusters Score -475285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -475285.531250 Penalty: 4268.271973
	Iteration 27Q: 3 clusters Score -475285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -475287.812500 Penalty: 4268.271973
	Iteration 28Q: 3 clusters Score -475287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -475287.500000 Penalty: 4268.271973
	Iteration 29Q: 3 clusters Score -475287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -475287.375000 Penalty: 4268.271973
	Iteration 30Q: 3 clusters Score -475287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -475289.812500 Penalty: 4268.271973
	Iteration 31Q: 3 clusters Score -475289.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -475292.125000 Penalty: 4268.271973
	Iteration 32Q: 3 clusters Score -475292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -475292.562500 Penalty: 4268.271973
	Iteration 33Q: 3 clusters Score -475292.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -475295.156250 Penalty: 4268.271973
	Iteration 34Q: 3 clusters Score -475295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -475297.062500 Penalty: 4268.271973
	Iteration 35Q: 3 clusters Score -475297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -475300.031250 Penalty: 4268.271973
	Iteration 36Q: 3 clusters Score -475300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -475302.781250 Penalty: 4268.271973
	Iteration 37Q: 3 clusters Score -475302.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -475306.406250 Penalty: 4268.271973
	Iteration 38Q: 3 clusters Score -475306.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -475309.937500 Penalty: 4268.271973
	Iteration 39Q: 3 clusters Score -475309.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -475313.437500 Penalty: 4268.271973
	Iteration 40F: 3 clusters Score -475313.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -475316.968750 Penalty: 4268.271973
	Iteration 41Q: 3 clusters Score -475317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -475319.218750 Penalty: 4268.271973
	Iteration 42Q: 3 clusters Score -475319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -475321.531250 Penalty: 4268.271973
	Iteration 43Q: 3 clusters Score -475321.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -475323.968750 Penalty: 4268.271973
	Iteration 44Q: 3 clusters Score -475324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -475324.906250 Penalty: 4268.271973
	Iteration 45Q: 3 clusters Score -475324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -475325.593750 Penalty: 4268.271973
	Iteration 46Q: 3 clusters Score -475325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -475325.125000 Penalty: 4268.271973
	Iteration 47Q: 3 clusters Score -475325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -475325.062500 Penalty: 4268.271973
	Iteration 48Q: 3 clusters Score -475325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -475325.062500 Penalty: 4268.271973
	Iteration 49F: 3 clusters Score -475325.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Entering Unmasked Estep 
Score: -1126908.375000 Penalty: 2351.906250
	Iteration 0F: 2 clusters Score -1126908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1117214.750000 Penalty: 4703.812500
	Iteration 0F: 3 clusters Score -1117215 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1120283.250000 Penalty: 4703.812500
	Iteration 1F: 3 clusters Score -1120283 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1120841.375000 Penalty: 4703.812500
	Iteration 2F: 3 clusters Score -1120841 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1121382.375000 Penalty: 4703.812500
	Iteration 3F: 3 clusters Score -1121382 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1121969.875000 Penalty: 4703.812500
	Iteration 4F: 3 clusters Score -1121970 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1122578.750000 Penalty: 4703.812500
	Iteration 5F: 3 clusters Score -1122579 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1123162.875000 Penalty: 4703.812500
	Iteration 6F: 3 clusters Score -1123163 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1123725.625000 Penalty: 4703.812500
	Iteration 7F: 3 clusters Score -1123726 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1124221.875000 Penalty: 4703.812500
	Iteration 8Q: 3 clusters Score -1124222 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1124612.750000 Penalty: 4703.812500
	Iteration 9Q: 3 clusters Score -1124613 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1124880.750000 Penalty: 4703.812500
	Iteration 10Q: 3 clusters Score -1124881 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1125070.375000 Penalty: 4703.812500
	Iteration 11Q: 3 clusters Score -1125070 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1125207.375000 Penalty: 4703.812500
	Iteration 12Q: 3 clusters Score -1125207 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1125282.000000 Penalty: 4703.812500
	Iteration 13Q: 3 clusters Score -1125282 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1125347.500000 Penalty: 4703.812500
	Iteration 14Q: 3 clusters Score -1125348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1125388.750000 Penalty: 4703.812500
	Iteration 15Q: 3 clusters Score -1125389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1125410.500000 Penalty: 4703.812500
	Iteration 16Q: 3 clusters Score -1125410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1125427.750000 Penalty: 4703.812500
	Iteration 17Q: 3 clusters Score -1125428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1125439.375000 Penalty: 4703.812500
	Iteration 18Q: 3 clusters Score -1125439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1125450.125000 Penalty: 4703.812500
	Iteration 19Q: 3 clusters Score -1125450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1125457.875000 Penalty: 4703.812500
	Iteration 20F: 3 clusters Score -1125458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1125464.375000 Penalty: 4703.812500
	Iteration 21Q: 3 clusters Score -1125464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1125469.750000 Penalty: 4703.812500
	Iteration 22Q: 3 clusters Score -1125470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1125471.375000 Penalty: 4703.812500
	Iteration 23Q: 3 clusters Score -1125471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1125478.125000 Penalty: 4703.812500
	Iteration 24Q: 3 clusters Score -1125478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1125480.250000 Penalty: 4703.812500
	Iteration 25Q: 3 clusters Score -1125480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1125479.875000 Penalty: 4703.812500
	Iteration 26Q: 3 clusters Score -1125480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1125487.625000 Penalty: 4703.812500
	Iteration 27Q: 3 clusters Score -1125488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1125490.000000 Penalty: 4703.812500
	Iteration 28Q: 3 clusters Score -1125490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1125495.000000 Penalty: 4703.812500
	Iteration 29Q: 3 clusters Score -1125495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1125504.625000 Penalty: 4703.812500
	Iteration 30Q: 3 clusters Score -1125505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1125508.375000 Penalty: 4703.812500
	Iteration 31Q: 3 clusters Score -1125508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1125513.000000 Penalty: 4703.812500
	Iteration 32Q: 3 clusters Score -1125513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1125516.375000 Penalty: 4703.812500
	Iteration 33Q: 3 clusters Score -1125516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1125519.500000 Penalty: 4703.812500
	Iteration 34Q: 3 clusters Score -1125520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1125519.875000 Penalty: 4703.812500
	Iteration 35Q: 3 clusters Score -1125520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1125521.750000 Penalty: 4703.812500
	Iteration 36Q: 3 clusters Score -1125522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1125522.500000 Penalty: 4703.812500
	Iteration 37Q: 3 clusters Score -1125522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1125523.375000 Penalty: 4703.812500
	Iteration 38Q: 3 clusters Score -1125523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1125525.250000 Penalty: 4703.812500
	Iteration 39Q: 3 clusters Score -1125525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1125523.375000 Penalty: 4703.812500
	Iteration 40F: 3 clusters Score -1125523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1125526.500000 Penalty: 4703.812500
	Iteration 41Q: 3 clusters Score -1125526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1125528.500000 Penalty: 4703.812500
	Iteration 42Q: 3 clusters Score -1125528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1125529.500000 Penalty: 4703.812500
	Iteration 43Q: 3 clusters Score -1125530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1125529.750000 Penalty: 4703.812500
	Iteration 44Q: 3 clusters Score -1125530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1125531.125000 Penalty: 4703.812500
	Iteration 45Q: 3 clusters Score -1125531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1125531.750000 Penalty: 4703.812500
	Iteration 46Q: 3 clusters Score -1125532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1125534.750000 Penalty: 4703.812500
	Iteration 47Q: 3 clusters Score -1125535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1125536.500000 Penalty: 4703.812500
	Iteration 48Q: 3 clusters Score -1125536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1125535.750000 Penalty: 4703.812500
	Iteration 49Q: 3 clusters Score -1125536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1125536.750000 Penalty: 4703.812500
	Iteration 50Q: 3 clusters Score -1125537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1125536.375000 Penalty: 4703.812500
	Iteration 51Q: 3 clusters Score -1125536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1125534.375000 Penalty: 4703.812500
	Iteration 52Q: 3 clusters Score -1125534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1125533.625000 Penalty: 4703.812500
	Iteration 53Q: 3 clusters Score -1125534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1125535.625000 Penalty: 4703.812500
	Iteration 54Q: 3 clusters Score -1125536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1125535.500000 Penalty: 4703.812500
	Iteration 55Q: 3 clusters Score -1125536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1125535.500000 Penalty: 4703.812500
	Iteration 56F: 3 clusters Score -1125536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Entering Unmasked Estep 
Score: -766686.125000 Penalty: 2251.133789
	Iteration 0F: 2 clusters Score -766686.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -759844.375000 Penalty: 4502.267578
	Iteration 0F: 3 clusters Score -759844.4 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -761794.625000 Penalty: 4502.267578
	Iteration 1F: 3 clusters Score -761794.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -762062.437500 Penalty: 4502.267578
	Iteration 2F: 3 clusters Score -762062.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -762240.000000 Penalty: 4502.267578
	Iteration 3Q: 3 clusters Score -762240 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -762397.500000 Penalty: 4502.267578
	Iteration 4Q: 3 clusters Score -762397.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -762519.750000 Penalty: 4502.267578
	Iteration 5Q: 3 clusters Score -762519.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -762611.562500 Penalty: 4502.267578
	Iteration 6Q: 3 clusters Score -762611.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -762695.937500 Penalty: 4502.267578
	Iteration 7Q: 3 clusters Score -762695.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -762773.625000 Penalty: 4502.267578
	Iteration 8Q: 3 clusters Score -762773.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -762849.750000 Penalty: 4502.267578
	Iteration 9Q: 3 clusters Score -762849.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -762915.500000 Penalty: 4502.267578
	Iteration 10Q: 3 clusters Score -762915.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -762984.937500 Penalty: 4502.267578
	Iteration 11Q: 3 clusters Score -762984.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -763061.437500 Penalty: 4502.267578
	Iteration 12Q: 3 clusters Score -763061.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -763149.937500 Penalty: 4502.267578
	Iteration 13Q: 3 clusters Score -763149.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -763258.875000 Penalty: 4502.267578
	Iteration 14Q: 3 clusters Score -763258.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -763413.312500 Penalty: 4502.267578
	Iteration 15Q: 3 clusters Score -763413.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -763597.812500 Penalty: 4502.267578
	Iteration 16Q: 3 clusters Score -763597.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -763837.375000 Penalty: 4502.267578
	Iteration 17Q: 3 clusters Score -763837.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -764080.625000 Penalty: 4502.267578
	Iteration 18Q: 3 clusters Score -764080.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -764297.500000 Penalty: 4502.267578
	Iteration 19Q: 3 clusters Score -764297.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -764440.437500 Penalty: 4502.267578
	Iteration 20F: 3 clusters Score -764440.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -764552.437500 Penalty: 4502.267578
	Iteration 21Q: 3 clusters Score -764552.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -764634.125000 Penalty: 4502.267578
	Iteration 22Q: 3 clusters Score -764634.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -764686.375000 Penalty: 4502.267578
	Iteration 23Q: 3 clusters Score -764686.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -764715.812500 Penalty: 4502.267578
	Iteration 24Q: 3 clusters Score -764715.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -764741.437500 Penalty: 4502.267578
	Iteration 25Q: 3 clusters Score -764741.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -764766.375000 Penalty: 4502.267578
	Iteration 26Q: 3 clusters Score -764766.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -764783.687500 Penalty: 4502.267578
	Iteration 27Q: 3 clusters Score -764783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -764794.125000 Penalty: 4502.267578
	Iteration 28Q: 3 clusters Score -764794.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -764806.750000 Penalty: 4502.267578
	Iteration 29Q: 3 clusters Score -764806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -764814.875000 Penalty: 4502.267578
	Iteration 30Q: 3 clusters Score -764814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -764824.750000 Penalty: 4502.267578
	Iteration 31Q: 3 clusters Score -764824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -764831.125000 Penalty: 4502.267578
	Iteration 32Q: 3 clusters Score -764831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -764832.437500 Penalty: 4502.267578
	Iteration 33Q: 3 clusters Score -764832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -764834.625000 Penalty: 4502.267578
	Iteration 34Q: 3 clusters Score -764834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -764833.687500 Penalty: 4502.267578
	Iteration 35Q: 3 clusters Score -764833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -764833.500000 Penalty: 4502.267578
	Iteration 36Q: 3 clusters Score -764833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -764834.187500 Penalty: 4502.267578
	Iteration 37Q: 3 clusters Score -764834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -764833.375000 Penalty: 4502.267578
	Iteration 38Q: 3 clusters Score -764833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -764834.500000 Penalty: 4502.267578
	Iteration 39Q: 3 clusters Score -764834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -764834.500000 Penalty: 4502.267578
	Iteration 40F: 3 clusters Score -764834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (106373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106373 members 
Entering Unmasked Estep 
Score: -9091471.000000 Penalty: 2870.527344
	Iteration 0F: 2 clusters Score -9091471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -9020710.000000 Penalty: 5741.054688
	Iteration 0F: 3 clusters Score -9020710 nChanged 50063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -9049142.000000 Penalty: 5741.054688
	Iteration 1F: 3 clusters Score -9049142 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -9050083.000000 Penalty: 5741.054688
	Iteration 2Q: 3 clusters Score -9050083 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -9051355.000000 Penalty: 5741.054688
	Iteration 3Q: 3 clusters Score -9051355 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -9053186.000000 Penalty: 5741.054688
	Iteration 4Q: 3 clusters Score -9053186 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -9055565.000000 Penalty: 5741.054688
	Iteration 5F: 3 clusters Score -9055565 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -9058845.000000 Penalty: 5741.054688
	Iteration 6F: 3 clusters Score -9058845 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -9062922.000000 Penalty: 5741.054688
	Iteration 7F: 3 clusters Score -9062922 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -9067390.000000 Penalty: 5741.054688
	Iteration 8F: 3 clusters Score -9067390 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -9071772.000000 Penalty: 5741.054688
	Iteration 9F: 3 clusters Score -9071772 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -9075901.000000 Penalty: 5741.054688
	Iteration 10Q: 3 clusters Score -9075901 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -9079598.000000 Penalty: 5741.054688
	Iteration 11Q: 3 clusters Score -9079598 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -9082321.000000 Penalty: 5741.054688
	Iteration 12Q: 3 clusters Score -9082321 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -9084020.000000 Penalty: 5741.054688
	Iteration 13Q: 3 clusters Score -9084020 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
Score: -9084874.000000 Penalty: 5741.054688
	Iteration 14Q: 3 clusters Score -9084874 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -9085446.000000 Penalty: 5741.054688
	Iteration 15Q: 3 clusters Score -9085446 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -9085868.000000 Penalty: 5741.054688
	Iteration 16Q: 3 clusters Score -9085868 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -9086198.000000 Penalty: 5741.054688
	Iteration 17Q: 3 clusters Score -9086198 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -9086422.000000 Penalty: 5741.054688
	Iteration 18Q: 3 clusters Score -9086422 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -9086617.000000 Penalty: 5741.054688
	Iteration 19Q: 3 clusters Score -9086617 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -9086811.000000 Penalty: 5741.054688
	Iteration 20F: 3 clusters Score -9086811 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -9086969.000000 Penalty: 5741.054688
	Iteration 21Q: 3 clusters Score -9086969 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -9087082.000000 Penalty: 5741.054688
	Iteration 22Q: 3 clusters Score -9087082 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -9087165.000000 Penalty: 5741.054688
	Iteration 23Q: 3 clusters Score -9087165 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -9087336.000000 Penalty: 5741.054688
	Iteration 24Q: 3 clusters Score -9087336 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -9087442.000000 Penalty: 5741.054688
	Iteration 25Q: 3 clusters Score -9087442 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -9087541.000000 Penalty: 5741.054688
	Iteration 26Q: 3 clusters Score -9087541 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 100678 members 
Entering Unmasked Estep 
Score: -9087644.000000 Penalty: 5741.054688
	Iteration 27Q: 3 clusters Score -9087644 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -9087715.000000 Penalty: 5741.054688
	Iteration 28Q: 3 clusters Score -9087715 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -9087802.000000 Penalty: 5741.054688
	Iteration 29Q: 3 clusters Score -9087802 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -9087861.000000 Penalty: 5741.054688
	Iteration 30Q: 3 clusters Score -9087861 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -9087962.000000 Penalty: 5741.054688
	Iteration 31Q: 3 clusters Score -9087962 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -9088012.000000 Penalty: 5741.054688
	Iteration 32Q: 3 clusters Score -9088012 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -9088082.000000 Penalty: 5741.054688
	Iteration 33Q: 3 clusters Score -9088082 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -9088155.000000 Penalty: 5741.054688
	Iteration 34Q: 3 clusters Score -9088155 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 102583 members 
Entering Unmasked Estep 
Score: -9088186.000000 Penalty: 5741.054688
	Iteration 35Q: 3 clusters Score -9088186 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 102757 members 
Entering Unmasked Estep 
Score: -9088257.000000 Penalty: 5741.054688
	Iteration 36Q: 3 clusters Score -9088257 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -9088332.000000 Penalty: 5741.054688
	Iteration 37Q: 3 clusters Score -9088332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 103098 members 
Entering Unmasked Estep 
Score: -9088379.000000 Penalty: 5741.054688
	Iteration 38Q: 3 clusters Score -9088379 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -9088413.000000 Penalty: 5741.054688
	Iteration 39Q: 3 clusters Score -9088413 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -9088441.000000 Penalty: 5741.054688
	Iteration 40F: 3 clusters Score -9088441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -9088449.000000 Penalty: 5741.054688
	Iteration 41Q: 3 clusters Score -9088449 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -9088504.000000 Penalty: 5741.054688
	Iteration 42Q: 3 clusters Score -9088504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -9088519.000000 Penalty: 5741.054688
	Iteration 43Q: 3 clusters Score -9088519 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 103860 members 
Entering Unmasked Estep 
Score: -9088550.000000 Penalty: 5741.054688
	Iteration 44Q: 3 clusters Score -9088550 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -9088552.000000 Penalty: 5741.054688
	Iteration 45Q: 3 clusters Score -9088552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -9088587.000000 Penalty: 5741.054688
	Iteration 46Q: 3 clusters Score -9088587 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -9088618.000000 Penalty: 5741.054688
	Iteration 47Q: 3 clusters Score -9088618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -9088648.000000 Penalty: 5741.054688
	Iteration 48Q: 3 clusters Score -9088648 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -9088675.000000 Penalty: 5741.054688
	Iteration 49Q: 3 clusters Score -9088675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -9088724.000000 Penalty: 5741.054688
	Iteration 50Q: 3 clusters Score -9088724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -9088776.000000 Penalty: 5741.054688
	Iteration 51Q: 3 clusters Score -9088776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -9088804.000000 Penalty: 5741.054688
	Iteration 52Q: 3 clusters Score -9088804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -9088842.000000 Penalty: 5741.054688
	Iteration 53Q: 3 clusters Score -9088842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -9088874.000000 Penalty: 5741.054688
	Iteration 54Q: 3 clusters Score -9088874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -9088912.000000 Penalty: 5741.054688
	Iteration 55Q: 3 clusters Score -9088912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 104784 members 
Entering Unmasked Estep 
Score: -9088938.000000 Penalty: 5741.054688
	Iteration 56Q: 3 clusters Score -9088938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 104835 members 
Entering Unmasked Estep 
Score: -9088968.000000 Penalty: 5741.054688
	Iteration 57Q: 3 clusters Score -9088968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -9088972.000000 Penalty: 5741.054688
	Iteration 58Q: 3 clusters Score -9088972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -9088982.000000 Penalty: 5741.054688
	Iteration 59Q: 3 clusters Score -9088982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -9089012.000000 Penalty: 5741.054688
	Iteration 60F: 3 clusters Score -9089012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -9089022.000000 Penalty: 5741.054688
	Iteration 61Q: 3 clusters Score -9089022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 104989 members 
Entering Unmasked Estep 
Score: -9089022.000000 Penalty: 5741.054688
	Iteration 62Q: 3 clusters Score -9089022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -9089047.000000 Penalty: 5741.054688
	Iteration 63Q: 3 clusters Score -9089047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -9089058.000000 Penalty: 5741.054688
	Iteration 64Q: 3 clusters Score -9089058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
Score: -9089053.000000 Penalty: 5741.054688
	Iteration 65Q: 3 clusters Score -9089053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 105043 members 
Entering Unmasked Estep 
Score: -9089049.000000 Penalty: 5741.054688
	Iteration 66Q: 3 clusters Score -9089049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -9089045.000000 Penalty: 5741.054688
	Iteration 67Q: 3 clusters Score -9089045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -9089056.000000 Penalty: 5741.054688
	Iteration 68Q: 3 clusters Score -9089056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -9089051.000000 Penalty: 5741.054688
	Iteration 69Q: 3 clusters Score -9089051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 105071 members 
Entering Unmasked Estep 
Score: -9089051.000000 Penalty: 5741.054688
	Iteration 70Q: 3 clusters Score -9089051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -9089057.000000 Penalty: 5741.054688
	Iteration 71Q: 3 clusters Score -9089057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -9089050.000000 Penalty: 5741.054688
	Iteration 72Q: 3 clusters Score -9089050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 105089 members 
Entering Unmasked Estep 
Score: -9089055.000000 Penalty: 5741.054688
	Iteration 73Q: 3 clusters Score -9089055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -9089052.000000 Penalty: 5741.054688
	Iteration 74Q: 3 clusters Score -9089052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 105099 members 
Entering Unmasked Estep 
Score: -9089068.000000 Penalty: 5741.054688
	Iteration 75Q: 3 clusters Score -9089068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -9089065.000000 Penalty: 5741.054688
	Iteration 76Q: 3 clusters Score -9089065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -9089066.000000 Penalty: 5741.054688
	Iteration 77Q: 3 clusters Score -9089066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 105119 members 
Entering Unmasked Estep 
Score: -9089074.000000 Penalty: 5741.054688
	Iteration 78Q: 3 clusters Score -9089074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -9089072.000000 Penalty: 5741.054688
	Iteration 79Q: 3 clusters Score -9089072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -9089067.000000 Penalty: 5741.054688
	Iteration 80F: 3 clusters Score -9089067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 105138 members 
Entering Unmasked Estep 
Score: -9089077.000000 Penalty: 5741.054688
	Iteration 81Q: 3 clusters Score -9089077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -9089078.000000 Penalty: 5741.054688
	Iteration 82Q: 3 clusters Score -9089078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -9089079.000000 Penalty: 5741.054688
	Iteration 83Q: 3 clusters Score -9089079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -9089082.000000 Penalty: 5741.054688
	Iteration 84Q: 3 clusters Score -9089082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 105146 members 
Entering Unmasked Estep 
Score: -9089082.000000 Penalty: 5741.054688
	Iteration 85Q: 3 clusters Score -9089082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -9089079.000000 Penalty: 5741.054688
	Iteration 86Q: 3 clusters Score -9089079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -9089079.000000 Penalty: 5741.054688
	Iteration 87F: 3 clusters Score -9089079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -434145.656250 Penalty: 2131.166504
	Iteration 0F: 2 clusters Score -434145.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -429393.687500 Penalty: 4262.333008
	Iteration 0F: 3 clusters Score -429393.7 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -430536.093750 Penalty: 4262.333008
	Iteration 1F: 3 clusters Score -430536.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -430740.593750 Penalty: 4262.333008
	Iteration 2F: 3 clusters Score -430740.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -430882.906250 Penalty: 4262.333008
	Iteration 3Q: 3 clusters Score -430882.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -430994.156250 Penalty: 4262.333008
	Iteration 4Q: 3 clusters Score -430994.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -431064.000000 Penalty: 4262.333008
	Iteration 5Q: 3 clusters Score -431064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -431118.312500 Penalty: 4262.333008
	Iteration 6Q: 3 clusters Score -431118.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -431161.281250 Penalty: 4262.333008
	Iteration 7Q: 3 clusters Score -431161.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -431195.750000 Penalty: 4262.333008
	Iteration 8Q: 3 clusters Score -431195.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -431232.250000 Penalty: 4262.333008
	Iteration 9Q: 3 clusters Score -431232.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -431264.156250 Penalty: 4262.333008
	Iteration 10Q: 3 clusters Score -431264.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -431295.531250 Penalty: 4262.333008
	Iteration 11Q: 3 clusters Score -431295.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -431329.281250 Penalty: 4262.333008
	Iteration 12Q: 3 clusters Score -431329.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -431357.625000 Penalty: 4262.333008
	Iteration 13Q: 3 clusters Score -431357.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -431391.437500 Penalty: 4262.333008
	Iteration 14Q: 3 clusters Score -431391.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -431425.843750 Penalty: 4262.333008
	Iteration 15Q: 3 clusters Score -431425.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -431452.750000 Penalty: 4262.333008
	Iteration 16Q: 3 clusters Score -431452.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -431480.093750 Penalty: 4262.333008
	Iteration 17Q: 3 clusters Score -431480.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -431504.718750 Penalty: 4262.333008
	Iteration 18Q: 3 clusters Score -431504.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -431526.093750 Penalty: 4262.333008
	Iteration 19Q: 3 clusters Score -431526.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -431540.437500 Penalty: 4262.333008
	Iteration 20F: 3 clusters Score -431540.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -431551.562500 Penalty: 4262.333008
	Iteration 21Q: 3 clusters Score -431551.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -431559.687500 Penalty: 4262.333008
	Iteration 22Q: 3 clusters Score -431559.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -431570.406250 Penalty: 4262.333008
	Iteration 23Q: 3 clusters Score -431570.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -431578.718750 Penalty: 4262.333008
	Iteration 24Q: 3 clusters Score -431578.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -431589.531250 Penalty: 4262.333008
	Iteration 25Q: 3 clusters Score -431589.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -431595.875000 Penalty: 4262.333008
	Iteration 26Q: 3 clusters Score -431595.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -431603.562500 Penalty: 4262.333008
	Iteration 27Q: 3 clusters Score -431603.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -431607.968750 Penalty: 4262.333008
	Iteration 28Q: 3 clusters Score -431608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -431614.593750 Penalty: 4262.333008
	Iteration 29Q: 3 clusters Score -431614.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -431622.187500 Penalty: 4262.333008
	Iteration 30Q: 3 clusters Score -431622.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -431627.625000 Penalty: 4262.333008
	Iteration 31Q: 3 clusters Score -431627.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -431636.281250 Penalty: 4262.333008
	Iteration 32Q: 3 clusters Score -431636.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -431643.406250 Penalty: 4262.333008
	Iteration 33Q: 3 clusters Score -431643.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -431649.562500 Penalty: 4262.333008
	Iteration 34Q: 3 clusters Score -431649.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -431656.375000 Penalty: 4262.333008
	Iteration 35Q: 3 clusters Score -431656.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -431665.781250 Penalty: 4262.333008
	Iteration 36Q: 3 clusters Score -431665.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -431677.468750 Penalty: 4262.333008
	Iteration 37Q: 3 clusters Score -431677.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -431687.000000 Penalty: 4262.333008
	Iteration 38Q: 3 clusters Score -431687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -431698.968750 Penalty: 4262.333008
	Iteration 39Q: 3 clusters Score -431699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -431709.531250 Penalty: 4262.333008
	Iteration 40F: 3 clusters Score -431709.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -431721.468750 Penalty: 4262.333008
	Iteration 41Q: 3 clusters Score -431721.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -431731.625000 Penalty: 4262.333008
	Iteration 42Q: 3 clusters Score -431731.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -431743.843750 Penalty: 4262.333008
	Iteration 43Q: 3 clusters Score -431743.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -431757.000000 Penalty: 4262.333008
	Iteration 44Q: 3 clusters Score -431757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -431768.906250 Penalty: 4262.333008
	Iteration 45Q: 3 clusters Score -431768.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -431783.531250 Penalty: 4262.333008
	Iteration 46Q: 3 clusters Score -431783.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -431795.000000 Penalty: 4262.333008
	Iteration 47Q: 3 clusters Score -431795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -431812.000000 Penalty: 4262.333008
	Iteration 48Q: 3 clusters Score -431812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -431833.062500 Penalty: 4262.333008
	Iteration 49Q: 3 clusters Score -431833.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -431849.000000 Penalty: 4262.333008
	Iteration 50Q: 3 clusters Score -431849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -431870.468750 Penalty: 4262.333008
	Iteration 51Q: 3 clusters Score -431870.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -431884.250000 Penalty: 4262.333008
	Iteration 52Q: 3 clusters Score -431884.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -431900.000000 Penalty: 4262.333008
	Iteration 53Q: 3 clusters Score -431900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -431919.250000 Penalty: 4262.333008
	Iteration 54Q: 3 clusters Score -431919.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -431938.843750 Penalty: 4262.333008
	Iteration 55Q: 3 clusters Score -431938.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -431958.218750 Penalty: 4262.333008
	Iteration 56Q: 3 clusters Score -431958.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -431972.125000 Penalty: 4262.333008
	Iteration 57Q: 3 clusters Score -431972.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -431991.343750 Penalty: 4262.333008
	Iteration 58Q: 3 clusters Score -431991.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -432009.375000 Penalty: 4262.333008
	Iteration 59Q: 3 clusters Score -432009.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -432022.531250 Penalty: 4262.333008
	Iteration 60F: 3 clusters Score -432022.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -432032.187500 Penalty: 4262.333008
	Iteration 61Q: 3 clusters Score -432032.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -432041.718750 Penalty: 4262.333008
	Iteration 62Q: 3 clusters Score -432041.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -432049.625000 Penalty: 4262.333008
	Iteration 63Q: 3 clusters Score -432049.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -432053.562500 Penalty: 4262.333008
	Iteration 64Q: 3 clusters Score -432053.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -432059.218750 Penalty: 4262.333008
	Iteration 65Q: 3 clusters Score -432059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -432063.531250 Penalty: 4262.333008
	Iteration 66Q: 3 clusters Score -432063.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -432066.625000 Penalty: 4262.333008
	Iteration 67Q: 3 clusters Score -432066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -432071.343750 Penalty: 4262.333008
	Iteration 68Q: 3 clusters Score -432071.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -432075.875000 Penalty: 4262.333008
	Iteration 69Q: 3 clusters Score -432075.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -432081.281250 Penalty: 4262.333008
	Iteration 70Q: 3 clusters Score -432081.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -432092.250000 Penalty: 4262.333008
	Iteration 71Q: 3 clusters Score -432092.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -432103.187500 Penalty: 4262.333008
	Iteration 72Q: 3 clusters Score -432103.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -432113.406250 Penalty: 4262.333008
	Iteration 73Q: 3 clusters Score -432113.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -432117.750000 Penalty: 4262.333008
	Iteration 74Q: 3 clusters Score -432117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -432120.406250 Penalty: 4262.333008
	Iteration 75Q: 3 clusters Score -432120.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -432124.031250 Penalty: 4262.333008
	Iteration 76Q: 3 clusters Score -432124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -432124.312500 Penalty: 4262.333008
	Iteration 77Q: 3 clusters Score -432124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -432125.593750 Penalty: 4262.333008
	Iteration 78Q: 3 clusters Score -432125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -432128.125000 Penalty: 4262.333008
	Iteration 79Q: 3 clusters Score -432128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -432128.281250 Penalty: 4262.333008
	Iteration 80F: 3 clusters Score -432128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -432129.562500 Penalty: 4262.333008
	Iteration 81Q: 3 clusters Score -432129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -432130.187500 Penalty: 4262.333008
	Iteration 82Q: 3 clusters Score -432130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -432131.656250 Penalty: 4262.333008
	Iteration 83Q: 3 clusters Score -432131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -432131.093750 Penalty: 4262.333008
	Iteration 84Q: 3 clusters Score -432131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -432131.093750 Penalty: 4262.333008
	Iteration 85F: 3 clusters Score -432131.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -420490.093750 Penalty: 2101.363770
	Iteration 0F: 2 clusters Score -420490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -416144.531250 Penalty: 4202.727539
	Iteration 0F: 3 clusters Score -416144.5 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -417137.906250 Penalty: 4202.727539
	Iteration 1F: 3 clusters Score -417137.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -417304.031250 Penalty: 4202.727539
	Iteration 2F: 3 clusters Score -417304 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -417400.375000 Penalty: 4202.727539
	Iteration 3Q: 3 clusters Score -417400.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -417485.812500 Penalty: 4202.727539
	Iteration 4Q: 3 clusters Score -417485.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -417555.500000 Penalty: 4202.727539
	Iteration 5Q: 3 clusters Score -417555.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -417604.906250 Penalty: 4202.727539
	Iteration 6Q: 3 clusters Score -417604.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -417633.843750 Penalty: 4202.727539
	Iteration 7Q: 3 clusters Score -417633.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -417656.406250 Penalty: 4202.727539
	Iteration 8Q: 3 clusters Score -417656.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -417673.375000 Penalty: 4202.727539
	Iteration 9Q: 3 clusters Score -417673.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -417687.750000 Penalty: 4202.727539
	Iteration 10Q: 3 clusters Score -417687.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -417698.625000 Penalty: 4202.727539
	Iteration 11Q: 3 clusters Score -417698.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -417707.031250 Penalty: 4202.727539
	Iteration 12Q: 3 clusters Score -417707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -417717.562500 Penalty: 4202.727539
	Iteration 13Q: 3 clusters Score -417717.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -417724.250000 Penalty: 4202.727539
	Iteration 14Q: 3 clusters Score -417724.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -417732.187500 Penalty: 4202.727539
	Iteration 15Q: 3 clusters Score -417732.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -417739.812500 Penalty: 4202.727539
	Iteration 16Q: 3 clusters Score -417739.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -417749.093750 Penalty: 4202.727539
	Iteration 17Q: 3 clusters Score -417749.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -417755.625000 Penalty: 4202.727539
	Iteration 18Q: 3 clusters Score -417755.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -417762.406250 Penalty: 4202.727539
	Iteration 19Q: 3 clusters Score -417762.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -417769.593750 Penalty: 4202.727539
	Iteration 20F: 3 clusters Score -417769.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -417783.093750 Penalty: 4202.727539
	Iteration 21Q: 3 clusters Score -417783.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -417794.718750 Penalty: 4202.727539
	Iteration 22Q: 3 clusters Score -417794.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -417805.843750 Penalty: 4202.727539
	Iteration 23Q: 3 clusters Score -417805.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -417814.250000 Penalty: 4202.727539
	Iteration 24Q: 3 clusters Score -417814.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -417823.937500 Penalty: 4202.727539
	Iteration 25Q: 3 clusters Score -417823.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -417832.187500 Penalty: 4202.727539
	Iteration 26Q: 3 clusters Score -417832.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -417841.375000 Penalty: 4202.727539
	Iteration 27Q: 3 clusters Score -417841.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -417856.312500 Penalty: 4202.727539
	Iteration 28Q: 3 clusters Score -417856.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -417874.718750 Penalty: 4202.727539
	Iteration 29Q: 3 clusters Score -417874.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -417896.062500 Penalty: 4202.727539
	Iteration 30Q: 3 clusters Score -417896.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -417919.031250 Penalty: 4202.727539
	Iteration 31Q: 3 clusters Score -417919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -417941.281250 Penalty: 4202.727539
	Iteration 32Q: 3 clusters Score -417941.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -417965.500000 Penalty: 4202.727539
	Iteration 33Q: 3 clusters Score -417965.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -417997.156250 Penalty: 4202.727539
	Iteration 34Q: 3 clusters Score -417997.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -418035.875000 Penalty: 4202.727539
	Iteration 35Q: 3 clusters Score -418035.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -418070.156250 Penalty: 4202.727539
	Iteration 36Q: 3 clusters Score -418070.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -418114.906250 Penalty: 4202.727539
	Iteration 37Q: 3 clusters Score -418114.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -418159.968750 Penalty: 4202.727539
	Iteration 38Q: 3 clusters Score -418160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -418206.125000 Penalty: 4202.727539
	Iteration 39Q: 3 clusters Score -418206.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -418246.875000 Penalty: 4202.727539
	Iteration 40F: 3 clusters Score -418246.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -418281.625000 Penalty: 4202.727539
	Iteration 41Q: 3 clusters Score -418281.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -418314.031250 Penalty: 4202.727539
	Iteration 42Q: 3 clusters Score -418314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -418330.812500 Penalty: 4202.727539
	Iteration 43Q: 3 clusters Score -418330.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -418348.093750 Penalty: 4202.727539
	Iteration 44Q: 3 clusters Score -418348.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -418362.937500 Penalty: 4202.727539
	Iteration 45Q: 3 clusters Score -418362.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -418375.437500 Penalty: 4202.727539
	Iteration 46Q: 3 clusters Score -418375.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -418389.000000 Penalty: 4202.727539
	Iteration 47Q: 3 clusters Score -418389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -418406.687500 Penalty: 4202.727539
	Iteration 48Q: 3 clusters Score -418406.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -418420.968750 Penalty: 4202.727539
	Iteration 49Q: 3 clusters Score -418421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -418433.468750 Penalty: 4202.727539
	Iteration 50Q: 3 clusters Score -418433.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -418451.406250 Penalty: 4202.727539
	Iteration 51Q: 3 clusters Score -418451.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -418466.250000 Penalty: 4202.727539
	Iteration 52Q: 3 clusters Score -418466.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -418476.656250 Penalty: 4202.727539
	Iteration 53Q: 3 clusters Score -418476.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -418490.218750 Penalty: 4202.727539
	Iteration 54Q: 3 clusters Score -418490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -418502.625000 Penalty: 4202.727539
	Iteration 55Q: 3 clusters Score -418502.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -418511.468750 Penalty: 4202.727539
	Iteration 56Q: 3 clusters Score -418511.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -418516.875000 Penalty: 4202.727539
	Iteration 57Q: 3 clusters Score -418516.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -418522.781250 Penalty: 4202.727539
	Iteration 58Q: 3 clusters Score -418522.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -418527.531250 Penalty: 4202.727539
	Iteration 59Q: 3 clusters Score -418527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -418533.312500 Penalty: 4202.727539
	Iteration 60F: 3 clusters Score -418533.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -418537.312500 Penalty: 4202.727539
	Iteration 61Q: 3 clusters Score -418537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -418538.937500 Penalty: 4202.727539
	Iteration 62Q: 3 clusters Score -418538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -418543.531250 Penalty: 4202.727539
	Iteration 63Q: 3 clusters Score -418543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -418547.593750 Penalty: 4202.727539
	Iteration 64Q: 3 clusters Score -418547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -418548.500000 Penalty: 4202.727539
	Iteration 65Q: 3 clusters Score -418548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -418550.625000 Penalty: 4202.727539
	Iteration 66Q: 3 clusters Score -418550.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -418550.625000 Penalty: 4202.727539
	Iteration 67F: 3 clusters Score -418550.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10334 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13563 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15810 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7968 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31374 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4552 members 
Mstep: Class 24 contains 23016 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13141 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106373 members 
Mstep: Class 31 contains 5396 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203816.000000 Penalty: 103566.023438
Iteration 159Q: 33 clusters Score -3.820382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6194 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13562 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15803 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7969 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31377 members 
Mstep: Class 19 contains 38137 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4552 members 
Mstep: Class 24 contains 23018 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3762 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13141 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106375 members 
Mstep: Class 31 contains 5398 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203812.000000 Penalty: 103566.023438
Iteration 160F: 33 clusters Score -3.820381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10328 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13554 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15801 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7971 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31378 members 
Mstep: Class 19 contains 38135 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4552 members 
Mstep: Class 24 contains 23019 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3767 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13142 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106379 members 
Mstep: Class 31 contains 5399 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203808.000000 Penalty: 103566.023438
Iteration 161Q: 33 clusters Score -3.820381e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10326 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13546 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15797 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7975 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31379 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 23020 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13141 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106381 members 
Mstep: Class 31 contains 5402 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203824.000000 Penalty: 103566.023438
Iteration 162Q: 33 clusters Score -3.820382e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10323 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13544 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15792 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7975 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31385 members 
Mstep: Class 19 contains 38132 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 23021 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3772 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13139 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106379 members 
Mstep: Class 31 contains 5406 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203856.000000 Penalty: 103566.023438
Iteration 163Q: 33 clusters Score -3.820386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10322 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13546 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15785 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7975 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31388 members 
Mstep: Class 19 contains 38132 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 23019 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3773 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13139 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106379 members 
Mstep: Class 31 contains 5408 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203852.000000 Penalty: 103566.023438
Iteration 164Q: 33 clusters Score -3.820385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13549 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15782 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31385 members 
Mstep: Class 19 contains 38132 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4553 members 
Mstep: Class 24 contains 23019 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3772 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13139 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106377 members 
Mstep: Class 31 contains 5410 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203836.000000 Penalty: 103566.023438
Iteration 165Q: 33 clusters Score -3.820384e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13549 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15778 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31383 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4553 members 
Mstep: Class 24 contains 23020 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3775 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13137 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106376 members 
Mstep: Class 31 contains 5411 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203836.000000 Penalty: 103566.023438
Iteration 166Q: 33 clusters Score -3.820384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6205 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10320 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13549 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7977 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31382 members 
Mstep: Class 19 contains 38132 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23021 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13138 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106377 members 
Mstep: Class 31 contains 5413 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203876.000000 Penalty: 103566.023438
Iteration 167Q: 33 clusters Score -3.820388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10318 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13549 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15770 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17363 members 
Mstep: Class 18 contains 31381 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23022 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3778 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13135 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 106381 members 
Mstep: Class 31 contains 5418 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203888.000000 Penalty: 103566.023438
Iteration 168Q: 33 clusters Score -3.820389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6208 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 13552 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15769 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31379 members 
Mstep: Class 19 contains 38123 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23023 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3778 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106378 members 
Mstep: Class 31 contains 5423 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203880.000000 Penalty: 103566.023438
Iteration 169Q: 33 clusters Score -3.820388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6213 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13551 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15763 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7980 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31377 members 
Mstep: Class 19 contains 38124 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23024 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106376 members 
Mstep: Class 31 contains 5427 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203860.000000 Penalty: 103566.023438
Iteration 170Q: 33 clusters Score -3.820386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6215 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13551 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15755 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7979 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31381 members 
Mstep: Class 19 contains 38124 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106378 members 
Mstep: Class 31 contains 5427 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203876.000000 Penalty: 103566.023438
Iteration 171Q: 33 clusters Score -3.820388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6216 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13550 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15749 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7979 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31382 members 
Mstep: Class 19 contains 38125 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106382 members 
Mstep: Class 31 contains 5427 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203876.000000 Penalty: 103566.023438
Iteration 172Q: 33 clusters Score -3.820388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6217 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13550 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15748 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31382 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106378 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203872.000000 Penalty: 103566.023438
Iteration 173Q: 33 clusters Score -3.820387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6218 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13549 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15748 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31382 members 
Mstep: Class 19 contains 38126 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3776 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106381 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203868.000000 Penalty: 103566.023438
Iteration 174Q: 33 clusters Score -3.820387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6219 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15749 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7980 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31383 members 
Mstep: Class 19 contains 38124 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106382 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203864.000000 Penalty: 103566.023438
Iteration 175Q: 33 clusters Score -3.820386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6220 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13545 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15748 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31384 members 
Mstep: Class 19 contains 38125 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106381 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203868.000000 Penalty: 103566.023438
Iteration 176Q: 33 clusters Score -3.820387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6220 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13543 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15747 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31385 members 
Mstep: Class 19 contains 38126 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106381 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203852.000000 Penalty: 103566.023438
Iteration 177Q: 33 clusters Score -3.820385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6220 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13543 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15747 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31386 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3776 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106380 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203868.000000 Penalty: 103566.023438
Iteration 178Q: 33 clusters Score -3.820387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6220 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 13543 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 15747 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 31386 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 3776 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 13134 members 
Mstep: Class 29 contains 8754 members 
Mstep: Class 30 contains 106380 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38203868.000000 Penalty: 103566.023438
Iteration 179F: 33 clusters Score -3.820387e+07 nChanged 0
Entering ConstructFrom: 
Score: -38203868.000000 Penalty: 103566.023438
Entering ConstructFrom: 
Trying to split cluster 1 (23692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Entering Unmasked Estep 
Score: -2045739.375000 Penalty: 2498.077393
	Iteration 0F: 2 clusters Score -2045739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2029316.000000 Penalty: 4996.154785
	Iteration 0F: 3 clusters Score -2029316 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2035037.250000 Penalty: 4996.154785
	Iteration 1F: 3 clusters Score -2035037 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2035608.125000 Penalty: 4996.154785
	Iteration 2F: 3 clusters Score -2035608 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2036313.250000 Penalty: 4996.154785
	Iteration 3F: 3 clusters Score -2036313 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2037204.000000 Penalty: 4996.154785
	Iteration 4F: 3 clusters Score -2037204 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2038419.125000 Penalty: 4996.154785
	Iteration 5F: 3 clusters Score -2038419 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2039841.125000 Penalty: 4996.154785
	Iteration 6F: 3 clusters Score -2039841 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2041090.750000 Penalty: 4996.154785
	Iteration 7F: 3 clusters Score -2041091 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2042040.500000 Penalty: 4996.154785
	Iteration 8Q: 3 clusters Score -2042040 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2042660.000000 Penalty: 4996.154785
	Iteration 9Q: 3 clusters Score -2042660 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2043028.875000 Penalty: 4996.154785
	Iteration 10Q: 3 clusters Score -2043029 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2043259.750000 Penalty: 4996.154785
	Iteration 11Q: 3 clusters Score -2043260 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2043391.750000 Penalty: 4996.154785
	Iteration 12Q: 3 clusters Score -2043392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2043490.125000 Penalty: 4996.154785
	Iteration 13Q: 3 clusters Score -2043490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2043547.875000 Penalty: 4996.154785
	Iteration 14Q: 3 clusters Score -2043548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2043585.500000 Penalty: 4996.154785
	Iteration 15Q: 3 clusters Score -2043586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2043618.125000 Penalty: 4996.154785
	Iteration 16Q: 3 clusters Score -2043618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2043649.125000 Penalty: 4996.154785
	Iteration 17Q: 3 clusters Score -2043649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2043662.250000 Penalty: 4996.154785
	Iteration 18Q: 3 clusters Score -2043662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2043675.000000 Penalty: 4996.154785
	Iteration 19Q: 3 clusters Score -2043675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2043686.125000 Penalty: 4996.154785
	Iteration 20F: 3 clusters Score -2043686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2043690.500000 Penalty: 4996.154785
	Iteration 21Q: 3 clusters Score -2043690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2043695.500000 Penalty: 4996.154785
	Iteration 22Q: 3 clusters Score -2043696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2043702.000000 Penalty: 4996.154785
	Iteration 23Q: 3 clusters Score -2043702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2043705.875000 Penalty: 4996.154785
	Iteration 24Q: 3 clusters Score -2043706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2043711.375000 Penalty: 4996.154785
	Iteration 25Q: 3 clusters Score -2043711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2043715.250000 Penalty: 4996.154785
	Iteration 26Q: 3 clusters Score -2043715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2043720.375000 Penalty: 4996.154785
	Iteration 27Q: 3 clusters Score -2043720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2043720.000000 Penalty: 4996.154785
	Iteration 28Q: 3 clusters Score -2043720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2043722.000000 Penalty: 4996.154785
	Iteration 29Q: 3 clusters Score -2043722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2043724.750000 Penalty: 4996.154785
	Iteration 30Q: 3 clusters Score -2043725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2043730.750000 Penalty: 4996.154785
	Iteration 31Q: 3 clusters Score -2043731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2043730.125000 Penalty: 4996.154785
	Iteration 32Q: 3 clusters Score -2043730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2043727.250000 Penalty: 4996.154785
	Iteration 33Q: 3 clusters Score -2043727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2043727.250000 Penalty: 4996.154785
	Iteration 34F: 3 clusters Score -2043727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Entering Unmasked Estep 
Score: -668914.687500 Penalty: 2215.810303
	Iteration 0F: 2 clusters Score -668914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -662872.125000 Penalty: 4431.620605
	Iteration 0F: 3 clusters Score -662872.1 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -664445.375000 Penalty: 4431.620605
	Iteration 1F: 3 clusters Score -664445.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -664663.437500 Penalty: 4431.620605
	Iteration 2F: 3 clusters Score -664663.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -664806.687500 Penalty: 4431.620605
	Iteration 3Q: 3 clusters Score -664806.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -664915.250000 Penalty: 4431.620605
	Iteration 4Q: 3 clusters Score -664915.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -665021.375000 Penalty: 4431.620605
	Iteration 5Q: 3 clusters Score -665021.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -665118.000000 Penalty: 4431.620605
	Iteration 6Q: 3 clusters Score -665118 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -665219.437500 Penalty: 4431.620605
	Iteration 7Q: 3 clusters Score -665219.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -665337.500000 Penalty: 4431.620605
	Iteration 8Q: 3 clusters Score -665337.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -665473.000000 Penalty: 4431.620605
	Iteration 9Q: 3 clusters Score -665473 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -665597.437500 Penalty: 4431.620605
	Iteration 10Q: 3 clusters Score -665597.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -665715.875000 Penalty: 4431.620605
	Iteration 11Q: 3 clusters Score -665715.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -665831.875000 Penalty: 4431.620605
	Iteration 12Q: 3 clusters Score -665831.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -665952.625000 Penalty: 4431.620605
	Iteration 13Q: 3 clusters Score -665952.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -666078.000000 Penalty: 4431.620605
	Iteration 14Q: 3 clusters Score -666078 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -666219.312500 Penalty: 4431.620605
	Iteration 15Q: 3 clusters Score -666219.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -666344.312500 Penalty: 4431.620605
	Iteration 16Q: 3 clusters Score -666344.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -666457.375000 Penalty: 4431.620605
	Iteration 17Q: 3 clusters Score -666457.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -666542.687500 Penalty: 4431.620605
	Iteration 18Q: 3 clusters Score -666542.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -666628.187500 Penalty: 4431.620605
	Iteration 19Q: 3 clusters Score -666628.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -666708.187500 Penalty: 4431.620605
	Iteration 20F: 3 clusters Score -666708.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -666773.812500 Penalty: 4431.620605
	Iteration 21Q: 3 clusters Score -666773.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -666830.875000 Penalty: 4431.620605
	Iteration 22Q: 3 clusters Score -666830.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -666865.875000 Penalty: 4431.620605
	Iteration 23Q: 3 clusters Score -666865.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -666888.312500 Penalty: 4431.620605
	Iteration 24Q: 3 clusters Score -666888.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -666910.375000 Penalty: 4431.620605
	Iteration 25Q: 3 clusters Score -666910.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -666929.000000 Penalty: 4431.620605
	Iteration 26Q: 3 clusters Score -666929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -666944.625000 Penalty: 4431.620605
	Iteration 27Q: 3 clusters Score -666944.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -666951.562500 Penalty: 4431.620605
	Iteration 28Q: 3 clusters Score -666951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -666956.000000 Penalty: 4431.620605
	Iteration 29Q: 3 clusters Score -666956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -666961.187500 Penalty: 4431.620605
	Iteration 30Q: 3 clusters Score -666961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -666965.437500 Penalty: 4431.620605
	Iteration 31Q: 3 clusters Score -666965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -666968.062500 Penalty: 4431.620605
	Iteration 32Q: 3 clusters Score -666968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -666971.437500 Penalty: 4431.620605
	Iteration 33Q: 3 clusters Score -666971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -666975.687500 Penalty: 4431.620605
	Iteration 34Q: 3 clusters Score -666975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -666978.875000 Penalty: 4431.620605
	Iteration 35Q: 3 clusters Score -666978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -666983.562500 Penalty: 4431.620605
	Iteration 36Q: 3 clusters Score -666983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -666987.312500 Penalty: 4431.620605
	Iteration 37Q: 3 clusters Score -666987.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -666991.125000 Penalty: 4431.620605
	Iteration 38Q: 3 clusters Score -666991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -666996.062500 Penalty: 4431.620605
	Iteration 39Q: 3 clusters Score -666996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -666998.187500 Penalty: 4431.620605
	Iteration 40F: 3 clusters Score -666998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -667002.812500 Penalty: 4431.620605
	Iteration 41Q: 3 clusters Score -667002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -667006.062500 Penalty: 4431.620605
	Iteration 42Q: 3 clusters Score -667006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -667012.437500 Penalty: 4431.620605
	Iteration 43Q: 3 clusters Score -667012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -667015.500000 Penalty: 4431.620605
	Iteration 44Q: 3 clusters Score -667015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -667016.125000 Penalty: 4431.620605
	Iteration 45Q: 3 clusters Score -667016.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -667017.500000 Penalty: 4431.620605
	Iteration 46Q: 3 clusters Score -667017.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -667017.500000 Penalty: 4431.620605
	Iteration 47F: 3 clusters Score -667017.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Entering Unmasked Estep 
Score: -597354.875000 Penalty: 2166.410156
	Iteration 0F: 2 clusters Score -597354.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -592040.937500 Penalty: 4332.820312
	Iteration 0F: 3 clusters Score -592040.9 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -593371.000000 Penalty: 4332.820312
	Iteration 1F: 3 clusters Score -593371 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -593576.937500 Penalty: 4332.820312
	Iteration 2F: 3 clusters Score -593576.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -593703.562500 Penalty: 4332.820312
	Iteration 3Q: 3 clusters Score -593703.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -593793.687500 Penalty: 4332.820312
	Iteration 4Q: 3 clusters Score -593793.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -593859.062500 Penalty: 4332.820312
	Iteration 5Q: 3 clusters Score -593859.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -593909.812500 Penalty: 4332.820312
	Iteration 6Q: 3 clusters Score -593909.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -593956.625000 Penalty: 4332.820312
	Iteration 7Q: 3 clusters Score -593956.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -593995.250000 Penalty: 4332.820312
	Iteration 8Q: 3 clusters Score -593995.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -594036.812500 Penalty: 4332.820312
	Iteration 9Q: 3 clusters Score -594036.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -594080.125000 Penalty: 4332.820312
	Iteration 10Q: 3 clusters Score -594080.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -594114.750000 Penalty: 4332.820312
	Iteration 11Q: 3 clusters Score -594114.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -594151.562500 Penalty: 4332.820312
	Iteration 12Q: 3 clusters Score -594151.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -594182.375000 Penalty: 4332.820312
	Iteration 13Q: 3 clusters Score -594182.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -594208.937500 Penalty: 4332.820312
	Iteration 14Q: 3 clusters Score -594208.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -594238.250000 Penalty: 4332.820312
	Iteration 15Q: 3 clusters Score -594238.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -594273.937500 Penalty: 4332.820312
	Iteration 16Q: 3 clusters Score -594273.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -594307.500000 Penalty: 4332.820312
	Iteration 17Q: 3 clusters Score -594307.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -594339.875000 Penalty: 4332.820312
	Iteration 18Q: 3 clusters Score -594339.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -594383.062500 Penalty: 4332.820312
	Iteration 19Q: 3 clusters Score -594383.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -594428.062500 Penalty: 4332.820312
	Iteration 20F: 3 clusters Score -594428.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -594481.562500 Penalty: 4332.820312
	Iteration 21Q: 3 clusters Score -594481.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -594541.812500 Penalty: 4332.820312
	Iteration 22Q: 3 clusters Score -594541.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -594611.062500 Penalty: 4332.820312
	Iteration 23Q: 3 clusters Score -594611.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -594691.875000 Penalty: 4332.820312
	Iteration 24Q: 3 clusters Score -594691.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -594782.500000 Penalty: 4332.820312
	Iteration 25Q: 3 clusters Score -594782.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -594875.125000 Penalty: 4332.820312
	Iteration 26Q: 3 clusters Score -594875.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -594957.562500 Penalty: 4332.820312
	Iteration 27Q: 3 clusters Score -594957.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -595044.062500 Penalty: 4332.820312
	Iteration 28Q: 3 clusters Score -595044.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -595115.000000 Penalty: 4332.820312
	Iteration 29Q: 3 clusters Score -595115 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -595167.125000 Penalty: 4332.820312
	Iteration 30Q: 3 clusters Score -595167.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -595212.687500 Penalty: 4332.820312
	Iteration 31Q: 3 clusters Score -595212.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -595252.250000 Penalty: 4332.820312
	Iteration 32Q: 3 clusters Score -595252.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -595293.062500 Penalty: 4332.820312
	Iteration 33Q: 3 clusters Score -595293.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -595327.500000 Penalty: 4332.820312
	Iteration 34Q: 3 clusters Score -595327.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -595352.750000 Penalty: 4332.820312
	Iteration 35Q: 3 clusters Score -595352.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -595371.812500 Penalty: 4332.820312
	Iteration 36Q: 3 clusters Score -595371.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -595395.125000 Penalty: 4332.820312
	Iteration 37Q: 3 clusters Score -595395.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -595417.250000 Penalty: 4332.820312
	Iteration 38Q: 3 clusters Score -595417.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -595433.500000 Penalty: 4332.820312
	Iteration 39Q: 3 clusters Score -595433.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -595446.437500 Penalty: 4332.820312
	Iteration 40F: 3 clusters Score -595446.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -595459.250000 Penalty: 4332.820312
	Iteration 41Q: 3 clusters Score -595459.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -595468.812500 Penalty: 4332.820312
	Iteration 42Q: 3 clusters Score -595468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -595473.562500 Penalty: 4332.820312
	Iteration 43Q: 3 clusters Score -595473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -595478.437500 Penalty: 4332.820312
	Iteration 44Q: 3 clusters Score -595478.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -595485.625000 Penalty: 4332.820312
	Iteration 45Q: 3 clusters Score -595485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -595489.062500 Penalty: 4332.820312
	Iteration 46Q: 3 clusters Score -595489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -595492.000000 Penalty: 4332.820312
	Iteration 47Q: 3 clusters Score -595492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -595499.125000 Penalty: 4332.820312
	Iteration 48Q: 3 clusters Score -595499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -595505.000000 Penalty: 4332.820312
	Iteration 49Q: 3 clusters Score -595505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -595508.187500 Penalty: 4332.820312
	Iteration 50Q: 3 clusters Score -595508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -595512.687500 Penalty: 4332.820312
	Iteration 51Q: 3 clusters Score -595512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -595517.062500 Penalty: 4332.820312
	Iteration 52Q: 3 clusters Score -595517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -595518.562500 Penalty: 4332.820312
	Iteration 53Q: 3 clusters Score -595518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -595521.937500 Penalty: 4332.820312
	Iteration 54Q: 3 clusters Score -595521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -595523.312500 Penalty: 4332.820312
	Iteration 55Q: 3 clusters Score -595523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -595524.750000 Penalty: 4332.820312
	Iteration 56Q: 3 clusters Score -595524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -595524.750000 Penalty: 4332.820312
	Iteration 57F: 3 clusters Score -595524.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Entering Unmasked Estep 
Score: -444322.187500 Penalty: 2150.181396
	Iteration 0F: 2 clusters Score -444322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -439285.593750 Penalty: 4300.362793
	Iteration 0F: 3 clusters Score -439285.6 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -440599.656250 Penalty: 4300.362793
	Iteration 1F: 3 clusters Score -440599.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -440768.843750 Penalty: 4300.362793
	Iteration 2F: 3 clusters Score -440768.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -440901.875000 Penalty: 4300.362793
	Iteration 3Q: 3 clusters Score -440901.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -440987.500000 Penalty: 4300.362793
	Iteration 4Q: 3 clusters Score -440987.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -441061.500000 Penalty: 4300.362793
	Iteration 5Q: 3 clusters Score -441061.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -441122.031250 Penalty: 4300.362793
	Iteration 6Q: 3 clusters Score -441122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -441178.125000 Penalty: 4300.362793
	Iteration 7Q: 3 clusters Score -441178.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -441229.125000 Penalty: 4300.362793
	Iteration 8Q: 3 clusters Score -441229.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -441273.218750 Penalty: 4300.362793
	Iteration 9Q: 3 clusters Score -441273.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -441322.968750 Penalty: 4300.362793
	Iteration 10Q: 3 clusters Score -441323 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -441374.218750 Penalty: 4300.362793
	Iteration 11Q: 3 clusters Score -441374.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -441433.656250 Penalty: 4300.362793
	Iteration 12Q: 3 clusters Score -441433.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -441514.750000 Penalty: 4300.362793
	Iteration 13Q: 3 clusters Score -441514.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -441581.250000 Penalty: 4300.362793
	Iteration 14Q: 3 clusters Score -441581.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -441642.062500 Penalty: 4300.362793
	Iteration 15Q: 3 clusters Score -441642.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -441704.250000 Penalty: 4300.362793
	Iteration 16Q: 3 clusters Score -441704.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -441748.218750 Penalty: 4300.362793
	Iteration 17Q: 3 clusters Score -441748.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -441781.062500 Penalty: 4300.362793
	Iteration 18Q: 3 clusters Score -441781.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -441811.125000 Penalty: 4300.362793
	Iteration 19Q: 3 clusters Score -441811.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -441838.000000 Penalty: 4300.362793
	Iteration 20F: 3 clusters Score -441838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -441856.437500 Penalty: 4300.362793
	Iteration 21Q: 3 clusters Score -441856.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -441875.281250 Penalty: 4300.362793
	Iteration 22Q: 3 clusters Score -441875.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -441892.812500 Penalty: 4300.362793
	Iteration 23Q: 3 clusters Score -441892.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -441906.968750 Penalty: 4300.362793
	Iteration 24Q: 3 clusters Score -441907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -441917.875000 Penalty: 4300.362793
	Iteration 25Q: 3 clusters Score -441917.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -441932.750000 Penalty: 4300.362793
	Iteration 26Q: 3 clusters Score -441932.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -441946.312500 Penalty: 4300.362793
	Iteration 27Q: 3 clusters Score -441946.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -441958.718750 Penalty: 4300.362793
	Iteration 28Q: 3 clusters Score -441958.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -441971.593750 Penalty: 4300.362793
	Iteration 29Q: 3 clusters Score -441971.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -441979.781250 Penalty: 4300.362793
	Iteration 30Q: 3 clusters Score -441979.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -441986.312500 Penalty: 4300.362793
	Iteration 31Q: 3 clusters Score -441986.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -441993.562500 Penalty: 4300.362793
	Iteration 32Q: 3 clusters Score -441993.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -442002.187500 Penalty: 4300.362793
	Iteration 33Q: 3 clusters Score -442002.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -442009.937500 Penalty: 4300.362793
	Iteration 34Q: 3 clusters Score -442009.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -442017.468750 Penalty: 4300.362793
	Iteration 35Q: 3 clusters Score -442017.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -442027.000000 Penalty: 4300.362793
	Iteration 36Q: 3 clusters Score -442027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -442036.437500 Penalty: 4300.362793
	Iteration 37Q: 3 clusters Score -442036.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -442045.968750 Penalty: 4300.362793
	Iteration 38Q: 3 clusters Score -442046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -442056.312500 Penalty: 4300.362793
	Iteration 39Q: 3 clusters Score -442056.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -442065.375000 Penalty: 4300.362793
	Iteration 40F: 3 clusters Score -442065.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -442073.687500 Penalty: 4300.362793
	Iteration 41Q: 3 clusters Score -442073.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -442080.218750 Penalty: 4300.362793
	Iteration 42Q: 3 clusters Score -442080.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -442088.968750 Penalty: 4300.362793
	Iteration 43Q: 3 clusters Score -442089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -442093.937500 Penalty: 4300.362793
	Iteration 44Q: 3 clusters Score -442093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -442098.500000 Penalty: 4300.362793
	Iteration 45Q: 3 clusters Score -442098.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -442102.843750 Penalty: 4300.362793
	Iteration 46Q: 3 clusters Score -442102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -442104.968750 Penalty: 4300.362793
	Iteration 47Q: 3 clusters Score -442105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -442108.281250 Penalty: 4300.362793
	Iteration 48Q: 3 clusters Score -442108.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -442113.125000 Penalty: 4300.362793
	Iteration 49Q: 3 clusters Score -442113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -442115.968750 Penalty: 4300.362793
	Iteration 50Q: 3 clusters Score -442116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -442118.937500 Penalty: 4300.362793
	Iteration 51Q: 3 clusters Score -442118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -442120.187500 Penalty: 4300.362793
	Iteration 52Q: 3 clusters Score -442120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -442120.187500 Penalty: 4300.362793
	Iteration 53F: 3 clusters Score -442120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Entering Unmasked Estep 
Score: -726588.812500 Penalty: 2242.396484
	Iteration 0F: 2 clusters Score -726588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -719880.000000 Penalty: 4484.792969
	Iteration 0F: 3 clusters Score -719880 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -721619.312500 Penalty: 4484.792969
	Iteration 1F: 3 clusters Score -721619.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -721863.125000 Penalty: 4484.792969
	Iteration 2F: 3 clusters Score -721863.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -722043.937500 Penalty: 4484.792969
	Iteration 3Q: 3 clusters Score -722043.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -722201.375000 Penalty: 4484.792969
	Iteration 4Q: 3 clusters Score -722201.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -722337.125000 Penalty: 4484.792969
	Iteration 5Q: 3 clusters Score -722337.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -722483.812500 Penalty: 4484.792969
	Iteration 6Q: 3 clusters Score -722483.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -722633.437500 Penalty: 4484.792969
	Iteration 7Q: 3 clusters Score -722633.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -722804.687500 Penalty: 4484.792969
	Iteration 8Q: 3 clusters Score -722804.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -723016.437500 Penalty: 4484.792969
	Iteration 9Q: 3 clusters Score -723016.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -723269.187500 Penalty: 4484.792969
	Iteration 10Q: 3 clusters Score -723269.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -723518.125000 Penalty: 4484.792969
	Iteration 11Q: 3 clusters Score -723518.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -723769.750000 Penalty: 4484.792969
	Iteration 12Q: 3 clusters Score -723769.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -724041.875000 Penalty: 4484.792969
	Iteration 13Q: 3 clusters Score -724041.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -724299.000000 Penalty: 4484.792969
	Iteration 14Q: 3 clusters Score -724299 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -724486.000000 Penalty: 4484.792969
	Iteration 15Q: 3 clusters Score -724486 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -724631.687500 Penalty: 4484.792969
	Iteration 16Q: 3 clusters Score -724631.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -724725.625000 Penalty: 4484.792969
	Iteration 17Q: 3 clusters Score -724725.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -724804.500000 Penalty: 4484.792969
	Iteration 18Q: 3 clusters Score -724804.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -724854.062500 Penalty: 4484.792969
	Iteration 19Q: 3 clusters Score -724854.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -724892.562500 Penalty: 4484.792969
	Iteration 20F: 3 clusters Score -724892.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -724922.437500 Penalty: 4484.792969
	Iteration 21Q: 3 clusters Score -724922.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -724947.562500 Penalty: 4484.792969
	Iteration 22Q: 3 clusters Score -724947.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -724971.750000 Penalty: 4484.792969
	Iteration 23Q: 3 clusters Score -724971.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -724986.875000 Penalty: 4484.792969
	Iteration 24Q: 3 clusters Score -724986.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -725002.375000 Penalty: 4484.792969
	Iteration 25Q: 3 clusters Score -725002.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -725017.375000 Penalty: 4484.792969
	Iteration 26Q: 3 clusters Score -725017.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -725029.000000 Penalty: 4484.792969
	Iteration 27Q: 3 clusters Score -725029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -725043.312500 Penalty: 4484.792969
	Iteration 28Q: 3 clusters Score -725043.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -725053.312500 Penalty: 4484.792969
	Iteration 29Q: 3 clusters Score -725053.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -725058.687500 Penalty: 4484.792969
	Iteration 30Q: 3 clusters Score -725058.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -725067.750000 Penalty: 4484.792969
	Iteration 31Q: 3 clusters Score -725067.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -725076.625000 Penalty: 4484.792969
	Iteration 32Q: 3 clusters Score -725076.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -725082.437500 Penalty: 4484.792969
	Iteration 33Q: 3 clusters Score -725082.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -725087.437500 Penalty: 4484.792969
	Iteration 34Q: 3 clusters Score -725087.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -725091.687500 Penalty: 4484.792969
	Iteration 35Q: 3 clusters Score -725091.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -725094.500000 Penalty: 4484.792969
	Iteration 36Q: 3 clusters Score -725094.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -725097.812500 Penalty: 4484.792969
	Iteration 37Q: 3 clusters Score -725097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -725099.750000 Penalty: 4484.792969
	Iteration 38Q: 3 clusters Score -725099.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -725100.500000 Penalty: 4484.792969
	Iteration 39Q: 3 clusters Score -725100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -725101.062500 Penalty: 4484.792969
	Iteration 40F: 3 clusters Score -725101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -725102.437500 Penalty: 4484.792969
	Iteration 41Q: 3 clusters Score -725102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -725103.250000 Penalty: 4484.792969
	Iteration 42Q: 3 clusters Score -725103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -725103.375000 Penalty: 4484.792969
	Iteration 43Q: 3 clusters Score -725103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -725105.437500 Penalty: 4484.792969
	Iteration 44Q: 3 clusters Score -725105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -725104.562500 Penalty: 4484.792969
	Iteration 45Q: 3 clusters Score -725104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -725104.562500 Penalty: 4484.792969
	Iteration 46F: 3 clusters Score -725104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Entering Unmasked Estep 
Score: -2008998.625000 Penalty: 2491.404297
	Iteration 0F: 2 clusters Score -2008999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1992997.875000 Penalty: 4982.808594
	Iteration 0F: 3 clusters Score -1992998 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1998643.875000 Penalty: 4982.808594
	Iteration 1F: 3 clusters Score -1998644 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1999123.000000 Penalty: 4982.808594
	Iteration 2F: 3 clusters Score -1999123 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1999540.375000 Penalty: 4982.808594
	Iteration 3Q: 3 clusters Score -1999540 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1999985.375000 Penalty: 4982.808594
	Iteration 4Q: 3 clusters Score -1999985 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2000459.625000 Penalty: 4982.808594
	Iteration 5Q: 3 clusters Score -2000460 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2001001.500000 Penalty: 4982.808594
	Iteration 6Q: 3 clusters Score -2001002 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2001594.500000 Penalty: 4982.808594
	Iteration 7Q: 3 clusters Score -2001594 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2002231.875000 Penalty: 4982.808594
	Iteration 8Q: 3 clusters Score -2002232 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2002927.125000 Penalty: 4982.808594
	Iteration 9Q: 3 clusters Score -2002927 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2003623.125000 Penalty: 4982.808594
	Iteration 10Q: 3 clusters Score -2003623 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2004301.875000 Penalty: 4982.808594
	Iteration 11Q: 3 clusters Score -2004302 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2004874.750000 Penalty: 4982.808594
	Iteration 12Q: 3 clusters Score -2004875 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2005337.250000 Penalty: 4982.808594
	Iteration 13Q: 3 clusters Score -2005337 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2005695.125000 Penalty: 4982.808594
	Iteration 14Q: 3 clusters Score -2005695 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2005978.250000 Penalty: 4982.808594
	Iteration 15Q: 3 clusters Score -2005978 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2006222.500000 Penalty: 4982.808594
	Iteration 16Q: 3 clusters Score -2006222 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2006424.000000 Penalty: 4982.808594
	Iteration 17Q: 3 clusters Score -2006424 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2006585.625000 Penalty: 4982.808594
	Iteration 18Q: 3 clusters Score -2006586 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2006731.000000 Penalty: 4982.808594
	Iteration 19Q: 3 clusters Score -2006731 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2006826.000000 Penalty: 4982.808594
	Iteration 20F: 3 clusters Score -2006826 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2006898.375000 Penalty: 4982.808594
	Iteration 21Q: 3 clusters Score -2006898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2006948.750000 Penalty: 4982.808594
	Iteration 22Q: 3 clusters Score -2006949 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2006985.000000 Penalty: 4982.808594
	Iteration 23Q: 3 clusters Score -2006985 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2007012.500000 Penalty: 4982.808594
	Iteration 24Q: 3 clusters Score -2007012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2007039.750000 Penalty: 4982.808594
	Iteration 25Q: 3 clusters Score -2007040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2007043.000000 Penalty: 4982.808594
	Iteration 26Q: 3 clusters Score -2007043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2007049.875000 Penalty: 4982.808594
	Iteration 27Q: 3 clusters Score -2007050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2007049.500000 Penalty: 4982.808594
	Iteration 28Q: 3 clusters Score -2007050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2007053.875000 Penalty: 4982.808594
	Iteration 29Q: 3 clusters Score -2007054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2007058.375000 Penalty: 4982.808594
	Iteration 30Q: 3 clusters Score -2007058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2007059.625000 Penalty: 4982.808594
	Iteration 31Q: 3 clusters Score -2007060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2007063.125000 Penalty: 4982.808594
	Iteration 32Q: 3 clusters Score -2007063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2007061.625000 Penalty: 4982.808594
	Iteration 33Q: 3 clusters Score -2007062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2007063.500000 Penalty: 4982.808594
	Iteration 34Q: 3 clusters Score -2007064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2007060.250000 Penalty: 4982.808594
	Iteration 35Q: 3 clusters Score -2007060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2007060.625000 Penalty: 4982.808594
	Iteration 36Q: 3 clusters Score -2007061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2007063.000000 Penalty: 4982.808594
	Iteration 37Q: 3 clusters Score -2007063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2007060.125000 Penalty: 4982.808594
	Iteration 38Q: 3 clusters Score -2007060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2007064.000000 Penalty: 4982.808594
	Iteration 39Q: 3 clusters Score -2007064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2007062.250000 Penalty: 4982.808594
	Iteration 40F: 3 clusters Score -2007062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2007063.375000 Penalty: 4982.808594
	Iteration 41Q: 3 clusters Score -2007063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2007063.750000 Penalty: 4982.808594
	Iteration 42Q: 3 clusters Score -2007064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2007065.125000 Penalty: 4982.808594
	Iteration 43Q: 3 clusters Score -2007065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2007065.125000 Penalty: 4982.808594
	Iteration 44F: 3 clusters Score -2007065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Entering Unmasked Estep 
Score: -815268.562500 Penalty: 2291.879883
	Iteration 0F: 2 clusters Score -815268.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -807418.125000 Penalty: 4583.759766
	Iteration 0F: 3 clusters Score -807418.1 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -809815.375000 Penalty: 4583.759766
	Iteration 1F: 3 clusters Score -809815.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -810279.750000 Penalty: 4583.759766
	Iteration 2F: 3 clusters Score -810279.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -810697.250000 Penalty: 4583.759766
	Iteration 3F: 3 clusters Score -810697.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -811121.937500 Penalty: 4583.759766
	Iteration 4F: 3 clusters Score -811121.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -811550.250000 Penalty: 4583.759766
	Iteration 5F: 3 clusters Score -811550.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -812035.750000 Penalty: 4583.759766
	Iteration 6F: 3 clusters Score -812035.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -812540.062500 Penalty: 4583.759766
	Iteration 7F: 3 clusters Score -812540.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -812987.062500 Penalty: 4583.759766
	Iteration 8F: 3 clusters Score -812987.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -813387.812500 Penalty: 4583.759766
	Iteration 9Q: 3 clusters Score -813387.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -813746.937500 Penalty: 4583.759766
	Iteration 10Q: 3 clusters Score -813746.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -814033.562500 Penalty: 4583.759766
	Iteration 11Q: 3 clusters Score -814033.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -814256.125000 Penalty: 4583.759766
	Iteration 12Q: 3 clusters Score -814256.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -814429.312500 Penalty: 4583.759766
	Iteration 13Q: 3 clusters Score -814429.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -814551.750000 Penalty: 4583.759766
	Iteration 14Q: 3 clusters Score -814551.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -814614.937500 Penalty: 4583.759766
	Iteration 15Q: 3 clusters Score -814614.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -814662.562500 Penalty: 4583.759766
	Iteration 16Q: 3 clusters Score -814662.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -814698.250000 Penalty: 4583.759766
	Iteration 17Q: 3 clusters Score -814698.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -814721.562500 Penalty: 4583.759766
	Iteration 18Q: 3 clusters Score -814721.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -814741.500000 Penalty: 4583.759766
	Iteration 19Q: 3 clusters Score -814741.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -814754.937500 Penalty: 4583.759766
	Iteration 20F: 3 clusters Score -814754.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -814775.625000 Penalty: 4583.759766
	Iteration 21Q: 3 clusters Score -814775.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -814795.562500 Penalty: 4583.759766
	Iteration 22Q: 3 clusters Score -814795.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -814823.375000 Penalty: 4583.759766
	Iteration 23Q: 3 clusters Score -814823.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -814843.625000 Penalty: 4583.759766
	Iteration 24Q: 3 clusters Score -814843.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -814847.187500 Penalty: 4583.759766
	Iteration 25Q: 3 clusters Score -814847.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -814854.875000 Penalty: 4583.759766
	Iteration 26Q: 3 clusters Score -814854.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -814858.562500 Penalty: 4583.759766
	Iteration 27Q: 3 clusters Score -814858.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -814859.687500 Penalty: 4583.759766
	Iteration 28Q: 3 clusters Score -814859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -814860.375000 Penalty: 4583.759766
	Iteration 29Q: 3 clusters Score -814860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -814861.125000 Penalty: 4583.759766
	Iteration 30Q: 3 clusters Score -814861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -814860.500000 Penalty: 4583.759766
	Iteration 31Q: 3 clusters Score -814860.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -814861.750000 Penalty: 4583.759766
	Iteration 32Q: 3 clusters Score -814861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -814863.062500 Penalty: 4583.759766
	Iteration 33Q: 3 clusters Score -814863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -814863.062500 Penalty: 4583.759766
	Iteration 34Q: 3 clusters Score -814863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -814863.812500 Penalty: 4583.759766
	Iteration 35Q: 3 clusters Score -814863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -814862.625000 Penalty: 4583.759766
	Iteration 36Q: 3 clusters Score -814862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -814865.500000 Penalty: 4583.759766
	Iteration 37Q: 3 clusters Score -814865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -814864.687500 Penalty: 4583.759766
	Iteration 38Q: 3 clusters Score -814864.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -814863.687500 Penalty: 4583.759766
	Iteration 39Q: 3 clusters Score -814863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -814863.875000 Penalty: 4583.759766
	Iteration 40F: 3 clusters Score -814863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -814864.875000 Penalty: 4583.759766
	Iteration 41Q: 3 clusters Score -814864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -814864.812500 Penalty: 4583.759766
	Iteration 42Q: 3 clusters Score -814864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -814865.937500 Penalty: 4583.759766
	Iteration 43Q: 3 clusters Score -814865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -814865.937500 Penalty: 4583.759766
	Iteration 44F: 3 clusters Score -814865.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -809049.812500 Penalty: 2267.257812
	Iteration 0F: 2 clusters Score -809049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -801765.250000 Penalty: 4534.515625
	Iteration 0F: 3 clusters Score -801765.2 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -803864.625000 Penalty: 4534.515625
	Iteration 1F: 3 clusters Score -803864.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -804197.000000 Penalty: 4534.515625
	Iteration 2F: 3 clusters Score -804197 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -804472.875000 Penalty: 4534.515625
	Iteration 3F: 3 clusters Score -804472.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -804745.875000 Penalty: 4534.515625
	Iteration 4F: 3 clusters Score -804745.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -805016.250000 Penalty: 4534.515625
	Iteration 5F: 3 clusters Score -805016.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -805270.812500 Penalty: 4534.515625
	Iteration 6Q: 3 clusters Score -805270.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -805529.687500 Penalty: 4534.515625
	Iteration 7Q: 3 clusters Score -805529.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -805815.562500 Penalty: 4534.515625
	Iteration 8Q: 3 clusters Score -805815.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -806065.000000 Penalty: 4534.515625
	Iteration 9Q: 3 clusters Score -806065 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -806306.375000 Penalty: 4534.515625
	Iteration 10Q: 3 clusters Score -806306.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -806513.812500 Penalty: 4534.515625
	Iteration 11Q: 3 clusters Score -806513.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -806675.937500 Penalty: 4534.515625
	Iteration 12Q: 3 clusters Score -806675.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -806774.875000 Penalty: 4534.515625
	Iteration 13Q: 3 clusters Score -806774.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -806840.000000 Penalty: 4534.515625
	Iteration 14Q: 3 clusters Score -806840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -806873.125000 Penalty: 4534.515625
	Iteration 15Q: 3 clusters Score -806873.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -806901.750000 Penalty: 4534.515625
	Iteration 16Q: 3 clusters Score -806901.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -806918.625000 Penalty: 4534.515625
	Iteration 17Q: 3 clusters Score -806918.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -806930.625000 Penalty: 4534.515625
	Iteration 18Q: 3 clusters Score -806930.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -806939.875000 Penalty: 4534.515625
	Iteration 19Q: 3 clusters Score -806939.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -806947.125000 Penalty: 4534.515625
	Iteration 20F: 3 clusters Score -806947.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -806955.250000 Penalty: 4534.515625
	Iteration 21Q: 3 clusters Score -806955.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -806962.125000 Penalty: 4534.515625
	Iteration 22Q: 3 clusters Score -806962.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -806970.562500 Penalty: 4534.515625
	Iteration 23Q: 3 clusters Score -806970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -806973.812500 Penalty: 4534.515625
	Iteration 24Q: 3 clusters Score -806973.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -806976.875000 Penalty: 4534.515625
	Iteration 25Q: 3 clusters Score -806976.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -806982.812500 Penalty: 4534.515625
	Iteration 26Q: 3 clusters Score -806982.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -806984.812500 Penalty: 4534.515625
	Iteration 27Q: 3 clusters Score -806984.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -806985.500000 Penalty: 4534.515625
	Iteration 28Q: 3 clusters Score -806985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -806986.187500 Penalty: 4534.515625
	Iteration 29Q: 3 clusters Score -806986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -806986.937500 Penalty: 4534.515625
	Iteration 30Q: 3 clusters Score -806986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -806985.687500 Penalty: 4534.515625
	Iteration 31Q: 3 clusters Score -806985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -806985.687500 Penalty: 4534.515625
	Iteration 32F: 3 clusters Score -806985.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Entering Unmasked Estep 
Score: -1110386.125000 Penalty: 2359.379150
	Iteration 0F: 2 clusters Score -1110386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1100417.000000 Penalty: 4718.758301
	Iteration 0F: 3 clusters Score -1100417 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1103680.000000 Penalty: 4718.758301
	Iteration 1F: 3 clusters Score -1103680 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1104144.625000 Penalty: 4718.758301
	Iteration 2F: 3 clusters Score -1104145 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1104517.250000 Penalty: 4718.758301
	Iteration 3F: 3 clusters Score -1104517 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1104854.750000 Penalty: 4718.758301
	Iteration 4Q: 3 clusters Score -1104855 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1105159.625000 Penalty: 4718.758301
	Iteration 5Q: 3 clusters Score -1105160 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1105476.125000 Penalty: 4718.758301
	Iteration 6Q: 3 clusters Score -1105476 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1105830.500000 Penalty: 4718.758301
	Iteration 7Q: 3 clusters Score -1105830 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1106214.750000 Penalty: 4718.758301
	Iteration 8Q: 3 clusters Score -1106215 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1106570.875000 Penalty: 4718.758301
	Iteration 9Q: 3 clusters Score -1106571 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1106908.625000 Penalty: 4718.758301
	Iteration 10Q: 3 clusters Score -1106909 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1107205.500000 Penalty: 4718.758301
	Iteration 11Q: 3 clusters Score -1107206 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1107458.375000 Penalty: 4718.758301
	Iteration 12Q: 3 clusters Score -1107458 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1107625.500000 Penalty: 4718.758301
	Iteration 13Q: 3 clusters Score -1107626 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1107725.875000 Penalty: 4718.758301
	Iteration 14Q: 3 clusters Score -1107726 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1107800.000000 Penalty: 4718.758301
	Iteration 15Q: 3 clusters Score -1107800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1107848.875000 Penalty: 4718.758301
	Iteration 16Q: 3 clusters Score -1107849 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1107890.000000 Penalty: 4718.758301
	Iteration 17Q: 3 clusters Score -1107890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1107922.000000 Penalty: 4718.758301
	Iteration 18Q: 3 clusters Score -1107922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1107961.625000 Penalty: 4718.758301
	Iteration 19Q: 3 clusters Score -1107962 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1107996.875000 Penalty: 4718.758301
	Iteration 20F: 3 clusters Score -1107997 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1108025.500000 Penalty: 4718.758301
	Iteration 21Q: 3 clusters Score -1108026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1108051.500000 Penalty: 4718.758301
	Iteration 22Q: 3 clusters Score -1108052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1108074.000000 Penalty: 4718.758301
	Iteration 23Q: 3 clusters Score -1108074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1108094.500000 Penalty: 4718.758301
	Iteration 24Q: 3 clusters Score -1108094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1108108.000000 Penalty: 4718.758301
	Iteration 25Q: 3 clusters Score -1108108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1108131.250000 Penalty: 4718.758301
	Iteration 26Q: 3 clusters Score -1108131 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1108156.625000 Penalty: 4718.758301
	Iteration 27Q: 3 clusters Score -1108157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1108189.000000 Penalty: 4718.758301
	Iteration 28Q: 3 clusters Score -1108189 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1108218.875000 Penalty: 4718.758301
	Iteration 29Q: 3 clusters Score -1108219 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1108260.750000 Penalty: 4718.758301
	Iteration 30Q: 3 clusters Score -1108261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1108294.125000 Penalty: 4718.758301
	Iteration 31Q: 3 clusters Score -1108294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1108329.500000 Penalty: 4718.758301
	Iteration 32Q: 3 clusters Score -1108330 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1108365.500000 Penalty: 4718.758301
	Iteration 33Q: 3 clusters Score -1108366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1108423.750000 Penalty: 4718.758301
	Iteration 34Q: 3 clusters Score -1108424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1108484.250000 Penalty: 4718.758301
	Iteration 35Q: 3 clusters Score -1108484 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1108551.625000 Penalty: 4718.758301
	Iteration 36Q: 3 clusters Score -1108552 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1108605.125000 Penalty: 4718.758301
	Iteration 37Q: 3 clusters Score -1108605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1108649.000000 Penalty: 4718.758301
	Iteration 38Q: 3 clusters Score -1108649 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1108688.625000 Penalty: 4718.758301
	Iteration 39Q: 3 clusters Score -1108689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1108756.375000 Penalty: 4718.758301
	Iteration 40F: 3 clusters Score -1108756 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1108814.500000 Penalty: 4718.758301
	Iteration 41Q: 3 clusters Score -1108814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1108854.875000 Penalty: 4718.758301
	Iteration 42Q: 3 clusters Score -1108855 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1108892.125000 Penalty: 4718.758301
	Iteration 43Q: 3 clusters Score -1108892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1108929.500000 Penalty: 4718.758301
	Iteration 44Q: 3 clusters Score -1108930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1108959.750000 Penalty: 4718.758301
	Iteration 45Q: 3 clusters Score -1108960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1108980.250000 Penalty: 4718.758301
	Iteration 46Q: 3 clusters Score -1108980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1109002.250000 Penalty: 4718.758301
	Iteration 47Q: 3 clusters Score -1109002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1109013.500000 Penalty: 4718.758301
	Iteration 48Q: 3 clusters Score -1109014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1109026.375000 Penalty: 4718.758301
	Iteration 49Q: 3 clusters Score -1109026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1109033.250000 Penalty: 4718.758301
	Iteration 50Q: 3 clusters Score -1109033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1109044.625000 Penalty: 4718.758301
	Iteration 51Q: 3 clusters Score -1109045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1109056.500000 Penalty: 4718.758301
	Iteration 52Q: 3 clusters Score -1109056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1109065.375000 Penalty: 4718.758301
	Iteration 53Q: 3 clusters Score -1109065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1109073.375000 Penalty: 4718.758301
	Iteration 54Q: 3 clusters Score -1109073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1109077.125000 Penalty: 4718.758301
	Iteration 55Q: 3 clusters Score -1109077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1109085.375000 Penalty: 4718.758301
	Iteration 56Q: 3 clusters Score -1109085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1109089.375000 Penalty: 4718.758301
	Iteration 57Q: 3 clusters Score -1109089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1109092.375000 Penalty: 4718.758301
	Iteration 58Q: 3 clusters Score -1109092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1109096.500000 Penalty: 4718.758301
	Iteration 59Q: 3 clusters Score -1109096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1109098.000000 Penalty: 4718.758301
	Iteration 60F: 3 clusters Score -1109098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1109100.125000 Penalty: 4718.758301
	Iteration 61Q: 3 clusters Score -1109100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1109102.625000 Penalty: 4718.758301
	Iteration 62Q: 3 clusters Score -1109103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1109102.875000 Penalty: 4718.758301
	Iteration 63Q: 3 clusters Score -1109103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1109102.750000 Penalty: 4718.758301
	Iteration 64Q: 3 clusters Score -1109103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1109105.250000 Penalty: 4718.758301
	Iteration 65Q: 3 clusters Score -1109105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1109108.375000 Penalty: 4718.758301
	Iteration 66Q: 3 clusters Score -1109108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1109110.375000 Penalty: 4718.758301
	Iteration 67Q: 3 clusters Score -1109110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1109111.875000 Penalty: 4718.758301
	Iteration 68Q: 3 clusters Score -1109112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1109113.750000 Penalty: 4718.758301
	Iteration 69Q: 3 clusters Score -1109114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1109114.875000 Penalty: 4718.758301
	Iteration 70Q: 3 clusters Score -1109115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1109117.875000 Penalty: 4718.758301
	Iteration 71Q: 3 clusters Score -1109118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1109117.875000 Penalty: 4718.758301
	Iteration 72Q: 3 clusters Score -1109118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1109119.000000 Penalty: 4718.758301
	Iteration 73Q: 3 clusters Score -1109119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1109122.000000 Penalty: 4718.758301
	Iteration 74Q: 3 clusters Score -1109122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1109121.000000 Penalty: 4718.758301
	Iteration 75Q: 3 clusters Score -1109121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1109120.750000 Penalty: 4718.758301
	Iteration 76Q: 3 clusters Score -1109121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1109121.250000 Penalty: 4718.758301
	Iteration 77Q: 3 clusters Score -1109121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1109121.250000 Penalty: 4718.758301
	Iteration 78F: 3 clusters Score -1109121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -468595.625000 Penalty: 2128.067871
	Iteration 0F: 2 clusters Score -468595.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -463942.718750 Penalty: 4256.135742
	Iteration 0F: 3 clusters Score -463942.7 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -465004.000000 Penalty: 4256.135742
	Iteration 1F: 3 clusters Score -465004 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -465200.562500 Penalty: 4256.135742
	Iteration 2F: 3 clusters Score -465200.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -465323.031250 Penalty: 4256.135742
	Iteration 3Q: 3 clusters Score -465323 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -465412.031250 Penalty: 4256.135742
	Iteration 4Q: 3 clusters Score -465412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -465503.218750 Penalty: 4256.135742
	Iteration 5Q: 3 clusters Score -465503.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -465575.343750 Penalty: 4256.135742
	Iteration 6Q: 3 clusters Score -465575.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -465638.843750 Penalty: 4256.135742
	Iteration 7Q: 3 clusters Score -465638.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -465707.906250 Penalty: 4256.135742
	Iteration 8Q: 3 clusters Score -465707.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -465776.718750 Penalty: 4256.135742
	Iteration 9Q: 3 clusters Score -465776.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -465858.718750 Penalty: 4256.135742
	Iteration 10Q: 3 clusters Score -465858.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -465962.250000 Penalty: 4256.135742
	Iteration 11Q: 3 clusters Score -465962.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -466068.062500 Penalty: 4256.135742
	Iteration 12Q: 3 clusters Score -466068.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -466182.093750 Penalty: 4256.135742
	Iteration 13Q: 3 clusters Score -466182.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -466294.406250 Penalty: 4256.135742
	Iteration 14Q: 3 clusters Score -466294.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -466396.687500 Penalty: 4256.135742
	Iteration 15Q: 3 clusters Score -466396.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -466480.281250 Penalty: 4256.135742
	Iteration 16Q: 3 clusters Score -466480.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -466551.843750 Penalty: 4256.135742
	Iteration 17Q: 3 clusters Score -466551.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -466607.687500 Penalty: 4256.135742
	Iteration 18Q: 3 clusters Score -466607.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -466655.906250 Penalty: 4256.135742
	Iteration 19Q: 3 clusters Score -466655.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -466690.593750 Penalty: 4256.135742
	Iteration 20F: 3 clusters Score -466690.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -466720.031250 Penalty: 4256.135742
	Iteration 21Q: 3 clusters Score -466720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -466740.250000 Penalty: 4256.135742
	Iteration 22Q: 3 clusters Score -466740.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -466762.375000 Penalty: 4256.135742
	Iteration 23Q: 3 clusters Score -466762.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -466783.312500 Penalty: 4256.135742
	Iteration 24Q: 3 clusters Score -466783.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -466797.156250 Penalty: 4256.135742
	Iteration 25Q: 3 clusters Score -466797.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -466811.843750 Penalty: 4256.135742
	Iteration 26Q: 3 clusters Score -466811.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -466819.625000 Penalty: 4256.135742
	Iteration 27Q: 3 clusters Score -466819.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -466824.437500 Penalty: 4256.135742
	Iteration 28Q: 3 clusters Score -466824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -466826.843750 Penalty: 4256.135742
	Iteration 29Q: 3 clusters Score -466826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -466829.625000 Penalty: 4256.135742
	Iteration 30Q: 3 clusters Score -466829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -466832.656250 Penalty: 4256.135742
	Iteration 31Q: 3 clusters Score -466832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -466837.687500 Penalty: 4256.135742
	Iteration 32Q: 3 clusters Score -466837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -466839.156250 Penalty: 4256.135742
	Iteration 33Q: 3 clusters Score -466839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -466839.937500 Penalty: 4256.135742
	Iteration 34Q: 3 clusters Score -466839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -466843.531250 Penalty: 4256.135742
	Iteration 35Q: 3 clusters Score -466843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -466846.343750 Penalty: 4256.135742
	Iteration 36Q: 3 clusters Score -466846.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -466850.281250 Penalty: 4256.135742
	Iteration 37Q: 3 clusters Score -466850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -466852.500000 Penalty: 4256.135742
	Iteration 38Q: 3 clusters Score -466852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -466854.218750 Penalty: 4256.135742
	Iteration 39Q: 3 clusters Score -466854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -466856.937500 Penalty: 4256.135742
	Iteration 40F: 3 clusters Score -466856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -466858.343750 Penalty: 4256.135742
	Iteration 41Q: 3 clusters Score -466858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -466860.062500 Penalty: 4256.135742
	Iteration 42Q: 3 clusters Score -466860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -466861.281250 Penalty: 4256.135742
	Iteration 43Q: 3 clusters Score -466861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -466864.750000 Penalty: 4256.135742
	Iteration 44Q: 3 clusters Score -466864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -466869.093750 Penalty: 4256.135742
	Iteration 45Q: 3 clusters Score -466869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -466871.281250 Penalty: 4256.135742
	Iteration 46Q: 3 clusters Score -466871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -466871.687500 Penalty: 4256.135742
	Iteration 47Q: 3 clusters Score -466871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -466873.093750 Penalty: 4256.135742
	Iteration 48Q: 3 clusters Score -466873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -466874.093750 Penalty: 4256.135742
	Iteration 49Q: 3 clusters Score -466874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -466874.937500 Penalty: 4256.135742
	Iteration 50Q: 3 clusters Score -466874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -466875.687500 Penalty: 4256.135742
	Iteration 51Q: 3 clusters Score -466875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -466875.687500 Penalty: 4256.135742
	Iteration 52F: 3 clusters Score -466875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -403068.000000 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -403068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -398802.437500 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -398802.4 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -399742.750000 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -399742.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -399958.187500 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -399958.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -400092.406250 Penalty: 4181.009277
	Iteration 3F: 3 clusters Score -400092.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -400184.875000 Penalty: 4181.009277
	Iteration 4Q: 3 clusters Score -400184.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -400253.250000 Penalty: 4181.009277
	Iteration 5Q: 3 clusters Score -400253.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -400305.031250 Penalty: 4181.009277
	Iteration 6Q: 3 clusters Score -400305 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -400359.281250 Penalty: 4181.009277
	Iteration 7Q: 3 clusters Score -400359.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -400403.531250 Penalty: 4181.009277
	Iteration 8Q: 3 clusters Score -400403.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -400440.312500 Penalty: 4181.009277
	Iteration 9Q: 3 clusters Score -400440.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -400478.156250 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -400478.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -400515.656250 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -400515.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -400556.312500 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -400556.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -400595.218750 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -400595.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -400633.656250 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -400633.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -400673.750000 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -400673.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -400709.562500 Penalty: 4181.009277
	Iteration 16Q: 3 clusters Score -400709.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -400742.781250 Penalty: 4181.009277
	Iteration 17Q: 3 clusters Score -400742.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -400775.562500 Penalty: 4181.009277
	Iteration 18Q: 3 clusters Score -400775.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -400805.125000 Penalty: 4181.009277
	Iteration 19Q: 3 clusters Score -400805.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -400836.968750 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -400837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -400869.781250 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -400869.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -400898.000000 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -400898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -400919.656250 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -400919.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -400938.687500 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -400938.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -400954.718750 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -400954.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -400973.093750 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -400973.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -400993.343750 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -400993.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -401013.968750 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -401014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -401031.250000 Penalty: 4181.009277
	Iteration 29Q: 3 clusters Score -401031.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -401043.968750 Penalty: 4181.009277
	Iteration 30Q: 3 clusters Score -401044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -401057.218750 Penalty: 4181.009277
	Iteration 31Q: 3 clusters Score -401057.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -401069.281250 Penalty: 4181.009277
	Iteration 32Q: 3 clusters Score -401069.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -401076.000000 Penalty: 4181.009277
	Iteration 33Q: 3 clusters Score -401076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -401082.250000 Penalty: 4181.009277
	Iteration 34Q: 3 clusters Score -401082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -401086.750000 Penalty: 4181.009277
	Iteration 35Q: 3 clusters Score -401086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -401088.531250 Penalty: 4181.009277
	Iteration 36Q: 3 clusters Score -401088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -401089.875000 Penalty: 4181.009277
	Iteration 37Q: 3 clusters Score -401089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -401091.187500 Penalty: 4181.009277
	Iteration 38Q: 3 clusters Score -401091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -401092.843750 Penalty: 4181.009277
	Iteration 39Q: 3 clusters Score -401092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -401095.687500 Penalty: 4181.009277
	Iteration 40F: 3 clusters Score -401095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -401099.718750 Penalty: 4181.009277
	Iteration 41Q: 3 clusters Score -401099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -401104.000000 Penalty: 4181.009277
	Iteration 42Q: 3 clusters Score -401104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -401106.312500 Penalty: 4181.009277
	Iteration 43Q: 3 clusters Score -401106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -401107.906250 Penalty: 4181.009277
	Iteration 44Q: 3 clusters Score -401107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -401110.500000 Penalty: 4181.009277
	Iteration 45Q: 3 clusters Score -401110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -401114.031250 Penalty: 4181.009277
	Iteration 46Q: 3 clusters Score -401114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -401114.812500 Penalty: 4181.009277
	Iteration 47Q: 3 clusters Score -401114.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -401119.687500 Penalty: 4181.009277
	Iteration 48Q: 3 clusters Score -401119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -401124.500000 Penalty: 4181.009277
	Iteration 49Q: 3 clusters Score -401124.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -401128.718750 Penalty: 4181.009277
	Iteration 50Q: 3 clusters Score -401128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -401131.781250 Penalty: 4181.009277
	Iteration 51Q: 3 clusters Score -401131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -401134.093750 Penalty: 4181.009277
	Iteration 52Q: 3 clusters Score -401134.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -401139.812500 Penalty: 4181.009277
	Iteration 53Q: 3 clusters Score -401139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -401147.687500 Penalty: 4181.009277
	Iteration 54Q: 3 clusters Score -401147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -401149.968750 Penalty: 4181.009277
	Iteration 55Q: 3 clusters Score -401150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -401152.156250 Penalty: 4181.009277
	Iteration 56Q: 3 clusters Score -401152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -401153.562500 Penalty: 4181.009277
	Iteration 57Q: 3 clusters Score -401153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -401153.562500 Penalty: 4181.009277
	Iteration 58F: 3 clusters Score -401153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Entering Unmasked Estep 
Score: -1348010.000000 Penalty: 2396.772461
	Iteration 0F: 2 clusters Score -1348010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1336667.500000 Penalty: 4793.544922
	Iteration 0F: 3 clusters Score -1336668 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1340513.500000 Penalty: 4793.544922
	Iteration 1F: 3 clusters Score -1340514 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1341027.250000 Penalty: 4793.544922
	Iteration 2F: 3 clusters Score -1341027 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1341590.000000 Penalty: 4793.544922
	Iteration 3F: 3 clusters Score -1341590 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1342238.125000 Penalty: 4793.544922
	Iteration 4F: 3 clusters Score -1342238 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1342908.625000 Penalty: 4793.544922
	Iteration 5F: 3 clusters Score -1342909 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1343571.750000 Penalty: 4793.544922
	Iteration 6F: 3 clusters Score -1343572 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1344134.000000 Penalty: 4793.544922
	Iteration 7F: 3 clusters Score -1344134 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1344586.500000 Penalty: 4793.544922
	Iteration 8Q: 3 clusters Score -1344586 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1344980.250000 Penalty: 4793.544922
	Iteration 9Q: 3 clusters Score -1344980 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1345303.500000 Penalty: 4793.544922
	Iteration 10Q: 3 clusters Score -1345304 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1345555.500000 Penalty: 4793.544922
	Iteration 11Q: 3 clusters Score -1345556 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1345728.250000 Penalty: 4793.544922
	Iteration 12Q: 3 clusters Score -1345728 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1345871.375000 Penalty: 4793.544922
	Iteration 13Q: 3 clusters Score -1345871 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1345983.125000 Penalty: 4793.544922
	Iteration 14Q: 3 clusters Score -1345983 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1346058.000000 Penalty: 4793.544922
	Iteration 15Q: 3 clusters Score -1346058 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1346120.125000 Penalty: 4793.544922
	Iteration 16Q: 3 clusters Score -1346120 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1346176.250000 Penalty: 4793.544922
	Iteration 17Q: 3 clusters Score -1346176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1346223.875000 Penalty: 4793.544922
	Iteration 18Q: 3 clusters Score -1346224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1346249.250000 Penalty: 4793.544922
	Iteration 19Q: 3 clusters Score -1346249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1346264.125000 Penalty: 4793.544922
	Iteration 20F: 3 clusters Score -1346264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1346279.000000 Penalty: 4793.544922
	Iteration 21Q: 3 clusters Score -1346279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1346282.375000 Penalty: 4793.544922
	Iteration 22Q: 3 clusters Score -1346282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1346293.750000 Penalty: 4793.544922
	Iteration 23Q: 3 clusters Score -1346294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1346302.375000 Penalty: 4793.544922
	Iteration 24Q: 3 clusters Score -1346302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1346307.125000 Penalty: 4793.544922
	Iteration 25Q: 3 clusters Score -1346307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1346310.000000 Penalty: 4793.544922
	Iteration 26Q: 3 clusters Score -1346310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1346318.750000 Penalty: 4793.544922
	Iteration 27Q: 3 clusters Score -1346319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1346322.875000 Penalty: 4793.544922
	Iteration 28Q: 3 clusters Score -1346323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1346323.625000 Penalty: 4793.544922
	Iteration 29Q: 3 clusters Score -1346324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1346324.125000 Penalty: 4793.544922
	Iteration 30Q: 3 clusters Score -1346324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1346327.625000 Penalty: 4793.544922
	Iteration 31Q: 3 clusters Score -1346328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1346331.000000 Penalty: 4793.544922
	Iteration 32Q: 3 clusters Score -1346331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1346334.750000 Penalty: 4793.544922
	Iteration 33Q: 3 clusters Score -1346335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1346338.750000 Penalty: 4793.544922
	Iteration 34Q: 3 clusters Score -1346339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1346342.500000 Penalty: 4793.544922
	Iteration 35Q: 3 clusters Score -1346342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1346342.875000 Penalty: 4793.544922
	Iteration 36Q: 3 clusters Score -1346343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1346345.750000 Penalty: 4793.544922
	Iteration 37Q: 3 clusters Score -1346346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1346346.000000 Penalty: 4793.544922
	Iteration 38Q: 3 clusters Score -1346346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1346346.000000 Penalty: 4793.544922
	Iteration 39F: 3 clusters Score -1346346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Entering Unmasked Estep 
Score: -842351.000000 Penalty: 2275.097656
	Iteration 0F: 2 clusters Score -842351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -834872.062500 Penalty: 4550.195312
	Iteration 0F: 3 clusters Score -834872.1 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -837028.125000 Penalty: 4550.195312
	Iteration 1F: 3 clusters Score -837028.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -837415.437500 Penalty: 4550.195312
	Iteration 2F: 3 clusters Score -837415.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -837811.000000 Penalty: 4550.195312
	Iteration 3F: 3 clusters Score -837811 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -838269.750000 Penalty: 4550.195312
	Iteration 4F: 3 clusters Score -838269.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -838706.500000 Penalty: 4550.195312
	Iteration 5F: 3 clusters Score -838706.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -839157.062500 Penalty: 4550.195312
	Iteration 6F: 3 clusters Score -839157.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -839592.125000 Penalty: 4550.195312
	Iteration 7F: 3 clusters Score -839592.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -839927.125000 Penalty: 4550.195312
	Iteration 8Q: 3 clusters Score -839927.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -840147.687500 Penalty: 4550.195312
	Iteration 9Q: 3 clusters Score -840147.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -840306.437500 Penalty: 4550.195312
	Iteration 10Q: 3 clusters Score -840306.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -840413.750000 Penalty: 4550.195312
	Iteration 11Q: 3 clusters Score -840413.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -840483.500000 Penalty: 4550.195312
	Iteration 12Q: 3 clusters Score -840483.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -840536.437500 Penalty: 4550.195312
	Iteration 13Q: 3 clusters Score -840536.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -840582.937500 Penalty: 4550.195312
	Iteration 14Q: 3 clusters Score -840582.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -840613.125000 Penalty: 4550.195312
	Iteration 15Q: 3 clusters Score -840613.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -840630.687500 Penalty: 4550.195312
	Iteration 16Q: 3 clusters Score -840630.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -840643.937500 Penalty: 4550.195312
	Iteration 17Q: 3 clusters Score -840643.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -840651.437500 Penalty: 4550.195312
	Iteration 18Q: 3 clusters Score -840651.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -840654.375000 Penalty: 4550.195312
	Iteration 19Q: 3 clusters Score -840654.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -840662.625000 Penalty: 4550.195312
	Iteration 20F: 3 clusters Score -840662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -840664.437500 Penalty: 4550.195312
	Iteration 21Q: 3 clusters Score -840664.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -840666.312500 Penalty: 4550.195312
	Iteration 22Q: 3 clusters Score -840666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -840665.937500 Penalty: 4550.195312
	Iteration 23Q: 3 clusters Score -840665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -840667.125000 Penalty: 4550.195312
	Iteration 24Q: 3 clusters Score -840667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -840667.125000 Penalty: 4550.195312
	Iteration 25F: 3 clusters Score -840667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -613721.375000 Penalty: 2228.266113
	Iteration 0F: 2 clusters Score -613721.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -607398.750000 Penalty: 4456.532227
	Iteration 0F: 3 clusters Score -607398.8 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -609311.750000 Penalty: 4456.532227
	Iteration 1F: 3 clusters Score -609311.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -609937.250000 Penalty: 4456.532227
	Iteration 2F: 3 clusters Score -609937.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -610536.875000 Penalty: 4456.532227
	Iteration 3F: 3 clusters Score -610536.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -611102.437500 Penalty: 4456.532227
	Iteration 4F: 3 clusters Score -611102.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -611620.187500 Penalty: 4456.532227
	Iteration 5F: 3 clusters Score -611620.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -612047.250000 Penalty: 4456.532227
	Iteration 6F: 3 clusters Score -612047.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -612286.062500 Penalty: 4456.532227
	Iteration 7Q: 3 clusters Score -612286.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -612412.000000 Penalty: 4456.532227
	Iteration 8Q: 3 clusters Score -612412 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -612490.562500 Penalty: 4456.532227
	Iteration 9Q: 3 clusters Score -612490.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -612537.812500 Penalty: 4456.532227
	Iteration 10Q: 3 clusters Score -612537.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -612567.750000 Penalty: 4456.532227
	Iteration 11Q: 3 clusters Score -612567.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -612588.062500 Penalty: 4456.532227
	Iteration 12Q: 3 clusters Score -612588.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -612611.375000 Penalty: 4456.532227
	Iteration 13Q: 3 clusters Score -612611.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -612628.312500 Penalty: 4456.532227
	Iteration 14Q: 3 clusters Score -612628.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -612647.125000 Penalty: 4456.532227
	Iteration 15Q: 3 clusters Score -612647.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -612663.187500 Penalty: 4456.532227
	Iteration 16Q: 3 clusters Score -612663.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -612674.625000 Penalty: 4456.532227
	Iteration 17Q: 3 clusters Score -612674.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -612684.437500 Penalty: 4456.532227
	Iteration 18Q: 3 clusters Score -612684.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -612689.875000 Penalty: 4456.532227
	Iteration 19Q: 3 clusters Score -612689.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -612693.625000 Penalty: 4456.532227
	Iteration 20F: 3 clusters Score -612693.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -612695.687500 Penalty: 4456.532227
	Iteration 21Q: 3 clusters Score -612695.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -612699.625000 Penalty: 4456.532227
	Iteration 22Q: 3 clusters Score -612699.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -612701.625000 Penalty: 4456.532227
	Iteration 23Q: 3 clusters Score -612701.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -612705.937500 Penalty: 4456.532227
	Iteration 24Q: 3 clusters Score -612705.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -612709.562500 Penalty: 4456.532227
	Iteration 25Q: 3 clusters Score -612709.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -612710.750000 Penalty: 4456.532227
	Iteration 26Q: 3 clusters Score -612710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -612714.000000 Penalty: 4456.532227
	Iteration 27Q: 3 clusters Score -612714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -612722.062500 Penalty: 4456.532227
	Iteration 28Q: 3 clusters Score -612722.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -612725.562500 Penalty: 4456.532227
	Iteration 29Q: 3 clusters Score -612725.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -612730.187500 Penalty: 4456.532227
	Iteration 30Q: 3 clusters Score -612730.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -612733.375000 Penalty: 4456.532227
	Iteration 31Q: 3 clusters Score -612733.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -612738.250000 Penalty: 4456.532227
	Iteration 32Q: 3 clusters Score -612738.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -612743.187500 Penalty: 4456.532227
	Iteration 33Q: 3 clusters Score -612743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -612745.937500 Penalty: 4456.532227
	Iteration 34Q: 3 clusters Score -612745.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -612749.625000 Penalty: 4456.532227
	Iteration 35Q: 3 clusters Score -612749.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -612759.375000 Penalty: 4456.532227
	Iteration 36Q: 3 clusters Score -612759.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -612765.625000 Penalty: 4456.532227
	Iteration 37Q: 3 clusters Score -612765.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -612770.937500 Penalty: 4456.532227
	Iteration 38Q: 3 clusters Score -612770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -612775.500000 Penalty: 4456.532227
	Iteration 39Q: 3 clusters Score -612775.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -612777.187500 Penalty: 4456.532227
	Iteration 40F: 3 clusters Score -612777.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -612779.875000 Penalty: 4456.532227
	Iteration 41Q: 3 clusters Score -612779.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -612787.187500 Penalty: 4456.532227
	Iteration 42Q: 3 clusters Score -612787.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -612791.500000 Penalty: 4456.532227
	Iteration 43Q: 3 clusters Score -612791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -612793.562500 Penalty: 4456.532227
	Iteration 44Q: 3 clusters Score -612793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -612795.687500 Penalty: 4456.532227
	Iteration 45Q: 3 clusters Score -612795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -612796.062500 Penalty: 4456.532227
	Iteration 46Q: 3 clusters Score -612796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -612797.562500 Penalty: 4456.532227
	Iteration 47Q: 3 clusters Score -612797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -612798.875000 Penalty: 4456.532227
	Iteration 48Q: 3 clusters Score -612798.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -612799.500000 Penalty: 4456.532227
	Iteration 49Q: 3 clusters Score -612799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -612800.062500 Penalty: 4456.532227
	Iteration 50Q: 3 clusters Score -612800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -612800.937500 Penalty: 4456.532227
	Iteration 51Q: 3 clusters Score -612800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -612800.562500 Penalty: 4456.532227
	Iteration 52Q: 3 clusters Score -612800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -612804.250000 Penalty: 4456.532227
	Iteration 53Q: 3 clusters Score -612804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -612802.500000 Penalty: 4456.532227
	Iteration 54Q: 3 clusters Score -612802.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -612803.250000 Penalty: 4456.532227
	Iteration 55Q: 3 clusters Score -612803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -612802.812500 Penalty: 4456.532227
	Iteration 56Q: 3 clusters Score -612802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -612802.437500 Penalty: 4456.532227
	Iteration 57Q: 3 clusters Score -612802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -612802.875000 Penalty: 4456.532227
	Iteration 58Q: 3 clusters Score -612802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -612803.875000 Penalty: 4456.532227
	Iteration 59Q: 3 clusters Score -612803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -612803.687500 Penalty: 4456.532227
	Iteration 60F: 3 clusters Score -612803.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -318744.781250 Penalty: 2040.918823
	Iteration 0F: 2 clusters Score -318744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -315020.500000 Penalty: 4081.837646
	Iteration 0F: 3 clusters Score -315020.5 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -315841.500000 Penalty: 4081.837646
	Iteration 1F: 3 clusters Score -315841.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -316039.843750 Penalty: 4081.837646
	Iteration 2F: 3 clusters Score -316039.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -316157.375000 Penalty: 4081.837646
	Iteration 3F: 3 clusters Score -316157.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -316238.750000 Penalty: 4081.837646
	Iteration 4Q: 3 clusters Score -316238.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -316304.625000 Penalty: 4081.837646
	Iteration 5Q: 3 clusters Score -316304.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -316362.875000 Penalty: 4081.837646
	Iteration 6Q: 3 clusters Score -316362.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -316406.937500 Penalty: 4081.837646
	Iteration 7Q: 3 clusters Score -316406.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -316444.906250 Penalty: 4081.837646
	Iteration 8Q: 3 clusters Score -316444.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -316480.531250 Penalty: 4081.837646
	Iteration 9Q: 3 clusters Score -316480.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -316515.562500 Penalty: 4081.837646
	Iteration 10Q: 3 clusters Score -316515.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -316539.343750 Penalty: 4081.837646
	Iteration 11Q: 3 clusters Score -316539.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -316555.375000 Penalty: 4081.837646
	Iteration 12Q: 3 clusters Score -316555.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -316568.843750 Penalty: 4081.837646
	Iteration 13Q: 3 clusters Score -316568.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -316577.812500 Penalty: 4081.837646
	Iteration 14Q: 3 clusters Score -316577.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -316584.062500 Penalty: 4081.837646
	Iteration 15Q: 3 clusters Score -316584.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -316587.781250 Penalty: 4081.837646
	Iteration 16Q: 3 clusters Score -316587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -316590.593750 Penalty: 4081.837646
	Iteration 17Q: 3 clusters Score -316590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -316591.125000 Penalty: 4081.837646
	Iteration 18Q: 3 clusters Score -316591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -316592.562500 Penalty: 4081.837646
	Iteration 19Q: 3 clusters Score -316592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -316593.093750 Penalty: 4081.837646
	Iteration 20F: 3 clusters Score -316593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -316594.031250 Penalty: 4081.837646
	Iteration 21Q: 3 clusters Score -316594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -316594.718750 Penalty: 4081.837646
	Iteration 22Q: 3 clusters Score -316594.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -316594.718750 Penalty: 4081.837646
	Iteration 23F: 3 clusters Score -316594.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -522918.000000 Penalty: 2155.862305
	Iteration 0F: 2 clusters Score -522918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -517814.843750 Penalty: 4311.724609
	Iteration 0F: 3 clusters Score -517814.8 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -519065.375000 Penalty: 4311.724609
	Iteration 1F: 3 clusters Score -519065.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -519303.625000 Penalty: 4311.724609
	Iteration 2F: 3 clusters Score -519303.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -519430.062500 Penalty: 4311.724609
	Iteration 3Q: 3 clusters Score -519430.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -519524.250000 Penalty: 4311.724609
	Iteration 4Q: 3 clusters Score -519524.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -519595.625000 Penalty: 4311.724609
	Iteration 5Q: 3 clusters Score -519595.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -519647.625000 Penalty: 4311.724609
	Iteration 6Q: 3 clusters Score -519647.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -519686.343750 Penalty: 4311.724609
	Iteration 7Q: 3 clusters Score -519686.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -519727.687500 Penalty: 4311.724609
	Iteration 8Q: 3 clusters Score -519727.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -519767.562500 Penalty: 4311.724609
	Iteration 9Q: 3 clusters Score -519767.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -519809.875000 Penalty: 4311.724609
	Iteration 10Q: 3 clusters Score -519809.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -519845.531250 Penalty: 4311.724609
	Iteration 11Q: 3 clusters Score -519845.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -519871.187500 Penalty: 4311.724609
	Iteration 12Q: 3 clusters Score -519871.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -519902.781250 Penalty: 4311.724609
	Iteration 13Q: 3 clusters Score -519902.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -519938.250000 Penalty: 4311.724609
	Iteration 14Q: 3 clusters Score -519938.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -519973.906250 Penalty: 4311.724609
	Iteration 15Q: 3 clusters Score -519973.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -520002.875000 Penalty: 4311.724609
	Iteration 16Q: 3 clusters Score -520002.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -520039.156250 Penalty: 4311.724609
	Iteration 17Q: 3 clusters Score -520039.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -520068.750000 Penalty: 4311.724609
	Iteration 18Q: 3 clusters Score -520068.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -520104.281250 Penalty: 4311.724609
	Iteration 19Q: 3 clusters Score -520104.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -520142.468750 Penalty: 4311.724609
	Iteration 20F: 3 clusters Score -520142.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -520188.187500 Penalty: 4311.724609
	Iteration 21Q: 3 clusters Score -520188.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -520231.218750 Penalty: 4311.724609
	Iteration 22Q: 3 clusters Score -520231.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -520275.031250 Penalty: 4311.724609
	Iteration 23Q: 3 clusters Score -520275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -520303.781250 Penalty: 4311.724609
	Iteration 24Q: 3 clusters Score -520303.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -520331.062500 Penalty: 4311.724609
	Iteration 25Q: 3 clusters Score -520331.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -520352.843750 Penalty: 4311.724609
	Iteration 26Q: 3 clusters Score -520352.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -520372.781250 Penalty: 4311.724609
	Iteration 27Q: 3 clusters Score -520372.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -520396.875000 Penalty: 4311.724609
	Iteration 28Q: 3 clusters Score -520396.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -520418.656250 Penalty: 4311.724609
	Iteration 29Q: 3 clusters Score -520418.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -520436.062500 Penalty: 4311.724609
	Iteration 30Q: 3 clusters Score -520436.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -520461.156250 Penalty: 4311.724609
	Iteration 31Q: 3 clusters Score -520461.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -520490.406250 Penalty: 4311.724609
	Iteration 32Q: 3 clusters Score -520490.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -520513.593750 Penalty: 4311.724609
	Iteration 33Q: 3 clusters Score -520513.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -520535.531250 Penalty: 4311.724609
	Iteration 34Q: 3 clusters Score -520535.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -520554.343750 Penalty: 4311.724609
	Iteration 35Q: 3 clusters Score -520554.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -520572.687500 Penalty: 4311.724609
	Iteration 36Q: 3 clusters Score -520572.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -520589.500000 Penalty: 4311.724609
	Iteration 37Q: 3 clusters Score -520589.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -520600.812500 Penalty: 4311.724609
	Iteration 38Q: 3 clusters Score -520600.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -520611.031250 Penalty: 4311.724609
	Iteration 39Q: 3 clusters Score -520611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -520625.531250 Penalty: 4311.724609
	Iteration 40F: 3 clusters Score -520625.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -520638.812500 Penalty: 4311.724609
	Iteration 41Q: 3 clusters Score -520638.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -520647.906250 Penalty: 4311.724609
	Iteration 42Q: 3 clusters Score -520647.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -520656.687500 Penalty: 4311.724609
	Iteration 43Q: 3 clusters Score -520656.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -520661.781250 Penalty: 4311.724609
	Iteration 44Q: 3 clusters Score -520661.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -520666.937500 Penalty: 4311.724609
	Iteration 45Q: 3 clusters Score -520666.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -520668.125000 Penalty: 4311.724609
	Iteration 46Q: 3 clusters Score -520668.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -520671.375000 Penalty: 4311.724609
	Iteration 47Q: 3 clusters Score -520671.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -520675.375000 Penalty: 4311.724609
	Iteration 48Q: 3 clusters Score -520675.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -520678.062500 Penalty: 4311.724609
	Iteration 49Q: 3 clusters Score -520678.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -520681.875000 Penalty: 4311.724609
	Iteration 50Q: 3 clusters Score -520681.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -520685.875000 Penalty: 4311.724609
	Iteration 51Q: 3 clusters Score -520685.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -520690.500000 Penalty: 4311.724609
	Iteration 52Q: 3 clusters Score -520690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -520692.250000 Penalty: 4311.724609
	Iteration 53Q: 3 clusters Score -520692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -520693.218750 Penalty: 4311.724609
	Iteration 54Q: 3 clusters Score -520693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -520694.093750 Penalty: 4311.724609
	Iteration 55Q: 3 clusters Score -520694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -520694.093750 Penalty: 4311.724609
	Iteration 56F: 3 clusters Score -520694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Entering Unmasked Estep 
Score: -1512636.000000 Penalty: 2421.014404
	Iteration 0F: 2 clusters Score -1512636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1500261.375000 Penalty: 4842.028809
	Iteration 0F: 3 clusters Score -1500261 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1504306.125000 Penalty: 4842.028809
	Iteration 1F: 3 clusters Score -1504306 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1504676.625000 Penalty: 4842.028809
	Iteration 2F: 3 clusters Score -1504677 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1504973.000000 Penalty: 4842.028809
	Iteration 3Q: 3 clusters Score -1504973 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1505251.250000 Penalty: 4842.028809
	Iteration 4Q: 3 clusters Score -1505251 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1505534.000000 Penalty: 4842.028809
	Iteration 5Q: 3 clusters Score -1505534 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1505802.125000 Penalty: 4842.028809
	Iteration 6Q: 3 clusters Score -1505802 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1506082.375000 Penalty: 4842.028809
	Iteration 7Q: 3 clusters Score -1506082 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1506418.250000 Penalty: 4842.028809
	Iteration 8Q: 3 clusters Score -1506418 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1506818.875000 Penalty: 4842.028809
	Iteration 9Q: 3 clusters Score -1506819 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1507256.875000 Penalty: 4842.028809
	Iteration 10Q: 3 clusters Score -1507257 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1507736.125000 Penalty: 4842.028809
	Iteration 11Q: 3 clusters Score -1507736 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1508215.375000 Penalty: 4842.028809
	Iteration 12Q: 3 clusters Score -1508215 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1508705.875000 Penalty: 4842.028809
	Iteration 13Q: 3 clusters Score -1508706 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1509122.250000 Penalty: 4842.028809
	Iteration 14Q: 3 clusters Score -1509122 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1509442.500000 Penalty: 4842.028809
	Iteration 15Q: 3 clusters Score -1509442 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1509644.875000 Penalty: 4842.028809
	Iteration 16Q: 3 clusters Score -1509645 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1509780.500000 Penalty: 4842.028809
	Iteration 17Q: 3 clusters Score -1509780 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1509865.625000 Penalty: 4842.028809
	Iteration 18Q: 3 clusters Score -1509866 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1509925.000000 Penalty: 4842.028809
	Iteration 19Q: 3 clusters Score -1509925 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1509965.250000 Penalty: 4842.028809
	Iteration 20F: 3 clusters Score -1509965 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1510001.750000 Penalty: 4842.028809
	Iteration 21Q: 3 clusters Score -1510002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1510030.750000 Penalty: 4842.028809
	Iteration 22Q: 3 clusters Score -1510031 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1510056.750000 Penalty: 4842.028809
	Iteration 23Q: 3 clusters Score -1510057 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1510070.750000 Penalty: 4842.028809
	Iteration 24Q: 3 clusters Score -1510071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1510086.250000 Penalty: 4842.028809
	Iteration 25Q: 3 clusters Score -1510086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1510100.500000 Penalty: 4842.028809
	Iteration 26Q: 3 clusters Score -1510100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1510109.625000 Penalty: 4842.028809
	Iteration 27Q: 3 clusters Score -1510110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1510121.375000 Penalty: 4842.028809
	Iteration 28Q: 3 clusters Score -1510121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1510125.375000 Penalty: 4842.028809
	Iteration 29Q: 3 clusters Score -1510125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1510135.875000 Penalty: 4842.028809
	Iteration 30Q: 3 clusters Score -1510136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1510137.250000 Penalty: 4842.028809
	Iteration 31Q: 3 clusters Score -1510137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1510139.625000 Penalty: 4842.028809
	Iteration 32Q: 3 clusters Score -1510140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1510139.375000 Penalty: 4842.028809
	Iteration 33Q: 3 clusters Score -1510139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1510143.750000 Penalty: 4842.028809
	Iteration 34Q: 3 clusters Score -1510144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1510148.125000 Penalty: 4842.028809
	Iteration 35Q: 3 clusters Score -1510148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1510150.125000 Penalty: 4842.028809
	Iteration 36Q: 3 clusters Score -1510150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1510152.750000 Penalty: 4842.028809
	Iteration 37Q: 3 clusters Score -1510153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1510150.000000 Penalty: 4842.028809
	Iteration 38Q: 3 clusters Score -1510150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1510149.375000 Penalty: 4842.028809
	Iteration 39Q: 3 clusters Score -1510149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1510150.375000 Penalty: 4842.028809
	Iteration 40F: 3 clusters Score -1510150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1510150.625000 Penalty: 4842.028809
	Iteration 41Q: 3 clusters Score -1510151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1510152.625000 Penalty: 4842.028809
	Iteration 42Q: 3 clusters Score -1510153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1510152.250000 Penalty: 4842.028809
	Iteration 43Q: 3 clusters Score -1510152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1510152.375000 Penalty: 4842.028809
	Iteration 44Q: 3 clusters Score -1510152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1510152.375000 Penalty: 4842.028809
	Iteration 45Q: 3 clusters Score -1510152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1510153.000000 Penalty: 4842.028809
	Iteration 46Q: 3 clusters Score -1510153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1510152.250000 Penalty: 4842.028809
	Iteration 47Q: 3 clusters Score -1510152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1510151.750000 Penalty: 4842.028809
	Iteration 48Q: 3 clusters Score -1510152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1510156.375000 Penalty: 4842.028809
	Iteration 49Q: 3 clusters Score -1510156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1510155.000000 Penalty: 4842.028809
	Iteration 50Q: 3 clusters Score -1510155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1510156.000000 Penalty: 4842.028809
	Iteration 51Q: 3 clusters Score -1510156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1510156.875000 Penalty: 4842.028809
	Iteration 52Q: 3 clusters Score -1510157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1510160.750000 Penalty: 4842.028809
	Iteration 53Q: 3 clusters Score -1510161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1510159.125000 Penalty: 4842.028809
	Iteration 54Q: 3 clusters Score -1510159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1510159.000000 Penalty: 4842.028809
	Iteration 55Q: 3 clusters Score -1510159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1510159.875000 Penalty: 4842.028809
	Iteration 56Q: 3 clusters Score -1510160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1510155.875000 Penalty: 4842.028809
	Iteration 57Q: 3 clusters Score -1510156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1510157.375000 Penalty: 4842.028809
	Iteration 58Q: 3 clusters Score -1510157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1510160.500000 Penalty: 4842.028809
	Iteration 59Q: 3 clusters Score -1510160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1510164.125000 Penalty: 4842.028809
	Iteration 60F: 3 clusters Score -1510164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1510161.500000 Penalty: 4842.028809
	Iteration 61Q: 3 clusters Score -1510162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1510162.125000 Penalty: 4842.028809
	Iteration 62Q: 3 clusters Score -1510162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1510162.000000 Penalty: 4842.028809
	Iteration 63Q: 3 clusters Score -1510162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1510163.125000 Penalty: 4842.028809
	Iteration 64Q: 3 clusters Score -1510163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1510161.125000 Penalty: 4842.028809
	Iteration 65Q: 3 clusters Score -1510161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1510164.375000 Penalty: 4842.028809
	Iteration 66Q: 3 clusters Score -1510164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1510164.250000 Penalty: 4842.028809
	Iteration 67Q: 3 clusters Score -1510164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1510164.375000 Penalty: 4842.028809
	Iteration 68Q: 3 clusters Score -1510164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1510165.375000 Penalty: 4842.028809
	Iteration 69Q: 3 clusters Score -1510165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1510166.500000 Penalty: 4842.028809
	Iteration 70Q: 3 clusters Score -1510166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1510166.500000 Penalty: 4842.028809
	Iteration 71F: 3 clusters Score -1510166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Entering Unmasked Estep 
Score: -2559618.000000 Penalty: 2567.821045
	Iteration 0F: 2 clusters Score -2559618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2538285.750000 Penalty: 5135.642090
	Iteration 0F: 3 clusters Score -2538286 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2545996.500000 Penalty: 5135.642090
	Iteration 1F: 3 clusters Score -2545996 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2546715.750000 Penalty: 5135.642090
	Iteration 2F: 3 clusters Score -2546716 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2547520.250000 Penalty: 5135.642090
	Iteration 3F: 3 clusters Score -2547520 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2548422.750000 Penalty: 5135.642090
	Iteration 4F: 3 clusters Score -2548423 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2549387.750000 Penalty: 5135.642090
	Iteration 5F: 3 clusters Score -2549388 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2550508.750000 Penalty: 5135.642090
	Iteration 6F: 3 clusters Score -2550509 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2551740.750000 Penalty: 5135.642090
	Iteration 7F: 3 clusters Score -2551741 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2552970.250000 Penalty: 5135.642090
	Iteration 8F: 3 clusters Score -2552970 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2554034.750000 Penalty: 5135.642090
	Iteration 9Q: 3 clusters Score -2554035 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2554950.250000 Penalty: 5135.642090
	Iteration 10Q: 3 clusters Score -2554950 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -2555679.000000 Penalty: 5135.642090
	Iteration 11Q: 3 clusters Score -2555679 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -2556257.500000 Penalty: 5135.642090
	Iteration 12Q: 3 clusters Score -2556258 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -2556674.500000 Penalty: 5135.642090
	Iteration 13Q: 3 clusters Score -2556674 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -2556947.750000 Penalty: 5135.642090
	Iteration 14Q: 3 clusters Score -2556948 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -2557112.250000 Penalty: 5135.642090
	Iteration 15Q: 3 clusters Score -2557112 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -2557234.250000 Penalty: 5135.642090
	Iteration 16Q: 3 clusters Score -2557234 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -2557328.250000 Penalty: 5135.642090
	Iteration 17Q: 3 clusters Score -2557328 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -2557409.000000 Penalty: 5135.642090
	Iteration 18Q: 3 clusters Score -2557409 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -2557459.500000 Penalty: 5135.642090
	Iteration 19Q: 3 clusters Score -2557460 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -2557506.500000 Penalty: 5135.642090
	Iteration 20F: 3 clusters Score -2557506 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -2557541.250000 Penalty: 5135.642090
	Iteration 21Q: 3 clusters Score -2557541 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -2557573.750000 Penalty: 5135.642090
	Iteration 22Q: 3 clusters Score -2557574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -2557607.000000 Penalty: 5135.642090
	Iteration 23Q: 3 clusters Score -2557607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -2557633.250000 Penalty: 5135.642090
	Iteration 24Q: 3 clusters Score -2557633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -2557656.250000 Penalty: 5135.642090
	Iteration 25Q: 3 clusters Score -2557656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -2557683.500000 Penalty: 5135.642090
	Iteration 26Q: 3 clusters Score -2557684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -2557697.500000 Penalty: 5135.642090
	Iteration 27Q: 3 clusters Score -2557698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -2557710.250000 Penalty: 5135.642090
	Iteration 28Q: 3 clusters Score -2557710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -2557725.250000 Penalty: 5135.642090
	Iteration 29Q: 3 clusters Score -2557725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -2557732.750000 Penalty: 5135.642090
	Iteration 30Q: 3 clusters Score -2557733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -2557740.500000 Penalty: 5135.642090
	Iteration 31Q: 3 clusters Score -2557740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -2557743.750000 Penalty: 5135.642090
	Iteration 32Q: 3 clusters Score -2557744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -2557752.000000 Penalty: 5135.642090
	Iteration 33Q: 3 clusters Score -2557752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -2557755.250000 Penalty: 5135.642090
	Iteration 34Q: 3 clusters Score -2557755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -2557761.750000 Penalty: 5135.642090
	Iteration 35Q: 3 clusters Score -2557762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -2557767.000000 Penalty: 5135.642090
	Iteration 36Q: 3 clusters Score -2557767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -2557768.500000 Penalty: 5135.642090
	Iteration 37Q: 3 clusters Score -2557768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -2557778.250000 Penalty: 5135.642090
	Iteration 38Q: 3 clusters Score -2557778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -2557781.000000 Penalty: 5135.642090
	Iteration 39Q: 3 clusters Score -2557781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -2557782.500000 Penalty: 5135.642090
	Iteration 40F: 3 clusters Score -2557782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -2557785.250000 Penalty: 5135.642090
	Iteration 41Q: 3 clusters Score -2557785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -2557789.000000 Penalty: 5135.642090
	Iteration 42Q: 3 clusters Score -2557789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -2557788.750000 Penalty: 5135.642090
	Iteration 43Q: 3 clusters Score -2557789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -2557789.500000 Penalty: 5135.642090
	Iteration 44Q: 3 clusters Score -2557790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -2557793.250000 Penalty: 5135.642090
	Iteration 45Q: 3 clusters Score -2557793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -2557794.250000 Penalty: 5135.642090
	Iteration 46Q: 3 clusters Score -2557794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -2557799.250000 Penalty: 5135.642090
	Iteration 47Q: 3 clusters Score -2557799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -2557798.750000 Penalty: 5135.642090
	Iteration 48Q: 3 clusters Score -2557799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -2557798.500000 Penalty: 5135.642090
	Iteration 49Q: 3 clusters Score -2557798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -2557801.750000 Penalty: 5135.642090
	Iteration 50Q: 3 clusters Score -2557802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -2557802.000000 Penalty: 5135.642090
	Iteration 51Q: 3 clusters Score -2557802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -2557798.250000 Penalty: 5135.642090
	Iteration 52Q: 3 clusters Score -2557798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -2557798.500000 Penalty: 5135.642090
	Iteration 53Q: 3 clusters Score -2557798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -2557800.250000 Penalty: 5135.642090
	Iteration 54Q: 3 clusters Score -2557800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -2557801.250000 Penalty: 5135.642090
	Iteration 55Q: 3 clusters Score -2557801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -2557801.750000 Penalty: 5135.642090
	Iteration 56Q: 3 clusters Score -2557802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -2557802.250000 Penalty: 5135.642090
	Iteration 57Q: 3 clusters Score -2557802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -2557798.500000 Penalty: 5135.642090
	Iteration 58Q: 3 clusters Score -2557798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -2557802.000000 Penalty: 5135.642090
	Iteration 59Q: 3 clusters Score -2557802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -2557801.750000 Penalty: 5135.642090
	Iteration 60F: 3 clusters Score -2557802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -2557802.750000 Penalty: 5135.642090
	Iteration 61Q: 3 clusters Score -2557803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -2557805.500000 Penalty: 5135.642090
	Iteration 62Q: 3 clusters Score -2557806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -2557809.500000 Penalty: 5135.642090
	Iteration 63Q: 3 clusters Score -2557810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -2557811.250000 Penalty: 5135.642090
	Iteration 64Q: 3 clusters Score -2557811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -2557811.000000 Penalty: 5135.642090
	Iteration 65Q: 3 clusters Score -2557811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -2557819.000000 Penalty: 5135.642090
	Iteration 66Q: 3 clusters Score -2557819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -2557819.750000 Penalty: 5135.642090
	Iteration 67Q: 3 clusters Score -2557820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -2557825.250000 Penalty: 5135.642090
	Iteration 68Q: 3 clusters Score -2557825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -2557821.250000 Penalty: 5135.642090
	Iteration 69Q: 3 clusters Score -2557821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -2557826.750000 Penalty: 5135.642090
	Iteration 70Q: 3 clusters Score -2557827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -2557831.000000 Penalty: 5135.642090
	Iteration 71Q: 3 clusters Score -2557831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -2557829.250000 Penalty: 5135.642090
	Iteration 72Q: 3 clusters Score -2557829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -2557827.500000 Penalty: 5135.642090
	Iteration 73Q: 3 clusters Score -2557828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -2557828.750000 Penalty: 5135.642090
	Iteration 74Q: 3 clusters Score -2557829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -2557824.000000 Penalty: 5135.642090
	Iteration 75Q: 3 clusters Score -2557824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -2557821.500000 Penalty: 5135.642090
	Iteration 76Q: 3 clusters Score -2557822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -2557826.750000 Penalty: 5135.642090
	Iteration 77Q: 3 clusters Score -2557827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -2557824.750000 Penalty: 5135.642090
	Iteration 78Q: 3 clusters Score -2557825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -2557826.500000 Penalty: 5135.642090
	Iteration 79Q: 3 clusters Score -2557826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -2557825.000000 Penalty: 5135.642090
	Iteration 80F: 3 clusters Score -2557825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -2557827.500000 Penalty: 5135.642090
	Iteration 81Q: 3 clusters Score -2557828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -2557830.750000 Penalty: 5135.642090
	Iteration 82Q: 3 clusters Score -2557831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -2557828.500000 Penalty: 5135.642090
	Iteration 83Q: 3 clusters Score -2557828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -2557828.500000 Penalty: 5135.642090
	Iteration 84F: 3 clusters Score -2557828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Entering Unmasked Estep 
Score: -3286682.250000 Penalty: 2616.072266
	Iteration 0F: 2 clusters Score -3286682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3260791.000000 Penalty: 5232.144531
	Iteration 0F: 3 clusters Score -3260791 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3270483.250000 Penalty: 5232.144531
	Iteration 1F: 3 clusters Score -3270483 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3270970.750000 Penalty: 5232.144531
	Iteration 2Q: 3 clusters Score -3270971 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3271473.250000 Penalty: 5232.144531
	Iteration 3Q: 3 clusters Score -3271473 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3272031.500000 Penalty: 5232.144531
	Iteration 4Q: 3 clusters Score -3272032 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3272666.750000 Penalty: 5232.144531
	Iteration 5Q: 3 clusters Score -3272667 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3273628.250000 Penalty: 5232.144531
	Iteration 6Q: 3 clusters Score -3273628 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3275002.500000 Penalty: 5232.144531
	Iteration 7F: 3 clusters Score -3275002 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3276852.750000 Penalty: 5232.144531
	Iteration 8F: 3 clusters Score -3276853 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3278950.250000 Penalty: 5232.144531
	Iteration 9F: 3 clusters Score -3278950 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3280767.750000 Penalty: 5232.144531
	Iteration 10F: 3 clusters Score -3280768 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3281758.000000 Penalty: 5232.144531
	Iteration 11Q: 3 clusters Score -3281758 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3282233.250000 Penalty: 5232.144531
	Iteration 12Q: 3 clusters Score -3282233 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3282447.500000 Penalty: 5232.144531
	Iteration 13Q: 3 clusters Score -3282448 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3282597.000000 Penalty: 5232.144531
	Iteration 14Q: 3 clusters Score -3282597 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3282702.500000 Penalty: 5232.144531
	Iteration 15Q: 3 clusters Score -3282702 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3282770.500000 Penalty: 5232.144531
	Iteration 16Q: 3 clusters Score -3282770 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3282844.750000 Penalty: 5232.144531
	Iteration 17Q: 3 clusters Score -3282845 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3282892.000000 Penalty: 5232.144531
	Iteration 18Q: 3 clusters Score -3282892 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3282925.250000 Penalty: 5232.144531
	Iteration 19Q: 3 clusters Score -3282925 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3282966.000000 Penalty: 5232.144531
	Iteration 20F: 3 clusters Score -3282966 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3283005.250000 Penalty: 5232.144531
	Iteration 21Q: 3 clusters Score -3283005 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3283049.750000 Penalty: 5232.144531
	Iteration 22Q: 3 clusters Score -3283050 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3283089.500000 Penalty: 5232.144531
	Iteration 23Q: 3 clusters Score -3283090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3283123.000000 Penalty: 5232.144531
	Iteration 24Q: 3 clusters Score -3283123 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3283162.750000 Penalty: 5232.144531
	Iteration 25Q: 3 clusters Score -3283163 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3283179.750000 Penalty: 5232.144531
	Iteration 26Q: 3 clusters Score -3283180 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3283208.250000 Penalty: 5232.144531
	Iteration 27Q: 3 clusters Score -3283208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3283243.500000 Penalty: 5232.144531
	Iteration 28Q: 3 clusters Score -3283244 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3283272.750000 Penalty: 5232.144531
	Iteration 29Q: 3 clusters Score -3283273 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3283300.500000 Penalty: 5232.144531
	Iteration 30Q: 3 clusters Score -3283300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3283301.250000 Penalty: 5232.144531
	Iteration 31Q: 3 clusters Score -3283301 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3283299.750000 Penalty: 5232.144531
	Iteration 32Q: 3 clusters Score -3283300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3283314.250000 Penalty: 5232.144531
	Iteration 33Q: 3 clusters Score -3283314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3283333.750000 Penalty: 5232.144531
	Iteration 34Q: 3 clusters Score -3283334 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3283359.500000 Penalty: 5232.144531
	Iteration 35Q: 3 clusters Score -3283360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3283380.250000 Penalty: 5232.144531
	Iteration 36Q: 3 clusters Score -3283380 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3283386.500000 Penalty: 5232.144531
	Iteration 37Q: 3 clusters Score -3283386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3283396.250000 Penalty: 5232.144531
	Iteration 38Q: 3 clusters Score -3283396 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3283429.000000 Penalty: 5232.144531
	Iteration 39Q: 3 clusters Score -3283429 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3283462.750000 Penalty: 5232.144531
	Iteration 40F: 3 clusters Score -3283463 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3283464.250000 Penalty: 5232.144531
	Iteration 41Q: 3 clusters Score -3283464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3283493.750000 Penalty: 5232.144531
	Iteration 42Q: 3 clusters Score -3283494 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3283509.500000 Penalty: 5232.144531
	Iteration 43Q: 3 clusters Score -3283510 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3283539.500000 Penalty: 5232.144531
	Iteration 44Q: 3 clusters Score -3283540 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3283556.750000 Penalty: 5232.144531
	Iteration 45Q: 3 clusters Score -3283557 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3283593.500000 Penalty: 5232.144531
	Iteration 46Q: 3 clusters Score -3283594 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3283622.750000 Penalty: 5232.144531
	Iteration 47Q: 3 clusters Score -3283623 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3283674.500000 Penalty: 5232.144531
	Iteration 48Q: 3 clusters Score -3283674 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3283711.250000 Penalty: 5232.144531
	Iteration 49Q: 3 clusters Score -3283711 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3283754.750000 Penalty: 5232.144531
	Iteration 50Q: 3 clusters Score -3283755 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3283778.750000 Penalty: 5232.144531
	Iteration 51Q: 3 clusters Score -3283779 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3283817.500000 Penalty: 5232.144531
	Iteration 52Q: 3 clusters Score -3283818 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3283842.000000 Penalty: 5232.144531
	Iteration 53Q: 3 clusters Score -3283842 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3283875.250000 Penalty: 5232.144531
	Iteration 54Q: 3 clusters Score -3283875 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3283904.500000 Penalty: 5232.144531
	Iteration 55Q: 3 clusters Score -3283904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3283937.000000 Penalty: 5232.144531
	Iteration 56Q: 3 clusters Score -3283937 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3283981.250000 Penalty: 5232.144531
	Iteration 57Q: 3 clusters Score -3283981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3284024.750000 Penalty: 5232.144531
	Iteration 58Q: 3 clusters Score -3284025 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3284040.750000 Penalty: 5232.144531
	Iteration 59Q: 3 clusters Score -3284041 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3284075.000000 Penalty: 5232.144531
	Iteration 60F: 3 clusters Score -3284075 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3284087.000000 Penalty: 5232.144531
	Iteration 61Q: 3 clusters Score -3284087 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3284121.500000 Penalty: 5232.144531
	Iteration 62Q: 3 clusters Score -3284122 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3284128.750000 Penalty: 5232.144531
	Iteration 63Q: 3 clusters Score -3284129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3284154.500000 Penalty: 5232.144531
	Iteration 64Q: 3 clusters Score -3284154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3284176.000000 Penalty: 5232.144531
	Iteration 65Q: 3 clusters Score -3284176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3284181.250000 Penalty: 5232.144531
	Iteration 66Q: 3 clusters Score -3284181 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3284196.000000 Penalty: 5232.144531
	Iteration 67Q: 3 clusters Score -3284196 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3284219.500000 Penalty: 5232.144531
	Iteration 68Q: 3 clusters Score -3284220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3284228.750000 Penalty: 5232.144531
	Iteration 69Q: 3 clusters Score -3284229 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -3284250.000000 Penalty: 5232.144531
	Iteration 70Q: 3 clusters Score -3284250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3284267.000000 Penalty: 5232.144531
	Iteration 71Q: 3 clusters Score -3284267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3284277.000000 Penalty: 5232.144531
	Iteration 72Q: 3 clusters Score -3284277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3284282.000000 Penalty: 5232.144531
	Iteration 73Q: 3 clusters Score -3284282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3284292.500000 Penalty: 5232.144531
	Iteration 74Q: 3 clusters Score -3284292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3284306.750000 Penalty: 5232.144531
	Iteration 75Q: 3 clusters Score -3284307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3284321.250000 Penalty: 5232.144531
	Iteration 76Q: 3 clusters Score -3284321 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3284315.500000 Penalty: 5232.144531
	Iteration 77Q: 3 clusters Score -3284316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3284324.500000 Penalty: 5232.144531
	Iteration 78Q: 3 clusters Score -3284324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3284326.250000 Penalty: 5232.144531
	Iteration 79Q: 3 clusters Score -3284326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3284330.250000 Penalty: 5232.144531
	Iteration 80F: 3 clusters Score -3284330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3284346.000000 Penalty: 5232.144531
	Iteration 81Q: 3 clusters Score -3284346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3284353.250000 Penalty: 5232.144531
	Iteration 82Q: 3 clusters Score -3284353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3284367.750000 Penalty: 5232.144531
	Iteration 83Q: 3 clusters Score -3284368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3284353.750000 Penalty: 5232.144531
	Iteration 84Q: 3 clusters Score -3284354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3284365.500000 Penalty: 5232.144531
	Iteration 85Q: 3 clusters Score -3284366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3284367.750000 Penalty: 5232.144531
	Iteration 86Q: 3 clusters Score -3284368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3284385.000000 Penalty: 5232.144531
	Iteration 87Q: 3 clusters Score -3284385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3284386.750000 Penalty: 5232.144531
	Iteration 88Q: 3 clusters Score -3284387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3284384.250000 Penalty: 5232.144531
	Iteration 89Q: 3 clusters Score -3284384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3284391.250000 Penalty: 5232.144531
	Iteration 90Q: 3 clusters Score -3284391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3284395.250000 Penalty: 5232.144531
	Iteration 91Q: 3 clusters Score -3284395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3284394.000000 Penalty: 5232.144531
	Iteration 92Q: 3 clusters Score -3284394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3284397.750000 Penalty: 5232.144531
	Iteration 93Q: 3 clusters Score -3284398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3284403.500000 Penalty: 5232.144531
	Iteration 94Q: 3 clusters Score -3284404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3284409.500000 Penalty: 5232.144531
	Iteration 95Q: 3 clusters Score -3284410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3284419.000000 Penalty: 5232.144531
	Iteration 96Q: 3 clusters Score -3284419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3284419.500000 Penalty: 5232.144531
	Iteration 97Q: 3 clusters Score -3284420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3284420.750000 Penalty: 5232.144531
	Iteration 98Q: 3 clusters Score -3284421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3284415.500000 Penalty: 5232.144531
	Iteration 99Q: 3 clusters Score -3284416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3284420.000000 Penalty: 5232.144531
	Iteration 100F: 3 clusters Score -3284420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3284421.500000 Penalty: 5232.144531
	Iteration 101Q: 3 clusters Score -3284422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3284426.250000 Penalty: 5232.144531
	Iteration 102Q: 3 clusters Score -3284426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3284432.250000 Penalty: 5232.144531
	Iteration 103Q: 3 clusters Score -3284432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3284418.250000 Penalty: 5232.144531
	Iteration 104Q: 3 clusters Score -3284418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3284423.750000 Penalty: 5232.144531
	Iteration 105Q: 3 clusters Score -3284424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3284421.750000 Penalty: 5232.144531
	Iteration 106Q: 3 clusters Score -3284422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3284425.250000 Penalty: 5232.144531
	Iteration 107Q: 3 clusters Score -3284425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3284432.250000 Penalty: 5232.144531
	Iteration 108Q: 3 clusters Score -3284432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -3284435.250000 Penalty: 5232.144531
	Iteration 109Q: 3 clusters Score -3284435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3284446.250000 Penalty: 5232.144531
	Iteration 110Q: 3 clusters Score -3284446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3284444.000000 Penalty: 5232.144531
	Iteration 111Q: 3 clusters Score -3284444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3284446.250000 Penalty: 5232.144531
	Iteration 112Q: 3 clusters Score -3284446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3284450.250000 Penalty: 5232.144531
	Iteration 113Q: 3 clusters Score -3284450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3284448.750000 Penalty: 5232.144531
	Iteration 114Q: 3 clusters Score -3284449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3284445.000000 Penalty: 5232.144531
	Iteration 115Q: 3 clusters Score -3284445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3284447.500000 Penalty: 5232.144531
	Iteration 116Q: 3 clusters Score -3284448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3284448.500000 Penalty: 5232.144531
	Iteration 117Q: 3 clusters Score -3284448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3284448.250000 Penalty: 5232.144531
	Iteration 118Q: 3 clusters Score -3284448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3284448.250000 Penalty: 5232.144531
	Iteration 119F: 3 clusters Score -3284448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -1048517.125000 Penalty: 2343.713867
	Iteration 0F: 2 clusters Score -1048517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1039075.250000 Penalty: 4687.427734
	Iteration 0F: 3 clusters Score -1039075 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1041998.500000 Penalty: 4687.427734
	Iteration 1F: 3 clusters Score -1041998 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1042464.937500 Penalty: 4687.427734
	Iteration 2F: 3 clusters Score -1042465 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1042865.312500 Penalty: 4687.427734
	Iteration 3F: 3 clusters Score -1042865 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1043238.187500 Penalty: 4687.427734
	Iteration 4F: 3 clusters Score -1043238 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1043593.375000 Penalty: 4687.427734
	Iteration 5Q: 3 clusters Score -1043593 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1043939.875000 Penalty: 4687.427734
	Iteration 6Q: 3 clusters Score -1043940 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1044286.187500 Penalty: 4687.427734
	Iteration 7Q: 3 clusters Score -1044286 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1044665.937500 Penalty: 4687.427734
	Iteration 8Q: 3 clusters Score -1044666 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1045039.187500 Penalty: 4687.427734
	Iteration 9Q: 3 clusters Score -1045039 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1045364.625000 Penalty: 4687.427734
	Iteration 10Q: 3 clusters Score -1045365 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1045628.187500 Penalty: 4687.427734
	Iteration 11Q: 3 clusters Score -1045628 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1045823.500000 Penalty: 4687.427734
	Iteration 12Q: 3 clusters Score -1045824 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1045989.125000 Penalty: 4687.427734
	Iteration 13Q: 3 clusters Score -1045989 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1046112.562500 Penalty: 4687.427734
	Iteration 14Q: 3 clusters Score -1046113 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1046217.437500 Penalty: 4687.427734
	Iteration 15Q: 3 clusters Score -1046217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1046315.062500 Penalty: 4687.427734
	Iteration 16Q: 3 clusters Score -1046315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1046383.000000 Penalty: 4687.427734
	Iteration 17Q: 3 clusters Score -1046383 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1046444.312500 Penalty: 4687.427734
	Iteration 18Q: 3 clusters Score -1046444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1046480.187500 Penalty: 4687.427734
	Iteration 19Q: 3 clusters Score -1046480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1046503.562500 Penalty: 4687.427734
	Iteration 20F: 3 clusters Score -1046504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1046526.000000 Penalty: 4687.427734
	Iteration 21Q: 3 clusters Score -1046526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1046542.125000 Penalty: 4687.427734
	Iteration 22Q: 3 clusters Score -1046542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1046557.500000 Penalty: 4687.427734
	Iteration 23Q: 3 clusters Score -1046558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1046568.687500 Penalty: 4687.427734
	Iteration 24Q: 3 clusters Score -1046569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1046575.812500 Penalty: 4687.427734
	Iteration 25Q: 3 clusters Score -1046576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1046583.750000 Penalty: 4687.427734
	Iteration 26Q: 3 clusters Score -1046584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1046586.250000 Penalty: 4687.427734
	Iteration 27Q: 3 clusters Score -1046586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1046587.687500 Penalty: 4687.427734
	Iteration 28Q: 3 clusters Score -1046588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1046593.625000 Penalty: 4687.427734
	Iteration 29Q: 3 clusters Score -1046594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1046599.062500 Penalty: 4687.427734
	Iteration 30Q: 3 clusters Score -1046599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1046601.250000 Penalty: 4687.427734
	Iteration 31Q: 3 clusters Score -1046601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1046603.437500 Penalty: 4687.427734
	Iteration 32Q: 3 clusters Score -1046603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1046606.125000 Penalty: 4687.427734
	Iteration 33Q: 3 clusters Score -1046606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1046606.312500 Penalty: 4687.427734
	Iteration 34Q: 3 clusters Score -1046606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1046609.312500 Penalty: 4687.427734
	Iteration 35Q: 3 clusters Score -1046609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1046610.625000 Penalty: 4687.427734
	Iteration 36Q: 3 clusters Score -1046611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1046610.625000 Penalty: 4687.427734
	Iteration 37F: 3 clusters Score -1046611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Entering Unmasked Estep 
Score: -904078.437500 Penalty: 2291.446777
	Iteration 0F: 2 clusters Score -904078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -896164.062500 Penalty: 4582.893555
	Iteration 0F: 3 clusters Score -896164.1 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -898519.437500 Penalty: 4582.893555
	Iteration 1F: 3 clusters Score -898519.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -898898.250000 Penalty: 4582.893555
	Iteration 2F: 3 clusters Score -898898.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -899191.625000 Penalty: 4582.893555
	Iteration 3F: 3 clusters Score -899191.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -899428.187500 Penalty: 4582.893555
	Iteration 4Q: 3 clusters Score -899428.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -899634.437500 Penalty: 4582.893555
	Iteration 5Q: 3 clusters Score -899634.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -899814.937500 Penalty: 4582.893555
	Iteration 6Q: 3 clusters Score -899814.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -899980.500000 Penalty: 4582.893555
	Iteration 7Q: 3 clusters Score -899980.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -900130.937500 Penalty: 4582.893555
	Iteration 8Q: 3 clusters Score -900130.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -900257.625000 Penalty: 4582.893555
	Iteration 9Q: 3 clusters Score -900257.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -900388.312500 Penalty: 4582.893555
	Iteration 10Q: 3 clusters Score -900388.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -900501.250000 Penalty: 4582.893555
	Iteration 11Q: 3 clusters Score -900501.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -900601.125000 Penalty: 4582.893555
	Iteration 12Q: 3 clusters Score -900601.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -900681.312500 Penalty: 4582.893555
	Iteration 13Q: 3 clusters Score -900681.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -900760.437500 Penalty: 4582.893555
	Iteration 14Q: 3 clusters Score -900760.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -900833.875000 Penalty: 4582.893555
	Iteration 15Q: 3 clusters Score -900833.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -900893.437500 Penalty: 4582.893555
	Iteration 16Q: 3 clusters Score -900893.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -900950.687500 Penalty: 4582.893555
	Iteration 17Q: 3 clusters Score -900950.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -901010.750000 Penalty: 4582.893555
	Iteration 18Q: 3 clusters Score -901010.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -901071.812500 Penalty: 4582.893555
	Iteration 19Q: 3 clusters Score -901071.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -901128.062500 Penalty: 4582.893555
	Iteration 20F: 3 clusters Score -901128.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -901195.000000 Penalty: 4582.893555
	Iteration 21Q: 3 clusters Score -901195 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -901254.125000 Penalty: 4582.893555
	Iteration 22Q: 3 clusters Score -901254.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -901315.937500 Penalty: 4582.893555
	Iteration 23Q: 3 clusters Score -901315.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -901383.375000 Penalty: 4582.893555
	Iteration 24Q: 3 clusters Score -901383.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -901441.937500 Penalty: 4582.893555
	Iteration 25Q: 3 clusters Score -901441.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -901503.812500 Penalty: 4582.893555
	Iteration 26Q: 3 clusters Score -901503.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -901559.375000 Penalty: 4582.893555
	Iteration 27Q: 3 clusters Score -901559.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -901610.562500 Penalty: 4582.893555
	Iteration 28Q: 3 clusters Score -901610.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -901657.500000 Penalty: 4582.893555
	Iteration 29Q: 3 clusters Score -901657.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -901700.375000 Penalty: 4582.893555
	Iteration 30Q: 3 clusters Score -901700.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -901741.125000 Penalty: 4582.893555
	Iteration 31Q: 3 clusters Score -901741.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -901778.437500 Penalty: 4582.893555
	Iteration 32Q: 3 clusters Score -901778.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -901814.937500 Penalty: 4582.893555
	Iteration 33Q: 3 clusters Score -901814.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -901859.437500 Penalty: 4582.893555
	Iteration 34Q: 3 clusters Score -901859.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -901895.250000 Penalty: 4582.893555
	Iteration 35Q: 3 clusters Score -901895.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -901919.000000 Penalty: 4582.893555
	Iteration 36Q: 3 clusters Score -901919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -901942.625000 Penalty: 4582.893555
	Iteration 37Q: 3 clusters Score -901942.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -901966.250000 Penalty: 4582.893555
	Iteration 38Q: 3 clusters Score -901966.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -901987.562500 Penalty: 4582.893555
	Iteration 39Q: 3 clusters Score -901987.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -902005.437500 Penalty: 4582.893555
	Iteration 40F: 3 clusters Score -902005.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -902019.125000 Penalty: 4582.893555
	Iteration 41Q: 3 clusters Score -902019.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -902035.000000 Penalty: 4582.893555
	Iteration 42Q: 3 clusters Score -902035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -902050.625000 Penalty: 4582.893555
	Iteration 43Q: 3 clusters Score -902050.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -902060.687500 Penalty: 4582.893555
	Iteration 44Q: 3 clusters Score -902060.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -902072.750000 Penalty: 4582.893555
	Iteration 45Q: 3 clusters Score -902072.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -902084.187500 Penalty: 4582.893555
	Iteration 46Q: 3 clusters Score -902084.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -902100.250000 Penalty: 4582.893555
	Iteration 47Q: 3 clusters Score -902100.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -902110.000000 Penalty: 4582.893555
	Iteration 48Q: 3 clusters Score -902110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -902113.687500 Penalty: 4582.893555
	Iteration 49Q: 3 clusters Score -902113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -902115.062500 Penalty: 4582.893555
	Iteration 50Q: 3 clusters Score -902115.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -902118.187500 Penalty: 4582.893555
	Iteration 51Q: 3 clusters Score -902118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -902121.750000 Penalty: 4582.893555
	Iteration 52Q: 3 clusters Score -902121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -902122.875000 Penalty: 4582.893555
	Iteration 53Q: 3 clusters Score -902122.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -902122.875000 Penalty: 4582.893555
	Iteration 54F: 3 clusters Score -902122.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Entering Unmasked Estep 
Score: -1073551.625000 Penalty: 2334.270996
	Iteration 0F: 2 clusters Score -1073552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1064472.250000 Penalty: 4668.541992
	Iteration 0F: 3 clusters Score -1064472 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1067171.875000 Penalty: 4668.541992
	Iteration 1F: 3 clusters Score -1067172 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1067502.750000 Penalty: 4668.541992
	Iteration 2F: 3 clusters Score -1067503 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1067810.125000 Penalty: 4668.541992
	Iteration 3F: 3 clusters Score -1067810 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1068065.750000 Penalty: 4668.541992
	Iteration 4Q: 3 clusters Score -1068066 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1068285.250000 Penalty: 4668.541992
	Iteration 5Q: 3 clusters Score -1068285 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1068504.375000 Penalty: 4668.541992
	Iteration 6Q: 3 clusters Score -1068504 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1068745.000000 Penalty: 4668.541992
	Iteration 7Q: 3 clusters Score -1068745 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1068990.375000 Penalty: 4668.541992
	Iteration 8Q: 3 clusters Score -1068990 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1069224.375000 Penalty: 4668.541992
	Iteration 9Q: 3 clusters Score -1069224 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1069425.625000 Penalty: 4668.541992
	Iteration 10Q: 3 clusters Score -1069426 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1069630.125000 Penalty: 4668.541992
	Iteration 11Q: 3 clusters Score -1069630 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1069803.375000 Penalty: 4668.541992
	Iteration 12Q: 3 clusters Score -1069803 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1069952.625000 Penalty: 4668.541992
	Iteration 13Q: 3 clusters Score -1069953 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1070094.750000 Penalty: 4668.541992
	Iteration 14Q: 3 clusters Score -1070095 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1070207.250000 Penalty: 4668.541992
	Iteration 15Q: 3 clusters Score -1070207 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1070316.125000 Penalty: 4668.541992
	Iteration 16Q: 3 clusters Score -1070316 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1070420.625000 Penalty: 4668.541992
	Iteration 17Q: 3 clusters Score -1070421 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1070509.750000 Penalty: 4668.541992
	Iteration 18Q: 3 clusters Score -1070510 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1070594.875000 Penalty: 4668.541992
	Iteration 19Q: 3 clusters Score -1070595 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1070695.625000 Penalty: 4668.541992
	Iteration 20F: 3 clusters Score -1070696 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1070798.000000 Penalty: 4668.541992
	Iteration 21Q: 3 clusters Score -1070798 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1070894.500000 Penalty: 4668.541992
	Iteration 22Q: 3 clusters Score -1070894 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1071010.375000 Penalty: 4668.541992
	Iteration 23Q: 3 clusters Score -1071010 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1071136.500000 Penalty: 4668.541992
	Iteration 24Q: 3 clusters Score -1071136 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1071264.125000 Penalty: 4668.541992
	Iteration 25Q: 3 clusters Score -1071264 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1071366.375000 Penalty: 4668.541992
	Iteration 26Q: 3 clusters Score -1071366 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1071451.000000 Penalty: 4668.541992
	Iteration 27Q: 3 clusters Score -1071451 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1071519.375000 Penalty: 4668.541992
	Iteration 28Q: 3 clusters Score -1071519 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1071567.250000 Penalty: 4668.541992
	Iteration 29Q: 3 clusters Score -1071567 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1071614.625000 Penalty: 4668.541992
	Iteration 30Q: 3 clusters Score -1071615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1071651.875000 Penalty: 4668.541992
	Iteration 31Q: 3 clusters Score -1071652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1071687.750000 Penalty: 4668.541992
	Iteration 32Q: 3 clusters Score -1071688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1071710.250000 Penalty: 4668.541992
	Iteration 33Q: 3 clusters Score -1071710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1071740.000000 Penalty: 4668.541992
	Iteration 34Q: 3 clusters Score -1071740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1071762.125000 Penalty: 4668.541992
	Iteration 35Q: 3 clusters Score -1071762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1071789.375000 Penalty: 4668.541992
	Iteration 36Q: 3 clusters Score -1071789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1071806.625000 Penalty: 4668.541992
	Iteration 37Q: 3 clusters Score -1071807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1071829.750000 Penalty: 4668.541992
	Iteration 38Q: 3 clusters Score -1071830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1071847.000000 Penalty: 4668.541992
	Iteration 39Q: 3 clusters Score -1071847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1071870.500000 Penalty: 4668.541992
	Iteration 40F: 3 clusters Score -1071870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1071887.000000 Penalty: 4668.541992
	Iteration 41Q: 3 clusters Score -1071887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1071904.250000 Penalty: 4668.541992
	Iteration 42Q: 3 clusters Score -1071904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1071917.000000 Penalty: 4668.541992
	Iteration 43Q: 3 clusters Score -1071917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1071934.125000 Penalty: 4668.541992
	Iteration 44Q: 3 clusters Score -1071934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1071945.750000 Penalty: 4668.541992
	Iteration 45Q: 3 clusters Score -1071946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1071956.125000 Penalty: 4668.541992
	Iteration 46Q: 3 clusters Score -1071956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1071966.250000 Penalty: 4668.541992
	Iteration 47Q: 3 clusters Score -1071966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1071969.375000 Penalty: 4668.541992
	Iteration 48Q: 3 clusters Score -1071969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1071977.375000 Penalty: 4668.541992
	Iteration 49Q: 3 clusters Score -1071977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1071981.375000 Penalty: 4668.541992
	Iteration 50Q: 3 clusters Score -1071981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1071989.375000 Penalty: 4668.541992
	Iteration 51Q: 3 clusters Score -1071989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1071995.375000 Penalty: 4668.541992
	Iteration 52Q: 3 clusters Score -1071995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1072003.375000 Penalty: 4668.541992
	Iteration 53Q: 3 clusters Score -1072003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1072008.000000 Penalty: 4668.541992
	Iteration 54Q: 3 clusters Score -1072008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1072009.250000 Penalty: 4668.541992
	Iteration 55Q: 3 clusters Score -1072009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1072017.000000 Penalty: 4668.541992
	Iteration 56Q: 3 clusters Score -1072017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1072021.125000 Penalty: 4668.541992
	Iteration 57Q: 3 clusters Score -1072021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1072026.125000 Penalty: 4668.541992
	Iteration 58Q: 3 clusters Score -1072026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1072029.375000 Penalty: 4668.541992
	Iteration 59Q: 3 clusters Score -1072029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1072037.000000 Penalty: 4668.541992
	Iteration 60F: 3 clusters Score -1072037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1072043.625000 Penalty: 4668.541992
	Iteration 61Q: 3 clusters Score -1072044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1072049.250000 Penalty: 4668.541992
	Iteration 62Q: 3 clusters Score -1072049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1072050.125000 Penalty: 4668.541992
	Iteration 63Q: 3 clusters Score -1072050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1072054.000000 Penalty: 4668.541992
	Iteration 64Q: 3 clusters Score -1072054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1072060.625000 Penalty: 4668.541992
	Iteration 65Q: 3 clusters Score -1072061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1072061.500000 Penalty: 4668.541992
	Iteration 66Q: 3 clusters Score -1072062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1072062.375000 Penalty: 4668.541992
	Iteration 67Q: 3 clusters Score -1072062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1072065.500000 Penalty: 4668.541992
	Iteration 68Q: 3 clusters Score -1072066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1072067.750000 Penalty: 4668.541992
	Iteration 69Q: 3 clusters Score -1072068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1072071.375000 Penalty: 4668.541992
	Iteration 70Q: 3 clusters Score -1072071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1072071.875000 Penalty: 4668.541992
	Iteration 71Q: 3 clusters Score -1072072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1072076.000000 Penalty: 4668.541992
	Iteration 72Q: 3 clusters Score -1072076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1072075.625000 Penalty: 4668.541992
	Iteration 73Q: 3 clusters Score -1072076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1072075.250000 Penalty: 4668.541992
	Iteration 74Q: 3 clusters Score -1072075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1072075.250000 Penalty: 4668.541992
	Iteration 75F: 3 clusters Score -1072075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -358020.531250 Penalty: 2089.092773
	Iteration 0F: 2 clusters Score -358020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -353793.906250 Penalty: 4178.185547
	Iteration 0F: 3 clusters Score -353793.9 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -354805.625000 Penalty: 4178.185547
	Iteration 1F: 3 clusters Score -354805.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -355006.843750 Penalty: 4178.185547
	Iteration 2F: 3 clusters Score -355006.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -355133.593750 Penalty: 4178.185547
	Iteration 3Q: 3 clusters Score -355133.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -355224.187500 Penalty: 4178.185547
	Iteration 4Q: 3 clusters Score -355224.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -355280.187500 Penalty: 4178.185547
	Iteration 5Q: 3 clusters Score -355280.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -355319.812500 Penalty: 4178.185547
	Iteration 6Q: 3 clusters Score -355319.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -355367.406250 Penalty: 4178.185547
	Iteration 7Q: 3 clusters Score -355367.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -355401.125000 Penalty: 4178.185547
	Iteration 8Q: 3 clusters Score -355401.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -355429.625000 Penalty: 4178.185547
	Iteration 9Q: 3 clusters Score -355429.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -355466.437500 Penalty: 4178.185547
	Iteration 10Q: 3 clusters Score -355466.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -355512.218750 Penalty: 4178.185547
	Iteration 11Q: 3 clusters Score -355512.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -355552.562500 Penalty: 4178.185547
	Iteration 12Q: 3 clusters Score -355552.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -355581.531250 Penalty: 4178.185547
	Iteration 13Q: 3 clusters Score -355581.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -355604.750000 Penalty: 4178.185547
	Iteration 14Q: 3 clusters Score -355604.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -355628.687500 Penalty: 4178.185547
	Iteration 15Q: 3 clusters Score -355628.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -355654.968750 Penalty: 4178.185547
	Iteration 16Q: 3 clusters Score -355655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -355684.375000 Penalty: 4178.185547
	Iteration 17Q: 3 clusters Score -355684.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -355712.031250 Penalty: 4178.185547
	Iteration 18Q: 3 clusters Score -355712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -355738.156250 Penalty: 4178.185547
	Iteration 19Q: 3 clusters Score -355738.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -355765.093750 Penalty: 4178.185547
	Iteration 20F: 3 clusters Score -355765.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -355790.375000 Penalty: 4178.185547
	Iteration 21Q: 3 clusters Score -355790.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -355811.781250 Penalty: 4178.185547
	Iteration 22Q: 3 clusters Score -355811.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -355829.937500 Penalty: 4178.185547
	Iteration 23Q: 3 clusters Score -355829.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -355845.812500 Penalty: 4178.185547
	Iteration 24Q: 3 clusters Score -355845.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -355862.968750 Penalty: 4178.185547
	Iteration 25Q: 3 clusters Score -355863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -355878.812500 Penalty: 4178.185547
	Iteration 26Q: 3 clusters Score -355878.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -355893.718750 Penalty: 4178.185547
	Iteration 27Q: 3 clusters Score -355893.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -355911.187500 Penalty: 4178.185547
	Iteration 28Q: 3 clusters Score -355911.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -355923.968750 Penalty: 4178.185547
	Iteration 29Q: 3 clusters Score -355924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -355933.406250 Penalty: 4178.185547
	Iteration 30Q: 3 clusters Score -355933.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -355939.687500 Penalty: 4178.185547
	Iteration 31Q: 3 clusters Score -355939.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -355947.000000 Penalty: 4178.185547
	Iteration 32Q: 3 clusters Score -355947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -355956.812500 Penalty: 4178.185547
	Iteration 33Q: 3 clusters Score -355956.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -355970.437500 Penalty: 4178.185547
	Iteration 34Q: 3 clusters Score -355970.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -355984.812500 Penalty: 4178.185547
	Iteration 35Q: 3 clusters Score -355984.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -355997.781250 Penalty: 4178.185547
	Iteration 36Q: 3 clusters Score -355997.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -356017.312500 Penalty: 4178.185547
	Iteration 37Q: 3 clusters Score -356017.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -356036.187500 Penalty: 4178.185547
	Iteration 38Q: 3 clusters Score -356036.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -356053.343750 Penalty: 4178.185547
	Iteration 39Q: 3 clusters Score -356053.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -356069.656250 Penalty: 4178.185547
	Iteration 40F: 3 clusters Score -356069.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -356092.781250 Penalty: 4178.185547
	Iteration 41Q: 3 clusters Score -356092.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -356111.937500 Penalty: 4178.185547
	Iteration 42Q: 3 clusters Score -356111.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -356133.437500 Penalty: 4178.185547
	Iteration 43Q: 3 clusters Score -356133.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -356152.312500 Penalty: 4178.185547
	Iteration 44Q: 3 clusters Score -356152.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -356161.531250 Penalty: 4178.185547
	Iteration 45Q: 3 clusters Score -356161.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -356167.031250 Penalty: 4178.185547
	Iteration 46Q: 3 clusters Score -356167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -356175.593750 Penalty: 4178.185547
	Iteration 47Q: 3 clusters Score -356175.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -356184.062500 Penalty: 4178.185547
	Iteration 48Q: 3 clusters Score -356184.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -356196.250000 Penalty: 4178.185547
	Iteration 49Q: 3 clusters Score -356196.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -356208.531250 Penalty: 4178.185547
	Iteration 50Q: 3 clusters Score -356208.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -356224.406250 Penalty: 4178.185547
	Iteration 51Q: 3 clusters Score -356224.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -356238.218750 Penalty: 4178.185547
	Iteration 52Q: 3 clusters Score -356238.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -356250.593750 Penalty: 4178.185547
	Iteration 53Q: 3 clusters Score -356250.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -356265.281250 Penalty: 4178.185547
	Iteration 54Q: 3 clusters Score -356265.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -356272.781250 Penalty: 4178.185547
	Iteration 55Q: 3 clusters Score -356272.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -356280.750000 Penalty: 4178.185547
	Iteration 56Q: 3 clusters Score -356280.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -356286.937500 Penalty: 4178.185547
	Iteration 57Q: 3 clusters Score -356286.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -356294.906250 Penalty: 4178.185547
	Iteration 58Q: 3 clusters Score -356294.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -356298.625000 Penalty: 4178.185547
	Iteration 59Q: 3 clusters Score -356298.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -356301.312500 Penalty: 4178.185547
	Iteration 60F: 3 clusters Score -356301.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -356304.343750 Penalty: 4178.185547
	Iteration 61Q: 3 clusters Score -356304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -356306.906250 Penalty: 4178.185547
	Iteration 62Q: 3 clusters Score -356306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -356308.812500 Penalty: 4178.185547
	Iteration 63Q: 3 clusters Score -356308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -356312.125000 Penalty: 4178.185547
	Iteration 64Q: 3 clusters Score -356312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -356314.500000 Penalty: 4178.185547
	Iteration 65Q: 3 clusters Score -356314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -356317.250000 Penalty: 4178.185547
	Iteration 66Q: 3 clusters Score -356317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -356320.031250 Penalty: 4178.185547
	Iteration 67Q: 3 clusters Score -356320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -356324.968750 Penalty: 4178.185547
	Iteration 68Q: 3 clusters Score -356325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -356329.000000 Penalty: 4178.185547
	Iteration 69Q: 3 clusters Score -356329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -356331.843750 Penalty: 4178.185547
	Iteration 70Q: 3 clusters Score -356331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -356334.125000 Penalty: 4178.185547
	Iteration 71Q: 3 clusters Score -356334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -356334.437500 Penalty: 4178.185547
	Iteration 72Q: 3 clusters Score -356334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -356336.437500 Penalty: 4178.185547
	Iteration 73Q: 3 clusters Score -356336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -356336.718750 Penalty: 4178.185547
	Iteration 74Q: 3 clusters Score -356336.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -356337.718750 Penalty: 4178.185547
	Iteration 75Q: 3 clusters Score -356337.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -356340.687500 Penalty: 4178.185547
	Iteration 76Q: 3 clusters Score -356340.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -356344.468750 Penalty: 4178.185547
	Iteration 77Q: 3 clusters Score -356344.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -356347.687500 Penalty: 4178.185547
	Iteration 78Q: 3 clusters Score -356347.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -356349.906250 Penalty: 4178.185547
	Iteration 79Q: 3 clusters Score -356349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -356351.562500 Penalty: 4178.185547
	Iteration 80F: 3 clusters Score -356351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -356353.562500 Penalty: 4178.185547
	Iteration 81Q: 3 clusters Score -356353.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -356354.343750 Penalty: 4178.185547
	Iteration 82Q: 3 clusters Score -356354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -356356.187500 Penalty: 4178.185547
	Iteration 83Q: 3 clusters Score -356356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -356356.031250 Penalty: 4178.185547
	Iteration 84Q: 3 clusters Score -356356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -356356.687500 Penalty: 4178.185547
	Iteration 85Q: 3 clusters Score -356356.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -356356.687500 Penalty: 4178.185547
	Iteration 86F: 3 clusters Score -356356.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Entering Unmasked Estep 
Score: -1978345.375000 Penalty: 2490.995361
	Iteration 0F: 2 clusters Score -1978345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1962269.250000 Penalty: 4981.990723
	Iteration 0F: 3 clusters Score -1962269 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1967947.375000 Penalty: 4981.990723
	Iteration 1F: 3 clusters Score -1967947 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1968534.500000 Penalty: 4981.990723
	Iteration 2F: 3 clusters Score -1968534 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1969126.250000 Penalty: 4981.990723
	Iteration 3F: 3 clusters Score -1969126 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1969833.250000 Penalty: 4981.990723
	Iteration 4F: 3 clusters Score -1969833 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1970615.750000 Penalty: 4981.990723
	Iteration 5F: 3 clusters Score -1970616 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1971398.500000 Penalty: 4981.990723
	Iteration 6F: 3 clusters Score -1971398 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1972228.750000 Penalty: 4981.990723
	Iteration 7F: 3 clusters Score -1972229 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1973147.625000 Penalty: 4981.990723
	Iteration 8F: 3 clusters Score -1973148 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1973984.000000 Penalty: 4981.990723
	Iteration 9Q: 3 clusters Score -1973984 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -1974654.875000 Penalty: 4981.990723
	Iteration 10Q: 3 clusters Score -1974655 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -1975154.125000 Penalty: 4981.990723
	Iteration 11Q: 3 clusters Score -1975154 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -1975486.750000 Penalty: 4981.990723
	Iteration 12Q: 3 clusters Score -1975487 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -1975715.000000 Penalty: 4981.990723
	Iteration 13Q: 3 clusters Score -1975715 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -1975861.875000 Penalty: 4981.990723
	Iteration 14Q: 3 clusters Score -1975862 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -1975945.625000 Penalty: 4981.990723
	Iteration 15Q: 3 clusters Score -1975946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -1976019.375000 Penalty: 4981.990723
	Iteration 16Q: 3 clusters Score -1976019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -1976059.750000 Penalty: 4981.990723
	Iteration 17Q: 3 clusters Score -1976060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -1976090.375000 Penalty: 4981.990723
	Iteration 18Q: 3 clusters Score -1976090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1976106.625000 Penalty: 4981.990723
	Iteration 19Q: 3 clusters Score -1976107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1976126.875000 Penalty: 4981.990723
	Iteration 20F: 3 clusters Score -1976127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -1976131.625000 Penalty: 4981.990723
	Iteration 21Q: 3 clusters Score -1976132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -1976142.875000 Penalty: 4981.990723
	Iteration 22Q: 3 clusters Score -1976143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -1976148.250000 Penalty: 4981.990723
	Iteration 23Q: 3 clusters Score -1976148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1976154.500000 Penalty: 4981.990723
	Iteration 24Q: 3 clusters Score -1976154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1976155.125000 Penalty: 4981.990723
	Iteration 25Q: 3 clusters Score -1976155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1976155.125000 Penalty: 4981.990723
	Iteration 26F: 3 clusters Score -1976155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Entering Unmasked Estep 
Score: -590453.875000 Penalty: 2184.994141
	Iteration 0F: 2 clusters Score -590453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -584853.812500 Penalty: 4369.988281
	Iteration 0F: 3 clusters Score -584853.8 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -586312.500000 Penalty: 4369.988281
	Iteration 1F: 3 clusters Score -586312.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -586548.000000 Penalty: 4369.988281
	Iteration 2F: 3 clusters Score -586548 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -586685.437500 Penalty: 4369.988281
	Iteration 3Q: 3 clusters Score -586685.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -586775.312500 Penalty: 4369.988281
	Iteration 4Q: 3 clusters Score -586775.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -586838.125000 Penalty: 4369.988281
	Iteration 5Q: 3 clusters Score -586838.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -586882.625000 Penalty: 4369.988281
	Iteration 6Q: 3 clusters Score -586882.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -586916.062500 Penalty: 4369.988281
	Iteration 7Q: 3 clusters Score -586916.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -586940.500000 Penalty: 4369.988281
	Iteration 8Q: 3 clusters Score -586940.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -586958.375000 Penalty: 4369.988281
	Iteration 9Q: 3 clusters Score -586958.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -586974.687500 Penalty: 4369.988281
	Iteration 10Q: 3 clusters Score -586974.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -586994.062500 Penalty: 4369.988281
	Iteration 11Q: 3 clusters Score -586994.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -587017.687500 Penalty: 4369.988281
	Iteration 12Q: 3 clusters Score -587017.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -587037.875000 Penalty: 4369.988281
	Iteration 13Q: 3 clusters Score -587037.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -587059.250000 Penalty: 4369.988281
	Iteration 14Q: 3 clusters Score -587059.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -587082.375000 Penalty: 4369.988281
	Iteration 15Q: 3 clusters Score -587082.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -587100.250000 Penalty: 4369.988281
	Iteration 16Q: 3 clusters Score -587100.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -587123.937500 Penalty: 4369.988281
	Iteration 17Q: 3 clusters Score -587123.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -587149.812500 Penalty: 4369.988281
	Iteration 18Q: 3 clusters Score -587149.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -587176.375000 Penalty: 4369.988281
	Iteration 19Q: 3 clusters Score -587176.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -587206.437500 Penalty: 4369.988281
	Iteration 20F: 3 clusters Score -587206.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -587237.625000 Penalty: 4369.988281
	Iteration 21Q: 3 clusters Score -587237.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -587269.750000 Penalty: 4369.988281
	Iteration 22Q: 3 clusters Score -587269.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -587304.437500 Penalty: 4369.988281
	Iteration 23Q: 3 clusters Score -587304.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -587342.875000 Penalty: 4369.988281
	Iteration 24Q: 3 clusters Score -587342.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -587386.562500 Penalty: 4369.988281
	Iteration 25Q: 3 clusters Score -587386.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -587447.875000 Penalty: 4369.988281
	Iteration 26Q: 3 clusters Score -587447.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -587514.937500 Penalty: 4369.988281
	Iteration 27Q: 3 clusters Score -587514.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -587590.062500 Penalty: 4369.988281
	Iteration 28Q: 3 clusters Score -587590.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -587667.750000 Penalty: 4369.988281
	Iteration 29Q: 3 clusters Score -587667.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -587746.750000 Penalty: 4369.988281
	Iteration 30Q: 3 clusters Score -587746.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -587819.250000 Penalty: 4369.988281
	Iteration 31Q: 3 clusters Score -587819.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -587887.625000 Penalty: 4369.988281
	Iteration 32Q: 3 clusters Score -587887.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -587954.500000 Penalty: 4369.988281
	Iteration 33Q: 3 clusters Score -587954.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -588024.625000 Penalty: 4369.988281
	Iteration 34Q: 3 clusters Score -588024.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -588097.750000 Penalty: 4369.988281
	Iteration 35Q: 3 clusters Score -588097.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -588172.187500 Penalty: 4369.988281
	Iteration 36Q: 3 clusters Score -588172.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -588229.375000 Penalty: 4369.988281
	Iteration 37Q: 3 clusters Score -588229.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -588284.625000 Penalty: 4369.988281
	Iteration 38Q: 3 clusters Score -588284.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -588334.875000 Penalty: 4369.988281
	Iteration 39Q: 3 clusters Score -588334.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -588372.875000 Penalty: 4369.988281
	Iteration 40F: 3 clusters Score -588372.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -588405.687500 Penalty: 4369.988281
	Iteration 41Q: 3 clusters Score -588405.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -588433.250000 Penalty: 4369.988281
	Iteration 42Q: 3 clusters Score -588433.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -588460.000000 Penalty: 4369.988281
	Iteration 43Q: 3 clusters Score -588460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -588485.062500 Penalty: 4369.988281
	Iteration 44Q: 3 clusters Score -588485.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -588507.125000 Penalty: 4369.988281
	Iteration 45Q: 3 clusters Score -588507.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -588522.125000 Penalty: 4369.988281
	Iteration 46Q: 3 clusters Score -588522.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -588535.000000 Penalty: 4369.988281
	Iteration 47Q: 3 clusters Score -588535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -588543.937500 Penalty: 4369.988281
	Iteration 48Q: 3 clusters Score -588543.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -588550.750000 Penalty: 4369.988281
	Iteration 49Q: 3 clusters Score -588550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -588552.750000 Penalty: 4369.988281
	Iteration 50Q: 3 clusters Score -588552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -588554.062500 Penalty: 4369.988281
	Iteration 51Q: 3 clusters Score -588554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -588554.062500 Penalty: 4369.988281
	Iteration 52F: 3 clusters Score -588554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -263447.093750 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -263447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -259808.062500 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -259808.1 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -260938.375000 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -260938.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -261524.265625 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -261524.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -262080.890625 Penalty: 4085.264648
	Iteration 3F: 3 clusters Score -262080.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -262441.656250 Penalty: 4085.264648
	Iteration 4F: 3 clusters Score -262441.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -262643.718750 Penalty: 4085.264648
	Iteration 5F: 3 clusters Score -262643.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -262760.781250 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -262760.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -262820.156250 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -262820.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -262862.593750 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -262862.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -262893.968750 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -262894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -262909.062500 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -262909.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -262916.812500 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -262916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -262920.343750 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -262920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -262923.156250 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -262923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -262924.031250 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -262924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -262925.343750 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -262925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -262927.781250 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -262927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -262929.000000 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -262929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -262929.781250 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -262929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -262929.625000 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -262929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -262930.000000 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -262930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -262929.750000 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -262929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -262929.750000 Penalty: 4085.264648
	Iteration 22F: 3 clusters Score -262929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -478251.406250 Penalty: 2134.135986
	Iteration 0F: 2 clusters Score -478251.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -473424.000000 Penalty: 4268.271973
	Iteration 0F: 3 clusters Score -473424 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -474603.156250 Penalty: 4268.271973
	Iteration 1F: 3 clusters Score -474603.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -474815.531250 Penalty: 4268.271973
	Iteration 2F: 3 clusters Score -474815.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -474928.187500 Penalty: 4268.271973
	Iteration 3Q: 3 clusters Score -474928.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -475004.593750 Penalty: 4268.271973
	Iteration 4Q: 3 clusters Score -475004.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -475053.906250 Penalty: 4268.271973
	Iteration 5Q: 3 clusters Score -475053.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -475094.812500 Penalty: 4268.271973
	Iteration 6Q: 3 clusters Score -475094.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -475137.687500 Penalty: 4268.271973
	Iteration 7Q: 3 clusters Score -475137.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -475166.781250 Penalty: 4268.271973
	Iteration 8Q: 3 clusters Score -475166.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -475184.375000 Penalty: 4268.271973
	Iteration 9Q: 3 clusters Score -475184.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -475199.343750 Penalty: 4268.271973
	Iteration 10Q: 3 clusters Score -475199.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -475212.156250 Penalty: 4268.271973
	Iteration 11Q: 3 clusters Score -475212.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -475226.937500 Penalty: 4268.271973
	Iteration 12Q: 3 clusters Score -475226.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -475240.125000 Penalty: 4268.271973
	Iteration 13Q: 3 clusters Score -475240.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -475250.875000 Penalty: 4268.271973
	Iteration 14Q: 3 clusters Score -475250.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -475261.937500 Penalty: 4268.271973
	Iteration 15Q: 3 clusters Score -475261.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -475270.281250 Penalty: 4268.271973
	Iteration 16Q: 3 clusters Score -475270.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -475278.187500 Penalty: 4268.271973
	Iteration 17Q: 3 clusters Score -475278.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -475282.531250 Penalty: 4268.271973
	Iteration 18Q: 3 clusters Score -475282.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -475287.250000 Penalty: 4268.271973
	Iteration 19Q: 3 clusters Score -475287.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -475290.656250 Penalty: 4268.271973
	Iteration 20F: 3 clusters Score -475290.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475295.750000 Penalty: 4268.271973
	Iteration 21Q: 3 clusters Score -475295.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -475299.843750 Penalty: 4268.271973
	Iteration 22Q: 3 clusters Score -475299.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -475302.687500 Penalty: 4268.271973
	Iteration 23Q: 3 clusters Score -475302.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -475306.187500 Penalty: 4268.271973
	Iteration 24Q: 3 clusters Score -475306.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -475307.875000 Penalty: 4268.271973
	Iteration 25Q: 3 clusters Score -475307.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -475310.812500 Penalty: 4268.271973
	Iteration 26Q: 3 clusters Score -475310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -475312.343750 Penalty: 4268.271973
	Iteration 27Q: 3 clusters Score -475312.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -475316.187500 Penalty: 4268.271973
	Iteration 28Q: 3 clusters Score -475316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -475317.593750 Penalty: 4268.271973
	Iteration 29Q: 3 clusters Score -475317.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -475320.125000 Penalty: 4268.271973
	Iteration 30Q: 3 clusters Score -475320.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -475321.562500 Penalty: 4268.271973
	Iteration 31Q: 3 clusters Score -475321.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -475325.375000 Penalty: 4268.271973
	Iteration 32Q: 3 clusters Score -475325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -475330.312500 Penalty: 4268.271973
	Iteration 33Q: 3 clusters Score -475330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -475334.031250 Penalty: 4268.271973
	Iteration 34Q: 3 clusters Score -475334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -475337.968750 Penalty: 4268.271973
	Iteration 35Q: 3 clusters Score -475338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -475342.718750 Penalty: 4268.271973
	Iteration 36Q: 3 clusters Score -475342.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -475346.593750 Penalty: 4268.271973
	Iteration 37Q: 3 clusters Score -475346.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -475351.218750 Penalty: 4268.271973
	Iteration 38Q: 3 clusters Score -475351.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -475357.062500 Penalty: 4268.271973
	Iteration 39Q: 3 clusters Score -475357.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -475363.031250 Penalty: 4268.271973
	Iteration 40F: 3 clusters Score -475363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -475366.281250 Penalty: 4268.271973
	Iteration 41Q: 3 clusters Score -475366.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -475369.781250 Penalty: 4268.271973
	Iteration 42Q: 3 clusters Score -475369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -475372.437500 Penalty: 4268.271973
	Iteration 43Q: 3 clusters Score -475372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -475374.031250 Penalty: 4268.271973
	Iteration 44Q: 3 clusters Score -475374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -475374.656250 Penalty: 4268.271973
	Iteration 45Q: 3 clusters Score -475374.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -475377.000000 Penalty: 4268.271973
	Iteration 46Q: 3 clusters Score -475377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -475379.000000 Penalty: 4268.271973
	Iteration 47Q: 3 clusters Score -475379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -475382.156250 Penalty: 4268.271973
	Iteration 48Q: 3 clusters Score -475382.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -475388.437500 Penalty: 4268.271973
	Iteration 49Q: 3 clusters Score -475388.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -475393.593750 Penalty: 4268.271973
	Iteration 50Q: 3 clusters Score -475393.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -475400.718750 Penalty: 4268.271973
	Iteration 51Q: 3 clusters Score -475400.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -475406.718750 Penalty: 4268.271973
	Iteration 52Q: 3 clusters Score -475406.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -475408.156250 Penalty: 4268.271973
	Iteration 53Q: 3 clusters Score -475408.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -475413.437500 Penalty: 4268.271973
	Iteration 54Q: 3 clusters Score -475413.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -475420.656250 Penalty: 4268.271973
	Iteration 55Q: 3 clusters Score -475420.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -475426.500000 Penalty: 4268.271973
	Iteration 56Q: 3 clusters Score -475426.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -475432.406250 Penalty: 4268.271973
	Iteration 57Q: 3 clusters Score -475432.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -475433.218750 Penalty: 4268.271973
	Iteration 58Q: 3 clusters Score -475433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -475435.187500 Penalty: 4268.271973
	Iteration 59Q: 3 clusters Score -475435.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -475437.250000 Penalty: 4268.271973
	Iteration 60F: 3 clusters Score -475437.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -475441.000000 Penalty: 4268.271973
	Iteration 61Q: 3 clusters Score -475441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -475445.281250 Penalty: 4268.271973
	Iteration 62Q: 3 clusters Score -475445.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -475449.500000 Penalty: 4268.271973
	Iteration 63Q: 3 clusters Score -475449.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -475453.406250 Penalty: 4268.271973
	Iteration 64Q: 3 clusters Score -475453.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -475456.718750 Penalty: 4268.271973
	Iteration 65Q: 3 clusters Score -475456.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -475459.781250 Penalty: 4268.271973
	Iteration 66Q: 3 clusters Score -475459.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -475461.343750 Penalty: 4268.271973
	Iteration 67Q: 3 clusters Score -475461.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -475465.281250 Penalty: 4268.271973
	Iteration 68Q: 3 clusters Score -475465.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -475469.750000 Penalty: 4268.271973
	Iteration 69Q: 3 clusters Score -475469.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -475474.625000 Penalty: 4268.271973
	Iteration 70Q: 3 clusters Score -475474.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -475477.531250 Penalty: 4268.271973
	Iteration 71Q: 3 clusters Score -475477.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -475482.562500 Penalty: 4268.271973
	Iteration 72Q: 3 clusters Score -475482.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -475486.687500 Penalty: 4268.271973
	Iteration 73Q: 3 clusters Score -475486.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -475491.812500 Penalty: 4268.271973
	Iteration 74Q: 3 clusters Score -475491.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -475495.343750 Penalty: 4268.271973
	Iteration 75Q: 3 clusters Score -475495.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -475499.593750 Penalty: 4268.271973
	Iteration 76Q: 3 clusters Score -475499.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -475504.781250 Penalty: 4268.271973
	Iteration 77Q: 3 clusters Score -475504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -475510.093750 Penalty: 4268.271973
	Iteration 78Q: 3 clusters Score -475510.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -475514.468750 Penalty: 4268.271973
	Iteration 79Q: 3 clusters Score -475514.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -475518.406250 Penalty: 4268.271973
	Iteration 80F: 3 clusters Score -475518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -475520.562500 Penalty: 4268.271973
	Iteration 81Q: 3 clusters Score -475520.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -475522.750000 Penalty: 4268.271973
	Iteration 82Q: 3 clusters Score -475522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -475522.750000 Penalty: 4268.271973
	Iteration 83Q: 3 clusters Score -475522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -475525.343750 Penalty: 4268.271973
	Iteration 84Q: 3 clusters Score -475525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -475526.218750 Penalty: 4268.271973
	Iteration 85Q: 3 clusters Score -475526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -475527.093750 Penalty: 4268.271973
	Iteration 86Q: 3 clusters Score -475527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -475529.562500 Penalty: 4268.271973
	Iteration 87Q: 3 clusters Score -475529.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -475532.343750 Penalty: 4268.271973
	Iteration 88Q: 3 clusters Score -475532.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -475536.187500 Penalty: 4268.271973
	Iteration 89Q: 3 clusters Score -475536.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -475542.500000 Penalty: 4268.271973
	Iteration 90Q: 3 clusters Score -475542.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -475547.312500 Penalty: 4268.271973
	Iteration 91Q: 3 clusters Score -475547.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -475554.500000 Penalty: 4268.271973
	Iteration 92Q: 3 clusters Score -475554.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -475558.312500 Penalty: 4268.271973
	Iteration 93Q: 3 clusters Score -475558.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -475561.531250 Penalty: 4268.271973
	Iteration 94Q: 3 clusters Score -475561.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -475565.531250 Penalty: 4268.271973
	Iteration 95Q: 3 clusters Score -475565.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -475568.156250 Penalty: 4268.271973
	Iteration 96Q: 3 clusters Score -475568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -475569.875000 Penalty: 4268.271973
	Iteration 97Q: 3 clusters Score -475569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -475573.093750 Penalty: 4268.271973
	Iteration 98Q: 3 clusters Score -475573.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -475578.500000 Penalty: 4268.271973
	Iteration 99Q: 3 clusters Score -475578.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -475584.812500 Penalty: 4268.271973
	Iteration 100F: 3 clusters Score -475584.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -475591.625000 Penalty: 4268.271973
	Iteration 101Q: 3 clusters Score -475591.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -475597.406250 Penalty: 4268.271973
	Iteration 102Q: 3 clusters Score -475597.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -475602.687500 Penalty: 4268.271973
	Iteration 103Q: 3 clusters Score -475602.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -475605.468750 Penalty: 4268.271973
	Iteration 104Q: 3 clusters Score -475605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -475607.281250 Penalty: 4268.271973
	Iteration 105Q: 3 clusters Score -475607.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -475608.906250 Penalty: 4268.271973
	Iteration 106Q: 3 clusters Score -475608.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -475611.062500 Penalty: 4268.271973
	Iteration 107Q: 3 clusters Score -475611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -475610.968750 Penalty: 4268.271973
	Iteration 108Q: 3 clusters Score -475611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -475611.281250 Penalty: 4268.271973
	Iteration 109Q: 3 clusters Score -475611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -475611.781250 Penalty: 4268.271973
	Iteration 110Q: 3 clusters Score -475611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -475611.781250 Penalty: 4268.271973
	Iteration 111F: 3 clusters Score -475611.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Entering Unmasked Estep 
Score: -1126332.125000 Penalty: 2351.773926
	Iteration 0F: 2 clusters Score -1126332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1116702.375000 Penalty: 4703.547852
	Iteration 0F: 3 clusters Score -1116702 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1119588.250000 Penalty: 4703.547852
	Iteration 1F: 3 clusters Score -1119588 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1119918.500000 Penalty: 4703.547852
	Iteration 2F: 3 clusters Score -1119918 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1120148.750000 Penalty: 4703.547852
	Iteration 3Q: 3 clusters Score -1120149 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1120303.750000 Penalty: 4703.547852
	Iteration 4Q: 3 clusters Score -1120304 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1120450.750000 Penalty: 4703.547852
	Iteration 5Q: 3 clusters Score -1120451 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1120597.625000 Penalty: 4703.547852
	Iteration 6Q: 3 clusters Score -1120598 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1120759.125000 Penalty: 4703.547852
	Iteration 7Q: 3 clusters Score -1120759 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1120956.875000 Penalty: 4703.547852
	Iteration 8Q: 3 clusters Score -1120957 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1121176.875000 Penalty: 4703.547852
	Iteration 9Q: 3 clusters Score -1121177 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1121395.625000 Penalty: 4703.547852
	Iteration 10Q: 3 clusters Score -1121396 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1121654.625000 Penalty: 4703.547852
	Iteration 11Q: 3 clusters Score -1121655 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1121974.125000 Penalty: 4703.547852
	Iteration 12Q: 3 clusters Score -1121974 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1122361.750000 Penalty: 4703.547852
	Iteration 13Q: 3 clusters Score -1122362 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1122806.750000 Penalty: 4703.547852
	Iteration 14Q: 3 clusters Score -1122807 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1123315.750000 Penalty: 4703.547852
	Iteration 15Q: 3 clusters Score -1123316 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1123774.000000 Penalty: 4703.547852
	Iteration 16Q: 3 clusters Score -1123774 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1124143.000000 Penalty: 4703.547852
	Iteration 17Q: 3 clusters Score -1124143 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1124441.875000 Penalty: 4703.547852
	Iteration 18Q: 3 clusters Score -1124442 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1124652.875000 Penalty: 4703.547852
	Iteration 19Q: 3 clusters Score -1124653 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1124792.125000 Penalty: 4703.547852
	Iteration 20F: 3 clusters Score -1124792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1124858.625000 Penalty: 4703.547852
	Iteration 21Q: 3 clusters Score -1124859 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1124921.875000 Penalty: 4703.547852
	Iteration 22Q: 3 clusters Score -1124922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1124958.500000 Penalty: 4703.547852
	Iteration 23Q: 3 clusters Score -1124958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1124986.875000 Penalty: 4703.547852
	Iteration 24Q: 3 clusters Score -1124987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1125004.625000 Penalty: 4703.547852
	Iteration 25Q: 3 clusters Score -1125005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1125014.625000 Penalty: 4703.547852
	Iteration 26Q: 3 clusters Score -1125015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1125018.250000 Penalty: 4703.547852
	Iteration 27Q: 3 clusters Score -1125018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1125022.250000 Penalty: 4703.547852
	Iteration 28Q: 3 clusters Score -1125022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1125029.375000 Penalty: 4703.547852
	Iteration 29Q: 3 clusters Score -1125029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1125034.000000 Penalty: 4703.547852
	Iteration 30Q: 3 clusters Score -1125034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1125042.000000 Penalty: 4703.547852
	Iteration 31Q: 3 clusters Score -1125042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1125053.750000 Penalty: 4703.547852
	Iteration 32Q: 3 clusters Score -1125054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1125061.125000 Penalty: 4703.547852
	Iteration 33Q: 3 clusters Score -1125061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1125062.750000 Penalty: 4703.547852
	Iteration 34Q: 3 clusters Score -1125063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1125065.500000 Penalty: 4703.547852
	Iteration 35Q: 3 clusters Score -1125066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1125066.375000 Penalty: 4703.547852
	Iteration 36Q: 3 clusters Score -1125066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1125067.375000 Penalty: 4703.547852
	Iteration 37Q: 3 clusters Score -1125067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1125067.375000 Penalty: 4703.547852
	Iteration 38F: 3 clusters Score -1125067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -766768.000000 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -766768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -759847.250000 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -759847.2 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -761700.687500 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -761700.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -761972.062500 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -761972.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -762182.250000 Penalty: 4502.323730
	Iteration 3F: 3 clusters Score -762182.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -762323.875000 Penalty: 4502.323730
	Iteration 4Q: 3 clusters Score -762323.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -762445.937500 Penalty: 4502.323730
	Iteration 5Q: 3 clusters Score -762445.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -762545.750000 Penalty: 4502.323730
	Iteration 6Q: 3 clusters Score -762545.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -762619.312500 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -762619.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -762673.000000 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -762673 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -762711.125000 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -762711.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -762742.000000 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -762742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -762762.937500 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -762762.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -762784.937500 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -762784.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -762805.187500 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -762805.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -762826.937500 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -762826.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -762845.000000 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -762845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -762860.875000 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -762860.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -762877.687500 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -762877.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -762898.312500 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -762898.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -762914.250000 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -762914.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -762932.687500 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -762932.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -762951.500000 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -762951.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -762975.062500 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -762975.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -763003.375000 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -763003.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -763045.375000 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -763045.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -763099.125000 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -763099.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -763160.437500 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -763160.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -763258.062500 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -763258.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -763391.687500 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -763391.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -763567.250000 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -763567.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -763769.125000 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -763769.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -763980.000000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -763980 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -764181.250000 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -764181.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -764336.625000 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -764336.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -764471.250000 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -764471.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -764552.375000 Penalty: 4502.323730
	Iteration 35Q: 3 clusters Score -764552.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -764620.875000 Penalty: 4502.323730
	Iteration 36Q: 3 clusters Score -764620.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -764673.437500 Penalty: 4502.323730
	Iteration 37Q: 3 clusters Score -764673.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -764721.375000 Penalty: 4502.323730
	Iteration 38Q: 3 clusters Score -764721.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -764749.062500 Penalty: 4502.323730
	Iteration 39Q: 3 clusters Score -764749.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -764769.250000 Penalty: 4502.323730
	Iteration 40F: 3 clusters Score -764769.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -764783.812500 Penalty: 4502.323730
	Iteration 41Q: 3 clusters Score -764783.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -764796.625000 Penalty: 4502.323730
	Iteration 42Q: 3 clusters Score -764796.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -764810.937500 Penalty: 4502.323730
	Iteration 43Q: 3 clusters Score -764810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -764820.937500 Penalty: 4502.323730
	Iteration 44Q: 3 clusters Score -764820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -764828.437500 Penalty: 4502.323730
	Iteration 45Q: 3 clusters Score -764828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -764830.937500 Penalty: 4502.323730
	Iteration 46Q: 3 clusters Score -764830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -764832.750000 Penalty: 4502.323730
	Iteration 47Q: 3 clusters Score -764832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -764836.937500 Penalty: 4502.323730
	Iteration 48Q: 3 clusters Score -764836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -764837.375000 Penalty: 4502.323730
	Iteration 49Q: 3 clusters Score -764837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -764837.250000 Penalty: 4502.323730
	Iteration 50Q: 3 clusters Score -764837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -764838.500000 Penalty: 4502.323730
	Iteration 51Q: 3 clusters Score -764838.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -764841.875000 Penalty: 4502.323730
	Iteration 52Q: 3 clusters Score -764841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -764844.500000 Penalty: 4502.323730
	Iteration 53Q: 3 clusters Score -764844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -764845.187500 Penalty: 4502.323730
	Iteration 54Q: 3 clusters Score -764845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -764845.562500 Penalty: 4502.323730
	Iteration 55Q: 3 clusters Score -764845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -764846.000000 Penalty: 4502.323730
	Iteration 56Q: 3 clusters Score -764846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -764846.000000 Penalty: 4502.323730
	Iteration 57F: 3 clusters Score -764846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (106380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Entering Unmasked Estep 
Score: -9091694.000000 Penalty: 2870.543701
	Iteration 0F: 2 clusters Score -9091694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -9020242.000000 Penalty: 5741.087402
	Iteration 0F: 3 clusters Score -9020242 nChanged 50437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -9049780.000000 Penalty: 5741.087402
	Iteration 1F: 3 clusters Score -9049780 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -9051115.000000 Penalty: 5741.087402
	Iteration 2Q: 3 clusters Score -9051115 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -9052662.000000 Penalty: 5741.087402
	Iteration 3Q: 3 clusters Score -9052662 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -9054773.000000 Penalty: 5741.087402
	Iteration 4Q: 3 clusters Score -9054773 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -9057122.000000 Penalty: 5741.087402
	Iteration 5F: 3 clusters Score -9057122 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -9059798.000000 Penalty: 5741.087402
	Iteration 6F: 3 clusters Score -9059798 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -9062230.000000 Penalty: 5741.087402
	Iteration 7F: 3 clusters Score -9062230 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -9064272.000000 Penalty: 5741.087402
	Iteration 8Q: 3 clusters Score -9064272 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -9065818.000000 Penalty: 5741.087402
	Iteration 9Q: 3 clusters Score -9065818 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -9067022.000000 Penalty: 5741.087402
	Iteration 10Q: 3 clusters Score -9067022 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -9068066.000000 Penalty: 5741.087402
	Iteration 11Q: 3 clusters Score -9068066 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -9068856.000000 Penalty: 5741.087402
	Iteration 12Q: 3 clusters Score -9068856 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -9069769.000000 Penalty: 5741.087402
	Iteration 13Q: 3 clusters Score -9069769 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -9070724.000000 Penalty: 5741.087402
	Iteration 14Q: 3 clusters Score -9070724 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -9071715.000000 Penalty: 5741.087402
	Iteration 15Q: 3 clusters Score -9071715 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -9072700.000000 Penalty: 5741.087402
	Iteration 16Q: 3 clusters Score -9072700 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -9073763.000000 Penalty: 5741.087402
	Iteration 17Q: 3 clusters Score -9073763 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -9074746.000000 Penalty: 5741.087402
	Iteration 18Q: 3 clusters Score -9074746 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -9075591.000000 Penalty: 5741.087402
	Iteration 19Q: 3 clusters Score -9075591 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -9076299.000000 Penalty: 5741.087402
	Iteration 20F: 3 clusters Score -9076299 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -9076885.000000 Penalty: 5741.087402
	Iteration 21Q: 3 clusters Score -9076885 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -9077337.000000 Penalty: 5741.087402
	Iteration 22Q: 3 clusters Score -9077337 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -9077737.000000 Penalty: 5741.087402
	Iteration 23Q: 3 clusters Score -9077737 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -9078083.000000 Penalty: 5741.087402
	Iteration 24Q: 3 clusters Score -9078083 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -9078383.000000 Penalty: 5741.087402
	Iteration 25Q: 3 clusters Score -9078383 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -9078544.000000 Penalty: 5741.087402
	Iteration 26Q: 3 clusters Score -9078544 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -9078674.000000 Penalty: 5741.087402
	Iteration 27Q: 3 clusters Score -9078674 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -9078837.000000 Penalty: 5741.087402
	Iteration 28Q: 3 clusters Score -9078837 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -9078929.000000 Penalty: 5741.087402
	Iteration 29Q: 3 clusters Score -9078929 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -9079062.000000 Penalty: 5741.087402
	Iteration 30Q: 3 clusters Score -9079062 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77343 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -9079272.000000 Penalty: 5741.087402
	Iteration 31Q: 3 clusters Score -9079272 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -9079408.000000 Penalty: 5741.087402
	Iteration 32Q: 3 clusters Score -9079408 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -9079576.000000 Penalty: 5741.087402
	Iteration 33Q: 3 clusters Score -9079576 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -9079689.000000 Penalty: 5741.087402
	Iteration 34Q: 3 clusters Score -9079689 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -9079897.000000 Penalty: 5741.087402
	Iteration 35Q: 3 clusters Score -9079897 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -9080168.000000 Penalty: 5741.087402
	Iteration 36Q: 3 clusters Score -9080168 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -9080442.000000 Penalty: 5741.087402
	Iteration 37Q: 3 clusters Score -9080442 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -9080813.000000 Penalty: 5741.087402
	Iteration 38Q: 3 clusters Score -9080813 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -9081222.000000 Penalty: 5741.087402
	Iteration 39Q: 3 clusters Score -9081222 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87349 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -9081684.000000 Penalty: 5741.087402
	Iteration 40F: 3 clusters Score -9081684 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -9082271.000000 Penalty: 5741.087402
	Iteration 41Q: 3 clusters Score -9082271 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -9082869.000000 Penalty: 5741.087402
	Iteration 42Q: 3 clusters Score -9082869 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -9083531.000000 Penalty: 5741.087402
	Iteration 43Q: 3 clusters Score -9083531 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -9084288.000000 Penalty: 5741.087402
	Iteration 44Q: 3 clusters Score -9084288 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96052 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -9085042.000000 Penalty: 5741.087402
	Iteration 45Q: 3 clusters Score -9085042 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -9085863.000000 Penalty: 5741.087402
	Iteration 46Q: 3 clusters Score -9085863 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99307 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -9086624.000000 Penalty: 5741.087402
	Iteration 47Q: 3 clusters Score -9086624 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -9087254.000000 Penalty: 5741.087402
	Iteration 48Q: 3 clusters Score -9087254 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -9087756.000000 Penalty: 5741.087402
	Iteration 49Q: 3 clusters Score -9087756 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -9088184.000000 Penalty: 5741.087402
	Iteration 50Q: 3 clusters Score -9088184 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103208 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -9088435.000000 Penalty: 5741.087402
	Iteration 51Q: 3 clusters Score -9088435 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -9088635.000000 Penalty: 5741.087402
	Iteration 52Q: 3 clusters Score -9088635 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9088779.000000 Penalty: 5741.087402
	Iteration 53Q: 3 clusters Score -9088779 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9088871.000000 Penalty: 5741.087402
	Iteration 54Q: 3 clusters Score -9088871 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9088948.000000 Penalty: 5741.087402
	Iteration 55Q: 3 clusters Score -9088948 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9089002.000000 Penalty: 5741.087402
	Iteration 56Q: 3 clusters Score -9089002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9089064.000000 Penalty: 5741.087402
	Iteration 57Q: 3 clusters Score -9089064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9089086.000000 Penalty: 5741.087402
	Iteration 58Q: 3 clusters Score -9089086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9089118.000000 Penalty: 5741.087402
	Iteration 59Q: 3 clusters Score -9089118 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9089160.000000 Penalty: 5741.087402
	Iteration 60F: 3 clusters Score -9089160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104986 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9089189.000000 Penalty: 5741.087402
	Iteration 61Q: 3 clusters Score -9089189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9089203.000000 Penalty: 5741.087402
	Iteration 62Q: 3 clusters Score -9089203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105094 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9089232.000000 Penalty: 5741.087402
	Iteration 63Q: 3 clusters Score -9089232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105136 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9089251.000000 Penalty: 5741.087402
	Iteration 64Q: 3 clusters Score -9089251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9089263.000000 Penalty: 5741.087402
	Iteration 65Q: 3 clusters Score -9089263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9089288.000000 Penalty: 5741.087402
	Iteration 66Q: 3 clusters Score -9089288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105219 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9089308.000000 Penalty: 5741.087402
	Iteration 67Q: 3 clusters Score -9089308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105243 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9089309.000000 Penalty: 5741.087402
	Iteration 68Q: 3 clusters Score -9089309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9089317.000000 Penalty: 5741.087402
	Iteration 69Q: 3 clusters Score -9089317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105267 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9089324.000000 Penalty: 5741.087402
	Iteration 70Q: 3 clusters Score -9089324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9089339.000000 Penalty: 5741.087402
	Iteration 71Q: 3 clusters Score -9089339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9089330.000000 Penalty: 5741.087402
	Iteration 72Q: 3 clusters Score -9089330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9089335.000000 Penalty: 5741.087402
	Iteration 73Q: 3 clusters Score -9089335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9089336.000000 Penalty: 5741.087402
	Iteration 74Q: 3 clusters Score -9089336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9089352.000000 Penalty: 5741.087402
	Iteration 75Q: 3 clusters Score -9089352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9089352.000000 Penalty: 5741.087402
	Iteration 76Q: 3 clusters Score -9089352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9089360.000000 Penalty: 5741.087402
	Iteration 77Q: 3 clusters Score -9089360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9089353.000000 Penalty: 5741.087402
	Iteration 78Q: 3 clusters Score -9089353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9089366.000000 Penalty: 5741.087402
	Iteration 79Q: 3 clusters Score -9089366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9089370.000000 Penalty: 5741.087402
	Iteration 80F: 3 clusters Score -9089370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9089387.000000 Penalty: 5741.087402
	Iteration 81Q: 3 clusters Score -9089387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9089396.000000 Penalty: 5741.087402
	Iteration 82Q: 3 clusters Score -9089396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105386 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9089404.000000 Penalty: 5741.087402
	Iteration 83Q: 3 clusters Score -9089404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105396 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9089406.000000 Penalty: 5741.087402
	Iteration 84Q: 3 clusters Score -9089406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9089409.000000 Penalty: 5741.087402
	Iteration 85Q: 3 clusters Score -9089409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105406 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9089411.000000 Penalty: 5741.087402
	Iteration 86Q: 3 clusters Score -9089411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9089417.000000 Penalty: 5741.087402
	Iteration 87Q: 3 clusters Score -9089417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9089417.000000 Penalty: 5741.087402
	Iteration 88Q: 3 clusters Score -9089417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105420 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9089420.000000 Penalty: 5741.087402
	Iteration 89Q: 3 clusters Score -9089420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105421 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9089421.000000 Penalty: 5741.087402
	Iteration 90Q: 3 clusters Score -9089421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105421 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9089421.000000 Penalty: 5741.087402
	Iteration 91F: 3 clusters Score -9089421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -436535.125000 Penalty: 2132.541260
	Iteration 0F: 2 clusters Score -436535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -431743.125000 Penalty: 4265.082520
	Iteration 0F: 3 clusters Score -431743.1 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -432922.343750 Penalty: 4265.082520
	Iteration 1F: 3 clusters Score -432922.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -433112.093750 Penalty: 4265.082520
	Iteration 2F: 3 clusters Score -433112.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -433234.156250 Penalty: 4265.082520
	Iteration 3Q: 3 clusters Score -433234.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -433320.125000 Penalty: 4265.082520
	Iteration 4Q: 3 clusters Score -433320.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -433386.656250 Penalty: 4265.082520
	Iteration 5Q: 3 clusters Score -433386.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -433431.968750 Penalty: 4265.082520
	Iteration 6Q: 3 clusters Score -433432 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -433480.312500 Penalty: 4265.082520
	Iteration 7Q: 3 clusters Score -433480.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -433517.812500 Penalty: 4265.082520
	Iteration 8Q: 3 clusters Score -433517.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -433548.437500 Penalty: 4265.082520
	Iteration 9Q: 3 clusters Score -433548.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -433577.968750 Penalty: 4265.082520
	Iteration 10Q: 3 clusters Score -433578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -433607.593750 Penalty: 4265.082520
	Iteration 11Q: 3 clusters Score -433607.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -433629.218750 Penalty: 4265.082520
	Iteration 12Q: 3 clusters Score -433629.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -433644.375000 Penalty: 4265.082520
	Iteration 13Q: 3 clusters Score -433644.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -433662.093750 Penalty: 4265.082520
	Iteration 14Q: 3 clusters Score -433662.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -433680.687500 Penalty: 4265.082520
	Iteration 15Q: 3 clusters Score -433680.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -433702.531250 Penalty: 4265.082520
	Iteration 16Q: 3 clusters Score -433702.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -433726.375000 Penalty: 4265.082520
	Iteration 17Q: 3 clusters Score -433726.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -433753.531250 Penalty: 4265.082520
	Iteration 18Q: 3 clusters Score -433753.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -433776.687500 Penalty: 4265.082520
	Iteration 19Q: 3 clusters Score -433776.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -433802.312500 Penalty: 4265.082520
	Iteration 20F: 3 clusters Score -433802.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -433828.375000 Penalty: 4265.082520
	Iteration 21Q: 3 clusters Score -433828.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -433855.718750 Penalty: 4265.082520
	Iteration 22Q: 3 clusters Score -433855.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -433885.187500 Penalty: 4265.082520
	Iteration 23Q: 3 clusters Score -433885.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -433908.500000 Penalty: 4265.082520
	Iteration 24Q: 3 clusters Score -433908.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -433929.156250 Penalty: 4265.082520
	Iteration 25Q: 3 clusters Score -433929.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -433948.250000 Penalty: 4265.082520
	Iteration 26Q: 3 clusters Score -433948.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -433970.000000 Penalty: 4265.082520
	Iteration 27Q: 3 clusters Score -433970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -434003.562500 Penalty: 4265.082520
	Iteration 28Q: 3 clusters Score -434003.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -434045.312500 Penalty: 4265.082520
	Iteration 29Q: 3 clusters Score -434045.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -434081.906250 Penalty: 4265.082520
	Iteration 30Q: 3 clusters Score -434081.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -434120.312500 Penalty: 4265.082520
	Iteration 31Q: 3 clusters Score -434120.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -434159.312500 Penalty: 4265.082520
	Iteration 32Q: 3 clusters Score -434159.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -434192.906250 Penalty: 4265.082520
	Iteration 33Q: 3 clusters Score -434192.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -434224.062500 Penalty: 4265.082520
	Iteration 34Q: 3 clusters Score -434224.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -434253.750000 Penalty: 4265.082520
	Iteration 35Q: 3 clusters Score -434253.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -434275.093750 Penalty: 4265.082520
	Iteration 36Q: 3 clusters Score -434275.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -434290.156250 Penalty: 4265.082520
	Iteration 37Q: 3 clusters Score -434290.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -434313.656250 Penalty: 4265.082520
	Iteration 38Q: 3 clusters Score -434313.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -434342.468750 Penalty: 4265.082520
	Iteration 39Q: 3 clusters Score -434342.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -434364.468750 Penalty: 4265.082520
	Iteration 40F: 3 clusters Score -434364.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -434387.593750 Penalty: 4265.082520
	Iteration 41Q: 3 clusters Score -434387.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -434413.500000 Penalty: 4265.082520
	Iteration 42Q: 3 clusters Score -434413.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -434436.218750 Penalty: 4265.082520
	Iteration 43Q: 3 clusters Score -434436.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -434454.500000 Penalty: 4265.082520
	Iteration 44Q: 3 clusters Score -434454.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -434466.656250 Penalty: 4265.082520
	Iteration 45Q: 3 clusters Score -434466.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -434475.906250 Penalty: 4265.082520
	Iteration 46Q: 3 clusters Score -434475.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -434482.937500 Penalty: 4265.082520
	Iteration 47Q: 3 clusters Score -434482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -434491.218750 Penalty: 4265.082520
	Iteration 48Q: 3 clusters Score -434491.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -434498.875000 Penalty: 4265.082520
	Iteration 49Q: 3 clusters Score -434498.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -434504.906250 Penalty: 4265.082520
	Iteration 50Q: 3 clusters Score -434504.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -434512.062500 Penalty: 4265.082520
	Iteration 51Q: 3 clusters Score -434512.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -434518.406250 Penalty: 4265.082520
	Iteration 52Q: 3 clusters Score -434518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -434522.281250 Penalty: 4265.082520
	Iteration 53Q: 3 clusters Score -434522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -434524.562500 Penalty: 4265.082520
	Iteration 54Q: 3 clusters Score -434524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -434527.843750 Penalty: 4265.082520
	Iteration 55Q: 3 clusters Score -434527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -434529.531250 Penalty: 4265.082520
	Iteration 56Q: 3 clusters Score -434529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -434531.625000 Penalty: 4265.082520
	Iteration 57Q: 3 clusters Score -434531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -434535.843750 Penalty: 4265.082520
	Iteration 58Q: 3 clusters Score -434535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -434541.593750 Penalty: 4265.082520
	Iteration 59Q: 3 clusters Score -434541.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -434549.562500 Penalty: 4265.082520
	Iteration 60F: 3 clusters Score -434549.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -434554.906250 Penalty: 4265.082520
	Iteration 61Q: 3 clusters Score -434554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -434558.656250 Penalty: 4265.082520
	Iteration 62Q: 3 clusters Score -434558.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -434562.906250 Penalty: 4265.082520
	Iteration 63Q: 3 clusters Score -434562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -434566.156250 Penalty: 4265.082520
	Iteration 64Q: 3 clusters Score -434566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -434571.187500 Penalty: 4265.082520
	Iteration 65Q: 3 clusters Score -434571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -434573.343750 Penalty: 4265.082520
	Iteration 66Q: 3 clusters Score -434573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -434575.062500 Penalty: 4265.082520
	Iteration 67Q: 3 clusters Score -434575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -434579.125000 Penalty: 4265.082520
	Iteration 68Q: 3 clusters Score -434579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -434581.437500 Penalty: 4265.082520
	Iteration 69Q: 3 clusters Score -434581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -434583.406250 Penalty: 4265.082520
	Iteration 70Q: 3 clusters Score -434583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -434583.750000 Penalty: 4265.082520
	Iteration 71Q: 3 clusters Score -434583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -434585.937500 Penalty: 4265.082520
	Iteration 72Q: 3 clusters Score -434585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -434587.156250 Penalty: 4265.082520
	Iteration 73Q: 3 clusters Score -434587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -434587.625000 Penalty: 4265.082520
	Iteration 74Q: 3 clusters Score -434587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -434588.093750 Penalty: 4265.082520
	Iteration 75Q: 3 clusters Score -434588.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -434588.093750 Penalty: 4265.082520
	Iteration 76F: 3 clusters Score -434588.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -420490.093750 Penalty: 2101.363770
	Iteration 0F: 2 clusters Score -420490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -416079.968750 Penalty: 4202.727539
	Iteration 0F: 3 clusters Score -416080 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -417091.531250 Penalty: 4202.727539
	Iteration 1F: 3 clusters Score -417091.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -417298.093750 Penalty: 4202.727539
	Iteration 2F: 3 clusters Score -417298.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -417411.375000 Penalty: 4202.727539
	Iteration 3Q: 3 clusters Score -417411.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -417489.156250 Penalty: 4202.727539
	Iteration 4Q: 3 clusters Score -417489.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -417541.312500 Penalty: 4202.727539
	Iteration 5Q: 3 clusters Score -417541.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -417587.718750 Penalty: 4202.727539
	Iteration 6Q: 3 clusters Score -417587.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -417632.906250 Penalty: 4202.727539
	Iteration 7Q: 3 clusters Score -417632.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -417682.781250 Penalty: 4202.727539
	Iteration 8Q: 3 clusters Score -417682.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -417728.718750 Penalty: 4202.727539
	Iteration 9Q: 3 clusters Score -417728.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -417776.562500 Penalty: 4202.727539
	Iteration 10Q: 3 clusters Score -417776.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -417828.281250 Penalty: 4202.727539
	Iteration 11Q: 3 clusters Score -417828.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -417882.687500 Penalty: 4202.727539
	Iteration 12Q: 3 clusters Score -417882.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -417947.281250 Penalty: 4202.727539
	Iteration 13Q: 3 clusters Score -417947.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -418009.906250 Penalty: 4202.727539
	Iteration 14Q: 3 clusters Score -418009.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -418066.218750 Penalty: 4202.727539
	Iteration 15Q: 3 clusters Score -418066.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -418122.625000 Penalty: 4202.727539
	Iteration 16Q: 3 clusters Score -418122.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -418178.281250 Penalty: 4202.727539
	Iteration 17Q: 3 clusters Score -418178.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -418221.031250 Penalty: 4202.727539
	Iteration 18Q: 3 clusters Score -418221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -418249.531250 Penalty: 4202.727539
	Iteration 19Q: 3 clusters Score -418249.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -418281.218750 Penalty: 4202.727539
	Iteration 20F: 3 clusters Score -418281.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -418318.718750 Penalty: 4202.727539
	Iteration 21Q: 3 clusters Score -418318.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -418369.156250 Penalty: 4202.727539
	Iteration 22Q: 3 clusters Score -418369.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -418412.187500 Penalty: 4202.727539
	Iteration 23Q: 3 clusters Score -418412.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -418453.500000 Penalty: 4202.727539
	Iteration 24Q: 3 clusters Score -418453.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -418484.406250 Penalty: 4202.727539
	Iteration 25Q: 3 clusters Score -418484.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -418504.531250 Penalty: 4202.727539
	Iteration 26Q: 3 clusters Score -418504.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -418517.468750 Penalty: 4202.727539
	Iteration 27Q: 3 clusters Score -418517.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -418526.000000 Penalty: 4202.727539
	Iteration 28Q: 3 clusters Score -418526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -418534.125000 Penalty: 4202.727539
	Iteration 29Q: 3 clusters Score -418534.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -418538.062500 Penalty: 4202.727539
	Iteration 30Q: 3 clusters Score -418538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -418542.843750 Penalty: 4202.727539
	Iteration 31Q: 3 clusters Score -418542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -418545.812500 Penalty: 4202.727539
	Iteration 32Q: 3 clusters Score -418545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -418545.843750 Penalty: 4202.727539
	Iteration 33Q: 3 clusters Score -418545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -418546.406250 Penalty: 4202.727539
	Iteration 34Q: 3 clusters Score -418546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -418548.093750 Penalty: 4202.727539
	Iteration 35Q: 3 clusters Score -418548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -418552.156250 Penalty: 4202.727539
	Iteration 36Q: 3 clusters Score -418552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -418554.031250 Penalty: 4202.727539
	Iteration 37Q: 3 clusters Score -418554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -418557.437500 Penalty: 4202.727539
	Iteration 38Q: 3 clusters Score -418557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -418559.187500 Penalty: 4202.727539
	Iteration 39Q: 3 clusters Score -418559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -418560.812500 Penalty: 4202.727539
	Iteration 40F: 3 clusters Score -418560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -418561.093750 Penalty: 4202.727539
	Iteration 41Q: 3 clusters Score -418561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -418561.093750 Penalty: 4202.727539
	Iteration 42F: 3 clusters Score -418561.1 nChanged 0
--- Evaluating fit on full set of 1395505 points ---
Entering Unmasked Estep 
Score: -114767984.000000 Penalty: 112284.609375
24->33 Clusters: Score -114767984.000000, best is -114775392.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 465168 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 19362 members 
Mstep: Class 3 contains 19455 members 
Mstep: Class 4 contains 19541 members 
Mstep: Class 5 contains 19366 members 
Mstep: Class 6 contains 19340 members 
Mstep: Class 7 contains 19291 members 
Mstep: Class 8 contains 19554 members 
Mstep: Class 9 contains 19509 members 
Mstep: Class 10 contains 19489 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 19333 members 
Mstep: Class 14 contains 19237 members 
Mstep: Class 15 contains 19468 members 
Mstep: Class 16 contains 19182 members 
Mstep: Class 17 contains 19244 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 19464 members 
Mstep: Class 20 contains 19156 members 
Mstep: Class 21 contains 19424 members 
Mstep: Class 22 contains 19418 members 
Mstep: Class 23 contains 19362 members 
Mstep: Class 24 contains 19463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 794.681458 but Gain 3236.437500
Score: -35542180.000000 Penalty: 74438.078125
Iteration 0F: 24 clusters Score -3.554218e+07 nChanged 441048
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 12465 members 
Mstep: Class 3 contains 24872 members 
Mstep: Class 4 contains 22384 members 
Mstep: Class 5 contains 15792 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 8 contains 16349 members 
Mstep: Class 9 contains 19166 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 47424 members 
Mstep: Class 12 contains 26774 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 23476 members 
Mstep: Class 15 contains 18779 members 
Mstep: Class 16 contains 13062 members 
Mstep: Class 17 contains 10520 members 
Mstep: Class 18 contains 43898 members 
Mstep: Class 19 contains 16941 members 
Mstep: Class 20 contains 24481 members 
Mstep: Class 21 contains 14189 members 
Mstep: Class 22 contains 13094 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 15896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36797888.000000 Penalty: 74438.078125
Iteration 1F: 24 clusters Score -3.679789e+07 nChanged 190504
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 36965 members 
Mstep: Class 4 contains 32675 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 12430 members 
Mstep: Class 8 contains 14313 members 
Mstep: Class 9 contains 17688 members 
Mstep: Class 10 contains 16765 members 
Mstep: Class 11 contains 44138 members 
Mstep: Class 12 contains 19579 members 
Mstep: Class 13 contains 15912 members 
Mstep: Class 14 contains 18349 members 
Mstep: Class 15 contains 16276 members 
Mstep: Class 16 contains 15856 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 32694 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 32577 members 
Mstep: Class 21 contains 13619 members 
Mstep: Class 22 contains 10527 members 
Mstep: Class 23 contains 34795 members 
Mstep: Class 24 contains 14981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37243080.000000 Penalty: 74438.078125
Iteration 2F: 24 clusters Score -3.724308e+07 nChanged 144880
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 8939 members 
Mstep: Class 3 contains 47570 members 
Mstep: Class 4 contains 35762 members 
Mstep: Class 5 contains 12082 members 
Mstep: Class 6 contains 10434 members 
Mstep: Class 8 contains 12735 members 
Mstep: Class 9 contains 14831 members 
Mstep: Class 10 contains 17040 members 
Mstep: Class 11 contains 44017 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 17951 members 
Mstep: Class 14 contains 15752 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 22894 members 
Mstep: Class 19 contains 13857 members 
Mstep: Class 20 contains 29875 members 
Mstep: Class 21 contains 18029 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 38340 members 
Mstep: Class 24 contains 17524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37495268.000000 Penalty: 74438.078125
Iteration 3F: 24 clusters Score -3.749527e+07 nChanged 110828
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 60716 members 
Mstep: Class 4 contains 31569 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 8 contains 11422 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 10 contains 17401 members 
Mstep: Class 11 contains 44603 members 
Mstep: Class 12 contains 9305 members 
Mstep: Class 13 contains 21766 members 
Mstep: Class 14 contains 13788 members 
Mstep: Class 15 contains 15242 members 
Mstep: Class 16 contains 16186 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 16993 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 25024 members 
Mstep: Class 21 contains 24146 members 
Mstep: Class 22 contains 12764 members 
Mstep: Class 23 contains 35224 members 
Mstep: Class 24 contains 24157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37659916.000000 Penalty: 74438.078125
Iteration 4F: 24 clusters Score -3.765992e+07 nChanged 86631
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 75525 members 
Mstep: Class 4 contains 26249 members 
Mstep: Class 5 contains 12001 members 
Mstep: Class 6 contains 7210 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 18698 members 
Mstep: Class 11 contains 43889 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 27692 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 15 contains 14696 members 
Mstep: Class 16 contains 11411 members 
Mstep: Class 17 contains 3134 members 
Mstep: Class 18 contains 13908 members 
Mstep: Class 19 contains 14933 members 
Mstep: Class 20 contains 21687 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 13686 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 28818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37766952.000000 Penalty: 74438.078125
Iteration 5F: 24 clusters Score -3.776695e+07 nChanged 68615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 7539 members 
Mstep: Class 3 contains 91285 members 
Mstep: Class 4 contains 20412 members 
Mstep: Class 5 contains 11903 members 
Mstep: Class 6 contains 6262 members 
Mstep: Class 8 contains 10412 members 
Mstep: Class 9 contains 10299 members 
Mstep: Class 10 contains 20219 members 
Mstep: Class 11 contains 42878 members 
Mstep: Class 12 contains 5307 members 
Mstep: Class 13 contains 33779 members 
Mstep: Class 14 contains 10589 members 
Mstep: Class 15 contains 14752 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 12346 members 
Mstep: Class 19 contains 13934 members 
Mstep: Class 20 contains 20105 members 
Mstep: Class 21 contains 33311 members 
Mstep: Class 22 contains 13778 members 
Mstep: Class 23 contains 22635 members 
Mstep: Class 24 contains 31131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37838408.000000 Penalty: 74438.078125
Iteration 6F: 24 clusters Score -3.783841e+07 nChanged 53106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 105229 members 
Mstep: Class 4 contains 15142 members 
Mstep: Class 5 contains 11801 members 
Mstep: Class 6 contains 5916 members 
Mstep: Class 8 contains 9910 members 
Mstep: Class 9 contains 9826 members 
Mstep: Class 10 contains 20040 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 38485 members 
Mstep: Class 14 contains 9658 members 
Mstep: Class 15 contains 15598 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 11282 members 
Mstep: Class 19 contains 12451 members 
Mstep: Class 20 contains 19653 members 
Mstep: Class 21 contains 35728 members 
Mstep: Class 22 contains 13530 members 
Mstep: Class 23 contains 16698 members 
Mstep: Class 24 contains 32807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2992.950928 but Gain 3236.437500
Score: -37886548.000000 Penalty: 71201.640625
Iteration 7F: 23 clusters Score -3.788655e+07 nChanged 42848
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 5314 members 
Mstep: Class 3 contains 117596 members 
Mstep: Class 4 contains 11306 members 
Mstep: Class 5 contains 11622 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 8 contains 9234 members 
Mstep: Class 9 contains 9677 members 
Mstep: Class 10 contains 18710 members 
Mstep: Class 11 contains 42023 members 
Mstep: Class 12 contains 3251 members 
Mstep: Class 13 contains 41565 members 
Mstep: Class 14 contains 9005 members 
Mstep: Class 15 contains 16739 members 
Mstep: Class 17 contains 4195 members 
Mstep: Class 18 contains 10707 members 
Mstep: Class 19 contains 11168 members 
Mstep: Class 20 contains 19469 members 
Mstep: Class 21 contains 37377 members 
Mstep: Class 22 contains 13146 members 
Mstep: Class 23 contains 12405 members 
Mstep: Class 24 contains 34891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37921588.000000 Penalty: 71201.640625
Iteration 8F: 23 clusters Score -3.792159e+07 nChanged 30251
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 125777 members 
Mstep: Class 4 contains 8639 members 
Mstep: Class 5 contains 11459 members 
Mstep: Class 6 contains 6038 members 
Mstep: Class 8 contains 8609 members 
Mstep: Class 9 contains 10107 members 
Mstep: Class 10 contains 17083 members 
Mstep: Class 11 contains 41209 members 
Mstep: Class 12 contains 2699 members 
Mstep: Class 13 contains 42951 members 
Mstep: Class 14 contains 8554 members 
Mstep: Class 15 contains 17605 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 10097 members 
Mstep: Class 20 contains 19115 members 
Mstep: Class 21 contains 38391 members 
Mstep: Class 22 contains 12724 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 37027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37943180.000000 Penalty: 71201.640625
Iteration 9F: 23 clusters Score -3.794318e+07 nChanged 23622
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 131164 members 
Mstep: Class 4 contains 7119 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 8 contains 8192 members 
Mstep: Class 9 contains 11384 members 
Mstep: Class 10 contains 15410 members 
Mstep: Class 11 contains 40403 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 13 contains 43848 members 
Mstep: Class 14 contains 8180 members 
Mstep: Class 15 contains 18047 members 
Mstep: Class 17 contains 4991 members 
Mstep: Class 18 contains 9289 members 
Mstep: Class 19 contains 9184 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 39074 members 
Mstep: Class 22 contains 12391 members 
Mstep: Class 23 contains 6962 members 
Mstep: Class 24 contains 39003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37959432.000000 Penalty: 71201.640625
Iteration 10F: 23 clusters Score -3.795943e+07 nChanged 19182
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 134332 members 
Mstep: Class 4 contains 6493 members 
Mstep: Class 5 contains 11083 members 
Mstep: Class 6 contains 6141 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 13070 members 
Mstep: Class 10 contains 13850 members 
Mstep: Class 11 contains 39536 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 13 contains 44307 members 
Mstep: Class 14 contains 7949 members 
Mstep: Class 15 contains 18181 members 
Mstep: Class 17 contains 5366 members 
Mstep: Class 18 contains 8888 members 
Mstep: Class 19 contains 8468 members 
Mstep: Class 20 contains 17895 members 
Mstep: Class 21 contains 39566 members 
Mstep: Class 22 contains 12209 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 40755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37971384.000000 Penalty: 71201.640625
Iteration 11Q: 23 clusters Score -3.797138e+07 nChanged 16811
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 136188 members 
Mstep: Class 4 contains 6237 members 
Mstep: Class 5 contains 10870 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 12502 members 
Mstep: Class 11 contains 38531 members 
Mstep: Class 12 contains 2104 members 
Mstep: Class 13 contains 44601 members 
Mstep: Class 14 contains 7838 members 
Mstep: Class 15 contains 18045 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 8672 members 
Mstep: Class 19 contains 7914 members 
Mstep: Class 20 contains 17067 members 
Mstep: Class 21 contains 40010 members 
Mstep: Class 22 contains 12122 members 
Mstep: Class 23 contains 4756 members 
Mstep: Class 24 contains 42394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37982356.000000 Penalty: 71201.640625
Iteration 12Q: 23 clusters Score -3.798236e+07 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 136988 members 
Mstep: Class 4 contains 6090 members 
Mstep: Class 5 contains 10678 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 8 contains 8371 members 
Mstep: Class 9 contains 16612 members 
Mstep: Class 10 contains 11483 members 
Mstep: Class 11 contains 37581 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 44785 members 
Mstep: Class 14 contains 7781 members 
Mstep: Class 15 contains 17883 members 
Mstep: Class 17 contains 6057 members 
Mstep: Class 18 contains 8573 members 
Mstep: Class 19 contains 7571 members 
Mstep: Class 20 contains 16068 members 
Mstep: Class 21 contains 40366 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 43814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37992136.000000 Penalty: 71201.640625
Iteration 13Q: 23 clusters Score -3.799214e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 5162 members 
Mstep: Class 3 contains 137112 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 10599 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 18308 members 
Mstep: Class 10 contains 10847 members 
Mstep: Class 11 contains 36636 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 44873 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 17726 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 8597 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 14924 members 
Mstep: Class 21 contains 40728 members 
Mstep: Class 22 contains 12038 members 
Mstep: Class 23 contains 3898 members 
Mstep: Class 24 contains 44927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38001536.000000 Penalty: 71201.640625
Iteration 14Q: 23 clusters Score -3.800154e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 5643 members 
Mstep: Class 3 contains 136726 members 
Mstep: Class 4 contains 5773 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 8 contains 9317 members 
Mstep: Class 9 contains 19896 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 35796 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 44921 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 17586 members 
Mstep: Class 17 contains 6613 members 
Mstep: Class 18 contains 8660 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 20 contains 13671 members 
Mstep: Class 21 contains 41053 members 
Mstep: Class 22 contains 11999 members 
Mstep: Class 23 contains 3673 members 
Mstep: Class 24 contains 45738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38010988.000000 Penalty: 71201.640625
Iteration 15Q: 23 clusters Score -3.801099e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 6240 members 
Mstep: Class 3 contains 135919 members 
Mstep: Class 4 contains 5570 members 
Mstep: Class 5 contains 10612 members 
Mstep: Class 6 contains 6636 members 
Mstep: Class 8 contains 9978 members 
Mstep: Class 9 contains 21367 members 
Mstep: Class 10 contains 9777 members 
Mstep: Class 11 contains 35192 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 44972 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 17403 members 
Mstep: Class 17 contains 6805 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 8070 members 
Mstep: Class 20 contains 12588 members 
Mstep: Class 21 contains 41361 members 
Mstep: Class 22 contains 11996 members 
Mstep: Class 23 contains 3563 members 
Mstep: Class 24 contains 46265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38019280.000000 Penalty: 71201.640625
Iteration 16Q: 23 clusters Score -3.801928e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 6834 members 
Mstep: Class 3 contains 134860 members 
Mstep: Class 4 contains 5346 members 
Mstep: Class 5 contains 10670 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 8 contains 10702 members 
Mstep: Class 9 contains 22681 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 34356 members 
Mstep: Class 12 contains 2010 members 
Mstep: Class 13 contains 45101 members 
Mstep: Class 14 contains 7457 members 
Mstep: Class 15 contains 17274 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 8813 members 
Mstep: Class 19 contains 8460 members 
Mstep: Class 20 contains 11668 members 
Mstep: Class 21 contains 41686 members 
Mstep: Class 22 contains 11995 members 
Mstep: Class 23 contains 3487 members 
Mstep: Class 24 contains 46569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38027780.000000 Penalty: 71201.640625
Iteration 17Q: 23 clusters Score -3.802778e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 133627 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 8 contains 11311 members 
Mstep: Class 9 contains 23910 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 32886 members 
Mstep: Class 12 contains 2023 members 
Mstep: Class 13 contains 45278 members 
Mstep: Class 14 contains 7415 members 
Mstep: Class 15 contains 17153 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 8963 members 
Mstep: Class 19 contains 8777 members 
Mstep: Class 20 contains 10674 members 
Mstep: Class 21 contains 42027 members 
Mstep: Class 22 contains 11976 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 46792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38033376.000000 Penalty: 71201.640625
Iteration 18Q: 23 clusters Score -3.803338e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 8095 members 
Mstep: Class 3 contains 132234 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 10954 members 
Mstep: Class 6 contains 6810 members 
Mstep: Class 8 contains 11885 members 
Mstep: Class 9 contains 25085 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 31384 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 45619 members 
Mstep: Class 14 contains 7350 members 
Mstep: Class 15 contains 17048 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 9035 members 
Mstep: Class 20 contains 9611 members 
Mstep: Class 21 contains 42384 members 
Mstep: Class 22 contains 12020 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 46958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38037976.000000 Penalty: 71201.640625
Iteration 19Q: 23 clusters Score -3.803798e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8713 members 
Mstep: Class 3 contains 130815 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 11068 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 8 contains 12405 members 
Mstep: Class 9 contains 26196 members 
Mstep: Class 10 contains 11937 members 
Mstep: Class 11 contains 30157 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 45956 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 16968 members 
Mstep: Class 17 contains 7383 members 
Mstep: Class 18 contains 9224 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 42692 members 
Mstep: Class 22 contains 12067 members 
Mstep: Class 23 contains 3325 members 
Mstep: Class 24 contains 47096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38042604.000000 Penalty: 71201.640625
Iteration 20F: 23 clusters Score -3.80426e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9443 members 
Mstep: Class 3 contains 129293 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 11215 members 
Mstep: Class 6 contains 7276 members 
Mstep: Class 8 contains 12954 members 
Mstep: Class 9 contains 27321 members 
Mstep: Class 10 contains 12645 members 
Mstep: Class 11 contains 29055 members 
Mstep: Class 12 contains 2114 members 
Mstep: Class 13 contains 46308 members 
Mstep: Class 14 contains 7283 members 
Mstep: Class 15 contains 16899 members 
Mstep: Class 17 contains 7405 members 
Mstep: Class 18 contains 9377 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 42882 members 
Mstep: Class 22 contains 12125 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 47181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38047976.000000 Penalty: 71201.640625
Iteration 21Q: 23 clusters Score -3.804798e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10171 members 
Mstep: Class 3 contains 127836 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 11372 members 
Mstep: Class 6 contains 7566 members 
Mstep: Class 8 contains 13439 members 
Mstep: Class 9 contains 28391 members 
Mstep: Class 10 contains 13296 members 
Mstep: Class 11 contains 28170 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 46590 members 
Mstep: Class 14 contains 7241 members 
Mstep: Class 15 contains 16831 members 
Mstep: Class 17 contains 7428 members 
Mstep: Class 18 contains 9464 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 42996 members 
Mstep: Class 22 contains 12201 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 47209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38053232.000000 Penalty: 71201.640625
Iteration 22Q: 23 clusters Score -3.805323e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10784 members 
Mstep: Class 3 contains 126480 members 
Mstep: Class 4 contains 4600 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 7829 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 29417 members 
Mstep: Class 10 contains 13804 members 
Mstep: Class 11 contains 27414 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 46627 members 
Mstep: Class 14 contains 7241 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 9544 members 
Mstep: Class 19 contains 11034 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 43058 members 
Mstep: Class 22 contains 12285 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 47199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38056524.000000 Penalty: 71201.640625
Iteration 23Q: 23 clusters Score -3.805652e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 125227 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 11899 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 8 contains 14512 members 
Mstep: Class 9 contains 30335 members 
Mstep: Class 10 contains 14200 members 
Mstep: Class 11 contains 26733 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 46593 members 
Mstep: Class 14 contains 7249 members 
Mstep: Class 15 contains 16695 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 9660 members 
Mstep: Class 19 contains 11647 members 
Mstep: Class 20 contains 3390 members 
Mstep: Class 21 contains 43046 members 
Mstep: Class 22 contains 12355 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 47113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38059700.000000 Penalty: 71201.640625
Iteration 24Q: 23 clusters Score -3.80597e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 124098 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 12191 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 8 contains 15041 members 
Mstep: Class 9 contains 31238 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 26135 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 46526 members 
Mstep: Class 14 contains 7292 members 
Mstep: Class 15 contains 16636 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 9748 members 
Mstep: Class 19 contains 11985 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 42957 members 
Mstep: Class 22 contains 12436 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 46949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38062192.000000 Penalty: 71201.640625
Iteration 25Q: 23 clusters Score -3.806219e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12142 members 
Mstep: Class 3 contains 123111 members 
Mstep: Class 4 contains 4608 members 
Mstep: Class 5 contains 12430 members 
Mstep: Class 6 contains 8818 members 
Mstep: Class 8 contains 15512 members 
Mstep: Class 9 contains 32073 members 
Mstep: Class 10 contains 14689 members 
Mstep: Class 11 contains 25592 members 
Mstep: Class 12 contains 2447 members 
Mstep: Class 13 contains 46433 members 
Mstep: Class 14 contains 7358 members 
Mstep: Class 15 contains 16593 members 
Mstep: Class 17 contains 7158 members 
Mstep: Class 18 contains 9865 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 42833 members 
Mstep: Class 22 contains 12503 members 
Mstep: Class 23 contains 2936 members 
Mstep: Class 24 contains 46740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38064104.000000 Penalty: 71201.640625
Iteration 26Q: 23 clusters Score -3.80641e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 12429 members 
Mstep: Class 3 contains 122135 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 12568 members 
Mstep: Class 6 contains 9172 members 
Mstep: Class 8 contains 15976 members 
Mstep: Class 9 contains 32876 members 
Mstep: Class 10 contains 14841 members 
Mstep: Class 11 contains 25075 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 46328 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 16553 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 18 contains 9959 members 
Mstep: Class 19 contains 12222 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 42739 members 
Mstep: Class 22 contains 12571 members 
Mstep: Class 23 contains 2899 members 
Mstep: Class 24 contains 46524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38065676.000000 Penalty: 71201.640625
Iteration 27Q: 23 clusters Score -3.806568e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 12667 members 
Mstep: Class 3 contains 121250 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 12632 members 
Mstep: Class 6 contains 9484 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 33636 members 
Mstep: Class 10 contains 14990 members 
Mstep: Class 11 contains 24565 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 46184 members 
Mstep: Class 14 contains 7580 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 17 contains 6913 members 
Mstep: Class 18 contains 10045 members 
Mstep: Class 19 contains 12236 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 42643 members 
Mstep: Class 22 contains 12668 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 46274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38066952.000000 Penalty: 71201.640625
Iteration 28Q: 23 clusters Score -3.806695e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 120430 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 12625 members 
Mstep: Class 6 contains 9824 members 
Mstep: Class 8 contains 16899 members 
Mstep: Class 9 contains 34359 members 
Mstep: Class 10 contains 15159 members 
Mstep: Class 11 contains 24080 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 46024 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 15 contains 16414 members 
Mstep: Class 17 contains 6819 members 
Mstep: Class 18 contains 10133 members 
Mstep: Class 19 contains 12232 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 42510 members 
Mstep: Class 22 contains 12767 members 
Mstep: Class 23 contains 2829 members 
Mstep: Class 24 contains 45971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38068360.000000 Penalty: 71201.640625
Iteration 29Q: 23 clusters Score -3.806836e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 13060 members 
Mstep: Class 3 contains 119651 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 12589 members 
Mstep: Class 6 contains 10162 members 
Mstep: Class 8 contains 17364 members 
Mstep: Class 9 contains 35029 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 23575 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 45865 members 
Mstep: Class 14 contains 7901 members 
Mstep: Class 15 contains 16353 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 10201 members 
Mstep: Class 19 contains 12236 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 42387 members 
Mstep: Class 22 contains 12839 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 45562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38070224.000000 Penalty: 71201.640625
Iteration 30Q: 23 clusters Score -3.807022e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 3 contains 118991 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 12562 members 
Mstep: Class 6 contains 10451 members 
Mstep: Class 8 contains 17812 members 
Mstep: Class 9 contains 35657 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 23067 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 45642 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 15 contains 16293 members 
Mstep: Class 17 contains 6639 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 12245 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 42275 members 
Mstep: Class 22 contains 12910 members 
Mstep: Class 23 contains 2781 members 
Mstep: Class 24 contains 44988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38072096.000000 Penalty: 71201.640625
Iteration 31Q: 23 clusters Score -3.80721e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 13315 members 
Mstep: Class 3 contains 118394 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 12505 members 
Mstep: Class 6 contains 10728 members 
Mstep: Class 8 contains 18201 members 
Mstep: Class 9 contains 36263 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 11 contains 22611 members 
Mstep: Class 12 contains 2856 members 
Mstep: Class 13 contains 45379 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 15 contains 16234 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 10300 members 
Mstep: Class 19 contains 12240 members 
Mstep: Class 20 contains 3962 members 
Mstep: Class 21 contains 42141 members 
Mstep: Class 22 contains 12987 members 
Mstep: Class 23 contains 2758 members 
Mstep: Class 24 contains 44325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38073628.000000 Penalty: 71201.640625
Iteration 32Q: 23 clusters Score -3.807363e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 117845 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 12422 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 8 contains 18536 members 
Mstep: Class 9 contains 36825 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 45051 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 16170 members 
Mstep: Class 17 contains 6501 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 12239 members 
Mstep: Class 20 contains 4653 members 
Mstep: Class 21 contains 42040 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 2731 members 
Mstep: Class 24 contains 43559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38074832.000000 Penalty: 71201.640625
Iteration 33Q: 23 clusters Score -3.807483e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 13490 members 
Mstep: Class 3 contains 117329 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 12339 members 
Mstep: Class 6 contains 11286 members 
Mstep: Class 8 contains 18864 members 
Mstep: Class 9 contains 37320 members 
Mstep: Class 10 contains 15466 members 
Mstep: Class 11 contains 21680 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 44637 members 
Mstep: Class 14 contains 9020 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 17 contains 6475 members 
Mstep: Class 18 contains 10425 members 
Mstep: Class 19 contains 12231 members 
Mstep: Class 20 contains 5510 members 
Mstep: Class 21 contains 41963 members 
Mstep: Class 22 contains 13164 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 42631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38076700.000000 Penalty: 71201.640625
Iteration 34Q: 23 clusters Score -3.80767e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13570 members 
Mstep: Class 3 contains 116868 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 12280 members 
Mstep: Class 6 contains 11523 members 
Mstep: Class 8 contains 19148 members 
Mstep: Class 9 contains 37775 members 
Mstep: Class 10 contains 15478 members 
Mstep: Class 11 contains 21133 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 44065 members 
Mstep: Class 14 contains 9548 members 
Mstep: Class 15 contains 16096 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 10524 members 
Mstep: Class 19 contains 12226 members 
Mstep: Class 20 contains 6404 members 
Mstep: Class 21 contains 41949 members 
Mstep: Class 22 contains 13248 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 41683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38078940.000000 Penalty: 71201.640625
Iteration 35Q: 23 clusters Score -3.807894e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 13647 members 
Mstep: Class 3 contains 116431 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 12260 members 
Mstep: Class 6 contains 11737 members 
Mstep: Class 8 contains 19413 members 
Mstep: Class 9 contains 38211 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 43397 members 
Mstep: Class 14 contains 10100 members 
Mstep: Class 15 contains 16093 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 12230 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 41965 members 
Mstep: Class 22 contains 13348 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 40742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38081696.000000 Penalty: 71201.640625
Iteration 36Q: 23 clusters Score -3.80817e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 13707 members 
Mstep: Class 3 contains 116015 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 12221 members 
Mstep: Class 6 contains 11921 members 
Mstep: Class 8 contains 19655 members 
Mstep: Class 9 contains 38641 members 
Mstep: Class 10 contains 15488 members 
Mstep: Class 11 contains 20093 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 42789 members 
Mstep: Class 14 contains 10377 members 
Mstep: Class 15 contains 16149 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 10783 members 
Mstep: Class 19 contains 12228 members 
Mstep: Class 20 contains 8182 members 
Mstep: Class 21 contains 42070 members 
Mstep: Class 22 contains 13442 members 
Mstep: Class 23 contains 2566 members 
Mstep: Class 24 contains 39815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38084972.000000 Penalty: 71201.640625
Iteration 37Q: 23 clusters Score -3.808497e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 13769 members 
Mstep: Class 3 contains 115635 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 12183 members 
Mstep: Class 6 contains 12135 members 
Mstep: Class 8 contains 19901 members 
Mstep: Class 9 contains 39008 members 
Mstep: Class 10 contains 15475 members 
Mstep: Class 11 contains 19811 members 
Mstep: Class 12 contains 3238 members 
Mstep: Class 13 contains 42421 members 
Mstep: Class 14 contains 10234 members 
Mstep: Class 15 contains 16264 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 10898 members 
Mstep: Class 19 contains 12228 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 42123 members 
Mstep: Class 22 contains 13523 members 
Mstep: Class 23 contains 2535 members 
Mstep: Class 24 contains 38998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38088476.000000 Penalty: 71201.640625
Iteration 38Q: 23 clusters Score -3.808848e+07 nChanged 3194
Entering ConstructFrom: 
Score: -38088476.000000 Penalty: 71201.640625
Entering ConstructFrom: 
Trying to split cluster 1 (4881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Entering Unmasked Estep 
Score: -342215.593750 Penalty: 2106.290039
	Iteration 0F: 2 clusters Score -342215.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -337847.562500 Penalty: 4212.580078
	Iteration 0F: 3 clusters Score -337847.6 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -339314.656250 Penalty: 4212.580078
	Iteration 1F: 3 clusters Score -339314.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -340098.062500 Penalty: 4212.580078
	Iteration 2F: 3 clusters Score -340098.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -340897.125000 Penalty: 4212.580078
	Iteration 3F: 3 clusters Score -340897.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -341674.312500 Penalty: 4212.580078
	Iteration 4F: 3 clusters Score -341674.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -342079.062500 Penalty: 4212.580078
	Iteration 5F: 3 clusters Score -342079.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -342276.312500 Penalty: 4212.580078
	Iteration 6Q: 3 clusters Score -342276.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -342398.656250 Penalty: 4212.580078
	Iteration 7Q: 3 clusters Score -342398.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -342464.562500 Penalty: 4212.580078
	Iteration 8Q: 3 clusters Score -342464.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -342497.531250 Penalty: 4212.580078
	Iteration 9Q: 3 clusters Score -342497.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -342517.750000 Penalty: 4212.580078
	Iteration 10Q: 3 clusters Score -342517.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -342533.843750 Penalty: 4212.580078
	Iteration 11Q: 3 clusters Score -342533.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -342543.968750 Penalty: 4212.580078
	Iteration 12Q: 3 clusters Score -342544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -342558.093750 Penalty: 4212.580078
	Iteration 13Q: 3 clusters Score -342558.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -342571.625000 Penalty: 4212.580078
	Iteration 14Q: 3 clusters Score -342571.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -342588.031250 Penalty: 4212.580078
	Iteration 15Q: 3 clusters Score -342588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -342605.937500 Penalty: 4212.580078
	Iteration 16Q: 3 clusters Score -342605.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -342625.281250 Penalty: 4212.580078
	Iteration 17Q: 3 clusters Score -342625.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -342638.250000 Penalty: 4212.580078
	Iteration 18Q: 3 clusters Score -342638.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -342654.531250 Penalty: 4212.580078
	Iteration 19Q: 3 clusters Score -342654.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -342671.781250 Penalty: 4212.580078
	Iteration 20F: 3 clusters Score -342671.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -342686.250000 Penalty: 4212.580078
	Iteration 21Q: 3 clusters Score -342686.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -342692.937500 Penalty: 4212.580078
	Iteration 22Q: 3 clusters Score -342692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -342699.468750 Penalty: 4212.580078
	Iteration 23Q: 3 clusters Score -342699.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -342705.656250 Penalty: 4212.580078
	Iteration 24Q: 3 clusters Score -342705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -342706.843750 Penalty: 4212.580078
	Iteration 25Q: 3 clusters Score -342706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -342707.250000 Penalty: 4212.580078
	Iteration 26Q: 3 clusters Score -342707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -342707.375000 Penalty: 4212.580078
	Iteration 27Q: 3 clusters Score -342707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -342707.875000 Penalty: 4212.580078
	Iteration 28Q: 3 clusters Score -342707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -342708.843750 Penalty: 4212.580078
	Iteration 29Q: 3 clusters Score -342708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -342709.500000 Penalty: 4212.580078
	Iteration 30Q: 3 clusters Score -342709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -342710.218750 Penalty: 4212.580078
	Iteration 31Q: 3 clusters Score -342710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -342711.031250 Penalty: 4212.580078
	Iteration 32Q: 3 clusters Score -342711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -342710.625000 Penalty: 4212.580078
	Iteration 33Q: 3 clusters Score -342710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -342710.593750 Penalty: 4212.580078
	Iteration 34Q: 3 clusters Score -342710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -342711.937500 Penalty: 4212.580078
	Iteration 35Q: 3 clusters Score -342711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -342712.468750 Penalty: 4212.580078
	Iteration 36Q: 3 clusters Score -342712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -342712.468750 Penalty: 4212.580078
	Iteration 37F: 3 clusters Score -342712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 115293 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 12132 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 15460 members 
Mstep: Class 11 contains 19600 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 42220 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 16224 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Entering Unmasked Estep 
Score: -38088544.000000 Penalty: 74438.078125
Splitting cluster 1 changes total score from -38088476.000000 to -38088544.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (13825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Entering Unmasked Estep 
Score: -1182953.125000 Penalty: 2364.489990
	Iteration 0F: 2 clusters Score -1182953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1172873.875000 Penalty: 4728.979980
	Iteration 0F: 3 clusters Score -1172874 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1175906.000000 Penalty: 4728.979980
	Iteration 1F: 3 clusters Score -1175906 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1176219.500000 Penalty: 4728.979980
	Iteration 2F: 3 clusters Score -1176220 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1176420.000000 Penalty: 4728.979980
	Iteration 3Q: 3 clusters Score -1176420 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1176573.375000 Penalty: 4728.979980
	Iteration 4Q: 3 clusters Score -1176573 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1176695.125000 Penalty: 4728.979980
	Iteration 5Q: 3 clusters Score -1176695 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1176813.375000 Penalty: 4728.979980
	Iteration 6Q: 3 clusters Score -1176813 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1176919.000000 Penalty: 4728.979980
	Iteration 7Q: 3 clusters Score -1176919 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1177024.375000 Penalty: 4728.979980
	Iteration 8Q: 3 clusters Score -1177024 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1177123.750000 Penalty: 4728.979980
	Iteration 9Q: 3 clusters Score -1177124 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1177235.750000 Penalty: 4728.979980
	Iteration 10Q: 3 clusters Score -1177236 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1177380.250000 Penalty: 4728.979980
	Iteration 11Q: 3 clusters Score -1177380 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1177526.250000 Penalty: 4728.979980
	Iteration 12Q: 3 clusters Score -1177526 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1177664.000000 Penalty: 4728.979980
	Iteration 13Q: 3 clusters Score -1177664 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1177810.625000 Penalty: 4728.979980
	Iteration 14Q: 3 clusters Score -1177811 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1177983.875000 Penalty: 4728.979980
	Iteration 15Q: 3 clusters Score -1177984 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1178189.875000 Penalty: 4728.979980
	Iteration 16Q: 3 clusters Score -1178190 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1178452.000000 Penalty: 4728.979980
	Iteration 17Q: 3 clusters Score -1178452 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1178777.375000 Penalty: 4728.979980
	Iteration 18Q: 3 clusters Score -1178777 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1179184.375000 Penalty: 4728.979980
	Iteration 19Q: 3 clusters Score -1179184 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1179637.000000 Penalty: 4728.979980
	Iteration 20F: 3 clusters Score -1179637 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1180104.250000 Penalty: 4728.979980
	Iteration 21Q: 3 clusters Score -1180104 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1180551.625000 Penalty: 4728.979980
	Iteration 22Q: 3 clusters Score -1180552 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1180790.250000 Penalty: 4728.979980
	Iteration 23Q: 3 clusters Score -1180790 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1180890.625000 Penalty: 4728.979980
	Iteration 24Q: 3 clusters Score -1180891 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1180942.000000 Penalty: 4728.979980
	Iteration 25Q: 3 clusters Score -1180942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1180975.250000 Penalty: 4728.979980
	Iteration 26Q: 3 clusters Score -1180975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1181004.750000 Penalty: 4728.979980
	Iteration 27Q: 3 clusters Score -1181005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1181016.625000 Penalty: 4728.979980
	Iteration 28Q: 3 clusters Score -1181017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1181029.875000 Penalty: 4728.979980
	Iteration 29Q: 3 clusters Score -1181030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1181040.750000 Penalty: 4728.979980
	Iteration 30Q: 3 clusters Score -1181041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1181047.875000 Penalty: 4728.979980
	Iteration 31Q: 3 clusters Score -1181048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1181053.250000 Penalty: 4728.979980
	Iteration 32Q: 3 clusters Score -1181053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1181062.375000 Penalty: 4728.979980
	Iteration 33Q: 3 clusters Score -1181062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1181069.250000 Penalty: 4728.979980
	Iteration 34Q: 3 clusters Score -1181069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1181073.875000 Penalty: 4728.979980
	Iteration 35Q: 3 clusters Score -1181074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1181080.875000 Penalty: 4728.979980
	Iteration 36Q: 3 clusters Score -1181081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1181082.250000 Penalty: 4728.979980
	Iteration 37Q: 3 clusters Score -1181082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1181086.875000 Penalty: 4728.979980
	Iteration 38Q: 3 clusters Score -1181087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1181088.750000 Penalty: 4728.979980
	Iteration 39Q: 3 clusters Score -1181089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1181091.000000 Penalty: 4728.979980
	Iteration 40F: 3 clusters Score -1181091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1181096.625000 Penalty: 4728.979980
	Iteration 41Q: 3 clusters Score -1181097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1181097.000000 Penalty: 4728.979980
	Iteration 42Q: 3 clusters Score -1181097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1181099.625000 Penalty: 4728.979980
	Iteration 43Q: 3 clusters Score -1181100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1181101.375000 Penalty: 4728.979980
	Iteration 44Q: 3 clusters Score -1181101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1181099.500000 Penalty: 4728.979980
	Iteration 45Q: 3 clusters Score -1181100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1181100.625000 Penalty: 4728.979980
	Iteration 46Q: 3 clusters Score -1181101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1181101.000000 Penalty: 4728.979980
	Iteration 47Q: 3 clusters Score -1181101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1181101.000000 Penalty: 4728.979980
	Iteration 48F: 3 clusters Score -1181101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Entering Unmasked Estep 
Score: -9900033.000000 Penalty: 2890.497559
	Iteration 0F: 2 clusters Score -9900033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -9822989.000000 Penalty: 5780.995117
	Iteration 0F: 3 clusters Score -9822989 nChanged 54749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -9855328.000000 Penalty: 5780.995117
	Iteration 1F: 3 clusters Score -9855328 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -9857618.000000 Penalty: 5780.995117
	Iteration 2Q: 3 clusters Score -9857618 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -9861214.000000 Penalty: 5780.995117
	Iteration 3F: 3 clusters Score -9861214 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -9866070.000000 Penalty: 5780.995117
	Iteration 4F: 3 clusters Score -9866070 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -9871010.000000 Penalty: 5780.995117
	Iteration 5F: 3 clusters Score -9871010 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -9875002.000000 Penalty: 5780.995117
	Iteration 6F: 3 clusters Score -9875002 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -9877486.000000 Penalty: 5780.995117
	Iteration 7F: 3 clusters Score -9877486 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -9878957.000000 Penalty: 5780.995117
	Iteration 8Q: 3 clusters Score -9878957 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -9879847.000000 Penalty: 5780.995117
	Iteration 9Q: 3 clusters Score -9879847 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -9880318.000000 Penalty: 5780.995117
	Iteration 10Q: 3 clusters Score -9880318 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -9880571.000000 Penalty: 5780.995117
	Iteration 11Q: 3 clusters Score -9880571 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -9880722.000000 Penalty: 5780.995117
	Iteration 12Q: 3 clusters Score -9880722 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -9880949.000000 Penalty: 5780.995117
	Iteration 13Q: 3 clusters Score -9880949 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -9881174.000000 Penalty: 5780.995117
	Iteration 14Q: 3 clusters Score -9881174 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -9881340.000000 Penalty: 5780.995117
	Iteration 15Q: 3 clusters Score -9881340 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -9881579.000000 Penalty: 5780.995117
	Iteration 16Q: 3 clusters Score -9881579 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -9881808.000000 Penalty: 5780.995117
	Iteration 17Q: 3 clusters Score -9881808 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -9882250.000000 Penalty: 5780.995117
	Iteration 18Q: 3 clusters Score -9882250 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -9882828.000000 Penalty: 5780.995117
	Iteration 19Q: 3 clusters Score -9882828 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -9883531.000000 Penalty: 5780.995117
	Iteration 20F: 3 clusters Score -9883531 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -9884543.000000 Penalty: 5780.995117
	Iteration 21Q: 3 clusters Score -9884543 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -9885870.000000 Penalty: 5780.995117
	Iteration 22Q: 3 clusters Score -9885870 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -9887374.000000 Penalty: 5780.995117
	Iteration 23Q: 3 clusters Score -9887374 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -9889285.000000 Penalty: 5780.995117
	Iteration 24Q: 3 clusters Score -9889285 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 82949 members 
Entering Unmasked Estep 
Score: -9891319.000000 Penalty: 5780.995117
	Iteration 25Q: 3 clusters Score -9891319 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -9893420.000000 Penalty: 5780.995117
	Iteration 26Q: 3 clusters Score -9893420 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 91633 members 
Entering Unmasked Estep 
Score: -9895339.000000 Penalty: 5780.995117
	Iteration 27Q: 3 clusters Score -9895339 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -9897191.000000 Penalty: 5780.995117
	Iteration 28Q: 3 clusters Score -9897191 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -9898622.000000 Penalty: 5780.995117
	Iteration 29Q: 3 clusters Score -9898622 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -9899771.000000 Penalty: 5780.995117
	Iteration 30Q: 3 clusters Score -9899771 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -9900602.000000 Penalty: 5780.995117
	Iteration 31Q: 3 clusters Score -9900602 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 104923 members 
Entering Unmasked Estep 
Score: -9901143.000000 Penalty: 5780.995117
	Iteration 32Q: 3 clusters Score -9901143 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -9901450.000000 Penalty: 5780.995117
	Iteration 33Q: 3 clusters Score -9901450 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -9901700.000000 Penalty: 5780.995117
	Iteration 34Q: 3 clusters Score -9901700 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -9901850.000000 Penalty: 5780.995117
	Iteration 35Q: 3 clusters Score -9901850 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -9901961.000000 Penalty: 5780.995117
	Iteration 36Q: 3 clusters Score -9901961 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 108360 members 
Entering Unmasked Estep 
Score: -9902052.000000 Penalty: 5780.995117
	Iteration 37Q: 3 clusters Score -9902052 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 108686 members 
Entering Unmasked Estep 
Score: -9902095.000000 Penalty: 5780.995117
	Iteration 38Q: 3 clusters Score -9902095 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 108912 members 
Entering Unmasked Estep 
Score: -9902140.000000 Penalty: 5780.995117
	Iteration 39Q: 3 clusters Score -9902140 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -9902165.000000 Penalty: 5780.995117
	Iteration 40F: 3 clusters Score -9902165 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 109185 members 
Entering Unmasked Estep 
Score: -9902154.000000 Penalty: 5780.995117
	Iteration 41Q: 3 clusters Score -9902154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -9902162.000000 Penalty: 5780.995117
	Iteration 42Q: 3 clusters Score -9902162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 109336 members 
Entering Unmasked Estep 
Score: -9902192.000000 Penalty: 5780.995117
	Iteration 43Q: 3 clusters Score -9902192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 109401 members 
Entering Unmasked Estep 
Score: -9902196.000000 Penalty: 5780.995117
	Iteration 44Q: 3 clusters Score -9902196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 109468 members 
Entering Unmasked Estep 
Score: -9902210.000000 Penalty: 5780.995117
	Iteration 45Q: 3 clusters Score -9902210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -9902196.000000 Penalty: 5780.995117
	Iteration 46Q: 3 clusters Score -9902196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -9902200.000000 Penalty: 5780.995117
	Iteration 47Q: 3 clusters Score -9902200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 109576 members 
Entering Unmasked Estep 
Score: -9902207.000000 Penalty: 5780.995117
	Iteration 48Q: 3 clusters Score -9902207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 109592 members 
Entering Unmasked Estep 
Score: -9902216.000000 Penalty: 5780.995117
	Iteration 49Q: 3 clusters Score -9902216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -9902217.000000 Penalty: 5780.995117
	Iteration 50Q: 3 clusters Score -9902217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -9902223.000000 Penalty: 5780.995117
	Iteration 51Q: 3 clusters Score -9902223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 109623 members 
Entering Unmasked Estep 
Score: -9902217.000000 Penalty: 5780.995117
	Iteration 52Q: 3 clusters Score -9902217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -9902209.000000 Penalty: 5780.995117
	Iteration 53Q: 3 clusters Score -9902209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -9902215.000000 Penalty: 5780.995117
	Iteration 54Q: 3 clusters Score -9902215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -9902226.000000 Penalty: 5780.995117
	Iteration 55Q: 3 clusters Score -9902226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -9902226.000000 Penalty: 5780.995117
	Iteration 56F: 3 clusters Score -9902226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 12132 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 15460 members 
Mstep: Class 11 contains 19600 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 42220 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 16224 members 
Mstep: Class 16 contains 109639 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Entering Unmasked Estep 
Score: -38090320.000000 Penalty: 77674.515625
Splitting cluster 3 changes total score from -38088476.000000 to -38090320.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -405483.000000 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -405483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -401215.281250 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -401215.3 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -402227.468750 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -402227.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -402401.812500 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -402401.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -402521.218750 Penalty: 4185.000000
	Iteration 3Q: 3 clusters Score -402521.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -402598.000000 Penalty: 4185.000000
	Iteration 4Q: 3 clusters Score -402598 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -402679.843750 Penalty: 4185.000000
	Iteration 5Q: 3 clusters Score -402679.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -402754.562500 Penalty: 4185.000000
	Iteration 6Q: 3 clusters Score -402754.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -402800.687500 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -402800.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -402836.000000 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -402836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -402871.687500 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -402871.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -402905.781250 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -402905.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -402947.750000 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -402947.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -402989.343750 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -402989.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -403033.312500 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -403033.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -403077.406250 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -403077.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -403132.062500 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -403132.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -403186.812500 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -403186.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -403244.562500 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -403244.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -403295.843750 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -403295.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -403349.000000 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -403349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -403389.125000 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -403389.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -403423.156250 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -403423.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -403458.500000 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -403458.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -403490.031250 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -403490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -403515.281250 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -403515.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -403539.781250 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -403539.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -403552.093750 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -403552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -403563.656250 Penalty: 4185.000000
	Iteration 27Q: 3 clusters Score -403563.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -403567.906250 Penalty: 4185.000000
	Iteration 28Q: 3 clusters Score -403567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -403575.125000 Penalty: 4185.000000
	Iteration 29Q: 3 clusters Score -403575.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -403581.218750 Penalty: 4185.000000
	Iteration 30Q: 3 clusters Score -403581.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -403585.968750 Penalty: 4185.000000
	Iteration 31Q: 3 clusters Score -403586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -403586.937500 Penalty: 4185.000000
	Iteration 32Q: 3 clusters Score -403586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -403589.093750 Penalty: 4185.000000
	Iteration 33Q: 3 clusters Score -403589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -403591.875000 Penalty: 4185.000000
	Iteration 34Q: 3 clusters Score -403591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -403593.593750 Penalty: 4185.000000
	Iteration 35Q: 3 clusters Score -403593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -403596.718750 Penalty: 4185.000000
	Iteration 36Q: 3 clusters Score -403596.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -403600.218750 Penalty: 4185.000000
	Iteration 37Q: 3 clusters Score -403600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -403602.875000 Penalty: 4185.000000
	Iteration 38Q: 3 clusters Score -403602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -403607.031250 Penalty: 4185.000000
	Iteration 39Q: 3 clusters Score -403607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -403612.375000 Penalty: 4185.000000
	Iteration 40F: 3 clusters Score -403612.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -403617.468750 Penalty: 4185.000000
	Iteration 41Q: 3 clusters Score -403617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -403621.437500 Penalty: 4185.000000
	Iteration 42Q: 3 clusters Score -403621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -403626.593750 Penalty: 4185.000000
	Iteration 43Q: 3 clusters Score -403626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -403628.312500 Penalty: 4185.000000
	Iteration 44Q: 3 clusters Score -403628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -403629.968750 Penalty: 4185.000000
	Iteration 45Q: 3 clusters Score -403630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -403632.843750 Penalty: 4185.000000
	Iteration 46Q: 3 clusters Score -403632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -403633.718750 Penalty: 4185.000000
	Iteration 47Q: 3 clusters Score -403633.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -403633.718750 Penalty: 4185.000000
	Iteration 48F: 3 clusters Score -403633.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Entering Unmasked Estep 
Score: -959886.750000 Penalty: 2332.093262
	Iteration 0F: 2 clusters Score -959886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -950858.062500 Penalty: 4664.186523
	Iteration 0F: 3 clusters Score -950858.1 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -953754.875000 Penalty: 4664.186523
	Iteration 1F: 3 clusters Score -953754.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -954301.875000 Penalty: 4664.186523
	Iteration 2F: 3 clusters Score -954301.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -954912.875000 Penalty: 4664.186523
	Iteration 3F: 3 clusters Score -954912.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -955758.125000 Penalty: 4664.186523
	Iteration 4F: 3 clusters Score -955758.1 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -957014.312500 Penalty: 4664.186523
	Iteration 5F: 3 clusters Score -957014.3 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -958208.125000 Penalty: 4664.186523
	Iteration 6F: 3 clusters Score -958208.1 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -959070.812500 Penalty: 4664.186523
	Iteration 7F: 3 clusters Score -959070.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -959584.875000 Penalty: 4664.186523
	Iteration 8F: 3 clusters Score -959584.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -959892.437500 Penalty: 4664.186523
	Iteration 9Q: 3 clusters Score -959892.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -960040.500000 Penalty: 4664.186523
	Iteration 10Q: 3 clusters Score -960040.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -960138.750000 Penalty: 4664.186523
	Iteration 11Q: 3 clusters Score -960138.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -960198.437500 Penalty: 4664.186523
	Iteration 12Q: 3 clusters Score -960198.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -960246.562500 Penalty: 4664.186523
	Iteration 13Q: 3 clusters Score -960246.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -960270.312500 Penalty: 4664.186523
	Iteration 14Q: 3 clusters Score -960270.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -960287.937500 Penalty: 4664.186523
	Iteration 15Q: 3 clusters Score -960287.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -960300.125000 Penalty: 4664.186523
	Iteration 16Q: 3 clusters Score -960300.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -960309.250000 Penalty: 4664.186523
	Iteration 17Q: 3 clusters Score -960309.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -960316.125000 Penalty: 4664.186523
	Iteration 18Q: 3 clusters Score -960316.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -960321.687500 Penalty: 4664.186523
	Iteration 19Q: 3 clusters Score -960321.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -960331.187500 Penalty: 4664.186523
	Iteration 20F: 3 clusters Score -960331.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -960340.687500 Penalty: 4664.186523
	Iteration 21Q: 3 clusters Score -960340.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -960346.062500 Penalty: 4664.186523
	Iteration 22Q: 3 clusters Score -960346.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -960353.562500 Penalty: 4664.186523
	Iteration 23Q: 3 clusters Score -960353.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -960362.750000 Penalty: 4664.186523
	Iteration 24Q: 3 clusters Score -960362.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -960367.812500 Penalty: 4664.186523
	Iteration 25Q: 3 clusters Score -960367.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -960374.937500 Penalty: 4664.186523
	Iteration 26Q: 3 clusters Score -960374.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -960381.062500 Penalty: 4664.186523
	Iteration 27Q: 3 clusters Score -960381.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -960385.875000 Penalty: 4664.186523
	Iteration 28Q: 3 clusters Score -960385.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -960393.062500 Penalty: 4664.186523
	Iteration 29Q: 3 clusters Score -960393.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -960398.125000 Penalty: 4664.186523
	Iteration 30Q: 3 clusters Score -960398.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -960405.750000 Penalty: 4664.186523
	Iteration 31Q: 3 clusters Score -960405.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -960409.000000 Penalty: 4664.186523
	Iteration 32Q: 3 clusters Score -960409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -960412.000000 Penalty: 4664.186523
	Iteration 33Q: 3 clusters Score -960412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -960417.187500 Penalty: 4664.186523
	Iteration 34Q: 3 clusters Score -960417.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -960422.062500 Penalty: 4664.186523
	Iteration 35Q: 3 clusters Score -960422.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -960427.625000 Penalty: 4664.186523
	Iteration 36Q: 3 clusters Score -960427.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -960430.562500 Penalty: 4664.186523
	Iteration 37Q: 3 clusters Score -960430.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -960435.937500 Penalty: 4664.186523
	Iteration 38Q: 3 clusters Score -960435.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -960437.750000 Penalty: 4664.186523
	Iteration 39Q: 3 clusters Score -960437.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -960441.750000 Penalty: 4664.186523
	Iteration 40F: 3 clusters Score -960441.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -960446.125000 Penalty: 4664.186523
	Iteration 41Q: 3 clusters Score -960446.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -960452.062500 Penalty: 4664.186523
	Iteration 42Q: 3 clusters Score -960452.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -960459.937500 Penalty: 4664.186523
	Iteration 43Q: 3 clusters Score -960459.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -960465.125000 Penalty: 4664.186523
	Iteration 44Q: 3 clusters Score -960465.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -960475.187500 Penalty: 4664.186523
	Iteration 45Q: 3 clusters Score -960475.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -960478.875000 Penalty: 4664.186523
	Iteration 46Q: 3 clusters Score -960478.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -960482.687500 Penalty: 4664.186523
	Iteration 47Q: 3 clusters Score -960482.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -960484.812500 Penalty: 4664.186523
	Iteration 48Q: 3 clusters Score -960484.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -960485.875000 Penalty: 4664.186523
	Iteration 49Q: 3 clusters Score -960485.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -960491.562500 Penalty: 4664.186523
	Iteration 50Q: 3 clusters Score -960491.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -960493.375000 Penalty: 4664.186523
	Iteration 51Q: 3 clusters Score -960493.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -960495.812500 Penalty: 4664.186523
	Iteration 52Q: 3 clusters Score -960495.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -960499.062500 Penalty: 4664.186523
	Iteration 53Q: 3 clusters Score -960499.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -960498.500000 Penalty: 4664.186523
	Iteration 54Q: 3 clusters Score -960498.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -960505.062500 Penalty: 4664.186523
	Iteration 55Q: 3 clusters Score -960505.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -960509.000000 Penalty: 4664.186523
	Iteration 56Q: 3 clusters Score -960509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -960512.562500 Penalty: 4664.186523
	Iteration 57Q: 3 clusters Score -960512.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -960514.500000 Penalty: 4664.186523
	Iteration 58Q: 3 clusters Score -960514.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -960518.000000 Penalty: 4664.186523
	Iteration 59Q: 3 clusters Score -960518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -960521.937500 Penalty: 4664.186523
	Iteration 60F: 3 clusters Score -960521.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -960523.000000 Penalty: 4664.186523
	Iteration 61Q: 3 clusters Score -960523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -960523.812500 Penalty: 4664.186523
	Iteration 62Q: 3 clusters Score -960523.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -960524.375000 Penalty: 4664.186523
	Iteration 63Q: 3 clusters Score -960524.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -960530.500000 Penalty: 4664.186523
	Iteration 64Q: 3 clusters Score -960530.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -960529.125000 Penalty: 4664.186523
	Iteration 65Q: 3 clusters Score -960529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -960529.937500 Penalty: 4664.186523
	Iteration 66Q: 3 clusters Score -960529.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -960530.125000 Penalty: 4664.186523
	Iteration 67Q: 3 clusters Score -960530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -960535.000000 Penalty: 4664.186523
	Iteration 68Q: 3 clusters Score -960535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -960534.812500 Penalty: 4664.186523
	Iteration 69Q: 3 clusters Score -960534.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -960537.125000 Penalty: 4664.186523
	Iteration 70Q: 3 clusters Score -960537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -960539.187500 Penalty: 4664.186523
	Iteration 71Q: 3 clusters Score -960539.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -960541.437500 Penalty: 4664.186523
	Iteration 72Q: 3 clusters Score -960541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -960540.500000 Penalty: 4664.186523
	Iteration 73Q: 3 clusters Score -960540.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -960540.250000 Penalty: 4664.186523
	Iteration 74Q: 3 clusters Score -960540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -960541.312500 Penalty: 4664.186523
	Iteration 75Q: 3 clusters Score -960541.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -960543.500000 Penalty: 4664.186523
	Iteration 76Q: 3 clusters Score -960543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -960544.812500 Penalty: 4664.186523
	Iteration 77Q: 3 clusters Score -960544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -960547.562500 Penalty: 4664.186523
	Iteration 78Q: 3 clusters Score -960547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -960546.375000 Penalty: 4664.186523
	Iteration 79Q: 3 clusters Score -960546.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -960547.812500 Penalty: 4664.186523
	Iteration 80F: 3 clusters Score -960547.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -960549.812500 Penalty: 4664.186523
	Iteration 81Q: 3 clusters Score -960549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -960549.750000 Penalty: 4664.186523
	Iteration 82Q: 3 clusters Score -960549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -960550.500000 Penalty: 4664.186523
	Iteration 83Q: 3 clusters Score -960550.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -960551.687500 Penalty: 4664.186523
	Iteration 84Q: 3 clusters Score -960551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -960552.062500 Penalty: 4664.186523
	Iteration 85Q: 3 clusters Score -960552.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -960555.875000 Penalty: 4664.186523
	Iteration 86Q: 3 clusters Score -960555.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -960555.625000 Penalty: 4664.186523
	Iteration 87Q: 3 clusters Score -960555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -960559.812500 Penalty: 4664.186523
	Iteration 88Q: 3 clusters Score -960559.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -960561.125000 Penalty: 4664.186523
	Iteration 89Q: 3 clusters Score -960561.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -960564.000000 Penalty: 4664.186523
	Iteration 90Q: 3 clusters Score -960564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -960564.125000 Penalty: 4664.186523
	Iteration 91Q: 3 clusters Score -960564.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -960565.125000 Penalty: 4664.186523
	Iteration 92Q: 3 clusters Score -960565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -960566.750000 Penalty: 4664.186523
	Iteration 93Q: 3 clusters Score -960566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -960566.125000 Penalty: 4664.186523
	Iteration 94Q: 3 clusters Score -960566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -960569.562500 Penalty: 4664.186523
	Iteration 95Q: 3 clusters Score -960569.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -960569.562500 Penalty: 4664.186523
	Iteration 96F: 3 clusters Score -960569.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 15460 members 
Mstep: Class 11 contains 19600 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 42220 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 16224 members 
Mstep: Class 16 contains 109639 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Mstep: Class 25 contains 7572 members 
Entering Unmasked Estep 
Score: -38090016.000000 Penalty: 80910.953125
Splitting cluster 5 changes total score from -38088476.000000 to -38090016.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (12339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Entering Unmasked Estep 
Score: -990289.062500 Penalty: 2336.288818
	Iteration 0F: 2 clusters Score -990289.1 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 6252 members 
Entering Unmasked Estep 
Score: -981069.500000 Penalty: 4672.577637
	Iteration 0F: 3 clusters Score -981069.5 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -983887.500000 Penalty: 4672.577637
	Iteration 1F: 3 clusters Score -983887.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -984254.437500 Penalty: 4672.577637
	Iteration 2F: 3 clusters Score -984254.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -984588.062500 Penalty: 4672.577637
	Iteration 3F: 3 clusters Score -984588.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -984899.500000 Penalty: 4672.577637
	Iteration 4F: 3 clusters Score -984899.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -985223.375000 Penalty: 4672.577637
	Iteration 5Q: 3 clusters Score -985223.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -985583.812500 Penalty: 4672.577637
	Iteration 6Q: 3 clusters Score -985583.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -985971.375000 Penalty: 4672.577637
	Iteration 7Q: 3 clusters Score -985971.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -986366.437500 Penalty: 4672.577637
	Iteration 8Q: 3 clusters Score -986366.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -986786.375000 Penalty: 4672.577637
	Iteration 9Q: 3 clusters Score -986786.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -987167.312500 Penalty: 4672.577637
	Iteration 10Q: 3 clusters Score -987167.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -987476.500000 Penalty: 4672.577637
	Iteration 11Q: 3 clusters Score -987476.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -987714.375000 Penalty: 4672.577637
	Iteration 12Q: 3 clusters Score -987714.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -987924.000000 Penalty: 4672.577637
	Iteration 13Q: 3 clusters Score -987924 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -988053.500000 Penalty: 4672.577637
	Iteration 14Q: 3 clusters Score -988053.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -988174.750000 Penalty: 4672.577637
	Iteration 15Q: 3 clusters Score -988174.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -988244.000000 Penalty: 4672.577637
	Iteration 16Q: 3 clusters Score -988244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -988285.812500 Penalty: 4672.577637
	Iteration 17Q: 3 clusters Score -988285.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -988314.875000 Penalty: 4672.577637
	Iteration 18Q: 3 clusters Score -988314.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -988335.500000 Penalty: 4672.577637
	Iteration 19Q: 3 clusters Score -988335.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -988348.375000 Penalty: 4672.577637
	Iteration 20F: 3 clusters Score -988348.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -988362.875000 Penalty: 4672.577637
	Iteration 21Q: 3 clusters Score -988362.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -988373.000000 Penalty: 4672.577637
	Iteration 22Q: 3 clusters Score -988373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -988380.187500 Penalty: 4672.577637
	Iteration 23Q: 3 clusters Score -988380.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -988387.812500 Penalty: 4672.577637
	Iteration 24Q: 3 clusters Score -988387.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -988400.062500 Penalty: 4672.577637
	Iteration 25Q: 3 clusters Score -988400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -988405.562500 Penalty: 4672.577637
	Iteration 26Q: 3 clusters Score -988405.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -988413.125000 Penalty: 4672.577637
	Iteration 27Q: 3 clusters Score -988413.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -988417.187500 Penalty: 4672.577637
	Iteration 28Q: 3 clusters Score -988417.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -988419.562500 Penalty: 4672.577637
	Iteration 29Q: 3 clusters Score -988419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -988420.375000 Penalty: 4672.577637
	Iteration 30Q: 3 clusters Score -988420.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -988425.375000 Penalty: 4672.577637
	Iteration 31Q: 3 clusters Score -988425.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -988428.937500 Penalty: 4672.577637
	Iteration 32Q: 3 clusters Score -988428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -988432.812500 Penalty: 4672.577637
	Iteration 33Q: 3 clusters Score -988432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -988434.625000 Penalty: 4672.577637
	Iteration 34Q: 3 clusters Score -988434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -988437.437500 Penalty: 4672.577637
	Iteration 35Q: 3 clusters Score -988437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -988440.125000 Penalty: 4672.577637
	Iteration 36Q: 3 clusters Score -988440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -988439.937500 Penalty: 4672.577637
	Iteration 37Q: 3 clusters Score -988439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -988446.500000 Penalty: 4672.577637
	Iteration 38Q: 3 clusters Score -988446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -988449.625000 Penalty: 4672.577637
	Iteration 39Q: 3 clusters Score -988449.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -988454.625000 Penalty: 4672.577637
	Iteration 40F: 3 clusters Score -988454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -988455.062500 Penalty: 4672.577637
	Iteration 41Q: 3 clusters Score -988455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -988455.062500 Penalty: 4672.577637
	Iteration 42Q: 3 clusters Score -988455.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -988456.687500 Penalty: 4672.577637
	Iteration 43Q: 3 clusters Score -988456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -988457.687500 Penalty: 4672.577637
	Iteration 44Q: 3 clusters Score -988457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -988461.312500 Penalty: 4672.577637
	Iteration 45Q: 3 clusters Score -988461.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -988468.750000 Penalty: 4672.577637
	Iteration 46Q: 3 clusters Score -988468.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -988477.625000 Penalty: 4672.577637
	Iteration 47Q: 3 clusters Score -988477.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -988486.625000 Penalty: 4672.577637
	Iteration 48Q: 3 clusters Score -988486.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -988493.437500 Penalty: 4672.577637
	Iteration 49Q: 3 clusters Score -988493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -988496.875000 Penalty: 4672.577637
	Iteration 50Q: 3 clusters Score -988496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -988498.937500 Penalty: 4672.577637
	Iteration 51Q: 3 clusters Score -988498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -988503.062500 Penalty: 4672.577637
	Iteration 52Q: 3 clusters Score -988503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -988503.875000 Penalty: 4672.577637
	Iteration 53Q: 3 clusters Score -988503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -988508.187500 Penalty: 4672.577637
	Iteration 54Q: 3 clusters Score -988508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -988511.312500 Penalty: 4672.577637
	Iteration 55Q: 3 clusters Score -988511.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -988516.750000 Penalty: 4672.577637
	Iteration 56Q: 3 clusters Score -988516.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -988528.437500 Penalty: 4672.577637
	Iteration 57Q: 3 clusters Score -988528.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -988541.250000 Penalty: 4672.577637
	Iteration 58Q: 3 clusters Score -988541.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -988555.750000 Penalty: 4672.577637
	Iteration 59Q: 3 clusters Score -988555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -988568.937500 Penalty: 4672.577637
	Iteration 60F: 3 clusters Score -988568.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -988586.625000 Penalty: 4672.577637
	Iteration 61Q: 3 clusters Score -988586.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -988608.562500 Penalty: 4672.577637
	Iteration 62Q: 3 clusters Score -988608.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -988630.000000 Penalty: 4672.577637
	Iteration 63Q: 3 clusters Score -988630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -988654.812500 Penalty: 4672.577637
	Iteration 64Q: 3 clusters Score -988654.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -988680.500000 Penalty: 4672.577637
	Iteration 65Q: 3 clusters Score -988680.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -988702.375000 Penalty: 4672.577637
	Iteration 66Q: 3 clusters Score -988702.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -988724.687500 Penalty: 4672.577637
	Iteration 67Q: 3 clusters Score -988724.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -988739.062500 Penalty: 4672.577637
	Iteration 68Q: 3 clusters Score -988739.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -988750.125000 Penalty: 4672.577637
	Iteration 69Q: 3 clusters Score -988750.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -988755.000000 Penalty: 4672.577637
	Iteration 70Q: 3 clusters Score -988755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -988762.812500 Penalty: 4672.577637
	Iteration 71Q: 3 clusters Score -988762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -988764.312500 Penalty: 4672.577637
	Iteration 72Q: 3 clusters Score -988764.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -988766.937500 Penalty: 4672.577637
	Iteration 73Q: 3 clusters Score -988766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -988766.125000 Penalty: 4672.577637
	Iteration 74Q: 3 clusters Score -988766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -988766.125000 Penalty: 4672.577637
	Iteration 75F: 3 clusters Score -988766.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Entering Unmasked Estep 
Score: -1672858.875000 Penalty: 2457.819580
	Iteration 0F: 2 clusters Score -1672859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1658675.250000 Penalty: 4915.639160
	Iteration 0F: 3 clusters Score -1658675 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1663752.750000 Penalty: 4915.639160
	Iteration 1F: 3 clusters Score -1663753 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1664283.750000 Penalty: 4915.639160
	Iteration 2F: 3 clusters Score -1664284 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1664886.250000 Penalty: 4915.639160
	Iteration 3F: 3 clusters Score -1664886 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1665546.250000 Penalty: 4915.639160
	Iteration 4F: 3 clusters Score -1665546 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1666321.500000 Penalty: 4915.639160
	Iteration 5F: 3 clusters Score -1666322 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1667133.125000 Penalty: 4915.639160
	Iteration 6F: 3 clusters Score -1667133 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1667998.250000 Penalty: 4915.639160
	Iteration 7F: 3 clusters Score -1667998 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1668896.625000 Penalty: 4915.639160
	Iteration 8F: 3 clusters Score -1668897 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1669766.500000 Penalty: 4915.639160
	Iteration 9F: 3 clusters Score -1669766 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1670441.875000 Penalty: 4915.639160
	Iteration 10Q: 3 clusters Score -1670442 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1670811.000000 Penalty: 4915.639160
	Iteration 11Q: 3 clusters Score -1670811 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1671041.625000 Penalty: 4915.639160
	Iteration 12Q: 3 clusters Score -1671042 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1671260.250000 Penalty: 4915.639160
	Iteration 13Q: 3 clusters Score -1671260 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1671448.125000 Penalty: 4915.639160
	Iteration 14Q: 3 clusters Score -1671448 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1671632.250000 Penalty: 4915.639160
	Iteration 15Q: 3 clusters Score -1671632 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1671770.375000 Penalty: 4915.639160
	Iteration 16Q: 3 clusters Score -1671770 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1671882.625000 Penalty: 4915.639160
	Iteration 17Q: 3 clusters Score -1671883 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1671960.250000 Penalty: 4915.639160
	Iteration 18Q: 3 clusters Score -1671960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1672015.500000 Penalty: 4915.639160
	Iteration 19Q: 3 clusters Score -1672016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1672040.375000 Penalty: 4915.639160
	Iteration 20F: 3 clusters Score -1672040 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1672065.750000 Penalty: 4915.639160
	Iteration 21Q: 3 clusters Score -1672066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1672082.750000 Penalty: 4915.639160
	Iteration 22Q: 3 clusters Score -1672083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1672100.125000 Penalty: 4915.639160
	Iteration 23Q: 3 clusters Score -1672100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1672121.625000 Penalty: 4915.639160
	Iteration 24Q: 3 clusters Score -1672122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1672134.000000 Penalty: 4915.639160
	Iteration 25Q: 3 clusters Score -1672134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1672141.750000 Penalty: 4915.639160
	Iteration 26Q: 3 clusters Score -1672142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1672150.500000 Penalty: 4915.639160
	Iteration 27Q: 3 clusters Score -1672150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1672156.125000 Penalty: 4915.639160
	Iteration 28Q: 3 clusters Score -1672156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1672161.875000 Penalty: 4915.639160
	Iteration 29Q: 3 clusters Score -1672162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1672169.250000 Penalty: 4915.639160
	Iteration 30Q: 3 clusters Score -1672169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1672183.500000 Penalty: 4915.639160
	Iteration 31Q: 3 clusters Score -1672184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1672185.500000 Penalty: 4915.639160
	Iteration 32Q: 3 clusters Score -1672186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1672187.125000 Penalty: 4915.639160
	Iteration 33Q: 3 clusters Score -1672187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1672191.750000 Penalty: 4915.639160
	Iteration 34Q: 3 clusters Score -1672192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1672189.000000 Penalty: 4915.639160
	Iteration 35Q: 3 clusters Score -1672189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1672188.000000 Penalty: 4915.639160
	Iteration 36Q: 3 clusters Score -1672188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1672190.375000 Penalty: 4915.639160
	Iteration 37Q: 3 clusters Score -1672190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1672197.375000 Penalty: 4915.639160
	Iteration 38Q: 3 clusters Score -1672197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1672200.250000 Penalty: 4915.639160
	Iteration 39Q: 3 clusters Score -1672200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1672198.500000 Penalty: 4915.639160
	Iteration 40F: 3 clusters Score -1672198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1672199.750000 Penalty: 4915.639160
	Iteration 41Q: 3 clusters Score -1672200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1672202.500000 Penalty: 4915.639160
	Iteration 42Q: 3 clusters Score -1672202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1672205.875000 Penalty: 4915.639160
	Iteration 43Q: 3 clusters Score -1672206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1672211.500000 Penalty: 4915.639160
	Iteration 44Q: 3 clusters Score -1672212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1672215.500000 Penalty: 4915.639160
	Iteration 45Q: 3 clusters Score -1672216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1672211.625000 Penalty: 4915.639160
	Iteration 46Q: 3 clusters Score -1672212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1672219.000000 Penalty: 4915.639160
	Iteration 47Q: 3 clusters Score -1672219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1672219.500000 Penalty: 4915.639160
	Iteration 48Q: 3 clusters Score -1672220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1672218.000000 Penalty: 4915.639160
	Iteration 49Q: 3 clusters Score -1672218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1672219.625000 Penalty: 4915.639160
	Iteration 50Q: 3 clusters Score -1672220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1672228.125000 Penalty: 4915.639160
	Iteration 51Q: 3 clusters Score -1672228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1672231.125000 Penalty: 4915.639160
	Iteration 52Q: 3 clusters Score -1672231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1672232.625000 Penalty: 4915.639160
	Iteration 53Q: 3 clusters Score -1672233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1672230.875000 Penalty: 4915.639160
	Iteration 54Q: 3 clusters Score -1672231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1672236.375000 Penalty: 4915.639160
	Iteration 55Q: 3 clusters Score -1672236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1672238.125000 Penalty: 4915.639160
	Iteration 56Q: 3 clusters Score -1672238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1672240.125000 Penalty: 4915.639160
	Iteration 57Q: 3 clusters Score -1672240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1672242.500000 Penalty: 4915.639160
	Iteration 58Q: 3 clusters Score -1672242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1672244.875000 Penalty: 4915.639160
	Iteration 59Q: 3 clusters Score -1672245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1672245.000000 Penalty: 4915.639160
	Iteration 60F: 3 clusters Score -1672245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1672246.625000 Penalty: 4915.639160
	Iteration 61Q: 3 clusters Score -1672247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1672247.500000 Penalty: 4915.639160
	Iteration 62Q: 3 clusters Score -1672248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1672245.625000 Penalty: 4915.639160
	Iteration 63Q: 3 clusters Score -1672246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1672245.625000 Penalty: 4915.639160
	Iteration 64F: 3 clusters Score -1672246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Entering Unmasked Estep 
Score: -3375603.750000 Penalty: 2623.750977
	Iteration 0F: 2 clusters Score -3375604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3348778.000000 Penalty: 5247.501953
	Iteration 0F: 3 clusters Score -3348778 nChanged 18011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3358890.250000 Penalty: 5247.501953
	Iteration 1F: 3 clusters Score -3358890 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3359645.500000 Penalty: 5247.501953
	Iteration 2F: 3 clusters Score -3359646 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3360438.000000 Penalty: 5247.501953
	Iteration 3Q: 3 clusters Score -3360438 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3361448.500000 Penalty: 5247.501953
	Iteration 4F: 3 clusters Score -3361448 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3362844.500000 Penalty: 5247.501953
	Iteration 5F: 3 clusters Score -3362844 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3364710.500000 Penalty: 5247.501953
	Iteration 6F: 3 clusters Score -3364710 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3366880.000000 Penalty: 5247.501953
	Iteration 7F: 3 clusters Score -3366880 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3369096.500000 Penalty: 5247.501953
	Iteration 8F: 3 clusters Score -3369096 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3370782.500000 Penalty: 5247.501953
	Iteration 9F: 3 clusters Score -3370782 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3371760.500000 Penalty: 5247.501953
	Iteration 10Q: 3 clusters Score -3371760 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3372269.750000 Penalty: 5247.501953
	Iteration 11Q: 3 clusters Score -3372270 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3372569.250000 Penalty: 5247.501953
	Iteration 12Q: 3 clusters Score -3372569 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3372779.250000 Penalty: 5247.501953
	Iteration 13Q: 3 clusters Score -3372779 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3372916.500000 Penalty: 5247.501953
	Iteration 14Q: 3 clusters Score -3372916 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3373007.000000 Penalty: 5247.501953
	Iteration 15Q: 3 clusters Score -3373007 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3373085.000000 Penalty: 5247.501953
	Iteration 16Q: 3 clusters Score -3373085 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3373157.500000 Penalty: 5247.501953
	Iteration 17Q: 3 clusters Score -3373158 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3373244.750000 Penalty: 5247.501953
	Iteration 18Q: 3 clusters Score -3373245 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3373287.250000 Penalty: 5247.501953
	Iteration 19Q: 3 clusters Score -3373287 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -3373310.750000 Penalty: 5247.501953
	Iteration 20F: 3 clusters Score -3373311 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3373360.250000 Penalty: 5247.501953
	Iteration 21Q: 3 clusters Score -3373360 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3373398.750000 Penalty: 5247.501953
	Iteration 22Q: 3 clusters Score -3373399 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3373424.500000 Penalty: 5247.501953
	Iteration 23Q: 3 clusters Score -3373424 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3373435.000000 Penalty: 5247.501953
	Iteration 24Q: 3 clusters Score -3373435 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3373447.500000 Penalty: 5247.501953
	Iteration 25Q: 3 clusters Score -3373448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3373461.000000 Penalty: 5247.501953
	Iteration 26Q: 3 clusters Score -3373461 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3373474.500000 Penalty: 5247.501953
	Iteration 27Q: 3 clusters Score -3373474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3373481.000000 Penalty: 5247.501953
	Iteration 28Q: 3 clusters Score -3373481 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3373498.750000 Penalty: 5247.501953
	Iteration 29Q: 3 clusters Score -3373499 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3373517.000000 Penalty: 5247.501953
	Iteration 30Q: 3 clusters Score -3373517 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3373525.500000 Penalty: 5247.501953
	Iteration 31Q: 3 clusters Score -3373526 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3373561.750000 Penalty: 5247.501953
	Iteration 32Q: 3 clusters Score -3373562 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3373576.000000 Penalty: 5247.501953
	Iteration 33Q: 3 clusters Score -3373576 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3373588.500000 Penalty: 5247.501953
	Iteration 34Q: 3 clusters Score -3373588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3373600.000000 Penalty: 5247.501953
	Iteration 35Q: 3 clusters Score -3373600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3373603.250000 Penalty: 5247.501953
	Iteration 36Q: 3 clusters Score -3373603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3373611.250000 Penalty: 5247.501953
	Iteration 37Q: 3 clusters Score -3373611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3373637.000000 Penalty: 5247.501953
	Iteration 38Q: 3 clusters Score -3373637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3373641.250000 Penalty: 5247.501953
	Iteration 39Q: 3 clusters Score -3373641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3373644.500000 Penalty: 5247.501953
	Iteration 40F: 3 clusters Score -3373644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3373649.250000 Penalty: 5247.501953
	Iteration 41Q: 3 clusters Score -3373649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3373646.000000 Penalty: 5247.501953
	Iteration 42Q: 3 clusters Score -3373646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3373648.000000 Penalty: 5247.501953
	Iteration 43Q: 3 clusters Score -3373648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3373657.000000 Penalty: 5247.501953
	Iteration 44Q: 3 clusters Score -3373657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3373657.750000 Penalty: 5247.501953
	Iteration 45Q: 3 clusters Score -3373658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3373649.250000 Penalty: 5247.501953
	Iteration 46Q: 3 clusters Score -3373649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3373661.000000 Penalty: 5247.501953
	Iteration 47Q: 3 clusters Score -3373661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3373666.250000 Penalty: 5247.501953
	Iteration 48Q: 3 clusters Score -3373666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3373666.250000 Penalty: 5247.501953
	Iteration 49Q: 3 clusters Score -3373666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3373671.000000 Penalty: 5247.501953
	Iteration 50Q: 3 clusters Score -3373671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3373674.750000 Penalty: 5247.501953
	Iteration 51Q: 3 clusters Score -3373675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3373681.750000 Penalty: 5247.501953
	Iteration 52Q: 3 clusters Score -3373682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3373684.500000 Penalty: 5247.501953
	Iteration 53Q: 3 clusters Score -3373684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3373694.500000 Penalty: 5247.501953
	Iteration 54Q: 3 clusters Score -3373694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3373697.750000 Penalty: 5247.501953
	Iteration 55Q: 3 clusters Score -3373698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3373709.000000 Penalty: 5247.501953
	Iteration 56Q: 3 clusters Score -3373709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3373693.250000 Penalty: 5247.501953
	Iteration 57Q: 3 clusters Score -3373693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3373703.000000 Penalty: 5247.501953
	Iteration 58Q: 3 clusters Score -3373703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3373709.250000 Penalty: 5247.501953
	Iteration 59Q: 3 clusters Score -3373709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3373700.500000 Penalty: 5247.501953
	Iteration 60F: 3 clusters Score -3373700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3373702.750000 Penalty: 5247.501953
	Iteration 61Q: 3 clusters Score -3373703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3373707.500000 Penalty: 5247.501953
	Iteration 62Q: 3 clusters Score -3373708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3373711.000000 Penalty: 5247.501953
	Iteration 63Q: 3 clusters Score -3373711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3373711.500000 Penalty: 5247.501953
	Iteration 64Q: 3 clusters Score -3373712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3373715.000000 Penalty: 5247.501953
	Iteration 65Q: 3 clusters Score -3373715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3373708.750000 Penalty: 5247.501953
	Iteration 66Q: 3 clusters Score -3373709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3373711.750000 Penalty: 5247.501953
	Iteration 67Q: 3 clusters Score -3373712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3373711.000000 Penalty: 5247.501953
	Iteration 68Q: 3 clusters Score -3373711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3373711.000000 Penalty: 5247.501953
	Iteration 69F: 3 clusters Score -3373711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Entering Unmasked Estep 
Score: -1339660.875000 Penalty: 2392.210938
	Iteration 0F: 2 clusters Score -1339661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1328434.625000 Penalty: 4784.421875
	Iteration 0F: 3 clusters Score -1328435 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1331906.125000 Penalty: 4784.421875
	Iteration 1F: 3 clusters Score -1331906 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1332268.125000 Penalty: 4784.421875
	Iteration 2F: 3 clusters Score -1332268 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1332525.500000 Penalty: 4784.421875
	Iteration 3Q: 3 clusters Score -1332526 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1332718.625000 Penalty: 4784.421875
	Iteration 4Q: 3 clusters Score -1332719 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1332900.875000 Penalty: 4784.421875
	Iteration 5Q: 3 clusters Score -1332901 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1333072.375000 Penalty: 4784.421875
	Iteration 6Q: 3 clusters Score -1333072 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1333241.375000 Penalty: 4784.421875
	Iteration 7Q: 3 clusters Score -1333241 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1333449.750000 Penalty: 4784.421875
	Iteration 8Q: 3 clusters Score -1333450 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1333737.625000 Penalty: 4784.421875
	Iteration 9Q: 3 clusters Score -1333738 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1334172.875000 Penalty: 4784.421875
	Iteration 10Q: 3 clusters Score -1334173 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1334733.625000 Penalty: 4784.421875
	Iteration 11F: 3 clusters Score -1334734 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1335412.875000 Penalty: 4784.421875
	Iteration 12F: 3 clusters Score -1335413 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1336085.125000 Penalty: 4784.421875
	Iteration 13Q: 3 clusters Score -1336085 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1336713.500000 Penalty: 4784.421875
	Iteration 14Q: 3 clusters Score -1336714 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1337181.125000 Penalty: 4784.421875
	Iteration 15Q: 3 clusters Score -1337181 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1337492.375000 Penalty: 4784.421875
	Iteration 16Q: 3 clusters Score -1337492 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1337663.750000 Penalty: 4784.421875
	Iteration 17Q: 3 clusters Score -1337664 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1337770.500000 Penalty: 4784.421875
	Iteration 18Q: 3 clusters Score -1337770 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1337831.625000 Penalty: 4784.421875
	Iteration 19Q: 3 clusters Score -1337832 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1337889.875000 Penalty: 4784.421875
	Iteration 20F: 3 clusters Score -1337890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1337939.250000 Penalty: 4784.421875
	Iteration 21Q: 3 clusters Score -1337939 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1337984.125000 Penalty: 4784.421875
	Iteration 22Q: 3 clusters Score -1337984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1338015.750000 Penalty: 4784.421875
	Iteration 23Q: 3 clusters Score -1338016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1338047.000000 Penalty: 4784.421875
	Iteration 24Q: 3 clusters Score -1338047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1338082.250000 Penalty: 4784.421875
	Iteration 25Q: 3 clusters Score -1338082 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1338113.750000 Penalty: 4784.421875
	Iteration 26Q: 3 clusters Score -1338114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1338155.500000 Penalty: 4784.421875
	Iteration 27Q: 3 clusters Score -1338156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1338183.000000 Penalty: 4784.421875
	Iteration 28Q: 3 clusters Score -1338183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1338211.500000 Penalty: 4784.421875
	Iteration 29Q: 3 clusters Score -1338212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1338244.375000 Penalty: 4784.421875
	Iteration 30Q: 3 clusters Score -1338244 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1338279.375000 Penalty: 4784.421875
	Iteration 31Q: 3 clusters Score -1338279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1338310.500000 Penalty: 4784.421875
	Iteration 32Q: 3 clusters Score -1338310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1338365.375000 Penalty: 4784.421875
	Iteration 33Q: 3 clusters Score -1338365 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1338434.000000 Penalty: 4784.421875
	Iteration 34Q: 3 clusters Score -1338434 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1338520.000000 Penalty: 4784.421875
	Iteration 35Q: 3 clusters Score -1338520 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1338623.125000 Penalty: 4784.421875
	Iteration 36Q: 3 clusters Score -1338623 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1338765.750000 Penalty: 4784.421875
	Iteration 37Q: 3 clusters Score -1338766 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1338977.375000 Penalty: 4784.421875
	Iteration 38Q: 3 clusters Score -1338977 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1339278.625000 Penalty: 4784.421875
	Iteration 39Q: 3 clusters Score -1339279 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1339721.750000 Penalty: 4784.421875
	Iteration 40F: 3 clusters Score -1339722 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1340309.625000 Penalty: 4784.421875
	Iteration 41Q: 3 clusters Score -1340310 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1341110.375000 Penalty: 4784.421875
	Iteration 42F: 3 clusters Score -1341110 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1342023.000000 Penalty: 4784.421875
	Iteration 43F: 3 clusters Score -1342023 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1343113.875000 Penalty: 4784.421875
	Iteration 44F: 3 clusters Score -1343114 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1344368.000000 Penalty: 4784.421875
	Iteration 45Q: 3 clusters Score -1344368 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1345685.375000 Penalty: 4784.421875
	Iteration 46Q: 3 clusters Score -1345685 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1346607.625000 Penalty: 4784.421875
	Iteration 47Q: 3 clusters Score -1346608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1346882.875000 Penalty: 4784.421875
	Iteration 48Q: 3 clusters Score -1346883 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1346927.375000 Penalty: 4784.421875
	Iteration 49Q: 3 clusters Score -1346927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1346936.250000 Penalty: 4784.421875
	Iteration 50Q: 3 clusters Score -1346936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1346936.625000 Penalty: 4784.421875
	Iteration 51Q: 3 clusters Score -1346937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1346936.375000 Penalty: 4784.421875
	Iteration 52Q: 3 clusters Score -1346936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1346936.375000 Penalty: 4784.421875
	Iteration 53F: 3 clusters Score -1346936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 19600 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 42220 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 16224 members 
Mstep: Class 16 contains 109639 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Mstep: Class 25 contains 7572 members 
Mstep: Class 26 contains 5368 members 
Entering Unmasked Estep 
Score: -38096480.000000 Penalty: 84147.390625
Splitting cluster 10 changes total score from -38088476.000000 to -38096480.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (19600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Entering Unmasked Estep 
Score: -1697984.000000 Penalty: 2451.054688
	Iteration 0F: 2 clusters Score -1697984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1684260.000000 Penalty: 4902.109375
	Iteration 0F: 3 clusters Score -1684260 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1688856.500000 Penalty: 4902.109375
	Iteration 1F: 3 clusters Score -1688856 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1689486.875000 Penalty: 4902.109375
	Iteration 2F: 3 clusters Score -1689487 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1690703.375000 Penalty: 4902.109375
	Iteration 3F: 3 clusters Score -1690703 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1693651.375000 Penalty: 4902.109375
	Iteration 4F: 3 clusters Score -1693651 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1698062.250000 Penalty: 4902.109375
	Iteration 5F: 3 clusters Score -1698062 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1701997.125000 Penalty: 4902.109375
	Iteration 6F: 3 clusters Score -1701997 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1705441.625000 Penalty: 4902.109375
	Iteration 7F: 3 clusters Score -1705442 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1706443.625000 Penalty: 4902.109375
	Iteration 8Q: 3 clusters Score -1706444 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1706715.000000 Penalty: 4902.109375
	Iteration 9Q: 3 clusters Score -1706715 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1706818.625000 Penalty: 4902.109375
	Iteration 10Q: 3 clusters Score -1706819 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1706858.375000 Penalty: 4902.109375
	Iteration 11Q: 3 clusters Score -1706858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1706861.125000 Penalty: 4902.109375
	Iteration 12Q: 3 clusters Score -1706861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1706862.000000 Penalty: 4902.109375
	Iteration 13Q: 3 clusters Score -1706862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1706859.750000 Penalty: 4902.109375
	Iteration 14Q: 3 clusters Score -1706860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1706862.375000 Penalty: 4902.109375
	Iteration 15Q: 3 clusters Score -1706862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1706862.750000 Penalty: 4902.109375
	Iteration 16Q: 3 clusters Score -1706863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1706862.750000 Penalty: 4902.109375
	Iteration 17F: 3 clusters Score -1706863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 14553 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 42220 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 16224 members 
Mstep: Class 16 contains 109639 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Mstep: Class 25 contains 7572 members 
Mstep: Class 26 contains 5368 members 
Mstep: Class 27 contains 5047 members 
Entering Unmasked Estep 
Score: -38104500.000000 Penalty: 87383.828125
Splitting cluster 11 changes total score from -38088476.000000 to -38104500.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -272618.937500 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -272618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -269169.906250 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -269169.9 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -269915.281250 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -269915.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -270079.031250 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -270079 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -270171.375000 Penalty: 4022.175781
	Iteration 3Q: 3 clusters Score -270171.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -270218.281250 Penalty: 4022.175781
	Iteration 4Q: 3 clusters Score -270218.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -270247.218750 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -270247.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -270268.562500 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -270268.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -270285.312500 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -270285.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -270296.750000 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -270296.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -270308.062500 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -270308.1 nChanged 27
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: -270321.031250 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -270321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -270330.000000 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -270330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -270338.281250 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -270338.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -270345.718750 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -270345.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -270350.500000 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -270350.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -270355.375000 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -270355.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -270359.843750 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -270359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -270364.843750 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -270364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -270366.406250 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -270366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -270368.343750 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -270368.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -270371.906250 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -270371.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -270374.875000 Penalty: 4022.175781
	Iteration 21Q: 3 clusters Score -270374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -270375.968750 Penalty: 4022.175781
	Iteration 22Q: 3 clusters Score -270376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -270379.406250 Penalty: 4022.175781
	Iteration 23Q: 3 clusters Score -270379.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -270381.718750 Penalty: 4022.175781
	Iteration 24Q: 3 clusters Score -270381.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -270383.125000 Penalty: 4022.175781
	Iteration 25Q: 3 clusters Score -270383.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -270384.531250 Penalty: 4022.175781
	Iteration 26Q: 3 clusters Score -270384.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -270386.562500 Penalty: 4022.175781
	Iteration 27Q: 3 clusters Score -270386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -270387.000000 Penalty: 4022.175781
	Iteration 28Q: 3 clusters Score -270387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -270387.000000 Penalty: 4022.175781
	Iteration 29F: 3 clusters Score -270387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Entering Unmasked Estep 
Score: -3592423.750000 Penalty: 2641.361084
	Iteration 0F: 2 clusters Score -3592424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3563664.500000 Penalty: 5282.722168
	Iteration 0F: 3 clusters Score -3563664 nChanged 19657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3575301.000000 Penalty: 5282.722168
	Iteration 1F: 3 clusters Score -3575301 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3576251.250000 Penalty: 5282.722168
	Iteration 2F: 3 clusters Score -3576251 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3577325.500000 Penalty: 5282.722168
	Iteration 3F: 3 clusters Score -3577326 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3578601.000000 Penalty: 5282.722168
	Iteration 4F: 3 clusters Score -3578601 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3580017.000000 Penalty: 5282.722168
	Iteration 5F: 3 clusters Score -3580017 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3581276.500000 Penalty: 5282.722168
	Iteration 6F: 3 clusters Score -3581276 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3582402.000000 Penalty: 5282.722168
	Iteration 7F: 3 clusters Score -3582402 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3583304.500000 Penalty: 5282.722168
	Iteration 8Q: 3 clusters Score -3583304 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3584193.000000 Penalty: 5282.722168
	Iteration 9Q: 3 clusters Score -3584193 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3585179.250000 Penalty: 5282.722168
	Iteration 10Q: 3 clusters Score -3585179 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3586537.750000 Penalty: 5282.722168
	Iteration 11Q: 3 clusters Score -3586538 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3588319.750000 Penalty: 5282.722168
	Iteration 12Q: 3 clusters Score -3588320 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3590499.250000 Penalty: 5282.722168
	Iteration 13Q: 3 clusters Score -3590499 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3592147.250000 Penalty: 5282.722168
	Iteration 14Q: 3 clusters Score -3592147 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3592836.250000 Penalty: 5282.722168
	Iteration 15Q: 3 clusters Score -3592836 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3593316.250000 Penalty: 5282.722168
	Iteration 16Q: 3 clusters Score -3593316 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3593593.250000 Penalty: 5282.722168
	Iteration 17Q: 3 clusters Score -3593593 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3593738.250000 Penalty: 5282.722168
	Iteration 18Q: 3 clusters Score -3593738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3593783.250000 Penalty: 5282.722168
	Iteration 19Q: 3 clusters Score -3593783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3593794.250000 Penalty: 5282.722168
	Iteration 20F: 3 clusters Score -3593794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3593781.250000 Penalty: 5282.722168
	Iteration 21Q: 3 clusters Score -3593781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3593790.000000 Penalty: 5282.722168
	Iteration 22Q: 3 clusters Score -3593790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3593790.750000 Penalty: 5282.722168
	Iteration 23Q: 3 clusters Score -3593791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3593791.000000 Penalty: 5282.722168
	Iteration 24Q: 3 clusters Score -3593791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3593792.250000 Penalty: 5282.722168
	Iteration 25Q: 3 clusters Score -3593792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3593794.750000 Penalty: 5282.722168
	Iteration 26Q: 3 clusters Score -3593795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3593796.000000 Penalty: 5282.722168
	Iteration 27Q: 3 clusters Score -3593796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3593793.250000 Penalty: 5282.722168
	Iteration 28Q: 3 clusters Score -3593793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3593796.750000 Penalty: 5282.722168
	Iteration 29Q: 3 clusters Score -3593797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3593796.750000 Penalty: 5282.722168
	Iteration 30F: 3 clusters Score -3593797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 14553 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 31084 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 16224 members 
Mstep: Class 16 contains 109639 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Mstep: Class 25 contains 7572 members 
Mstep: Class 26 contains 5368 members 
Mstep: Class 27 contains 5047 members 
Mstep: Class 28 contains 11136 members 
Entering Unmasked Estep 
Score: -38104892.000000 Penalty: 90620.265625
Splitting cluster 13 changes total score from -38088476.000000 to -38104892.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (10147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Entering Unmasked Estep 
Score: -860990.500000 Penalty: 2287.783447
	Iteration 0F: 2 clusters Score -860990.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -853209.562500 Penalty: 4575.566895
	Iteration 0F: 3 clusters Score -853209.6 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -855613.375000 Penalty: 4575.566895
	Iteration 1F: 3 clusters Score -855613.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -856339.312500 Penalty: 4575.566895
	Iteration 2F: 3 clusters Score -856339.3 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -857575.125000 Penalty: 4575.566895
	Iteration 3F: 3 clusters Score -857575.1 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -859200.312500 Penalty: 4575.566895
	Iteration 4F: 3 clusters Score -859200.3 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -860469.250000 Penalty: 4575.566895
	Iteration 5F: 3 clusters Score -860469.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -861048.437500 Penalty: 4575.566895
	Iteration 6F: 3 clusters Score -861048.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -861256.062500 Penalty: 4575.566895
	Iteration 7Q: 3 clusters Score -861256.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -861345.937500 Penalty: 4575.566895
	Iteration 8Q: 3 clusters Score -861345.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -861394.500000 Penalty: 4575.566895
	Iteration 9Q: 3 clusters Score -861394.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -861418.937500 Penalty: 4575.566895
	Iteration 10Q: 3 clusters Score -861418.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -861434.250000 Penalty: 4575.566895
	Iteration 11Q: 3 clusters Score -861434.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -861443.312500 Penalty: 4575.566895
	Iteration 12Q: 3 clusters Score -861443.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -861447.125000 Penalty: 4575.566895
	Iteration 13Q: 3 clusters Score -861447.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -861454.000000 Penalty: 4575.566895
	Iteration 14Q: 3 clusters Score -861454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -861456.375000 Penalty: 4575.566895
	Iteration 15Q: 3 clusters Score -861456.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -861458.437500 Penalty: 4575.566895
	Iteration 16Q: 3 clusters Score -861458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -861461.312500 Penalty: 4575.566895
	Iteration 17Q: 3 clusters Score -861461.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -861461.687500 Penalty: 4575.566895
	Iteration 18Q: 3 clusters Score -861461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -861463.187500 Penalty: 4575.566895
	Iteration 19Q: 3 clusters Score -861463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -861462.437500 Penalty: 4575.566895
	Iteration 20F: 3 clusters Score -861462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -861461.687500 Penalty: 4575.566895
	Iteration 21Q: 3 clusters Score -861461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -861461.687500 Penalty: 4575.566895
	Iteration 22F: 3 clusters Score -861461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 14553 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 31084 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 16224 members 
Mstep: Class 16 contains 109639 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Mstep: Class 25 contains 7572 members 
Mstep: Class 26 contains 5368 members 
Mstep: Class 27 contains 5047 members 
Mstep: Class 28 contains 11136 members 
Mstep: Class 29 contains 6773 members 
Entering Unmasked Estep 
Score: -38104420.000000 Penalty: 93856.703125
Splitting cluster 14 changes total score from -38088476.000000 to -38104420.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (16224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Entering Unmasked Estep 
Score: -1389711.375000 Penalty: 2404.173340
	Iteration 0F: 2 clusters Score -1389711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1378118.750000 Penalty: 4808.346680
	Iteration 0F: 3 clusters Score -1378119 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1381956.875000 Penalty: 4808.346680
	Iteration 1F: 3 clusters Score -1381957 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1382516.750000 Penalty: 4808.346680
	Iteration 2F: 3 clusters Score -1382517 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1383085.500000 Penalty: 4808.346680
	Iteration 3F: 3 clusters Score -1383086 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1383797.000000 Penalty: 4808.346680
	Iteration 4F: 3 clusters Score -1383797 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1384666.125000 Penalty: 4808.346680
	Iteration 5F: 3 clusters Score -1384666 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1385791.875000 Penalty: 4808.346680
	Iteration 6F: 3 clusters Score -1385792 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1387262.125000 Penalty: 4808.346680
	Iteration 7F: 3 clusters Score -1387262 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1389001.250000 Penalty: 4808.346680
	Iteration 8F: 3 clusters Score -1389001 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1390294.125000 Penalty: 4808.346680
	Iteration 9F: 3 clusters Score -1390294 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1391155.500000 Penalty: 4808.346680
	Iteration 10Q: 3 clusters Score -1391156 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1391765.875000 Penalty: 4808.346680
	Iteration 11Q: 3 clusters Score -1391766 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1392151.375000 Penalty: 4808.346680
	Iteration 12Q: 3 clusters Score -1392151 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1392266.000000 Penalty: 4808.346680
	Iteration 13Q: 3 clusters Score -1392266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1392304.375000 Penalty: 4808.346680
	Iteration 14Q: 3 clusters Score -1392304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1392326.875000 Penalty: 4808.346680
	Iteration 15Q: 3 clusters Score -1392327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1392330.750000 Penalty: 4808.346680
	Iteration 16Q: 3 clusters Score -1392331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1392331.625000 Penalty: 4808.346680
	Iteration 17Q: 3 clusters Score -1392332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1392331.250000 Penalty: 4808.346680
	Iteration 18Q: 3 clusters Score -1392331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1392331.000000 Penalty: 4808.346680
	Iteration 19Q: 3 clusters Score -1392331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1392336.750000 Penalty: 4808.346680
	Iteration 20F: 3 clusters Score -1392337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1392337.500000 Penalty: 4808.346680
	Iteration 21Q: 3 clusters Score -1392338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1392340.375000 Penalty: 4808.346680
	Iteration 22Q: 3 clusters Score -1392340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1392338.750000 Penalty: 4808.346680
	Iteration 23Q: 3 clusters Score -1392339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1392338.750000 Penalty: 4808.346680
	Iteration 24F: 3 clusters Score -1392339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 14553 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 31084 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 9847 members 
Mstep: Class 16 contains 109639 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 42106 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Mstep: Class 25 contains 7572 members 
Mstep: Class 26 contains 5368 members 
Mstep: Class 27 contains 5047 members 
Mstep: Class 28 contains 11136 members 
Mstep: Class 29 contains 6773 members 
Mstep: Class 30 contains 6377 members 
Entering Unmasked Estep 
Score: -38106392.000000 Penalty: 97093.140625
Splitting cluster 15 changes total score from -38088476.000000 to -38106392.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -519220.500000 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -519220.5 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 3098 members 
Entering Unmasked Estep 
Score: -513888.968750 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -513889 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -515358.218750 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -515358.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -515638.406250 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -515638.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -515814.312500 Penalty: 4339.709961
	Iteration 3F: 3 clusters Score -515814.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -515931.781250 Penalty: 4339.709961
	Iteration 4Q: 3 clusters Score -515931.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -516027.406250 Penalty: 4339.709961
	Iteration 5Q: 3 clusters Score -516027.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -516111.156250 Penalty: 4339.709961
	Iteration 6Q: 3 clusters Score -516111.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -516192.687500 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -516192.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -516264.625000 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -516264.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -516327.468750 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -516327.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -516394.437500 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -516394.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -516469.937500 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -516469.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -516564.250000 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -516564.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -516637.781250 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -516637.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -516705.656250 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -516705.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -516769.343750 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -516769.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -516824.031250 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -516824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -516891.843750 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -516891.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -516950.406250 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -516950.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -517031.718750 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -517031.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -517127.750000 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -517127.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -517229.375000 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -517229.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -517330.468750 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -517330.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -517423.968750 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -517424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -517551.937500 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -517551.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -517662.062500 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -517662.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -517741.906250 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -517741.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -517796.718750 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -517796.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -517832.968750 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -517833 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -517862.687500 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -517862.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -517883.437500 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -517883.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -517900.062500 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -517900.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -517912.218750 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -517912.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -517922.781250 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -517922.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -517931.875000 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -517931.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -517941.687500 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -517941.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -517952.250000 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -517952.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -517969.625000 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -517969.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -517988.250000 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -517988.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -518015.218750 Penalty: 4339.709961
	Iteration 39Q: 3 clusters Score -518015.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -518050.000000 Penalty: 4339.709961
	Iteration 40F: 3 clusters Score -518050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -518113.500000 Penalty: 4339.709961
	Iteration 41Q: 3 clusters Score -518113.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -518213.468750 Penalty: 4339.709961
	Iteration 42Q: 3 clusters Score -518213.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -518345.656250 Penalty: 4339.709961
	Iteration 43Q: 3 clusters Score -518345.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -518517.437500 Penalty: 4339.709961
	Iteration 44Q: 3 clusters Score -518517.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -518650.156250 Penalty: 4339.709961
	Iteration 45Q: 3 clusters Score -518650.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -518760.656250 Penalty: 4339.709961
	Iteration 46Q: 3 clusters Score -518760.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -518859.031250 Penalty: 4339.709961
	Iteration 47Q: 3 clusters Score -518859 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -518939.875000 Penalty: 4339.709961
	Iteration 48Q: 3 clusters Score -518939.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -519001.531250 Penalty: 4339.709961
	Iteration 49Q: 3 clusters Score -519001.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -519041.968750 Penalty: 4339.709961
	Iteration 50Q: 3 clusters Score -519042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -519068.500000 Penalty: 4339.709961
	Iteration 51Q: 3 clusters Score -519068.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -519085.093750 Penalty: 4339.709961
	Iteration 52Q: 3 clusters Score -519085.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -519093.562500 Penalty: 4339.709961
	Iteration 53Q: 3 clusters Score -519093.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -519101.250000 Penalty: 4339.709961
	Iteration 54Q: 3 clusters Score -519101.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -519106.531250 Penalty: 4339.709961
	Iteration 55Q: 3 clusters Score -519106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -519108.687500 Penalty: 4339.709961
	Iteration 56Q: 3 clusters Score -519108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -519111.843750 Penalty: 4339.709961
	Iteration 57Q: 3 clusters Score -519111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -519113.718750 Penalty: 4339.709961
	Iteration 58Q: 3 clusters Score -519113.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -519115.343750 Penalty: 4339.709961
	Iteration 59Q: 3 clusters Score -519115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -519124.687500 Penalty: 4339.709961
	Iteration 60F: 3 clusters Score -519124.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -519134.281250 Penalty: 4339.709961
	Iteration 61Q: 3 clusters Score -519134.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -519144.468750 Penalty: 4339.709961
	Iteration 62Q: 3 clusters Score -519144.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -519151.656250 Penalty: 4339.709961
	Iteration 63Q: 3 clusters Score -519151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -519160.906250 Penalty: 4339.709961
	Iteration 64Q: 3 clusters Score -519160.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -519166.562500 Penalty: 4339.709961
	Iteration 65Q: 3 clusters Score -519166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -519168.500000 Penalty: 4339.709961
	Iteration 66Q: 3 clusters Score -519168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -519168.531250 Penalty: 4339.709961
	Iteration 67Q: 3 clusters Score -519168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -519169.531250 Penalty: 4339.709961
	Iteration 68Q: 3 clusters Score -519169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -519170.656250 Penalty: 4339.709961
	Iteration 69Q: 3 clusters Score -519170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -519171.156250 Penalty: 4339.709961
	Iteration 70Q: 3 clusters Score -519171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -519172.000000 Penalty: 4339.709961
	Iteration 71Q: 3 clusters Score -519172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -519172.812500 Penalty: 4339.709961
	Iteration 72Q: 3 clusters Score -519172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -519172.812500 Penalty: 4339.709961
	Iteration 73F: 3 clusters Score -519172.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -829073.000000 Penalty: 2308.229248
	Iteration 0F: 2 clusters Score -829073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -820782.000000 Penalty: 4616.458496
	Iteration 0F: 3 clusters Score -820782 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -823520.312500 Penalty: 4616.458496
	Iteration 1F: 3 clusters Score -823520.3 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -824085.187500 Penalty: 4616.458496
	Iteration 2F: 3 clusters Score -824085.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -824556.250000 Penalty: 4616.458496
	Iteration 3F: 3 clusters Score -824556.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -824918.625000 Penalty: 4616.458496
	Iteration 4F: 3 clusters Score -824918.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -825284.625000 Penalty: 4616.458496
	Iteration 5F: 3 clusters Score -825284.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -825629.750000 Penalty: 4616.458496
	Iteration 6Q: 3 clusters Score -825629.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -825925.875000 Penalty: 4616.458496
	Iteration 7Q: 3 clusters Score -825925.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -826202.437500 Penalty: 4616.458496
	Iteration 8Q: 3 clusters Score -826202.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -826478.062500 Penalty: 4616.458496
	Iteration 9Q: 3 clusters Score -826478.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -826742.812500 Penalty: 4616.458496
	Iteration 10Q: 3 clusters Score -826742.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -826913.500000 Penalty: 4616.458496
	Iteration 11Q: 3 clusters Score -826913.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -827049.062500 Penalty: 4616.458496
	Iteration 12Q: 3 clusters Score -827049.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -827165.875000 Penalty: 4616.458496
	Iteration 13Q: 3 clusters Score -827165.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -827285.625000 Penalty: 4616.458496
	Iteration 14Q: 3 clusters Score -827285.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -827364.375000 Penalty: 4616.458496
	Iteration 15Q: 3 clusters Score -827364.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -827460.875000 Penalty: 4616.458496
	Iteration 16Q: 3 clusters Score -827460.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -827537.437500 Penalty: 4616.458496
	Iteration 17Q: 3 clusters Score -827537.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -827598.000000 Penalty: 4616.458496
	Iteration 18Q: 3 clusters Score -827598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -827641.187500 Penalty: 4616.458496
	Iteration 19Q: 3 clusters Score -827641.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -827670.562500 Penalty: 4616.458496
	Iteration 20F: 3 clusters Score -827670.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -827692.250000 Penalty: 4616.458496
	Iteration 21Q: 3 clusters Score -827692.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -827708.312500 Penalty: 4616.458496
	Iteration 22Q: 3 clusters Score -827708.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -827717.937500 Penalty: 4616.458496
	Iteration 23Q: 3 clusters Score -827717.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -827725.000000 Penalty: 4616.458496
	Iteration 24Q: 3 clusters Score -827725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -827729.875000 Penalty: 4616.458496
	Iteration 25Q: 3 clusters Score -827729.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -827735.687500 Penalty: 4616.458496
	Iteration 26Q: 3 clusters Score -827735.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -827740.312500 Penalty: 4616.458496
	Iteration 27Q: 3 clusters Score -827740.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -827744.250000 Penalty: 4616.458496
	Iteration 28Q: 3 clusters Score -827744.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -827746.187500 Penalty: 4616.458496
	Iteration 29Q: 3 clusters Score -827746.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -827748.875000 Penalty: 4616.458496
	Iteration 30Q: 3 clusters Score -827748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -827750.937500 Penalty: 4616.458496
	Iteration 31Q: 3 clusters Score -827750.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -827753.937500 Penalty: 4616.458496
	Iteration 32Q: 3 clusters Score -827753.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -827757.062500 Penalty: 4616.458496
	Iteration 33Q: 3 clusters Score -827757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -827757.125000 Penalty: 4616.458496
	Iteration 34Q: 3 clusters Score -827757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -827760.812500 Penalty: 4616.458496
	Iteration 35Q: 3 clusters Score -827760.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -827764.062500 Penalty: 4616.458496
	Iteration 36Q: 3 clusters Score -827764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -827767.062500 Penalty: 4616.458496
	Iteration 37Q: 3 clusters Score -827767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -827769.625000 Penalty: 4616.458496
	Iteration 38Q: 3 clusters Score -827769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -827772.500000 Penalty: 4616.458496
	Iteration 39Q: 3 clusters Score -827772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -827773.250000 Penalty: 4616.458496
	Iteration 40F: 3 clusters Score -827773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -827774.562500 Penalty: 4616.458496
	Iteration 41Q: 3 clusters Score -827774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -827773.875000 Penalty: 4616.458496
	Iteration 42Q: 3 clusters Score -827773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -827773.875000 Penalty: 4616.458496
	Iteration 43F: 3 clusters Score -827773.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Entering Unmasked Estep 
Score: -1069381.500000 Penalty: 2333.601562
	Iteration 0F: 2 clusters Score -1069382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1060354.250000 Penalty: 4667.203125
	Iteration 0F: 3 clusters Score -1060354 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1063136.250000 Penalty: 4667.203125
	Iteration 1F: 3 clusters Score -1063136 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1063477.625000 Penalty: 4667.203125
	Iteration 2F: 3 clusters Score -1063478 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1063733.125000 Penalty: 4667.203125
	Iteration 3Q: 3 clusters Score -1063733 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1063974.875000 Penalty: 4667.203125
	Iteration 4Q: 3 clusters Score -1063975 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1064231.625000 Penalty: 4667.203125
	Iteration 5Q: 3 clusters Score -1064232 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1064499.000000 Penalty: 4667.203125
	Iteration 6Q: 3 clusters Score -1064499 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1064754.250000 Penalty: 4667.203125
	Iteration 7Q: 3 clusters Score -1064754 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1064967.375000 Penalty: 4667.203125
	Iteration 8Q: 3 clusters Score -1064967 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1065165.375000 Penalty: 4667.203125
	Iteration 9Q: 3 clusters Score -1065165 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1065362.125000 Penalty: 4667.203125
	Iteration 10Q: 3 clusters Score -1065362 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1065548.125000 Penalty: 4667.203125
	Iteration 11Q: 3 clusters Score -1065548 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1065746.625000 Penalty: 4667.203125
	Iteration 12Q: 3 clusters Score -1065747 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1065966.375000 Penalty: 4667.203125
	Iteration 13Q: 3 clusters Score -1065966 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1066235.375000 Penalty: 4667.203125
	Iteration 14Q: 3 clusters Score -1066235 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1066558.625000 Penalty: 4667.203125
	Iteration 15Q: 3 clusters Score -1066559 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1066918.125000 Penalty: 4667.203125
	Iteration 16Q: 3 clusters Score -1066918 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1067247.375000 Penalty: 4667.203125
	Iteration 17Q: 3 clusters Score -1067247 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1067506.375000 Penalty: 4667.203125
	Iteration 18Q: 3 clusters Score -1067506 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1067679.375000 Penalty: 4667.203125
	Iteration 19Q: 3 clusters Score -1067679 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1067790.250000 Penalty: 4667.203125
	Iteration 20F: 3 clusters Score -1067790 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1067867.125000 Penalty: 4667.203125
	Iteration 21Q: 3 clusters Score -1067867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1067924.875000 Penalty: 4667.203125
	Iteration 22Q: 3 clusters Score -1067925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1067967.875000 Penalty: 4667.203125
	Iteration 23Q: 3 clusters Score -1067968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1068001.375000 Penalty: 4667.203125
	Iteration 24Q: 3 clusters Score -1068001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1068025.375000 Penalty: 4667.203125
	Iteration 25Q: 3 clusters Score -1068025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1068043.750000 Penalty: 4667.203125
	Iteration 26Q: 3 clusters Score -1068044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1068051.750000 Penalty: 4667.203125
	Iteration 27Q: 3 clusters Score -1068052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1068062.625000 Penalty: 4667.203125
	Iteration 28Q: 3 clusters Score -1068063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1068072.375000 Penalty: 4667.203125
	Iteration 29Q: 3 clusters Score -1068072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1068076.625000 Penalty: 4667.203125
	Iteration 30Q: 3 clusters Score -1068077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1068083.875000 Penalty: 4667.203125
	Iteration 31Q: 3 clusters Score -1068084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1068089.125000 Penalty: 4667.203125
	Iteration 32Q: 3 clusters Score -1068089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1068087.625000 Penalty: 4667.203125
	Iteration 33Q: 3 clusters Score -1068088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1068089.625000 Penalty: 4667.203125
	Iteration 34Q: 3 clusters Score -1068090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1068089.750000 Penalty: 4667.203125
	Iteration 35Q: 3 clusters Score -1068090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1068089.125000 Penalty: 4667.203125
	Iteration 36Q: 3 clusters Score -1068089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1068089.125000 Penalty: 4667.203125
	Iteration 37F: 3 clusters Score -1068089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Entering Unmasked Estep 
Score: -848608.750000 Penalty: 2271.991211
	Iteration 0F: 2 clusters Score -848608.8 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 4700 members 
Entering Unmasked Estep 
Score: -841247.250000 Penalty: 4543.982422
	Iteration 0F: 3 clusters Score -841247.2 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -843365.562500 Penalty: 4543.982422
	Iteration 1F: 3 clusters Score -843365.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -843620.062500 Penalty: 4543.982422
	Iteration 2F: 3 clusters Score -843620.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -843813.750000 Penalty: 4543.982422
	Iteration 3Q: 3 clusters Score -843813.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -843960.500000 Penalty: 4543.982422
	Iteration 4Q: 3 clusters Score -843960.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -844061.125000 Penalty: 4543.982422
	Iteration 5Q: 3 clusters Score -844061.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -844142.812500 Penalty: 4543.982422
	Iteration 6Q: 3 clusters Score -844142.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -844234.187500 Penalty: 4543.982422
	Iteration 7Q: 3 clusters Score -844234.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -844323.500000 Penalty: 4543.982422
	Iteration 8Q: 3 clusters Score -844323.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -844427.312500 Penalty: 4543.982422
	Iteration 9Q: 3 clusters Score -844427.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -844538.312500 Penalty: 4543.982422
	Iteration 10Q: 3 clusters Score -844538.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -844677.437500 Penalty: 4543.982422
	Iteration 11Q: 3 clusters Score -844677.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -844864.812500 Penalty: 4543.982422
	Iteration 12Q: 3 clusters Score -844864.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -845090.250000 Penalty: 4543.982422
	Iteration 13Q: 3 clusters Score -845090.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -845338.250000 Penalty: 4543.982422
	Iteration 14Q: 3 clusters Score -845338.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -845583.937500 Penalty: 4543.982422
	Iteration 15Q: 3 clusters Score -845583.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -845798.250000 Penalty: 4543.982422
	Iteration 16Q: 3 clusters Score -845798.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -846006.500000 Penalty: 4543.982422
	Iteration 17Q: 3 clusters Score -846006.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -846169.437500 Penalty: 4543.982422
	Iteration 18Q: 3 clusters Score -846169.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -846289.625000 Penalty: 4543.982422
	Iteration 19Q: 3 clusters Score -846289.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -846378.000000 Penalty: 4543.982422
	Iteration 20F: 3 clusters Score -846378 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -846425.437500 Penalty: 4543.982422
	Iteration 21Q: 3 clusters Score -846425.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -846473.625000 Penalty: 4543.982422
	Iteration 22Q: 3 clusters Score -846473.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -846510.437500 Penalty: 4543.982422
	Iteration 23Q: 3 clusters Score -846510.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -846542.750000 Penalty: 4543.982422
	Iteration 24Q: 3 clusters Score -846542.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -846578.750000 Penalty: 4543.982422
	Iteration 25Q: 3 clusters Score -846578.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -846600.062500 Penalty: 4543.982422
	Iteration 26Q: 3 clusters Score -846600.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -846617.312500 Penalty: 4543.982422
	Iteration 27Q: 3 clusters Score -846617.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -846629.562500 Penalty: 4543.982422
	Iteration 28Q: 3 clusters Score -846629.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -846638.250000 Penalty: 4543.982422
	Iteration 29Q: 3 clusters Score -846638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -846641.187500 Penalty: 4543.982422
	Iteration 30Q: 3 clusters Score -846641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -846643.812500 Penalty: 4543.982422
	Iteration 31Q: 3 clusters Score -846643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -846643.812500 Penalty: 4543.982422
	Iteration 32F: 3 clusters Score -846643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Entering Unmasked Estep 
Score: -3499112.500000 Penalty: 2640.690430
	Iteration 0F: 2 clusters Score -3499112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3470627.250000 Penalty: 5281.380859
	Iteration 0F: 3 clusters Score -3470627 nChanged 19278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3481536.500000 Penalty: 5281.380859
	Iteration 1F: 3 clusters Score -3481536 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3482732.250000 Penalty: 5281.380859
	Iteration 2F: 3 clusters Score -3482732 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3484925.250000 Penalty: 5281.380859
	Iteration 3F: 3 clusters Score -3484925 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3488579.750000 Penalty: 5281.380859
	Iteration 4F: 3 clusters Score -3488580 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3492809.000000 Penalty: 5281.380859
	Iteration 5F: 3 clusters Score -3492809 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3495941.750000 Penalty: 5281.380859
	Iteration 6F: 3 clusters Score -3495942 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3497733.500000 Penalty: 5281.380859
	Iteration 7F: 3 clusters Score -3497734 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -3498720.500000 Penalty: 5281.380859
	Iteration 8Q: 3 clusters Score -3498720 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3499444.500000 Penalty: 5281.380859
	Iteration 9Q: 3 clusters Score -3499444 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3500008.500000 Penalty: 5281.380859
	Iteration 10Q: 3 clusters Score -3500008 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3500590.500000 Penalty: 5281.380859
	Iteration 11Q: 3 clusters Score -3500590 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3501189.750000 Penalty: 5281.380859
	Iteration 12Q: 3 clusters Score -3501190 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3501694.500000 Penalty: 5281.380859
	Iteration 13Q: 3 clusters Score -3501694 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3502087.750000 Penalty: 5281.380859
	Iteration 14Q: 3 clusters Score -3502088 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3502406.000000 Penalty: 5281.380859
	Iteration 15Q: 3 clusters Score -3502406 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3502610.250000 Penalty: 5281.380859
	Iteration 16Q: 3 clusters Score -3502610 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3502705.000000 Penalty: 5281.380859
	Iteration 17Q: 3 clusters Score -3502705 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3502746.750000 Penalty: 5281.380859
	Iteration 18Q: 3 clusters Score -3502747 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3502789.750000 Penalty: 5281.380859
	Iteration 19Q: 3 clusters Score -3502790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3502824.500000 Penalty: 5281.380859
	Iteration 20F: 3 clusters Score -3502824 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3502860.750000 Penalty: 5281.380859
	Iteration 21Q: 3 clusters Score -3502861 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3502883.250000 Penalty: 5281.380859
	Iteration 22Q: 3 clusters Score -3502883 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3502898.000000 Penalty: 5281.380859
	Iteration 23Q: 3 clusters Score -3502898 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3502923.500000 Penalty: 5281.380859
	Iteration 24Q: 3 clusters Score -3502924 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3502940.500000 Penalty: 5281.380859
	Iteration 25Q: 3 clusters Score -3502940 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3502977.000000 Penalty: 5281.380859
	Iteration 26Q: 3 clusters Score -3502977 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3503019.250000 Penalty: 5281.380859
	Iteration 27Q: 3 clusters Score -3503019 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3503042.750000 Penalty: 5281.380859
	Iteration 28Q: 3 clusters Score -3503043 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3503061.250000 Penalty: 5281.380859
	Iteration 29Q: 3 clusters Score -3503061 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3503085.750000 Penalty: 5281.380859
	Iteration 30Q: 3 clusters Score -3503086 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3503103.000000 Penalty: 5281.380859
	Iteration 31Q: 3 clusters Score -3503103 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3503126.000000 Penalty: 5281.380859
	Iteration 32Q: 3 clusters Score -3503126 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3503164.000000 Penalty: 5281.380859
	Iteration 33Q: 3 clusters Score -3503164 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3503179.750000 Penalty: 5281.380859
	Iteration 34Q: 3 clusters Score -3503180 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3503195.500000 Penalty: 5281.380859
	Iteration 35Q: 3 clusters Score -3503196 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3503212.250000 Penalty: 5281.380859
	Iteration 36Q: 3 clusters Score -3503212 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3503222.500000 Penalty: 5281.380859
	Iteration 37Q: 3 clusters Score -3503222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3503246.500000 Penalty: 5281.380859
	Iteration 38Q: 3 clusters Score -3503246 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3503247.250000 Penalty: 5281.380859
	Iteration 39Q: 3 clusters Score -3503247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3503258.000000 Penalty: 5281.380859
	Iteration 40F: 3 clusters Score -3503258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3503263.750000 Penalty: 5281.380859
	Iteration 41Q: 3 clusters Score -3503264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3503268.500000 Penalty: 5281.380859
	Iteration 42Q: 3 clusters Score -3503268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3503280.250000 Penalty: 5281.380859
	Iteration 43Q: 3 clusters Score -3503280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3503284.750000 Penalty: 5281.380859
	Iteration 44Q: 3 clusters Score -3503285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3503280.500000 Penalty: 5281.380859
	Iteration 45Q: 3 clusters Score -3503280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3503285.250000 Penalty: 5281.380859
	Iteration 46Q: 3 clusters Score -3503285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3503275.500000 Penalty: 5281.380859
	Iteration 47Q: 3 clusters Score -3503276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3503289.500000 Penalty: 5281.380859
	Iteration 48Q: 3 clusters Score -3503290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3503287.500000 Penalty: 5281.380859
	Iteration 49Q: 3 clusters Score -3503288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3503288.750000 Penalty: 5281.380859
	Iteration 50Q: 3 clusters Score -3503289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3503287.250000 Penalty: 5281.380859
	Iteration 51Q: 3 clusters Score -3503287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3503294.500000 Penalty: 5281.380859
	Iteration 52Q: 3 clusters Score -3503294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3503295.750000 Penalty: 5281.380859
	Iteration 53Q: 3 clusters Score -3503296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3503299.000000 Penalty: 5281.380859
	Iteration 54Q: 3 clusters Score -3503299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3503310.750000 Penalty: 5281.380859
	Iteration 55Q: 3 clusters Score -3503311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3503312.250000 Penalty: 5281.380859
	Iteration 56Q: 3 clusters Score -3503312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3503324.250000 Penalty: 5281.380859
	Iteration 57Q: 3 clusters Score -3503324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3503323.000000 Penalty: 5281.380859
	Iteration 58Q: 3 clusters Score -3503323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3503325.500000 Penalty: 5281.380859
	Iteration 59Q: 3 clusters Score -3503326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3503334.250000 Penalty: 5281.380859
	Iteration 60F: 3 clusters Score -3503334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3503330.500000 Penalty: 5281.380859
	Iteration 61Q: 3 clusters Score -3503330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3503329.000000 Penalty: 5281.380859
	Iteration 62Q: 3 clusters Score -3503329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3503331.250000 Penalty: 5281.380859
	Iteration 63Q: 3 clusters Score -3503331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3503331.000000 Penalty: 5281.380859
	Iteration 64Q: 3 clusters Score -3503331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3503328.500000 Penalty: 5281.380859
	Iteration 65Q: 3 clusters Score -3503328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3503328.250000 Penalty: 5281.380859
	Iteration 66Q: 3 clusters Score -3503328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3503334.500000 Penalty: 5281.380859
	Iteration 67Q: 3 clusters Score -3503334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3503334.500000 Penalty: 5281.380859
	Iteration 68Q: 3 clusters Score -3503334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3503332.250000 Penalty: 5281.380859
	Iteration 69Q: 3 clusters Score -3503332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3503344.500000 Penalty: 5281.380859
	Iteration 70Q: 3 clusters Score -3503344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3503348.000000 Penalty: 5281.380859
	Iteration 71Q: 3 clusters Score -3503348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3503346.750000 Penalty: 5281.380859
	Iteration 72Q: 3 clusters Score -3503347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3503346.250000 Penalty: 5281.380859
	Iteration 73Q: 3 clusters Score -3503346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3503336.000000 Penalty: 5281.380859
	Iteration 74Q: 3 clusters Score -3503336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3503338.250000 Penalty: 5281.380859
	Iteration 75Q: 3 clusters Score -3503338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3503346.000000 Penalty: 5281.380859
	Iteration 76Q: 3 clusters Score -3503346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3503347.500000 Penalty: 5281.380859
	Iteration 77Q: 3 clusters Score -3503348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3503348.250000 Penalty: 5281.380859
	Iteration 78Q: 3 clusters Score -3503348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3503352.250000 Penalty: 5281.380859
	Iteration 79Q: 3 clusters Score -3503352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3503358.000000 Penalty: 5281.380859
	Iteration 80F: 3 clusters Score -3503358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3503357.750000 Penalty: 5281.380859
	Iteration 81Q: 3 clusters Score -3503358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3503369.750000 Penalty: 5281.380859
	Iteration 82Q: 3 clusters Score -3503370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3503364.000000 Penalty: 5281.380859
	Iteration 83Q: 3 clusters Score -3503364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3503364.500000 Penalty: 5281.380859
	Iteration 84Q: 3 clusters Score -3503364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3503365.000000 Penalty: 5281.380859
	Iteration 85Q: 3 clusters Score -3503365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3503368.500000 Penalty: 5281.380859
	Iteration 86Q: 3 clusters Score -3503368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3503367.000000 Penalty: 5281.380859
	Iteration 87Q: 3 clusters Score -3503367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3503365.750000 Penalty: 5281.380859
	Iteration 88Q: 3 clusters Score -3503366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3503356.500000 Penalty: 5281.380859
	Iteration 89Q: 3 clusters Score -3503356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -3503362.000000 Penalty: 5281.380859
	Iteration 90Q: 3 clusters Score -3503362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3503361.000000 Penalty: 5281.380859
	Iteration 91Q: 3 clusters Score -3503361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3503356.000000 Penalty: 5281.380859
	Iteration 92Q: 3 clusters Score -3503356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3503357.250000 Penalty: 5281.380859
	Iteration 93Q: 3 clusters Score -3503357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3503358.500000 Penalty: 5281.380859
	Iteration 94Q: 3 clusters Score -3503358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3503353.000000 Penalty: 5281.380859
	Iteration 95Q: 3 clusters Score -3503353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3503357.250000 Penalty: 5281.380859
	Iteration 96Q: 3 clusters Score -3503357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3503351.000000 Penalty: 5281.380859
	Iteration 97Q: 3 clusters Score -3503351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3503353.750000 Penalty: 5281.380859
	Iteration 98Q: 3 clusters Score -3503354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3503352.250000 Penalty: 5281.380859
	Iteration 99Q: 3 clusters Score -3503352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3503355.750000 Penalty: 5281.380859
	Iteration 100F: 3 clusters Score -3503356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3503360.500000 Penalty: 5281.380859
	Iteration 101Q: 3 clusters Score -3503360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3503356.250000 Penalty: 5281.380859
	Iteration 102Q: 3 clusters Score -3503356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3503356.250000 Penalty: 5281.380859
	Iteration 103Q: 3 clusters Score -3503356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3503355.000000 Penalty: 5281.380859
	Iteration 104Q: 3 clusters Score -3503355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3503356.750000 Penalty: 5281.380859
	Iteration 105Q: 3 clusters Score -3503357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3503357.000000 Penalty: 5281.380859
	Iteration 106Q: 3 clusters Score -3503357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3503350.250000 Penalty: 5281.380859
	Iteration 107Q: 3 clusters Score -3503350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3503351.750000 Penalty: 5281.380859
	Iteration 108Q: 3 clusters Score -3503352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3503345.250000 Penalty: 5281.380859
	Iteration 109Q: 3 clusters Score -3503345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3503352.750000 Penalty: 5281.380859
	Iteration 110Q: 3 clusters Score -3503353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3503353.000000 Penalty: 5281.380859
	Iteration 111Q: 3 clusters Score -3503353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3503353.000000 Penalty: 5281.380859
	Iteration 112Q: 3 clusters Score -3503353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3503359.500000 Penalty: 5281.380859
	Iteration 113Q: 3 clusters Score -3503360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3503363.000000 Penalty: 5281.380859
	Iteration 114Q: 3 clusters Score -3503363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3503367.250000 Penalty: 5281.380859
	Iteration 115Q: 3 clusters Score -3503367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3503363.500000 Penalty: 5281.380859
	Iteration 116Q: 3 clusters Score -3503364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3503357.500000 Penalty: 5281.380859
	Iteration 117Q: 3 clusters Score -3503358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3503358.250000 Penalty: 5281.380859
	Iteration 118Q: 3 clusters Score -3503358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3503365.750000 Penalty: 5281.380859
	Iteration 119Q: 3 clusters Score -3503366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3503358.000000 Penalty: 5281.380859
	Iteration 120F: 3 clusters Score -3503358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3503358.000000 Penalty: 5281.380859
	Iteration 121Q: 3 clusters Score -3503358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3503354.000000 Penalty: 5281.380859
	Iteration 122Q: 3 clusters Score -3503354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3503354.750000 Penalty: 5281.380859
	Iteration 123Q: 3 clusters Score -3503355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3503353.000000 Penalty: 5281.380859
	Iteration 124Q: 3 clusters Score -3503353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3503353.000000 Penalty: 5281.380859
	Iteration 125F: 3 clusters Score -3503353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 14553 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 31084 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 9847 members 
Mstep: Class 16 contains 109639 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 23689 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Mstep: Class 25 contains 7572 members 
Mstep: Class 26 contains 5368 members 
Mstep: Class 27 contains 5047 members 
Mstep: Class 28 contains 11136 members 
Mstep: Class 29 contains 6773 members 
Mstep: Class 30 contains 6377 members 
Mstep: Class 31 contains 18417 members 
Entering Unmasked Estep 
Score: -38110100.000000 Penalty: 100329.578125
Splitting cluster 21 changes total score from -38088476.000000 to -38110100.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (13577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Entering Unmasked Estep 
Score: -1108081.375000 Penalty: 2360.000732
	Iteration 0F: 2 clusters Score -1108081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1098092.500000 Penalty: 4720.001465
	Iteration 0F: 3 clusters Score -1098092 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1101590.125000 Penalty: 4720.001465
	Iteration 1F: 3 clusters Score -1101590 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1102426.375000 Penalty: 4720.001465
	Iteration 2F: 3 clusters Score -1102426 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1103282.750000 Penalty: 4720.001465
	Iteration 3F: 3 clusters Score -1103283 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1104019.750000 Penalty: 4720.001465
	Iteration 4F: 3 clusters Score -1104020 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1104608.750000 Penalty: 4720.001465
	Iteration 5F: 3 clusters Score -1104609 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1105153.000000 Penalty: 4720.001465
	Iteration 6F: 3 clusters Score -1105153 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1105635.250000 Penalty: 4720.001465
	Iteration 7Q: 3 clusters Score -1105635 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1106071.250000 Penalty: 4720.001465
	Iteration 8Q: 3 clusters Score -1106071 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1106459.125000 Penalty: 4720.001465
	Iteration 9Q: 3 clusters Score -1106459 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1106762.750000 Penalty: 4720.001465
	Iteration 10Q: 3 clusters Score -1106763 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1106959.500000 Penalty: 4720.001465
	Iteration 11Q: 3 clusters Score -1106960 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1107088.750000 Penalty: 4720.001465
	Iteration 12Q: 3 clusters Score -1107089 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1107172.875000 Penalty: 4720.001465
	Iteration 13Q: 3 clusters Score -1107173 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1107234.750000 Penalty: 4720.001465
	Iteration 14Q: 3 clusters Score -1107235 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1107289.750000 Penalty: 4720.001465
	Iteration 15Q: 3 clusters Score -1107290 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1107341.375000 Penalty: 4720.001465
	Iteration 16Q: 3 clusters Score -1107341 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1107388.000000 Penalty: 4720.001465
	Iteration 17Q: 3 clusters Score -1107388 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1107434.250000 Penalty: 4720.001465
	Iteration 18Q: 3 clusters Score -1107434 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1107466.250000 Penalty: 4720.001465
	Iteration 19Q: 3 clusters Score -1107466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1107492.875000 Penalty: 4720.001465
	Iteration 20F: 3 clusters Score -1107493 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1107522.375000 Penalty: 4720.001465
	Iteration 21Q: 3 clusters Score -1107522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1107547.000000 Penalty: 4720.001465
	Iteration 22Q: 3 clusters Score -1107547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1107562.375000 Penalty: 4720.001465
	Iteration 23Q: 3 clusters Score -1107562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1107577.750000 Penalty: 4720.001465
	Iteration 24Q: 3 clusters Score -1107578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1107584.750000 Penalty: 4720.001465
	Iteration 25Q: 3 clusters Score -1107585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1107585.250000 Penalty: 4720.001465
	Iteration 26Q: 3 clusters Score -1107585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1107593.250000 Penalty: 4720.001465
	Iteration 27Q: 3 clusters Score -1107593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1107602.375000 Penalty: 4720.001465
	Iteration 28Q: 3 clusters Score -1107602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1107605.500000 Penalty: 4720.001465
	Iteration 29Q: 3 clusters Score -1107606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1107611.125000 Penalty: 4720.001465
	Iteration 30Q: 3 clusters Score -1107611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1107612.125000 Penalty: 4720.001465
	Iteration 31Q: 3 clusters Score -1107612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1107609.625000 Penalty: 4720.001465
	Iteration 32Q: 3 clusters Score -1107610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1107608.750000 Penalty: 4720.001465
	Iteration 33Q: 3 clusters Score -1107609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1107611.000000 Penalty: 4720.001465
	Iteration 34Q: 3 clusters Score -1107611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1107611.000000 Penalty: 4720.001465
	Iteration 35F: 3 clusters Score -1107611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -206183.500000 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -206183.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -203197.078125 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -203197.1 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -203766.250000 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -203766.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -203897.375000 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -203897.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -203966.156250 Penalty: 3879.733887
	Iteration 3Q: 3 clusters Score -203966.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -204006.640625 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -204006.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -204050.156250 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -204050.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -204081.484375 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -204081.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -204102.937500 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -204102.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -204121.312500 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -204121.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -204134.937500 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -204134.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -204145.593750 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -204145.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -204155.281250 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -204155.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -204164.218750 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -204164.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -204170.015625 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -204170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -204176.515625 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -204176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -204181.562500 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -204181.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -204187.906250 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -204187.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -204191.515625 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -204191.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -204195.578125 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -204195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -204196.343750 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -204196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -204197.281250 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -204197.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Entering Unmasked Estep 
Score: -3282175.000000 Penalty: 2617.789795
	Iteration 0F: 2 clusters Score -3282175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3256314.750000 Penalty: 5235.579590
	Iteration 0F: 3 clusters Score -3256315 nChanged 17415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3266131.250000 Penalty: 5235.579590
	Iteration 1F: 3 clusters Score -3266131 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3266977.000000 Penalty: 5235.579590
	Iteration 2F: 3 clusters Score -3266977 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3267996.750000 Penalty: 5235.579590
	Iteration 3F: 3 clusters Score -3267997 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3269359.000000 Penalty: 5235.579590
	Iteration 4F: 3 clusters Score -3269359 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3271179.000000 Penalty: 5235.579590
	Iteration 5F: 3 clusters Score -3271179 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3273304.250000 Penalty: 5235.579590
	Iteration 6F: 3 clusters Score -3273304 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3275353.750000 Penalty: 5235.579590
	Iteration 7F: 3 clusters Score -3275354 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3276974.250000 Penalty: 5235.579590
	Iteration 8F: 3 clusters Score -3276974 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3278119.000000 Penalty: 5235.579590
	Iteration 9Q: 3 clusters Score -3278119 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3278787.750000 Penalty: 5235.579590
	Iteration 10Q: 3 clusters Score -3278788 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3279258.250000 Penalty: 5235.579590
	Iteration 11Q: 3 clusters Score -3279258 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3279559.250000 Penalty: 5235.579590
	Iteration 12Q: 3 clusters Score -3279559 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3279744.750000 Penalty: 5235.579590
	Iteration 13Q: 3 clusters Score -3279745 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3279845.500000 Penalty: 5235.579590
	Iteration 14Q: 3 clusters Score -3279846 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3279909.250000 Penalty: 5235.579590
	Iteration 15Q: 3 clusters Score -3279909 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3279953.750000 Penalty: 5235.579590
	Iteration 16Q: 3 clusters Score -3279954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3279999.500000 Penalty: 5235.579590
	Iteration 17Q: 3 clusters Score -3280000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3280019.500000 Penalty: 5235.579590
	Iteration 18Q: 3 clusters Score -3280020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3280025.000000 Penalty: 5235.579590
	Iteration 19Q: 3 clusters Score -3280025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3280031.750000 Penalty: 5235.579590
	Iteration 20F: 3 clusters Score -3280032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3280031.250000 Penalty: 5235.579590
	Iteration 21Q: 3 clusters Score -3280031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3280031.000000 Penalty: 5235.579590
	Iteration 22Q: 3 clusters Score -3280031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3280033.500000 Penalty: 5235.579590
	Iteration 23Q: 3 clusters Score -3280034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3280035.750000 Penalty: 5235.579590
	Iteration 24Q: 3 clusters Score -3280036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3280037.000000 Penalty: 5235.579590
	Iteration 25Q: 3 clusters Score -3280037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3280035.750000 Penalty: 5235.579590
	Iteration 26Q: 3 clusters Score -3280036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3280039.500000 Penalty: 5235.579590
	Iteration 27Q: 3 clusters Score -3280040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3280038.500000 Penalty: 5235.579590
	Iteration 28Q: 3 clusters Score -3280038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3280035.250000 Penalty: 5235.579590
	Iteration 29Q: 3 clusters Score -3280035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3280040.750000 Penalty: 5235.579590
	Iteration 30Q: 3 clusters Score -3280041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3280040.750000 Penalty: 5235.579590
	Iteration 31F: 3 clusters Score -3280041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13825 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 9 contains 39326 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 14553 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 31084 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 9847 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 9521 members 
Mstep: Class 21 contains 23689 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 38392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38117740.000000 Penalty: 100329.578125
Iteration 39Q: 32 clusters Score -3.811774e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14047 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 4630 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 6 contains 12663 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 20234 members 
Mstep: Class 9 contains 39655 members 
Mstep: Class 10 contains 10171 members 
Mstep: Class 11 contains 14780 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 31113 members 
Mstep: Class 14 contains 3635 members 
Mstep: Class 15 contains 10266 members 
Mstep: Class 16 contains 109134 members 
Mstep: Class 17 contains 6362 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 12185 members 
Mstep: Class 20 contains 9957 members 
Mstep: Class 21 contains 23981 members 
Mstep: Class 22 contains 13493 members 
Mstep: Class 23 contains 2462 members 
Mstep: Class 24 contains 37942 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 5261 members 
Mstep: Class 27 contains 4867 members 
Mstep: Class 28 contains 10744 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 5980 members 
Mstep: Class 31 contains 18176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38123712.000000 Penalty: 100329.578125
Iteration 40F: 32 clusters Score -3.812371e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 14036 members 
Mstep: Class 3 contains 6102 members 
Mstep: Class 4 contains 4622 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 20232 members 
Mstep: Class 9 contains 39904 members 
Mstep: Class 10 contains 10174 members 
Mstep: Class 11 contains 14881 members 
Mstep: Class 12 contains 3422 members 
Mstep: Class 13 contains 30926 members 
Mstep: Class 14 contains 3813 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 108916 members 
Mstep: Class 17 contains 5997 members 
Mstep: Class 18 contains 9932 members 
Mstep: Class 19 contains 12113 members 
Mstep: Class 20 contains 11224 members 
Mstep: Class 21 contains 23698 members 
Mstep: Class 22 contains 13407 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 36635 members 
Mstep: Class 25 contains 7499 members 
Mstep: Class 26 contains 5317 members 
Mstep: Class 27 contains 5190 members 
Mstep: Class 28 contains 10722 members 
Mstep: Class 29 contains 6790 members 
Mstep: Class 30 contains 5988 members 
Mstep: Class 31 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38127132.000000 Penalty: 100329.578125
Iteration 41Q: 32 clusters Score -3.812713e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14045 members 
Mstep: Class 3 contains 6208 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 13055 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 20287 members 
Mstep: Class 9 contains 40056 members 
Mstep: Class 10 contains 10170 members 
Mstep: Class 11 contains 14945 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 30842 members 
Mstep: Class 14 contains 3984 members 
Mstep: Class 15 contains 10620 members 
Mstep: Class 16 contains 108720 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 12049 members 
Mstep: Class 20 contains 12450 members 
Mstep: Class 21 contains 23504 members 
Mstep: Class 22 contains 13364 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 35391 members 
Mstep: Class 25 contains 7581 members 
Mstep: Class 26 contains 5328 members 
Mstep: Class 27 contains 5330 members 
Mstep: Class 28 contains 10622 members 
Mstep: Class 29 contains 6851 members 
Mstep: Class 30 contains 6036 members 
Mstep: Class 31 contains 18308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38129380.000000 Penalty: 100329.578125
Iteration 42Q: 32 clusters Score -3.812938e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 14046 members 
Mstep: Class 3 contains 6287 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 13217 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 20319 members 
Mstep: Class 9 contains 40196 members 
Mstep: Class 10 contains 10163 members 
Mstep: Class 11 contains 14994 members 
Mstep: Class 12 contains 3510 members 
Mstep: Class 13 contains 30779 members 
Mstep: Class 14 contains 4110 members 
Mstep: Class 15 contains 10737 members 
Mstep: Class 16 contains 108524 members 
Mstep: Class 17 contains 5580 members 
Mstep: Class 18 contains 9353 members 
Mstep: Class 19 contains 11991 members 
Mstep: Class 20 contains 13629 members 
Mstep: Class 21 contains 23312 members 
Mstep: Class 22 contains 13317 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 34206 members 
Mstep: Class 25 contains 7648 members 
Mstep: Class 26 contains 5328 members 
Mstep: Class 27 contains 5425 members 
Mstep: Class 28 contains 10535 members 
Mstep: Class 29 contains 6911 members 
Mstep: Class 30 contains 6095 members 
Mstep: Class 31 contains 18369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38131164.000000 Penalty: 100329.578125
Iteration 43Q: 32 clusters Score -3.813116e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 6368 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 20333 members 
Mstep: Class 9 contains 40303 members 
Mstep: Class 10 contains 10153 members 
Mstep: Class 11 contains 15033 members 
Mstep: Class 12 contains 3548 members 
Mstep: Class 13 contains 30718 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 15 contains 10824 members 
Mstep: Class 16 contains 108366 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 9165 members 
Mstep: Class 19 contains 11941 members 
Mstep: Class 20 contains 14740 members 
Mstep: Class 21 contains 23156 members 
Mstep: Class 22 contains 13290 members 
Mstep: Class 23 contains 2215 members 
Mstep: Class 24 contains 33064 members 
Mstep: Class 25 contains 7696 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5494 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 6988 members 
Mstep: Class 30 contains 6148 members 
Mstep: Class 31 contains 18426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38132720.000000 Penalty: 100329.578125
Iteration 44Q: 32 clusters Score -3.813272e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 6426 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 13548 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 20356 members 
Mstep: Class 9 contains 40336 members 
Mstep: Class 10 contains 10148 members 
Mstep: Class 11 contains 15059 members 
Mstep: Class 12 contains 3586 members 
Mstep: Class 13 contains 30662 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 108266 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 11901 members 
Mstep: Class 20 contains 15758 members 
Mstep: Class 21 contains 22992 members 
Mstep: Class 22 contains 13276 members 
Mstep: Class 23 contains 2150 members 
Mstep: Class 24 contains 32036 members 
Mstep: Class 25 contains 7727 members 
Mstep: Class 26 contains 5327 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 10382 members 
Mstep: Class 29 contains 7055 members 
Mstep: Class 30 contains 6190 members 
Mstep: Class 31 contains 18483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38133948.000000 Penalty: 100329.578125
Iteration 45Q: 32 clusters Score -3.813395e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14048 members 
Mstep: Class 3 contains 6465 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 13672 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 20376 members 
Mstep: Class 9 contains 40360 members 
Mstep: Class 10 contains 10147 members 
Mstep: Class 11 contains 15088 members 
Mstep: Class 12 contains 3611 members 
Mstep: Class 13 contains 30603 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 10944 members 
Mstep: Class 16 contains 108190 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 8928 members 
Mstep: Class 19 contains 11875 members 
Mstep: Class 20 contains 16624 members 
Mstep: Class 21 contains 22844 members 
Mstep: Class 22 contains 13251 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 31164 members 
Mstep: Class 25 contains 7776 members 
Mstep: Class 26 contains 5325 members 
Mstep: Class 27 contains 5601 members 
Mstep: Class 28 contains 10307 members 
Mstep: Class 29 contains 7108 members 
Mstep: Class 30 contains 6228 members 
Mstep: Class 31 contains 18543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38134944.000000 Penalty: 100329.578125
Iteration 46Q: 32 clusters Score -3.813494e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14044 members 
Mstep: Class 3 contains 6488 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 13784 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 20396 members 
Mstep: Class 9 contains 40400 members 
Mstep: Class 10 contains 10149 members 
Mstep: Class 11 contains 15115 members 
Mstep: Class 12 contains 3645 members 
Mstep: Class 13 contains 30547 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 108136 members 
Mstep: Class 17 contains 5155 members 
Mstep: Class 18 contains 8835 members 
Mstep: Class 19 contains 11851 members 
Mstep: Class 20 contains 17354 members 
Mstep: Class 21 contains 22719 members 
Mstep: Class 22 contains 13221 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 30408 members 
Mstep: Class 25 contains 7806 members 
Mstep: Class 26 contains 5327 members 
Mstep: Class 27 contains 5642 members 
Mstep: Class 28 contains 10252 members 
Mstep: Class 29 contains 7147 members 
Mstep: Class 30 contains 6279 members 
Mstep: Class 31 contains 18578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38135740.000000 Penalty: 100329.578125
Iteration 47Q: 32 clusters Score -3.813574e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14050 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 13923 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 20395 members 
Mstep: Class 9 contains 40425 members 
Mstep: Class 10 contains 10148 members 
Mstep: Class 11 contains 15141 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 30510 members 
Mstep: Class 14 contains 4456 members 
Mstep: Class 15 contains 11019 members 
Mstep: Class 16 contains 108064 members 
Mstep: Class 17 contains 5075 members 
Mstep: Class 18 contains 8741 members 
Mstep: Class 19 contains 11830 members 
Mstep: Class 20 contains 17951 members 
Mstep: Class 21 contains 22614 members 
Mstep: Class 22 contains 13202 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 29806 members 
Mstep: Class 25 contains 7817 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 10204 members 
Mstep: Class 29 contains 7175 members 
Mstep: Class 30 contains 6321 members 
Mstep: Class 31 contains 18619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38136228.000000 Penalty: 100329.578125
Iteration 48Q: 32 clusters Score -3.813623e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 14084 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 20399 members 
Mstep: Class 9 contains 40419 members 
Mstep: Class 10 contains 10148 members 
Mstep: Class 11 contains 15165 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 30456 members 
Mstep: Class 14 contains 4500 members 
Mstep: Class 15 contains 11050 members 
Mstep: Class 16 contains 108023 members 
Mstep: Class 17 contains 5014 members 
Mstep: Class 18 contains 8656 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 18419 members 
Mstep: Class 21 contains 22493 members 
Mstep: Class 22 contains 13187 members 
Mstep: Class 23 contains 1983 members 
Mstep: Class 24 contains 29326 members 
Mstep: Class 25 contains 7821 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 5689 members 
Mstep: Class 28 contains 10152 members 
Mstep: Class 29 contains 7203 members 
Mstep: Class 30 contains 6347 members 
Mstep: Class 31 contains 18663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38136600.000000 Penalty: 100329.578125
Iteration 49Q: 32 clusters Score -3.81366e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 6557 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 14207 members 
Mstep: Class 7 contains 2082 members 
Mstep: Class 8 contains 20409 members 
Mstep: Class 9 contains 40427 members 
Mstep: Class 10 contains 10146 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 3738 members 
Mstep: Class 13 contains 30406 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 11069 members 
Mstep: Class 16 contains 107993 members 
Mstep: Class 17 contains 4966 members 
Mstep: Class 18 contains 8572 members 
Mstep: Class 19 contains 11810 members 
Mstep: Class 20 contains 18723 members 
Mstep: Class 21 contains 22411 members 
Mstep: Class 22 contains 13185 members 
Mstep: Class 23 contains 1953 members 
Mstep: Class 24 contains 29006 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5712 members 
Mstep: Class 28 contains 10106 members 
Mstep: Class 29 contains 7227 members 
Mstep: Class 30 contains 6379 members 
Mstep: Class 31 contains 18707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38136828.000000 Penalty: 100329.578125
Iteration 50Q: 32 clusters Score -3.813683e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14060 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 14323 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 20416 members 
Mstep: Class 9 contains 40432 members 
Mstep: Class 10 contains 10145 members 
Mstep: Class 11 contains 15196 members 
Mstep: Class 12 contains 3744 members 
Mstep: Class 13 contains 30375 members 
Mstep: Class 14 contains 4559 members 
Mstep: Class 15 contains 11084 members 
Mstep: Class 16 contains 107978 members 
Mstep: Class 17 contains 4922 members 
Mstep: Class 18 contains 8470 members 
Mstep: Class 19 contains 11801 members 
Mstep: Class 20 contains 18928 members 
Mstep: Class 21 contains 22309 members 
Mstep: Class 22 contains 13180 members 
Mstep: Class 23 contains 1928 members 
Mstep: Class 24 contains 28791 members 
Mstep: Class 25 contains 7844 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5737 members 
Mstep: Class 28 contains 10073 members 
Mstep: Class 29 contains 7249 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 18740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38137084.000000 Penalty: 100329.578125
Iteration 51Q: 32 clusters Score -3.813708e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 14424 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 20429 members 
Mstep: Class 9 contains 40436 members 
Mstep: Class 10 contains 10141 members 
Mstep: Class 11 contains 15209 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 30336 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 11104 members 
Mstep: Class 16 contains 107962 members 
Mstep: Class 17 contains 4881 members 
Mstep: Class 18 contains 8386 members 
Mstep: Class 19 contains 11787 members 
Mstep: Class 20 contains 19065 members 
Mstep: Class 21 contains 22206 members 
Mstep: Class 22 contains 13186 members 
Mstep: Class 23 contains 1889 members 
Mstep: Class 24 contains 28649 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 10055 members 
Mstep: Class 29 contains 7268 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 18768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38137228.000000 Penalty: 100329.578125
Iteration 52Q: 32 clusters Score -3.813723e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14077 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 14512 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 8 contains 20455 members 
Mstep: Class 9 contains 40445 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 15219 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 30305 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 11119 members 
Mstep: Class 16 contains 107924 members 
Mstep: Class 17 contains 4839 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 11778 members 
Mstep: Class 20 contains 19158 members 
Mstep: Class 21 contains 22101 members 
Mstep: Class 22 contains 13201 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 28559 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 10040 members 
Mstep: Class 29 contains 7294 members 
Mstep: Class 30 contains 6480 members 
Mstep: Class 31 contains 18791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38137496.000000 Penalty: 100329.578125
Iteration 53Q: 32 clusters Score -3.81375e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14086 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 14596 members 
Mstep: Class 7 contains 2108 members 
Mstep: Class 8 contains 20469 members 
Mstep: Class 9 contains 40461 members 
Mstep: Class 10 contains 10136 members 
Mstep: Class 11 contains 15224 members 
Mstep: Class 12 contains 3792 members 
Mstep: Class 13 contains 30273 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 107895 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 8250 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 19216 members 
Mstep: Class 21 contains 21992 members 
Mstep: Class 22 contains 13215 members 
Mstep: Class 23 contains 1868 members 
Mstep: Class 24 contains 28500 members 
Mstep: Class 25 contains 7871 members 
Mstep: Class 26 contains 5331 members 
Mstep: Class 27 contains 5792 members 
Mstep: Class 28 contains 10025 members 
Mstep: Class 29 contains 7318 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 18819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38137736.000000 Penalty: 100329.578125
Iteration 54Q: 32 clusters Score -3.813774e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14108 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 14677 members 
Mstep: Class 7 contains 2117 members 
Mstep: Class 8 contains 20487 members 
Mstep: Class 9 contains 40471 members 
Mstep: Class 10 contains 10134 members 
Mstep: Class 11 contains 15230 members 
Mstep: Class 12 contains 3789 members 
Mstep: Class 13 contains 30247 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 107888 members 
Mstep: Class 17 contains 4786 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 19264 members 
Mstep: Class 21 contains 21890 members 
Mstep: Class 22 contains 13209 members 
Mstep: Class 23 contains 1852 members 
Mstep: Class 24 contains 28452 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 5332 members 
Mstep: Class 27 contains 5806 members 
Mstep: Class 28 contains 10009 members 
Mstep: Class 29 contains 7330 members 
Mstep: Class 30 contains 6542 members 
Mstep: Class 31 contains 18845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38137804.000000 Penalty: 100329.578125
Iteration 55Q: 32 clusters Score -3.81378e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14119 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 14738 members 
Mstep: Class 7 contains 2119 members 
Mstep: Class 8 contains 20511 members 
Mstep: Class 9 contains 40471 members 
Mstep: Class 10 contains 10132 members 
Mstep: Class 11 contains 15238 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 13 contains 30236 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 11149 members 
Mstep: Class 16 contains 107913 members 
Mstep: Class 17 contains 4761 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 19293 members 
Mstep: Class 21 contains 21816 members 
Mstep: Class 22 contains 13203 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 28417 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 5332 members 
Mstep: Class 27 contains 5819 members 
Mstep: Class 28 contains 9989 members 
Mstep: Class 29 contains 7338 members 
Mstep: Class 30 contains 6573 members 
Mstep: Class 31 contains 18869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38138008.000000 Penalty: 100329.578125
Iteration 56Q: 32 clusters Score -3.813801e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 14135 members 
Mstep: Class 3 contains 6613 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 20529 members 
Mstep: Class 9 contains 40468 members 
Mstep: Class 10 contains 10131 members 
Mstep: Class 11 contains 15244 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 30225 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 16 contains 107929 members 
Mstep: Class 17 contains 4732 members 
Mstep: Class 18 contains 8067 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 19313 members 
Mstep: Class 21 contains 21732 members 
Mstep: Class 22 contains 13199 members 
Mstep: Class 23 contains 1812 members 
Mstep: Class 24 contains 28401 members 
Mstep: Class 25 contains 7890 members 
Mstep: Class 26 contains 5333 members 
Mstep: Class 27 contains 5826 members 
Mstep: Class 28 contains 9976 members 
Mstep: Class 29 contains 7350 members 
Mstep: Class 30 contains 6598 members 
Mstep: Class 31 contains 18894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38138224.000000 Penalty: 100329.578125
Iteration 57Q: 32 clusters Score -3.813822e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 14138 members 
Mstep: Class 3 contains 6612 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 14864 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 20530 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 10132 members 
Mstep: Class 11 contains 15249 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 30214 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 11163 members 
Mstep: Class 16 contains 107943 members 
Mstep: Class 17 contains 4718 members 
Mstep: Class 18 contains 8013 members 
Mstep: Class 19 contains 11766 members 
Mstep: Class 20 contains 19329 members 
Mstep: Class 21 contains 21654 members 
Mstep: Class 22 contains 13195 members 
Mstep: Class 23 contains 1804 members 
Mstep: Class 24 contains 28380 members 
Mstep: Class 25 contains 7896 members 
Mstep: Class 26 contains 5333 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 9960 members 
Mstep: Class 29 contains 7360 members 
Mstep: Class 30 contains 6631 members 
Mstep: Class 31 contains 18917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38138376.000000 Penalty: 100329.578125
Iteration 58Q: 32 clusters Score -3.813838e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 14144 members 
Mstep: Class 3 contains 6612 members 
Mstep: Class 4 contains 4621 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 14929 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 20536 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 10132 members 
Mstep: Class 11 contains 15251 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 30197 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 11167 members 
Mstep: Class 16 contains 107944 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 7958 members 
Mstep: Class 19 contains 11765 members 
Mstep: Class 20 contains 19336 members 
Mstep: Class 21 contains 21588 members 
Mstep: Class 22 contains 13187 members 
Mstep: Class 23 contains 1812 members 
Mstep: Class 24 contains 28367 members 
Mstep: Class 25 contains 7901 members 
Mstep: Class 26 contains 5333 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 9942 members 
Mstep: Class 29 contains 7361 members 
Mstep: Class 30 contains 6663 members 
Mstep: Class 31 contains 18936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38138332.000000 Penalty: 100329.578125
Iteration 59Q: 32 clusters Score -3.813833e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 14153 members 
Mstep: Class 3 contains 6614 members 
Mstep: Class 4 contains 4622 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 14993 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 20555 members 
Mstep: Class 9 contains 40488 members 
Mstep: Class 10 contains 10132 members 
Mstep: Class 11 contains 15250 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 30187 members 
Mstep: Class 14 contains 4643 members 
Mstep: Class 15 contains 11177 members 
Mstep: Class 16 contains 107936 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 19341 members 
Mstep: Class 21 contains 21510 members 
Mstep: Class 22 contains 13180 members 
Mstep: Class 23 contains 1820 members 
Mstep: Class 24 contains 28356 members 
Mstep: Class 25 contains 7901 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5856 members 
Mstep: Class 28 contains 9930 members 
Mstep: Class 29 contains 7364 members 
Mstep: Class 30 contains 6687 members 
Mstep: Class 31 contains 18967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38138704.000000 Penalty: 100329.578125
Iteration 60F: 32 clusters Score -3.81387e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4622 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 15053 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 20561 members 
Mstep: Class 9 contains 40487 members 
Mstep: Class 10 contains 10131 members 
Mstep: Class 11 contains 15254 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 30170 members 
Mstep: Class 14 contains 4655 members 
Mstep: Class 15 contains 11180 members 
Mstep: Class 16 contains 107940 members 
Mstep: Class 17 contains 4662 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 19848 members 
Mstep: Class 21 contains 21434 members 
Mstep: Class 22 contains 13162 members 
Mstep: Class 23 contains 1824 members 
Mstep: Class 24 contains 27847 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5863 members 
Mstep: Class 28 contains 9917 members 
Mstep: Class 29 contains 7370 members 
Mstep: Class 30 contains 6714 members 
Mstep: Class 31 contains 18992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38139256.000000 Penalty: 100329.578125
Iteration 61Q: 32 clusters Score -3.813926e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 4621 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 15110 members 
Mstep: Class 7 contains 2142 members 
Mstep: Class 8 contains 20573 members 
Mstep: Class 9 contains 40491 members 
Mstep: Class 10 contains 10132 members 
Mstep: Class 11 contains 15250 members 
Mstep: Class 12 contains 3784 members 
Mstep: Class 13 contains 30151 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 11183 members 
Mstep: Class 16 contains 107934 members 
Mstep: Class 17 contains 4638 members 
Mstep: Class 18 contains 7832 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 20327 members 
Mstep: Class 21 contains 21358 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 23 contains 1836 members 
Mstep: Class 24 contains 27387 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 5332 members 
Mstep: Class 27 contains 5870 members 
Mstep: Class 28 contains 9901 members 
Mstep: Class 29 contains 7374 members 
Mstep: Class 30 contains 6740 members 
Mstep: Class 31 contains 19018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38139552.000000 Penalty: 100329.578125
Iteration 62Q: 32 clusters Score -3.813955e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14165 members 
Mstep: Class 3 contains 6627 members 
Mstep: Class 4 contains 4621 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 15177 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 20575 members 
Mstep: Class 9 contains 40498 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 15252 members 
Mstep: Class 12 contains 3783 members 
Mstep: Class 13 contains 30130 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 11183 members 
Mstep: Class 16 contains 107933 members 
Mstep: Class 17 contains 4618 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 11751 members 
Mstep: Class 20 contains 20753 members 
Mstep: Class 21 contains 21293 members 
Mstep: Class 22 contains 13148 members 
Mstep: Class 23 contains 1838 members 
Mstep: Class 24 contains 26977 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5874 members 
Mstep: Class 28 contains 9883 members 
Mstep: Class 29 contains 7380 members 
Mstep: Class 30 contains 6764 members 
Mstep: Class 31 contains 19041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38139860.000000 Penalty: 100329.578125
Iteration 63Q: 32 clusters Score -3.813986e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 14169 members 
Mstep: Class 3 contains 6631 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 15216 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 8 contains 20580 members 
Mstep: Class 9 contains 40507 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 15253 members 
Mstep: Class 12 contains 3790 members 
Mstep: Class 13 contains 30116 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 11192 members 
Mstep: Class 16 contains 107931 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 11750 members 
Mstep: Class 20 contains 21123 members 
Mstep: Class 21 contains 21248 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 1852 members 
Mstep: Class 24 contains 26611 members 
Mstep: Class 25 contains 7921 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 5878 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 29 contains 7380 members 
Mstep: Class 30 contains 6782 members 
Mstep: Class 31 contains 19066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38140012.000000 Penalty: 100329.578125
Iteration 64Q: 32 clusters Score -3.814001e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 14176 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 15251 members 
Mstep: Class 7 contains 2152 members 
Mstep: Class 8 contains 20597 members 
Mstep: Class 9 contains 40515 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 15248 members 
Mstep: Class 12 contains 3783 members 
Mstep: Class 13 contains 30111 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 11195 members 
Mstep: Class 16 contains 107946 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 11748 members 
Mstep: Class 20 contains 21440 members 
Mstep: Class 21 contains 21201 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 1858 members 
Mstep: Class 24 contains 26299 members 
Mstep: Class 25 contains 7924 members 
Mstep: Class 26 contains 5327 members 
Mstep: Class 27 contains 5886 members 
Mstep: Class 28 contains 9839 members 
Mstep: Class 29 contains 7384 members 
Mstep: Class 30 contains 6810 members 
Mstep: Class 31 contains 19085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38140204.000000 Penalty: 100329.578125
Iteration 65Q: 32 clusters Score -3.81402e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 14181 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 15285 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 40521 members 
Mstep: Class 10 contains 10127 members 
Mstep: Class 11 contains 15244 members 
Mstep: Class 12 contains 3792 members 
Mstep: Class 13 contains 30088 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 15 contains 11201 members 
Mstep: Class 16 contains 107950 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 7631 members 
Mstep: Class 19 contains 11745 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 21157 members 
Mstep: Class 22 contains 13137 members 
Mstep: Class 23 contains 1880 members 
Mstep: Class 24 contains 26037 members 
Mstep: Class 25 contains 7924 members 
Mstep: Class 26 contains 5326 members 
Mstep: Class 27 contains 5903 members 
Mstep: Class 28 contains 9820 members 
Mstep: Class 29 contains 7387 members 
Mstep: Class 30 contains 6843 members 
Mstep: Class 31 contains 19101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38140564.000000 Penalty: 100329.578125
Iteration 66Q: 32 clusters Score -3.814056e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 15326 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 20620 members 
Mstep: Class 9 contains 40522 members 
Mstep: Class 10 contains 10127 members 
Mstep: Class 11 contains 15241 members 
Mstep: Class 12 contains 3790 members 
Mstep: Class 13 contains 30079 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 15 contains 11212 members 
Mstep: Class 16 contains 107955 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 11744 members 
Mstep: Class 20 contains 21925 members 
Mstep: Class 21 contains 21118 members 
Mstep: Class 22 contains 13128 members 
Mstep: Class 23 contains 1880 members 
Mstep: Class 24 contains 25822 members 
Mstep: Class 25 contains 7926 members 
Mstep: Class 26 contains 5326 members 
Mstep: Class 27 contains 5915 members 
Mstep: Class 28 contains 9795 members 
Mstep: Class 29 contains 7392 members 
Mstep: Class 30 contains 6869 members 
Mstep: Class 31 contains 19116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38140772.000000 Penalty: 100329.578125
Iteration 67Q: 32 clusters Score -3.814077e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14196 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 8 contains 20639 members 
Mstep: Class 9 contains 40529 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 15234 members 
Mstep: Class 12 contains 3791 members 
Mstep: Class 13 contains 30073 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 15 contains 11224 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 11743 members 
Mstep: Class 20 contains 22094 members 
Mstep: Class 21 contains 21074 members 
Mstep: Class 22 contains 13126 members 
Mstep: Class 23 contains 1881 members 
Mstep: Class 24 contains 25648 members 
Mstep: Class 25 contains 7923 members 
Mstep: Class 26 contains 5326 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 7395 members 
Mstep: Class 30 contains 6898 members 
Mstep: Class 31 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38140808.000000 Penalty: 100329.578125
Iteration 68Q: 32 clusters Score -3.814081e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 14204 members 
Mstep: Class 3 contains 6655 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 15417 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 20647 members 
Mstep: Class 9 contains 40523 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 15234 members 
Mstep: Class 12 contains 3788 members 
Mstep: Class 13 contains 30066 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 11237 members 
Mstep: Class 16 contains 107964 members 
Mstep: Class 17 contains 4460 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 11742 members 
Mstep: Class 20 contains 22228 members 
Mstep: Class 21 contains 21032 members 
Mstep: Class 22 contains 13126 members 
Mstep: Class 23 contains 1895 members 
Mstep: Class 24 contains 25519 members 
Mstep: Class 25 contains 7922 members 
Mstep: Class 26 contains 5328 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 9736 members 
Mstep: Class 29 contains 7399 members 
Mstep: Class 30 contains 6920 members 
Mstep: Class 31 contains 19163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38140864.000000 Penalty: 100329.578125
Iteration 69Q: 32 clusters Score -3.814086e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 6659 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 15459 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 20650 members 
Mstep: Class 9 contains 40532 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 15233 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 30060 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 107955 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 11742 members 
Mstep: Class 20 contains 22343 members 
Mstep: Class 21 contains 20973 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 1912 members 
Mstep: Class 24 contains 25404 members 
Mstep: Class 25 contains 7918 members 
Mstep: Class 26 contains 5328 members 
Mstep: Class 27 contains 5947 members 
Mstep: Class 28 contains 9716 members 
Mstep: Class 29 contains 7403 members 
Mstep: Class 30 contains 6947 members 
Mstep: Class 31 contains 19191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141116.000000 Penalty: 100329.578125
Iteration 70Q: 32 clusters Score -3.814112e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 15511 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 20648 members 
Mstep: Class 9 contains 40517 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 15234 members 
Mstep: Class 12 contains 3788 members 
Mstep: Class 13 contains 30058 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 11257 members 
Mstep: Class 16 contains 107978 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 7381 members 
Mstep: Class 19 contains 11742 members 
Mstep: Class 20 contains 22442 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 22 contains 13122 members 
Mstep: Class 23 contains 1921 members 
Mstep: Class 24 contains 25301 members 
Mstep: Class 25 contains 7917 members 
Mstep: Class 26 contains 5328 members 
Mstep: Class 27 contains 5957 members 
Mstep: Class 28 contains 9696 members 
Mstep: Class 29 contains 7403 members 
Mstep: Class 30 contains 6990 members 
Mstep: Class 31 contains 19211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141224.000000 Penalty: 100329.578125
Iteration 71Q: 32 clusters Score -3.814122e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 15552 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 20650 members 
Mstep: Class 9 contains 40519 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 15230 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 13 contains 30054 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 11258 members 
Mstep: Class 16 contains 107989 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 7304 members 
Mstep: Class 19 contains 11743 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 20867 members 
Mstep: Class 22 contains 13114 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 25231 members 
Mstep: Class 25 contains 7916 members 
Mstep: Class 26 contains 5328 members 
Mstep: Class 27 contains 5962 members 
Mstep: Class 28 contains 9680 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 7022 members 
Mstep: Class 31 contains 19242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141360.000000 Penalty: 100329.578125
Iteration 72Q: 32 clusters Score -3.814136e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 15590 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 20668 members 
Mstep: Class 9 contains 40522 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 15230 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 30052 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 11264 members 
Mstep: Class 16 contains 107987 members 
Mstep: Class 17 contains 4381 members 
Mstep: Class 18 contains 7238 members 
Mstep: Class 19 contains 11743 members 
Mstep: Class 20 contains 22578 members 
Mstep: Class 21 contains 20814 members 
Mstep: Class 22 contains 13108 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 25164 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 5328 members 
Mstep: Class 27 contains 5964 members 
Mstep: Class 28 contains 9662 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 7064 members 
Mstep: Class 31 contains 19261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141500.000000 Penalty: 100329.578125
Iteration 73Q: 32 clusters Score -3.81415e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14261 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 15631 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 20674 members 
Mstep: Class 9 contains 40526 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 15232 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 30047 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 11269 members 
Mstep: Class 16 contains 107967 members 
Mstep: Class 17 contains 4375 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 11742 members 
Mstep: Class 20 contains 22632 members 
Mstep: Class 21 contains 20741 members 
Mstep: Class 22 contains 13100 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 25108 members 
Mstep: Class 25 contains 7906 members 
Mstep: Class 26 contains 5328 members 
Mstep: Class 27 contains 5963 members 
Mstep: Class 28 contains 9646 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 7106 members 
Mstep: Class 31 contains 19287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141628.000000 Penalty: 100329.578125
Iteration 74Q: 32 clusters Score -3.814163e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 6675 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 20671 members 
Mstep: Class 9 contains 40527 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 15232 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 30036 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 11271 members 
Mstep: Class 16 contains 107952 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 18 contains 7149 members 
Mstep: Class 19 contains 11742 members 
Mstep: Class 20 contains 22682 members 
Mstep: Class 21 contains 20677 members 
Mstep: Class 22 contains 13099 members 
Mstep: Class 23 contains 2021 members 
Mstep: Class 24 contains 25057 members 
Mstep: Class 25 contains 7901 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 5963 members 
Mstep: Class 28 contains 9631 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 19303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141660.000000 Penalty: 100329.578125
Iteration 75Q: 32 clusters Score -3.814166e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 6677 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 15722 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 20665 members 
Mstep: Class 9 contains 40524 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 30034 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 11273 members 
Mstep: Class 16 contains 107942 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 7121 members 
Mstep: Class 19 contains 11741 members 
Mstep: Class 20 contains 22721 members 
Mstep: Class 21 contains 20600 members 
Mstep: Class 22 contains 13090 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 25022 members 
Mstep: Class 25 contains 7894 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 5963 members 
Mstep: Class 28 contains 9618 members 
Mstep: Class 29 contains 7417 members 
Mstep: Class 30 contains 7212 members 
Mstep: Class 31 contains 19329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141648.000000 Penalty: 100329.578125
Iteration 76Q: 32 clusters Score -3.814165e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 15773 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 20652 members 
Mstep: Class 9 contains 40516 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 15233 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 30028 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 11280 members 
Mstep: Class 16 contains 107925 members 
Mstep: Class 17 contains 4364 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 11740 members 
Mstep: Class 20 contains 22752 members 
Mstep: Class 21 contains 20508 members 
Mstep: Class 22 contains 13089 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 24986 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 5965 members 
Mstep: Class 28 contains 9604 members 
Mstep: Class 29 contains 7420 members 
Mstep: Class 30 contains 7262 members 
Mstep: Class 31 contains 19366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141760.000000 Penalty: 100329.578125
Iteration 77Q: 32 clusters Score -3.814176e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 15831 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 20650 members 
Mstep: Class 9 contains 40500 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 15234 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 30021 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 107902 members 
Mstep: Class 17 contains 4363 members 
Mstep: Class 18 contains 7064 members 
Mstep: Class 19 contains 11740 members 
Mstep: Class 20 contains 22773 members 
Mstep: Class 21 contains 20430 members 
Mstep: Class 22 contains 13093 members 
Mstep: Class 23 contains 2091 members 
Mstep: Class 24 contains 24959 members 
Mstep: Class 25 contains 7873 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 5966 members 
Mstep: Class 28 contains 9593 members 
Mstep: Class 29 contains 7425 members 
Mstep: Class 30 contains 7313 members 
Mstep: Class 31 contains 19388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38141804.000000 Penalty: 100329.578125
Iteration 78Q: 32 clusters Score -3.81418e+07 nChanged 390
Entering ConstructFrom: 
Score: -38141804.000000 Penalty: 100329.578125
Entering ConstructFrom: 
Trying to split cluster 1 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -218436.312500 Penalty: 1995.305908
	Iteration 0F: 2 clusters Score -218436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -215116.484375 Penalty: 3990.611816
	Iteration 0F: 3 clusters Score -215116.5 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -215834.781250 Penalty: 3990.611816
	Iteration 1F: 3 clusters Score -215834.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -216046.656250 Penalty: 3990.611816
	Iteration 2F: 3 clusters Score -216046.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -216183.765625 Penalty: 3990.611816
	Iteration 3F: 3 clusters Score -216183.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -216307.640625 Penalty: 3990.611816
	Iteration 4Q: 3 clusters Score -216307.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -216401.187500 Penalty: 3990.611816
	Iteration 5Q: 3 clusters Score -216401.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -216479.437500 Penalty: 3990.611816
	Iteration 6Q: 3 clusters Score -216479.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -216548.687500 Penalty: 3990.611816
	Iteration 7Q: 3 clusters Score -216548.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -216607.484375 Penalty: 3990.611816
	Iteration 8Q: 3 clusters Score -216607.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -216661.562500 Penalty: 3990.611816
	Iteration 9Q: 3 clusters Score -216661.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -216711.046875 Penalty: 3990.611816
	Iteration 10Q: 3 clusters Score -216711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -216745.359375 Penalty: 3990.611816
	Iteration 11Q: 3 clusters Score -216745.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -216781.984375 Penalty: 3990.611816
	Iteration 12Q: 3 clusters Score -216782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -216815.875000 Penalty: 3990.611816
	Iteration 13Q: 3 clusters Score -216815.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -216843.968750 Penalty: 3990.611816
	Iteration 14Q: 3 clusters Score -216844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -216881.953125 Penalty: 3990.611816
	Iteration 15Q: 3 clusters Score -216882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -216913.281250 Penalty: 3990.611816
	Iteration 16Q: 3 clusters Score -216913.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -216931.078125 Penalty: 3990.611816
	Iteration 17Q: 3 clusters Score -216931.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -216945.484375 Penalty: 3990.611816
	Iteration 18Q: 3 clusters Score -216945.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -216957.093750 Penalty: 3990.611816
	Iteration 19Q: 3 clusters Score -216957.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -216963.921875 Penalty: 3990.611816
	Iteration 20F: 3 clusters Score -216963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -216967.500000 Penalty: 3990.611816
	Iteration 21Q: 3 clusters Score -216967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -216971.187500 Penalty: 3990.611816
	Iteration 22Q: 3 clusters Score -216971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -216975.250000 Penalty: 3990.611816
	Iteration 23Q: 3 clusters Score -216975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -216978.687500 Penalty: 3990.611816
	Iteration 24Q: 3 clusters Score -216978.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -216981.265625 Penalty: 3990.611816
	Iteration 25Q: 3 clusters Score -216981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -216983.406250 Penalty: 3990.611816
	Iteration 26Q: 3 clusters Score -216983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -216985.109375 Penalty: 3990.611816
	Iteration 27Q: 3 clusters Score -216985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -216987.750000 Penalty: 3990.611816
	Iteration 28Q: 3 clusters Score -216987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -216989.968750 Penalty: 3990.611816
	Iteration 29Q: 3 clusters Score -216990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -216994.484375 Penalty: 3990.611816
	Iteration 30Q: 3 clusters Score -216994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -216994.593750 Penalty: 3990.611816
	Iteration 31Q: 3 clusters Score -216994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -216994.593750 Penalty: 3990.611816
	Iteration 32F: 3 clusters Score -216994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Entering Unmasked Estep 
Score: -1229635.625000 Penalty: 2373.525635
	Iteration 0F: 2 clusters Score -1229636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1219065.500000 Penalty: 4747.051270
	Iteration 0F: 3 clusters Score -1219066 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1222456.125000 Penalty: 4747.051270
	Iteration 1F: 3 clusters Score -1222456 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1222767.125000 Penalty: 4747.051270
	Iteration 2F: 3 clusters Score -1222767 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1223021.000000 Penalty: 4747.051270
	Iteration 3Q: 3 clusters Score -1223021 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1223268.375000 Penalty: 4747.051270
	Iteration 4Q: 3 clusters Score -1223268 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1223482.250000 Penalty: 4747.051270
	Iteration 5Q: 3 clusters Score -1223482 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1223709.875000 Penalty: 4747.051270
	Iteration 6Q: 3 clusters Score -1223710 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1223981.000000 Penalty: 4747.051270
	Iteration 7Q: 3 clusters Score -1223981 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1224258.875000 Penalty: 4747.051270
	Iteration 8Q: 3 clusters Score -1224259 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1224568.875000 Penalty: 4747.051270
	Iteration 9Q: 3 clusters Score -1224569 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1224937.875000 Penalty: 4747.051270
	Iteration 10Q: 3 clusters Score -1224938 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1225333.500000 Penalty: 4747.051270
	Iteration 11Q: 3 clusters Score -1225334 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1225732.250000 Penalty: 4747.051270
	Iteration 12Q: 3 clusters Score -1225732 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1226125.875000 Penalty: 4747.051270
	Iteration 13Q: 3 clusters Score -1226126 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1226511.000000 Penalty: 4747.051270
	Iteration 14Q: 3 clusters Score -1226511 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1226867.375000 Penalty: 4747.051270
	Iteration 15Q: 3 clusters Score -1226867 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1227145.875000 Penalty: 4747.051270
	Iteration 16Q: 3 clusters Score -1227146 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1227329.500000 Penalty: 4747.051270
	Iteration 17Q: 3 clusters Score -1227330 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1227461.750000 Penalty: 4747.051270
	Iteration 18Q: 3 clusters Score -1227462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1227539.125000 Penalty: 4747.051270
	Iteration 19Q: 3 clusters Score -1227539 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1227595.750000 Penalty: 4747.051270
	Iteration 20F: 3 clusters Score -1227596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1227642.625000 Penalty: 4747.051270
	Iteration 21Q: 3 clusters Score -1227643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1227670.500000 Penalty: 4747.051270
	Iteration 22Q: 3 clusters Score -1227670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1227703.375000 Penalty: 4747.051270
	Iteration 23Q: 3 clusters Score -1227703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1227721.500000 Penalty: 4747.051270
	Iteration 24Q: 3 clusters Score -1227722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1227736.625000 Penalty: 4747.051270
	Iteration 25Q: 3 clusters Score -1227737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1227751.250000 Penalty: 4747.051270
	Iteration 26Q: 3 clusters Score -1227751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1227756.375000 Penalty: 4747.051270
	Iteration 27Q: 3 clusters Score -1227756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1227762.500000 Penalty: 4747.051270
	Iteration 28Q: 3 clusters Score -1227762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1227766.375000 Penalty: 4747.051270
	Iteration 29Q: 3 clusters Score -1227766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1227772.125000 Penalty: 4747.051270
	Iteration 30Q: 3 clusters Score -1227772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1227775.875000 Penalty: 4747.051270
	Iteration 31Q: 3 clusters Score -1227776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1227777.125000 Penalty: 4747.051270
	Iteration 32Q: 3 clusters Score -1227777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1227781.000000 Penalty: 4747.051270
	Iteration 33Q: 3 clusters Score -1227781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1227780.125000 Penalty: 4747.051270
	Iteration 34Q: 3 clusters Score -1227780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1227781.250000 Penalty: 4747.051270
	Iteration 35Q: 3 clusters Score -1227781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1227782.125000 Penalty: 4747.051270
	Iteration 36Q: 3 clusters Score -1227782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1227783.125000 Penalty: 4747.051270
	Iteration 37Q: 3 clusters Score -1227783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1227787.625000 Penalty: 4747.051270
	Iteration 38Q: 3 clusters Score -1227788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1227790.625000 Penalty: 4747.051270
	Iteration 39Q: 3 clusters Score -1227791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1227791.000000 Penalty: 4747.051270
	Iteration 40F: 3 clusters Score -1227791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1227795.250000 Penalty: 4747.051270
	Iteration 41Q: 3 clusters Score -1227795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1227797.625000 Penalty: 4747.051270
	Iteration 42Q: 3 clusters Score -1227798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1227807.375000 Penalty: 4747.051270
	Iteration 43Q: 3 clusters Score -1227807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1227816.125000 Penalty: 4747.051270
	Iteration 44Q: 3 clusters Score -1227816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1227819.000000 Penalty: 4747.051270
	Iteration 45Q: 3 clusters Score -1227819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1227822.750000 Penalty: 4747.051270
	Iteration 46Q: 3 clusters Score -1227823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1227826.125000 Penalty: 4747.051270
	Iteration 47Q: 3 clusters Score -1227826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1227829.000000 Penalty: 4747.051270
	Iteration 48Q: 3 clusters Score -1227829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1227829.000000 Penalty: 4747.051270
	Iteration 49Q: 3 clusters Score -1227829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1227831.375000 Penalty: 4747.051270
	Iteration 50Q: 3 clusters Score -1227831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1227831.625000 Penalty: 4747.051270
	Iteration 51Q: 3 clusters Score -1227832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1227834.625000 Penalty: 4747.051270
	Iteration 52Q: 3 clusters Score -1227835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1227835.875000 Penalty: 4747.051270
	Iteration 53Q: 3 clusters Score -1227836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1227835.875000 Penalty: 4747.051270
	Iteration 54F: 3 clusters Score -1227836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Entering Unmasked Estep 
Score: -640026.625000 Penalty: 2184.178955
	Iteration 0F: 2 clusters Score -640026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -634468.937500 Penalty: 4368.357910
	Iteration 0F: 3 clusters Score -634468.9 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -635876.562500 Penalty: 4368.357910
	Iteration 1F: 3 clusters Score -635876.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -636121.375000 Penalty: 4368.357910
	Iteration 2F: 3 clusters Score -636121.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -636274.625000 Penalty: 4368.357910
	Iteration 3Q: 3 clusters Score -636274.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -636372.187500 Penalty: 4368.357910
	Iteration 4Q: 3 clusters Score -636372.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -636450.937500 Penalty: 4368.357910
	Iteration 5Q: 3 clusters Score -636450.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -636515.062500 Penalty: 4368.357910
	Iteration 6Q: 3 clusters Score -636515.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -636562.937500 Penalty: 4368.357910
	Iteration 7Q: 3 clusters Score -636562.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -636614.812500 Penalty: 4368.357910
	Iteration 8Q: 3 clusters Score -636614.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -636662.562500 Penalty: 4368.357910
	Iteration 9Q: 3 clusters Score -636662.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -636712.812500 Penalty: 4368.357910
	Iteration 10Q: 3 clusters Score -636712.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -636765.250000 Penalty: 4368.357910
	Iteration 11Q: 3 clusters Score -636765.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -636824.062500 Penalty: 4368.357910
	Iteration 12Q: 3 clusters Score -636824.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -636891.187500 Penalty: 4368.357910
	Iteration 13Q: 3 clusters Score -636891.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -636973.875000 Penalty: 4368.357910
	Iteration 14Q: 3 clusters Score -636973.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -637065.750000 Penalty: 4368.357910
	Iteration 15Q: 3 clusters Score -637065.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -637166.500000 Penalty: 4368.357910
	Iteration 16Q: 3 clusters Score -637166.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -637268.312500 Penalty: 4368.357910
	Iteration 17Q: 3 clusters Score -637268.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -637406.812500 Penalty: 4368.357910
	Iteration 18Q: 3 clusters Score -637406.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -637535.687500 Penalty: 4368.357910
	Iteration 19Q: 3 clusters Score -637535.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -637654.500000 Penalty: 4368.357910
	Iteration 20F: 3 clusters Score -637654.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -637755.750000 Penalty: 4368.357910
	Iteration 21Q: 3 clusters Score -637755.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -637850.750000 Penalty: 4368.357910
	Iteration 22Q: 3 clusters Score -637850.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -637940.312500 Penalty: 4368.357910
	Iteration 23Q: 3 clusters Score -637940.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -638004.875000 Penalty: 4368.357910
	Iteration 24Q: 3 clusters Score -638004.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -638048.875000 Penalty: 4368.357910
	Iteration 25Q: 3 clusters Score -638048.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -638083.625000 Penalty: 4368.357910
	Iteration 26Q: 3 clusters Score -638083.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -638107.562500 Penalty: 4368.357910
	Iteration 27Q: 3 clusters Score -638107.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -638124.437500 Penalty: 4368.357910
	Iteration 28Q: 3 clusters Score -638124.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -638152.812500 Penalty: 4368.357910
	Iteration 29Q: 3 clusters Score -638152.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -638180.437500 Penalty: 4368.357910
	Iteration 30Q: 3 clusters Score -638180.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -638191.750000 Penalty: 4368.357910
	Iteration 31Q: 3 clusters Score -638191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -638205.187500 Penalty: 4368.357910
	Iteration 32Q: 3 clusters Score -638205.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -638217.562500 Penalty: 4368.357910
	Iteration 33Q: 3 clusters Score -638217.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -638228.062500 Penalty: 4368.357910
	Iteration 34Q: 3 clusters Score -638228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -638236.812500 Penalty: 4368.357910
	Iteration 35Q: 3 clusters Score -638236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -638242.875000 Penalty: 4368.357910
	Iteration 36Q: 3 clusters Score -638242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -638249.687500 Penalty: 4368.357910
	Iteration 37Q: 3 clusters Score -638249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -638252.937500 Penalty: 4368.357910
	Iteration 38Q: 3 clusters Score -638252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -638252.937500 Penalty: 4368.357910
	Iteration 39F: 3 clusters Score -638252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -405150.906250 Penalty: 2092.338867
	Iteration 0F: 2 clusters Score -405150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -400931.031250 Penalty: 4184.677734
	Iteration 0F: 3 clusters Score -400931 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -401930.531250 Penalty: 4184.677734
	Iteration 1F: 3 clusters Score -401930.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -402206.406250 Penalty: 4184.677734
	Iteration 2F: 3 clusters Score -402206.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -402382.031250 Penalty: 4184.677734
	Iteration 3F: 3 clusters Score -402382 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -402516.875000 Penalty: 4184.677734
	Iteration 4Q: 3 clusters Score -402516.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -402630.625000 Penalty: 4184.677734
	Iteration 5Q: 3 clusters Score -402630.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -402723.531250 Penalty: 4184.677734
	Iteration 6Q: 3 clusters Score -402723.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -402788.968750 Penalty: 4184.677734
	Iteration 7Q: 3 clusters Score -402789 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -402844.062500 Penalty: 4184.677734
	Iteration 8Q: 3 clusters Score -402844.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -402891.531250 Penalty: 4184.677734
	Iteration 9Q: 3 clusters Score -402891.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -402936.031250 Penalty: 4184.677734
	Iteration 10Q: 3 clusters Score -402936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -402965.906250 Penalty: 4184.677734
	Iteration 11Q: 3 clusters Score -402965.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -402986.937500 Penalty: 4184.677734
	Iteration 12Q: 3 clusters Score -402986.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -402999.625000 Penalty: 4184.677734
	Iteration 13Q: 3 clusters Score -402999.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -403011.281250 Penalty: 4184.677734
	Iteration 14Q: 3 clusters Score -403011.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -403021.968750 Penalty: 4184.677734
	Iteration 15Q: 3 clusters Score -403022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -403038.000000 Penalty: 4184.677734
	Iteration 16Q: 3 clusters Score -403038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -403050.875000 Penalty: 4184.677734
	Iteration 17Q: 3 clusters Score -403050.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -403062.500000 Penalty: 4184.677734
	Iteration 18Q: 3 clusters Score -403062.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -403066.937500 Penalty: 4184.677734
	Iteration 19Q: 3 clusters Score -403066.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -403071.593750 Penalty: 4184.677734
	Iteration 20F: 3 clusters Score -403071.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -403074.000000 Penalty: 4184.677734
	Iteration 21Q: 3 clusters Score -403074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -403074.906250 Penalty: 4184.677734
	Iteration 22Q: 3 clusters Score -403074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -403076.437500 Penalty: 4184.677734
	Iteration 23Q: 3 clusters Score -403076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -403079.125000 Penalty: 4184.677734
	Iteration 24Q: 3 clusters Score -403079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -403079.875000 Penalty: 4184.677734
	Iteration 25Q: 3 clusters Score -403079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -403080.625000 Penalty: 4184.677734
	Iteration 26Q: 3 clusters Score -403080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -403080.625000 Penalty: 4184.677734
	Iteration 27F: 3 clusters Score -403080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Entering Unmasked Estep 
Score: -379348.437500 Penalty: 2100.844971
	Iteration 0F: 2 clusters Score -379348.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -374942.468750 Penalty: 4201.689941
	Iteration 0F: 3 clusters Score -374942.5 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -376019.312500 Penalty: 4201.689941
	Iteration 1F: 3 clusters Score -376019.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -376313.031250 Penalty: 4201.689941
	Iteration 2F: 3 clusters Score -376313 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -376571.031250 Penalty: 4201.689941
	Iteration 3F: 3 clusters Score -376571 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -376810.375000 Penalty: 4201.689941
	Iteration 4F: 3 clusters Score -376810.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -377062.250000 Penalty: 4201.689941
	Iteration 5F: 3 clusters Score -377062.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -377306.687500 Penalty: 4201.689941
	Iteration 6F: 3 clusters Score -377306.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -377519.625000 Penalty: 4201.689941
	Iteration 7Q: 3 clusters Score -377519.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -377705.031250 Penalty: 4201.689941
	Iteration 8Q: 3 clusters Score -377705 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -377861.437500 Penalty: 4201.689941
	Iteration 9Q: 3 clusters Score -377861.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -377950.656250 Penalty: 4201.689941
	Iteration 10Q: 3 clusters Score -377950.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -378002.625000 Penalty: 4201.689941
	Iteration 11Q: 3 clusters Score -378002.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -378037.687500 Penalty: 4201.689941
	Iteration 12Q: 3 clusters Score -378037.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -378064.437500 Penalty: 4201.689941
	Iteration 13Q: 3 clusters Score -378064.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -378089.437500 Penalty: 4201.689941
	Iteration 14Q: 3 clusters Score -378089.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -378112.843750 Penalty: 4201.689941
	Iteration 15Q: 3 clusters Score -378112.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -378125.437500 Penalty: 4201.689941
	Iteration 16Q: 3 clusters Score -378125.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -378134.500000 Penalty: 4201.689941
	Iteration 17Q: 3 clusters Score -378134.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -378142.687500 Penalty: 4201.689941
	Iteration 18Q: 3 clusters Score -378142.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -378149.375000 Penalty: 4201.689941
	Iteration 19Q: 3 clusters Score -378149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -378152.375000 Penalty: 4201.689941
	Iteration 20F: 3 clusters Score -378152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -378152.187500 Penalty: 4201.689941
	Iteration 21Q: 3 clusters Score -378152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -378152.000000 Penalty: 4201.689941
	Iteration 22Q: 3 clusters Score -378152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -378152.000000 Penalty: 4201.689941
	Iteration 23F: 3 clusters Score -378152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Entering Unmasked Estep 
Score: -1276513.500000 Penalty: 2398.920898
	Iteration 0F: 2 clusters Score -1276514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1265088.750000 Penalty: 4797.841797
	Iteration 0F: 3 clusters Score -1265089 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1268673.500000 Penalty: 4797.841797
	Iteration 1F: 3 clusters Score -1268674 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1269025.500000 Penalty: 4797.841797
	Iteration 2F: 3 clusters Score -1269026 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1269349.375000 Penalty: 4797.841797
	Iteration 3Q: 3 clusters Score -1269349 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1269642.875000 Penalty: 4797.841797
	Iteration 4Q: 3 clusters Score -1269643 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1270010.625000 Penalty: 4797.841797
	Iteration 5Q: 3 clusters Score -1270011 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1270450.750000 Penalty: 4797.841797
	Iteration 6Q: 3 clusters Score -1270451 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1270918.750000 Penalty: 4797.841797
	Iteration 7F: 3 clusters Score -1270919 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1271363.125000 Penalty: 4797.841797
	Iteration 8F: 3 clusters Score -1271363 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1271731.125000 Penalty: 4797.841797
	Iteration 9Q: 3 clusters Score -1271731 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1272025.875000 Penalty: 4797.841797
	Iteration 10Q: 3 clusters Score -1272026 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1272250.500000 Penalty: 4797.841797
	Iteration 11Q: 3 clusters Score -1272250 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1272451.125000 Penalty: 4797.841797
	Iteration 12Q: 3 clusters Score -1272451 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1272655.375000 Penalty: 4797.841797
	Iteration 13Q: 3 clusters Score -1272655 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1272869.000000 Penalty: 4797.841797
	Iteration 14Q: 3 clusters Score -1272869 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1273089.625000 Penalty: 4797.841797
	Iteration 15Q: 3 clusters Score -1273090 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1273264.500000 Penalty: 4797.841797
	Iteration 16Q: 3 clusters Score -1273264 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1273409.875000 Penalty: 4797.841797
	Iteration 17Q: 3 clusters Score -1273410 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1273536.875000 Penalty: 4797.841797
	Iteration 18Q: 3 clusters Score -1273537 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1273648.750000 Penalty: 4797.841797
	Iteration 19Q: 3 clusters Score -1273649 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1273735.625000 Penalty: 4797.841797
	Iteration 20F: 3 clusters Score -1273736 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1273838.875000 Penalty: 4797.841797
	Iteration 21Q: 3 clusters Score -1273839 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1273927.875000 Penalty: 4797.841797
	Iteration 22Q: 3 clusters Score -1273928 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1274022.750000 Penalty: 4797.841797
	Iteration 23Q: 3 clusters Score -1274023 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1274111.375000 Penalty: 4797.841797
	Iteration 24Q: 3 clusters Score -1274111 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1274185.500000 Penalty: 4797.841797
	Iteration 25Q: 3 clusters Score -1274186 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1274248.250000 Penalty: 4797.841797
	Iteration 26Q: 3 clusters Score -1274248 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1274294.750000 Penalty: 4797.841797
	Iteration 27Q: 3 clusters Score -1274295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1274340.750000 Penalty: 4797.841797
	Iteration 28Q: 3 clusters Score -1274341 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1274377.750000 Penalty: 4797.841797
	Iteration 29Q: 3 clusters Score -1274378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1274413.500000 Penalty: 4797.841797
	Iteration 30Q: 3 clusters Score -1274414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1274446.125000 Penalty: 4797.841797
	Iteration 31Q: 3 clusters Score -1274446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1274464.750000 Penalty: 4797.841797
	Iteration 32Q: 3 clusters Score -1274465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1274482.000000 Penalty: 4797.841797
	Iteration 33Q: 3 clusters Score -1274482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1274490.125000 Penalty: 4797.841797
	Iteration 34Q: 3 clusters Score -1274490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1274500.000000 Penalty: 4797.841797
	Iteration 35Q: 3 clusters Score -1274500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1274504.625000 Penalty: 4797.841797
	Iteration 36Q: 3 clusters Score -1274505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1274511.375000 Penalty: 4797.841797
	Iteration 37Q: 3 clusters Score -1274511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1274519.125000 Penalty: 4797.841797
	Iteration 38Q: 3 clusters Score -1274519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1274528.125000 Penalty: 4797.841797
	Iteration 39Q: 3 clusters Score -1274528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1274530.875000 Penalty: 4797.841797
	Iteration 40F: 3 clusters Score -1274531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1274528.125000 Penalty: 4797.841797
	Iteration 41Q: 3 clusters Score -1274528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1274530.750000 Penalty: 4797.841797
	Iteration 42Q: 3 clusters Score -1274531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1274536.000000 Penalty: 4797.841797
	Iteration 43Q: 3 clusters Score -1274536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1274534.375000 Penalty: 4797.841797
	Iteration 44Q: 3 clusters Score -1274534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1274537.000000 Penalty: 4797.841797
	Iteration 45Q: 3 clusters Score -1274537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1274537.500000 Penalty: 4797.841797
	Iteration 46Q: 3 clusters Score -1274538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1274540.625000 Penalty: 4797.841797
	Iteration 47Q: 3 clusters Score -1274541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1274543.875000 Penalty: 4797.841797
	Iteration 48Q: 3 clusters Score -1274544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1274546.250000 Penalty: 4797.841797
	Iteration 49Q: 3 clusters Score -1274546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1274549.250000 Penalty: 4797.841797
	Iteration 50Q: 3 clusters Score -1274549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1274547.375000 Penalty: 4797.841797
	Iteration 51Q: 3 clusters Score -1274547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1274547.000000 Penalty: 4797.841797
	Iteration 52Q: 3 clusters Score -1274547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1274547.000000 Penalty: 4797.841797
	Iteration 53F: 3 clusters Score -1274547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -156946.703125 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -156946.7 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 1032 members 
Entering Unmasked Estep 
Score: -154271.671875 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -154271.7 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -154903.375000 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -154903.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -155125.312500 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -155125.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -155232.187500 Penalty: 3810.739990
	Iteration 3Q: 3 clusters Score -155232.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -155288.015625 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -155288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -155323.609375 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -155323.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -155360.000000 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -155360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -155394.921875 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -155394.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -155416.734375 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -155416.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -155429.359375 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -155429.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -155439.968750 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -155440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -155452.187500 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -155452.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -155466.250000 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -155466.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -155479.390625 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -155479.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -155497.843750 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -155497.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -155508.671875 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -155508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -155515.031250 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -155515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -155523.453125 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -155523.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -155539.031250 Penalty: 3810.739990
	Iteration 18Q: 3 clusters Score -155539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -155549.468750 Penalty: 3810.739990
	Iteration 19Q: 3 clusters Score -155549.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -155556.390625 Penalty: 3810.739990
	Iteration 20F: 3 clusters Score -155556.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -155563.140625 Penalty: 3810.739990
	Iteration 21Q: 3 clusters Score -155563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -155569.281250 Penalty: 3810.739990
	Iteration 22Q: 3 clusters Score -155569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -155574.218750 Penalty: 3810.739990
	Iteration 23Q: 3 clusters Score -155574.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -155581.671875 Penalty: 3810.739990
	Iteration 24Q: 3 clusters Score -155581.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -155592.500000 Penalty: 3810.739990
	Iteration 25Q: 3 clusters Score -155592.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -155601.218750 Penalty: 3810.739990
	Iteration 26Q: 3 clusters Score -155601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -155606.437500 Penalty: 3810.739990
	Iteration 27Q: 3 clusters Score -155606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -155610.296875 Penalty: 3810.739990
	Iteration 28Q: 3 clusters Score -155610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -155611.593750 Penalty: 3810.739990
	Iteration 29Q: 3 clusters Score -155611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -155612.812500 Penalty: 3810.739990
	Iteration 30Q: 3 clusters Score -155612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -155616.843750 Penalty: 3810.739990
	Iteration 31Q: 3 clusters Score -155616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -155619.234375 Penalty: 3810.739990
	Iteration 32Q: 3 clusters Score -155619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -155622.218750 Penalty: 3810.739990
	Iteration 33Q: 3 clusters Score -155622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -155624.687500 Penalty: 3810.739990
	Iteration 34Q: 3 clusters Score -155624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -155629.796875 Penalty: 3810.739990
	Iteration 35Q: 3 clusters Score -155629.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -155635.578125 Penalty: 3810.739990
	Iteration 36Q: 3 clusters Score -155635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -155641.468750 Penalty: 3810.739990
	Iteration 37Q: 3 clusters Score -155641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -155644.562500 Penalty: 3810.739990
	Iteration 38Q: 3 clusters Score -155644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -155650.890625 Penalty: 3810.739990
	Iteration 39Q: 3 clusters Score -155650.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -155654.093750 Penalty: 3810.739990
	Iteration 40F: 3 clusters Score -155654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -155655.296875 Penalty: 3810.739990
	Iteration 41Q: 3 clusters Score -155655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -155656.703125 Penalty: 3810.739990
	Iteration 42Q: 3 clusters Score -155656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -155656.703125 Penalty: 3810.739990
	Iteration 43F: 3 clusters Score -155656.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Entering Unmasked Estep 
Score: -1713363.625000 Penalty: 2463.936523
	Iteration 0F: 2 clusters Score -1713364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1698860.000000 Penalty: 4927.873047
	Iteration 0F: 3 clusters Score -1698860 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1703845.875000 Penalty: 4927.873047
	Iteration 1F: 3 clusters Score -1703846 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1704280.125000 Penalty: 4927.873047
	Iteration 2F: 3 clusters Score -1704280 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1704614.875000 Penalty: 4927.873047
	Iteration 3Q: 3 clusters Score -1704615 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1704951.500000 Penalty: 4927.873047
	Iteration 4Q: 3 clusters Score -1704952 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1705357.375000 Penalty: 4927.873047
	Iteration 5Q: 3 clusters Score -1705357 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1705916.500000 Penalty: 4927.873047
	Iteration 6Q: 3 clusters Score -1705916 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1706656.750000 Penalty: 4927.873047
	Iteration 7F: 3 clusters Score -1706657 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1707517.250000 Penalty: 4927.873047
	Iteration 8F: 3 clusters Score -1707517 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1708449.375000 Penalty: 4927.873047
	Iteration 9F: 3 clusters Score -1708449 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1709392.000000 Penalty: 4927.873047
	Iteration 10F: 3 clusters Score -1709392 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1710270.750000 Penalty: 4927.873047
	Iteration 11F: 3 clusters Score -1710271 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1711034.125000 Penalty: 4927.873047
	Iteration 12Q: 3 clusters Score -1711034 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1711601.625000 Penalty: 4927.873047
	Iteration 13Q: 3 clusters Score -1711602 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1711888.250000 Penalty: 4927.873047
	Iteration 14Q: 3 clusters Score -1711888 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1712055.500000 Penalty: 4927.873047
	Iteration 15Q: 3 clusters Score -1712056 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1712143.375000 Penalty: 4927.873047
	Iteration 16Q: 3 clusters Score -1712143 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1712214.500000 Penalty: 4927.873047
	Iteration 17Q: 3 clusters Score -1712214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1712244.000000 Penalty: 4927.873047
	Iteration 18Q: 3 clusters Score -1712244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1712281.125000 Penalty: 4927.873047
	Iteration 19Q: 3 clusters Score -1712281 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1712313.625000 Penalty: 4927.873047
	Iteration 20F: 3 clusters Score -1712314 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1712342.875000 Penalty: 4927.873047
	Iteration 21Q: 3 clusters Score -1712343 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1712369.250000 Penalty: 4927.873047
	Iteration 22Q: 3 clusters Score -1712369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1712387.000000 Penalty: 4927.873047
	Iteration 23Q: 3 clusters Score -1712387 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1712409.250000 Penalty: 4927.873047
	Iteration 24Q: 3 clusters Score -1712409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1712428.375000 Penalty: 4927.873047
	Iteration 25Q: 3 clusters Score -1712428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1712448.125000 Penalty: 4927.873047
	Iteration 26Q: 3 clusters Score -1712448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1712474.375000 Penalty: 4927.873047
	Iteration 27Q: 3 clusters Score -1712474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1712480.500000 Penalty: 4927.873047
	Iteration 28Q: 3 clusters Score -1712480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1712496.500000 Penalty: 4927.873047
	Iteration 29Q: 3 clusters Score -1712496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1712511.625000 Penalty: 4927.873047
	Iteration 30Q: 3 clusters Score -1712512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1712519.750000 Penalty: 4927.873047
	Iteration 31Q: 3 clusters Score -1712520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1712527.250000 Penalty: 4927.873047
	Iteration 32Q: 3 clusters Score -1712527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1712535.250000 Penalty: 4927.873047
	Iteration 33Q: 3 clusters Score -1712535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1712539.875000 Penalty: 4927.873047
	Iteration 34Q: 3 clusters Score -1712540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1712545.750000 Penalty: 4927.873047
	Iteration 35Q: 3 clusters Score -1712546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1712549.250000 Penalty: 4927.873047
	Iteration 36Q: 3 clusters Score -1712549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1712551.625000 Penalty: 4927.873047
	Iteration 37Q: 3 clusters Score -1712552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1712562.250000 Penalty: 4927.873047
	Iteration 38Q: 3 clusters Score -1712562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1712562.750000 Penalty: 4927.873047
	Iteration 39Q: 3 clusters Score -1712563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1712563.625000 Penalty: 4927.873047
	Iteration 40F: 3 clusters Score -1712564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1712566.750000 Penalty: 4927.873047
	Iteration 41Q: 3 clusters Score -1712567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1712566.500000 Penalty: 4927.873047
	Iteration 42Q: 3 clusters Score -1712566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1712570.250000 Penalty: 4927.873047
	Iteration 43Q: 3 clusters Score -1712570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1712572.375000 Penalty: 4927.873047
	Iteration 44Q: 3 clusters Score -1712572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1712570.500000 Penalty: 4927.873047
	Iteration 45Q: 3 clusters Score -1712570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1712575.875000 Penalty: 4927.873047
	Iteration 46Q: 3 clusters Score -1712576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1712573.875000 Penalty: 4927.873047
	Iteration 47Q: 3 clusters Score -1712574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1712575.625000 Penalty: 4927.873047
	Iteration 48Q: 3 clusters Score -1712576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1712574.375000 Penalty: 4927.873047
	Iteration 49Q: 3 clusters Score -1712574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1712574.125000 Penalty: 4927.873047
	Iteration 50Q: 3 clusters Score -1712574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1712574.125000 Penalty: 4927.873047
	Iteration 51F: 3 clusters Score -1712574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Entering Unmasked Estep 
Score: -3482810.500000 Penalty: 2631.015381
	Iteration 0F: 2 clusters Score -3482810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3455477.000000 Penalty: 5262.030762
	Iteration 0F: 3 clusters Score -3455477 nChanged 18510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3465702.500000 Penalty: 5262.030762
	Iteration 1F: 3 clusters Score -3465702 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3466542.750000 Penalty: 5262.030762
	Iteration 2F: 3 clusters Score -3466543 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3467552.000000 Penalty: 5262.030762
	Iteration 3F: 3 clusters Score -3467552 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3468885.250000 Penalty: 5262.030762
	Iteration 4F: 3 clusters Score -3468885 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3470606.500000 Penalty: 5262.030762
	Iteration 5F: 3 clusters Score -3470606 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3472490.500000 Penalty: 5262.030762
	Iteration 6F: 3 clusters Score -3472490 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3474272.500000 Penalty: 5262.030762
	Iteration 7F: 3 clusters Score -3474272 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -3475894.500000 Penalty: 5262.030762
	Iteration 8F: 3 clusters Score -3475894 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -3477314.250000 Penalty: 5262.030762
	Iteration 9Q: 3 clusters Score -3477314 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -3478362.500000 Penalty: 5262.030762
	Iteration 10Q: 3 clusters Score -3478362 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -3479020.500000 Penalty: 5262.030762
	Iteration 11Q: 3 clusters Score -3479020 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -3479404.000000 Penalty: 5262.030762
	Iteration 12Q: 3 clusters Score -3479404 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -3479597.250000 Penalty: 5262.030762
	Iteration 13Q: 3 clusters Score -3479597 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -3479719.750000 Penalty: 5262.030762
	Iteration 14Q: 3 clusters Score -3479720 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -3479793.250000 Penalty: 5262.030762
	Iteration 15Q: 3 clusters Score -3479793 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -3479877.000000 Penalty: 5262.030762
	Iteration 16Q: 3 clusters Score -3479877 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -3479947.000000 Penalty: 5262.030762
	Iteration 17Q: 3 clusters Score -3479947 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -3479999.500000 Penalty: 5262.030762
	Iteration 18Q: 3 clusters Score -3480000 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -3480054.500000 Penalty: 5262.030762
	Iteration 19Q: 3 clusters Score -3480054 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -3480096.000000 Penalty: 5262.030762
	Iteration 20F: 3 clusters Score -3480096 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -3480136.750000 Penalty: 5262.030762
	Iteration 21Q: 3 clusters Score -3480137 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -3480168.750000 Penalty: 5262.030762
	Iteration 22Q: 3 clusters Score -3480169 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -3480201.750000 Penalty: 5262.030762
	Iteration 23Q: 3 clusters Score -3480202 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -3480224.500000 Penalty: 5262.030762
	Iteration 24Q: 3 clusters Score -3480224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -3480258.250000 Penalty: 5262.030762
	Iteration 25Q: 3 clusters Score -3480258 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -3480274.500000 Penalty: 5262.030762
	Iteration 26Q: 3 clusters Score -3480274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -3480309.750000 Penalty: 5262.030762
	Iteration 27Q: 3 clusters Score -3480310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -3480331.500000 Penalty: 5262.030762
	Iteration 28Q: 3 clusters Score -3480332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -3480356.750000 Penalty: 5262.030762
	Iteration 29Q: 3 clusters Score -3480357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -3480371.750000 Penalty: 5262.030762
	Iteration 30Q: 3 clusters Score -3480372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -3480397.500000 Penalty: 5262.030762
	Iteration 31Q: 3 clusters Score -3480398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -3480410.250000 Penalty: 5262.030762
	Iteration 32Q: 3 clusters Score -3480410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -3480424.250000 Penalty: 5262.030762
	Iteration 33Q: 3 clusters Score -3480424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -3480440.750000 Penalty: 5262.030762
	Iteration 34Q: 3 clusters Score -3480441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -3480447.750000 Penalty: 5262.030762
	Iteration 35Q: 3 clusters Score -3480448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -3480460.250000 Penalty: 5262.030762
	Iteration 36Q: 3 clusters Score -3480460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -3480474.250000 Penalty: 5262.030762
	Iteration 37Q: 3 clusters Score -3480474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -3480484.500000 Penalty: 5262.030762
	Iteration 38Q: 3 clusters Score -3480484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -3480500.500000 Penalty: 5262.030762
	Iteration 39Q: 3 clusters Score -3480500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -3480506.000000 Penalty: 5262.030762
	Iteration 40F: 3 clusters Score -3480506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -3480519.000000 Penalty: 5262.030762
	Iteration 41Q: 3 clusters Score -3480519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -3480526.250000 Penalty: 5262.030762
	Iteration 42Q: 3 clusters Score -3480526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -3480535.250000 Penalty: 5262.030762
	Iteration 43Q: 3 clusters Score -3480535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -3480543.500000 Penalty: 5262.030762
	Iteration 44Q: 3 clusters Score -3480544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -3480548.750000 Penalty: 5262.030762
	Iteration 45Q: 3 clusters Score -3480549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -3480543.250000 Penalty: 5262.030762
	Iteration 46Q: 3 clusters Score -3480543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -3480554.000000 Penalty: 5262.030762
	Iteration 47Q: 3 clusters Score -3480554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -3480559.000000 Penalty: 5262.030762
	Iteration 48Q: 3 clusters Score -3480559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -3480565.500000 Penalty: 5262.030762
	Iteration 49Q: 3 clusters Score -3480566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -3480567.500000 Penalty: 5262.030762
	Iteration 50Q: 3 clusters Score -3480568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -3480575.250000 Penalty: 5262.030762
	Iteration 51Q: 3 clusters Score -3480575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -3480572.250000 Penalty: 5262.030762
	Iteration 52Q: 3 clusters Score -3480572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -3480584.000000 Penalty: 5262.030762
	Iteration 53Q: 3 clusters Score -3480584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -3480585.750000 Penalty: 5262.030762
	Iteration 54Q: 3 clusters Score -3480586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -3480587.500000 Penalty: 5262.030762
	Iteration 55Q: 3 clusters Score -3480588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -3480587.500000 Penalty: 5262.030762
	Iteration 56Q: 3 clusters Score -3480588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -3480597.750000 Penalty: 5262.030762
	Iteration 57Q: 3 clusters Score -3480598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -3480595.000000 Penalty: 5262.030762
	Iteration 58Q: 3 clusters Score -3480595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -3480597.000000 Penalty: 5262.030762
	Iteration 59Q: 3 clusters Score -3480597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -3480595.000000 Penalty: 5262.030762
	Iteration 60F: 3 clusters Score -3480595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -3480602.750000 Penalty: 5262.030762
	Iteration 61Q: 3 clusters Score -3480603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -3480598.500000 Penalty: 5262.030762
	Iteration 62Q: 3 clusters Score -3480598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -3480603.000000 Penalty: 5262.030762
	Iteration 63Q: 3 clusters Score -3480603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -3480597.500000 Penalty: 5262.030762
	Iteration 64Q: 3 clusters Score -3480598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -3480601.750000 Penalty: 5262.030762
	Iteration 65Q: 3 clusters Score -3480602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -3480605.000000 Penalty: 5262.030762
	Iteration 66Q: 3 clusters Score -3480605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -3480605.250000 Penalty: 5262.030762
	Iteration 67Q: 3 clusters Score -3480605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -3480605.750000 Penalty: 5262.030762
	Iteration 68Q: 3 clusters Score -3480606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -3480606.750000 Penalty: 5262.030762
	Iteration 69Q: 3 clusters Score -3480607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -3480605.250000 Penalty: 5262.030762
	Iteration 70Q: 3 clusters Score -3480605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -3480605.250000 Penalty: 5262.030762
	Iteration 71F: 3 clusters Score -3480605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Entering Unmasked Estep 
Score: -889679.187500 Penalty: 2287.367676
	Iteration 0F: 2 clusters Score -889679.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -881967.875000 Penalty: 4574.735352
	Iteration 0F: 3 clusters Score -881967.9 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -884245.875000 Penalty: 4574.735352
	Iteration 1F: 3 clusters Score -884245.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -884526.187500 Penalty: 4574.735352
	Iteration 2F: 3 clusters Score -884526.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -884695.562500 Penalty: 4574.735352
	Iteration 3Q: 3 clusters Score -884695.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -884813.687500 Penalty: 4574.735352
	Iteration 4Q: 3 clusters Score -884813.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -884915.250000 Penalty: 4574.735352
	Iteration 5Q: 3 clusters Score -884915.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -885001.562500 Penalty: 4574.735352
	Iteration 6Q: 3 clusters Score -885001.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -885078.937500 Penalty: 4574.735352
	Iteration 7Q: 3 clusters Score -885078.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -885153.562500 Penalty: 4574.735352
	Iteration 8Q: 3 clusters Score -885153.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -885230.812500 Penalty: 4574.735352
	Iteration 9Q: 3 clusters Score -885230.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -885302.250000 Penalty: 4574.735352
	Iteration 10Q: 3 clusters Score -885302.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -885366.937500 Penalty: 4574.735352
	Iteration 11Q: 3 clusters Score -885366.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -885448.562500 Penalty: 4574.735352
	Iteration 12Q: 3 clusters Score -885448.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -885549.687500 Penalty: 4574.735352
	Iteration 13Q: 3 clusters Score -885549.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -885685.875000 Penalty: 4574.735352
	Iteration 14Q: 3 clusters Score -885685.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -885856.625000 Penalty: 4574.735352
	Iteration 15Q: 3 clusters Score -885856.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -886071.437500 Penalty: 4574.735352
	Iteration 16Q: 3 clusters Score -886071.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -886295.625000 Penalty: 4574.735352
	Iteration 17Q: 3 clusters Score -886295.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -886533.687500 Penalty: 4574.735352
	Iteration 18Q: 3 clusters Score -886533.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -886794.937500 Penalty: 4574.735352
	Iteration 19Q: 3 clusters Score -886794.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -887005.875000 Penalty: 4574.735352
	Iteration 20F: 3 clusters Score -887005.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -887187.375000 Penalty: 4574.735352
	Iteration 21Q: 3 clusters Score -887187.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -887332.062500 Penalty: 4574.735352
	Iteration 22Q: 3 clusters Score -887332.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -887434.500000 Penalty: 4574.735352
	Iteration 23Q: 3 clusters Score -887434.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -887509.187500 Penalty: 4574.735352
	Iteration 24Q: 3 clusters Score -887509.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -887572.187500 Penalty: 4574.735352
	Iteration 25Q: 3 clusters Score -887572.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -887609.062500 Penalty: 4574.735352
	Iteration 26Q: 3 clusters Score -887609.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -887623.062500 Penalty: 4574.735352
	Iteration 27Q: 3 clusters Score -887623.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -887640.250000 Penalty: 4574.735352
	Iteration 28Q: 3 clusters Score -887640.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -887647.562500 Penalty: 4574.735352
	Iteration 29Q: 3 clusters Score -887647.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -887662.500000 Penalty: 4574.735352
	Iteration 30Q: 3 clusters Score -887662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -887673.125000 Penalty: 4574.735352
	Iteration 31Q: 3 clusters Score -887673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -887679.437500 Penalty: 4574.735352
	Iteration 32Q: 3 clusters Score -887679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -887684.375000 Penalty: 4574.735352
	Iteration 33Q: 3 clusters Score -887684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -887694.312500 Penalty: 4574.735352
	Iteration 34Q: 3 clusters Score -887694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -887697.187500 Penalty: 4574.735352
	Iteration 35Q: 3 clusters Score -887697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -887698.812500 Penalty: 4574.735352
	Iteration 36Q: 3 clusters Score -887698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -887700.562500 Penalty: 4574.735352
	Iteration 37Q: 3 clusters Score -887700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -887700.312500 Penalty: 4574.735352
	Iteration 38Q: 3 clusters Score -887700.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -887702.812500 Penalty: 4574.735352
	Iteration 39Q: 3 clusters Score -887702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -887702.812500 Penalty: 4574.735352
	Iteration 40F: 3 clusters Score -887702.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Entering Unmasked Estep 
Score: -1330961.125000 Penalty: 2388.574951
	Iteration 0F: 2 clusters Score -1330961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1319989.125000 Penalty: 4777.149902
	Iteration 0F: 3 clusters Score -1319989 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1323542.250000 Penalty: 4777.149902
	Iteration 1F: 3 clusters Score -1323542 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1323906.250000 Penalty: 4777.149902
	Iteration 2F: 3 clusters Score -1323906 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1324176.500000 Penalty: 4777.149902
	Iteration 3Q: 3 clusters Score -1324176 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1324424.250000 Penalty: 4777.149902
	Iteration 4Q: 3 clusters Score -1324424 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1324730.125000 Penalty: 4777.149902
	Iteration 5Q: 3 clusters Score -1324730 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1325124.375000 Penalty: 4777.149902
	Iteration 6Q: 3 clusters Score -1325124 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1325819.625000 Penalty: 4777.149902
	Iteration 7Q: 3 clusters Score -1325820 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1327202.000000 Penalty: 4777.149902
	Iteration 8Q: 3 clusters Score -1327202 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1329371.750000 Penalty: 4777.149902
	Iteration 9F: 3 clusters Score -1329372 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1330700.625000 Penalty: 4777.149902
	Iteration 10F: 3 clusters Score -1330701 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1331992.500000 Penalty: 4777.149902
	Iteration 11F: 3 clusters Score -1331992 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1333366.000000 Penalty: 4777.149902
	Iteration 12F: 3 clusters Score -1333366 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1334661.000000 Penalty: 4777.149902
	Iteration 13F: 3 clusters Score -1334661 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1336079.500000 Penalty: 4777.149902
	Iteration 14F: 3 clusters Score -1336080 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1337557.500000 Penalty: 4777.149902
	Iteration 15Q: 3 clusters Score -1337558 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1338661.500000 Penalty: 4777.149902
	Iteration 16Q: 3 clusters Score -1338662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1338767.875000 Penalty: 4777.149902
	Iteration 17Q: 3 clusters Score -1338768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1338765.875000 Penalty: 4777.149902
	Iteration 18Q: 3 clusters Score -1338766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1338766.625000 Penalty: 4777.149902
	Iteration 19Q: 3 clusters Score -1338767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1338766.625000 Penalty: 4777.149902
	Iteration 20F: 3 clusters Score -1338767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 15884 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 20645 members 
Mstep: Class 9 contains 40495 members 
Mstep: Class 10 contains 10130 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 30013 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 11297 members 
Mstep: Class 16 contains 107897 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 7033 members 
Mstep: Class 19 contains 11739 members 
Mstep: Class 20 contains 22791 members 
Mstep: Class 21 contains 20353 members 
Mstep: Class 22 contains 13095 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 24939 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5967 members 
Mstep: Class 28 contains 9579 members 
Mstep: Class 29 contains 7426 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 19404 members 
Mstep: Class 32 contains 10692 members 
Entering Unmasked Estep 
Score: -38148904.000000 Penalty: 103566.023438
Splitting cluster 11 changes total score from -38141804.000000 to -38148904.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -308693.843750 Penalty: 2042.369507
	Iteration 0F: 2 clusters Score -308693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -304921.500000 Penalty: 4084.739014
	Iteration 0F: 3 clusters Score -304921.5 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -305767.093750 Penalty: 4084.739014
	Iteration 1F: 3 clusters Score -305767.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -305954.250000 Penalty: 4084.739014
	Iteration 2F: 3 clusters Score -305954.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -306056.125000 Penalty: 4084.739014
	Iteration 3Q: 3 clusters Score -306056.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -306137.656250 Penalty: 4084.739014
	Iteration 4Q: 3 clusters Score -306137.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -306230.531250 Penalty: 4084.739014
	Iteration 5Q: 3 clusters Score -306230.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -306298.312500 Penalty: 4084.739014
	Iteration 6Q: 3 clusters Score -306298.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -306341.406250 Penalty: 4084.739014
	Iteration 7Q: 3 clusters Score -306341.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -306383.156250 Penalty: 4084.739014
	Iteration 8Q: 3 clusters Score -306383.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -306417.812500 Penalty: 4084.739014
	Iteration 9Q: 3 clusters Score -306417.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -306446.500000 Penalty: 4084.739014
	Iteration 10Q: 3 clusters Score -306446.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -306466.562500 Penalty: 4084.739014
	Iteration 11Q: 3 clusters Score -306466.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -306487.218750 Penalty: 4084.739014
	Iteration 12Q: 3 clusters Score -306487.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -306507.281250 Penalty: 4084.739014
	Iteration 13Q: 3 clusters Score -306507.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -306525.593750 Penalty: 4084.739014
	Iteration 14Q: 3 clusters Score -306525.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -306545.781250 Penalty: 4084.739014
	Iteration 15Q: 3 clusters Score -306545.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -306563.187500 Penalty: 4084.739014
	Iteration 16Q: 3 clusters Score -306563.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -306583.750000 Penalty: 4084.739014
	Iteration 17Q: 3 clusters Score -306583.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -306602.968750 Penalty: 4084.739014
	Iteration 18Q: 3 clusters Score -306603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -306617.593750 Penalty: 4084.739014
	Iteration 19Q: 3 clusters Score -306617.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -306629.406250 Penalty: 4084.739014
	Iteration 20F: 3 clusters Score -306629.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -306637.187500 Penalty: 4084.739014
	Iteration 21Q: 3 clusters Score -306637.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -306649.343750 Penalty: 4084.739014
	Iteration 22Q: 3 clusters Score -306649.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -306662.718750 Penalty: 4084.739014
	Iteration 23Q: 3 clusters Score -306662.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -306673.312500 Penalty: 4084.739014
	Iteration 24Q: 3 clusters Score -306673.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -306679.406250 Penalty: 4084.739014
	Iteration 25Q: 3 clusters Score -306679.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -306685.625000 Penalty: 4084.739014
	Iteration 26Q: 3 clusters Score -306685.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -306692.468750 Penalty: 4084.739014
	Iteration 27Q: 3 clusters Score -306692.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -306700.000000 Penalty: 4084.739014
	Iteration 28Q: 3 clusters Score -306700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -306712.843750 Penalty: 4084.739014
	Iteration 29Q: 3 clusters Score -306712.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -306724.500000 Penalty: 4084.739014
	Iteration 30Q: 3 clusters Score -306724.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -306744.875000 Penalty: 4084.739014
	Iteration 31Q: 3 clusters Score -306744.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -306763.187500 Penalty: 4084.739014
	Iteration 32Q: 3 clusters Score -306763.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -306777.343750 Penalty: 4084.739014
	Iteration 33Q: 3 clusters Score -306777.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -306795.156250 Penalty: 4084.739014
	Iteration 34Q: 3 clusters Score -306795.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -306808.500000 Penalty: 4084.739014
	Iteration 35Q: 3 clusters Score -306808.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -306817.625000 Penalty: 4084.739014
	Iteration 36Q: 3 clusters Score -306817.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -306826.250000 Penalty: 4084.739014
	Iteration 37Q: 3 clusters Score -306826.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -306833.125000 Penalty: 4084.739014
	Iteration 38Q: 3 clusters Score -306833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -306840.562500 Penalty: 4084.739014
	Iteration 39Q: 3 clusters Score -306840.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -306849.625000 Penalty: 4084.739014
	Iteration 40F: 3 clusters Score -306849.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -306862.125000 Penalty: 4084.739014
	Iteration 41Q: 3 clusters Score -306862.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -306871.468750 Penalty: 4084.739014
	Iteration 42Q: 3 clusters Score -306871.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -306881.906250 Penalty: 4084.739014
	Iteration 43Q: 3 clusters Score -306881.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -306891.750000 Penalty: 4084.739014
	Iteration 44Q: 3 clusters Score -306891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -306898.218750 Penalty: 4084.739014
	Iteration 45Q: 3 clusters Score -306898.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -306907.500000 Penalty: 4084.739014
	Iteration 46Q: 3 clusters Score -306907.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -306918.937500 Penalty: 4084.739014
	Iteration 47Q: 3 clusters Score -306918.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -306927.531250 Penalty: 4084.739014
	Iteration 48Q: 3 clusters Score -306927.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -306933.156250 Penalty: 4084.739014
	Iteration 49Q: 3 clusters Score -306933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -306935.625000 Penalty: 4084.739014
	Iteration 50Q: 3 clusters Score -306935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -306938.937500 Penalty: 4084.739014
	Iteration 51Q: 3 clusters Score -306938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -306940.812500 Penalty: 4084.739014
	Iteration 52Q: 3 clusters Score -306940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -306941.500000 Penalty: 4084.739014
	Iteration 53Q: 3 clusters Score -306941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -306940.968750 Penalty: 4084.739014
	Iteration 54Q: 3 clusters Score -306941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -306942.125000 Penalty: 4084.739014
	Iteration 55Q: 3 clusters Score -306942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -306942.593750 Penalty: 4084.739014
	Iteration 56Q: 3 clusters Score -306942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -306942.593750 Penalty: 4084.739014
	Iteration 57F: 3 clusters Score -306942.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Entering Unmasked Estep 
Score: -2576592.250000 Penalty: 2556.727783
	Iteration 0F: 2 clusters Score -2576592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2555995.750000 Penalty: 5113.455566
	Iteration 0F: 3 clusters Score -2555996 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2563409.000000 Penalty: 5113.455566
	Iteration 1F: 3 clusters Score -2563409 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2563815.250000 Penalty: 5113.455566
	Iteration 2Q: 3 clusters Score -2563815 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2564176.500000 Penalty: 5113.455566
	Iteration 3Q: 3 clusters Score -2564176 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2564520.000000 Penalty: 5113.455566
	Iteration 4Q: 3 clusters Score -2564520 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2564875.750000 Penalty: 5113.455566
	Iteration 5Q: 3 clusters Score -2564876 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2565278.750000 Penalty: 5113.455566
	Iteration 6Q: 3 clusters Score -2565279 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2565848.500000 Penalty: 5113.455566
	Iteration 7Q: 3 clusters Score -2565848 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2566653.250000 Penalty: 5113.455566
	Iteration 8F: 3 clusters Score -2566653 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2567823.250000 Penalty: 5113.455566
	Iteration 9F: 3 clusters Score -2567823 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2569392.500000 Penalty: 5113.455566
	Iteration 10F: 3 clusters Score -2569392 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2571134.000000 Penalty: 5113.455566
	Iteration 11F: 3 clusters Score -2571134 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -2572565.250000 Penalty: 5113.455566
	Iteration 12F: 3 clusters Score -2572565 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -2573409.750000 Penalty: 5113.455566
	Iteration 13Q: 3 clusters Score -2573410 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -2573863.750000 Penalty: 5113.455566
	Iteration 14Q: 3 clusters Score -2573864 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -2574063.750000 Penalty: 5113.455566
	Iteration 15Q: 3 clusters Score -2574064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -2574159.000000 Penalty: 5113.455566
	Iteration 16Q: 3 clusters Score -2574159 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -2574239.500000 Penalty: 5113.455566
	Iteration 17Q: 3 clusters Score -2574240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -2574266.250000 Penalty: 5113.455566
	Iteration 18Q: 3 clusters Score -2574266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -2574277.000000 Penalty: 5113.455566
	Iteration 19Q: 3 clusters Score -2574277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -2574285.750000 Penalty: 5113.455566
	Iteration 20F: 3 clusters Score -2574286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -2574293.750000 Penalty: 5113.455566
	Iteration 21Q: 3 clusters Score -2574294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -2574295.500000 Penalty: 5113.455566
	Iteration 22Q: 3 clusters Score -2574296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2574301.500000 Penalty: 5113.455566
	Iteration 23Q: 3 clusters Score -2574302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -2574310.500000 Penalty: 5113.455566
	Iteration 24Q: 3 clusters Score -2574310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -2574312.250000 Penalty: 5113.455566
	Iteration 25Q: 3 clusters Score -2574312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -2574317.250000 Penalty: 5113.455566
	Iteration 26Q: 3 clusters Score -2574317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -2574322.750000 Penalty: 5113.455566
	Iteration 27Q: 3 clusters Score -2574323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -2574324.500000 Penalty: 5113.455566
	Iteration 28Q: 3 clusters Score -2574324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -2574325.000000 Penalty: 5113.455566
	Iteration 29Q: 3 clusters Score -2574325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -2574324.500000 Penalty: 5113.455566
	Iteration 30Q: 3 clusters Score -2574324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -2574324.500000 Penalty: 5113.455566
	Iteration 31F: 3 clusters Score -2574324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -383720.593750 Penalty: 2099.072998
	Iteration 0F: 2 clusters Score -383720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -379359.281250 Penalty: 4198.145996
	Iteration 0F: 3 clusters Score -379359.3 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -380405.312500 Penalty: 4198.145996
	Iteration 1F: 3 clusters Score -380405.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -380618.250000 Penalty: 4198.145996
	Iteration 2F: 3 clusters Score -380618.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -380778.156250 Penalty: 4198.145996
	Iteration 3F: 3 clusters Score -380778.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -380911.125000 Penalty: 4198.145996
	Iteration 4Q: 3 clusters Score -380911.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -381000.500000 Penalty: 4198.145996
	Iteration 5Q: 3 clusters Score -381000.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -381097.437500 Penalty: 4198.145996
	Iteration 6Q: 3 clusters Score -381097.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -381188.125000 Penalty: 4198.145996
	Iteration 7Q: 3 clusters Score -381188.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -381262.906250 Penalty: 4198.145996
	Iteration 8Q: 3 clusters Score -381262.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -381316.531250 Penalty: 4198.145996
	Iteration 9Q: 3 clusters Score -381316.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -381358.531250 Penalty: 4198.145996
	Iteration 10Q: 3 clusters Score -381358.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -381394.218750 Penalty: 4198.145996
	Iteration 11Q: 3 clusters Score -381394.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -381429.656250 Penalty: 4198.145996
	Iteration 12Q: 3 clusters Score -381429.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -381459.968750 Penalty: 4198.145996
	Iteration 13Q: 3 clusters Score -381460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -381489.156250 Penalty: 4198.145996
	Iteration 14Q: 3 clusters Score -381489.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -381516.625000 Penalty: 4198.145996
	Iteration 15Q: 3 clusters Score -381516.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -381543.906250 Penalty: 4198.145996
	Iteration 16Q: 3 clusters Score -381543.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -381569.656250 Penalty: 4198.145996
	Iteration 17Q: 3 clusters Score -381569.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -381607.125000 Penalty: 4198.145996
	Iteration 18Q: 3 clusters Score -381607.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -381639.000000 Penalty: 4198.145996
	Iteration 19Q: 3 clusters Score -381639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -381666.750000 Penalty: 4198.145996
	Iteration 20F: 3 clusters Score -381666.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -381691.687500 Penalty: 4198.145996
	Iteration 21Q: 3 clusters Score -381691.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -381712.125000 Penalty: 4198.145996
	Iteration 22Q: 3 clusters Score -381712.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -381724.625000 Penalty: 4198.145996
	Iteration 23Q: 3 clusters Score -381724.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -381737.781250 Penalty: 4198.145996
	Iteration 24Q: 3 clusters Score -381737.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -381757.375000 Penalty: 4198.145996
	Iteration 25Q: 3 clusters Score -381757.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -381788.562500 Penalty: 4198.145996
	Iteration 26Q: 3 clusters Score -381788.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -381810.812500 Penalty: 4198.145996
	Iteration 27Q: 3 clusters Score -381810.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -381826.093750 Penalty: 4198.145996
	Iteration 28Q: 3 clusters Score -381826.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -381838.593750 Penalty: 4198.145996
	Iteration 29Q: 3 clusters Score -381838.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -381848.843750 Penalty: 4198.145996
	Iteration 30Q: 3 clusters Score -381848.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -381858.218750 Penalty: 4198.145996
	Iteration 31Q: 3 clusters Score -381858.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -381860.718750 Penalty: 4198.145996
	Iteration 32Q: 3 clusters Score -381860.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -381869.031250 Penalty: 4198.145996
	Iteration 33Q: 3 clusters Score -381869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -381875.375000 Penalty: 4198.145996
	Iteration 34Q: 3 clusters Score -381875.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -381878.093750 Penalty: 4198.145996
	Iteration 35Q: 3 clusters Score -381878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -381880.937500 Penalty: 4198.145996
	Iteration 36Q: 3 clusters Score -381880.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -381884.156250 Penalty: 4198.145996
	Iteration 37Q: 3 clusters Score -381884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -381885.093750 Penalty: 4198.145996
	Iteration 38Q: 3 clusters Score -381885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -381885.781250 Penalty: 4198.145996
	Iteration 39Q: 3 clusters Score -381885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -381885.343750 Penalty: 4198.145996
	Iteration 40F: 3 clusters Score -381885.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -381886.437500 Penalty: 4198.145996
	Iteration 41Q: 3 clusters Score -381886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -381887.937500 Penalty: 4198.145996
	Iteration 42Q: 3 clusters Score -381887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -381887.937500 Penalty: 4198.145996
	Iteration 43F: 3 clusters Score -381887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Entering Unmasked Estep 
Score: -972213.375000 Penalty: 2314.408447
	Iteration 0F: 2 clusters Score -972213.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -963713.562500 Penalty: 4628.816895
	Iteration 0F: 3 clusters Score -963713.6 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -966158.312500 Penalty: 4628.816895
	Iteration 1F: 3 clusters Score -966158.3 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -966486.875000 Penalty: 4628.816895
	Iteration 2F: 3 clusters Score -966486.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -966731.250000 Penalty: 4628.816895
	Iteration 3F: 3 clusters Score -966731.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -966899.250000 Penalty: 4628.816895
	Iteration 4Q: 3 clusters Score -966899.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -967040.812500 Penalty: 4628.816895
	Iteration 5Q: 3 clusters Score -967040.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -967157.562500 Penalty: 4628.816895
	Iteration 6Q: 3 clusters Score -967157.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -967253.812500 Penalty: 4628.816895
	Iteration 7Q: 3 clusters Score -967253.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -967353.687500 Penalty: 4628.816895
	Iteration 8Q: 3 clusters Score -967353.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -967484.812500 Penalty: 4628.816895
	Iteration 9Q: 3 clusters Score -967484.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -967609.750000 Penalty: 4628.816895
	Iteration 10Q: 3 clusters Score -967609.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -967762.750000 Penalty: 4628.816895
	Iteration 11Q: 3 clusters Score -967762.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -967962.937500 Penalty: 4628.816895
	Iteration 12Q: 3 clusters Score -967962.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -968179.812500 Penalty: 4628.816895
	Iteration 13Q: 3 clusters Score -968179.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -968447.875000 Penalty: 4628.816895
	Iteration 14Q: 3 clusters Score -968447.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -968700.250000 Penalty: 4628.816895
	Iteration 15Q: 3 clusters Score -968700.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -968951.500000 Penalty: 4628.816895
	Iteration 16Q: 3 clusters Score -968951.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -969164.750000 Penalty: 4628.816895
	Iteration 17Q: 3 clusters Score -969164.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -969383.437500 Penalty: 4628.816895
	Iteration 18Q: 3 clusters Score -969383.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -969568.125000 Penalty: 4628.816895
	Iteration 19Q: 3 clusters Score -969568.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -969728.187500 Penalty: 4628.816895
	Iteration 20F: 3 clusters Score -969728.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -969843.250000 Penalty: 4628.816895
	Iteration 21Q: 3 clusters Score -969843.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -969946.937500 Penalty: 4628.816895
	Iteration 22Q: 3 clusters Score -969946.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -970017.187500 Penalty: 4628.816895
	Iteration 23Q: 3 clusters Score -970017.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -970061.187500 Penalty: 4628.816895
	Iteration 24Q: 3 clusters Score -970061.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -970095.000000 Penalty: 4628.816895
	Iteration 25Q: 3 clusters Score -970095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -970125.375000 Penalty: 4628.816895
	Iteration 26Q: 3 clusters Score -970125.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -970143.562500 Penalty: 4628.816895
	Iteration 27Q: 3 clusters Score -970143.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -970155.750000 Penalty: 4628.816895
	Iteration 28Q: 3 clusters Score -970155.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -970166.812500 Penalty: 4628.816895
	Iteration 29Q: 3 clusters Score -970166.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -970173.937500 Penalty: 4628.816895
	Iteration 30Q: 3 clusters Score -970173.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -970177.312500 Penalty: 4628.816895
	Iteration 31Q: 3 clusters Score -970177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -970180.312500 Penalty: 4628.816895
	Iteration 32Q: 3 clusters Score -970180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -970182.812500 Penalty: 4628.816895
	Iteration 33Q: 3 clusters Score -970182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -970182.312500 Penalty: 4628.816895
	Iteration 34Q: 3 clusters Score -970182.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -970182.562500 Penalty: 4628.816895
	Iteration 35Q: 3 clusters Score -970182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -970183.500000 Penalty: 4628.816895
	Iteration 36Q: 3 clusters Score -970183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -970187.000000 Penalty: 4628.816895
	Iteration 37Q: 3 clusters Score -970187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -970188.625000 Penalty: 4628.816895
	Iteration 38Q: 3 clusters Score -970188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -970189.062500 Penalty: 4628.816895
	Iteration 39Q: 3 clusters Score -970189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -970194.125000 Penalty: 4628.816895
	Iteration 40F: 3 clusters Score -970194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -970194.937500 Penalty: 4628.816895
	Iteration 41Q: 3 clusters Score -970194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -970196.187500 Penalty: 4628.816895
	Iteration 42Q: 3 clusters Score -970196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -970196.625000 Penalty: 4628.816895
	Iteration 43Q: 3 clusters Score -970196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -970197.562500 Penalty: 4628.816895
	Iteration 44Q: 3 clusters Score -970197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -970200.000000 Penalty: 4628.816895
	Iteration 45Q: 3 clusters Score -970200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -970200.000000 Penalty: 4628.816895
	Iteration 46F: 3 clusters Score -970200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Entering Unmasked Estep 
Score: -9210709.000000 Penalty: 2874.055176
	Iteration 0F: 2 clusters Score -9210709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -9138203.000000 Penalty: 5748.110352
	Iteration 0F: 3 clusters Score -9138203 nChanged 51110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -9167910.000000 Penalty: 5748.110352
	Iteration 1F: 3 clusters Score -9167910 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -9168875.000000 Penalty: 5748.110352
	Iteration 2Q: 3 clusters Score -9168875 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -9170108.000000 Penalty: 5748.110352
	Iteration 3Q: 3 clusters Score -9170108 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -9171745.000000 Penalty: 5748.110352
	Iteration 4Q: 3 clusters Score -9171745 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -9173978.000000 Penalty: 5748.110352
	Iteration 5Q: 3 clusters Score -9173978 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -9177071.000000 Penalty: 5748.110352
	Iteration 6F: 3 clusters Score -9177071 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -9180986.000000 Penalty: 5748.110352
	Iteration 7F: 3 clusters Score -9180986 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -9185688.000000 Penalty: 5748.110352
	Iteration 8F: 3 clusters Score -9185688 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -9190341.000000 Penalty: 5748.110352
	Iteration 9F: 3 clusters Score -9190341 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -9194723.000000 Penalty: 5748.110352
	Iteration 10F: 3 clusters Score -9194723 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -9198346.000000 Penalty: 5748.110352
	Iteration 11Q: 3 clusters Score -9198346 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -9201321.000000 Penalty: 5748.110352
	Iteration 12Q: 3 clusters Score -9201321 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 99344 members 
Entering Unmasked Estep 
Score: -9203329.000000 Penalty: 5748.110352
	Iteration 13Q: 3 clusters Score -9203329 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -9204635.000000 Penalty: 5748.110352
	Iteration 14Q: 3 clusters Score -9204635 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 102336 members 
Entering Unmasked Estep 
Score: -9205525.000000 Penalty: 5748.110352
	Iteration 15Q: 3 clusters Score -9205525 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 103251 members 
Entering Unmasked Estep 
Score: -9206183.000000 Penalty: 5748.110352
	Iteration 16Q: 3 clusters Score -9206183 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -9206666.000000 Penalty: 5748.110352
	Iteration 17Q: 3 clusters Score -9206666 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 104572 members 
Entering Unmasked Estep 
Score: -9206913.000000 Penalty: 5748.110352
	Iteration 18Q: 3 clusters Score -9206913 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -9207168.000000 Penalty: 5748.110352
	Iteration 19Q: 3 clusters Score -9207168 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -9207364.000000 Penalty: 5748.110352
	Iteration 20F: 3 clusters Score -9207364 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 105739 members 
Entering Unmasked Estep 
Score: -9207539.000000 Penalty: 5748.110352
	Iteration 21Q: 3 clusters Score -9207539 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -9207693.000000 Penalty: 5748.110352
	Iteration 22Q: 3 clusters Score -9207693 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 106148 members 
Entering Unmasked Estep 
Score: -9207785.000000 Penalty: 5748.110352
	Iteration 23Q: 3 clusters Score -9207785 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -9207864.000000 Penalty: 5748.110352
	Iteration 24Q: 3 clusters Score -9207864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -9207931.000000 Penalty: 5748.110352
	Iteration 25Q: 3 clusters Score -9207931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 106477 members 
Entering Unmasked Estep 
Score: -9208004.000000 Penalty: 5748.110352
	Iteration 26Q: 3 clusters Score -9208004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 106552 members 
Entering Unmasked Estep 
Score: -9208064.000000 Penalty: 5748.110352
	Iteration 27Q: 3 clusters Score -9208064 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -9208094.000000 Penalty: 5748.110352
	Iteration 28Q: 3 clusters Score -9208094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 106667 members 
Entering Unmasked Estep 
Score: -9208140.000000 Penalty: 5748.110352
	Iteration 29Q: 3 clusters Score -9208140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -9208161.000000 Penalty: 5748.110352
	Iteration 30Q: 3 clusters Score -9208161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -9208174.000000 Penalty: 5748.110352
	Iteration 31Q: 3 clusters Score -9208174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 106746 members 
Entering Unmasked Estep 
Score: -9208186.000000 Penalty: 5748.110352
	Iteration 32Q: 3 clusters Score -9208186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 106767 members 
Entering Unmasked Estep 
Score: -9208202.000000 Penalty: 5748.110352
	Iteration 33Q: 3 clusters Score -9208202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -9208232.000000 Penalty: 5748.110352
	Iteration 34Q: 3 clusters Score -9208232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -9208250.000000 Penalty: 5748.110352
	Iteration 35Q: 3 clusters Score -9208250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -9208260.000000 Penalty: 5748.110352
	Iteration 36Q: 3 clusters Score -9208260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -9208270.000000 Penalty: 5748.110352
	Iteration 37Q: 3 clusters Score -9208270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 106847 members 
Entering Unmasked Estep 
Score: -9208283.000000 Penalty: 5748.110352
	Iteration 38Q: 3 clusters Score -9208283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -9208282.000000 Penalty: 5748.110352
	Iteration 39Q: 3 clusters Score -9208282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -9208287.000000 Penalty: 5748.110352
	Iteration 40F: 3 clusters Score -9208287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -9208284.000000 Penalty: 5748.110352
	Iteration 41Q: 3 clusters Score -9208284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -9208291.000000 Penalty: 5748.110352
	Iteration 42Q: 3 clusters Score -9208291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -9208300.000000 Penalty: 5748.110352
	Iteration 43Q: 3 clusters Score -9208300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 106894 members 
Entering Unmasked Estep 
Score: -9208286.000000 Penalty: 5748.110352
	Iteration 44Q: 3 clusters Score -9208286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -9208292.000000 Penalty: 5748.110352
	Iteration 45Q: 3 clusters Score -9208292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
Score: -9208297.000000 Penalty: 5748.110352
	Iteration 46Q: 3 clusters Score -9208297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -9208294.000000 Penalty: 5748.110352
	Iteration 47Q: 3 clusters Score -9208294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -9208295.000000 Penalty: 5748.110352
	Iteration 48Q: 3 clusters Score -9208295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 106907 members 
Entering Unmasked Estep 
Score: -9208293.000000 Penalty: 5748.110352
	Iteration 49Q: 3 clusters Score -9208293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -9208295.000000 Penalty: 5748.110352
	Iteration 50Q: 3 clusters Score -9208295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 106915 members 
Entering Unmasked Estep 
Score: -9208287.000000 Penalty: 5748.110352
	Iteration 51Q: 3 clusters Score -9208287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -9208288.000000 Penalty: 5748.110352
	Iteration 52Q: 3 clusters Score -9208288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -9208291.000000 Penalty: 5748.110352
	Iteration 53Q: 3 clusters Score -9208291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -9208293.000000 Penalty: 5748.110352
	Iteration 54Q: 3 clusters Score -9208293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -9208293.000000 Penalty: 5748.110352
	Iteration 55F: 3 clusters Score -9208293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -360547.875000 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -360547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -356433.687500 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -356433.7 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -357393.125000 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -357393.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -357624.906250 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -357624.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -357754.781250 Penalty: 4156.820312
	Iteration 3F: 3 clusters Score -357754.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -357819.625000 Penalty: 4156.820312
	Iteration 4Q: 3 clusters Score -357819.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -357858.781250 Penalty: 4156.820312
	Iteration 5Q: 3 clusters Score -357858.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -357893.062500 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -357893.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -357927.093750 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -357927.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -357958.187500 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -357958.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -357989.312500 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -357989.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -358022.312500 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -358022.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -358057.968750 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -358058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -358088.000000 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -358088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -358131.812500 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -358131.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -358174.093750 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -358174.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -358208.156250 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -358208.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -358236.375000 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -358236.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -358267.125000 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -358267.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -358295.468750 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -358295.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -358322.062500 Penalty: 4156.820312
	Iteration 19Q: 3 clusters Score -358322.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -358348.187500 Penalty: 4156.820312
	Iteration 20F: 3 clusters Score -358348.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -358374.312500 Penalty: 4156.820312
	Iteration 21Q: 3 clusters Score -358374.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -358399.437500 Penalty: 4156.820312
	Iteration 22Q: 3 clusters Score -358399.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -358426.625000 Penalty: 4156.820312
	Iteration 23Q: 3 clusters Score -358426.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -358459.093750 Penalty: 4156.820312
	Iteration 24Q: 3 clusters Score -358459.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -358496.750000 Penalty: 4156.820312
	Iteration 25Q: 3 clusters Score -358496.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -358526.187500 Penalty: 4156.820312
	Iteration 26Q: 3 clusters Score -358526.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -358555.531250 Penalty: 4156.820312
	Iteration 27Q: 3 clusters Score -358555.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -358579.500000 Penalty: 4156.820312
	Iteration 28Q: 3 clusters Score -358579.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -358599.812500 Penalty: 4156.820312
	Iteration 29Q: 3 clusters Score -358599.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -358622.218750 Penalty: 4156.820312
	Iteration 30Q: 3 clusters Score -358622.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -358647.343750 Penalty: 4156.820312
	Iteration 31Q: 3 clusters Score -358647.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -358663.375000 Penalty: 4156.820312
	Iteration 32Q: 3 clusters Score -358663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -358669.843750 Penalty: 4156.820312
	Iteration 33Q: 3 clusters Score -358669.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -358676.531250 Penalty: 4156.820312
	Iteration 34Q: 3 clusters Score -358676.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -358683.750000 Penalty: 4156.820312
	Iteration 35Q: 3 clusters Score -358683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -358694.156250 Penalty: 4156.820312
	Iteration 36Q: 3 clusters Score -358694.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -358706.437500 Penalty: 4156.820312
	Iteration 37Q: 3 clusters Score -358706.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -358719.062500 Penalty: 4156.820312
	Iteration 38Q: 3 clusters Score -358719.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -358724.656250 Penalty: 4156.820312
	Iteration 39Q: 3 clusters Score -358724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -358728.843750 Penalty: 4156.820312
	Iteration 40F: 3 clusters Score -358728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -358732.531250 Penalty: 4156.820312
	Iteration 41Q: 3 clusters Score -358732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -358735.093750 Penalty: 4156.820312
	Iteration 42Q: 3 clusters Score -358735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -358737.937500 Penalty: 4156.820312
	Iteration 43Q: 3 clusters Score -358737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -358739.843750 Penalty: 4156.820312
	Iteration 44Q: 3 clusters Score -358739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -358741.218750 Penalty: 4156.820312
	Iteration 45Q: 3 clusters Score -358741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -358742.968750 Penalty: 4156.820312
	Iteration 46Q: 3 clusters Score -358743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -358744.406250 Penalty: 4156.820312
	Iteration 47Q: 3 clusters Score -358744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -358745.031250 Penalty: 4156.820312
	Iteration 48Q: 3 clusters Score -358745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -358745.031250 Penalty: 4156.820312
	Iteration 49F: 3 clusters Score -358745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -531301.187500 Penalty: 2196.875488
	Iteration 0F: 2 clusters Score -531301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -525447.875000 Penalty: 4393.750977
	Iteration 0F: 3 clusters Score -525447.9 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -527099.375000 Penalty: 4393.750977
	Iteration 1F: 3 clusters Score -527099.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -527434.812500 Penalty: 4393.750977
	Iteration 2F: 3 clusters Score -527434.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -527706.625000 Penalty: 4393.750977
	Iteration 3F: 3 clusters Score -527706.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -527963.812500 Penalty: 4393.750977
	Iteration 4F: 3 clusters Score -527963.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -528205.000000 Penalty: 4393.750977
	Iteration 5Q: 3 clusters Score -528205 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -528383.250000 Penalty: 4393.750977
	Iteration 6Q: 3 clusters Score -528383.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -528526.312500 Penalty: 4393.750977
	Iteration 7Q: 3 clusters Score -528526.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -528656.750000 Penalty: 4393.750977
	Iteration 8Q: 3 clusters Score -528656.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -528762.187500 Penalty: 4393.750977
	Iteration 9Q: 3 clusters Score -528762.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -528862.875000 Penalty: 4393.750977
	Iteration 10Q: 3 clusters Score -528862.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -528956.312500 Penalty: 4393.750977
	Iteration 11Q: 3 clusters Score -528956.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -529039.125000 Penalty: 4393.750977
	Iteration 12Q: 3 clusters Score -529039.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -529103.312500 Penalty: 4393.750977
	Iteration 13Q: 3 clusters Score -529103.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -529150.937500 Penalty: 4393.750977
	Iteration 14Q: 3 clusters Score -529150.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -529191.937500 Penalty: 4393.750977
	Iteration 15Q: 3 clusters Score -529191.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -529223.812500 Penalty: 4393.750977
	Iteration 16Q: 3 clusters Score -529223.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -529256.875000 Penalty: 4393.750977
	Iteration 17Q: 3 clusters Score -529256.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -529285.625000 Penalty: 4393.750977
	Iteration 18Q: 3 clusters Score -529285.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -529307.625000 Penalty: 4393.750977
	Iteration 19Q: 3 clusters Score -529307.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -529321.937500 Penalty: 4393.750977
	Iteration 20F: 3 clusters Score -529321.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -529328.375000 Penalty: 4393.750977
	Iteration 21Q: 3 clusters Score -529328.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -529337.687500 Penalty: 4393.750977
	Iteration 22Q: 3 clusters Score -529337.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -529344.687500 Penalty: 4393.750977
	Iteration 23Q: 3 clusters Score -529344.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -529352.187500 Penalty: 4393.750977
	Iteration 24Q: 3 clusters Score -529352.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -529359.250000 Penalty: 4393.750977
	Iteration 25Q: 3 clusters Score -529359.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -529365.062500 Penalty: 4393.750977
	Iteration 26Q: 3 clusters Score -529365.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -529371.625000 Penalty: 4393.750977
	Iteration 27Q: 3 clusters Score -529371.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -529376.750000 Penalty: 4393.750977
	Iteration 28Q: 3 clusters Score -529376.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -529383.062500 Penalty: 4393.750977
	Iteration 29Q: 3 clusters Score -529383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -529388.125000 Penalty: 4393.750977
	Iteration 30Q: 3 clusters Score -529388.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -529390.437500 Penalty: 4393.750977
	Iteration 31Q: 3 clusters Score -529390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -529396.062500 Penalty: 4393.750977
	Iteration 32Q: 3 clusters Score -529396.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -529400.437500 Penalty: 4393.750977
	Iteration 33Q: 3 clusters Score -529400.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -529405.562500 Penalty: 4393.750977
	Iteration 34Q: 3 clusters Score -529405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -529408.687500 Penalty: 4393.750977
	Iteration 35Q: 3 clusters Score -529408.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -529410.500000 Penalty: 4393.750977
	Iteration 36Q: 3 clusters Score -529410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -529410.625000 Penalty: 4393.750977
	Iteration 37Q: 3 clusters Score -529410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -529412.687500 Penalty: 4393.750977
	Iteration 38Q: 3 clusters Score -529412.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -529415.500000 Penalty: 4393.750977
	Iteration 39Q: 3 clusters Score -529415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -529416.312500 Penalty: 4393.750977
	Iteration 40F: 3 clusters Score -529416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -529417.125000 Penalty: 4393.750977
	Iteration 41Q: 3 clusters Score -529417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -529418.687500 Penalty: 4393.750977
	Iteration 42Q: 3 clusters Score -529418.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -529421.000000 Penalty: 4393.750977
	Iteration 43Q: 3 clusters Score -529421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -529423.750000 Penalty: 4393.750977
	Iteration 44Q: 3 clusters Score -529423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -529428.250000 Penalty: 4393.750977
	Iteration 45Q: 3 clusters Score -529428.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -529432.625000 Penalty: 4393.750977
	Iteration 46Q: 3 clusters Score -529432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -529436.375000 Penalty: 4393.750977
	Iteration 47Q: 3 clusters Score -529436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -529439.437500 Penalty: 4393.750977
	Iteration 48Q: 3 clusters Score -529439.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -529441.500000 Penalty: 4393.750977
	Iteration 49Q: 3 clusters Score -529441.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -529443.125000 Penalty: 4393.750977
	Iteration 50Q: 3 clusters Score -529443.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -529445.687500 Penalty: 4393.750977
	Iteration 51Q: 3 clusters Score -529445.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -529448.437500 Penalty: 4393.750977
	Iteration 52Q: 3 clusters Score -529448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -529450.312500 Penalty: 4393.750977
	Iteration 53Q: 3 clusters Score -529450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -529452.250000 Penalty: 4393.750977
	Iteration 54Q: 3 clusters Score -529452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -529456.062500 Penalty: 4393.750977
	Iteration 55Q: 3 clusters Score -529456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -529456.312500 Penalty: 4393.750977
	Iteration 56Q: 3 clusters Score -529456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -529456.937500 Penalty: 4393.750977
	Iteration 57Q: 3 clusters Score -529456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -529457.812500 Penalty: 4393.750977
	Iteration 58Q: 3 clusters Score -529457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -529458.062500 Penalty: 4393.750977
	Iteration 59Q: 3 clusters Score -529458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -529458.937500 Penalty: 4393.750977
	Iteration 60F: 3 clusters Score -529458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -529459.687500 Penalty: 4393.750977
	Iteration 61Q: 3 clusters Score -529459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -529458.312500 Penalty: 4393.750977
	Iteration 62Q: 3 clusters Score -529458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -529458.312500 Penalty: 4393.750977
	Iteration 63Q: 3 clusters Score -529458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -529458.312500 Penalty: 4393.750977
	Iteration 64F: 3 clusters Score -529458.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Entering Unmasked Estep 
Score: -1031949.062500 Penalty: 2323.926758
	Iteration 0F: 2 clusters Score -1031949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1023032.312500 Penalty: 4647.853516
	Iteration 0F: 3 clusters Score -1023032 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1025731.000000 Penalty: 4647.853516
	Iteration 1F: 3 clusters Score -1025731 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1026053.625000 Penalty: 4647.853516
	Iteration 2F: 3 clusters Score -1026054 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1026307.375000 Penalty: 4647.853516
	Iteration 3Q: 3 clusters Score -1026307 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1026610.437500 Penalty: 4647.853516
	Iteration 4Q: 3 clusters Score -1026610 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1026941.812500 Penalty: 4647.853516
	Iteration 5Q: 3 clusters Score -1026942 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1027244.812500 Penalty: 4647.853516
	Iteration 6Q: 3 clusters Score -1027245 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1027494.812500 Penalty: 4647.853516
	Iteration 7Q: 3 clusters Score -1027495 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1027724.750000 Penalty: 4647.853516
	Iteration 8Q: 3 clusters Score -1027725 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1027959.000000 Penalty: 4647.853516
	Iteration 9Q: 3 clusters Score -1027959 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1028189.125000 Penalty: 4647.853516
	Iteration 10Q: 3 clusters Score -1028189 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1028443.250000 Penalty: 4647.853516
	Iteration 11Q: 3 clusters Score -1028443 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1028696.437500 Penalty: 4647.853516
	Iteration 12Q: 3 clusters Score -1028696 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1028968.000000 Penalty: 4647.853516
	Iteration 13Q: 3 clusters Score -1028968 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1029198.812500 Penalty: 4647.853516
	Iteration 14Q: 3 clusters Score -1029199 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1029374.187500 Penalty: 4647.853516
	Iteration 15Q: 3 clusters Score -1029374 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1029527.312500 Penalty: 4647.853516
	Iteration 16Q: 3 clusters Score -1029527 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1029633.937500 Penalty: 4647.853516
	Iteration 17Q: 3 clusters Score -1029634 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1029720.875000 Penalty: 4647.853516
	Iteration 18Q: 3 clusters Score -1029721 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1029783.625000 Penalty: 4647.853516
	Iteration 19Q: 3 clusters Score -1029784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1029812.312500 Penalty: 4647.853516
	Iteration 20F: 3 clusters Score -1029812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1029847.437500 Penalty: 4647.853516
	Iteration 21Q: 3 clusters Score -1029847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1029878.250000 Penalty: 4647.853516
	Iteration 22Q: 3 clusters Score -1029878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1029901.312500 Penalty: 4647.853516
	Iteration 23Q: 3 clusters Score -1029901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1029914.812500 Penalty: 4647.853516
	Iteration 24Q: 3 clusters Score -1029915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1029928.125000 Penalty: 4647.853516
	Iteration 25Q: 3 clusters Score -1029928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1029933.125000 Penalty: 4647.853516
	Iteration 26Q: 3 clusters Score -1029933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1029937.937500 Penalty: 4647.853516
	Iteration 27Q: 3 clusters Score -1029938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1029937.937500 Penalty: 4647.853516
	Iteration 28Q: 3 clusters Score -1029938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1029945.312500 Penalty: 4647.853516
	Iteration 29Q: 3 clusters Score -1029945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1029949.812500 Penalty: 4647.853516
	Iteration 30Q: 3 clusters Score -1029950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1029954.875000 Penalty: 4647.853516
	Iteration 31Q: 3 clusters Score -1029955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1029957.312500 Penalty: 4647.853516
	Iteration 32Q: 3 clusters Score -1029957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1029962.750000 Penalty: 4647.853516
	Iteration 33Q: 3 clusters Score -1029963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1029964.000000 Penalty: 4647.853516
	Iteration 34Q: 3 clusters Score -1029964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1029965.500000 Penalty: 4647.853516
	Iteration 35Q: 3 clusters Score -1029966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1029967.500000 Penalty: 4647.853516
	Iteration 36Q: 3 clusters Score -1029968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1029969.937500 Penalty: 4647.853516
	Iteration 37Q: 3 clusters Score -1029970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1029969.937500 Penalty: 4647.853516
	Iteration 38F: 3 clusters Score -1029970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Entering Unmasked Estep 
Score: -1984705.000000 Penalty: 2488.461914
	Iteration 0F: 2 clusters Score -1984705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1968818.500000 Penalty: 4976.923828
	Iteration 0F: 3 clusters Score -1968818 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1974204.625000 Penalty: 4976.923828
	Iteration 1F: 3 clusters Score -1974205 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1974573.625000 Penalty: 4976.923828
	Iteration 2F: 3 clusters Score -1974574 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1974841.625000 Penalty: 4976.923828
	Iteration 3Q: 3 clusters Score -1974842 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1975060.125000 Penalty: 4976.923828
	Iteration 4Q: 3 clusters Score -1975060 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1975242.125000 Penalty: 4976.923828
	Iteration 5Q: 3 clusters Score -1975242 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1975403.875000 Penalty: 4976.923828
	Iteration 6Q: 3 clusters Score -1975404 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1975524.875000 Penalty: 4976.923828
	Iteration 7Q: 3 clusters Score -1975525 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1975644.875000 Penalty: 4976.923828
	Iteration 8Q: 3 clusters Score -1975645 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1975768.375000 Penalty: 4976.923828
	Iteration 9Q: 3 clusters Score -1975768 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1975897.625000 Penalty: 4976.923828
	Iteration 10Q: 3 clusters Score -1975898 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1976048.250000 Penalty: 4976.923828
	Iteration 11Q: 3 clusters Score -1976048 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1976208.625000 Penalty: 4976.923828
	Iteration 12Q: 3 clusters Score -1976209 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1976413.750000 Penalty: 4976.923828
	Iteration 13Q: 3 clusters Score -1976414 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1976626.875000 Penalty: 4976.923828
	Iteration 14Q: 3 clusters Score -1976627 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1976894.500000 Penalty: 4976.923828
	Iteration 15Q: 3 clusters Score -1976894 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1977199.625000 Penalty: 4976.923828
	Iteration 16Q: 3 clusters Score -1977200 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1977542.125000 Penalty: 4976.923828
	Iteration 17Q: 3 clusters Score -1977542 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1977879.500000 Penalty: 4976.923828
	Iteration 18Q: 3 clusters Score -1977880 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1978242.750000 Penalty: 4976.923828
	Iteration 19Q: 3 clusters Score -1978243 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1978571.125000 Penalty: 4976.923828
	Iteration 20F: 3 clusters Score -1978571 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1978865.875000 Penalty: 4976.923828
	Iteration 21Q: 3 clusters Score -1978866 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1979136.125000 Penalty: 4976.923828
	Iteration 22Q: 3 clusters Score -1979136 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1979384.750000 Penalty: 4976.923828
	Iteration 23Q: 3 clusters Score -1979385 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1979617.125000 Penalty: 4976.923828
	Iteration 24Q: 3 clusters Score -1979617 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1979838.375000 Penalty: 4976.923828
	Iteration 25Q: 3 clusters Score -1979838 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1980014.375000 Penalty: 4976.923828
	Iteration 26Q: 3 clusters Score -1980014 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1980189.000000 Penalty: 4976.923828
	Iteration 27Q: 3 clusters Score -1980189 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1980362.750000 Penalty: 4976.923828
	Iteration 28Q: 3 clusters Score -1980363 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1980537.125000 Penalty: 4976.923828
	Iteration 29Q: 3 clusters Score -1980537 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1980710.625000 Penalty: 4976.923828
	Iteration 30Q: 3 clusters Score -1980711 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1980882.625000 Penalty: 4976.923828
	Iteration 31Q: 3 clusters Score -1980883 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1981025.500000 Penalty: 4976.923828
	Iteration 32Q: 3 clusters Score -1981026 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1981184.750000 Penalty: 4976.923828
	Iteration 33Q: 3 clusters Score -1981185 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1981334.375000 Penalty: 4976.923828
	Iteration 34Q: 3 clusters Score -1981334 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1981488.375000 Penalty: 4976.923828
	Iteration 35Q: 3 clusters Score -1981488 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1981634.750000 Penalty: 4976.923828
	Iteration 36Q: 3 clusters Score -1981635 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1981757.625000 Penalty: 4976.923828
	Iteration 37Q: 3 clusters Score -1981758 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1981874.250000 Penalty: 4976.923828
	Iteration 38Q: 3 clusters Score -1981874 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -1981979.375000 Penalty: 4976.923828
	Iteration 39Q: 3 clusters Score -1981979 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1982074.000000 Penalty: 4976.923828
	Iteration 40F: 3 clusters Score -1982074 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -1982172.375000 Penalty: 4976.923828
	Iteration 41Q: 3 clusters Score -1982172 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -1982249.625000 Penalty: 4976.923828
	Iteration 42Q: 3 clusters Score -1982250 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -1982324.625000 Penalty: 4976.923828
	Iteration 43Q: 3 clusters Score -1982325 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -1982388.875000 Penalty: 4976.923828
	Iteration 44Q: 3 clusters Score -1982389 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -1982451.125000 Penalty: 4976.923828
	Iteration 45Q: 3 clusters Score -1982451 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -1982500.875000 Penalty: 4976.923828
	Iteration 46Q: 3 clusters Score -1982501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -1982547.500000 Penalty: 4976.923828
	Iteration 47Q: 3 clusters Score -1982548 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1982583.750000 Penalty: 4976.923828
	Iteration 48Q: 3 clusters Score -1982584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1982620.500000 Penalty: 4976.923828
	Iteration 49Q: 3 clusters Score -1982620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -1982655.750000 Penalty: 4976.923828
	Iteration 50Q: 3 clusters Score -1982656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -1982679.000000 Penalty: 4976.923828
	Iteration 51Q: 3 clusters Score -1982679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -1982706.625000 Penalty: 4976.923828
	Iteration 52Q: 3 clusters Score -1982707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -1982723.375000 Penalty: 4976.923828
	Iteration 53Q: 3 clusters Score -1982723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -1982733.125000 Penalty: 4976.923828
	Iteration 54Q: 3 clusters Score -1982733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -1982742.625000 Penalty: 4976.923828
	Iteration 55Q: 3 clusters Score -1982743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -1982749.125000 Penalty: 4976.923828
	Iteration 56Q: 3 clusters Score -1982749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -1982759.250000 Penalty: 4976.923828
	Iteration 57Q: 3 clusters Score -1982759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -1982766.375000 Penalty: 4976.923828
	Iteration 58Q: 3 clusters Score -1982766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -1982768.125000 Penalty: 4976.923828
	Iteration 59Q: 3 clusters Score -1982768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1982771.750000 Penalty: 4976.923828
	Iteration 60F: 3 clusters Score -1982772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -1982778.375000 Penalty: 4976.923828
	Iteration 61Q: 3 clusters Score -1982778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -1982784.750000 Penalty: 4976.923828
	Iteration 62Q: 3 clusters Score -1982785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -1982792.750000 Penalty: 4976.923828
	Iteration 63Q: 3 clusters Score -1982793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -1982798.125000 Penalty: 4976.923828
	Iteration 64Q: 3 clusters Score -1982798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1982806.000000 Penalty: 4976.923828
	Iteration 65Q: 3 clusters Score -1982806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -1982812.625000 Penalty: 4976.923828
	Iteration 66Q: 3 clusters Score -1982813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -1982814.750000 Penalty: 4976.923828
	Iteration 67Q: 3 clusters Score -1982815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -1982817.125000 Penalty: 4976.923828
	Iteration 68Q: 3 clusters Score -1982817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -1982818.000000 Penalty: 4976.923828
	Iteration 69Q: 3 clusters Score -1982818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -1982819.000000 Penalty: 4976.923828
	Iteration 70Q: 3 clusters Score -1982819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -1982819.625000 Penalty: 4976.923828
	Iteration 71Q: 3 clusters Score -1982820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -1982824.375000 Penalty: 4976.923828
	Iteration 72Q: 3 clusters Score -1982824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -1982827.000000 Penalty: 4976.923828
	Iteration 73Q: 3 clusters Score -1982827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -1982831.000000 Penalty: 4976.923828
	Iteration 74Q: 3 clusters Score -1982831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -1982830.375000 Penalty: 4976.923828
	Iteration 75Q: 3 clusters Score -1982830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -1982830.250000 Penalty: 4976.923828
	Iteration 76Q: 3 clusters Score -1982830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -1982834.500000 Penalty: 4976.923828
	Iteration 77Q: 3 clusters Score -1982834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -1982834.500000 Penalty: 4976.923828
	Iteration 78F: 3 clusters Score -1982834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Entering Unmasked Estep 
Score: -1673979.000000 Penalty: 2460.403809
	Iteration 0F: 2 clusters Score -1673979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1659772.000000 Penalty: 4920.807617
	Iteration 0F: 3 clusters Score -1659772 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1664785.750000 Penalty: 4920.807617
	Iteration 1F: 3 clusters Score -1664786 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1665485.500000 Penalty: 4920.807617
	Iteration 2F: 3 clusters Score -1665486 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1666256.125000 Penalty: 4920.807617
	Iteration 3F: 3 clusters Score -1666256 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1667146.875000 Penalty: 4920.807617
	Iteration 4F: 3 clusters Score -1667147 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1668065.875000 Penalty: 4920.807617
	Iteration 5F: 3 clusters Score -1668066 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1668929.000000 Penalty: 4920.807617
	Iteration 6F: 3 clusters Score -1668929 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1669657.375000 Penalty: 4920.807617
	Iteration 7F: 3 clusters Score -1669657 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1670399.750000 Penalty: 4920.807617
	Iteration 8Q: 3 clusters Score -1670400 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1671043.250000 Penalty: 4920.807617
	Iteration 9Q: 3 clusters Score -1671043 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1671443.750000 Penalty: 4920.807617
	Iteration 10Q: 3 clusters Score -1671444 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1671643.625000 Penalty: 4920.807617
	Iteration 11Q: 3 clusters Score -1671644 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1671745.250000 Penalty: 4920.807617
	Iteration 12Q: 3 clusters Score -1671745 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1671820.500000 Penalty: 4920.807617
	Iteration 13Q: 3 clusters Score -1671820 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1671867.125000 Penalty: 4920.807617
	Iteration 14Q: 3 clusters Score -1671867 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1671913.750000 Penalty: 4920.807617
	Iteration 15Q: 3 clusters Score -1671914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1671938.750000 Penalty: 4920.807617
	Iteration 16Q: 3 clusters Score -1671939 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1671970.250000 Penalty: 4920.807617
	Iteration 17Q: 3 clusters Score -1671970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1671994.750000 Penalty: 4920.807617
	Iteration 18Q: 3 clusters Score -1671995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1672014.875000 Penalty: 4920.807617
	Iteration 19Q: 3 clusters Score -1672015 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1672038.625000 Penalty: 4920.807617
	Iteration 20F: 3 clusters Score -1672039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1672066.875000 Penalty: 4920.807617
	Iteration 21Q: 3 clusters Score -1672067 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1672078.625000 Penalty: 4920.807617
	Iteration 22Q: 3 clusters Score -1672079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1672107.375000 Penalty: 4920.807617
	Iteration 23Q: 3 clusters Score -1672107 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1672121.125000 Penalty: 4920.807617
	Iteration 24Q: 3 clusters Score -1672121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1672139.375000 Penalty: 4920.807617
	Iteration 25Q: 3 clusters Score -1672139 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1672153.125000 Penalty: 4920.807617
	Iteration 26Q: 3 clusters Score -1672153 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1672165.125000 Penalty: 4920.807617
	Iteration 27Q: 3 clusters Score -1672165 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1672181.000000 Penalty: 4920.807617
	Iteration 28Q: 3 clusters Score -1672181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1672194.000000 Penalty: 4920.807617
	Iteration 29Q: 3 clusters Score -1672194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1672208.750000 Penalty: 4920.807617
	Iteration 30Q: 3 clusters Score -1672209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1672216.250000 Penalty: 4920.807617
	Iteration 31Q: 3 clusters Score -1672216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1672226.750000 Penalty: 4920.807617
	Iteration 32Q: 3 clusters Score -1672227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1672235.750000 Penalty: 4920.807617
	Iteration 33Q: 3 clusters Score -1672236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1672246.375000 Penalty: 4920.807617
	Iteration 34Q: 3 clusters Score -1672246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1672250.125000 Penalty: 4920.807617
	Iteration 35Q: 3 clusters Score -1672250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1672254.375000 Penalty: 4920.807617
	Iteration 36Q: 3 clusters Score -1672254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1672265.000000 Penalty: 4920.807617
	Iteration 37Q: 3 clusters Score -1672265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1672269.125000 Penalty: 4920.807617
	Iteration 38Q: 3 clusters Score -1672269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1672276.250000 Penalty: 4920.807617
	Iteration 39Q: 3 clusters Score -1672276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1672283.625000 Penalty: 4920.807617
	Iteration 40F: 3 clusters Score -1672284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1672295.000000 Penalty: 4920.807617
	Iteration 41Q: 3 clusters Score -1672295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1672297.125000 Penalty: 4920.807617
	Iteration 42Q: 3 clusters Score -1672297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1672303.250000 Penalty: 4920.807617
	Iteration 43Q: 3 clusters Score -1672303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1672304.125000 Penalty: 4920.807617
	Iteration 44Q: 3 clusters Score -1672304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1672308.125000 Penalty: 4920.807617
	Iteration 45Q: 3 clusters Score -1672308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1672307.500000 Penalty: 4920.807617
	Iteration 46Q: 3 clusters Score -1672308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1672308.750000 Penalty: 4920.807617
	Iteration 47Q: 3 clusters Score -1672309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1672312.500000 Penalty: 4920.807617
	Iteration 48Q: 3 clusters Score -1672312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1672313.625000 Penalty: 4920.807617
	Iteration 49Q: 3 clusters Score -1672314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1672323.125000 Penalty: 4920.807617
	Iteration 50Q: 3 clusters Score -1672323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1672321.750000 Penalty: 4920.807617
	Iteration 51Q: 3 clusters Score -1672322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1672327.250000 Penalty: 4920.807617
	Iteration 52Q: 3 clusters Score -1672327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1672335.750000 Penalty: 4920.807617
	Iteration 53Q: 3 clusters Score -1672336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1672332.625000 Penalty: 4920.807617
	Iteration 54Q: 3 clusters Score -1672333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1672339.625000 Penalty: 4920.807617
	Iteration 55Q: 3 clusters Score -1672340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1672341.750000 Penalty: 4920.807617
	Iteration 56Q: 3 clusters Score -1672342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1672339.750000 Penalty: 4920.807617
	Iteration 57Q: 3 clusters Score -1672340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1672342.250000 Penalty: 4920.807617
	Iteration 58Q: 3 clusters Score -1672342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1672346.500000 Penalty: 4920.807617
	Iteration 59Q: 3 clusters Score -1672346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1672350.375000 Penalty: 4920.807617
	Iteration 60F: 3 clusters Score -1672350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1672349.875000 Penalty: 4920.807617
	Iteration 61Q: 3 clusters Score -1672350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1672354.875000 Penalty: 4920.807617
	Iteration 62Q: 3 clusters Score -1672355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1672356.875000 Penalty: 4920.807617
	Iteration 63Q: 3 clusters Score -1672357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1672360.250000 Penalty: 4920.807617
	Iteration 64Q: 3 clusters Score -1672360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1672364.375000 Penalty: 4920.807617
	Iteration 65Q: 3 clusters Score -1672364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1672365.875000 Penalty: 4920.807617
	Iteration 66Q: 3 clusters Score -1672366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1672366.125000 Penalty: 4920.807617
	Iteration 67Q: 3 clusters Score -1672366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1672367.875000 Penalty: 4920.807617
	Iteration 68Q: 3 clusters Score -1672368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1672367.250000 Penalty: 4920.807617
	Iteration 69Q: 3 clusters Score -1672367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1672364.750000 Penalty: 4920.807617
	Iteration 70Q: 3 clusters Score -1672365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1672366.500000 Penalty: 4920.807617
	Iteration 71Q: 3 clusters Score -1672366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1672368.250000 Penalty: 4920.807617
	Iteration 72Q: 3 clusters Score -1672368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1672367.625000 Penalty: 4920.807617
	Iteration 73Q: 3 clusters Score -1672368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1672368.875000 Penalty: 4920.807617
	Iteration 74Q: 3 clusters Score -1672369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1672368.125000 Penalty: 4920.807617
	Iteration 75Q: 3 clusters Score -1672368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1672373.125000 Penalty: 4920.807617
	Iteration 76Q: 3 clusters Score -1672373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1672378.000000 Penalty: 4920.807617
	Iteration 77Q: 3 clusters Score -1672378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1672379.000000 Penalty: 4920.807617
	Iteration 78Q: 3 clusters Score -1672379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1672378.125000 Penalty: 4920.807617
	Iteration 79Q: 3 clusters Score -1672378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1672378.250000 Penalty: 4920.807617
	Iteration 80F: 3 clusters Score -1672378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -1672380.625000 Penalty: 4920.807617
	Iteration 81Q: 3 clusters Score -1672381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1672387.875000 Penalty: 4920.807617
	Iteration 82Q: 3 clusters Score -1672388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1672387.250000 Penalty: 4920.807617
	Iteration 83Q: 3 clusters Score -1672387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1672388.625000 Penalty: 4920.807617
	Iteration 84Q: 3 clusters Score -1672389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1672388.500000 Penalty: 4920.807617
	Iteration 85Q: 3 clusters Score -1672388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1672392.375000 Penalty: 4920.807617
	Iteration 86Q: 3 clusters Score -1672392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1672391.125000 Penalty: 4920.807617
	Iteration 87Q: 3 clusters Score -1672391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -1672396.500000 Penalty: 4920.807617
	Iteration 88Q: 3 clusters Score -1672396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1672397.625000 Penalty: 4920.807617
	Iteration 89Q: 3 clusters Score -1672398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1672398.250000 Penalty: 4920.807617
	Iteration 90Q: 3 clusters Score -1672398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -1672399.375000 Penalty: 4920.807617
	Iteration 91Q: 3 clusters Score -1672399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1672401.125000 Penalty: 4920.807617
	Iteration 92Q: 3 clusters Score -1672401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1672401.500000 Penalty: 4920.807617
	Iteration 93Q: 3 clusters Score -1672402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1672401.750000 Penalty: 4920.807617
	Iteration 94Q: 3 clusters Score -1672402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1672403.125000 Penalty: 4920.807617
	Iteration 95Q: 3 clusters Score -1672403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1672401.500000 Penalty: 4920.807617
	Iteration 96Q: 3 clusters Score -1672402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1672401.000000 Penalty: 4920.807617
	Iteration 97Q: 3 clusters Score -1672401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1672400.875000 Penalty: 4920.807617
	Iteration 98Q: 3 clusters Score -1672401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1672400.875000 Penalty: 4920.807617
	Iteration 99F: 3 clusters Score -1672401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Entering Unmasked Estep 
Score: -1076037.625000 Penalty: 2351.036621
	Iteration 0F: 2 clusters Score -1076038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1066408.375000 Penalty: 4702.073242
	Iteration 0F: 3 clusters Score -1066408 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1069434.250000 Penalty: 4702.073242
	Iteration 1F: 3 clusters Score -1069434 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1070001.250000 Penalty: 4702.073242
	Iteration 2F: 3 clusters Score -1070001 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1070542.625000 Penalty: 4702.073242
	Iteration 3F: 3 clusters Score -1070543 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1071116.000000 Penalty: 4702.073242
	Iteration 4F: 3 clusters Score -1071116 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1071616.625000 Penalty: 4702.073242
	Iteration 5F: 3 clusters Score -1071617 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1072084.750000 Penalty: 4702.073242
	Iteration 6F: 3 clusters Score -1072085 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1072523.500000 Penalty: 4702.073242
	Iteration 7F: 3 clusters Score -1072524 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1072919.000000 Penalty: 4702.073242
	Iteration 8Q: 3 clusters Score -1072919 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1073236.875000 Penalty: 4702.073242
	Iteration 9Q: 3 clusters Score -1073237 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1073564.375000 Penalty: 4702.073242
	Iteration 10Q: 3 clusters Score -1073564 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1073879.375000 Penalty: 4702.073242
	Iteration 11Q: 3 clusters Score -1073879 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1074132.750000 Penalty: 4702.073242
	Iteration 12Q: 3 clusters Score -1074133 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1074300.000000 Penalty: 4702.073242
	Iteration 13Q: 3 clusters Score -1074300 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1074399.250000 Penalty: 4702.073242
	Iteration 14Q: 3 clusters Score -1074399 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1074467.875000 Penalty: 4702.073242
	Iteration 15Q: 3 clusters Score -1074468 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1074512.000000 Penalty: 4702.073242
	Iteration 16Q: 3 clusters Score -1074512 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1074542.125000 Penalty: 4702.073242
	Iteration 17Q: 3 clusters Score -1074542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1074561.375000 Penalty: 4702.073242
	Iteration 18Q: 3 clusters Score -1074561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1074577.375000 Penalty: 4702.073242
	Iteration 19Q: 3 clusters Score -1074577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1074596.250000 Penalty: 4702.073242
	Iteration 20F: 3 clusters Score -1074596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1074612.125000 Penalty: 4702.073242
	Iteration 21Q: 3 clusters Score -1074612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1074629.375000 Penalty: 4702.073242
	Iteration 22Q: 3 clusters Score -1074629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1074639.000000 Penalty: 4702.073242
	Iteration 23Q: 3 clusters Score -1074639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1074652.625000 Penalty: 4702.073242
	Iteration 24Q: 3 clusters Score -1074653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1074662.625000 Penalty: 4702.073242
	Iteration 25Q: 3 clusters Score -1074663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1074674.500000 Penalty: 4702.073242
	Iteration 26Q: 3 clusters Score -1074674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1074684.500000 Penalty: 4702.073242
	Iteration 27Q: 3 clusters Score -1074684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1074689.375000 Penalty: 4702.073242
	Iteration 28Q: 3 clusters Score -1074689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1074703.375000 Penalty: 4702.073242
	Iteration 29Q: 3 clusters Score -1074703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1074709.625000 Penalty: 4702.073242
	Iteration 30Q: 3 clusters Score -1074710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1074712.625000 Penalty: 4702.073242
	Iteration 31Q: 3 clusters Score -1074713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1074716.250000 Penalty: 4702.073242
	Iteration 32Q: 3 clusters Score -1074716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1074718.500000 Penalty: 4702.073242
	Iteration 33Q: 3 clusters Score -1074718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1074723.000000 Penalty: 4702.073242
	Iteration 34Q: 3 clusters Score -1074723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1074725.000000 Penalty: 4702.073242
	Iteration 35Q: 3 clusters Score -1074725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1074723.375000 Penalty: 4702.073242
	Iteration 36Q: 3 clusters Score -1074723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1074727.000000 Penalty: 4702.073242
	Iteration 37Q: 3 clusters Score -1074727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1074729.250000 Penalty: 4702.073242
	Iteration 38Q: 3 clusters Score -1074729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1074730.250000 Penalty: 4702.073242
	Iteration 39Q: 3 clusters Score -1074730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1074730.000000 Penalty: 4702.073242
	Iteration 40F: 3 clusters Score -1074730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1074733.000000 Penalty: 4702.073242
	Iteration 41Q: 3 clusters Score -1074733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1074732.125000 Penalty: 4702.073242
	Iteration 42Q: 3 clusters Score -1074732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1074733.625000 Penalty: 4702.073242
	Iteration 43Q: 3 clusters Score -1074734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1074739.250000 Penalty: 4702.073242
	Iteration 44Q: 3 clusters Score -1074739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1074739.750000 Penalty: 4702.073242
	Iteration 45Q: 3 clusters Score -1074740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1074738.375000 Penalty: 4702.073242
	Iteration 46Q: 3 clusters Score -1074738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1074745.250000 Penalty: 4702.073242
	Iteration 47Q: 3 clusters Score -1074745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1074748.500000 Penalty: 4702.073242
	Iteration 48Q: 3 clusters Score -1074748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1074754.500000 Penalty: 4702.073242
	Iteration 49Q: 3 clusters Score -1074754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1074756.000000 Penalty: 4702.073242
	Iteration 50Q: 3 clusters Score -1074756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1074758.375000 Penalty: 4702.073242
	Iteration 51Q: 3 clusters Score -1074758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1074757.000000 Penalty: 4702.073242
	Iteration 52Q: 3 clusters Score -1074757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1074760.000000 Penalty: 4702.073242
	Iteration 53Q: 3 clusters Score -1074760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1074761.500000 Penalty: 4702.073242
	Iteration 54Q: 3 clusters Score -1074762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1074763.875000 Penalty: 4702.073242
	Iteration 55Q: 3 clusters Score -1074764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1074765.000000 Penalty: 4702.073242
	Iteration 56Q: 3 clusters Score -1074765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1074764.250000 Penalty: 4702.073242
	Iteration 57Q: 3 clusters Score -1074764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1074767.750000 Penalty: 4702.073242
	Iteration 58Q: 3 clusters Score -1074768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1074764.625000 Penalty: 4702.073242
	Iteration 59Q: 3 clusters Score -1074765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1074767.750000 Penalty: 4702.073242
	Iteration 60F: 3 clusters Score -1074768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1074771.250000 Penalty: 4702.073242
	Iteration 61Q: 3 clusters Score -1074771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1074771.250000 Penalty: 4702.073242
	Iteration 62Q: 3 clusters Score -1074771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1074772.000000 Penalty: 4702.073242
	Iteration 63Q: 3 clusters Score -1074772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1074773.375000 Penalty: 4702.073242
	Iteration 64Q: 3 clusters Score -1074773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1074776.875000 Penalty: 4702.073242
	Iteration 65Q: 3 clusters Score -1074777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1074776.125000 Penalty: 4702.073242
	Iteration 66Q: 3 clusters Score -1074776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1074784.625000 Penalty: 4702.073242
	Iteration 67Q: 3 clusters Score -1074785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1074785.625000 Penalty: 4702.073242
	Iteration 68Q: 3 clusters Score -1074786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1074794.750000 Penalty: 4702.073242
	Iteration 69Q: 3 clusters Score -1074795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1074798.250000 Penalty: 4702.073242
	Iteration 70Q: 3 clusters Score -1074798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1074806.375000 Penalty: 4702.073242
	Iteration 71Q: 3 clusters Score -1074806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1074820.000000 Penalty: 4702.073242
	Iteration 72Q: 3 clusters Score -1074820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1074827.125000 Penalty: 4702.073242
	Iteration 73Q: 3 clusters Score -1074827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1074838.500000 Penalty: 4702.073242
	Iteration 74Q: 3 clusters Score -1074838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1074852.125000 Penalty: 4702.073242
	Iteration 75Q: 3 clusters Score -1074852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1074860.750000 Penalty: 4702.073242
	Iteration 76Q: 3 clusters Score -1074861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1074869.750000 Penalty: 4702.073242
	Iteration 77Q: 3 clusters Score -1074870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1074872.250000 Penalty: 4702.073242
	Iteration 78Q: 3 clusters Score -1074872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1074874.750000 Penalty: 4702.073242
	Iteration 79Q: 3 clusters Score -1074875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1074879.500000 Penalty: 4702.073242
	Iteration 80F: 3 clusters Score -1074880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1074882.500000 Penalty: 4702.073242
	Iteration 81Q: 3 clusters Score -1074882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1074891.250000 Penalty: 4702.073242
	Iteration 82Q: 3 clusters Score -1074891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1074895.625000 Penalty: 4702.073242
	Iteration 83Q: 3 clusters Score -1074896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1074900.000000 Penalty: 4702.073242
	Iteration 84Q: 3 clusters Score -1074900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1074908.500000 Penalty: 4702.073242
	Iteration 85Q: 3 clusters Score -1074908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1074911.250000 Penalty: 4702.073242
	Iteration 86Q: 3 clusters Score -1074911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1074913.250000 Penalty: 4702.073242
	Iteration 87Q: 3 clusters Score -1074913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1074916.750000 Penalty: 4702.073242
	Iteration 88Q: 3 clusters Score -1074917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1074920.125000 Penalty: 4702.073242
	Iteration 89Q: 3 clusters Score -1074920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1074924.375000 Penalty: 4702.073242
	Iteration 90Q: 3 clusters Score -1074924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1074929.750000 Penalty: 4702.073242
	Iteration 91Q: 3 clusters Score -1074930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1074930.625000 Penalty: 4702.073242
	Iteration 92Q: 3 clusters Score -1074931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1074932.125000 Penalty: 4702.073242
	Iteration 93Q: 3 clusters Score -1074932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1074933.750000 Penalty: 4702.073242
	Iteration 94Q: 3 clusters Score -1074934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1074937.500000 Penalty: 4702.073242
	Iteration 95Q: 3 clusters Score -1074938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1074938.250000 Penalty: 4702.073242
	Iteration 96Q: 3 clusters Score -1074938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1074938.750000 Penalty: 4702.073242
	Iteration 97Q: 3 clusters Score -1074939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1074939.375000 Penalty: 4702.073242
	Iteration 98Q: 3 clusters Score -1074939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1074940.500000 Penalty: 4702.073242
	Iteration 99Q: 3 clusters Score -1074940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1074941.625000 Penalty: 4702.073242
	Iteration 100F: 3 clusters Score -1074942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1074942.750000 Penalty: 4702.073242
	Iteration 101Q: 3 clusters Score -1074943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1074946.125000 Penalty: 4702.073242
	Iteration 102Q: 3 clusters Score -1074946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1074946.875000 Penalty: 4702.073242
	Iteration 103Q: 3 clusters Score -1074947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1074950.375000 Penalty: 4702.073242
	Iteration 104Q: 3 clusters Score -1074950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1074951.875000 Penalty: 4702.073242
	Iteration 105Q: 3 clusters Score -1074952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1074954.875000 Penalty: 4702.073242
	Iteration 106Q: 3 clusters Score -1074955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1074954.125000 Penalty: 4702.073242
	Iteration 107Q: 3 clusters Score -1074954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1074954.500000 Penalty: 4702.073242
	Iteration 108Q: 3 clusters Score -1074954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1074955.250000 Penalty: 4702.073242
	Iteration 109Q: 3 clusters Score -1074955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1074955.250000 Penalty: 4702.073242
	Iteration 110F: 3 clusters Score -1074955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -170396.171875 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -170396.2 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 994 members 
Entering Unmasked Estep 
Score: -167681.031250 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -167681 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -168164.484375 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -168164.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -168302.593750 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -168302.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -168383.890625 Penalty: 3796.603760
	Iteration 3Q: 3 clusters Score -168383.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168425.390625 Penalty: 3796.603760
	Iteration 4Q: 3 clusters Score -168425.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -168456.250000 Penalty: 3796.603760
	Iteration 5Q: 3 clusters Score -168456.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -168470.562500 Penalty: 3796.603760
	Iteration 6Q: 3 clusters Score -168470.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -168483.046875 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -168483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168489.625000 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -168489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -168496.562500 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -168496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -168504.906250 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -168504.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168518.812500 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -168518.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -168528.718750 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -168528.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -168542.937500 Penalty: 3796.603760
	Iteration 13Q: 3 clusters Score -168542.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -168547.859375 Penalty: 3796.603760
	Iteration 14Q: 3 clusters Score -168547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -168550.734375 Penalty: 3796.603760
	Iteration 15Q: 3 clusters Score -168550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -168552.453125 Penalty: 3796.603760
	Iteration 16Q: 3 clusters Score -168552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -168555.187500 Penalty: 3796.603760
	Iteration 17Q: 3 clusters Score -168555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -168559.375000 Penalty: 3796.603760
	Iteration 18Q: 3 clusters Score -168559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168562.265625 Penalty: 3796.603760
	Iteration 19Q: 3 clusters Score -168562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168566.359375 Penalty: 3796.603760
	Iteration 20F: 3 clusters Score -168566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168569.703125 Penalty: 3796.603760
	Iteration 21Q: 3 clusters Score -168569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -168573.187500 Penalty: 3796.603760
	Iteration 22Q: 3 clusters Score -168573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168575.359375 Penalty: 3796.603760
	Iteration 23Q: 3 clusters Score -168575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -168576.640625 Penalty: 3796.603760
	Iteration 24Q: 3 clusters Score -168576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -168576.640625 Penalty: 3796.603760
	Iteration 25F: 3 clusters Score -168576.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Entering Unmasked Estep 
Score: -2151493.750000 Penalty: 2510.798828
	Iteration 0F: 2 clusters Score -2151494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2134241.500000 Penalty: 5021.597656
	Iteration 0F: 3 clusters Score -2134242 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2140461.500000 Penalty: 5021.597656
	Iteration 1F: 3 clusters Score -2140462 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2141021.000000 Penalty: 5021.597656
	Iteration 2F: 3 clusters Score -2141021 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2141574.000000 Penalty: 5021.597656
	Iteration 3F: 3 clusters Score -2141574 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2142100.000000 Penalty: 5021.597656
	Iteration 4Q: 3 clusters Score -2142100 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2142668.000000 Penalty: 5021.597656
	Iteration 5Q: 3 clusters Score -2142668 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2143249.250000 Penalty: 5021.597656
	Iteration 6Q: 3 clusters Score -2143249 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2143868.000000 Penalty: 5021.597656
	Iteration 7Q: 3 clusters Score -2143868 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2144530.750000 Penalty: 5021.597656
	Iteration 8Q: 3 clusters Score -2144531 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2145322.750000 Penalty: 5021.597656
	Iteration 9Q: 3 clusters Score -2145323 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2146110.750000 Penalty: 5021.597656
	Iteration 10Q: 3 clusters Score -2146111 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2146773.750000 Penalty: 5021.597656
	Iteration 11Q: 3 clusters Score -2146774 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2147219.750000 Penalty: 5021.597656
	Iteration 12Q: 3 clusters Score -2147220 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2147486.500000 Penalty: 5021.597656
	Iteration 13Q: 3 clusters Score -2147486 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2147647.500000 Penalty: 5021.597656
	Iteration 14Q: 3 clusters Score -2147648 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2147763.000000 Penalty: 5021.597656
	Iteration 15Q: 3 clusters Score -2147763 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2147872.250000 Penalty: 5021.597656
	Iteration 16Q: 3 clusters Score -2147872 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2147976.500000 Penalty: 5021.597656
	Iteration 17Q: 3 clusters Score -2147976 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2148095.500000 Penalty: 5021.597656
	Iteration 18Q: 3 clusters Score -2148096 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2148237.750000 Penalty: 5021.597656
	Iteration 19Q: 3 clusters Score -2148238 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2148413.000000 Penalty: 5021.597656
	Iteration 20F: 3 clusters Score -2148413 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2148656.500000 Penalty: 5021.597656
	Iteration 21Q: 3 clusters Score -2148656 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2148902.250000 Penalty: 5021.597656
	Iteration 22Q: 3 clusters Score -2148902 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2149216.250000 Penalty: 5021.597656
	Iteration 23Q: 3 clusters Score -2149216 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2149513.750000 Penalty: 5021.597656
	Iteration 24Q: 3 clusters Score -2149514 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2149786.750000 Penalty: 5021.597656
	Iteration 25Q: 3 clusters Score -2149787 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2150018.500000 Penalty: 5021.597656
	Iteration 26Q: 3 clusters Score -2150018 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2150180.500000 Penalty: 5021.597656
	Iteration 27Q: 3 clusters Score -2150180 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2150296.500000 Penalty: 5021.597656
	Iteration 28Q: 3 clusters Score -2150296 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2150388.500000 Penalty: 5021.597656
	Iteration 29Q: 3 clusters Score -2150388 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2150438.000000 Penalty: 5021.597656
	Iteration 30Q: 3 clusters Score -2150438 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2150503.250000 Penalty: 5021.597656
	Iteration 31Q: 3 clusters Score -2150503 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2150559.500000 Penalty: 5021.597656
	Iteration 32Q: 3 clusters Score -2150560 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2150600.000000 Penalty: 5021.597656
	Iteration 33Q: 3 clusters Score -2150600 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2150628.750000 Penalty: 5021.597656
	Iteration 34Q: 3 clusters Score -2150629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2150655.000000 Penalty: 5021.597656
	Iteration 35Q: 3 clusters Score -2150655 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2150685.250000 Penalty: 5021.597656
	Iteration 36Q: 3 clusters Score -2150685 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2150719.750000 Penalty: 5021.597656
	Iteration 37Q: 3 clusters Score -2150720 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2150733.000000 Penalty: 5021.597656
	Iteration 38Q: 3 clusters Score -2150733 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2150748.250000 Penalty: 5021.597656
	Iteration 39Q: 3 clusters Score -2150748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2150793.000000 Penalty: 5021.597656
	Iteration 40F: 3 clusters Score -2150793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2150816.250000 Penalty: 5021.597656
	Iteration 41Q: 3 clusters Score -2150816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2150835.250000 Penalty: 5021.597656
	Iteration 42Q: 3 clusters Score -2150835 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2150855.500000 Penalty: 5021.597656
	Iteration 43Q: 3 clusters Score -2150856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2150878.000000 Penalty: 5021.597656
	Iteration 44Q: 3 clusters Score -2150878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2150880.000000 Penalty: 5021.597656
	Iteration 45Q: 3 clusters Score -2150880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2150899.000000 Penalty: 5021.597656
	Iteration 46Q: 3 clusters Score -2150899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2150905.750000 Penalty: 5021.597656
	Iteration 47Q: 3 clusters Score -2150906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2150913.000000 Penalty: 5021.597656
	Iteration 48Q: 3 clusters Score -2150913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2150916.250000 Penalty: 5021.597656
	Iteration 49Q: 3 clusters Score -2150916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2150921.000000 Penalty: 5021.597656
	Iteration 50Q: 3 clusters Score -2150921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2150923.250000 Penalty: 5021.597656
	Iteration 51Q: 3 clusters Score -2150923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2150935.250000 Penalty: 5021.597656
	Iteration 52Q: 3 clusters Score -2150935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2150936.750000 Penalty: 5021.597656
	Iteration 53Q: 3 clusters Score -2150937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2150934.750000 Penalty: 5021.597656
	Iteration 54Q: 3 clusters Score -2150935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2150937.500000 Penalty: 5021.597656
	Iteration 55Q: 3 clusters Score -2150938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2150932.250000 Penalty: 5021.597656
	Iteration 56Q: 3 clusters Score -2150932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2150936.000000 Penalty: 5021.597656
	Iteration 57Q: 3 clusters Score -2150936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2150936.000000 Penalty: 5021.597656
	Iteration 58Q: 3 clusters Score -2150936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2150937.000000 Penalty: 5021.597656
	Iteration 59Q: 3 clusters Score -2150937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2150936.250000 Penalty: 5021.597656
	Iteration 60F: 3 clusters Score -2150936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2150936.250000 Penalty: 5021.597656
	Iteration 61Q: 3 clusters Score -2150936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2150937.750000 Penalty: 5021.597656
	Iteration 62Q: 3 clusters Score -2150938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2150938.000000 Penalty: 5021.597656
	Iteration 63Q: 3 clusters Score -2150938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2150938.000000 Penalty: 5021.597656
	Iteration 64F: 3 clusters Score -2150938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Entering Unmasked Estep 
Score: -628298.437500 Penalty: 2224.541016
	Iteration 0F: 2 clusters Score -628298.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -622027.812500 Penalty: 4449.082031
	Iteration 0F: 3 clusters Score -622027.8 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -623756.500000 Penalty: 4449.082031
	Iteration 1F: 3 clusters Score -623756.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -624028.187500 Penalty: 4449.082031
	Iteration 2F: 3 clusters Score -624028.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -624206.500000 Penalty: 4449.082031
	Iteration 3F: 3 clusters Score -624206.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -624329.500000 Penalty: 4449.082031
	Iteration 4Q: 3 clusters Score -624329.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -624447.312500 Penalty: 4449.082031
	Iteration 5Q: 3 clusters Score -624447.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -624557.625000 Penalty: 4449.082031
	Iteration 6Q: 3 clusters Score -624557.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -624665.250000 Penalty: 4449.082031
	Iteration 7Q: 3 clusters Score -624665.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -624781.250000 Penalty: 4449.082031
	Iteration 8Q: 3 clusters Score -624781.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -624901.500000 Penalty: 4449.082031
	Iteration 9Q: 3 clusters Score -624901.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -625035.750000 Penalty: 4449.082031
	Iteration 10Q: 3 clusters Score -625035.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -625225.375000 Penalty: 4449.082031
	Iteration 11Q: 3 clusters Score -625225.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -625439.500000 Penalty: 4449.082031
	Iteration 12Q: 3 clusters Score -625439.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -625682.875000 Penalty: 4449.082031
	Iteration 13Q: 3 clusters Score -625682.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -625883.562500 Penalty: 4449.082031
	Iteration 14Q: 3 clusters Score -625883.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -626034.062500 Penalty: 4449.082031
	Iteration 15Q: 3 clusters Score -626034.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -626167.062500 Penalty: 4449.082031
	Iteration 16Q: 3 clusters Score -626167.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -626288.937500 Penalty: 4449.082031
	Iteration 17Q: 3 clusters Score -626288.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -626390.312500 Penalty: 4449.082031
	Iteration 18Q: 3 clusters Score -626390.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -626462.937500 Penalty: 4449.082031
	Iteration 19Q: 3 clusters Score -626462.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -626523.500000 Penalty: 4449.082031
	Iteration 20F: 3 clusters Score -626523.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -626581.937500 Penalty: 4449.082031
	Iteration 21Q: 3 clusters Score -626581.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -626634.562500 Penalty: 4449.082031
	Iteration 22Q: 3 clusters Score -626634.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -626675.437500 Penalty: 4449.082031
	Iteration 23Q: 3 clusters Score -626675.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -626704.500000 Penalty: 4449.082031
	Iteration 24Q: 3 clusters Score -626704.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -626724.437500 Penalty: 4449.082031
	Iteration 25Q: 3 clusters Score -626724.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -626739.750000 Penalty: 4449.082031
	Iteration 26Q: 3 clusters Score -626739.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -626746.687500 Penalty: 4449.082031
	Iteration 27Q: 3 clusters Score -626746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -626752.687500 Penalty: 4449.082031
	Iteration 28Q: 3 clusters Score -626752.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -626754.250000 Penalty: 4449.082031
	Iteration 29Q: 3 clusters Score -626754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -626758.062500 Penalty: 4449.082031
	Iteration 30Q: 3 clusters Score -626758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -626763.937500 Penalty: 4449.082031
	Iteration 31Q: 3 clusters Score -626763.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -626768.000000 Penalty: 4449.082031
	Iteration 32Q: 3 clusters Score -626768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -626775.187500 Penalty: 4449.082031
	Iteration 33Q: 3 clusters Score -626775.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -626777.062500 Penalty: 4449.082031
	Iteration 34Q: 3 clusters Score -626777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -626778.937500 Penalty: 4449.082031
	Iteration 35Q: 3 clusters Score -626778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -626778.812500 Penalty: 4449.082031
	Iteration 36Q: 3 clusters Score -626778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -626779.687500 Penalty: 4449.082031
	Iteration 37Q: 3 clusters Score -626779.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -626780.187500 Penalty: 4449.082031
	Iteration 38Q: 3 clusters Score -626780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -626781.250000 Penalty: 4449.082031
	Iteration 39Q: 3 clusters Score -626781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -626781.000000 Penalty: 4449.082031
	Iteration 40F: 3 clusters Score -626781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -626781.687500 Penalty: 4449.082031
	Iteration 41Q: 3 clusters Score -626781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -626780.625000 Penalty: 4449.082031
	Iteration 42Q: 3 clusters Score -626780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -626781.875000 Penalty: 4449.082031
	Iteration 43Q: 3 clusters Score -626781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -626781.875000 Penalty: 4449.082031
	Iteration 44F: 3 clusters Score -626781.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -467776.187500 Penalty: 2128.114258
	Iteration 0F: 2 clusters Score -467776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -463091.906250 Penalty: 4256.228516
	Iteration 0F: 3 clusters Score -463091.9 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -464292.750000 Penalty: 4256.228516
	Iteration 1F: 3 clusters Score -464292.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -464497.843750 Penalty: 4256.228516
	Iteration 2F: 3 clusters Score -464497.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -464649.843750 Penalty: 4256.228516
	Iteration 3F: 3 clusters Score -464649.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -464760.437500 Penalty: 4256.228516
	Iteration 4Q: 3 clusters Score -464760.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -464834.125000 Penalty: 4256.228516
	Iteration 5Q: 3 clusters Score -464834.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -464899.781250 Penalty: 4256.228516
	Iteration 6Q: 3 clusters Score -464899.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -464952.843750 Penalty: 4256.228516
	Iteration 7Q: 3 clusters Score -464952.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -464998.937500 Penalty: 4256.228516
	Iteration 8Q: 3 clusters Score -464998.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -465038.531250 Penalty: 4256.228516
	Iteration 9Q: 3 clusters Score -465038.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -465079.093750 Penalty: 4256.228516
	Iteration 10Q: 3 clusters Score -465079.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -465118.343750 Penalty: 4256.228516
	Iteration 11Q: 3 clusters Score -465118.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -465160.343750 Penalty: 4256.228516
	Iteration 12Q: 3 clusters Score -465160.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -465213.125000 Penalty: 4256.228516
	Iteration 13Q: 3 clusters Score -465213.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -465278.875000 Penalty: 4256.228516
	Iteration 14Q: 3 clusters Score -465278.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -465346.343750 Penalty: 4256.228516
	Iteration 15Q: 3 clusters Score -465346.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -465415.812500 Penalty: 4256.228516
	Iteration 16Q: 3 clusters Score -465415.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -465489.468750 Penalty: 4256.228516
	Iteration 17Q: 3 clusters Score -465489.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -465554.500000 Penalty: 4256.228516
	Iteration 18Q: 3 clusters Score -465554.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -465610.031250 Penalty: 4256.228516
	Iteration 19Q: 3 clusters Score -465610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -465659.062500 Penalty: 4256.228516
	Iteration 20F: 3 clusters Score -465659.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -465701.156250 Penalty: 4256.228516
	Iteration 21Q: 3 clusters Score -465701.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -465755.656250 Penalty: 4256.228516
	Iteration 22Q: 3 clusters Score -465755.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -465804.375000 Penalty: 4256.228516
	Iteration 23Q: 3 clusters Score -465804.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -465838.406250 Penalty: 4256.228516
	Iteration 24Q: 3 clusters Score -465838.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -465858.156250 Penalty: 4256.228516
	Iteration 25Q: 3 clusters Score -465858.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -465875.187500 Penalty: 4256.228516
	Iteration 26Q: 3 clusters Score -465875.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -465894.562500 Penalty: 4256.228516
	Iteration 27Q: 3 clusters Score -465894.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -465913.843750 Penalty: 4256.228516
	Iteration 28Q: 3 clusters Score -465913.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -465942.375000 Penalty: 4256.228516
	Iteration 29Q: 3 clusters Score -465942.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -465967.062500 Penalty: 4256.228516
	Iteration 30Q: 3 clusters Score -465967.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -465989.968750 Penalty: 4256.228516
	Iteration 31Q: 3 clusters Score -465990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -466008.031250 Penalty: 4256.228516
	Iteration 32Q: 3 clusters Score -466008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -466021.187500 Penalty: 4256.228516
	Iteration 33Q: 3 clusters Score -466021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -466031.687500 Penalty: 4256.228516
	Iteration 34Q: 3 clusters Score -466031.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -466043.250000 Penalty: 4256.228516
	Iteration 35Q: 3 clusters Score -466043.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -466050.250000 Penalty: 4256.228516
	Iteration 36Q: 3 clusters Score -466050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -466052.718750 Penalty: 4256.228516
	Iteration 37Q: 3 clusters Score -466052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -466054.437500 Penalty: 4256.228516
	Iteration 38Q: 3 clusters Score -466054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -466055.187500 Penalty: 4256.228516
	Iteration 39Q: 3 clusters Score -466055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -466056.593750 Penalty: 4256.228516
	Iteration 40F: 3 clusters Score -466056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -466057.375000 Penalty: 4256.228516
	Iteration 41Q: 3 clusters Score -466057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -466058.906250 Penalty: 4256.228516
	Iteration 42Q: 3 clusters Score -466058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -466061.125000 Penalty: 4256.228516
	Iteration 43Q: 3 clusters Score -466061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -466063.531250 Penalty: 4256.228516
	Iteration 44Q: 3 clusters Score -466063.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -466066.343750 Penalty: 4256.228516
	Iteration 45Q: 3 clusters Score -466066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -466069.968750 Penalty: 4256.228516
	Iteration 46Q: 3 clusters Score -466070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -466071.750000 Penalty: 4256.228516
	Iteration 47Q: 3 clusters Score -466071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -466071.750000 Penalty: 4256.228516
	Iteration 48F: 3 clusters Score -466071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Entering Unmasked Estep 
Score: -522367.875000 Penalty: 2156.111816
	Iteration 0F: 2 clusters Score -522367.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -517255.500000 Penalty: 4312.223633
	Iteration 0F: 3 clusters Score -517255.5 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -518514.625000 Penalty: 4312.223633
	Iteration 1F: 3 clusters Score -518514.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -518700.218750 Penalty: 4312.223633
	Iteration 2F: 3 clusters Score -518700.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -518816.218750 Penalty: 4312.223633
	Iteration 3Q: 3 clusters Score -518816.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -518918.156250 Penalty: 4312.223633
	Iteration 4Q: 3 clusters Score -518918.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -519000.531250 Penalty: 4312.223633
	Iteration 5Q: 3 clusters Score -519000.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -519083.468750 Penalty: 4312.223633
	Iteration 6Q: 3 clusters Score -519083.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -519158.968750 Penalty: 4312.223633
	Iteration 7Q: 3 clusters Score -519159 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -519216.718750 Penalty: 4312.223633
	Iteration 8Q: 3 clusters Score -519216.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -519265.343750 Penalty: 4312.223633
	Iteration 9Q: 3 clusters Score -519265.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -519313.281250 Penalty: 4312.223633
	Iteration 10Q: 3 clusters Score -519313.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -519355.156250 Penalty: 4312.223633
	Iteration 11Q: 3 clusters Score -519355.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -519406.031250 Penalty: 4312.223633
	Iteration 12Q: 3 clusters Score -519406 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -519460.812500 Penalty: 4312.223633
	Iteration 13Q: 3 clusters Score -519460.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -519514.187500 Penalty: 4312.223633
	Iteration 14Q: 3 clusters Score -519514.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -519570.875000 Penalty: 4312.223633
	Iteration 15Q: 3 clusters Score -519570.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -519623.281250 Penalty: 4312.223633
	Iteration 16Q: 3 clusters Score -519623.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -519671.062500 Penalty: 4312.223633
	Iteration 17Q: 3 clusters Score -519671.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -519715.250000 Penalty: 4312.223633
	Iteration 18Q: 3 clusters Score -519715.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -519744.406250 Penalty: 4312.223633
	Iteration 19Q: 3 clusters Score -519744.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -519776.343750 Penalty: 4312.223633
	Iteration 20F: 3 clusters Score -519776.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -519808.218750 Penalty: 4312.223633
	Iteration 21Q: 3 clusters Score -519808.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -519836.812500 Penalty: 4312.223633
	Iteration 22Q: 3 clusters Score -519836.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -519864.125000 Penalty: 4312.223633
	Iteration 23Q: 3 clusters Score -519864.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -519890.281250 Penalty: 4312.223633
	Iteration 24Q: 3 clusters Score -519890.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -519915.500000 Penalty: 4312.223633
	Iteration 25Q: 3 clusters Score -519915.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -519936.750000 Penalty: 4312.223633
	Iteration 26Q: 3 clusters Score -519936.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -519967.718750 Penalty: 4312.223633
	Iteration 27Q: 3 clusters Score -519967.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -519990.218750 Penalty: 4312.223633
	Iteration 28Q: 3 clusters Score -519990.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -520007.468750 Penalty: 4312.223633
	Iteration 29Q: 3 clusters Score -520007.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -520023.656250 Penalty: 4312.223633
	Iteration 30Q: 3 clusters Score -520023.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -520038.312500 Penalty: 4312.223633
	Iteration 31Q: 3 clusters Score -520038.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -520053.843750 Penalty: 4312.223633
	Iteration 32Q: 3 clusters Score -520053.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -520074.406250 Penalty: 4312.223633
	Iteration 33Q: 3 clusters Score -520074.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -520096.875000 Penalty: 4312.223633
	Iteration 34Q: 3 clusters Score -520096.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -520118.531250 Penalty: 4312.223633
	Iteration 35Q: 3 clusters Score -520118.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -520136.062500 Penalty: 4312.223633
	Iteration 36Q: 3 clusters Score -520136.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -520157.531250 Penalty: 4312.223633
	Iteration 37Q: 3 clusters Score -520157.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -520178.375000 Penalty: 4312.223633
	Iteration 38Q: 3 clusters Score -520178.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -520194.375000 Penalty: 4312.223633
	Iteration 39Q: 3 clusters Score -520194.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -520208.406250 Penalty: 4312.223633
	Iteration 40F: 3 clusters Score -520208.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -520220.687500 Penalty: 4312.223633
	Iteration 41Q: 3 clusters Score -520220.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -520231.750000 Penalty: 4312.223633
	Iteration 42Q: 3 clusters Score -520231.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -520243.781250 Penalty: 4312.223633
	Iteration 43Q: 3 clusters Score -520243.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -520254.718750 Penalty: 4312.223633
	Iteration 44Q: 3 clusters Score -520254.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -520271.281250 Penalty: 4312.223633
	Iteration 45Q: 3 clusters Score -520271.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -520285.937500 Penalty: 4312.223633
	Iteration 46Q: 3 clusters Score -520285.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -520301.187500 Penalty: 4312.223633
	Iteration 47Q: 3 clusters Score -520301.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -520312.656250 Penalty: 4312.223633
	Iteration 48Q: 3 clusters Score -520312.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -520325.000000 Penalty: 4312.223633
	Iteration 49Q: 3 clusters Score -520325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -520338.437500 Penalty: 4312.223633
	Iteration 50Q: 3 clusters Score -520338.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -520348.718750 Penalty: 4312.223633
	Iteration 51Q: 3 clusters Score -520348.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -520357.468750 Penalty: 4312.223633
	Iteration 52Q: 3 clusters Score -520357.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -520363.187500 Penalty: 4312.223633
	Iteration 53Q: 3 clusters Score -520363.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -520370.593750 Penalty: 4312.223633
	Iteration 54Q: 3 clusters Score -520370.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -520377.250000 Penalty: 4312.223633
	Iteration 55Q: 3 clusters Score -520377.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -520384.187500 Penalty: 4312.223633
	Iteration 56Q: 3 clusters Score -520384.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -520391.375000 Penalty: 4312.223633
	Iteration 57Q: 3 clusters Score -520391.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -520400.093750 Penalty: 4312.223633
	Iteration 58Q: 3 clusters Score -520400.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -520406.156250 Penalty: 4312.223633
	Iteration 59Q: 3 clusters Score -520406.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -520409.812500 Penalty: 4312.223633
	Iteration 60F: 3 clusters Score -520409.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -520412.937500 Penalty: 4312.223633
	Iteration 61Q: 3 clusters Score -520412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -520419.468750 Penalty: 4312.223633
	Iteration 62Q: 3 clusters Score -520419.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -520427.812500 Penalty: 4312.223633
	Iteration 63Q: 3 clusters Score -520427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -520429.906250 Penalty: 4312.223633
	Iteration 64Q: 3 clusters Score -520429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -520433.781250 Penalty: 4312.223633
	Iteration 65Q: 3 clusters Score -520433.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -520438.218750 Penalty: 4312.223633
	Iteration 66Q: 3 clusters Score -520438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -520439.125000 Penalty: 4312.223633
	Iteration 67Q: 3 clusters Score -520439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -520439.437500 Penalty: 4312.223633
	Iteration 68Q: 3 clusters Score -520439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -520441.281250 Penalty: 4312.223633
	Iteration 69Q: 3 clusters Score -520441.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -520442.125000 Penalty: 4312.223633
	Iteration 70Q: 3 clusters Score -520442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -520442.437500 Penalty: 4312.223633
	Iteration 71Q: 3 clusters Score -520442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -520442.437500 Penalty: 4312.223633
	Iteration 72F: 3 clusters Score -520442.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Entering Unmasked Estep 
Score: -831725.625000 Penalty: 2273.497559
	Iteration 0F: 2 clusters Score -831725.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -824372.062500 Penalty: 4546.995117
	Iteration 0F: 3 clusters Score -824372.1 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -826487.062500 Penalty: 4546.995117
	Iteration 1F: 3 clusters Score -826487.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -826720.437500 Penalty: 4546.995117
	Iteration 2F: 3 clusters Score -826720.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -826869.750000 Penalty: 4546.995117
	Iteration 3Q: 3 clusters Score -826869.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -826978.312500 Penalty: 4546.995117
	Iteration 4Q: 3 clusters Score -826978.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -827052.250000 Penalty: 4546.995117
	Iteration 5Q: 3 clusters Score -827052.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -827108.437500 Penalty: 4546.995117
	Iteration 6Q: 3 clusters Score -827108.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -827164.375000 Penalty: 4546.995117
	Iteration 7Q: 3 clusters Score -827164.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -827209.812500 Penalty: 4546.995117
	Iteration 8Q: 3 clusters Score -827209.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -827243.812500 Penalty: 4546.995117
	Iteration 9Q: 3 clusters Score -827243.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -827277.812500 Penalty: 4546.995117
	Iteration 10Q: 3 clusters Score -827277.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -827318.375000 Penalty: 4546.995117
	Iteration 11Q: 3 clusters Score -827318.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -827355.500000 Penalty: 4546.995117
	Iteration 12Q: 3 clusters Score -827355.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -827389.562500 Penalty: 4546.995117
	Iteration 13Q: 3 clusters Score -827389.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -827423.937500 Penalty: 4546.995117
	Iteration 14Q: 3 clusters Score -827423.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -827462.500000 Penalty: 4546.995117
	Iteration 15Q: 3 clusters Score -827462.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -827503.875000 Penalty: 4546.995117
	Iteration 16Q: 3 clusters Score -827503.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -827547.875000 Penalty: 4546.995117
	Iteration 17Q: 3 clusters Score -827547.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -827601.625000 Penalty: 4546.995117
	Iteration 18Q: 3 clusters Score -827601.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -827663.187500 Penalty: 4546.995117
	Iteration 19Q: 3 clusters Score -827663.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -827736.437500 Penalty: 4546.995117
	Iteration 20F: 3 clusters Score -827736.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -827827.250000 Penalty: 4546.995117
	Iteration 21Q: 3 clusters Score -827827.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -827949.500000 Penalty: 4546.995117
	Iteration 22Q: 3 clusters Score -827949.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -828079.312500 Penalty: 4546.995117
	Iteration 23Q: 3 clusters Score -828079.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -828233.687500 Penalty: 4546.995117
	Iteration 24Q: 3 clusters Score -828233.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -828411.687500 Penalty: 4546.995117
	Iteration 25Q: 3 clusters Score -828411.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -828606.937500 Penalty: 4546.995117
	Iteration 26Q: 3 clusters Score -828606.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -828816.625000 Penalty: 4546.995117
	Iteration 27Q: 3 clusters Score -828816.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -829023.750000 Penalty: 4546.995117
	Iteration 28Q: 3 clusters Score -829023.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -829218.250000 Penalty: 4546.995117
	Iteration 29Q: 3 clusters Score -829218.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -829374.187500 Penalty: 4546.995117
	Iteration 30Q: 3 clusters Score -829374.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -829499.812500 Penalty: 4546.995117
	Iteration 31Q: 3 clusters Score -829499.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -829588.125000 Penalty: 4546.995117
	Iteration 32Q: 3 clusters Score -829588.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -829651.375000 Penalty: 4546.995117
	Iteration 33Q: 3 clusters Score -829651.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -829697.125000 Penalty: 4546.995117
	Iteration 34Q: 3 clusters Score -829697.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -829723.750000 Penalty: 4546.995117
	Iteration 35Q: 3 clusters Score -829723.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -829740.000000 Penalty: 4546.995117
	Iteration 36Q: 3 clusters Score -829740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -829751.375000 Penalty: 4546.995117
	Iteration 37Q: 3 clusters Score -829751.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -829756.937500 Penalty: 4546.995117
	Iteration 38Q: 3 clusters Score -829756.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -829763.937500 Penalty: 4546.995117
	Iteration 39Q: 3 clusters Score -829763.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -829772.312500 Penalty: 4546.995117
	Iteration 40F: 3 clusters Score -829772.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -829783.875000 Penalty: 4546.995117
	Iteration 41Q: 3 clusters Score -829783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -829787.875000 Penalty: 4546.995117
	Iteration 42Q: 3 clusters Score -829787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -829790.437500 Penalty: 4546.995117
	Iteration 43Q: 3 clusters Score -829790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -829795.250000 Penalty: 4546.995117
	Iteration 44Q: 3 clusters Score -829795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -829795.000000 Penalty: 4546.995117
	Iteration 45Q: 3 clusters Score -829795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -829800.000000 Penalty: 4546.995117
	Iteration 46Q: 3 clusters Score -829800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -829801.750000 Penalty: 4546.995117
	Iteration 47Q: 3 clusters Score -829801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -829801.937500 Penalty: 4546.995117
	Iteration 48Q: 3 clusters Score -829801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -829804.000000 Penalty: 4546.995117
	Iteration 49Q: 3 clusters Score -829804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -829804.000000 Penalty: 4546.995117
	Iteration 50F: 3 clusters Score -829804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -644107.187500 Penalty: 2210.360107
	Iteration 0F: 2 clusters Score -644107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -637987.562500 Penalty: 4420.720215
	Iteration 0F: 3 clusters Score -637987.6 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -639624.625000 Penalty: 4420.720215
	Iteration 1F: 3 clusters Score -639624.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -639871.375000 Penalty: 4420.720215
	Iteration 2F: 3 clusters Score -639871.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -640054.875000 Penalty: 4420.720215
	Iteration 3F: 3 clusters Score -640054.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -640158.500000 Penalty: 4420.720215
	Iteration 4Q: 3 clusters Score -640158.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -640230.875000 Penalty: 4420.720215
	Iteration 5Q: 3 clusters Score -640230.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -640294.187500 Penalty: 4420.720215
	Iteration 6Q: 3 clusters Score -640294.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -640336.687500 Penalty: 4420.720215
	Iteration 7Q: 3 clusters Score -640336.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -640369.500000 Penalty: 4420.720215
	Iteration 8Q: 3 clusters Score -640369.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -640403.562500 Penalty: 4420.720215
	Iteration 9Q: 3 clusters Score -640403.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -640433.375000 Penalty: 4420.720215
	Iteration 10Q: 3 clusters Score -640433.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -640460.687500 Penalty: 4420.720215
	Iteration 11Q: 3 clusters Score -640460.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -640486.500000 Penalty: 4420.720215
	Iteration 12Q: 3 clusters Score -640486.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -640511.562500 Penalty: 4420.720215
	Iteration 13Q: 3 clusters Score -640511.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -640543.687500 Penalty: 4420.720215
	Iteration 14Q: 3 clusters Score -640543.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -640577.312500 Penalty: 4420.720215
	Iteration 15Q: 3 clusters Score -640577.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -640611.625000 Penalty: 4420.720215
	Iteration 16Q: 3 clusters Score -640611.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -640651.375000 Penalty: 4420.720215
	Iteration 17Q: 3 clusters Score -640651.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -640706.187500 Penalty: 4420.720215
	Iteration 18Q: 3 clusters Score -640706.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -640761.562500 Penalty: 4420.720215
	Iteration 19Q: 3 clusters Score -640761.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -640834.875000 Penalty: 4420.720215
	Iteration 20F: 3 clusters Score -640834.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -640925.875000 Penalty: 4420.720215
	Iteration 21Q: 3 clusters Score -640925.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -641030.875000 Penalty: 4420.720215
	Iteration 22Q: 3 clusters Score -641030.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -641169.750000 Penalty: 4420.720215
	Iteration 23Q: 3 clusters Score -641169.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -641378.875000 Penalty: 4420.720215
	Iteration 24Q: 3 clusters Score -641378.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -641654.062500 Penalty: 4420.720215
	Iteration 25Q: 3 clusters Score -641654.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -642133.062500 Penalty: 4420.720215
	Iteration 26Q: 3 clusters Score -642133.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -642980.437500 Penalty: 4420.720215
	Iteration 27F: 3 clusters Score -642980.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -644173.375000 Penalty: 4420.720215
	Iteration 28F: 3 clusters Score -644173.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -645079.750000 Penalty: 4420.720215
	Iteration 29F: 3 clusters Score -645079.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -645782.125000 Penalty: 4420.720215
	Iteration 30Q: 3 clusters Score -645782.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -646285.875000 Penalty: 4420.720215
	Iteration 31Q: 3 clusters Score -646285.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -646437.687500 Penalty: 4420.720215
	Iteration 32Q: 3 clusters Score -646437.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -646463.125000 Penalty: 4420.720215
	Iteration 33Q: 3 clusters Score -646463.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -646466.875000 Penalty: 4420.720215
	Iteration 34Q: 3 clusters Score -646466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -646468.500000 Penalty: 4420.720215
	Iteration 35Q: 3 clusters Score -646468.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -646468.500000 Penalty: 4420.720215
	Iteration 36F: 3 clusters Score -646468.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 15884 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 20645 members 
Mstep: Class 9 contains 40495 members 
Mstep: Class 10 contains 10130 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 30013 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 11297 members 
Mstep: Class 16 contains 107897 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 7033 members 
Mstep: Class 19 contains 11739 members 
Mstep: Class 20 contains 22791 members 
Mstep: Class 21 contains 20353 members 
Mstep: Class 22 contains 13095 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 24939 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5967 members 
Mstep: Class 28 contains 9579 members 
Mstep: Class 29 contains 3002 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 19404 members 
Mstep: Class 32 contains 10692 members 
Mstep: Class 33 contains 4424 members 
Entering Unmasked Estep 
Score: -38150236.000000 Penalty: 106802.460938
Splitting cluster 29 changes total score from -38141804.000000 to -38150236.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 30 (7355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Entering Unmasked Estep 
Score: -630358.000000 Penalty: 2207.977539
	Iteration 0F: 2 clusters Score -630358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -624463.750000 Penalty: 4415.955078
	Iteration 0F: 3 clusters Score -624463.8 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -625982.187500 Penalty: 4415.955078
	Iteration 1F: 3 clusters Score -625982.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -626182.562500 Penalty: 4415.955078
	Iteration 2F: 3 clusters Score -626182.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -626318.312500 Penalty: 4415.955078
	Iteration 3Q: 3 clusters Score -626318.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -626425.312500 Penalty: 4415.955078
	Iteration 4Q: 3 clusters Score -626425.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -626507.000000 Penalty: 4415.955078
	Iteration 5Q: 3 clusters Score -626507 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -626597.125000 Penalty: 4415.955078
	Iteration 6Q: 3 clusters Score -626597.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -626685.812500 Penalty: 4415.955078
	Iteration 7Q: 3 clusters Score -626685.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -626779.812500 Penalty: 4415.955078
	Iteration 8Q: 3 clusters Score -626779.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -626882.312500 Penalty: 4415.955078
	Iteration 9Q: 3 clusters Score -626882.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -627015.062500 Penalty: 4415.955078
	Iteration 10Q: 3 clusters Score -627015.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -627151.062500 Penalty: 4415.955078
	Iteration 11Q: 3 clusters Score -627151.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -627301.187500 Penalty: 4415.955078
	Iteration 12Q: 3 clusters Score -627301.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -627461.875000 Penalty: 4415.955078
	Iteration 13Q: 3 clusters Score -627461.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -627609.500000 Penalty: 4415.955078
	Iteration 14Q: 3 clusters Score -627609.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -627748.000000 Penalty: 4415.955078
	Iteration 15Q: 3 clusters Score -627748 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -627872.000000 Penalty: 4415.955078
	Iteration 16Q: 3 clusters Score -627872 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -627978.937500 Penalty: 4415.955078
	Iteration 17Q: 3 clusters Score -627978.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -628059.312500 Penalty: 4415.955078
	Iteration 18Q: 3 clusters Score -628059.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -628114.375000 Penalty: 4415.955078
	Iteration 19Q: 3 clusters Score -628114.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -628168.187500 Penalty: 4415.955078
	Iteration 20F: 3 clusters Score -628168.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -628210.437500 Penalty: 4415.955078
	Iteration 21Q: 3 clusters Score -628210.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -628246.000000 Penalty: 4415.955078
	Iteration 22Q: 3 clusters Score -628246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -628283.437500 Penalty: 4415.955078
	Iteration 23Q: 3 clusters Score -628283.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -628306.375000 Penalty: 4415.955078
	Iteration 24Q: 3 clusters Score -628306.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -628324.562500 Penalty: 4415.955078
	Iteration 25Q: 3 clusters Score -628324.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -628336.750000 Penalty: 4415.955078
	Iteration 26Q: 3 clusters Score -628336.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -628345.500000 Penalty: 4415.955078
	Iteration 27Q: 3 clusters Score -628345.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -628357.187500 Penalty: 4415.955078
	Iteration 28Q: 3 clusters Score -628357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -628361.937500 Penalty: 4415.955078
	Iteration 29Q: 3 clusters Score -628361.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -628365.750000 Penalty: 4415.955078
	Iteration 30Q: 3 clusters Score -628365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -628369.750000 Penalty: 4415.955078
	Iteration 31Q: 3 clusters Score -628369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -628372.437500 Penalty: 4415.955078
	Iteration 32Q: 3 clusters Score -628372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -628374.562500 Penalty: 4415.955078
	Iteration 33Q: 3 clusters Score -628374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -628382.562500 Penalty: 4415.955078
	Iteration 34Q: 3 clusters Score -628382.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -628388.062500 Penalty: 4415.955078
	Iteration 35Q: 3 clusters Score -628388.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -628394.062500 Penalty: 4415.955078
	Iteration 36Q: 3 clusters Score -628394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -628397.187500 Penalty: 4415.955078
	Iteration 37Q: 3 clusters Score -628397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -628403.812500 Penalty: 4415.955078
	Iteration 38Q: 3 clusters Score -628403.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -628406.437500 Penalty: 4415.955078
	Iteration 39Q: 3 clusters Score -628406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -628408.812500 Penalty: 4415.955078
	Iteration 40F: 3 clusters Score -628408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -628407.937500 Penalty: 4415.955078
	Iteration 41Q: 3 clusters Score -628407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -628410.062500 Penalty: 4415.955078
	Iteration 42Q: 3 clusters Score -628410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -628412.937500 Penalty: 4415.955078
	Iteration 43Q: 3 clusters Score -628412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -628414.500000 Penalty: 4415.955078
	Iteration 44Q: 3 clusters Score -628414.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -628417.000000 Penalty: 4415.955078
	Iteration 45Q: 3 clusters Score -628417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -628418.750000 Penalty: 4415.955078
	Iteration 46Q: 3 clusters Score -628418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -628420.375000 Penalty: 4415.955078
	Iteration 47Q: 3 clusters Score -628420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -628421.750000 Penalty: 4415.955078
	Iteration 48Q: 3 clusters Score -628421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -628421.750000 Penalty: 4415.955078
	Iteration 49F: 3 clusters Score -628421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Entering Unmasked Estep 
Score: -1668587.000000 Penalty: 2448.562256
	Iteration 0F: 2 clusters Score -1668587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1655040.375000 Penalty: 4897.124512
	Iteration 0F: 3 clusters Score -1655040 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1659536.750000 Penalty: 4897.124512
	Iteration 1F: 3 clusters Score -1659537 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1659991.125000 Penalty: 4897.124512
	Iteration 2F: 3 clusters Score -1659991 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1660360.250000 Penalty: 4897.124512
	Iteration 3Q: 3 clusters Score -1660360 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1660666.625000 Penalty: 4897.124512
	Iteration 4Q: 3 clusters Score -1660667 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1661001.250000 Penalty: 4897.124512
	Iteration 5Q: 3 clusters Score -1661001 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1661318.250000 Penalty: 4897.124512
	Iteration 6Q: 3 clusters Score -1661318 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1661622.375000 Penalty: 4897.124512
	Iteration 7Q: 3 clusters Score -1661622 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1661957.125000 Penalty: 4897.124512
	Iteration 8Q: 3 clusters Score -1661957 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1662333.250000 Penalty: 4897.124512
	Iteration 9Q: 3 clusters Score -1662333 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1662745.000000 Penalty: 4897.124512
	Iteration 10Q: 3 clusters Score -1662745 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1663227.500000 Penalty: 4897.124512
	Iteration 11Q: 3 clusters Score -1663228 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1663705.750000 Penalty: 4897.124512
	Iteration 12Q: 3 clusters Score -1663706 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1664185.125000 Penalty: 4897.124512
	Iteration 13Q: 3 clusters Score -1664185 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1664599.250000 Penalty: 4897.124512
	Iteration 14Q: 3 clusters Score -1664599 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1664932.625000 Penalty: 4897.124512
	Iteration 15Q: 3 clusters Score -1664933 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1665238.625000 Penalty: 4897.124512
	Iteration 16Q: 3 clusters Score -1665239 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1665498.750000 Penalty: 4897.124512
	Iteration 17Q: 3 clusters Score -1665499 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1665713.250000 Penalty: 4897.124512
	Iteration 18Q: 3 clusters Score -1665713 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1665881.000000 Penalty: 4897.124512
	Iteration 19Q: 3 clusters Score -1665881 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1666009.250000 Penalty: 4897.124512
	Iteration 20F: 3 clusters Score -1666009 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1666120.500000 Penalty: 4897.124512
	Iteration 21Q: 3 clusters Score -1666120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1666198.750000 Penalty: 4897.124512
	Iteration 22Q: 3 clusters Score -1666199 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1666271.250000 Penalty: 4897.124512
	Iteration 23Q: 3 clusters Score -1666271 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1666326.750000 Penalty: 4897.124512
	Iteration 24Q: 3 clusters Score -1666327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1666364.750000 Penalty: 4897.124512
	Iteration 25Q: 3 clusters Score -1666365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1666400.250000 Penalty: 4897.124512
	Iteration 26Q: 3 clusters Score -1666400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1666424.000000 Penalty: 4897.124512
	Iteration 27Q: 3 clusters Score -1666424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1666441.250000 Penalty: 4897.124512
	Iteration 28Q: 3 clusters Score -1666441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1666458.875000 Penalty: 4897.124512
	Iteration 29Q: 3 clusters Score -1666459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1666481.875000 Penalty: 4897.124512
	Iteration 30Q: 3 clusters Score -1666482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1666495.000000 Penalty: 4897.124512
	Iteration 31Q: 3 clusters Score -1666495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1666513.750000 Penalty: 4897.124512
	Iteration 32Q: 3 clusters Score -1666514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1666522.750000 Penalty: 4897.124512
	Iteration 33Q: 3 clusters Score -1666523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1666528.250000 Penalty: 4897.124512
	Iteration 34Q: 3 clusters Score -1666528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1666543.500000 Penalty: 4897.124512
	Iteration 35Q: 3 clusters Score -1666544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1666547.000000 Penalty: 4897.124512
	Iteration 36Q: 3 clusters Score -1666547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1666548.250000 Penalty: 4897.124512
	Iteration 37Q: 3 clusters Score -1666548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1666546.250000 Penalty: 4897.124512
	Iteration 38Q: 3 clusters Score -1666546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1666546.250000 Penalty: 4897.124512
	Iteration 39F: 3 clusters Score -1666546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 15884 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 20645 members 
Mstep: Class 9 contains 40495 members 
Mstep: Class 10 contains 10130 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 30013 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 11297 members 
Mstep: Class 16 contains 107897 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 7033 members 
Mstep: Class 19 contains 11739 members 
Mstep: Class 20 contains 22791 members 
Mstep: Class 21 contains 20353 members 
Mstep: Class 22 contains 13095 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 24939 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5967 members 
Mstep: Class 28 contains 9579 members 
Mstep: Class 29 contains 3002 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 19404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38151268.000000 Penalty: 106802.460938
Iteration 79Q: 34 clusters Score -3.815127e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14353 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 15947 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 20792 members 
Mstep: Class 9 contains 40490 members 
Mstep: Class 10 contains 10110 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 30087 members 
Mstep: Class 14 contains 4665 members 
Mstep: Class 15 contains 11307 members 
Mstep: Class 16 contains 107888 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 6993 members 
Mstep: Class 19 contains 11755 members 
Mstep: Class 20 contains 22807 members 
Mstep: Class 21 contains 20269 members 
Mstep: Class 22 contains 13096 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 24931 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5968 members 
Mstep: Class 28 contains 9596 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 7395 members 
Mstep: Class 31 contains 19425 members 
Mstep: Class 32 contains 10449 members 
Mstep: Class 33 contains 4347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38152052.000000 Penalty: 106802.460938
Iteration 80F: 34 clusters Score -3.815205e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14366 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 16002 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 20111 members 
Mstep: Class 9 contains 40488 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4642 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 30084 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 11312 members 
Mstep: Class 16 contains 107867 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 19 contains 11741 members 
Mstep: Class 20 contains 22811 members 
Mstep: Class 21 contains 20190 members 
Mstep: Class 22 contains 13093 members 
Mstep: Class 23 contains 2157 members 
Mstep: Class 24 contains 24924 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5968 members 
Mstep: Class 28 contains 9577 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 7432 members 
Mstep: Class 31 contains 19426 members 
Mstep: Class 32 contains 11190 members 
Mstep: Class 33 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38152488.000000 Penalty: 106802.460938
Iteration 81Q: 34 clusters Score -3.815249e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 14380 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 16064 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 19559 members 
Mstep: Class 9 contains 40483 members 
Mstep: Class 10 contains 10093 members 
Mstep: Class 11 contains 4650 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 30087 members 
Mstep: Class 14 contains 4526 members 
Mstep: Class 15 contains 11312 members 
Mstep: Class 16 contains 107848 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 6926 members 
Mstep: Class 19 contains 11739 members 
Mstep: Class 20 contains 22818 members 
Mstep: Class 21 contains 20128 members 
Mstep: Class 22 contains 13095 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 24913 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 9552 members 
Mstep: Class 29 contains 3094 members 
Mstep: Class 30 contains 7462 members 
Mstep: Class 31 contains 19434 members 
Mstep: Class 32 contains 11765 members 
Mstep: Class 33 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153012.000000 Penalty: 106802.460938
Iteration 82Q: 34 clusters Score -3.815301e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 14390 members 
Mstep: Class 3 contains 6689 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 16104 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 19150 members 
Mstep: Class 9 contains 40468 members 
Mstep: Class 10 contains 10094 members 
Mstep: Class 11 contains 4652 members 
Mstep: Class 12 contains 3719 members 
Mstep: Class 13 contains 30073 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11320 members 
Mstep: Class 16 contains 107836 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 11732 members 
Mstep: Class 20 contains 22828 members 
Mstep: Class 21 contains 20059 members 
Mstep: Class 22 contains 13097 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 24901 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 5977 members 
Mstep: Class 28 contains 9534 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 7487 members 
Mstep: Class 31 contains 19461 members 
Mstep: Class 32 contains 12196 members 
Mstep: Class 33 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153036.000000 Penalty: 106802.460938
Iteration 83Q: 34 clusters Score -3.815304e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 14398 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 16145 members 
Mstep: Class 7 contains 2157 members 
Mstep: Class 8 contains 18820 members 
Mstep: Class 9 contains 40458 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 3704 members 
Mstep: Class 13 contains 30068 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 11336 members 
Mstep: Class 16 contains 107810 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11729 members 
Mstep: Class 20 contains 22835 members 
Mstep: Class 21 contains 19997 members 
Mstep: Class 22 contains 13091 members 
Mstep: Class 23 contains 2250 members 
Mstep: Class 24 contains 24897 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 5332 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 9511 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 7506 members 
Mstep: Class 31 contains 19489 members 
Mstep: Class 32 contains 12555 members 
Mstep: Class 33 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153332.000000 Penalty: 106802.460938
Iteration 84Q: 34 clusters Score -3.815333e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 14406 members 
Mstep: Class 3 contains 6689 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 16190 members 
Mstep: Class 7 contains 2155 members 
Mstep: Class 8 contains 18525 members 
Mstep: Class 9 contains 40459 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4654 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 30062 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 11348 members 
Mstep: Class 16 contains 107802 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 6867 members 
Mstep: Class 19 contains 11727 members 
Mstep: Class 20 contains 22837 members 
Mstep: Class 21 contains 19953 members 
Mstep: Class 22 contains 13081 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 24893 members 
Mstep: Class 25 contains 7849 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 9491 members 
Mstep: Class 29 contains 3118 members 
Mstep: Class 30 contains 7508 members 
Mstep: Class 31 contains 19516 members 
Mstep: Class 32 contains 12863 members 
Mstep: Class 33 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153356.000000 Penalty: 106802.460938
Iteration 85Q: 34 clusters Score -3.815336e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 14417 members 
Mstep: Class 3 contains 6689 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 16222 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 18278 members 
Mstep: Class 9 contains 40463 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4654 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 30072 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 11355 members 
Mstep: Class 16 contains 107784 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 6850 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 22844 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 13069 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 24879 members 
Mstep: Class 25 contains 7843 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 9466 members 
Mstep: Class 29 contains 3125 members 
Mstep: Class 30 contains 7526 members 
Mstep: Class 31 contains 19539 members 
Mstep: Class 32 contains 13116 members 
Mstep: Class 33 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153504.000000 Penalty: 106802.460938
Iteration 86Q: 34 clusters Score -3.81535e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14428 members 
Mstep: Class 3 contains 6689 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 16255 members 
Mstep: Class 7 contains 2159 members 
Mstep: Class 8 contains 18042 members 
Mstep: Class 9 contains 40461 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4655 members 
Mstep: Class 12 contains 3648 members 
Mstep: Class 13 contains 30070 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 11361 members 
Mstep: Class 16 contains 107770 members 
Mstep: Class 17 contains 4310 members 
Mstep: Class 18 contains 6826 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 22853 members 
Mstep: Class 21 contains 19884 members 
Mstep: Class 22 contains 13060 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 24873 members 
Mstep: Class 25 contains 7840 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 9443 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 7529 members 
Mstep: Class 31 contains 19570 members 
Mstep: Class 32 contains 13368 members 
Mstep: Class 33 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153664.000000 Penalty: 106802.460938
Iteration 87Q: 34 clusters Score -3.815366e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14438 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 16280 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 17856 members 
Mstep: Class 9 contains 40449 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4655 members 
Mstep: Class 12 contains 3631 members 
Mstep: Class 13 contains 30061 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 11370 members 
Mstep: Class 16 contains 107761 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 22855 members 
Mstep: Class 21 contains 19850 members 
Mstep: Class 22 contains 13053 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 24868 members 
Mstep: Class 25 contains 7838 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 9420 members 
Mstep: Class 29 contains 3129 members 
Mstep: Class 30 contains 7544 members 
Mstep: Class 31 contains 19594 members 
Mstep: Class 32 contains 13579 members 
Mstep: Class 33 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153652.000000 Penalty: 106802.460938
Iteration 88Q: 34 clusters Score -3.815365e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 14444 members 
Mstep: Class 3 contains 6692 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4740 members 
Mstep: Class 6 contains 16313 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 17684 members 
Mstep: Class 9 contains 40429 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 30056 members 
Mstep: Class 14 contains 4504 members 
Mstep: Class 15 contains 11378 members 
Mstep: Class 16 contains 107759 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 6784 members 
Mstep: Class 19 contains 11723 members 
Mstep: Class 20 contains 22854 members 
Mstep: Class 21 contains 19822 members 
Mstep: Class 22 contains 13043 members 
Mstep: Class 23 contains 2376 members 
Mstep: Class 24 contains 24866 members 
Mstep: Class 25 contains 7833 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 6006 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 7563 members 
Mstep: Class 31 contains 19614 members 
Mstep: Class 32 contains 13757 members 
Mstep: Class 33 contains 4500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153676.000000 Penalty: 106802.460938
Iteration 89Q: 34 clusters Score -3.815368e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14448 members 
Mstep: Class 3 contains 6696 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 17559 members 
Mstep: Class 9 contains 40418 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4654 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 30056 members 
Mstep: Class 14 contains 4504 members 
Mstep: Class 15 contains 11378 members 
Mstep: Class 16 contains 107747 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 6772 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 22854 members 
Mstep: Class 21 contains 19811 members 
Mstep: Class 22 contains 13032 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 24861 members 
Mstep: Class 25 contains 7828 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 6006 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 7582 members 
Mstep: Class 31 contains 19628 members 
Mstep: Class 32 contains 13888 members 
Mstep: Class 33 contains 4500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153688.000000 Penalty: 106802.460938
Iteration 90Q: 34 clusters Score -3.815369e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 14448 members 
Mstep: Class 3 contains 6699 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 16369 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 17454 members 
Mstep: Class 9 contains 40420 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4655 members 
Mstep: Class 12 contains 3614 members 
Mstep: Class 13 contains 30047 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11378 members 
Mstep: Class 16 contains 107745 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 6738 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 22858 members 
Mstep: Class 21 contains 19775 members 
Mstep: Class 22 contains 13008 members 
Mstep: Class 23 contains 2452 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 9367 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 7601 members 
Mstep: Class 31 contains 19652 members 
Mstep: Class 32 contains 13999 members 
Mstep: Class 33 contains 4500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153780.000000 Penalty: 106802.460938
Iteration 91Q: 34 clusters Score -3.815378e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 14452 members 
Mstep: Class 3 contains 6699 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 16399 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 17357 members 
Mstep: Class 9 contains 40409 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4655 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 30041 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 107745 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 6713 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 22863 members 
Mstep: Class 21 contains 19740 members 
Mstep: Class 22 contains 12991 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 24854 members 
Mstep: Class 25 contains 7813 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 9350 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 7632 members 
Mstep: Class 31 contains 19662 members 
Mstep: Class 32 contains 14104 members 
Mstep: Class 33 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153752.000000 Penalty: 106802.460938
Iteration 92Q: 34 clusters Score -3.815375e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4721 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 17281 members 
Mstep: Class 9 contains 40399 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4655 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 30035 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 107752 members 
Mstep: Class 17 contains 4292 members 
Mstep: Class 18 contains 6681 members 
Mstep: Class 19 contains 11716 members 
Mstep: Class 20 contains 22868 members 
Mstep: Class 21 contains 19721 members 
Mstep: Class 22 contains 12981 members 
Mstep: Class 23 contains 2531 members 
Mstep: Class 24 contains 24852 members 
Mstep: Class 25 contains 7811 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 9335 members 
Mstep: Class 29 contains 3136 members 
Mstep: Class 30 contains 7662 members 
Mstep: Class 31 contains 19663 members 
Mstep: Class 32 contains 14179 members 
Mstep: Class 33 contains 4504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153708.000000 Penalty: 106802.460938
Iteration 93Q: 34 clusters Score -3.815371e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14465 members 
Mstep: Class 3 contains 6701 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4721 members 
Mstep: Class 6 contains 16444 members 
Mstep: Class 7 contains 2145 members 
Mstep: Class 8 contains 17214 members 
Mstep: Class 9 contains 40391 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4655 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 30031 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 11385 members 
Mstep: Class 16 contains 107758 members 
Mstep: Class 17 contains 4293 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 11716 members 
Mstep: Class 20 contains 22871 members 
Mstep: Class 21 contains 19705 members 
Mstep: Class 22 contains 12965 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 7806 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 9321 members 
Mstep: Class 29 contains 3138 members 
Mstep: Class 30 contains 7681 members 
Mstep: Class 31 contains 19670 members 
Mstep: Class 32 contains 14243 members 
Mstep: Class 33 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153760.000000 Penalty: 106802.460938
Iteration 94Q: 34 clusters Score -3.815376e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 6701 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 4717 members 
Mstep: Class 6 contains 16480 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 17167 members 
Mstep: Class 9 contains 40379 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3608 members 
Mstep: Class 13 contains 30029 members 
Mstep: Class 14 contains 4514 members 
Mstep: Class 15 contains 11388 members 
Mstep: Class 16 contains 107755 members 
Mstep: Class 17 contains 4289 members 
Mstep: Class 18 contains 6628 members 
Mstep: Class 19 contains 11715 members 
Mstep: Class 20 contains 22875 members 
Mstep: Class 21 contains 19688 members 
Mstep: Class 22 contains 12959 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 24846 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 9308 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 7698 members 
Mstep: Class 31 contains 19676 members 
Mstep: Class 32 contains 14286 members 
Mstep: Class 33 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153864.000000 Penalty: 106802.460938
Iteration 95Q: 34 clusters Score -3.815386e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14480 members 
Mstep: Class 3 contains 6702 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4715 members 
Mstep: Class 6 contains 16502 members 
Mstep: Class 7 contains 2138 members 
Mstep: Class 8 contains 17125 members 
Mstep: Class 9 contains 40374 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 30025 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11391 members 
Mstep: Class 16 contains 107759 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 18 contains 6596 members 
Mstep: Class 19 contains 11714 members 
Mstep: Class 20 contains 22877 members 
Mstep: Class 21 contains 19681 members 
Mstep: Class 22 contains 12947 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 24845 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 5333 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 9292 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 7716 members 
Mstep: Class 31 contains 19673 members 
Mstep: Class 32 contains 14329 members 
Mstep: Class 33 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153908.000000 Penalty: 106802.460938
Iteration 96Q: 34 clusters Score -3.815391e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14484 members 
Mstep: Class 3 contains 6702 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 16518 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 8 contains 17093 members 
Mstep: Class 9 contains 40366 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 30021 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 11392 members 
Mstep: Class 16 contains 107768 members 
Mstep: Class 17 contains 4285 members 
Mstep: Class 18 contains 6571 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22877 members 
Mstep: Class 21 contains 19678 members 
Mstep: Class 22 contains 12931 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 24846 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 5333 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 9277 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 7732 members 
Mstep: Class 31 contains 19677 members 
Mstep: Class 32 contains 14363 members 
Mstep: Class 33 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153848.000000 Penalty: 106802.460938
Iteration 97Q: 34 clusters Score -3.815385e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14484 members 
Mstep: Class 3 contains 6702 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 16533 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 17070 members 
Mstep: Class 9 contains 40363 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 30019 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 11390 members 
Mstep: Class 16 contains 107769 members 
Mstep: Class 17 contains 4285 members 
Mstep: Class 18 contains 6553 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22879 members 
Mstep: Class 21 contains 19668 members 
Mstep: Class 22 contains 12915 members 
Mstep: Class 23 contains 2689 members 
Mstep: Class 24 contains 24844 members 
Mstep: Class 25 contains 7791 members 
Mstep: Class 26 contains 5333 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 9267 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 7744 members 
Mstep: Class 31 contains 19684 members 
Mstep: Class 32 contains 14393 members 
Mstep: Class 33 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38153932.000000 Penalty: 106802.460938
Iteration 98Q: 34 clusters Score -3.815393e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14483 members 
Mstep: Class 3 contains 6704 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 16548 members 
Mstep: Class 7 contains 2131 members 
Mstep: Class 8 contains 17047 members 
Mstep: Class 9 contains 40358 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3605 members 
Mstep: Class 13 contains 30019 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 11395 members 
Mstep: Class 16 contains 107763 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 6536 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22880 members 
Mstep: Class 21 contains 19649 members 
Mstep: Class 22 contains 12900 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 24845 members 
Mstep: Class 25 contains 7792 members 
Mstep: Class 26 contains 5333 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 9258 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 7765 members 
Mstep: Class 31 contains 19686 members 
Mstep: Class 32 contains 14427 members 
Mstep: Class 33 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154020.000000 Penalty: 106802.460938
Iteration 99Q: 34 clusters Score -3.815402e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14488 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 16556 members 
Mstep: Class 7 contains 2125 members 
Mstep: Class 8 contains 17023 members 
Mstep: Class 9 contains 40366 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3609 members 
Mstep: Class 13 contains 30018 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11392 members 
Mstep: Class 16 contains 107761 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 6517 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22879 members 
Mstep: Class 21 contains 19634 members 
Mstep: Class 22 contains 12886 members 
Mstep: Class 23 contains 2744 members 
Mstep: Class 24 contains 24843 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 5333 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 9246 members 
Mstep: Class 29 contains 3147 members 
Mstep: Class 30 contains 7784 members 
Mstep: Class 31 contains 19691 members 
Mstep: Class 32 contains 14452 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154028.000000 Penalty: 106802.460938
Iteration 100F: 34 clusters Score -3.815403e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14488 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 16559 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 17004 members 
Mstep: Class 9 contains 40362 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 30018 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 11394 members 
Mstep: Class 16 contains 107760 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 6503 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22879 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 12875 members 
Mstep: Class 23 contains 2771 members 
Mstep: Class 24 contains 24840 members 
Mstep: Class 25 contains 7789 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9234 members 
Mstep: Class 29 contains 3150 members 
Mstep: Class 30 contains 7802 members 
Mstep: Class 31 contains 19700 members 
Mstep: Class 32 contains 14475 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154048.000000 Penalty: 106802.460938
Iteration 101Q: 34 clusters Score -3.815405e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14489 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 16559 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 16991 members 
Mstep: Class 9 contains 40357 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 30017 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 11395 members 
Mstep: Class 16 contains 107762 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 6496 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22879 members 
Mstep: Class 21 contains 19613 members 
Mstep: Class 22 contains 12870 members 
Mstep: Class 23 contains 2788 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7789 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9223 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 7813 members 
Mstep: Class 31 contains 19708 members 
Mstep: Class 32 contains 14490 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154200.000000 Penalty: 106802.460938
Iteration 102Q: 34 clusters Score -3.81542e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14488 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 16572 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 16987 members 
Mstep: Class 9 contains 40346 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 30016 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 11397 members 
Mstep: Class 16 contains 107768 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 6485 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22880 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 12868 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7786 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 7829 members 
Mstep: Class 31 contains 19709 members 
Mstep: Class 32 contains 14497 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154172.000000 Penalty: 106802.460938
Iteration 103Q: 34 clusters Score -3.815417e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 16586 members 
Mstep: Class 7 contains 2116 members 
Mstep: Class 8 contains 16981 members 
Mstep: Class 9 contains 40341 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 30013 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 11399 members 
Mstep: Class 16 contains 107770 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22880 members 
Mstep: Class 21 contains 19595 members 
Mstep: Class 22 contains 12870 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7784 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9207 members 
Mstep: Class 29 contains 3155 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 19715 members 
Mstep: Class 32 contains 14502 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154276.000000 Penalty: 106802.460938
Iteration 104Q: 34 clusters Score -3.815428e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14487 members 
Mstep: Class 3 contains 6706 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 16590 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 16977 members 
Mstep: Class 9 contains 40341 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3615 members 
Mstep: Class 13 contains 30010 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 11398 members 
Mstep: Class 16 contains 107771 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19583 members 
Mstep: Class 22 contains 12865 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7787 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9199 members 
Mstep: Class 29 contains 3157 members 
Mstep: Class 30 contains 7856 members 
Mstep: Class 31 contains 19719 members 
Mstep: Class 32 contains 14508 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154312.000000 Penalty: 106802.460938
Iteration 105Q: 34 clusters Score -3.815431e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14488 members 
Mstep: Class 3 contains 6708 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 16584 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 16971 members 
Mstep: Class 9 contains 40338 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3617 members 
Mstep: Class 13 contains 30006 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 11399 members 
Mstep: Class 16 contains 107771 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19563 members 
Mstep: Class 22 contains 12862 members 
Mstep: Class 23 contains 2826 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7786 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9197 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 7872 members 
Mstep: Class 31 contains 19733 members 
Mstep: Class 32 contains 14517 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154272.000000 Penalty: 106802.460938
Iteration 106Q: 34 clusters Score -3.815427e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14487 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 16595 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 8 contains 16969 members 
Mstep: Class 9 contains 40339 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3615 members 
Mstep: Class 13 contains 30005 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 11396 members 
Mstep: Class 16 contains 107771 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22887 members 
Mstep: Class 21 contains 19549 members 
Mstep: Class 22 contains 12862 members 
Mstep: Class 23 contains 2828 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 9190 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 7887 members 
Mstep: Class 31 contains 19745 members 
Mstep: Class 32 contains 14521 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154224.000000 Penalty: 106802.460938
Iteration 107Q: 34 clusters Score -3.815422e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14487 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 16601 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 16966 members 
Mstep: Class 9 contains 40339 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3617 members 
Mstep: Class 13 contains 30001 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 11394 members 
Mstep: Class 16 contains 107771 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 6443 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22887 members 
Mstep: Class 21 contains 19535 members 
Mstep: Class 22 contains 12859 members 
Mstep: Class 23 contains 2834 members 
Mstep: Class 24 contains 24832 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9181 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 19757 members 
Mstep: Class 32 contains 14525 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154248.000000 Penalty: 106802.460938
Iteration 108Q: 34 clusters Score -3.815425e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14487 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 16610 members 
Mstep: Class 7 contains 2104 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 40332 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3615 members 
Mstep: Class 13 contains 30001 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11388 members 
Mstep: Class 16 contains 107773 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 6437 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19525 members 
Mstep: Class 22 contains 12857 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 24832 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9171 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 7916 members 
Mstep: Class 31 contains 19769 members 
Mstep: Class 32 contains 14532 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154324.000000 Penalty: 106802.460938
Iteration 109Q: 34 clusters Score -3.815432e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4682 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2102 members 
Mstep: Class 8 contains 16956 members 
Mstep: Class 9 contains 40329 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11387 members 
Mstep: Class 16 contains 107772 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19515 members 
Mstep: Class 22 contains 12851 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 24832 members 
Mstep: Class 25 contains 7773 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9164 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 7931 members 
Mstep: Class 31 contains 19779 members 
Mstep: Class 32 contains 14538 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154272.000000 Penalty: 106802.460938
Iteration 110Q: 34 clusters Score -3.815427e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14484 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4680 members 
Mstep: Class 6 contains 16622 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 40325 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11388 members 
Mstep: Class 16 contains 107773 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19510 members 
Mstep: Class 22 contains 12849 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 24832 members 
Mstep: Class 25 contains 7773 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9155 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 7944 members 
Mstep: Class 31 contains 19780 members 
Mstep: Class 32 contains 14548 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154280.000000 Penalty: 106802.460938
Iteration 111Q: 34 clusters Score -3.815428e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4678 members 
Mstep: Class 6 contains 16628 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 40325 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3615 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 107771 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19508 members 
Mstep: Class 22 contains 12846 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 24832 members 
Mstep: Class 25 contains 7771 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9147 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 7952 members 
Mstep: Class 31 contains 19781 members 
Mstep: Class 32 contains 14556 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154280.000000 Penalty: 106802.460938
Iteration 112Q: 34 clusters Score -3.815428e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 16934 members 
Mstep: Class 9 contains 40322 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3614 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11390 members 
Mstep: Class 16 contains 107771 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19503 members 
Mstep: Class 22 contains 12846 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 24832 members 
Mstep: Class 25 contains 7766 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9139 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 7968 members 
Mstep: Class 31 contains 19787 members 
Mstep: Class 32 contains 14564 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154336.000000 Penalty: 106802.460938
Iteration 113Q: 34 clusters Score -3.815434e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4680 members 
Mstep: Class 6 contains 16633 members 
Mstep: Class 7 contains 2100 members 
Mstep: Class 8 contains 16924 members 
Mstep: Class 9 contains 40322 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11386 members 
Mstep: Class 16 contains 107768 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19496 members 
Mstep: Class 22 contains 12848 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7763 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9131 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 7983 members 
Mstep: Class 31 contains 19790 members 
Mstep: Class 32 contains 14573 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154376.000000 Penalty: 106802.460938
Iteration 114Q: 34 clusters Score -3.815438e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14488 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4680 members 
Mstep: Class 6 contains 16643 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 40322 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11387 members 
Mstep: Class 16 contains 107763 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6433 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19489 members 
Mstep: Class 22 contains 12849 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7760 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9121 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 7993 members 
Mstep: Class 31 contains 19790 members 
Mstep: Class 32 contains 14578 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154368.000000 Penalty: 106802.460938
Iteration 115Q: 34 clusters Score -3.815437e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 6710 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 16638 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 8 contains 16912 members 
Mstep: Class 9 contains 40323 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11393 members 
Mstep: Class 16 contains 107760 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19487 members 
Mstep: Class 22 contains 12852 members 
Mstep: Class 23 contains 2858 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7758 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9112 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 19790 members 
Mstep: Class 32 contains 14584 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154380.000000 Penalty: 106802.460938
Iteration 116Q: 34 clusters Score -3.815438e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4677 members 
Mstep: Class 6 contains 16637 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 16905 members 
Mstep: Class 9 contains 40321 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11398 members 
Mstep: Class 16 contains 107757 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19486 members 
Mstep: Class 22 contains 12852 members 
Mstep: Class 23 contains 2860 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7761 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9104 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8016 members 
Mstep: Class 31 contains 19790 members 
Mstep: Class 32 contains 14587 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154340.000000 Penalty: 106802.460938
Iteration 117Q: 34 clusters Score -3.815434e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 6714 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4675 members 
Mstep: Class 6 contains 16633 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 16900 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11402 members 
Mstep: Class 16 contains 107753 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19483 members 
Mstep: Class 22 contains 12852 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7761 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 9096 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8027 members 
Mstep: Class 31 contains 19798 members 
Mstep: Class 32 contains 14590 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154384.000000 Penalty: 106802.460938
Iteration 118Q: 34 clusters Score -3.815438e+07 nChanged 75
Entering ConstructFrom: 
Score: -38154384.000000 Penalty: 106802.460938
Entering ConstructFrom: 
Trying to split cluster 1 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -216013.453125 Penalty: 1992.909912
	Iteration 0F: 2 clusters Score -216013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -212719.437500 Penalty: 3985.819824
	Iteration 0F: 3 clusters Score -212719.4 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -213483.062500 Penalty: 3985.819824
	Iteration 1F: 3 clusters Score -213483.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -213754.625000 Penalty: 3985.819824
	Iteration 2F: 3 clusters Score -213754.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -213962.000000 Penalty: 3985.819824
	Iteration 3F: 3 clusters Score -213962 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -214133.843750 Penalty: 3985.819824
	Iteration 4F: 3 clusters Score -214133.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -214262.375000 Penalty: 3985.819824
	Iteration 5Q: 3 clusters Score -214262.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -214372.984375 Penalty: 3985.819824
	Iteration 6Q: 3 clusters Score -214373 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -214465.531250 Penalty: 3985.819824
	Iteration 7Q: 3 clusters Score -214465.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -214523.468750 Penalty: 3985.819824
	Iteration 8Q: 3 clusters Score -214523.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -214561.281250 Penalty: 3985.819824
	Iteration 9Q: 3 clusters Score -214561.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -214589.953125 Penalty: 3985.819824
	Iteration 10Q: 3 clusters Score -214590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -214607.000000 Penalty: 3985.819824
	Iteration 11Q: 3 clusters Score -214607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -214620.984375 Penalty: 3985.819824
	Iteration 12Q: 3 clusters Score -214621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -214632.562500 Penalty: 3985.819824
	Iteration 13Q: 3 clusters Score -214632.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -214641.453125 Penalty: 3985.819824
	Iteration 14Q: 3 clusters Score -214641.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -214650.078125 Penalty: 3985.819824
	Iteration 15Q: 3 clusters Score -214650.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -214657.859375 Penalty: 3985.819824
	Iteration 16Q: 3 clusters Score -214657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -214664.687500 Penalty: 3985.819824
	Iteration 17Q: 3 clusters Score -214664.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -214671.656250 Penalty: 3985.819824
	Iteration 18Q: 3 clusters Score -214671.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -214686.031250 Penalty: 3985.819824
	Iteration 19Q: 3 clusters Score -214686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -214694.359375 Penalty: 3985.819824
	Iteration 20F: 3 clusters Score -214694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -214701.359375 Penalty: 3985.819824
	Iteration 21Q: 3 clusters Score -214701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -214703.781250 Penalty: 3985.819824
	Iteration 22Q: 3 clusters Score -214703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -214704.937500 Penalty: 3985.819824
	Iteration 23Q: 3 clusters Score -214704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -214706.343750 Penalty: 3985.819824
	Iteration 24Q: 3 clusters Score -214706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -214707.671875 Penalty: 3985.819824
	Iteration 25Q: 3 clusters Score -214707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -214708.125000 Penalty: 3985.819824
	Iteration 26Q: 3 clusters Score -214708.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -214710.265625 Penalty: 3985.819824
	Iteration 27Q: 3 clusters Score -214710.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -214711.937500 Penalty: 3985.819824
	Iteration 28Q: 3 clusters Score -214711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -214713.625000 Penalty: 3985.819824
	Iteration 29Q: 3 clusters Score -214713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -214716.640625 Penalty: 3985.819824
	Iteration 30Q: 3 clusters Score -214716.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -214719.968750 Penalty: 3985.819824
	Iteration 31Q: 3 clusters Score -214720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -214723.953125 Penalty: 3985.819824
	Iteration 32Q: 3 clusters Score -214724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -214726.609375 Penalty: 3985.819824
	Iteration 33Q: 3 clusters Score -214726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -214728.828125 Penalty: 3985.819824
	Iteration 34Q: 3 clusters Score -214728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -214732.500000 Penalty: 3985.819824
	Iteration 35Q: 3 clusters Score -214732.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -214739.937500 Penalty: 3985.819824
	Iteration 36Q: 3 clusters Score -214739.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -214747.656250 Penalty: 3985.819824
	Iteration 37Q: 3 clusters Score -214747.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -214754.140625 Penalty: 3985.819824
	Iteration 38Q: 3 clusters Score -214754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -214755.937500 Penalty: 3985.819824
	Iteration 39Q: 3 clusters Score -214755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -214757.203125 Penalty: 3985.819824
	Iteration 40F: 3 clusters Score -214757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -214758.578125 Penalty: 3985.819824
	Iteration 41Q: 3 clusters Score -214758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -214759.625000 Penalty: 3985.819824
	Iteration 42Q: 3 clusters Score -214759.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -214761.046875 Penalty: 3985.819824
	Iteration 43Q: 3 clusters Score -214761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -214761.046875 Penalty: 3985.819824
	Iteration 44F: 3 clusters Score -214761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Entering Unmasked Estep 
Score: -1243071.375000 Penalty: 2376.124023
	Iteration 0F: 2 clusters Score -1243071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1232588.000000 Penalty: 4752.248047
	Iteration 0F: 3 clusters Score -1232588 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1235834.375000 Penalty: 4752.248047
	Iteration 1F: 3 clusters Score -1235834 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1236262.000000 Penalty: 4752.248047
	Iteration 2F: 3 clusters Score -1236262 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1236560.000000 Penalty: 4752.248047
	Iteration 3F: 3 clusters Score -1236560 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1236800.000000 Penalty: 4752.248047
	Iteration 4Q: 3 clusters Score -1236800 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1236998.000000 Penalty: 4752.248047
	Iteration 5Q: 3 clusters Score -1236998 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1237196.625000 Penalty: 4752.248047
	Iteration 6Q: 3 clusters Score -1237197 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1237427.250000 Penalty: 4752.248047
	Iteration 7Q: 3 clusters Score -1237427 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1237761.750000 Penalty: 4752.248047
	Iteration 8Q: 3 clusters Score -1237762 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1238157.250000 Penalty: 4752.248047
	Iteration 9Q: 3 clusters Score -1238157 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1238668.750000 Penalty: 4752.248047
	Iteration 10F: 3 clusters Score -1238669 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1239250.750000 Penalty: 4752.248047
	Iteration 11F: 3 clusters Score -1239251 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1239791.750000 Penalty: 4752.248047
	Iteration 12Q: 3 clusters Score -1239792 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1240225.500000 Penalty: 4752.248047
	Iteration 13Q: 3 clusters Score -1240226 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1240535.750000 Penalty: 4752.248047
	Iteration 14Q: 3 clusters Score -1240536 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1240741.375000 Penalty: 4752.248047
	Iteration 15Q: 3 clusters Score -1240741 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1240876.750000 Penalty: 4752.248047
	Iteration 16Q: 3 clusters Score -1240877 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1240951.000000 Penalty: 4752.248047
	Iteration 17Q: 3 clusters Score -1240951 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1241003.000000 Penalty: 4752.248047
	Iteration 18Q: 3 clusters Score -1241003 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1241061.250000 Penalty: 4752.248047
	Iteration 19Q: 3 clusters Score -1241061 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1241094.250000 Penalty: 4752.248047
	Iteration 20F: 3 clusters Score -1241094 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1241136.750000 Penalty: 4752.248047
	Iteration 21Q: 3 clusters Score -1241137 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1241159.125000 Penalty: 4752.248047
	Iteration 22Q: 3 clusters Score -1241159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1241182.500000 Penalty: 4752.248047
	Iteration 23Q: 3 clusters Score -1241182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1241205.750000 Penalty: 4752.248047
	Iteration 24Q: 3 clusters Score -1241206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1241224.500000 Penalty: 4752.248047
	Iteration 25Q: 3 clusters Score -1241224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1241233.000000 Penalty: 4752.248047
	Iteration 26Q: 3 clusters Score -1241233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1241238.500000 Penalty: 4752.248047
	Iteration 27Q: 3 clusters Score -1241238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1241246.125000 Penalty: 4752.248047
	Iteration 28Q: 3 clusters Score -1241246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1241248.625000 Penalty: 4752.248047
	Iteration 29Q: 3 clusters Score -1241249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1241255.875000 Penalty: 4752.248047
	Iteration 30Q: 3 clusters Score -1241256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1241258.250000 Penalty: 4752.248047
	Iteration 31Q: 3 clusters Score -1241258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1241261.375000 Penalty: 4752.248047
	Iteration 32Q: 3 clusters Score -1241261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1241263.375000 Penalty: 4752.248047
	Iteration 33Q: 3 clusters Score -1241263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1241265.500000 Penalty: 4752.248047
	Iteration 34Q: 3 clusters Score -1241266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1241264.500000 Penalty: 4752.248047
	Iteration 35Q: 3 clusters Score -1241264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1241267.875000 Penalty: 4752.248047
	Iteration 36Q: 3 clusters Score -1241268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1241269.125000 Penalty: 4752.248047
	Iteration 37Q: 3 clusters Score -1241269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1241270.750000 Penalty: 4752.248047
	Iteration 38Q: 3 clusters Score -1241271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1241271.750000 Penalty: 4752.248047
	Iteration 39Q: 3 clusters Score -1241272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1241273.125000 Penalty: 4752.248047
	Iteration 40F: 3 clusters Score -1241273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1241274.875000 Penalty: 4752.248047
	Iteration 41Q: 3 clusters Score -1241275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1241273.375000 Penalty: 4752.248047
	Iteration 42Q: 3 clusters Score -1241273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1241274.625000 Penalty: 4752.248047
	Iteration 43Q: 3 clusters Score -1241275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1241277.375000 Penalty: 4752.248047
	Iteration 44Q: 3 clusters Score -1241277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1241276.250000 Penalty: 4752.248047
	Iteration 45Q: 3 clusters Score -1241276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1241275.250000 Penalty: 4752.248047
	Iteration 46Q: 3 clusters Score -1241275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1241275.375000 Penalty: 4752.248047
	Iteration 47Q: 3 clusters Score -1241275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1241275.625000 Penalty: 4752.248047
	Iteration 48Q: 3 clusters Score -1241276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1241275.625000 Penalty: 4752.248047
	Iteration 49F: 3 clusters Score -1241276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -643424.312500 Penalty: 2185.511230
	Iteration 0F: 2 clusters Score -643424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -637803.500000 Penalty: 4371.022461
	Iteration 0F: 3 clusters Score -637803.5 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -639269.625000 Penalty: 4371.022461
	Iteration 1F: 3 clusters Score -639269.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -639528.437500 Penalty: 4371.022461
	Iteration 2F: 3 clusters Score -639528.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -639702.687500 Penalty: 4371.022461
	Iteration 3F: 3 clusters Score -639702.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -639817.500000 Penalty: 4371.022461
	Iteration 4Q: 3 clusters Score -639817.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -639936.812500 Penalty: 4371.022461
	Iteration 5Q: 3 clusters Score -639936.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -640034.062500 Penalty: 4371.022461
	Iteration 6Q: 3 clusters Score -640034.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -640133.875000 Penalty: 4371.022461
	Iteration 7Q: 3 clusters Score -640133.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -640231.062500 Penalty: 4371.022461
	Iteration 8Q: 3 clusters Score -640231.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -640328.187500 Penalty: 4371.022461
	Iteration 9Q: 3 clusters Score -640328.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -640425.062500 Penalty: 4371.022461
	Iteration 10Q: 3 clusters Score -640425.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -640516.375000 Penalty: 4371.022461
	Iteration 11Q: 3 clusters Score -640516.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -640586.500000 Penalty: 4371.022461
	Iteration 12Q: 3 clusters Score -640586.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -640659.625000 Penalty: 4371.022461
	Iteration 13Q: 3 clusters Score -640659.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -640740.312500 Penalty: 4371.022461
	Iteration 14Q: 3 clusters Score -640740.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -640825.062500 Penalty: 4371.022461
	Iteration 15Q: 3 clusters Score -640825.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -640910.125000 Penalty: 4371.022461
	Iteration 16Q: 3 clusters Score -640910.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -640989.187500 Penalty: 4371.022461
	Iteration 17Q: 3 clusters Score -640989.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -641046.250000 Penalty: 4371.022461
	Iteration 18Q: 3 clusters Score -641046.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -641091.000000 Penalty: 4371.022461
	Iteration 19Q: 3 clusters Score -641091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -641128.500000 Penalty: 4371.022461
	Iteration 20F: 3 clusters Score -641128.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -641172.437500 Penalty: 4371.022461
	Iteration 21Q: 3 clusters Score -641172.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -641203.375000 Penalty: 4371.022461
	Iteration 22Q: 3 clusters Score -641203.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -641234.625000 Penalty: 4371.022461
	Iteration 23Q: 3 clusters Score -641234.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -641269.500000 Penalty: 4371.022461
	Iteration 24Q: 3 clusters Score -641269.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -641298.125000 Penalty: 4371.022461
	Iteration 25Q: 3 clusters Score -641298.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -641320.687500 Penalty: 4371.022461
	Iteration 26Q: 3 clusters Score -641320.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -641343.875000 Penalty: 4371.022461
	Iteration 27Q: 3 clusters Score -641343.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -641366.187500 Penalty: 4371.022461
	Iteration 28Q: 3 clusters Score -641366.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -641388.500000 Penalty: 4371.022461
	Iteration 29Q: 3 clusters Score -641388.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -641403.687500 Penalty: 4371.022461
	Iteration 30Q: 3 clusters Score -641403.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -641421.437500 Penalty: 4371.022461
	Iteration 31Q: 3 clusters Score -641421.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -641438.937500 Penalty: 4371.022461
	Iteration 32Q: 3 clusters Score -641438.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -641450.312500 Penalty: 4371.022461
	Iteration 33Q: 3 clusters Score -641450.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -641462.750000 Penalty: 4371.022461
	Iteration 34Q: 3 clusters Score -641462.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -641472.437500 Penalty: 4371.022461
	Iteration 35Q: 3 clusters Score -641472.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -641483.500000 Penalty: 4371.022461
	Iteration 36Q: 3 clusters Score -641483.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -641496.500000 Penalty: 4371.022461
	Iteration 37Q: 3 clusters Score -641496.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -641504.937500 Penalty: 4371.022461
	Iteration 38Q: 3 clusters Score -641504.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -641520.687500 Penalty: 4371.022461
	Iteration 39Q: 3 clusters Score -641520.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -641529.437500 Penalty: 4371.022461
	Iteration 40F: 3 clusters Score -641529.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -641538.000000 Penalty: 4371.022461
	Iteration 41Q: 3 clusters Score -641538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -641547.437500 Penalty: 4371.022461
	Iteration 42Q: 3 clusters Score -641547.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -641557.125000 Penalty: 4371.022461
	Iteration 43Q: 3 clusters Score -641557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -641563.875000 Penalty: 4371.022461
	Iteration 44Q: 3 clusters Score -641563.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -641568.500000 Penalty: 4371.022461
	Iteration 45Q: 3 clusters Score -641568.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -641573.562500 Penalty: 4371.022461
	Iteration 46Q: 3 clusters Score -641573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -641576.250000 Penalty: 4371.022461
	Iteration 47Q: 3 clusters Score -641576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -641578.625000 Penalty: 4371.022461
	Iteration 48Q: 3 clusters Score -641578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -641579.875000 Penalty: 4371.022461
	Iteration 49Q: 3 clusters Score -641579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -641581.875000 Penalty: 4371.022461
	Iteration 50Q: 3 clusters Score -641581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -641583.500000 Penalty: 4371.022461
	Iteration 51Q: 3 clusters Score -641583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -641584.875000 Penalty: 4371.022461
	Iteration 52Q: 3 clusters Score -641584.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -641585.562500 Penalty: 4371.022461
	Iteration 53Q: 3 clusters Score -641585.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -641589.750000 Penalty: 4371.022461
	Iteration 54Q: 3 clusters Score -641589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -641589.437500 Penalty: 4371.022461
	Iteration 55Q: 3 clusters Score -641589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -641590.750000 Penalty: 4371.022461
	Iteration 56Q: 3 clusters Score -641590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -641592.000000 Penalty: 4371.022461
	Iteration 57Q: 3 clusters Score -641592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -641593.000000 Penalty: 4371.022461
	Iteration 58Q: 3 clusters Score -641593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -641594.062500 Penalty: 4371.022461
	Iteration 59Q: 3 clusters Score -641594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -641596.437500 Penalty: 4371.022461
	Iteration 60F: 3 clusters Score -641596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -641596.625000 Penalty: 4371.022461
	Iteration 61Q: 3 clusters Score -641596.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -641599.875000 Penalty: 4371.022461
	Iteration 62Q: 3 clusters Score -641599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -641599.437500 Penalty: 4371.022461
	Iteration 63Q: 3 clusters Score -641599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -641599.437500 Penalty: 4371.022461
	Iteration 64F: 3 clusters Score -641599.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -405277.625000 Penalty: 2092.392578
	Iteration 0F: 2 clusters Score -405277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -400999.718750 Penalty: 4184.785156
	Iteration 0F: 3 clusters Score -400999.7 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -401980.968750 Penalty: 4184.785156
	Iteration 1F: 3 clusters Score -401981 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -402190.812500 Penalty: 4184.785156
	Iteration 2F: 3 clusters Score -402190.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -402357.531250 Penalty: 4184.785156
	Iteration 3F: 3 clusters Score -402357.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -402481.937500 Penalty: 4184.785156
	Iteration 4Q: 3 clusters Score -402481.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -402574.500000 Penalty: 4184.785156
	Iteration 5Q: 3 clusters Score -402574.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -402656.156250 Penalty: 4184.785156
	Iteration 6Q: 3 clusters Score -402656.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -402723.781250 Penalty: 4184.785156
	Iteration 7Q: 3 clusters Score -402723.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -402800.718750 Penalty: 4184.785156
	Iteration 8Q: 3 clusters Score -402800.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -402865.000000 Penalty: 4184.785156
	Iteration 9Q: 3 clusters Score -402865 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -402928.218750 Penalty: 4184.785156
	Iteration 10Q: 3 clusters Score -402928.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -403005.968750 Penalty: 4184.785156
	Iteration 11Q: 3 clusters Score -403006 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -403057.937500 Penalty: 4184.785156
	Iteration 12Q: 3 clusters Score -403057.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -403093.125000 Penalty: 4184.785156
	Iteration 13Q: 3 clusters Score -403093.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -403127.593750 Penalty: 4184.785156
	Iteration 14Q: 3 clusters Score -403127.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -403164.156250 Penalty: 4184.785156
	Iteration 15Q: 3 clusters Score -403164.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -403196.968750 Penalty: 4184.785156
	Iteration 16Q: 3 clusters Score -403197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -403225.656250 Penalty: 4184.785156
	Iteration 17Q: 3 clusters Score -403225.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -403253.593750 Penalty: 4184.785156
	Iteration 18Q: 3 clusters Score -403253.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -403272.875000 Penalty: 4184.785156
	Iteration 19Q: 3 clusters Score -403272.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -403286.281250 Penalty: 4184.785156
	Iteration 20F: 3 clusters Score -403286.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -403301.218750 Penalty: 4184.785156
	Iteration 21Q: 3 clusters Score -403301.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -403312.406250 Penalty: 4184.785156
	Iteration 22Q: 3 clusters Score -403312.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -403323.781250 Penalty: 4184.785156
	Iteration 23Q: 3 clusters Score -403323.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -403334.718750 Penalty: 4184.785156
	Iteration 24Q: 3 clusters Score -403334.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -403341.187500 Penalty: 4184.785156
	Iteration 25Q: 3 clusters Score -403341.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -403347.656250 Penalty: 4184.785156
	Iteration 26Q: 3 clusters Score -403347.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -403352.343750 Penalty: 4184.785156
	Iteration 27Q: 3 clusters Score -403352.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -403357.781250 Penalty: 4184.785156
	Iteration 28Q: 3 clusters Score -403357.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -403361.000000 Penalty: 4184.785156
	Iteration 29Q: 3 clusters Score -403361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -403363.687500 Penalty: 4184.785156
	Iteration 30Q: 3 clusters Score -403363.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -403367.062500 Penalty: 4184.785156
	Iteration 31Q: 3 clusters Score -403367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -403368.218750 Penalty: 4184.785156
	Iteration 32Q: 3 clusters Score -403368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -403371.562500 Penalty: 4184.785156
	Iteration 33Q: 3 clusters Score -403371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -403373.625000 Penalty: 4184.785156
	Iteration 34Q: 3 clusters Score -403373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -403374.531250 Penalty: 4184.785156
	Iteration 35Q: 3 clusters Score -403374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -403376.000000 Penalty: 4184.785156
	Iteration 36Q: 3 clusters Score -403376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -403377.437500 Penalty: 4184.785156
	Iteration 37Q: 3 clusters Score -403377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -403378.562500 Penalty: 4184.785156
	Iteration 38Q: 3 clusters Score -403378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -403378.562500 Penalty: 4184.785156
	Iteration 39F: 3 clusters Score -403378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -371440.593750 Penalty: 2095.543213
	Iteration 0F: 2 clusters Score -371440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -367133.093750 Penalty: 4191.086426
	Iteration 0F: 3 clusters Score -367133.1 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -368165.750000 Penalty: 4191.086426
	Iteration 1F: 3 clusters Score -368165.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -368416.156250 Penalty: 4191.086426
	Iteration 2F: 3 clusters Score -368416.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -368607.031250 Penalty: 4191.086426
	Iteration 3F: 3 clusters Score -368607 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -368773.781250 Penalty: 4191.086426
	Iteration 4Q: 3 clusters Score -368773.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -368922.937500 Penalty: 4191.086426
	Iteration 5Q: 3 clusters Score -368922.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -369090.437500 Penalty: 4191.086426
	Iteration 6Q: 3 clusters Score -369090.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -369206.000000 Penalty: 4191.086426
	Iteration 7Q: 3 clusters Score -369206 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -369335.812500 Penalty: 4191.086426
	Iteration 8Q: 3 clusters Score -369335.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -369459.562500 Penalty: 4191.086426
	Iteration 9Q: 3 clusters Score -369459.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -369563.468750 Penalty: 4191.086426
	Iteration 10Q: 3 clusters Score -369563.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -369646.531250 Penalty: 4191.086426
	Iteration 11Q: 3 clusters Score -369646.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -369722.343750 Penalty: 4191.086426
	Iteration 12Q: 3 clusters Score -369722.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -369821.656250 Penalty: 4191.086426
	Iteration 13Q: 3 clusters Score -369821.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -369961.125000 Penalty: 4191.086426
	Iteration 14Q: 3 clusters Score -369961.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -370152.875000 Penalty: 4191.086426
	Iteration 15Q: 3 clusters Score -370152.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -370334.656250 Penalty: 4191.086426
	Iteration 16Q: 3 clusters Score -370334.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -370462.500000 Penalty: 4191.086426
	Iteration 17Q: 3 clusters Score -370462.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -370559.062500 Penalty: 4191.086426
	Iteration 18Q: 3 clusters Score -370559.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -370616.781250 Penalty: 4191.086426
	Iteration 19Q: 3 clusters Score -370616.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -370653.437500 Penalty: 4191.086426
	Iteration 20F: 3 clusters Score -370653.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -370675.687500 Penalty: 4191.086426
	Iteration 21Q: 3 clusters Score -370675.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -370691.718750 Penalty: 4191.086426
	Iteration 22Q: 3 clusters Score -370691.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -370707.750000 Penalty: 4191.086426
	Iteration 23Q: 3 clusters Score -370707.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -370722.218750 Penalty: 4191.086426
	Iteration 24Q: 3 clusters Score -370722.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -370737.593750 Penalty: 4191.086426
	Iteration 25Q: 3 clusters Score -370737.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -370746.218750 Penalty: 4191.086426
	Iteration 26Q: 3 clusters Score -370746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -370750.187500 Penalty: 4191.086426
	Iteration 27Q: 3 clusters Score -370750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -370753.625000 Penalty: 4191.086426
	Iteration 28Q: 3 clusters Score -370753.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -370756.500000 Penalty: 4191.086426
	Iteration 29Q: 3 clusters Score -370756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -370757.562500 Penalty: 4191.086426
	Iteration 30Q: 3 clusters Score -370757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -370759.625000 Penalty: 4191.086426
	Iteration 31Q: 3 clusters Score -370759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -370761.562500 Penalty: 4191.086426
	Iteration 32Q: 3 clusters Score -370761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -370763.281250 Penalty: 4191.086426
	Iteration 33Q: 3 clusters Score -370763.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -370763.281250 Penalty: 4191.086426
	Iteration 34F: 3 clusters Score -370763.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Entering Unmasked Estep 
Score: -1336095.875000 Penalty: 2410.317871
	Iteration 0F: 2 clusters Score -1336096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1324285.875000 Penalty: 4820.635742
	Iteration 0F: 3 clusters Score -1324286 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1328288.875000 Penalty: 4820.635742
	Iteration 1F: 3 clusters Score -1328289 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1328795.375000 Penalty: 4820.635742
	Iteration 2F: 3 clusters Score -1328795 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1329229.250000 Penalty: 4820.635742
	Iteration 3F: 3 clusters Score -1329229 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1329685.375000 Penalty: 4820.635742
	Iteration 4F: 3 clusters Score -1329685 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1330141.875000 Penalty: 4820.635742
	Iteration 5F: 3 clusters Score -1330142 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1330615.000000 Penalty: 4820.635742
	Iteration 6Q: 3 clusters Score -1330615 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1331159.500000 Penalty: 4820.635742
	Iteration 7Q: 3 clusters Score -1331160 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1331782.000000 Penalty: 4820.635742
	Iteration 8F: 3 clusters Score -1331782 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1332364.125000 Penalty: 4820.635742
	Iteration 9Q: 3 clusters Score -1332364 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1332855.625000 Penalty: 4820.635742
	Iteration 10Q: 3 clusters Score -1332856 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1333230.000000 Penalty: 4820.635742
	Iteration 11Q: 3 clusters Score -1333230 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1333515.250000 Penalty: 4820.635742
	Iteration 12Q: 3 clusters Score -1333515 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1333701.750000 Penalty: 4820.635742
	Iteration 13Q: 3 clusters Score -1333702 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1333803.500000 Penalty: 4820.635742
	Iteration 14Q: 3 clusters Score -1333804 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1333863.250000 Penalty: 4820.635742
	Iteration 15Q: 3 clusters Score -1333863 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1333912.375000 Penalty: 4820.635742
	Iteration 16Q: 3 clusters Score -1333912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1333938.750000 Penalty: 4820.635742
	Iteration 17Q: 3 clusters Score -1333939 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1333963.375000 Penalty: 4820.635742
	Iteration 18Q: 3 clusters Score -1333963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1333975.125000 Penalty: 4820.635742
	Iteration 19Q: 3 clusters Score -1333975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1333984.375000 Penalty: 4820.635742
	Iteration 20F: 3 clusters Score -1333984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1333995.250000 Penalty: 4820.635742
	Iteration 21Q: 3 clusters Score -1333995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1334004.750000 Penalty: 4820.635742
	Iteration 22Q: 3 clusters Score -1334005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1334009.125000 Penalty: 4820.635742
	Iteration 23Q: 3 clusters Score -1334009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1334022.625000 Penalty: 4820.635742
	Iteration 24Q: 3 clusters Score -1334023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1334032.500000 Penalty: 4820.635742
	Iteration 25Q: 3 clusters Score -1334032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1334040.000000 Penalty: 4820.635742
	Iteration 26Q: 3 clusters Score -1334040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1334046.125000 Penalty: 4820.635742
	Iteration 27Q: 3 clusters Score -1334046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1334052.875000 Penalty: 4820.635742
	Iteration 28Q: 3 clusters Score -1334053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1334050.125000 Penalty: 4820.635742
	Iteration 29Q: 3 clusters Score -1334050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1334053.750000 Penalty: 4820.635742
	Iteration 30Q: 3 clusters Score -1334054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1334057.625000 Penalty: 4820.635742
	Iteration 31Q: 3 clusters Score -1334058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1334059.750000 Penalty: 4820.635742
	Iteration 32Q: 3 clusters Score -1334060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1334058.250000 Penalty: 4820.635742
	Iteration 33Q: 3 clusters Score -1334058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1334061.000000 Penalty: 4820.635742
	Iteration 34Q: 3 clusters Score -1334061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1334061.125000 Penalty: 4820.635742
	Iteration 35Q: 3 clusters Score -1334061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1334063.000000 Penalty: 4820.635742
	Iteration 36Q: 3 clusters Score -1334063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1334067.875000 Penalty: 4820.635742
	Iteration 37Q: 3 clusters Score -1334068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1334068.750000 Penalty: 4820.635742
	Iteration 38Q: 3 clusters Score -1334069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1334072.250000 Penalty: 4820.635742
	Iteration 39Q: 3 clusters Score -1334072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1334073.750000 Penalty: 4820.635742
	Iteration 40F: 3 clusters Score -1334074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1334074.500000 Penalty: 4820.635742
	Iteration 41Q: 3 clusters Score -1334074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1334073.250000 Penalty: 4820.635742
	Iteration 42Q: 3 clusters Score -1334073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1334073.625000 Penalty: 4820.635742
	Iteration 43Q: 3 clusters Score -1334074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1334073.625000 Penalty: 4820.635742
	Iteration 44F: 3 clusters Score -1334074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Entering Unmasked Estep 
Score: -151012.968750 Penalty: 1896.177246
	Iteration 0F: 2 clusters Score -151013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -148371.703125 Penalty: 3792.354492
	Iteration 0F: 3 clusters Score -148371.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -148818.390625 Penalty: 3792.354492
	Iteration 1F: 3 clusters Score -148818.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -148942.328125 Penalty: 3792.354492
	Iteration 2F: 3 clusters Score -148942.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -149000.406250 Penalty: 3792.354492
	Iteration 3Q: 3 clusters Score -149000.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -149027.812500 Penalty: 3792.354492
	Iteration 4Q: 3 clusters Score -149027.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -149051.156250 Penalty: 3792.354492
	Iteration 5Q: 3 clusters Score -149051.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -149066.937500 Penalty: 3792.354492
	Iteration 6Q: 3 clusters Score -149066.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -149077.718750 Penalty: 3792.354492
	Iteration 7Q: 3 clusters Score -149077.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -149086.656250 Penalty: 3792.354492
	Iteration 8Q: 3 clusters Score -149086.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -149094.640625 Penalty: 3792.354492
	Iteration 9Q: 3 clusters Score -149094.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -149107.875000 Penalty: 3792.354492
	Iteration 10Q: 3 clusters Score -149107.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -149121.609375 Penalty: 3792.354492
	Iteration 11Q: 3 clusters Score -149121.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -149131.625000 Penalty: 3792.354492
	Iteration 12Q: 3 clusters Score -149131.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -149143.328125 Penalty: 3792.354492
	Iteration 13Q: 3 clusters Score -149143.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -149159.890625 Penalty: 3792.354492
	Iteration 14Q: 3 clusters Score -149159.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -149177.500000 Penalty: 3792.354492
	Iteration 15Q: 3 clusters Score -149177.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -149189.546875 Penalty: 3792.354492
	Iteration 16Q: 3 clusters Score -149189.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -149207.484375 Penalty: 3792.354492
	Iteration 17Q: 3 clusters Score -149207.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -149226.890625 Penalty: 3792.354492
	Iteration 18Q: 3 clusters Score -149226.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -149250.015625 Penalty: 3792.354492
	Iteration 19Q: 3 clusters Score -149250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -149271.968750 Penalty: 3792.354492
	Iteration 20F: 3 clusters Score -149272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -149297.828125 Penalty: 3792.354492
	Iteration 21Q: 3 clusters Score -149297.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -149332.062500 Penalty: 3792.354492
	Iteration 22Q: 3 clusters Score -149332.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -149370.703125 Penalty: 3792.354492
	Iteration 23Q: 3 clusters Score -149370.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149409.156250 Penalty: 3792.354492
	Iteration 24Q: 3 clusters Score -149409.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -149447.703125 Penalty: 3792.354492
	Iteration 25Q: 3 clusters Score -149447.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -149483.656250 Penalty: 3792.354492
	Iteration 26Q: 3 clusters Score -149483.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -149522.250000 Penalty: 3792.354492
	Iteration 27Q: 3 clusters Score -149522.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -149561.593750 Penalty: 3792.354492
	Iteration 28Q: 3 clusters Score -149561.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -149587.843750 Penalty: 3792.354492
	Iteration 29Q: 3 clusters Score -149587.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -149608.156250 Penalty: 3792.354492
	Iteration 30Q: 3 clusters Score -149608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -149624.718750 Penalty: 3792.354492
	Iteration 31Q: 3 clusters Score -149624.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -149636.265625 Penalty: 3792.354492
	Iteration 32Q: 3 clusters Score -149636.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -149653.984375 Penalty: 3792.354492
	Iteration 33Q: 3 clusters Score -149654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -149666.171875 Penalty: 3792.354492
	Iteration 34Q: 3 clusters Score -149666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -149679.062500 Penalty: 3792.354492
	Iteration 35Q: 3 clusters Score -149679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -149687.421875 Penalty: 3792.354492
	Iteration 36Q: 3 clusters Score -149687.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149697.203125 Penalty: 3792.354492
	Iteration 37Q: 3 clusters Score -149697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -149705.406250 Penalty: 3792.354492
	Iteration 38Q: 3 clusters Score -149705.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -149718.515625 Penalty: 3792.354492
	Iteration 39Q: 3 clusters Score -149718.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -149730.328125 Penalty: 3792.354492
	Iteration 40F: 3 clusters Score -149730.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -149737.843750 Penalty: 3792.354492
	Iteration 41Q: 3 clusters Score -149737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -149742.015625 Penalty: 3792.354492
	Iteration 42Q: 3 clusters Score -149742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149744.828125 Penalty: 3792.354492
	Iteration 43Q: 3 clusters Score -149744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -149746.953125 Penalty: 3792.354492
	Iteration 44Q: 3 clusters Score -149747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -149748.921875 Penalty: 3792.354492
	Iteration 45Q: 3 clusters Score -149748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -149750.187500 Penalty: 3792.354492
	Iteration 46Q: 3 clusters Score -149750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -149751.078125 Penalty: 3792.354492
	Iteration 47Q: 3 clusters Score -149751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -149752.093750 Penalty: 3792.354492
	Iteration 48Q: 3 clusters Score -149752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149753.453125 Penalty: 3792.354492
	Iteration 49Q: 3 clusters Score -149753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -149754.375000 Penalty: 3792.354492
	Iteration 50Q: 3 clusters Score -149754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149755.734375 Penalty: 3792.354492
	Iteration 51Q: 3 clusters Score -149755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -149757.562500 Penalty: 3792.354492
	Iteration 52Q: 3 clusters Score -149757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -149758.593750 Penalty: 3792.354492
	Iteration 53Q: 3 clusters Score -149758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -149758.593750 Penalty: 3792.354492
	Iteration 54F: 3 clusters Score -149758.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Entering Unmasked Estep 
Score: -1395581.500000 Penalty: 2414.238281
	Iteration 0F: 2 clusters Score -1395582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1383543.625000 Penalty: 4828.476562
	Iteration 0F: 3 clusters Score -1383544 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1387425.500000 Penalty: 4828.476562
	Iteration 1F: 3 clusters Score -1387426 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1388048.125000 Penalty: 4828.476562
	Iteration 2F: 3 clusters Score -1388048 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1388724.500000 Penalty: 4828.476562
	Iteration 3F: 3 clusters Score -1388724 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1389395.875000 Penalty: 4828.476562
	Iteration 4F: 3 clusters Score -1389396 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1390111.125000 Penalty: 4828.476562
	Iteration 5F: 3 clusters Score -1390111 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1390710.250000 Penalty: 4828.476562
	Iteration 6F: 3 clusters Score -1390710 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1391224.500000 Penalty: 4828.476562
	Iteration 7F: 3 clusters Score -1391224 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1391656.875000 Penalty: 4828.476562
	Iteration 8Q: 3 clusters Score -1391657 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1392018.375000 Penalty: 4828.476562
	Iteration 9Q: 3 clusters Score -1392018 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1392354.125000 Penalty: 4828.476562
	Iteration 10Q: 3 clusters Score -1392354 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1392632.875000 Penalty: 4828.476562
	Iteration 11Q: 3 clusters Score -1392633 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1392853.250000 Penalty: 4828.476562
	Iteration 12Q: 3 clusters Score -1392853 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1393040.125000 Penalty: 4828.476562
	Iteration 13Q: 3 clusters Score -1393040 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1393209.625000 Penalty: 4828.476562
	Iteration 14Q: 3 clusters Score -1393210 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1393359.500000 Penalty: 4828.476562
	Iteration 15Q: 3 clusters Score -1393360 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1393481.500000 Penalty: 4828.476562
	Iteration 16Q: 3 clusters Score -1393482 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1393581.500000 Penalty: 4828.476562
	Iteration 17Q: 3 clusters Score -1393582 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1393658.000000 Penalty: 4828.476562
	Iteration 18Q: 3 clusters Score -1393658 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1393724.875000 Penalty: 4828.476562
	Iteration 19Q: 3 clusters Score -1393725 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1393780.375000 Penalty: 4828.476562
	Iteration 20F: 3 clusters Score -1393780 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1393826.750000 Penalty: 4828.476562
	Iteration 21Q: 3 clusters Score -1393827 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1393862.000000 Penalty: 4828.476562
	Iteration 22Q: 3 clusters Score -1393862 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1393896.875000 Penalty: 4828.476562
	Iteration 23Q: 3 clusters Score -1393897 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1393932.875000 Penalty: 4828.476562
	Iteration 24Q: 3 clusters Score -1393933 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1393957.500000 Penalty: 4828.476562
	Iteration 25Q: 3 clusters Score -1393958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1393985.625000 Penalty: 4828.476562
	Iteration 26Q: 3 clusters Score -1393986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1394008.000000 Penalty: 4828.476562
	Iteration 27Q: 3 clusters Score -1394008 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1394031.125000 Penalty: 4828.476562
	Iteration 28Q: 3 clusters Score -1394031 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1394042.250000 Penalty: 4828.476562
	Iteration 29Q: 3 clusters Score -1394042 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1394060.500000 Penalty: 4828.476562
	Iteration 30Q: 3 clusters Score -1394060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1394076.750000 Penalty: 4828.476562
	Iteration 31Q: 3 clusters Score -1394077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1394092.500000 Penalty: 4828.476562
	Iteration 32Q: 3 clusters Score -1394092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1394100.500000 Penalty: 4828.476562
	Iteration 33Q: 3 clusters Score -1394100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1394113.125000 Penalty: 4828.476562
	Iteration 34Q: 3 clusters Score -1394113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1394122.500000 Penalty: 4828.476562
	Iteration 35Q: 3 clusters Score -1394122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1394133.875000 Penalty: 4828.476562
	Iteration 36Q: 3 clusters Score -1394134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1394141.625000 Penalty: 4828.476562
	Iteration 37Q: 3 clusters Score -1394142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1394152.375000 Penalty: 4828.476562
	Iteration 38Q: 3 clusters Score -1394152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1394163.875000 Penalty: 4828.476562
	Iteration 39Q: 3 clusters Score -1394164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1394180.875000 Penalty: 4828.476562
	Iteration 40F: 3 clusters Score -1394181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1394196.500000 Penalty: 4828.476562
	Iteration 41Q: 3 clusters Score -1394196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1394204.125000 Penalty: 4828.476562
	Iteration 42Q: 3 clusters Score -1394204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1394210.875000 Penalty: 4828.476562
	Iteration 43Q: 3 clusters Score -1394211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1394223.500000 Penalty: 4828.476562
	Iteration 44Q: 3 clusters Score -1394224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1394228.750000 Penalty: 4828.476562
	Iteration 45Q: 3 clusters Score -1394229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1394237.125000 Penalty: 4828.476562
	Iteration 46Q: 3 clusters Score -1394237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1394245.000000 Penalty: 4828.476562
	Iteration 47Q: 3 clusters Score -1394245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1394252.000000 Penalty: 4828.476562
	Iteration 48Q: 3 clusters Score -1394252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1394248.000000 Penalty: 4828.476562
	Iteration 49Q: 3 clusters Score -1394248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1394257.875000 Penalty: 4828.476562
	Iteration 50Q: 3 clusters Score -1394258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1394259.250000 Penalty: 4828.476562
	Iteration 51Q: 3 clusters Score -1394259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1394258.250000 Penalty: 4828.476562
	Iteration 52Q: 3 clusters Score -1394258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1394260.250000 Penalty: 4828.476562
	Iteration 53Q: 3 clusters Score -1394260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1394266.875000 Penalty: 4828.476562
	Iteration 54Q: 3 clusters Score -1394267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1394266.500000 Penalty: 4828.476562
	Iteration 55Q: 3 clusters Score -1394266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1394265.875000 Penalty: 4828.476562
	Iteration 56Q: 3 clusters Score -1394266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1394268.375000 Penalty: 4828.476562
	Iteration 57Q: 3 clusters Score -1394268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1394270.875000 Penalty: 4828.476562
	Iteration 58Q: 3 clusters Score -1394271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1394265.750000 Penalty: 4828.476562
	Iteration 59Q: 3 clusters Score -1394266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1394263.250000 Penalty: 4828.476562
	Iteration 60F: 3 clusters Score -1394263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1394270.250000 Penalty: 4828.476562
	Iteration 61Q: 3 clusters Score -1394270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1394276.250000 Penalty: 4828.476562
	Iteration 62Q: 3 clusters Score -1394276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1394272.500000 Penalty: 4828.476562
	Iteration 63Q: 3 clusters Score -1394272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1394272.125000 Penalty: 4828.476562
	Iteration 64Q: 3 clusters Score -1394272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1394275.750000 Penalty: 4828.476562
	Iteration 65Q: 3 clusters Score -1394276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1394277.000000 Penalty: 4828.476562
	Iteration 66Q: 3 clusters Score -1394277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1394280.250000 Penalty: 4828.476562
	Iteration 67Q: 3 clusters Score -1394280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1394280.500000 Penalty: 4828.476562
	Iteration 68Q: 3 clusters Score -1394280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1394279.000000 Penalty: 4828.476562
	Iteration 69Q: 3 clusters Score -1394279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1394278.250000 Penalty: 4828.476562
	Iteration 70Q: 3 clusters Score -1394278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1394275.750000 Penalty: 4828.476562
	Iteration 71Q: 3 clusters Score -1394276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1394281.125000 Penalty: 4828.476562
	Iteration 72Q: 3 clusters Score -1394281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1394281.250000 Penalty: 4828.476562
	Iteration 73Q: 3 clusters Score -1394281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1394282.875000 Penalty: 4828.476562
	Iteration 74Q: 3 clusters Score -1394283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1394283.875000 Penalty: 4828.476562
	Iteration 75Q: 3 clusters Score -1394284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1394283.625000 Penalty: 4828.476562
	Iteration 76Q: 3 clusters Score -1394284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1394283.375000 Penalty: 4828.476562
	Iteration 77Q: 3 clusters Score -1394283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1394283.000000 Penalty: 4828.476562
	Iteration 78Q: 3 clusters Score -1394283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1394289.000000 Penalty: 4828.476562
	Iteration 79Q: 3 clusters Score -1394289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1394288.250000 Penalty: 4828.476562
	Iteration 80F: 3 clusters Score -1394288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1394289.500000 Penalty: 4828.476562
	Iteration 81Q: 3 clusters Score -1394290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1394291.875000 Penalty: 4828.476562
	Iteration 82Q: 3 clusters Score -1394292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1394294.750000 Penalty: 4828.476562
	Iteration 83Q: 3 clusters Score -1394295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1394296.000000 Penalty: 4828.476562
	Iteration 84Q: 3 clusters Score -1394296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1394296.375000 Penalty: 4828.476562
	Iteration 85Q: 3 clusters Score -1394296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1394295.875000 Penalty: 4828.476562
	Iteration 86Q: 3 clusters Score -1394296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1394295.875000 Penalty: 4828.476562
	Iteration 87F: 3 clusters Score -1394296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Entering Unmasked Estep 
Score: -3468411.500000 Penalty: 2629.898438
	Iteration 0F: 2 clusters Score -3468412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3441049.000000 Penalty: 5259.796875
	Iteration 0F: 3 clusters Score -3441049 nChanged 18440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3451303.500000 Penalty: 5259.796875
	Iteration 1F: 3 clusters Score -3451304 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3451996.000000 Penalty: 5259.796875
	Iteration 2Q: 3 clusters Score -3451996 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3452753.250000 Penalty: 5259.796875
	Iteration 3Q: 3 clusters Score -3452753 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3453578.750000 Penalty: 5259.796875
	Iteration 4Q: 3 clusters Score -3453579 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3454596.500000 Penalty: 5259.796875
	Iteration 5Q: 3 clusters Score -3454596 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3455654.500000 Penalty: 5259.796875
	Iteration 6F: 3 clusters Score -3455654 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3456743.750000 Penalty: 5259.796875
	Iteration 7Q: 3 clusters Score -3456744 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3457920.500000 Penalty: 5259.796875
	Iteration 8F: 3 clusters Score -3457920 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3459066.500000 Penalty: 5259.796875
	Iteration 9Q: 3 clusters Score -3459066 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3460168.250000 Penalty: 5259.796875
	Iteration 10Q: 3 clusters Score -3460168 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3461168.500000 Penalty: 5259.796875
	Iteration 11Q: 3 clusters Score -3461168 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3461991.250000 Penalty: 5259.796875
	Iteration 12Q: 3 clusters Score -3461991 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3462580.000000 Penalty: 5259.796875
	Iteration 13Q: 3 clusters Score -3462580 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3462987.000000 Penalty: 5259.796875
	Iteration 14Q: 3 clusters Score -3462987 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3463300.000000 Penalty: 5259.796875
	Iteration 15Q: 3 clusters Score -3463300 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3463566.750000 Penalty: 5259.796875
	Iteration 16Q: 3 clusters Score -3463567 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3463820.500000 Penalty: 5259.796875
	Iteration 17Q: 3 clusters Score -3463820 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3464034.250000 Penalty: 5259.796875
	Iteration 18Q: 3 clusters Score -3464034 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3464216.500000 Penalty: 5259.796875
	Iteration 19Q: 3 clusters Score -3464216 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3464351.250000 Penalty: 5259.796875
	Iteration 20F: 3 clusters Score -3464351 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3464452.250000 Penalty: 5259.796875
	Iteration 21Q: 3 clusters Score -3464452 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3464562.750000 Penalty: 5259.796875
	Iteration 22Q: 3 clusters Score -3464563 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3464626.250000 Penalty: 5259.796875
	Iteration 23Q: 3 clusters Score -3464626 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3464692.750000 Penalty: 5259.796875
	Iteration 24Q: 3 clusters Score -3464693 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3464724.500000 Penalty: 5259.796875
	Iteration 25Q: 3 clusters Score -3464724 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3464744.250000 Penalty: 5259.796875
	Iteration 26Q: 3 clusters Score -3464744 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3464788.000000 Penalty: 5259.796875
	Iteration 27Q: 3 clusters Score -3464788 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3464797.500000 Penalty: 5259.796875
	Iteration 28Q: 3 clusters Score -3464798 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3464819.250000 Penalty: 5259.796875
	Iteration 29Q: 3 clusters Score -3464819 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3464842.000000 Penalty: 5259.796875
	Iteration 30Q: 3 clusters Score -3464842 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3464852.250000 Penalty: 5259.796875
	Iteration 31Q: 3 clusters Score -3464852 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3464857.500000 Penalty: 5259.796875
	Iteration 32Q: 3 clusters Score -3464858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3464868.250000 Penalty: 5259.796875
	Iteration 33Q: 3 clusters Score -3464868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3464882.000000 Penalty: 5259.796875
	Iteration 34Q: 3 clusters Score -3464882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3464891.500000 Penalty: 5259.796875
	Iteration 35Q: 3 clusters Score -3464892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3464893.000000 Penalty: 5259.796875
	Iteration 36Q: 3 clusters Score -3464893 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3464900.000000 Penalty: 5259.796875
	Iteration 37Q: 3 clusters Score -3464900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3464909.750000 Penalty: 5259.796875
	Iteration 38Q: 3 clusters Score -3464910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3464900.750000 Penalty: 5259.796875
	Iteration 39Q: 3 clusters Score -3464901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3464920.250000 Penalty: 5259.796875
	Iteration 40F: 3 clusters Score -3464920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3464932.250000 Penalty: 5259.796875
	Iteration 41Q: 3 clusters Score -3464932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3464942.250000 Penalty: 5259.796875
	Iteration 42Q: 3 clusters Score -3464942 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3464946.750000 Penalty: 5259.796875
	Iteration 43Q: 3 clusters Score -3464947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3464953.750000 Penalty: 5259.796875
	Iteration 44Q: 3 clusters Score -3464954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3464951.500000 Penalty: 5259.796875
	Iteration 45Q: 3 clusters Score -3464952 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3464966.750000 Penalty: 5259.796875
	Iteration 46Q: 3 clusters Score -3464967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3464979.250000 Penalty: 5259.796875
	Iteration 47Q: 3 clusters Score -3464979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3464982.750000 Penalty: 5259.796875
	Iteration 48Q: 3 clusters Score -3464983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3464985.000000 Penalty: 5259.796875
	Iteration 49Q: 3 clusters Score -3464985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3464991.000000 Penalty: 5259.796875
	Iteration 50Q: 3 clusters Score -3464991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3464993.500000 Penalty: 5259.796875
	Iteration 51Q: 3 clusters Score -3464994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3464996.500000 Penalty: 5259.796875
	Iteration 52Q: 3 clusters Score -3464996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3464991.250000 Penalty: 5259.796875
	Iteration 53Q: 3 clusters Score -3464991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3464998.750000 Penalty: 5259.796875
	Iteration 54Q: 3 clusters Score -3464999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3464996.500000 Penalty: 5259.796875
	Iteration 55Q: 3 clusters Score -3464996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3465001.500000 Penalty: 5259.796875
	Iteration 56Q: 3 clusters Score -3465002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3464995.250000 Penalty: 5259.796875
	Iteration 57Q: 3 clusters Score -3464995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3464998.500000 Penalty: 5259.796875
	Iteration 58Q: 3 clusters Score -3464998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3465002.750000 Penalty: 5259.796875
	Iteration 59Q: 3 clusters Score -3465003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3464997.500000 Penalty: 5259.796875
	Iteration 60F: 3 clusters Score -3464998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3464997.750000 Penalty: 5259.796875
	Iteration 61Q: 3 clusters Score -3464998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3465003.750000 Penalty: 5259.796875
	Iteration 62Q: 3 clusters Score -3465004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3465001.000000 Penalty: 5259.796875
	Iteration 63Q: 3 clusters Score -3465001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3464998.250000 Penalty: 5259.796875
	Iteration 64Q: 3 clusters Score -3464998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3465000.000000 Penalty: 5259.796875
	Iteration 65Q: 3 clusters Score -3465000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3465008.250000 Penalty: 5259.796875
	Iteration 66Q: 3 clusters Score -3465008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3465006.750000 Penalty: 5259.796875
	Iteration 67Q: 3 clusters Score -3465007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3465000.000000 Penalty: 5259.796875
	Iteration 68Q: 3 clusters Score -3465000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3465002.750000 Penalty: 5259.796875
	Iteration 69Q: 3 clusters Score -3465003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3465009.500000 Penalty: 5259.796875
	Iteration 70Q: 3 clusters Score -3465010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3465014.000000 Penalty: 5259.796875
	Iteration 71Q: 3 clusters Score -3465014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3465014.750000 Penalty: 5259.796875
	Iteration 72Q: 3 clusters Score -3465015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3465015.750000 Penalty: 5259.796875
	Iteration 73Q: 3 clusters Score -3465016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3465015.250000 Penalty: 5259.796875
	Iteration 74Q: 3 clusters Score -3465015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3465014.750000 Penalty: 5259.796875
	Iteration 75Q: 3 clusters Score -3465015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3465015.000000 Penalty: 5259.796875
	Iteration 76Q: 3 clusters Score -3465015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3465018.000000 Penalty: 5259.796875
	Iteration 77Q: 3 clusters Score -3465018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3465017.500000 Penalty: 5259.796875
	Iteration 78Q: 3 clusters Score -3465018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3465025.000000 Penalty: 5259.796875
	Iteration 79Q: 3 clusters Score -3465025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3465028.250000 Penalty: 5259.796875
	Iteration 80F: 3 clusters Score -3465028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3465031.750000 Penalty: 5259.796875
	Iteration 81Q: 3 clusters Score -3465032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3465033.500000 Penalty: 5259.796875
	Iteration 82Q: 3 clusters Score -3465034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3465027.500000 Penalty: 5259.796875
	Iteration 83Q: 3 clusters Score -3465028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3465025.750000 Penalty: 5259.796875
	Iteration 84Q: 3 clusters Score -3465026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3465019.750000 Penalty: 5259.796875
	Iteration 85Q: 3 clusters Score -3465020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3465018.750000 Penalty: 5259.796875
	Iteration 86Q: 3 clusters Score -3465019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3465017.750000 Penalty: 5259.796875
	Iteration 87Q: 3 clusters Score -3465018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3465020.500000 Penalty: 5259.796875
	Iteration 88Q: 3 clusters Score -3465020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3465014.500000 Penalty: 5259.796875
	Iteration 89Q: 3 clusters Score -3465014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3465009.250000 Penalty: 5259.796875
	Iteration 90Q: 3 clusters Score -3465009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3465012.750000 Penalty: 5259.796875
	Iteration 91Q: 3 clusters Score -3465013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3465009.500000 Penalty: 5259.796875
	Iteration 92Q: 3 clusters Score -3465010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3465005.000000 Penalty: 5259.796875
	Iteration 93Q: 3 clusters Score -3465005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3464995.750000 Penalty: 5259.796875
	Iteration 94Q: 3 clusters Score -3464996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3464999.250000 Penalty: 5259.796875
	Iteration 95Q: 3 clusters Score -3464999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3465000.500000 Penalty: 5259.796875
	Iteration 96Q: 3 clusters Score -3465000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3465008.500000 Penalty: 5259.796875
	Iteration 97Q: 3 clusters Score -3465008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3465013.500000 Penalty: 5259.796875
	Iteration 98Q: 3 clusters Score -3465014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3465011.000000 Penalty: 5259.796875
	Iteration 99Q: 3 clusters Score -3465011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3465013.500000 Penalty: 5259.796875
	Iteration 100F: 3 clusters Score -3465014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3465012.250000 Penalty: 5259.796875
	Iteration 101Q: 3 clusters Score -3465012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3465011.250000 Penalty: 5259.796875
	Iteration 102Q: 3 clusters Score -3465011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3465009.500000 Penalty: 5259.796875
	Iteration 103Q: 3 clusters Score -3465010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3465010.500000 Penalty: 5259.796875
	Iteration 104Q: 3 clusters Score -3465010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3465004.500000 Penalty: 5259.796875
	Iteration 105Q: 3 clusters Score -3465004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3465010.000000 Penalty: 5259.796875
	Iteration 106Q: 3 clusters Score -3465010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3465006.750000 Penalty: 5259.796875
	Iteration 107Q: 3 clusters Score -3465007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3465005.750000 Penalty: 5259.796875
	Iteration 108Q: 3 clusters Score -3465006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3465011.250000 Penalty: 5259.796875
	Iteration 109Q: 3 clusters Score -3465011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3465011.250000 Penalty: 5259.796875
	Iteration 110F: 3 clusters Score -3465011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -886813.437500 Penalty: 2286.509277
	Iteration 0F: 2 clusters Score -886813.4 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 5034 members 
Entering Unmasked Estep 
Score: -879030.062500 Penalty: 4573.018555
	Iteration 0F: 3 clusters Score -879030.1 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -881344.750000 Penalty: 4573.018555
	Iteration 1F: 3 clusters Score -881344.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -881667.562500 Penalty: 4573.018555
	Iteration 2F: 3 clusters Score -881667.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -881908.187500 Penalty: 4573.018555
	Iteration 3F: 3 clusters Score -881908.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -882106.437500 Penalty: 4573.018555
	Iteration 4Q: 3 clusters Score -882106.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -882275.062500 Penalty: 4573.018555
	Iteration 5Q: 3 clusters Score -882275.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -882405.187500 Penalty: 4573.018555
	Iteration 6Q: 3 clusters Score -882405.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -882514.062500 Penalty: 4573.018555
	Iteration 7Q: 3 clusters Score -882514.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -882623.062500 Penalty: 4573.018555
	Iteration 8Q: 3 clusters Score -882623.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -882755.875000 Penalty: 4573.018555
	Iteration 9Q: 3 clusters Score -882755.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -882896.687500 Penalty: 4573.018555
	Iteration 10Q: 3 clusters Score -882896.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -883029.500000 Penalty: 4573.018555
	Iteration 11Q: 3 clusters Score -883029.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -883158.000000 Penalty: 4573.018555
	Iteration 12Q: 3 clusters Score -883158 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -883298.437500 Penalty: 4573.018555
	Iteration 13Q: 3 clusters Score -883298.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -883437.187500 Penalty: 4573.018555
	Iteration 14Q: 3 clusters Score -883437.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -883565.000000 Penalty: 4573.018555
	Iteration 15Q: 3 clusters Score -883565 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -883704.062500 Penalty: 4573.018555
	Iteration 16Q: 3 clusters Score -883704.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -883842.062500 Penalty: 4573.018555
	Iteration 17Q: 3 clusters Score -883842.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -883977.875000 Penalty: 4573.018555
	Iteration 18Q: 3 clusters Score -883977.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -884108.500000 Penalty: 4573.018555
	Iteration 19Q: 3 clusters Score -884108.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -884244.937500 Penalty: 4573.018555
	Iteration 20F: 3 clusters Score -884244.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -884363.562500 Penalty: 4573.018555
	Iteration 21Q: 3 clusters Score -884363.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -884465.812500 Penalty: 4573.018555
	Iteration 22Q: 3 clusters Score -884465.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -884535.562500 Penalty: 4573.018555
	Iteration 23Q: 3 clusters Score -884535.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -884579.562500 Penalty: 4573.018555
	Iteration 24Q: 3 clusters Score -884579.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -884609.875000 Penalty: 4573.018555
	Iteration 25Q: 3 clusters Score -884609.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -884642.125000 Penalty: 4573.018555
	Iteration 26Q: 3 clusters Score -884642.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -884671.937500 Penalty: 4573.018555
	Iteration 27Q: 3 clusters Score -884671.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -884699.875000 Penalty: 4573.018555
	Iteration 28Q: 3 clusters Score -884699.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -884720.125000 Penalty: 4573.018555
	Iteration 29Q: 3 clusters Score -884720.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -884742.187500 Penalty: 4573.018555
	Iteration 30Q: 3 clusters Score -884742.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -884756.562500 Penalty: 4573.018555
	Iteration 31Q: 3 clusters Score -884756.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -884777.000000 Penalty: 4573.018555
	Iteration 32Q: 3 clusters Score -884777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -884790.687500 Penalty: 4573.018555
	Iteration 33Q: 3 clusters Score -884790.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -884811.250000 Penalty: 4573.018555
	Iteration 34Q: 3 clusters Score -884811.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -884829.625000 Penalty: 4573.018555
	Iteration 35Q: 3 clusters Score -884829.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -884834.875000 Penalty: 4573.018555
	Iteration 36Q: 3 clusters Score -884834.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -884840.875000 Penalty: 4573.018555
	Iteration 37Q: 3 clusters Score -884840.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -884847.625000 Penalty: 4573.018555
	Iteration 38Q: 3 clusters Score -884847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -884848.687500 Penalty: 4573.018555
	Iteration 39Q: 3 clusters Score -884848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -884853.375000 Penalty: 4573.018555
	Iteration 40F: 3 clusters Score -884853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -884854.625000 Penalty: 4573.018555
	Iteration 41Q: 3 clusters Score -884854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -884863.062500 Penalty: 4573.018555
	Iteration 42Q: 3 clusters Score -884863.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -884868.250000 Penalty: 4573.018555
	Iteration 43Q: 3 clusters Score -884868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -884873.875000 Penalty: 4573.018555
	Iteration 44Q: 3 clusters Score -884873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -884873.875000 Penalty: 4573.018555
	Iteration 45Q: 3 clusters Score -884873.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -884880.250000 Penalty: 4573.018555
	Iteration 46Q: 3 clusters Score -884880.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -884885.062500 Penalty: 4573.018555
	Iteration 47Q: 3 clusters Score -884885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -884887.375000 Penalty: 4573.018555
	Iteration 48Q: 3 clusters Score -884887.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -884890.437500 Penalty: 4573.018555
	Iteration 49Q: 3 clusters Score -884890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -884890.562500 Penalty: 4573.018555
	Iteration 50Q: 3 clusters Score -884890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -884890.562500 Penalty: 4573.018555
	Iteration 51F: 3 clusters Score -884890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Entering Unmasked Estep 
Score: -408918.312500 Penalty: 2094.586182
	Iteration 0F: 2 clusters Score -408918.3 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 2392 members 
Entering Unmasked Estep 
Score: -404640.625000 Penalty: 4189.172363
	Iteration 0F: 3 clusters Score -404640.6 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -405587.687500 Penalty: 4189.172363
	Iteration 1F: 3 clusters Score -405587.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -405799.281250 Penalty: 4189.172363
	Iteration 2F: 3 clusters Score -405799.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -405910.968750 Penalty: 4189.172363
	Iteration 3Q: 3 clusters Score -405911 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -405987.250000 Penalty: 4189.172363
	Iteration 4Q: 3 clusters Score -405987.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -406044.312500 Penalty: 4189.172363
	Iteration 5Q: 3 clusters Score -406044.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -406099.031250 Penalty: 4189.172363
	Iteration 6Q: 3 clusters Score -406099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -406144.718750 Penalty: 4189.172363
	Iteration 7Q: 3 clusters Score -406144.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -406187.656250 Penalty: 4189.172363
	Iteration 8Q: 3 clusters Score -406187.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -406219.812500 Penalty: 4189.172363
	Iteration 9Q: 3 clusters Score -406219.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -406245.843750 Penalty: 4189.172363
	Iteration 10Q: 3 clusters Score -406245.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -406272.156250 Penalty: 4189.172363
	Iteration 11Q: 3 clusters Score -406272.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -406292.625000 Penalty: 4189.172363
	Iteration 12Q: 3 clusters Score -406292.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -406316.187500 Penalty: 4189.172363
	Iteration 13Q: 3 clusters Score -406316.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -406345.906250 Penalty: 4189.172363
	Iteration 14Q: 3 clusters Score -406345.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -406380.500000 Penalty: 4189.172363
	Iteration 15Q: 3 clusters Score -406380.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -406418.156250 Penalty: 4189.172363
	Iteration 16Q: 3 clusters Score -406418.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -406459.875000 Penalty: 4189.172363
	Iteration 17Q: 3 clusters Score -406459.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -406511.718750 Penalty: 4189.172363
	Iteration 18Q: 3 clusters Score -406511.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -406557.000000 Penalty: 4189.172363
	Iteration 19Q: 3 clusters Score -406557 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -406592.000000 Penalty: 4189.172363
	Iteration 20F: 3 clusters Score -406592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -406640.406250 Penalty: 4189.172363
	Iteration 21Q: 3 clusters Score -406640.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -406692.781250 Penalty: 4189.172363
	Iteration 22Q: 3 clusters Score -406692.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -406747.281250 Penalty: 4189.172363
	Iteration 23Q: 3 clusters Score -406747.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -406801.000000 Penalty: 4189.172363
	Iteration 24Q: 3 clusters Score -406801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -406845.593750 Penalty: 4189.172363
	Iteration 25Q: 3 clusters Score -406845.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -406893.312500 Penalty: 4189.172363
	Iteration 26Q: 3 clusters Score -406893.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -406934.281250 Penalty: 4189.172363
	Iteration 27Q: 3 clusters Score -406934.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -406956.687500 Penalty: 4189.172363
	Iteration 28Q: 3 clusters Score -406956.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -406966.531250 Penalty: 4189.172363
	Iteration 29Q: 3 clusters Score -406966.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -406983.437500 Penalty: 4189.172363
	Iteration 30Q: 3 clusters Score -406983.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -406991.875000 Penalty: 4189.172363
	Iteration 31Q: 3 clusters Score -406991.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -406999.093750 Penalty: 4189.172363
	Iteration 32Q: 3 clusters Score -406999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -407006.625000 Penalty: 4189.172363
	Iteration 33Q: 3 clusters Score -407006.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -407013.281250 Penalty: 4189.172363
	Iteration 34Q: 3 clusters Score -407013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -407016.031250 Penalty: 4189.172363
	Iteration 35Q: 3 clusters Score -407016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -407020.375000 Penalty: 4189.172363
	Iteration 36Q: 3 clusters Score -407020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -407021.500000 Penalty: 4189.172363
	Iteration 37Q: 3 clusters Score -407021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -407026.062500 Penalty: 4189.172363
	Iteration 38Q: 3 clusters Score -407026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -407027.312500 Penalty: 4189.172363
	Iteration 39Q: 3 clusters Score -407027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -407027.281250 Penalty: 4189.172363
	Iteration 40F: 3 clusters Score -407027.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Entering Unmasked Estep 
Score: -294892.875000 Penalty: 2031.620117
	Iteration 0F: 2 clusters Score -294892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -291267.625000 Penalty: 4063.240234
	Iteration 0F: 3 clusters Score -291267.6 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -292097.000000 Penalty: 4063.240234
	Iteration 1F: 3 clusters Score -292097 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -292270.750000 Penalty: 4063.240234
	Iteration 2F: 3 clusters Score -292270.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -292369.031250 Penalty: 4063.240234
	Iteration 3Q: 3 clusters Score -292369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -292426.843750 Penalty: 4063.240234
	Iteration 4Q: 3 clusters Score -292426.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -292483.937500 Penalty: 4063.240234
	Iteration 5Q: 3 clusters Score -292483.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -292519.281250 Penalty: 4063.240234
	Iteration 6Q: 3 clusters Score -292519.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -292538.500000 Penalty: 4063.240234
	Iteration 7Q: 3 clusters Score -292538.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -292553.062500 Penalty: 4063.240234
	Iteration 8Q: 3 clusters Score -292553.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -292566.468750 Penalty: 4063.240234
	Iteration 9Q: 3 clusters Score -292566.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -292578.812500 Penalty: 4063.240234
	Iteration 10Q: 3 clusters Score -292578.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -292591.218750 Penalty: 4063.240234
	Iteration 11Q: 3 clusters Score -292591.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -292602.718750 Penalty: 4063.240234
	Iteration 12Q: 3 clusters Score -292602.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -292616.812500 Penalty: 4063.240234
	Iteration 13Q: 3 clusters Score -292616.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -292634.906250 Penalty: 4063.240234
	Iteration 14Q: 3 clusters Score -292634.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -292657.343750 Penalty: 4063.240234
	Iteration 15Q: 3 clusters Score -292657.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -292676.343750 Penalty: 4063.240234
	Iteration 16Q: 3 clusters Score -292676.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -292695.468750 Penalty: 4063.240234
	Iteration 17Q: 3 clusters Score -292695.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -292708.437500 Penalty: 4063.240234
	Iteration 18Q: 3 clusters Score -292708.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -292717.968750 Penalty: 4063.240234
	Iteration 19Q: 3 clusters Score -292718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -292730.093750 Penalty: 4063.240234
	Iteration 20F: 3 clusters Score -292730.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -292740.000000 Penalty: 4063.240234
	Iteration 21Q: 3 clusters Score -292740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -292748.062500 Penalty: 4063.240234
	Iteration 22Q: 3 clusters Score -292748.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -292754.656250 Penalty: 4063.240234
	Iteration 23Q: 3 clusters Score -292754.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -292761.781250 Penalty: 4063.240234
	Iteration 24Q: 3 clusters Score -292761.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -292766.500000 Penalty: 4063.240234
	Iteration 25Q: 3 clusters Score -292766.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -292771.093750 Penalty: 4063.240234
	Iteration 26Q: 3 clusters Score -292771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -292776.156250 Penalty: 4063.240234
	Iteration 27Q: 3 clusters Score -292776.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -292784.187500 Penalty: 4063.240234
	Iteration 28Q: 3 clusters Score -292784.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -292791.500000 Penalty: 4063.240234
	Iteration 29Q: 3 clusters Score -292791.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -292797.500000 Penalty: 4063.240234
	Iteration 30Q: 3 clusters Score -292797.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -292803.250000 Penalty: 4063.240234
	Iteration 31Q: 3 clusters Score -292803.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -292808.437500 Penalty: 4063.240234
	Iteration 32Q: 3 clusters Score -292808.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -292814.843750 Penalty: 4063.240234
	Iteration 33Q: 3 clusters Score -292814.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -292823.406250 Penalty: 4063.240234
	Iteration 34Q: 3 clusters Score -292823.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -292831.843750 Penalty: 4063.240234
	Iteration 35Q: 3 clusters Score -292831.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -292840.437500 Penalty: 4063.240234
	Iteration 36Q: 3 clusters Score -292840.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -292846.812500 Penalty: 4063.240234
	Iteration 37Q: 3 clusters Score -292846.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -292852.000000 Penalty: 4063.240234
	Iteration 38Q: 3 clusters Score -292852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -292858.000000 Penalty: 4063.240234
	Iteration 39Q: 3 clusters Score -292858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -292868.843750 Penalty: 4063.240234
	Iteration 40F: 3 clusters Score -292868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -292881.031250 Penalty: 4063.240234
	Iteration 41Q: 3 clusters Score -292881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -292901.250000 Penalty: 4063.240234
	Iteration 42Q: 3 clusters Score -292901.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -292918.000000 Penalty: 4063.240234
	Iteration 43Q: 3 clusters Score -292918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -292937.531250 Penalty: 4063.240234
	Iteration 44Q: 3 clusters Score -292937.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -292952.000000 Penalty: 4063.240234
	Iteration 45Q: 3 clusters Score -292952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -292962.093750 Penalty: 4063.240234
	Iteration 46Q: 3 clusters Score -292962.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -292971.593750 Penalty: 4063.240234
	Iteration 47Q: 3 clusters Score -292971.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -292980.906250 Penalty: 4063.240234
	Iteration 48Q: 3 clusters Score -292980.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -292991.750000 Penalty: 4063.240234
	Iteration 49Q: 3 clusters Score -292991.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -293002.531250 Penalty: 4063.240234
	Iteration 50Q: 3 clusters Score -293002.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -293012.937500 Penalty: 4063.240234
	Iteration 51Q: 3 clusters Score -293012.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -293023.968750 Penalty: 4063.240234
	Iteration 52Q: 3 clusters Score -293024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -293034.562500 Penalty: 4063.240234
	Iteration 53Q: 3 clusters Score -293034.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -293046.531250 Penalty: 4063.240234
	Iteration 54Q: 3 clusters Score -293046.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -293061.937500 Penalty: 4063.240234
	Iteration 55Q: 3 clusters Score -293061.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -293075.156250 Penalty: 4063.240234
	Iteration 56Q: 3 clusters Score -293075.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -293091.906250 Penalty: 4063.240234
	Iteration 57Q: 3 clusters Score -293091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -293100.875000 Penalty: 4063.240234
	Iteration 58Q: 3 clusters Score -293100.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -293109.437500 Penalty: 4063.240234
	Iteration 59Q: 3 clusters Score -293109.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -293116.281250 Penalty: 4063.240234
	Iteration 60F: 3 clusters Score -293116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -293121.375000 Penalty: 4063.240234
	Iteration 61Q: 3 clusters Score -293121.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -293124.968750 Penalty: 4063.240234
	Iteration 62Q: 3 clusters Score -293125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -293127.437500 Penalty: 4063.240234
	Iteration 63Q: 3 clusters Score -293127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -293132.812500 Penalty: 4063.240234
	Iteration 64Q: 3 clusters Score -293132.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -293141.718750 Penalty: 4063.240234
	Iteration 65Q: 3 clusters Score -293141.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -293150.250000 Penalty: 4063.240234
	Iteration 66Q: 3 clusters Score -293150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -293155.437500 Penalty: 4063.240234
	Iteration 67Q: 3 clusters Score -293155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -293156.625000 Penalty: 4063.240234
	Iteration 68Q: 3 clusters Score -293156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -293156.906250 Penalty: 4063.240234
	Iteration 69Q: 3 clusters Score -293156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -293156.906250 Penalty: 4063.240234
	Iteration 70F: 3 clusters Score -293156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Entering Unmasked Estep 
Score: -2576341.750000 Penalty: 2556.603516
	Iteration 0F: 2 clusters Score -2576342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2555726.000000 Penalty: 5113.207031
	Iteration 0F: 3 clusters Score -2555726 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2563175.000000 Penalty: 5113.207031
	Iteration 1F: 3 clusters Score -2563175 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2563586.500000 Penalty: 5113.207031
	Iteration 2Q: 3 clusters Score -2563586 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2563908.500000 Penalty: 5113.207031
	Iteration 3Q: 3 clusters Score -2563908 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2564156.250000 Penalty: 5113.207031
	Iteration 4Q: 3 clusters Score -2564156 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2564376.500000 Penalty: 5113.207031
	Iteration 5Q: 3 clusters Score -2564376 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2564594.000000 Penalty: 5113.207031
	Iteration 6Q: 3 clusters Score -2564594 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2564826.000000 Penalty: 5113.207031
	Iteration 7Q: 3 clusters Score -2564826 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2565134.250000 Penalty: 5113.207031
	Iteration 8Q: 3 clusters Score -2565134 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2565523.750000 Penalty: 5113.207031
	Iteration 9Q: 3 clusters Score -2565524 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2566083.750000 Penalty: 5113.207031
	Iteration 10Q: 3 clusters Score -2566084 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2566836.250000 Penalty: 5113.207031
	Iteration 11Q: 3 clusters Score -2566836 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2567979.500000 Penalty: 5113.207031
	Iteration 12F: 3 clusters Score -2567980 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2569514.500000 Penalty: 5113.207031
	Iteration 13F: 3 clusters Score -2569514 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2571097.250000 Penalty: 5113.207031
	Iteration 14F: 3 clusters Score -2571097 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2572442.250000 Penalty: 5113.207031
	Iteration 15Q: 3 clusters Score -2572442 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2573238.250000 Penalty: 5113.207031
	Iteration 16Q: 3 clusters Score -2573238 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2573636.250000 Penalty: 5113.207031
	Iteration 17Q: 3 clusters Score -2573636 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2573827.000000 Penalty: 5113.207031
	Iteration 18Q: 3 clusters Score -2573827 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2573932.000000 Penalty: 5113.207031
	Iteration 19Q: 3 clusters Score -2573932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2574015.500000 Penalty: 5113.207031
	Iteration 20F: 3 clusters Score -2574016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2574055.250000 Penalty: 5113.207031
	Iteration 21Q: 3 clusters Score -2574055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2574090.000000 Penalty: 5113.207031
	Iteration 22Q: 3 clusters Score -2574090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2574102.500000 Penalty: 5113.207031
	Iteration 23Q: 3 clusters Score -2574102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2574105.750000 Penalty: 5113.207031
	Iteration 24Q: 3 clusters Score -2574106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2574116.750000 Penalty: 5113.207031
	Iteration 25Q: 3 clusters Score -2574117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2574118.000000 Penalty: 5113.207031
	Iteration 26Q: 3 clusters Score -2574118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2574119.500000 Penalty: 5113.207031
	Iteration 27Q: 3 clusters Score -2574120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2574119.500000 Penalty: 5113.207031
	Iteration 28F: 3 clusters Score -2574120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -364442.406250 Penalty: 2086.739990
	Iteration 0F: 2 clusters Score -364442.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -360298.093750 Penalty: 4173.479980
	Iteration 0F: 3 clusters Score -360298.1 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -361213.187500 Penalty: 4173.479980
	Iteration 1F: 3 clusters Score -361213.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -361398.750000 Penalty: 4173.479980
	Iteration 2F: 3 clusters Score -361398.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -361514.781250 Penalty: 4173.479980
	Iteration 3Q: 3 clusters Score -361514.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -361611.687500 Penalty: 4173.479980
	Iteration 4Q: 3 clusters Score -361611.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -361676.406250 Penalty: 4173.479980
	Iteration 5Q: 3 clusters Score -361676.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -361725.687500 Penalty: 4173.479980
	Iteration 6Q: 3 clusters Score -361725.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -361764.062500 Penalty: 4173.479980
	Iteration 7Q: 3 clusters Score -361764.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -361807.656250 Penalty: 4173.479980
	Iteration 8Q: 3 clusters Score -361807.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -361849.625000 Penalty: 4173.479980
	Iteration 9Q: 3 clusters Score -361849.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -361883.218750 Penalty: 4173.479980
	Iteration 10Q: 3 clusters Score -361883.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -361914.062500 Penalty: 4173.479980
	Iteration 11Q: 3 clusters Score -361914.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -361942.781250 Penalty: 4173.479980
	Iteration 12Q: 3 clusters Score -361942.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -361966.718750 Penalty: 4173.479980
	Iteration 13Q: 3 clusters Score -361966.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -361991.062500 Penalty: 4173.479980
	Iteration 14Q: 3 clusters Score -361991.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -362018.343750 Penalty: 4173.479980
	Iteration 15Q: 3 clusters Score -362018.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -362057.062500 Penalty: 4173.479980
	Iteration 16Q: 3 clusters Score -362057.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -362096.843750 Penalty: 4173.479980
	Iteration 17Q: 3 clusters Score -362096.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -362135.218750 Penalty: 4173.479980
	Iteration 18Q: 3 clusters Score -362135.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -362164.375000 Penalty: 4173.479980
	Iteration 19Q: 3 clusters Score -362164.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -362190.562500 Penalty: 4173.479980
	Iteration 20F: 3 clusters Score -362190.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -362212.093750 Penalty: 4173.479980
	Iteration 21Q: 3 clusters Score -362212.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -362229.500000 Penalty: 4173.479980
	Iteration 22Q: 3 clusters Score -362229.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -362248.062500 Penalty: 4173.479980
	Iteration 23Q: 3 clusters Score -362248.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -362266.343750 Penalty: 4173.479980
	Iteration 24Q: 3 clusters Score -362266.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -362281.468750 Penalty: 4173.479980
	Iteration 25Q: 3 clusters Score -362281.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -362305.468750 Penalty: 4173.479980
	Iteration 26Q: 3 clusters Score -362305.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -362330.812500 Penalty: 4173.479980
	Iteration 27Q: 3 clusters Score -362330.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -362359.062500 Penalty: 4173.479980
	Iteration 28Q: 3 clusters Score -362359.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -362389.156250 Penalty: 4173.479980
	Iteration 29Q: 3 clusters Score -362389.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -362416.312500 Penalty: 4173.479980
	Iteration 30Q: 3 clusters Score -362416.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -362445.281250 Penalty: 4173.479980
	Iteration 31Q: 3 clusters Score -362445.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -362470.906250 Penalty: 4173.479980
	Iteration 32Q: 3 clusters Score -362470.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -362493.250000 Penalty: 4173.479980
	Iteration 33Q: 3 clusters Score -362493.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -362513.375000 Penalty: 4173.479980
	Iteration 34Q: 3 clusters Score -362513.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -362534.093750 Penalty: 4173.479980
	Iteration 35Q: 3 clusters Score -362534.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -362551.593750 Penalty: 4173.479980
	Iteration 36Q: 3 clusters Score -362551.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -362567.125000 Penalty: 4173.479980
	Iteration 37Q: 3 clusters Score -362567.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -362587.750000 Penalty: 4173.479980
	Iteration 38Q: 3 clusters Score -362587.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -362608.687500 Penalty: 4173.479980
	Iteration 39Q: 3 clusters Score -362608.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -362628.343750 Penalty: 4173.479980
	Iteration 40F: 3 clusters Score -362628.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -362644.531250 Penalty: 4173.479980
	Iteration 41Q: 3 clusters Score -362644.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -362657.843750 Penalty: 4173.479980
	Iteration 42Q: 3 clusters Score -362657.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -362663.468750 Penalty: 4173.479980
	Iteration 43Q: 3 clusters Score -362663.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -362669.531250 Penalty: 4173.479980
	Iteration 44Q: 3 clusters Score -362669.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -362675.312500 Penalty: 4173.479980
	Iteration 45Q: 3 clusters Score -362675.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -362680.937500 Penalty: 4173.479980
	Iteration 46Q: 3 clusters Score -362680.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -362689.031250 Penalty: 4173.479980
	Iteration 47Q: 3 clusters Score -362689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -362697.000000 Penalty: 4173.479980
	Iteration 48Q: 3 clusters Score -362697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -362706.625000 Penalty: 4173.479980
	Iteration 49Q: 3 clusters Score -362706.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -362712.187500 Penalty: 4173.479980
	Iteration 50Q: 3 clusters Score -362712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -362716.656250 Penalty: 4173.479980
	Iteration 51Q: 3 clusters Score -362716.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -362721.750000 Penalty: 4173.479980
	Iteration 52Q: 3 clusters Score -362721.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -362730.968750 Penalty: 4173.479980
	Iteration 53Q: 3 clusters Score -362731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -362735.718750 Penalty: 4173.479980
	Iteration 54Q: 3 clusters Score -362735.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -362738.093750 Penalty: 4173.479980
	Iteration 55Q: 3 clusters Score -362738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -362740.000000 Penalty: 4173.479980
	Iteration 56Q: 3 clusters Score -362740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -362741.968750 Penalty: 4173.479980
	Iteration 57Q: 3 clusters Score -362742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -362744.718750 Penalty: 4173.479980
	Iteration 58Q: 3 clusters Score -362744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -362746.000000 Penalty: 4173.479980
	Iteration 59Q: 3 clusters Score -362746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -362745.687500 Penalty: 4173.479980
	Iteration 60F: 3 clusters Score -362745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -362746.062500 Penalty: 4173.479980
	Iteration 61Q: 3 clusters Score -362746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -362745.781250 Penalty: 4173.479980
	Iteration 62Q: 3 clusters Score -362745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -362746.500000 Penalty: 4173.479980
	Iteration 63Q: 3 clusters Score -362746.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -362746.781250 Penalty: 4173.479980
	Iteration 64Q: 3 clusters Score -362746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -362746.781250 Penalty: 4173.479980
	Iteration 65F: 3 clusters Score -362746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Entering Unmasked Estep 
Score: -981162.187500 Penalty: 2316.811768
	Iteration 0F: 2 clusters Score -981162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -972605.437500 Penalty: 4633.623535
	Iteration 0F: 3 clusters Score -972605.4 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -975016.062500 Penalty: 4633.623535
	Iteration 1F: 3 clusters Score -975016.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -975359.750000 Penalty: 4633.623535
	Iteration 2F: 3 clusters Score -975359.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -975658.500000 Penalty: 4633.623535
	Iteration 3F: 3 clusters Score -975658.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -975986.562500 Penalty: 4633.623535
	Iteration 4F: 3 clusters Score -975986.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -976334.812500 Penalty: 4633.623535
	Iteration 5Q: 3 clusters Score -976334.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -976697.937500 Penalty: 4633.623535
	Iteration 6Q: 3 clusters Score -976697.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -977091.312500 Penalty: 4633.623535
	Iteration 7F: 3 clusters Score -977091.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -977528.687500 Penalty: 4633.623535
	Iteration 8F: 3 clusters Score -977528.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -977986.875000 Penalty: 4633.623535
	Iteration 9F: 3 clusters Score -977986.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -978410.250000 Penalty: 4633.623535
	Iteration 10F: 3 clusters Score -978410.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -978788.125000 Penalty: 4633.623535
	Iteration 11Q: 3 clusters Score -978788.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -979043.500000 Penalty: 4633.623535
	Iteration 12Q: 3 clusters Score -979043.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -979230.625000 Penalty: 4633.623535
	Iteration 13Q: 3 clusters Score -979230.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -979349.125000 Penalty: 4633.623535
	Iteration 14Q: 3 clusters Score -979349.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -979416.000000 Penalty: 4633.623535
	Iteration 15Q: 3 clusters Score -979416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -979473.375000 Penalty: 4633.623535
	Iteration 16Q: 3 clusters Score -979473.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -979525.625000 Penalty: 4633.623535
	Iteration 17Q: 3 clusters Score -979525.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -979569.437500 Penalty: 4633.623535
	Iteration 18Q: 3 clusters Score -979569.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -979595.500000 Penalty: 4633.623535
	Iteration 19Q: 3 clusters Score -979595.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -979612.687500 Penalty: 4633.623535
	Iteration 20F: 3 clusters Score -979612.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -979631.500000 Penalty: 4633.623535
	Iteration 21Q: 3 clusters Score -979631.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -979640.687500 Penalty: 4633.623535
	Iteration 22Q: 3 clusters Score -979640.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -979651.875000 Penalty: 4633.623535
	Iteration 23Q: 3 clusters Score -979651.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -979664.562500 Penalty: 4633.623535
	Iteration 24Q: 3 clusters Score -979664.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -979676.187500 Penalty: 4633.623535
	Iteration 25Q: 3 clusters Score -979676.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -979685.562500 Penalty: 4633.623535
	Iteration 26Q: 3 clusters Score -979685.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -979690.000000 Penalty: 4633.623535
	Iteration 27Q: 3 clusters Score -979690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -979701.437500 Penalty: 4633.623535
	Iteration 28Q: 3 clusters Score -979701.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -979708.687500 Penalty: 4633.623535
	Iteration 29Q: 3 clusters Score -979708.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -979710.000000 Penalty: 4633.623535
	Iteration 30Q: 3 clusters Score -979710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -979712.000000 Penalty: 4633.623535
	Iteration 31Q: 3 clusters Score -979712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -979715.000000 Penalty: 4633.623535
	Iteration 32Q: 3 clusters Score -979715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -979716.312500 Penalty: 4633.623535
	Iteration 33Q: 3 clusters Score -979716.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -979718.625000 Penalty: 4633.623535
	Iteration 34Q: 3 clusters Score -979718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -979718.125000 Penalty: 4633.623535
	Iteration 35Q: 3 clusters Score -979718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -979723.000000 Penalty: 4633.623535
	Iteration 36Q: 3 clusters Score -979723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -979725.062500 Penalty: 4633.623535
	Iteration 37Q: 3 clusters Score -979725.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -979726.187500 Penalty: 4633.623535
	Iteration 38Q: 3 clusters Score -979726.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -979730.000000 Penalty: 4633.623535
	Iteration 39Q: 3 clusters Score -979730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -979734.062500 Penalty: 4633.623535
	Iteration 40F: 3 clusters Score -979734.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -979739.437500 Penalty: 4633.623535
	Iteration 41Q: 3 clusters Score -979739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -979739.437500 Penalty: 4633.623535
	Iteration 42Q: 3 clusters Score -979739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -979742.625000 Penalty: 4633.623535
	Iteration 43Q: 3 clusters Score -979742.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -979744.562500 Penalty: 4633.623535
	Iteration 44Q: 3 clusters Score -979744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -979746.750000 Penalty: 4633.623535
	Iteration 45Q: 3 clusters Score -979746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -979744.937500 Penalty: 4633.623535
	Iteration 46Q: 3 clusters Score -979744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -979746.562500 Penalty: 4633.623535
	Iteration 47Q: 3 clusters Score -979746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -979748.625000 Penalty: 4633.623535
	Iteration 48Q: 3 clusters Score -979748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -979750.812500 Penalty: 4633.623535
	Iteration 49Q: 3 clusters Score -979750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -979750.312500 Penalty: 4633.623535
	Iteration 50Q: 3 clusters Score -979750.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -979752.625000 Penalty: 4633.623535
	Iteration 51Q: 3 clusters Score -979752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -979751.562500 Penalty: 4633.623535
	Iteration 52Q: 3 clusters Score -979751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -979750.937500 Penalty: 4633.623535
	Iteration 53Q: 3 clusters Score -979750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -979751.750000 Penalty: 4633.623535
	Iteration 54Q: 3 clusters Score -979751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -979751.062500 Penalty: 4633.623535
	Iteration 55Q: 3 clusters Score -979751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -979752.812500 Penalty: 4633.623535
	Iteration 56Q: 3 clusters Score -979752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -979752.500000 Penalty: 4633.623535
	Iteration 57Q: 3 clusters Score -979752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -979753.875000 Penalty: 4633.623535
	Iteration 58Q: 3 clusters Score -979753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -979755.000000 Penalty: 4633.623535
	Iteration 59Q: 3 clusters Score -979755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -979753.187500 Penalty: 4633.623535
	Iteration 60F: 3 clusters Score -979753.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Entering Unmasked Estep 
Score: -9196775.000000 Penalty: 2873.719238
	Iteration 0F: 2 clusters Score -9196775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -9124861.000000 Penalty: 5747.438477
	Iteration 0F: 3 clusters Score -9124861 nChanged 50826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -9154412.000000 Penalty: 5747.438477
	Iteration 1F: 3 clusters Score -9154412 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -9155309.000000 Penalty: 5747.438477
	Iteration 2Q: 3 clusters Score -9155309 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -9156319.000000 Penalty: 5747.438477
	Iteration 3Q: 3 clusters Score -9156319 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -9157356.000000 Penalty: 5747.438477
	Iteration 4Q: 3 clusters Score -9157356 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -9158487.000000 Penalty: 5747.438477
	Iteration 5Q: 3 clusters Score -9158487 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -9159710.000000 Penalty: 5747.438477
	Iteration 6Q: 3 clusters Score -9159710 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -9161120.000000 Penalty: 5747.438477
	Iteration 7Q: 3 clusters Score -9161120 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -9162835.000000 Penalty: 5747.438477
	Iteration 8Q: 3 clusters Score -9162835 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -9165108.000000 Penalty: 5747.438477
	Iteration 9Q: 3 clusters Score -9165108 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -9167802.000000 Penalty: 5747.438477
	Iteration 10Q: 3 clusters Score -9167802 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -9170854.000000 Penalty: 5747.438477
	Iteration 11Q: 3 clusters Score -9170854 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -9173501.000000 Penalty: 5747.438477
	Iteration 12Q: 3 clusters Score -9173501 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -9175058.000000 Penalty: 5747.438477
	Iteration 13Q: 3 clusters Score -9175058 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -9175887.000000 Penalty: 5747.438477
	Iteration 14Q: 3 clusters Score -9175887 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -9176281.000000 Penalty: 5747.438477
	Iteration 15Q: 3 clusters Score -9176281 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -9176531.000000 Penalty: 5747.438477
	Iteration 16Q: 3 clusters Score -9176531 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -9176768.000000 Penalty: 5747.438477
	Iteration 17Q: 3 clusters Score -9176768 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -9177045.000000 Penalty: 5747.438477
	Iteration 18Q: 3 clusters Score -9177045 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -9177349.000000 Penalty: 5747.438477
	Iteration 19Q: 3 clusters Score -9177349 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -9177721.000000 Penalty: 5747.438477
	Iteration 20F: 3 clusters Score -9177721 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -9178167.000000 Penalty: 5747.438477
	Iteration 21Q: 3 clusters Score -9178167 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -9178653.000000 Penalty: 5747.438477
	Iteration 22Q: 3 clusters Score -9178653 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -9179251.000000 Penalty: 5747.438477
	Iteration 23Q: 3 clusters Score -9179251 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -9179953.000000 Penalty: 5747.438477
	Iteration 24Q: 3 clusters Score -9179953 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -9180720.000000 Penalty: 5747.438477
	Iteration 25Q: 3 clusters Score -9180720 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 85631 members 
Entering Unmasked Estep 
Score: -9181643.000000 Penalty: 5747.438477
	Iteration 26Q: 3 clusters Score -9181643 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -9182671.000000 Penalty: 5747.438477
	Iteration 27Q: 3 clusters Score -9182671 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -9183912.000000 Penalty: 5747.438477
	Iteration 28Q: 3 clusters Score -9183912 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -9185192.000000 Penalty: 5747.438477
	Iteration 29Q: 3 clusters Score -9185192 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 95043 members 
Entering Unmasked Estep 
Score: -9186435.000000 Penalty: 5747.438477
	Iteration 30Q: 3 clusters Score -9186435 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 97202 members 
Entering Unmasked Estep 
Score: -9187761.000000 Penalty: 5747.438477
	Iteration 31Q: 3 clusters Score -9187761 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -9188990.000000 Penalty: 5747.438477
	Iteration 32Q: 3 clusters Score -9188990 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -9190122.000000 Penalty: 5747.438477
	Iteration 33Q: 3 clusters Score -9190122 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -9191069.000000 Penalty: 5747.438477
	Iteration 34Q: 3 clusters Score -9191069 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 103464 members 
Entering Unmasked Estep 
Score: -9191768.000000 Penalty: 5747.438477
	Iteration 35Q: 3 clusters Score -9191768 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 104398 members 
Entering Unmasked Estep 
Score: -9192322.000000 Penalty: 5747.438477
	Iteration 36Q: 3 clusters Score -9192322 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 105168 members 
Entering Unmasked Estep 
Score: -9192815.000000 Penalty: 5747.438477
	Iteration 37Q: 3 clusters Score -9192815 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 105740 members 
Entering Unmasked Estep 
Score: -9193204.000000 Penalty: 5747.438477
	Iteration 38Q: 3 clusters Score -9193204 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
Score: -9193491.000000 Penalty: 5747.438477
	Iteration 39Q: 3 clusters Score -9193491 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -9193704.000000 Penalty: 5747.438477
	Iteration 40F: 3 clusters Score -9193704 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -9193847.000000 Penalty: 5747.438477
	Iteration 41Q: 3 clusters Score -9193847 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 106836 members 
Entering Unmasked Estep 
Score: -9193966.000000 Penalty: 5747.438477
	Iteration 42Q: 3 clusters Score -9193966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 106948 members 
Entering Unmasked Estep 
Score: -9194037.000000 Penalty: 5747.438477
	Iteration 43Q: 3 clusters Score -9194037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 107036 members 
Entering Unmasked Estep 
Score: -9194076.000000 Penalty: 5747.438477
	Iteration 44Q: 3 clusters Score -9194076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -9194128.000000 Penalty: 5747.438477
	Iteration 45Q: 3 clusters Score -9194128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -9194174.000000 Penalty: 5747.438477
	Iteration 46Q: 3 clusters Score -9194174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 107167 members 
Entering Unmasked Estep 
Score: -9194203.000000 Penalty: 5747.438477
	Iteration 47Q: 3 clusters Score -9194203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 107196 members 
Entering Unmasked Estep 
Score: -9194224.000000 Penalty: 5747.438477
	Iteration 48Q: 3 clusters Score -9194224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 107218 members 
Entering Unmasked Estep 
Score: -9194247.000000 Penalty: 5747.438477
	Iteration 49Q: 3 clusters Score -9194247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 107231 members 
Entering Unmasked Estep 
Score: -9194257.000000 Penalty: 5747.438477
	Iteration 50Q: 3 clusters Score -9194257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -9194262.000000 Penalty: 5747.438477
	Iteration 51Q: 3 clusters Score -9194262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -9194276.000000 Penalty: 5747.438477
	Iteration 52Q: 3 clusters Score -9194276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -9194275.000000 Penalty: 5747.438477
	Iteration 53Q: 3 clusters Score -9194275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 107266 members 
Entering Unmasked Estep 
Score: -9194282.000000 Penalty: 5747.438477
	Iteration 54Q: 3 clusters Score -9194282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 107270 members 
Entering Unmasked Estep 
Score: -9194287.000000 Penalty: 5747.438477
	Iteration 55Q: 3 clusters Score -9194287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -9194297.000000 Penalty: 5747.438477
	Iteration 56Q: 3 clusters Score -9194297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 107273 members 
Entering Unmasked Estep 
Score: -9194289.000000 Penalty: 5747.438477
	Iteration 57Q: 3 clusters Score -9194289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -9194295.000000 Penalty: 5747.438477
	Iteration 58Q: 3 clusters Score -9194295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -9194292.000000 Penalty: 5747.438477
	Iteration 59Q: 3 clusters Score -9194292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -9194288.000000 Penalty: 5747.438477
	Iteration 60F: 3 clusters Score -9194288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -9194301.000000 Penalty: 5747.438477
	Iteration 61Q: 3 clusters Score -9194301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 107285 members 
Entering Unmasked Estep 
Score: -9194309.000000 Penalty: 5747.438477
	Iteration 62Q: 3 clusters Score -9194309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -9194303.000000 Penalty: 5747.438477
	Iteration 63Q: 3 clusters Score -9194303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -9194307.000000 Penalty: 5747.438477
	Iteration 64Q: 3 clusters Score -9194307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -9194308.000000 Penalty: 5747.438477
	Iteration 65Q: 3 clusters Score -9194308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 107292 members 
Entering Unmasked Estep 
Score: -9194304.000000 Penalty: 5747.438477
	Iteration 66Q: 3 clusters Score -9194304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 107291 members 
Entering Unmasked Estep 
Score: -9194312.000000 Penalty: 5747.438477
	Iteration 67Q: 3 clusters Score -9194312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -9194313.000000 Penalty: 5747.438477
	Iteration 68Q: 3 clusters Score -9194313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 107295 members 
Entering Unmasked Estep 
Score: -9194319.000000 Penalty: 5747.438477
	Iteration 69Q: 3 clusters Score -9194319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -9194323.000000 Penalty: 5747.438477
	Iteration 70Q: 3 clusters Score -9194323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -9194313.000000 Penalty: 5747.438477
	Iteration 71Q: 3 clusters Score -9194313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -9194319.000000 Penalty: 5747.438477
	Iteration 72Q: 3 clusters Score -9194319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -9194323.000000 Penalty: 5747.438477
	Iteration 73Q: 3 clusters Score -9194323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -9194323.000000 Penalty: 5747.438477
	Iteration 74F: 3 clusters Score -9194323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -354080.375000 Penalty: 2073.529785
	Iteration 0F: 2 clusters Score -354080.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -350023.437500 Penalty: 4147.059570
	Iteration 0F: 3 clusters Score -350023.4 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -350933.500000 Penalty: 4147.059570
	Iteration 1F: 3 clusters Score -350933.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -351126.312500 Penalty: 4147.059570
	Iteration 2F: 3 clusters Score -351126.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -351246.593750 Penalty: 4147.059570
	Iteration 3Q: 3 clusters Score -351246.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -351313.687500 Penalty: 4147.059570
	Iteration 4Q: 3 clusters Score -351313.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -351367.093750 Penalty: 4147.059570
	Iteration 5Q: 3 clusters Score -351367.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -351415.187500 Penalty: 4147.059570
	Iteration 6Q: 3 clusters Score -351415.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -351458.000000 Penalty: 4147.059570
	Iteration 7Q: 3 clusters Score -351458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -351506.375000 Penalty: 4147.059570
	Iteration 8Q: 3 clusters Score -351506.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -351553.750000 Penalty: 4147.059570
	Iteration 9Q: 3 clusters Score -351553.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -351595.968750 Penalty: 4147.059570
	Iteration 10Q: 3 clusters Score -351596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -351643.250000 Penalty: 4147.059570
	Iteration 11Q: 3 clusters Score -351643.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -351682.562500 Penalty: 4147.059570
	Iteration 12Q: 3 clusters Score -351682.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -351710.812500 Penalty: 4147.059570
	Iteration 13Q: 3 clusters Score -351710.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -351734.437500 Penalty: 4147.059570
	Iteration 14Q: 3 clusters Score -351734.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -351760.843750 Penalty: 4147.059570
	Iteration 15Q: 3 clusters Score -351760.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -351787.156250 Penalty: 4147.059570
	Iteration 16Q: 3 clusters Score -351787.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -351817.500000 Penalty: 4147.059570
	Iteration 17Q: 3 clusters Score -351817.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -351855.156250 Penalty: 4147.059570
	Iteration 18Q: 3 clusters Score -351855.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -351890.812500 Penalty: 4147.059570
	Iteration 19Q: 3 clusters Score -351890.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -351929.562500 Penalty: 4147.059570
	Iteration 20F: 3 clusters Score -351929.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -351958.062500 Penalty: 4147.059570
	Iteration 21Q: 3 clusters Score -351958.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -351983.656250 Penalty: 4147.059570
	Iteration 22Q: 3 clusters Score -351983.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -352007.937500 Penalty: 4147.059570
	Iteration 23Q: 3 clusters Score -352007.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -352033.625000 Penalty: 4147.059570
	Iteration 24Q: 3 clusters Score -352033.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -352060.687500 Penalty: 4147.059570
	Iteration 25Q: 3 clusters Score -352060.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -352091.906250 Penalty: 4147.059570
	Iteration 26Q: 3 clusters Score -352091.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -352117.812500 Penalty: 4147.059570
	Iteration 27Q: 3 clusters Score -352117.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -352139.062500 Penalty: 4147.059570
	Iteration 28Q: 3 clusters Score -352139.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -352154.406250 Penalty: 4147.059570
	Iteration 29Q: 3 clusters Score -352154.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -352168.281250 Penalty: 4147.059570
	Iteration 30Q: 3 clusters Score -352168.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -352184.843750 Penalty: 4147.059570
	Iteration 31Q: 3 clusters Score -352184.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -352212.156250 Penalty: 4147.059570
	Iteration 32Q: 3 clusters Score -352212.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -352250.375000 Penalty: 4147.059570
	Iteration 33Q: 3 clusters Score -352250.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -352294.625000 Penalty: 4147.059570
	Iteration 34Q: 3 clusters Score -352294.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -352365.437500 Penalty: 4147.059570
	Iteration 35Q: 3 clusters Score -352365.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -352450.937500 Penalty: 4147.059570
	Iteration 36Q: 3 clusters Score -352450.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -352603.687500 Penalty: 4147.059570
	Iteration 37Q: 3 clusters Score -352603.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -352784.406250 Penalty: 4147.059570
	Iteration 38Q: 3 clusters Score -352784.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -353006.093750 Penalty: 4147.059570
	Iteration 39Q: 3 clusters Score -353006.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -353211.562500 Penalty: 4147.059570
	Iteration 40F: 3 clusters Score -353211.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -353309.625000 Penalty: 4147.059570
	Iteration 41Q: 3 clusters Score -353309.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -353352.125000 Penalty: 4147.059570
	Iteration 42Q: 3 clusters Score -353352.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -353378.125000 Penalty: 4147.059570
	Iteration 43Q: 3 clusters Score -353378.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -353393.406250 Penalty: 4147.059570
	Iteration 44Q: 3 clusters Score -353393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -353398.968750 Penalty: 4147.059570
	Iteration 45Q: 3 clusters Score -353399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -353404.156250 Penalty: 4147.059570
	Iteration 46Q: 3 clusters Score -353404.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -353410.562500 Penalty: 4147.059570
	Iteration 47Q: 3 clusters Score -353410.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -353416.406250 Penalty: 4147.059570
	Iteration 48Q: 3 clusters Score -353416.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -353421.875000 Penalty: 4147.059570
	Iteration 49Q: 3 clusters Score -353421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -353426.000000 Penalty: 4147.059570
	Iteration 50Q: 3 clusters Score -353426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -353429.281250 Penalty: 4147.059570
	Iteration 51Q: 3 clusters Score -353429.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -353432.687500 Penalty: 4147.059570
	Iteration 52Q: 3 clusters Score -353432.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -353434.812500 Penalty: 4147.059570
	Iteration 53Q: 3 clusters Score -353434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -353436.718750 Penalty: 4147.059570
	Iteration 54Q: 3 clusters Score -353436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -353438.250000 Penalty: 4147.059570
	Iteration 55Q: 3 clusters Score -353438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -353438.187500 Penalty: 4147.059570
	Iteration 56Q: 3 clusters Score -353438.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -353440.718750 Penalty: 4147.059570
	Iteration 57Q: 3 clusters Score -353440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -353442.031250 Penalty: 4147.059570
	Iteration 58Q: 3 clusters Score -353442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -353443.093750 Penalty: 4147.059570
	Iteration 59Q: 3 clusters Score -353443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -353443.625000 Penalty: 4147.059570
	Iteration 60F: 3 clusters Score -353443.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -353444.531250 Penalty: 4147.059570
	Iteration 61Q: 3 clusters Score -353444.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -353444.531250 Penalty: 4147.059570
	Iteration 62F: 3 clusters Score -353444.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -486046.218750 Penalty: 2174.837891
	Iteration 0F: 2 clusters Score -486046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -480692.625000 Penalty: 4349.675781
	Iteration 0F: 3 clusters Score -480692.6 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -482151.125000 Penalty: 4349.675781
	Iteration 1F: 3 clusters Score -482151.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -482516.062500 Penalty: 4349.675781
	Iteration 2F: 3 clusters Score -482516.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -482874.843750 Penalty: 4349.675781
	Iteration 3F: 3 clusters Score -482874.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -483150.406250 Penalty: 4349.675781
	Iteration 4F: 3 clusters Score -483150.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -483409.187500 Penalty: 4349.675781
	Iteration 5Q: 3 clusters Score -483409.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -483620.468750 Penalty: 4349.675781
	Iteration 6Q: 3 clusters Score -483620.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -483781.250000 Penalty: 4349.675781
	Iteration 7Q: 3 clusters Score -483781.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -483922.500000 Penalty: 4349.675781
	Iteration 8Q: 3 clusters Score -483922.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -484027.437500 Penalty: 4349.675781
	Iteration 9Q: 3 clusters Score -484027.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -484138.781250 Penalty: 4349.675781
	Iteration 10Q: 3 clusters Score -484138.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -484248.812500 Penalty: 4349.675781
	Iteration 11Q: 3 clusters Score -484248.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -484331.531250 Penalty: 4349.675781
	Iteration 12Q: 3 clusters Score -484331.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -484396.968750 Penalty: 4349.675781
	Iteration 13Q: 3 clusters Score -484397 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -484452.187500 Penalty: 4349.675781
	Iteration 14Q: 3 clusters Score -484452.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -484487.750000 Penalty: 4349.675781
	Iteration 15Q: 3 clusters Score -484487.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -484517.687500 Penalty: 4349.675781
	Iteration 16Q: 3 clusters Score -484517.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -484537.562500 Penalty: 4349.675781
	Iteration 17Q: 3 clusters Score -484537.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -484549.718750 Penalty: 4349.675781
	Iteration 18Q: 3 clusters Score -484549.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -484560.406250 Penalty: 4349.675781
	Iteration 19Q: 3 clusters Score -484560.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -484571.000000 Penalty: 4349.675781
	Iteration 20F: 3 clusters Score -484571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -484581.125000 Penalty: 4349.675781
	Iteration 21Q: 3 clusters Score -484581.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -484586.562500 Penalty: 4349.675781
	Iteration 22Q: 3 clusters Score -484586.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -484589.937500 Penalty: 4349.675781
	Iteration 23Q: 3 clusters Score -484589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -484591.343750 Penalty: 4349.675781
	Iteration 24Q: 3 clusters Score -484591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -484593.625000 Penalty: 4349.675781
	Iteration 25Q: 3 clusters Score -484593.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -484596.437500 Penalty: 4349.675781
	Iteration 26Q: 3 clusters Score -484596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -484599.375000 Penalty: 4349.675781
	Iteration 27Q: 3 clusters Score -484599.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -484600.593750 Penalty: 4349.675781
	Iteration 28Q: 3 clusters Score -484600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -484601.875000 Penalty: 4349.675781
	Iteration 29Q: 3 clusters Score -484601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -484603.250000 Penalty: 4349.675781
	Iteration 30Q: 3 clusters Score -484603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -484605.250000 Penalty: 4349.675781
	Iteration 31Q: 3 clusters Score -484605.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -484607.593750 Penalty: 4349.675781
	Iteration 32Q: 3 clusters Score -484607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -484609.687500 Penalty: 4349.675781
	Iteration 33Q: 3 clusters Score -484609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -484610.781250 Penalty: 4349.675781
	Iteration 34Q: 3 clusters Score -484610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -484612.531250 Penalty: 4349.675781
	Iteration 35Q: 3 clusters Score -484612.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -484614.968750 Penalty: 4349.675781
	Iteration 36Q: 3 clusters Score -484615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -484616.031250 Penalty: 4349.675781
	Iteration 37Q: 3 clusters Score -484616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -484616.250000 Penalty: 4349.675781
	Iteration 38Q: 3 clusters Score -484616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -484617.218750 Penalty: 4349.675781
	Iteration 39Q: 3 clusters Score -484617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -484617.375000 Penalty: 4349.675781
	Iteration 40F: 3 clusters Score -484617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -484618.125000 Penalty: 4349.675781
	Iteration 41Q: 3 clusters Score -484618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -484618.093750 Penalty: 4349.675781
	Iteration 42Q: 3 clusters Score -484618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -484622.031250 Penalty: 4349.675781
	Iteration 43Q: 3 clusters Score -484622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -484624.656250 Penalty: 4349.675781
	Iteration 44Q: 3 clusters Score -484624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -484624.968750 Penalty: 4349.675781
	Iteration 45Q: 3 clusters Score -484625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -484626.562500 Penalty: 4349.675781
	Iteration 46Q: 3 clusters Score -484626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -484627.906250 Penalty: 4349.675781
	Iteration 47Q: 3 clusters Score -484627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -484629.437500 Penalty: 4349.675781
	Iteration 48Q: 3 clusters Score -484629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -484630.093750 Penalty: 4349.675781
	Iteration 49Q: 3 clusters Score -484630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -484630.156250 Penalty: 4349.675781
	Iteration 50Q: 3 clusters Score -484630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -484630.656250 Penalty: 4349.675781
	Iteration 51Q: 3 clusters Score -484630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -484631.468750 Penalty: 4349.675781
	Iteration 52Q: 3 clusters Score -484631.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -484633.218750 Penalty: 4349.675781
	Iteration 53Q: 3 clusters Score -484633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -484634.781250 Penalty: 4349.675781
	Iteration 54Q: 3 clusters Score -484634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -484635.750000 Penalty: 4349.675781
	Iteration 55Q: 3 clusters Score -484635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -484635.281250 Penalty: 4349.675781
	Iteration 56Q: 3 clusters Score -484635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -484636.062500 Penalty: 4349.675781
	Iteration 57Q: 3 clusters Score -484636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -484636.062500 Penalty: 4349.675781
	Iteration 58F: 3 clusters Score -484636.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Entering Unmasked Estep 
Score: -1029988.312500 Penalty: 2323.355469
	Iteration 0F: 2 clusters Score -1029988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1021223.187500 Penalty: 4646.710938
	Iteration 0F: 3 clusters Score -1021223 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1023833.750000 Penalty: 4646.710938
	Iteration 1F: 3 clusters Score -1023834 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1024219.750000 Penalty: 4646.710938
	Iteration 2F: 3 clusters Score -1024220 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1024585.562500 Penalty: 4646.710938
	Iteration 3F: 3 clusters Score -1024586 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1024961.875000 Penalty: 4646.710938
	Iteration 4F: 3 clusters Score -1024962 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1025345.687500 Penalty: 4646.710938
	Iteration 5F: 3 clusters Score -1025346 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1025678.125000 Penalty: 4646.710938
	Iteration 6Q: 3 clusters Score -1025678 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1025969.500000 Penalty: 4646.710938
	Iteration 7Q: 3 clusters Score -1025970 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1026222.687500 Penalty: 4646.710938
	Iteration 8Q: 3 clusters Score -1026223 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1026454.312500 Penalty: 4646.710938
	Iteration 9Q: 3 clusters Score -1026454 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1026679.000000 Penalty: 4646.710938
	Iteration 10Q: 3 clusters Score -1026679 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1026894.937500 Penalty: 4646.710938
	Iteration 11Q: 3 clusters Score -1026895 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1027085.875000 Penalty: 4646.710938
	Iteration 12Q: 3 clusters Score -1027086 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1027269.875000 Penalty: 4646.710938
	Iteration 13Q: 3 clusters Score -1027270 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1027412.875000 Penalty: 4646.710938
	Iteration 14Q: 3 clusters Score -1027413 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1027532.937500 Penalty: 4646.710938
	Iteration 15Q: 3 clusters Score -1027533 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1027643.625000 Penalty: 4646.710938
	Iteration 16Q: 3 clusters Score -1027644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1027707.562500 Penalty: 4646.710938
	Iteration 17Q: 3 clusters Score -1027708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1027768.312500 Penalty: 4646.710938
	Iteration 18Q: 3 clusters Score -1027768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1027809.562500 Penalty: 4646.710938
	Iteration 19Q: 3 clusters Score -1027810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1027847.750000 Penalty: 4646.710938
	Iteration 20F: 3 clusters Score -1027848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1027876.250000 Penalty: 4646.710938
	Iteration 21Q: 3 clusters Score -1027876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1027898.125000 Penalty: 4646.710938
	Iteration 22Q: 3 clusters Score -1027898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1027920.250000 Penalty: 4646.710938
	Iteration 23Q: 3 clusters Score -1027920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1027944.687500 Penalty: 4646.710938
	Iteration 24Q: 3 clusters Score -1027945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1027969.500000 Penalty: 4646.710938
	Iteration 25Q: 3 clusters Score -1027970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1027989.937500 Penalty: 4646.710938
	Iteration 26Q: 3 clusters Score -1027990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1028008.937500 Penalty: 4646.710938
	Iteration 27Q: 3 clusters Score -1028009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1028025.250000 Penalty: 4646.710938
	Iteration 28Q: 3 clusters Score -1028025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1028036.625000 Penalty: 4646.710938
	Iteration 29Q: 3 clusters Score -1028037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1028043.250000 Penalty: 4646.710938
	Iteration 30Q: 3 clusters Score -1028043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1028047.187500 Penalty: 4646.710938
	Iteration 31Q: 3 clusters Score -1028047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1028050.750000 Penalty: 4646.710938
	Iteration 32Q: 3 clusters Score -1028051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1028057.000000 Penalty: 4646.710938
	Iteration 33Q: 3 clusters Score -1028057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1028059.375000 Penalty: 4646.710938
	Iteration 34Q: 3 clusters Score -1028059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1028059.375000 Penalty: 4646.710938
	Iteration 35F: 3 clusters Score -1028059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Entering Unmasked Estep 
Score: -1992615.875000 Penalty: 2489.493652
	Iteration 0F: 2 clusters Score -1992616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1976887.750000 Penalty: 4978.987305
	Iteration 0F: 3 clusters Score -1976888 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1982168.750000 Penalty: 4978.987305
	Iteration 1F: 3 clusters Score -1982169 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1982507.125000 Penalty: 4978.987305
	Iteration 2Q: 3 clusters Score -1982507 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1982843.875000 Penalty: 4978.987305
	Iteration 3Q: 3 clusters Score -1982844 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1983150.625000 Penalty: 4978.987305
	Iteration 4Q: 3 clusters Score -1983151 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1983549.625000 Penalty: 4978.987305
	Iteration 5Q: 3 clusters Score -1983550 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1984010.375000 Penalty: 4978.987305
	Iteration 6Q: 3 clusters Score -1984010 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1984481.250000 Penalty: 4978.987305
	Iteration 7Q: 3 clusters Score -1984481 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1985067.875000 Penalty: 4978.987305
	Iteration 8Q: 3 clusters Score -1985068 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1985717.750000 Penalty: 4978.987305
	Iteration 9F: 3 clusters Score -1985718 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1986402.000000 Penalty: 4978.987305
	Iteration 10F: 3 clusters Score -1986402 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1987130.875000 Penalty: 4978.987305
	Iteration 11F: 3 clusters Score -1987131 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1987846.500000 Penalty: 4978.987305
	Iteration 12Q: 3 clusters Score -1987846 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1988514.375000 Penalty: 4978.987305
	Iteration 13Q: 3 clusters Score -1988514 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1989086.750000 Penalty: 4978.987305
	Iteration 14Q: 3 clusters Score -1989087 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1989528.750000 Penalty: 4978.987305
	Iteration 15Q: 3 clusters Score -1989529 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1989837.500000 Penalty: 4978.987305
	Iteration 16Q: 3 clusters Score -1989838 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1990041.000000 Penalty: 4978.987305
	Iteration 17Q: 3 clusters Score -1990041 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1990173.125000 Penalty: 4978.987305
	Iteration 18Q: 3 clusters Score -1990173 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1990258.625000 Penalty: 4978.987305
	Iteration 19Q: 3 clusters Score -1990259 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1990328.750000 Penalty: 4978.987305
	Iteration 20F: 3 clusters Score -1990329 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1990374.125000 Penalty: 4978.987305
	Iteration 21Q: 3 clusters Score -1990374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1990409.875000 Penalty: 4978.987305
	Iteration 22Q: 3 clusters Score -1990410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1990439.125000 Penalty: 4978.987305
	Iteration 23Q: 3 clusters Score -1990439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1990463.875000 Penalty: 4978.987305
	Iteration 24Q: 3 clusters Score -1990464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1990473.750000 Penalty: 4978.987305
	Iteration 25Q: 3 clusters Score -1990474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1990475.125000 Penalty: 4978.987305
	Iteration 26Q: 3 clusters Score -1990475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1990486.125000 Penalty: 4978.987305
	Iteration 27Q: 3 clusters Score -1990486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1990485.750000 Penalty: 4978.987305
	Iteration 28Q: 3 clusters Score -1990486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1990489.875000 Penalty: 4978.987305
	Iteration 29Q: 3 clusters Score -1990490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1990492.000000 Penalty: 4978.987305
	Iteration 30Q: 3 clusters Score -1990492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1990492.000000 Penalty: 4978.987305
	Iteration 31F: 3 clusters Score -1990492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Entering Unmasked Estep 
Score: -1604816.500000 Penalty: 2449.506104
	Iteration 0F: 2 clusters Score -1604816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1591006.750000 Penalty: 4899.012207
	Iteration 0F: 3 clusters Score -1591007 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1595624.625000 Penalty: 4899.012207
	Iteration 1F: 3 clusters Score -1595625 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1596071.250000 Penalty: 4899.012207
	Iteration 2F: 3 clusters Score -1596071 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1596508.500000 Penalty: 4899.012207
	Iteration 3Q: 3 clusters Score -1596508 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1596932.000000 Penalty: 4899.012207
	Iteration 4Q: 3 clusters Score -1596932 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1597368.125000 Penalty: 4899.012207
	Iteration 5Q: 3 clusters Score -1597368 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1597802.375000 Penalty: 4899.012207
	Iteration 6Q: 3 clusters Score -1597802 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1598252.125000 Penalty: 4899.012207
	Iteration 7Q: 3 clusters Score -1598252 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1598715.875000 Penalty: 4899.012207
	Iteration 8Q: 3 clusters Score -1598716 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1599216.625000 Penalty: 4899.012207
	Iteration 9Q: 3 clusters Score -1599217 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1599784.000000 Penalty: 4899.012207
	Iteration 10Q: 3 clusters Score -1599784 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1600317.375000 Penalty: 4899.012207
	Iteration 11Q: 3 clusters Score -1600317 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1600800.875000 Penalty: 4899.012207
	Iteration 12Q: 3 clusters Score -1600801 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1601180.000000 Penalty: 4899.012207
	Iteration 13Q: 3 clusters Score -1601180 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1601432.000000 Penalty: 4899.012207
	Iteration 14Q: 3 clusters Score -1601432 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1601590.750000 Penalty: 4899.012207
	Iteration 15Q: 3 clusters Score -1601591 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1601705.125000 Penalty: 4899.012207
	Iteration 16Q: 3 clusters Score -1601705 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1601797.125000 Penalty: 4899.012207
	Iteration 17Q: 3 clusters Score -1601797 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1601877.875000 Penalty: 4899.012207
	Iteration 18Q: 3 clusters Score -1601878 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1601921.625000 Penalty: 4899.012207
	Iteration 19Q: 3 clusters Score -1601922 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1601982.875000 Penalty: 4899.012207
	Iteration 20F: 3 clusters Score -1601983 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1602045.500000 Penalty: 4899.012207
	Iteration 21Q: 3 clusters Score -1602046 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1602087.125000 Penalty: 4899.012207
	Iteration 22Q: 3 clusters Score -1602087 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1602133.625000 Penalty: 4899.012207
	Iteration 23Q: 3 clusters Score -1602134 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1602194.125000 Penalty: 4899.012207
	Iteration 24Q: 3 clusters Score -1602194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1602236.000000 Penalty: 4899.012207
	Iteration 25Q: 3 clusters Score -1602236 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1602272.375000 Penalty: 4899.012207
	Iteration 26Q: 3 clusters Score -1602272 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1602309.125000 Penalty: 4899.012207
	Iteration 27Q: 3 clusters Score -1602309 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1602352.500000 Penalty: 4899.012207
	Iteration 28Q: 3 clusters Score -1602352 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1602387.625000 Penalty: 4899.012207
	Iteration 29Q: 3 clusters Score -1602388 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1602427.250000 Penalty: 4899.012207
	Iteration 30Q: 3 clusters Score -1602427 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1602456.250000 Penalty: 4899.012207
	Iteration 31Q: 3 clusters Score -1602456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1602489.125000 Penalty: 4899.012207
	Iteration 32Q: 3 clusters Score -1602489 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1602523.875000 Penalty: 4899.012207
	Iteration 33Q: 3 clusters Score -1602524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1602547.125000 Penalty: 4899.012207
	Iteration 34Q: 3 clusters Score -1602547 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1602562.000000 Penalty: 4899.012207
	Iteration 35Q: 3 clusters Score -1602562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1602578.750000 Penalty: 4899.012207
	Iteration 36Q: 3 clusters Score -1602579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1602595.750000 Penalty: 4899.012207
	Iteration 37Q: 3 clusters Score -1602596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1602622.500000 Penalty: 4899.012207
	Iteration 38Q: 3 clusters Score -1602622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1602646.500000 Penalty: 4899.012207
	Iteration 39Q: 3 clusters Score -1602646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1602683.250000 Penalty: 4899.012207
	Iteration 40F: 3 clusters Score -1602683 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1602708.500000 Penalty: 4899.012207
	Iteration 41Q: 3 clusters Score -1602708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1602739.875000 Penalty: 4899.012207
	Iteration 42Q: 3 clusters Score -1602740 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1602782.875000 Penalty: 4899.012207
	Iteration 43Q: 3 clusters Score -1602783 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1602839.125000 Penalty: 4899.012207
	Iteration 44Q: 3 clusters Score -1602839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1602885.000000 Penalty: 4899.012207
	Iteration 45Q: 3 clusters Score -1602885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1602955.125000 Penalty: 4899.012207
	Iteration 46Q: 3 clusters Score -1602955 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1603039.000000 Penalty: 4899.012207
	Iteration 47Q: 3 clusters Score -1603039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1603131.000000 Penalty: 4899.012207
	Iteration 48Q: 3 clusters Score -1603131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1603186.625000 Penalty: 4899.012207
	Iteration 49Q: 3 clusters Score -1603187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1603238.500000 Penalty: 4899.012207
	Iteration 50Q: 3 clusters Score -1603238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1603269.250000 Penalty: 4899.012207
	Iteration 51Q: 3 clusters Score -1603269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1603293.000000 Penalty: 4899.012207
	Iteration 52Q: 3 clusters Score -1603293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1603306.500000 Penalty: 4899.012207
	Iteration 53Q: 3 clusters Score -1603306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1603319.625000 Penalty: 4899.012207
	Iteration 54Q: 3 clusters Score -1603320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -1603328.625000 Penalty: 4899.012207
	Iteration 55Q: 3 clusters Score -1603329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1603332.125000 Penalty: 4899.012207
	Iteration 56Q: 3 clusters Score -1603332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1603338.250000 Penalty: 4899.012207
	Iteration 57Q: 3 clusters Score -1603338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1603336.500000 Penalty: 4899.012207
	Iteration 58Q: 3 clusters Score -1603336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1603342.375000 Penalty: 4899.012207
	Iteration 59Q: 3 clusters Score -1603342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -1603346.625000 Penalty: 4899.012207
	Iteration 60F: 3 clusters Score -1603347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1603347.375000 Penalty: 4899.012207
	Iteration 61Q: 3 clusters Score -1603347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1603349.875000 Penalty: 4899.012207
	Iteration 62Q: 3 clusters Score -1603350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -1603348.250000 Penalty: 4899.012207
	Iteration 63Q: 3 clusters Score -1603348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1603351.875000 Penalty: 4899.012207
	Iteration 64Q: 3 clusters Score -1603352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1603349.875000 Penalty: 4899.012207
	Iteration 65Q: 3 clusters Score -1603350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1603349.875000 Penalty: 4899.012207
	Iteration 66F: 3 clusters Score -1603350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Entering Unmasked Estep 
Score: -1057363.750000 Penalty: 2346.333252
	Iteration 0F: 2 clusters Score -1057364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1047917.875000 Penalty: 4692.666504
	Iteration 0F: 3 clusters Score -1047918 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1051030.000000 Penalty: 4692.666504
	Iteration 1F: 3 clusters Score -1051030 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1051532.500000 Penalty: 4692.666504
	Iteration 2F: 3 clusters Score -1051532 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1051895.625000 Penalty: 4692.666504
	Iteration 3F: 3 clusters Score -1051896 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1052164.625000 Penalty: 4692.666504
	Iteration 4Q: 3 clusters Score -1052165 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1052404.625000 Penalty: 4692.666504
	Iteration 5Q: 3 clusters Score -1052405 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1052657.125000 Penalty: 4692.666504
	Iteration 6Q: 3 clusters Score -1052657 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1052895.250000 Penalty: 4692.666504
	Iteration 7Q: 3 clusters Score -1052895 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1053118.750000 Penalty: 4692.666504
	Iteration 8Q: 3 clusters Score -1053119 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1053340.125000 Penalty: 4692.666504
	Iteration 9Q: 3 clusters Score -1053340 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1053598.125000 Penalty: 4692.666504
	Iteration 10Q: 3 clusters Score -1053598 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1053895.750000 Penalty: 4692.666504
	Iteration 11Q: 3 clusters Score -1053896 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1054202.625000 Penalty: 4692.666504
	Iteration 12Q: 3 clusters Score -1054203 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1054493.625000 Penalty: 4692.666504
	Iteration 13Q: 3 clusters Score -1054494 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1054772.500000 Penalty: 4692.666504
	Iteration 14Q: 3 clusters Score -1054772 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1054985.625000 Penalty: 4692.666504
	Iteration 15Q: 3 clusters Score -1054986 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1055161.500000 Penalty: 4692.666504
	Iteration 16Q: 3 clusters Score -1055162 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1055298.375000 Penalty: 4692.666504
	Iteration 17Q: 3 clusters Score -1055298 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1055380.000000 Penalty: 4692.666504
	Iteration 18Q: 3 clusters Score -1055380 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1055436.625000 Penalty: 4692.666504
	Iteration 19Q: 3 clusters Score -1055437 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1055473.375000 Penalty: 4692.666504
	Iteration 20F: 3 clusters Score -1055473 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1055497.625000 Penalty: 4692.666504
	Iteration 21Q: 3 clusters Score -1055498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1055517.500000 Penalty: 4692.666504
	Iteration 22Q: 3 clusters Score -1055518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1055532.500000 Penalty: 4692.666504
	Iteration 23Q: 3 clusters Score -1055532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1055547.125000 Penalty: 4692.666504
	Iteration 24Q: 3 clusters Score -1055547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1055560.750000 Penalty: 4692.666504
	Iteration 25Q: 3 clusters Score -1055561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1055573.250000 Penalty: 4692.666504
	Iteration 26Q: 3 clusters Score -1055573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1055582.250000 Penalty: 4692.666504
	Iteration 27Q: 3 clusters Score -1055582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1055590.500000 Penalty: 4692.666504
	Iteration 28Q: 3 clusters Score -1055590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1055593.375000 Penalty: 4692.666504
	Iteration 29Q: 3 clusters Score -1055593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1055598.250000 Penalty: 4692.666504
	Iteration 30Q: 3 clusters Score -1055598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1055605.250000 Penalty: 4692.666504
	Iteration 31Q: 3 clusters Score -1055605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1055610.625000 Penalty: 4692.666504
	Iteration 32Q: 3 clusters Score -1055611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1055622.000000 Penalty: 4692.666504
	Iteration 33Q: 3 clusters Score -1055622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1055627.875000 Penalty: 4692.666504
	Iteration 34Q: 3 clusters Score -1055628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1055638.375000 Penalty: 4692.666504
	Iteration 35Q: 3 clusters Score -1055638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1055643.875000 Penalty: 4692.666504
	Iteration 36Q: 3 clusters Score -1055644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1055652.625000 Penalty: 4692.666504
	Iteration 37Q: 3 clusters Score -1055653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1055661.000000 Penalty: 4692.666504
	Iteration 38Q: 3 clusters Score -1055661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1055673.000000 Penalty: 4692.666504
	Iteration 39Q: 3 clusters Score -1055673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1055685.625000 Penalty: 4692.666504
	Iteration 40F: 3 clusters Score -1055686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1055697.125000 Penalty: 4692.666504
	Iteration 41Q: 3 clusters Score -1055697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1055709.250000 Penalty: 4692.666504
	Iteration 42Q: 3 clusters Score -1055709 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1055725.625000 Penalty: 4692.666504
	Iteration 43Q: 3 clusters Score -1055726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1055742.625000 Penalty: 4692.666504
	Iteration 44Q: 3 clusters Score -1055743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1055760.000000 Penalty: 4692.666504
	Iteration 45Q: 3 clusters Score -1055760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1055776.125000 Penalty: 4692.666504
	Iteration 46Q: 3 clusters Score -1055776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1055791.125000 Penalty: 4692.666504
	Iteration 47Q: 3 clusters Score -1055791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1055794.625000 Penalty: 4692.666504
	Iteration 48Q: 3 clusters Score -1055795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1055801.125000 Penalty: 4692.666504
	Iteration 49Q: 3 clusters Score -1055801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1055809.750000 Penalty: 4692.666504
	Iteration 50Q: 3 clusters Score -1055810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1055814.125000 Penalty: 4692.666504
	Iteration 51Q: 3 clusters Score -1055814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1055816.250000 Penalty: 4692.666504
	Iteration 52Q: 3 clusters Score -1055816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1055821.875000 Penalty: 4692.666504
	Iteration 53Q: 3 clusters Score -1055822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1055822.625000 Penalty: 4692.666504
	Iteration 54Q: 3 clusters Score -1055823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1055825.375000 Penalty: 4692.666504
	Iteration 55Q: 3 clusters Score -1055825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1055830.125000 Penalty: 4692.666504
	Iteration 56Q: 3 clusters Score -1055830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1055834.000000 Penalty: 4692.666504
	Iteration 57Q: 3 clusters Score -1055834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1055839.875000 Penalty: 4692.666504
	Iteration 58Q: 3 clusters Score -1055840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1055842.750000 Penalty: 4692.666504
	Iteration 59Q: 3 clusters Score -1055843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1055844.500000 Penalty: 4692.666504
	Iteration 60F: 3 clusters Score -1055844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1055851.875000 Penalty: 4692.666504
	Iteration 61Q: 3 clusters Score -1055852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1055854.000000 Penalty: 4692.666504
	Iteration 62Q: 3 clusters Score -1055854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1055853.875000 Penalty: 4692.666504
	Iteration 63Q: 3 clusters Score -1055854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1055857.250000 Penalty: 4692.666504
	Iteration 64Q: 3 clusters Score -1055857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1055858.625000 Penalty: 4692.666504
	Iteration 65Q: 3 clusters Score -1055859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1055861.125000 Penalty: 4692.666504
	Iteration 66Q: 3 clusters Score -1055861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1055859.250000 Penalty: 4692.666504
	Iteration 67Q: 3 clusters Score -1055859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1055860.000000 Penalty: 4692.666504
	Iteration 68Q: 3 clusters Score -1055860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1055859.375000 Penalty: 4692.666504
	Iteration 69Q: 3 clusters Score -1055859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1055862.875000 Penalty: 4692.666504
	Iteration 70Q: 3 clusters Score -1055863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1055863.875000 Penalty: 4692.666504
	Iteration 71Q: 3 clusters Score -1055864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1055862.375000 Penalty: 4692.666504
	Iteration 72Q: 3 clusters Score -1055862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1055863.125000 Penalty: 4692.666504
	Iteration 73Q: 3 clusters Score -1055863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1055863.000000 Penalty: 4692.666504
	Iteration 74Q: 3 clusters Score -1055863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1055864.000000 Penalty: 4692.666504
	Iteration 75Q: 3 clusters Score -1055864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1055863.875000 Penalty: 4692.666504
	Iteration 76Q: 3 clusters Score -1055864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1055864.375000 Penalty: 4692.666504
	Iteration 77Q: 3 clusters Score -1055864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1055864.000000 Penalty: 4692.666504
	Iteration 78Q: 3 clusters Score -1055864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1055864.000000 Penalty: 4692.666504
	Iteration 79F: 3 clusters Score -1055864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -230456.156250 Penalty: 1974.160278
	Iteration 0F: 2 clusters Score -230456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -227256.062500 Penalty: 3948.320557
	Iteration 0F: 3 clusters Score -227256.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -227897.578125 Penalty: 3948.320557
	Iteration 1F: 3 clusters Score -227897.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -228033.203125 Penalty: 3948.320557
	Iteration 2F: 3 clusters Score -228033.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -228105.000000 Penalty: 3948.320557
	Iteration 3Q: 3 clusters Score -228105 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -228147.203125 Penalty: 3948.320557
	Iteration 4Q: 3 clusters Score -228147.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -228184.093750 Penalty: 3948.320557
	Iteration 5Q: 3 clusters Score -228184.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -228214.218750 Penalty: 3948.320557
	Iteration 6Q: 3 clusters Score -228214.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -228235.875000 Penalty: 3948.320557
	Iteration 7Q: 3 clusters Score -228235.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -228257.656250 Penalty: 3948.320557
	Iteration 8Q: 3 clusters Score -228257.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -228271.609375 Penalty: 3948.320557
	Iteration 9Q: 3 clusters Score -228271.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -228283.171875 Penalty: 3948.320557
	Iteration 10Q: 3 clusters Score -228283.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -228295.984375 Penalty: 3948.320557
	Iteration 11Q: 3 clusters Score -228296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -228307.718750 Penalty: 3948.320557
	Iteration 12Q: 3 clusters Score -228307.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -228316.046875 Penalty: 3948.320557
	Iteration 13Q: 3 clusters Score -228316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -228324.453125 Penalty: 3948.320557
	Iteration 14Q: 3 clusters Score -228324.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -228332.984375 Penalty: 3948.320557
	Iteration 15Q: 3 clusters Score -228333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -228340.671875 Penalty: 3948.320557
	Iteration 16Q: 3 clusters Score -228340.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -228348.515625 Penalty: 3948.320557
	Iteration 17Q: 3 clusters Score -228348.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -228354.890625 Penalty: 3948.320557
	Iteration 18Q: 3 clusters Score -228354.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -228362.406250 Penalty: 3948.320557
	Iteration 19Q: 3 clusters Score -228362.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -228373.515625 Penalty: 3948.320557
	Iteration 20F: 3 clusters Score -228373.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228388.921875 Penalty: 3948.320557
	Iteration 21Q: 3 clusters Score -228388.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228398.640625 Penalty: 3948.320557
	Iteration 22Q: 3 clusters Score -228398.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -228411.250000 Penalty: 3948.320557
	Iteration 23Q: 3 clusters Score -228411.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -228420.796875 Penalty: 3948.320557
	Iteration 24Q: 3 clusters Score -228420.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -228432.562500 Penalty: 3948.320557
	Iteration 25Q: 3 clusters Score -228432.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -228446.984375 Penalty: 3948.320557
	Iteration 26Q: 3 clusters Score -228447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -228460.437500 Penalty: 3948.320557
	Iteration 27Q: 3 clusters Score -228460.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -228477.265625 Penalty: 3948.320557
	Iteration 28Q: 3 clusters Score -228477.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -228491.953125 Penalty: 3948.320557
	Iteration 29Q: 3 clusters Score -228492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -228501.390625 Penalty: 3948.320557
	Iteration 30Q: 3 clusters Score -228501.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -228510.500000 Penalty: 3948.320557
	Iteration 31Q: 3 clusters Score -228510.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -228514.890625 Penalty: 3948.320557
	Iteration 32Q: 3 clusters Score -228514.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -228517.906250 Penalty: 3948.320557
	Iteration 33Q: 3 clusters Score -228517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -228521.218750 Penalty: 3948.320557
	Iteration 34Q: 3 clusters Score -228521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -228525.453125 Penalty: 3948.320557
	Iteration 35Q: 3 clusters Score -228525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -228527.984375 Penalty: 3948.320557
	Iteration 36Q: 3 clusters Score -228528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -228531.546875 Penalty: 3948.320557
	Iteration 37Q: 3 clusters Score -228531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228533.171875 Penalty: 3948.320557
	Iteration 38Q: 3 clusters Score -228533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228536.000000 Penalty: 3948.320557
	Iteration 39Q: 3 clusters Score -228536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -228537.968750 Penalty: 3948.320557
	Iteration 40F: 3 clusters Score -228538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -228539.578125 Penalty: 3948.320557
	Iteration 41Q: 3 clusters Score -228539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -228541.359375 Penalty: 3948.320557
	Iteration 42Q: 3 clusters Score -228541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -228543.093750 Penalty: 3948.320557
	Iteration 43Q: 3 clusters Score -228543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -228543.093750 Penalty: 3948.320557
	Iteration 44F: 3 clusters Score -228543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Entering Unmasked Estep 
Score: -2142696.750000 Penalty: 2509.742188
	Iteration 0F: 2 clusters Score -2142697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2125602.250000 Penalty: 5019.484375
	Iteration 0F: 3 clusters Score -2125602 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2131618.000000 Penalty: 5019.484375
	Iteration 1F: 3 clusters Score -2131618 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2132142.250000 Penalty: 5019.484375
	Iteration 2F: 3 clusters Score -2132142 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2132636.250000 Penalty: 5019.484375
	Iteration 3Q: 3 clusters Score -2132636 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2133145.750000 Penalty: 5019.484375
	Iteration 4Q: 3 clusters Score -2133146 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2133701.500000 Penalty: 5019.484375
	Iteration 5Q: 3 clusters Score -2133702 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2134276.750000 Penalty: 5019.484375
	Iteration 6Q: 3 clusters Score -2134277 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2134837.250000 Penalty: 5019.484375
	Iteration 7Q: 3 clusters Score -2134837 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2135326.750000 Penalty: 5019.484375
	Iteration 8Q: 3 clusters Score -2135327 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2135753.000000 Penalty: 5019.484375
	Iteration 9Q: 3 clusters Score -2135753 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2136117.500000 Penalty: 5019.484375
	Iteration 10Q: 3 clusters Score -2136118 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2136400.250000 Penalty: 5019.484375
	Iteration 11Q: 3 clusters Score -2136400 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2136652.750000 Penalty: 5019.484375
	Iteration 12Q: 3 clusters Score -2136653 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2136891.500000 Penalty: 5019.484375
	Iteration 13Q: 3 clusters Score -2136892 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2137163.250000 Penalty: 5019.484375
	Iteration 14Q: 3 clusters Score -2137163 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2137474.000000 Penalty: 5019.484375
	Iteration 15Q: 3 clusters Score -2137474 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2137804.500000 Penalty: 5019.484375
	Iteration 16Q: 3 clusters Score -2137804 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2138189.250000 Penalty: 5019.484375
	Iteration 17Q: 3 clusters Score -2138189 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2138599.000000 Penalty: 5019.484375
	Iteration 18Q: 3 clusters Score -2138599 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2138997.750000 Penalty: 5019.484375
	Iteration 19Q: 3 clusters Score -2138998 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2139348.000000 Penalty: 5019.484375
	Iteration 20F: 3 clusters Score -2139348 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -2139656.500000 Penalty: 5019.484375
	Iteration 21Q: 3 clusters Score -2139656 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2139913.750000 Penalty: 5019.484375
	Iteration 22Q: 3 clusters Score -2139914 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2140102.250000 Penalty: 5019.484375
	Iteration 23Q: 3 clusters Score -2140102 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2140238.000000 Penalty: 5019.484375
	Iteration 24Q: 3 clusters Score -2140238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2140320.250000 Penalty: 5019.484375
	Iteration 25Q: 3 clusters Score -2140320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -2140375.500000 Penalty: 5019.484375
	Iteration 26Q: 3 clusters Score -2140376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2140416.000000 Penalty: 5019.484375
	Iteration 27Q: 3 clusters Score -2140416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2140443.500000 Penalty: 5019.484375
	Iteration 28Q: 3 clusters Score -2140444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2140469.250000 Penalty: 5019.484375
	Iteration 29Q: 3 clusters Score -2140469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2140480.750000 Penalty: 5019.484375
	Iteration 30Q: 3 clusters Score -2140481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -2140494.500000 Penalty: 5019.484375
	Iteration 31Q: 3 clusters Score -2140494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2140501.750000 Penalty: 5019.484375
	Iteration 32Q: 3 clusters Score -2140502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2140522.500000 Penalty: 5019.484375
	Iteration 33Q: 3 clusters Score -2140522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2140534.500000 Penalty: 5019.484375
	Iteration 34Q: 3 clusters Score -2140534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -2140541.750000 Penalty: 5019.484375
	Iteration 35Q: 3 clusters Score -2140542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -2140553.000000 Penalty: 5019.484375
	Iteration 36Q: 3 clusters Score -2140553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -2140556.750000 Penalty: 5019.484375
	Iteration 37Q: 3 clusters Score -2140557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2140560.000000 Penalty: 5019.484375
	Iteration 38Q: 3 clusters Score -2140560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -2140570.000000 Penalty: 5019.484375
	Iteration 39Q: 3 clusters Score -2140570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2140574.250000 Penalty: 5019.484375
	Iteration 40F: 3 clusters Score -2140574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2140576.000000 Penalty: 5019.484375
	Iteration 41Q: 3 clusters Score -2140576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2140578.500000 Penalty: 5019.484375
	Iteration 42Q: 3 clusters Score -2140578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2140578.500000 Penalty: 5019.484375
	Iteration 43F: 3 clusters Score -2140578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -618657.750000 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -618657.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -612444.750000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -612444.8 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -614304.625000 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -614304.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -614708.000000 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -614708 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -615057.062500 Penalty: 4442.350098
	Iteration 3F: 3 clusters Score -615057.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -615351.000000 Penalty: 4442.350098
	Iteration 4F: 3 clusters Score -615351 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -615568.125000 Penalty: 4442.350098
	Iteration 5Q: 3 clusters Score -615568.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -615757.875000 Penalty: 4442.350098
	Iteration 6Q: 3 clusters Score -615757.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -615926.625000 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -615926.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -616070.187500 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -616070.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -616203.625000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -616203.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -616329.062500 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -616329.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -616437.937500 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -616437.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -616541.437500 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -616541.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -616627.437500 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -616627.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -616702.312500 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -616702.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -616765.437500 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -616765.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -616823.000000 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -616823 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -616872.000000 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -616872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -616920.750000 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -616920.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -616960.187500 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -616960.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -616999.312500 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -616999.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -617036.937500 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -617036.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -617064.062500 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -617064.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -617092.437500 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -617092.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -617113.500000 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -617113.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -617134.187500 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -617134.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -617151.125000 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -617151.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -617162.250000 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -617162.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -617174.312500 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -617174.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -617181.187500 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -617181.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -617189.062500 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -617189.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -617194.937500 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -617194.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -617204.750000 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -617204.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -617216.750000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -617216.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -617223.812500 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -617223.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -617233.375000 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -617233.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -617242.312500 Penalty: 4442.350098
	Iteration 36Q: 3 clusters Score -617242.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -617248.250000 Penalty: 4442.350098
	Iteration 37Q: 3 clusters Score -617248.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -617252.125000 Penalty: 4442.350098
	Iteration 38Q: 3 clusters Score -617252.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -617258.000000 Penalty: 4442.350098
	Iteration 39Q: 3 clusters Score -617258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -617262.875000 Penalty: 4442.350098
	Iteration 40F: 3 clusters Score -617262.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -617266.250000 Penalty: 4442.350098
	Iteration 41Q: 3 clusters Score -617266.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -617270.000000 Penalty: 4442.350098
	Iteration 42Q: 3 clusters Score -617270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -617271.875000 Penalty: 4442.350098
	Iteration 43Q: 3 clusters Score -617271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -617275.375000 Penalty: 4442.350098
	Iteration 44Q: 3 clusters Score -617275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -617278.250000 Penalty: 4442.350098
	Iteration 45Q: 3 clusters Score -617278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -617280.187500 Penalty: 4442.350098
	Iteration 46Q: 3 clusters Score -617280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -617283.812500 Penalty: 4442.350098
	Iteration 47Q: 3 clusters Score -617283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -617288.562500 Penalty: 4442.350098
	Iteration 48Q: 3 clusters Score -617288.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -617293.500000 Penalty: 4442.350098
	Iteration 49Q: 3 clusters Score -617293.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -617296.687500 Penalty: 4442.350098
	Iteration 50Q: 3 clusters Score -617296.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -617300.062500 Penalty: 4442.350098
	Iteration 51Q: 3 clusters Score -617300.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -617304.125000 Penalty: 4442.350098
	Iteration 52Q: 3 clusters Score -617304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -617308.187500 Penalty: 4442.350098
	Iteration 53Q: 3 clusters Score -617308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -617312.062500 Penalty: 4442.350098
	Iteration 54Q: 3 clusters Score -617312.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -617315.687500 Penalty: 4442.350098
	Iteration 55Q: 3 clusters Score -617315.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -617319.750000 Penalty: 4442.350098
	Iteration 56Q: 3 clusters Score -617319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -617320.312500 Penalty: 4442.350098
	Iteration 57Q: 3 clusters Score -617320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -617323.125000 Penalty: 4442.350098
	Iteration 58Q: 3 clusters Score -617323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -617325.312500 Penalty: 4442.350098
	Iteration 59Q: 3 clusters Score -617325.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -617330.500000 Penalty: 4442.350098
	Iteration 60F: 3 clusters Score -617330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -617334.062500 Penalty: 4442.350098
	Iteration 61Q: 3 clusters Score -617334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -617338.687500 Penalty: 4442.350098
	Iteration 62Q: 3 clusters Score -617338.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -617342.062500 Penalty: 4442.350098
	Iteration 63Q: 3 clusters Score -617342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -617344.250000 Penalty: 4442.350098
	Iteration 64Q: 3 clusters Score -617344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -617346.500000 Penalty: 4442.350098
	Iteration 65Q: 3 clusters Score -617346.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -617352.375000 Penalty: 4442.350098
	Iteration 66Q: 3 clusters Score -617352.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -617357.562500 Penalty: 4442.350098
	Iteration 67Q: 3 clusters Score -617357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -617361.062500 Penalty: 4442.350098
	Iteration 68Q: 3 clusters Score -617361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -617364.187500 Penalty: 4442.350098
	Iteration 69Q: 3 clusters Score -617364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -617365.000000 Penalty: 4442.350098
	Iteration 70Q: 3 clusters Score -617365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -617368.250000 Penalty: 4442.350098
	Iteration 71Q: 3 clusters Score -617368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -617371.875000 Penalty: 4442.350098
	Iteration 72Q: 3 clusters Score -617371.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -617374.437500 Penalty: 4442.350098
	Iteration 73Q: 3 clusters Score -617374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -617374.125000 Penalty: 4442.350098
	Iteration 74Q: 3 clusters Score -617374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -617374.125000 Penalty: 4442.350098
	Iteration 75F: 3 clusters Score -617374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Entering Unmasked Estep 
Score: -468139.781250 Penalty: 2128.300537
	Iteration 0F: 2 clusters Score -468139.8 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 2633 members 
Entering Unmasked Estep 
Score: -463407.906250 Penalty: 4256.601074
	Iteration 0F: 3 clusters Score -463407.9 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -464524.125000 Penalty: 4256.601074
	Iteration 1F: 3 clusters Score -464524.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -464761.062500 Penalty: 4256.601074
	Iteration 2F: 3 clusters Score -464761.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -464929.343750 Penalty: 4256.601074
	Iteration 3F: 3 clusters Score -464929.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -465063.625000 Penalty: 4256.601074
	Iteration 4Q: 3 clusters Score -465063.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -465184.875000 Penalty: 4256.601074
	Iteration 5Q: 3 clusters Score -465184.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -465288.062500 Penalty: 4256.601074
	Iteration 6Q: 3 clusters Score -465288.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -465372.843750 Penalty: 4256.601074
	Iteration 7Q: 3 clusters Score -465372.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -465459.062500 Penalty: 4256.601074
	Iteration 8Q: 3 clusters Score -465459.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -465535.625000 Penalty: 4256.601074
	Iteration 9Q: 3 clusters Score -465535.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -465605.968750 Penalty: 4256.601074
	Iteration 10Q: 3 clusters Score -465606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -465683.343750 Penalty: 4256.601074
	Iteration 11Q: 3 clusters Score -465683.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -465756.593750 Penalty: 4256.601074
	Iteration 12Q: 3 clusters Score -465756.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -465833.718750 Penalty: 4256.601074
	Iteration 13Q: 3 clusters Score -465833.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -465910.843750 Penalty: 4256.601074
	Iteration 14Q: 3 clusters Score -465910.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -465996.000000 Penalty: 4256.601074
	Iteration 15Q: 3 clusters Score -465996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -466054.781250 Penalty: 4256.601074
	Iteration 16Q: 3 clusters Score -466054.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -466106.500000 Penalty: 4256.601074
	Iteration 17Q: 3 clusters Score -466106.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -466146.750000 Penalty: 4256.601074
	Iteration 18Q: 3 clusters Score -466146.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -466176.406250 Penalty: 4256.601074
	Iteration 19Q: 3 clusters Score -466176.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -466202.031250 Penalty: 4256.601074
	Iteration 20F: 3 clusters Score -466202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -466218.343750 Penalty: 4256.601074
	Iteration 21Q: 3 clusters Score -466218.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -466231.718750 Penalty: 4256.601074
	Iteration 22Q: 3 clusters Score -466231.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -466245.968750 Penalty: 4256.601074
	Iteration 23Q: 3 clusters Score -466246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -466257.281250 Penalty: 4256.601074
	Iteration 24Q: 3 clusters Score -466257.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -466268.437500 Penalty: 4256.601074
	Iteration 25Q: 3 clusters Score -466268.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -466277.906250 Penalty: 4256.601074
	Iteration 26Q: 3 clusters Score -466277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -466283.843750 Penalty: 4256.601074
	Iteration 27Q: 3 clusters Score -466283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -466288.750000 Penalty: 4256.601074
	Iteration 28Q: 3 clusters Score -466288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -466291.406250 Penalty: 4256.601074
	Iteration 29Q: 3 clusters Score -466291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -466291.406250 Penalty: 4256.601074
	Iteration 30F: 3 clusters Score -466291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -524295.562500 Penalty: 2157.065918
	Iteration 0F: 2 clusters Score -524295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -519054.406250 Penalty: 4314.131836
	Iteration 0F: 3 clusters Score -519054.4 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -520390.687500 Penalty: 4314.131836
	Iteration 1F: 3 clusters Score -520390.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -520625.250000 Penalty: 4314.131836
	Iteration 2F: 3 clusters Score -520625.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -520767.500000 Penalty: 4314.131836
	Iteration 3F: 3 clusters Score -520767.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -520868.781250 Penalty: 4314.131836
	Iteration 4Q: 3 clusters Score -520868.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -520943.093750 Penalty: 4314.131836
	Iteration 5Q: 3 clusters Score -520943.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -521004.562500 Penalty: 4314.131836
	Iteration 6Q: 3 clusters Score -521004.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -521048.250000 Penalty: 4314.131836
	Iteration 7Q: 3 clusters Score -521048.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -521091.781250 Penalty: 4314.131836
	Iteration 8Q: 3 clusters Score -521091.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -521140.031250 Penalty: 4314.131836
	Iteration 9Q: 3 clusters Score -521140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -521186.968750 Penalty: 4314.131836
	Iteration 10Q: 3 clusters Score -521187 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -521238.812500 Penalty: 4314.131836
	Iteration 11Q: 3 clusters Score -521238.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -521292.562500 Penalty: 4314.131836
	Iteration 12Q: 3 clusters Score -521292.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -521342.937500 Penalty: 4314.131836
	Iteration 13Q: 3 clusters Score -521342.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -521401.062500 Penalty: 4314.131836
	Iteration 14Q: 3 clusters Score -521401.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -521465.687500 Penalty: 4314.131836
	Iteration 15Q: 3 clusters Score -521465.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -521546.875000 Penalty: 4314.131836
	Iteration 16Q: 3 clusters Score -521546.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -521629.968750 Penalty: 4314.131836
	Iteration 17Q: 3 clusters Score -521630 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -521723.343750 Penalty: 4314.131836
	Iteration 18Q: 3 clusters Score -521723.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -521814.375000 Penalty: 4314.131836
	Iteration 19Q: 3 clusters Score -521814.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -521906.343750 Penalty: 4314.131836
	Iteration 20F: 3 clusters Score -521906.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -521989.187500 Penalty: 4314.131836
	Iteration 21Q: 3 clusters Score -521989.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -522061.187500 Penalty: 4314.131836
	Iteration 22Q: 3 clusters Score -522061.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -522129.281250 Penalty: 4314.131836
	Iteration 23Q: 3 clusters Score -522129.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -522198.343750 Penalty: 4314.131836
	Iteration 24Q: 3 clusters Score -522198.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -522244.531250 Penalty: 4314.131836
	Iteration 25Q: 3 clusters Score -522244.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -522276.625000 Penalty: 4314.131836
	Iteration 26Q: 3 clusters Score -522276.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -522298.187500 Penalty: 4314.131836
	Iteration 27Q: 3 clusters Score -522298.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -522316.062500 Penalty: 4314.131836
	Iteration 28Q: 3 clusters Score -522316.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -522337.312500 Penalty: 4314.131836
	Iteration 29Q: 3 clusters Score -522337.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -522358.781250 Penalty: 4314.131836
	Iteration 30Q: 3 clusters Score -522358.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -522373.593750 Penalty: 4314.131836
	Iteration 31Q: 3 clusters Score -522373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -522386.781250 Penalty: 4314.131836
	Iteration 32Q: 3 clusters Score -522386.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -522398.718750 Penalty: 4314.131836
	Iteration 33Q: 3 clusters Score -522398.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -522414.500000 Penalty: 4314.131836
	Iteration 34Q: 3 clusters Score -522414.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -522421.937500 Penalty: 4314.131836
	Iteration 35Q: 3 clusters Score -522421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -522425.750000 Penalty: 4314.131836
	Iteration 36Q: 3 clusters Score -522425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -522431.156250 Penalty: 4314.131836
	Iteration 37Q: 3 clusters Score -522431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -522436.406250 Penalty: 4314.131836
	Iteration 38Q: 3 clusters Score -522436.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -522444.343750 Penalty: 4314.131836
	Iteration 39Q: 3 clusters Score -522444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -522446.062500 Penalty: 4314.131836
	Iteration 40F: 3 clusters Score -522446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -522449.031250 Penalty: 4314.131836
	Iteration 41Q: 3 clusters Score -522449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -522452.875000 Penalty: 4314.131836
	Iteration 42Q: 3 clusters Score -522452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -522457.093750 Penalty: 4314.131836
	Iteration 43Q: 3 clusters Score -522457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -522466.343750 Penalty: 4314.131836
	Iteration 44Q: 3 clusters Score -522466.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -522469.968750 Penalty: 4314.131836
	Iteration 45Q: 3 clusters Score -522470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -522469.968750 Penalty: 4314.131836
	Iteration 46F: 3 clusters Score -522470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -790845.312500 Penalty: 2260.447998
	Iteration 0F: 2 clusters Score -790845.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -783802.562500 Penalty: 4520.895996
	Iteration 0F: 3 clusters Score -783802.6 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -785686.750000 Penalty: 4520.895996
	Iteration 1F: 3 clusters Score -785686.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -785956.625000 Penalty: 4520.895996
	Iteration 2F: 3 clusters Score -785956.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -786118.437500 Penalty: 4520.895996
	Iteration 3Q: 3 clusters Score -786118.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -786236.187500 Penalty: 4520.895996
	Iteration 4Q: 3 clusters Score -786236.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -786321.812500 Penalty: 4520.895996
	Iteration 5Q: 3 clusters Score -786321.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -786389.000000 Penalty: 4520.895996
	Iteration 6Q: 3 clusters Score -786389 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -786447.562500 Penalty: 4520.895996
	Iteration 7Q: 3 clusters Score -786447.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -786502.062500 Penalty: 4520.895996
	Iteration 8Q: 3 clusters Score -786502.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -786541.875000 Penalty: 4520.895996
	Iteration 9Q: 3 clusters Score -786541.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -786580.000000 Penalty: 4520.895996
	Iteration 10Q: 3 clusters Score -786580 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -786615.125000 Penalty: 4520.895996
	Iteration 11Q: 3 clusters Score -786615.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -786669.687500 Penalty: 4520.895996
	Iteration 12Q: 3 clusters Score -786669.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -786732.687500 Penalty: 4520.895996
	Iteration 13Q: 3 clusters Score -786732.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -786801.062500 Penalty: 4520.895996
	Iteration 14Q: 3 clusters Score -786801.1 nChanged 193
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: -786877.437500 Penalty: 4520.895996
	Iteration 15Q: 3 clusters Score -786877.4 nChanged 222
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: -786974.625000 Penalty: 4520.895996
	Iteration 16Q: 3 clusters Score -786974.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -787099.750000 Penalty: 4520.895996
	Iteration 17Q: 3 clusters Score -787099.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -787257.250000 Penalty: 4520.895996
	Iteration 18Q: 3 clusters Score -787257.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -787436.500000 Penalty: 4520.895996
	Iteration 19Q: 3 clusters Score -787436.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -787636.687500 Penalty: 4520.895996
	Iteration 20F: 3 clusters Score -787636.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -787838.812500 Penalty: 4520.895996
	Iteration 21Q: 3 clusters Score -787838.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -788022.625000 Penalty: 4520.895996
	Iteration 22Q: 3 clusters Score -788022.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -788202.812500 Penalty: 4520.895996
	Iteration 23Q: 3 clusters Score -788202.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -788360.437500 Penalty: 4520.895996
	Iteration 24Q: 3 clusters Score -788360.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -788499.937500 Penalty: 4520.895996
	Iteration 25Q: 3 clusters Score -788499.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -788610.187500 Penalty: 4520.895996
	Iteration 26Q: 3 clusters Score -788610.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -788678.000000 Penalty: 4520.895996
	Iteration 27Q: 3 clusters Score -788678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -788712.875000 Penalty: 4520.895996
	Iteration 28Q: 3 clusters Score -788712.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -788738.375000 Penalty: 4520.895996
	Iteration 29Q: 3 clusters Score -788738.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -788753.687500 Penalty: 4520.895996
	Iteration 30Q: 3 clusters Score -788753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -788776.125000 Penalty: 4520.895996
	Iteration 31Q: 3 clusters Score -788776.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -788794.437500 Penalty: 4520.895996
	Iteration 32Q: 3 clusters Score -788794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -788803.000000 Penalty: 4520.895996
	Iteration 33Q: 3 clusters Score -788803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -788817.437500 Penalty: 4520.895996
	Iteration 34Q: 3 clusters Score -788817.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -788827.937500 Penalty: 4520.895996
	Iteration 35Q: 3 clusters Score -788827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -788833.375000 Penalty: 4520.895996
	Iteration 36Q: 3 clusters Score -788833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -788837.562500 Penalty: 4520.895996
	Iteration 37Q: 3 clusters Score -788837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -788842.500000 Penalty: 4520.895996
	Iteration 38Q: 3 clusters Score -788842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -788848.375000 Penalty: 4520.895996
	Iteration 39Q: 3 clusters Score -788848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -788851.000000 Penalty: 4520.895996
	Iteration 40F: 3 clusters Score -788851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -788852.312500 Penalty: 4520.895996
	Iteration 41Q: 3 clusters Score -788852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -788852.312500 Penalty: 4520.895996
	Iteration 42F: 3 clusters Score -788852.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -276700.093750 Penalty: 1998.465210
	Iteration 0F: 2 clusters Score -276700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -273375.031250 Penalty: 3996.930420
	Iteration 0F: 3 clusters Score -273375 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -274093.875000 Penalty: 3996.930420
	Iteration 1F: 3 clusters Score -274093.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -274277.375000 Penalty: 3996.930420
	Iteration 2F: 3 clusters Score -274277.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -274376.718750 Penalty: 3996.930420
	Iteration 3Q: 3 clusters Score -274376.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -274444.843750 Penalty: 3996.930420
	Iteration 4Q: 3 clusters Score -274444.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -274480.468750 Penalty: 3996.930420
	Iteration 5Q: 3 clusters Score -274480.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -274504.500000 Penalty: 3996.930420
	Iteration 6Q: 3 clusters Score -274504.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -274522.562500 Penalty: 3996.930420
	Iteration 7Q: 3 clusters Score -274522.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -274539.031250 Penalty: 3996.930420
	Iteration 8Q: 3 clusters Score -274539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -274550.781250 Penalty: 3996.930420
	Iteration 9Q: 3 clusters Score -274550.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -274562.718750 Penalty: 3996.930420
	Iteration 10Q: 3 clusters Score -274562.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -274572.000000 Penalty: 3996.930420
	Iteration 11Q: 3 clusters Score -274572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -274579.875000 Penalty: 3996.930420
	Iteration 12Q: 3 clusters Score -274579.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -274585.562500 Penalty: 3996.930420
	Iteration 13Q: 3 clusters Score -274585.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -274590.562500 Penalty: 3996.930420
	Iteration 14Q: 3 clusters Score -274590.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -274594.718750 Penalty: 3996.930420
	Iteration 15Q: 3 clusters Score -274594.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -274600.625000 Penalty: 3996.930420
	Iteration 16Q: 3 clusters Score -274600.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -274610.968750 Penalty: 3996.930420
	Iteration 17Q: 3 clusters Score -274611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -274620.156250 Penalty: 3996.930420
	Iteration 18Q: 3 clusters Score -274620.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -274626.718750 Penalty: 3996.930420
	Iteration 19Q: 3 clusters Score -274626.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -274634.468750 Penalty: 3996.930420
	Iteration 20F: 3 clusters Score -274634.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -274643.500000 Penalty: 3996.930420
	Iteration 21Q: 3 clusters Score -274643.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -274651.843750 Penalty: 3996.930420
	Iteration 22Q: 3 clusters Score -274651.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -274660.156250 Penalty: 3996.930420
	Iteration 23Q: 3 clusters Score -274660.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -274666.656250 Penalty: 3996.930420
	Iteration 24Q: 3 clusters Score -274666.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -274670.000000 Penalty: 3996.930420
	Iteration 25Q: 3 clusters Score -274670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -274672.312500 Penalty: 3996.930420
	Iteration 26Q: 3 clusters Score -274672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -274675.625000 Penalty: 3996.930420
	Iteration 27Q: 3 clusters Score -274675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -274677.093750 Penalty: 3996.930420
	Iteration 28Q: 3 clusters Score -274677.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -274680.281250 Penalty: 3996.930420
	Iteration 29Q: 3 clusters Score -274680.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -274683.375000 Penalty: 3996.930420
	Iteration 30Q: 3 clusters Score -274683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -274684.687500 Penalty: 3996.930420
	Iteration 31Q: 3 clusters Score -274684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -274685.593750 Penalty: 3996.930420
	Iteration 32Q: 3 clusters Score -274685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -274685.937500 Penalty: 3996.930420
	Iteration 33Q: 3 clusters Score -274685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -274687.062500 Penalty: 3996.930420
	Iteration 34Q: 3 clusters Score -274687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -274687.656250 Penalty: 3996.930420
	Iteration 35Q: 3 clusters Score -274687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -274688.593750 Penalty: 3996.930420
	Iteration 36Q: 3 clusters Score -274688.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -274688.593750 Penalty: 3996.930420
	Iteration 37F: 3 clusters Score -274688.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Entering Unmasked Estep 
Score: -686040.562500 Penalty: 2230.154297
	Iteration 0F: 2 clusters Score -686040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -679573.125000 Penalty: 4460.308594
	Iteration 0F: 3 clusters Score -679573.1 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -681324.187500 Penalty: 4460.308594
	Iteration 1F: 3 clusters Score -681324.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -681602.375000 Penalty: 4460.308594
	Iteration 2F: 3 clusters Score -681602.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -681810.125000 Penalty: 4460.308594
	Iteration 3F: 3 clusters Score -681810.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -681971.375000 Penalty: 4460.308594
	Iteration 4Q: 3 clusters Score -681971.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -682139.500000 Penalty: 4460.308594
	Iteration 5Q: 3 clusters Score -682139.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -682328.375000 Penalty: 4460.308594
	Iteration 6Q: 3 clusters Score -682328.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -682546.125000 Penalty: 4460.308594
	Iteration 7Q: 3 clusters Score -682546.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -682775.000000 Penalty: 4460.308594
	Iteration 8Q: 3 clusters Score -682775 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -683018.687500 Penalty: 4460.308594
	Iteration 9Q: 3 clusters Score -683018.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -683241.000000 Penalty: 4460.308594
	Iteration 10Q: 3 clusters Score -683241 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -683458.750000 Penalty: 4460.308594
	Iteration 11Q: 3 clusters Score -683458.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -683633.312500 Penalty: 4460.308594
	Iteration 12Q: 3 clusters Score -683633.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -683749.750000 Penalty: 4460.308594
	Iteration 13Q: 3 clusters Score -683749.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -683838.812500 Penalty: 4460.308594
	Iteration 14Q: 3 clusters Score -683838.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -683898.125000 Penalty: 4460.308594
	Iteration 15Q: 3 clusters Score -683898.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -683947.250000 Penalty: 4460.308594
	Iteration 16Q: 3 clusters Score -683947.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -683984.250000 Penalty: 4460.308594
	Iteration 17Q: 3 clusters Score -683984.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -684003.687500 Penalty: 4460.308594
	Iteration 18Q: 3 clusters Score -684003.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -684022.750000 Penalty: 4460.308594
	Iteration 19Q: 3 clusters Score -684022.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -684035.562500 Penalty: 4460.308594
	Iteration 20F: 3 clusters Score -684035.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -684046.875000 Penalty: 4460.308594
	Iteration 21Q: 3 clusters Score -684046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -684057.875000 Penalty: 4460.308594
	Iteration 22Q: 3 clusters Score -684057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -684071.687500 Penalty: 4460.308594
	Iteration 23Q: 3 clusters Score -684071.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -684080.062500 Penalty: 4460.308594
	Iteration 24Q: 3 clusters Score -684080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -684087.250000 Penalty: 4460.308594
	Iteration 25Q: 3 clusters Score -684087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -684091.500000 Penalty: 4460.308594
	Iteration 26Q: 3 clusters Score -684091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -684092.562500 Penalty: 4460.308594
	Iteration 27Q: 3 clusters Score -684092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -684096.562500 Penalty: 4460.308594
	Iteration 28Q: 3 clusters Score -684096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -684100.687500 Penalty: 4460.308594
	Iteration 29Q: 3 clusters Score -684100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -684103.250000 Penalty: 4460.308594
	Iteration 30Q: 3 clusters Score -684103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -684103.812500 Penalty: 4460.308594
	Iteration 31Q: 3 clusters Score -684103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -684105.500000 Penalty: 4460.308594
	Iteration 32Q: 3 clusters Score -684105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -684106.437500 Penalty: 4460.308594
	Iteration 33Q: 3 clusters Score -684106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -684106.437500 Penalty: 4460.308594
	Iteration 34F: 3 clusters Score -684106.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Entering Unmasked Estep 
Score: -1702248.625000 Penalty: 2453.572510
	Iteration 0F: 2 clusters Score -1702249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1688336.250000 Penalty: 4907.145020
	Iteration 0F: 3 clusters Score -1688336 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1693100.500000 Penalty: 4907.145020
	Iteration 1F: 3 clusters Score -1693100 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1693557.375000 Penalty: 4907.145020
	Iteration 2F: 3 clusters Score -1693557 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1694028.875000 Penalty: 4907.145020
	Iteration 3F: 3 clusters Score -1694029 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1694513.000000 Penalty: 4907.145020
	Iteration 4Q: 3 clusters Score -1694513 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1694998.250000 Penalty: 4907.145020
	Iteration 5Q: 3 clusters Score -1694998 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1695510.500000 Penalty: 4907.145020
	Iteration 6Q: 3 clusters Score -1695510 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1696057.750000 Penalty: 4907.145020
	Iteration 7Q: 3 clusters Score -1696058 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1696612.625000 Penalty: 4907.145020
	Iteration 8Q: 3 clusters Score -1696613 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1697176.625000 Penalty: 4907.145020
	Iteration 9Q: 3 clusters Score -1697177 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1697669.000000 Penalty: 4907.145020
	Iteration 10Q: 3 clusters Score -1697669 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1698087.500000 Penalty: 4907.145020
	Iteration 11Q: 3 clusters Score -1698088 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1698438.750000 Penalty: 4907.145020
	Iteration 12Q: 3 clusters Score -1698439 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1698794.750000 Penalty: 4907.145020
	Iteration 13Q: 3 clusters Score -1698795 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1699104.000000 Penalty: 4907.145020
	Iteration 14Q: 3 clusters Score -1699104 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1699370.875000 Penalty: 4907.145020
	Iteration 15Q: 3 clusters Score -1699371 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1699574.625000 Penalty: 4907.145020
	Iteration 16Q: 3 clusters Score -1699575 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1699746.500000 Penalty: 4907.145020
	Iteration 17Q: 3 clusters Score -1699746 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1699886.375000 Penalty: 4907.145020
	Iteration 18Q: 3 clusters Score -1699886 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1700007.875000 Penalty: 4907.145020
	Iteration 19Q: 3 clusters Score -1700008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1700107.500000 Penalty: 4907.145020
	Iteration 20F: 3 clusters Score -1700108 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1700166.500000 Penalty: 4907.145020
	Iteration 21Q: 3 clusters Score -1700166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1700219.000000 Penalty: 4907.145020
	Iteration 22Q: 3 clusters Score -1700219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1700255.750000 Penalty: 4907.145020
	Iteration 23Q: 3 clusters Score -1700256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1700284.875000 Penalty: 4907.145020
	Iteration 24Q: 3 clusters Score -1700285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1700305.500000 Penalty: 4907.145020
	Iteration 25Q: 3 clusters Score -1700306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1700325.250000 Penalty: 4907.145020
	Iteration 26Q: 3 clusters Score -1700325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1700349.000000 Penalty: 4907.145020
	Iteration 27Q: 3 clusters Score -1700349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1700361.000000 Penalty: 4907.145020
	Iteration 28Q: 3 clusters Score -1700361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1700376.375000 Penalty: 4907.145020
	Iteration 29Q: 3 clusters Score -1700376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1700391.875000 Penalty: 4907.145020
	Iteration 30Q: 3 clusters Score -1700392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1700404.000000 Penalty: 4907.145020
	Iteration 31Q: 3 clusters Score -1700404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1700407.250000 Penalty: 4907.145020
	Iteration 32Q: 3 clusters Score -1700407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1700414.625000 Penalty: 4907.145020
	Iteration 33Q: 3 clusters Score -1700415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1700417.375000 Penalty: 4907.145020
	Iteration 34Q: 3 clusters Score -1700417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -1700419.875000 Penalty: 4907.145020
	Iteration 35Q: 3 clusters Score -1700420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1700420.625000 Penalty: 4907.145020
	Iteration 36Q: 3 clusters Score -1700421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -1700428.500000 Penalty: 4907.145020
	Iteration 37Q: 3 clusters Score -1700428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1700436.875000 Penalty: 4907.145020
	Iteration 38Q: 3 clusters Score -1700437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1700443.000000 Penalty: 4907.145020
	Iteration 39Q: 3 clusters Score -1700443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1700446.875000 Penalty: 4907.145020
	Iteration 40F: 3 clusters Score -1700447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -1700462.750000 Penalty: 4907.145020
	Iteration 41Q: 3 clusters Score -1700463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1700476.125000 Penalty: 4907.145020
	Iteration 42Q: 3 clusters Score -1700476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1700477.625000 Penalty: 4907.145020
	Iteration 43Q: 3 clusters Score -1700478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1700482.375000 Penalty: 4907.145020
	Iteration 44Q: 3 clusters Score -1700482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1700492.750000 Penalty: 4907.145020
	Iteration 45Q: 3 clusters Score -1700493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1700500.625000 Penalty: 4907.145020
	Iteration 46Q: 3 clusters Score -1700501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1700510.000000 Penalty: 4907.145020
	Iteration 47Q: 3 clusters Score -1700510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1700514.250000 Penalty: 4907.145020
	Iteration 48Q: 3 clusters Score -1700514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1700520.125000 Penalty: 4907.145020
	Iteration 49Q: 3 clusters Score -1700520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1700524.000000 Penalty: 4907.145020
	Iteration 50Q: 3 clusters Score -1700524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1700536.625000 Penalty: 4907.145020
	Iteration 51Q: 3 clusters Score -1700537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1700544.125000 Penalty: 4907.145020
	Iteration 52Q: 3 clusters Score -1700544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1700550.250000 Penalty: 4907.145020
	Iteration 53Q: 3 clusters Score -1700550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1700555.000000 Penalty: 4907.145020
	Iteration 54Q: 3 clusters Score -1700555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1700558.125000 Penalty: 4907.145020
	Iteration 55Q: 3 clusters Score -1700558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1700560.875000 Penalty: 4907.145020
	Iteration 56Q: 3 clusters Score -1700561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -1700562.750000 Penalty: 4907.145020
	Iteration 57Q: 3 clusters Score -1700563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -1700567.125000 Penalty: 4907.145020
	Iteration 58Q: 3 clusters Score -1700567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1700568.625000 Penalty: 4907.145020
	Iteration 59Q: 3 clusters Score -1700569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -1700568.125000 Penalty: 4907.145020
	Iteration 60F: 3 clusters Score -1700568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1700567.875000 Penalty: 4907.145020
	Iteration 61Q: 3 clusters Score -1700568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -1700570.125000 Penalty: 4907.145020
	Iteration 62Q: 3 clusters Score -1700570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1700568.625000 Penalty: 4907.145020
	Iteration 63Q: 3 clusters Score -1700569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1700567.750000 Penalty: 4907.145020
	Iteration 64Q: 3 clusters Score -1700568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1700567.750000 Penalty: 4907.145020
	Iteration 65F: 3 clusters Score -1700568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Entering Unmasked Estep 
Score: -1280808.250000 Penalty: 2377.880859
	Iteration 0F: 2 clusters Score -1280808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1270175.000000 Penalty: 4755.761719
	Iteration 0F: 3 clusters Score -1270175 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1273441.375000 Penalty: 4755.761719
	Iteration 1F: 3 clusters Score -1273441 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1273735.125000 Penalty: 4755.761719
	Iteration 2F: 3 clusters Score -1273735 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1273962.000000 Penalty: 4755.761719
	Iteration 3Q: 3 clusters Score -1273962 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1274140.250000 Penalty: 4755.761719
	Iteration 4Q: 3 clusters Score -1274140 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1274306.500000 Penalty: 4755.761719
	Iteration 5Q: 3 clusters Score -1274306 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1274471.500000 Penalty: 4755.761719
	Iteration 6Q: 3 clusters Score -1274472 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1274660.875000 Penalty: 4755.761719
	Iteration 7Q: 3 clusters Score -1274661 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1274876.750000 Penalty: 4755.761719
	Iteration 8Q: 3 clusters Score -1274877 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1275120.875000 Penalty: 4755.761719
	Iteration 9Q: 3 clusters Score -1275121 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1275458.375000 Penalty: 4755.761719
	Iteration 10Q: 3 clusters Score -1275458 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1275849.750000 Penalty: 4755.761719
	Iteration 11Q: 3 clusters Score -1275850 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1276297.625000 Penalty: 4755.761719
	Iteration 12Q: 3 clusters Score -1276298 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1276764.250000 Penalty: 4755.761719
	Iteration 13Q: 3 clusters Score -1276764 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1277245.500000 Penalty: 4755.761719
	Iteration 14Q: 3 clusters Score -1277246 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1277672.375000 Penalty: 4755.761719
	Iteration 15Q: 3 clusters Score -1277672 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1278029.125000 Penalty: 4755.761719
	Iteration 16Q: 3 clusters Score -1278029 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1278280.000000 Penalty: 4755.761719
	Iteration 17Q: 3 clusters Score -1278280 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1278424.125000 Penalty: 4755.761719
	Iteration 18Q: 3 clusters Score -1278424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1278522.375000 Penalty: 4755.761719
	Iteration 19Q: 3 clusters Score -1278522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1278589.250000 Penalty: 4755.761719
	Iteration 20F: 3 clusters Score -1278589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1278632.250000 Penalty: 4755.761719
	Iteration 21Q: 3 clusters Score -1278632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1278658.875000 Penalty: 4755.761719
	Iteration 22Q: 3 clusters Score -1278659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1278688.500000 Penalty: 4755.761719
	Iteration 23Q: 3 clusters Score -1278688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1278704.125000 Penalty: 4755.761719
	Iteration 24Q: 3 clusters Score -1278704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1278710.750000 Penalty: 4755.761719
	Iteration 25Q: 3 clusters Score -1278711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1278714.250000 Penalty: 4755.761719
	Iteration 26Q: 3 clusters Score -1278714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1278715.500000 Penalty: 4755.761719
	Iteration 27Q: 3 clusters Score -1278716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1278715.500000 Penalty: 4755.761719
	Iteration 28F: 3 clusters Score -1278716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -395164.687500 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -395164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -391005.968750 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -391006 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -391960.968750 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -391961 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -392141.500000 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -392141.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -392260.656250 Penalty: 4173.149902
	Iteration 3Q: 3 clusters Score -392260.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -392331.093750 Penalty: 4173.149902
	Iteration 4Q: 3 clusters Score -392331.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -392377.687500 Penalty: 4173.149902
	Iteration 5Q: 3 clusters Score -392377.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -392408.125000 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -392408.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -392437.093750 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -392437.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -392459.437500 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -392459.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -392471.281250 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -392471.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -392481.687500 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -392481.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -392487.687500 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -392487.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -392491.500000 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -392491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -392494.562500 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -392494.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -392499.312500 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -392499.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -392503.218750 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -392503.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -392509.125000 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -392509.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -392515.250000 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -392515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -392519.093750 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -392519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -392522.906250 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -392522.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -392526.968750 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -392527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -392530.843750 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -392530.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -392534.843750 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -392534.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -392539.125000 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -392539.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -392541.562500 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -392541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -392543.968750 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -392544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -392545.218750 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -392545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -392547.875000 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -392547.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -392550.312500 Penalty: 4173.149902
	Iteration 28Q: 3 clusters Score -392550.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -392553.218750 Penalty: 4173.149902
	Iteration 29Q: 3 clusters Score -392553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -392555.406250 Penalty: 4173.149902
	Iteration 30Q: 3 clusters Score -392555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -392556.718750 Penalty: 4173.149902
	Iteration 31Q: 3 clusters Score -392556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -392557.468750 Penalty: 4173.149902
	Iteration 32Q: 3 clusters Score -392557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -392559.531250 Penalty: 4173.149902
	Iteration 33Q: 3 clusters Score -392559.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -392562.718750 Penalty: 4173.149902
	Iteration 34Q: 3 clusters Score -392562.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -392567.406250 Penalty: 4173.149902
	Iteration 35Q: 3 clusters Score -392567.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -392571.937500 Penalty: 4173.149902
	Iteration 36Q: 3 clusters Score -392571.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -392575.406250 Penalty: 4173.149902
	Iteration 37Q: 3 clusters Score -392575.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -392578.656250 Penalty: 4173.149902
	Iteration 38Q: 3 clusters Score -392578.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -392584.531250 Penalty: 4173.149902
	Iteration 39Q: 3 clusters Score -392584.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -392590.750000 Penalty: 4173.149902
	Iteration 40F: 3 clusters Score -392590.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -392595.250000 Penalty: 4173.149902
	Iteration 41Q: 3 clusters Score -392595.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -392599.968750 Penalty: 4173.149902
	Iteration 42Q: 3 clusters Score -392600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -392605.125000 Penalty: 4173.149902
	Iteration 43Q: 3 clusters Score -392605.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -392608.781250 Penalty: 4173.149902
	Iteration 44Q: 3 clusters Score -392608.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -392614.468750 Penalty: 4173.149902
	Iteration 45Q: 3 clusters Score -392614.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -392618.812500 Penalty: 4173.149902
	Iteration 46Q: 3 clusters Score -392618.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -392626.781250 Penalty: 4173.149902
	Iteration 47Q: 3 clusters Score -392626.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -392631.468750 Penalty: 4173.149902
	Iteration 48Q: 3 clusters Score -392631.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -392634.625000 Penalty: 4173.149902
	Iteration 49Q: 3 clusters Score -392634.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -392639.156250 Penalty: 4173.149902
	Iteration 50Q: 3 clusters Score -392639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -392640.718750 Penalty: 4173.149902
	Iteration 51Q: 3 clusters Score -392640.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -392641.750000 Penalty: 4173.149902
	Iteration 52Q: 3 clusters Score -392641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -392642.406250 Penalty: 4173.149902
	Iteration 53Q: 3 clusters Score -392642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -392643.781250 Penalty: 4173.149902
	Iteration 54Q: 3 clusters Score -392643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -392644.656250 Penalty: 4173.149902
	Iteration 55Q: 3 clusters Score -392644.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -392646.875000 Penalty: 4173.149902
	Iteration 56Q: 3 clusters Score -392646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -392647.593750 Penalty: 4173.149902
	Iteration 57Q: 3 clusters Score -392647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -392649.468750 Penalty: 4173.149902
	Iteration 58Q: 3 clusters Score -392649.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -392650.687500 Penalty: 4173.149902
	Iteration 59Q: 3 clusters Score -392650.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -392654.062500 Penalty: 4173.149902
	Iteration 60F: 3 clusters Score -392654.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -392658.156250 Penalty: 4173.149902
	Iteration 61Q: 3 clusters Score -392658.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -392664.343750 Penalty: 4173.149902
	Iteration 62Q: 3 clusters Score -392664.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -392670.093750 Penalty: 4173.149902
	Iteration 63Q: 3 clusters Score -392670.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -392675.343750 Penalty: 4173.149902
	Iteration 64Q: 3 clusters Score -392675.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -392679.312500 Penalty: 4173.149902
	Iteration 65Q: 3 clusters Score -392679.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -392682.031250 Penalty: 4173.149902
	Iteration 66Q: 3 clusters Score -392682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -392684.062500 Penalty: 4173.149902
	Iteration 67Q: 3 clusters Score -392684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -392685.406250 Penalty: 4173.149902
	Iteration 68Q: 3 clusters Score -392685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -392686.031250 Penalty: 4173.149902
	Iteration 69Q: 3 clusters Score -392686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -392686.218750 Penalty: 4173.149902
	Iteration 70Q: 3 clusters Score -392686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -392686.468750 Penalty: 4173.149902
	Iteration 71Q: 3 clusters Score -392686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -392686.468750 Penalty: 4173.149902
	Iteration 72Q: 3 clusters Score -392686.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -392686.468750 Penalty: 4173.149902
	Iteration 73F: 3 clusters Score -392686.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14489 members 
Mstep: Class 3 contains 6718 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16631 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 40313 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11407 members 
Mstep: Class 16 contains 107751 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19478 members 
Mstep: Class 22 contains 12849 members 
Mstep: Class 23 contains 2865 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7757 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 9088 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8043 members 
Mstep: Class 31 contains 19800 members 
Mstep: Class 32 contains 14592 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154364.000000 Penalty: 106802.460938
Iteration 119Q: 34 clusters Score -3.815436e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14490 members 
Mstep: Class 3 contains 6720 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 16631 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 16893 members 
Mstep: Class 9 contains 40312 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11407 members 
Mstep: Class 16 contains 107747 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19476 members 
Mstep: Class 22 contains 12845 members 
Mstep: Class 23 contains 2868 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7756 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 9083 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8061 members 
Mstep: Class 31 contains 19800 members 
Mstep: Class 32 contains 14593 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154412.000000 Penalty: 106802.460938
Iteration 120F: 34 clusters Score -3.815441e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14491 members 
Mstep: Class 3 contains 6723 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4669 members 
Mstep: Class 6 contains 16636 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 8 contains 16890 members 
Mstep: Class 9 contains 40313 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11407 members 
Mstep: Class 16 contains 107741 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19470 members 
Mstep: Class 22 contains 12845 members 
Mstep: Class 23 contains 2872 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7756 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 9077 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8072 members 
Mstep: Class 31 contains 19801 members 
Mstep: Class 32 contains 14595 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154432.000000 Penalty: 106802.460938
Iteration 121Q: 34 clusters Score -3.815443e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14496 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4668 members 
Mstep: Class 6 contains 16638 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 16890 members 
Mstep: Class 9 contains 40310 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11407 members 
Mstep: Class 16 contains 107735 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19462 members 
Mstep: Class 22 contains 12844 members 
Mstep: Class 23 contains 2881 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7757 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 9071 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8081 members 
Mstep: Class 31 contains 19803 members 
Mstep: Class 32 contains 14595 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154416.000000 Penalty: 106802.460938
Iteration 122Q: 34 clusters Score -3.815442e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 6723 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 16639 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 16890 members 
Mstep: Class 9 contains 40310 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3611 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11409 members 
Mstep: Class 16 contains 107733 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19451 members 
Mstep: Class 22 contains 12842 members 
Mstep: Class 23 contains 2888 members 
Mstep: Class 24 contains 24832 members 
Mstep: Class 25 contains 7758 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 9066 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8087 members 
Mstep: Class 31 contains 19810 members 
Mstep: Class 32 contains 14595 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154444.000000 Penalty: 106802.460938
Iteration 123Q: 34 clusters Score -3.815444e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 6726 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 16647 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 40312 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3608 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11415 members 
Mstep: Class 16 contains 107727 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19432 members 
Mstep: Class 22 contains 12838 members 
Mstep: Class 23 contains 2891 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7760 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 9065 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8089 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 14595 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154392.000000 Penalty: 106802.460938
Iteration 124Q: 34 clusters Score -3.815439e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 6729 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 16654 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 40314 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11419 members 
Mstep: Class 16 contains 107723 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19415 members 
Mstep: Class 22 contains 12834 members 
Mstep: Class 23 contains 2893 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7762 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 9063 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8094 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 14599 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154344.000000 Penalty: 106802.460938
Iteration 125Q: 34 clusters Score -3.815434e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14515 members 
Mstep: Class 3 contains 6732 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 16663 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 16883 members 
Mstep: Class 9 contains 40314 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3605 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11425 members 
Mstep: Class 16 contains 107717 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19402 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2894 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7759 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 9063 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8100 members 
Mstep: Class 31 contains 19821 members 
Mstep: Class 32 contains 14600 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154312.000000 Penalty: 106802.460938
Iteration 126Q: 34 clusters Score -3.815431e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14517 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 16670 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 40309 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3602 members 
Mstep: Class 13 contains 29997 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11433 members 
Mstep: Class 16 contains 107716 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19378 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7761 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 9063 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8099 members 
Mstep: Class 31 contains 19828 members 
Mstep: Class 32 contains 14603 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154272.000000 Penalty: 106802.460938
Iteration 127Q: 34 clusters Score -3.815427e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14520 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 16678 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 8 contains 16878 members 
Mstep: Class 9 contains 40304 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3601 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11435 members 
Mstep: Class 16 contains 107716 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19356 members 
Mstep: Class 22 contains 12835 members 
Mstep: Class 23 contains 2895 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7763 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 9063 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8097 members 
Mstep: Class 31 contains 19843 members 
Mstep: Class 32 contains 14606 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154288.000000 Penalty: 106802.460938
Iteration 128Q: 34 clusters Score -3.815429e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14523 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4669 members 
Mstep: Class 6 contains 16681 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 40302 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3600 members 
Mstep: Class 13 contains 29997 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11437 members 
Mstep: Class 16 contains 107715 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19341 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2893 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7764 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 9061 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8097 members 
Mstep: Class 31 contains 19855 members 
Mstep: Class 32 contains 14607 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154316.000000 Penalty: 106802.460938
Iteration 129Q: 34 clusters Score -3.815432e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 14522 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 16687 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 40302 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11441 members 
Mstep: Class 16 contains 107714 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6429 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19323 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2894 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7764 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9062 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8099 members 
Mstep: Class 31 contains 19864 members 
Mstep: Class 32 contains 14609 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154312.000000 Penalty: 106802.460938
Iteration 130Q: 34 clusters Score -3.815431e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4670 members 
Mstep: Class 6 contains 16691 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 40301 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11445 members 
Mstep: Class 16 contains 107714 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6428 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2895 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7760 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9061 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8101 members 
Mstep: Class 31 contains 19877 members 
Mstep: Class 32 contains 14610 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154308.000000 Penalty: 106802.460938
Iteration 131Q: 34 clusters Score -3.815431e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14525 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4669 members 
Mstep: Class 6 contains 16703 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 40298 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11447 members 
Mstep: Class 16 contains 107715 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 19301 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2894 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7752 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 9060 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8103 members 
Mstep: Class 31 contains 19882 members 
Mstep: Class 32 contains 14611 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154324.000000 Penalty: 106802.460938
Iteration 132Q: 34 clusters Score -3.815432e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14525 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 16708 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3596 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11447 members 
Mstep: Class 16 contains 107718 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6422 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19297 members 
Mstep: Class 22 contains 12830 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7750 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9060 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8102 members 
Mstep: Class 31 contains 19887 members 
Mstep: Class 32 contains 14613 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154260.000000 Penalty: 106802.460938
Iteration 133Q: 34 clusters Score -3.815426e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14525 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 16713 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 16883 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3596 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11452 members 
Mstep: Class 16 contains 107717 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6417 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19287 members 
Mstep: Class 22 contains 12828 members 
Mstep: Class 23 contains 2899 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7749 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9060 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8101 members 
Mstep: Class 31 contains 19891 members 
Mstep: Class 32 contains 14613 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154332.000000 Penalty: 106802.460938
Iteration 134Q: 34 clusters Score -3.815433e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11456 members 
Mstep: Class 16 contains 107718 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19276 members 
Mstep: Class 22 contains 12828 members 
Mstep: Class 23 contains 2901 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7749 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9059 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8103 members 
Mstep: Class 31 contains 19894 members 
Mstep: Class 32 contains 14613 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154312.000000 Penalty: 106802.460938
Iteration 135Q: 34 clusters Score -3.815431e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 40293 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3596 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11458 members 
Mstep: Class 16 contains 107720 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6411 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19271 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7749 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9059 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8103 members 
Mstep: Class 31 contains 19901 members 
Mstep: Class 32 contains 14615 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154320.000000 Penalty: 106802.460938
Iteration 136Q: 34 clusters Score -3.815432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 16716 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3596 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11459 members 
Mstep: Class 16 contains 107720 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19268 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7748 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9059 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8104 members 
Mstep: Class 31 contains 19903 members 
Mstep: Class 32 contains 14616 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154316.000000 Penalty: 106802.460938
Iteration 137Q: 34 clusters Score -3.815432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 16716 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 40290 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3594 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11460 members 
Mstep: Class 16 contains 107720 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6406 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19266 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2901 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7748 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9058 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8102 members 
Mstep: Class 31 contains 19907 members 
Mstep: Class 32 contains 14618 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154396.000000 Penalty: 106802.460938
Iteration 138Q: 34 clusters Score -3.81544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 16716 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 40290 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3595 members 
Mstep: Class 13 contains 29990 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11461 members 
Mstep: Class 16 contains 107719 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6405 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2902 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7747 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9057 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8100 members 
Mstep: Class 31 contains 19911 members 
Mstep: Class 32 contains 14619 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154412.000000 Penalty: 106802.460938
Iteration 139Q: 34 clusters Score -3.815441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 40292 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3593 members 
Mstep: Class 13 contains 29990 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11462 members 
Mstep: Class 16 contains 107717 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6405 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7747 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9056 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8100 members 
Mstep: Class 31 contains 19913 members 
Mstep: Class 32 contains 14619 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154428.000000 Penalty: 106802.460938
Iteration 140F: 34 clusters Score -3.815443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14525 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 16714 members 
Mstep: Class 7 contains 2070 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 40294 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29990 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11461 members 
Mstep: Class 16 contains 107714 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6404 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2905 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7746 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9053 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8099 members 
Mstep: Class 31 contains 19919 members 
Mstep: Class 32 contains 14622 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 141Q: 34 clusters Score -3.815442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14526 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 16716 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 40292 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3589 members 
Mstep: Class 13 contains 29988 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11461 members 
Mstep: Class 16 contains 107714 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6405 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19264 members 
Mstep: Class 22 contains 12834 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7746 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9051 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8098 members 
Mstep: Class 31 contains 19926 members 
Mstep: Class 32 contains 14625 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154408.000000 Penalty: 106802.460938
Iteration 142Q: 34 clusters Score -3.815441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14528 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 16718 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16883 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29986 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11461 members 
Mstep: Class 16 contains 107711 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6405 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 19262 members 
Mstep: Class 22 contains 12835 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7743 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8102 members 
Mstep: Class 31 contains 19929 members 
Mstep: Class 32 contains 14627 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154432.000000 Penalty: 106802.460938
Iteration 143Q: 34 clusters Score -3.815443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14529 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16721 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3592 members 
Mstep: Class 13 contains 29985 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11463 members 
Mstep: Class 16 contains 107709 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6404 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19258 members 
Mstep: Class 22 contains 12836 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7741 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9048 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8106 members 
Mstep: Class 31 contains 19928 members 
Mstep: Class 32 contains 14630 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154476.000000 Penalty: 106802.460938
Iteration 144Q: 34 clusters Score -3.815448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14529 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16722 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3593 members 
Mstep: Class 13 contains 29986 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11463 members 
Mstep: Class 16 contains 107709 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6405 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19256 members 
Mstep: Class 22 contains 12835 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 7741 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9045 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8109 members 
Mstep: Class 31 contains 19930 members 
Mstep: Class 32 contains 14630 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154480.000000 Penalty: 106802.460938
Iteration 145Q: 34 clusters Score -3.815448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14530 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16723 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16879 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3594 members 
Mstep: Class 13 contains 29986 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11463 members 
Mstep: Class 16 contains 107709 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19255 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7738 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9042 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8111 members 
Mstep: Class 31 contains 19932 members 
Mstep: Class 32 contains 14631 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154436.000000 Penalty: 106802.460938
Iteration 146Q: 34 clusters Score -3.815444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14536 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16723 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 16878 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3593 members 
Mstep: Class 13 contains 29986 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11462 members 
Mstep: Class 16 contains 107705 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19254 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9041 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8110 members 
Mstep: Class 31 contains 19937 members 
Mstep: Class 32 contains 14632 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 147Q: 34 clusters Score -3.815442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14538 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 16877 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3593 members 
Mstep: Class 13 contains 29986 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11462 members 
Mstep: Class 16 contains 107704 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19256 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7735 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 9037 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8113 members 
Mstep: Class 31 contains 19937 members 
Mstep: Class 32 contains 14633 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154416.000000 Penalty: 106802.460938
Iteration 148Q: 34 clusters Score -3.815442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 16725 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16874 members 
Mstep: Class 9 contains 40292 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3592 members 
Mstep: Class 13 contains 29986 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 11463 members 
Mstep: Class 16 contains 107702 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19261 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7735 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8114 members 
Mstep: Class 31 contains 19937 members 
Mstep: Class 32 contains 14636 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 149Q: 34 clusters Score -3.815442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 16726 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16871 members 
Mstep: Class 9 contains 40292 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29986 members 
Mstep: Class 14 contains 4514 members 
Mstep: Class 15 contains 11463 members 
Mstep: Class 16 contains 107701 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19267 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7734 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9018 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8117 members 
Mstep: Class 31 contains 19936 members 
Mstep: Class 32 contains 14640 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154416.000000 Penalty: 106802.460938
Iteration 150Q: 34 clusters Score -3.815442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16727 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16869 members 
Mstep: Class 9 contains 40292 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29985 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 11465 members 
Mstep: Class 16 contains 107701 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19263 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7734 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9015 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8119 members 
Mstep: Class 31 contains 19937 members 
Mstep: Class 32 contains 14642 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154404.000000 Penalty: 106802.460938
Iteration 151Q: 34 clusters Score -3.81544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16728 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 40293 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3588 members 
Mstep: Class 13 contains 29983 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 11465 members 
Mstep: Class 16 contains 107701 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19266 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7733 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9015 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8119 members 
Mstep: Class 31 contains 19940 members 
Mstep: Class 32 contains 14644 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154424.000000 Penalty: 106802.460938
Iteration 152Q: 34 clusters Score -3.815442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16730 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 40294 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3589 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 11463 members 
Mstep: Class 16 contains 107699 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19267 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7733 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9014 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8119 members 
Mstep: Class 31 contains 19941 members 
Mstep: Class 32 contains 14644 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154408.000000 Penalty: 106802.460938
Iteration 153Q: 34 clusters Score -3.815441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16730 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 40294 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29979 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 11464 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 19266 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7731 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 9012 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8123 members 
Mstep: Class 31 contains 19941 members 
Mstep: Class 32 contains 14644 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154432.000000 Penalty: 106802.460938
Iteration 154Q: 34 clusters Score -3.815443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 16733 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 40294 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3591 members 
Mstep: Class 13 contains 29978 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 11465 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22883 members 
Mstep: Class 21 contains 19269 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24835 members 
Mstep: Class 25 contains 7723 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 9009 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8126 members 
Mstep: Class 31 contains 19942 members 
Mstep: Class 32 contains 14644 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154416.000000 Penalty: 106802.460938
Iteration 155Q: 34 clusters Score -3.815442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 16732 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 40293 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3591 members 
Mstep: Class 13 contains 29978 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 11465 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19272 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7720 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 9007 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8129 members 
Mstep: Class 31 contains 19942 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154416.000000 Penalty: 106802.460938
Iteration 156Q: 34 clusters Score -3.815442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 16733 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 40293 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3591 members 
Mstep: Class 13 contains 29978 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 11465 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19276 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 9004 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 19941 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154436.000000 Penalty: 106802.460938
Iteration 157Q: 34 clusters Score -3.815444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 16736 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 40293 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3591 members 
Mstep: Class 13 contains 29978 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 11465 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19280 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7720 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 19944 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154436.000000 Penalty: 106802.460938
Iteration 158Q: 34 clusters Score -3.815444e+07 nChanged 17
Entering ConstructFrom: 
Score: -38154436.000000 Penalty: 106802.460938
Entering ConstructFrom: 
Trying to split cluster 1 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -215444.546875 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -215444.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -212184.406250 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -212184.4 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -213007.281250 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -213007.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -213290.328125 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -213290.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -213552.125000 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -213552.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -213805.109375 Penalty: 3984.533447
	Iteration 4F: 3 clusters Score -213805.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -214051.453125 Penalty: 3984.533447
	Iteration 5F: 3 clusters Score -214051.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -214305.718750 Penalty: 3984.533447
	Iteration 6F: 3 clusters Score -214305.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -214502.359375 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -214502.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -214662.500000 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -214662.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -214759.281250 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -214759.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -214818.609375 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -214818.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -214853.921875 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -214853.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -214875.734375 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -214875.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -214886.546875 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -214886.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -214889.906250 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -214889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -214894.531250 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -214894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -214895.500000 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -214895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -214895.671875 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -214895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -214896.859375 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -214896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -214897.734375 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -214897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -214898.171875 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -214898.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Entering Unmasked Estep 
Score: -1247618.750000 Penalty: 2377.012451
	Iteration 0F: 2 clusters Score -1247619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1237062.250000 Penalty: 4754.024902
	Iteration 0F: 3 clusters Score -1237062 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1240621.750000 Penalty: 4754.024902
	Iteration 1F: 3 clusters Score -1240622 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1241244.875000 Penalty: 4754.024902
	Iteration 2F: 3 clusters Score -1241245 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1241872.750000 Penalty: 4754.024902
	Iteration 3F: 3 clusters Score -1241873 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1242449.500000 Penalty: 4754.024902
	Iteration 4F: 3 clusters Score -1242450 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1242946.000000 Penalty: 4754.024902
	Iteration 5F: 3 clusters Score -1242946 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1243339.750000 Penalty: 4754.024902
	Iteration 6Q: 3 clusters Score -1243340 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1243649.375000 Penalty: 4754.024902
	Iteration 7Q: 3 clusters Score -1243649 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1243905.500000 Penalty: 4754.024902
	Iteration 8Q: 3 clusters Score -1243906 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1244123.500000 Penalty: 4754.024902
	Iteration 9Q: 3 clusters Score -1244124 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1244320.375000 Penalty: 4754.024902
	Iteration 10Q: 3 clusters Score -1244320 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1244518.250000 Penalty: 4754.024902
	Iteration 11Q: 3 clusters Score -1244518 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1244679.125000 Penalty: 4754.024902
	Iteration 12Q: 3 clusters Score -1244679 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1244790.875000 Penalty: 4754.024902
	Iteration 13Q: 3 clusters Score -1244791 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1244874.250000 Penalty: 4754.024902
	Iteration 14Q: 3 clusters Score -1244874 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1244927.625000 Penalty: 4754.024902
	Iteration 15Q: 3 clusters Score -1244928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1244962.375000 Penalty: 4754.024902
	Iteration 16Q: 3 clusters Score -1244962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1244988.875000 Penalty: 4754.024902
	Iteration 17Q: 3 clusters Score -1244989 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1245014.375000 Penalty: 4754.024902
	Iteration 18Q: 3 clusters Score -1245014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1245037.375000 Penalty: 4754.024902
	Iteration 19Q: 3 clusters Score -1245037 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1245046.125000 Penalty: 4754.024902
	Iteration 20F: 3 clusters Score -1245046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1245069.375000 Penalty: 4754.024902
	Iteration 21Q: 3 clusters Score -1245069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1245081.625000 Penalty: 4754.024902
	Iteration 22Q: 3 clusters Score -1245082 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1245096.875000 Penalty: 4754.024902
	Iteration 23Q: 3 clusters Score -1245097 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1245109.500000 Penalty: 4754.024902
	Iteration 24Q: 3 clusters Score -1245110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1245116.750000 Penalty: 4754.024902
	Iteration 25Q: 3 clusters Score -1245117 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1245132.375000 Penalty: 4754.024902
	Iteration 26Q: 3 clusters Score -1245132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1245148.750000 Penalty: 4754.024902
	Iteration 27Q: 3 clusters Score -1245149 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1245161.125000 Penalty: 4754.024902
	Iteration 28Q: 3 clusters Score -1245161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1245179.750000 Penalty: 4754.024902
	Iteration 29Q: 3 clusters Score -1245180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1245196.500000 Penalty: 4754.024902
	Iteration 30Q: 3 clusters Score -1245196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1245215.875000 Penalty: 4754.024902
	Iteration 31Q: 3 clusters Score -1245216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1245231.375000 Penalty: 4754.024902
	Iteration 32Q: 3 clusters Score -1245231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1245253.125000 Penalty: 4754.024902
	Iteration 33Q: 3 clusters Score -1245253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1245273.125000 Penalty: 4754.024902
	Iteration 34Q: 3 clusters Score -1245273 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1245295.750000 Penalty: 4754.024902
	Iteration 35Q: 3 clusters Score -1245296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1245311.875000 Penalty: 4754.024902
	Iteration 36Q: 3 clusters Score -1245312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1245324.125000 Penalty: 4754.024902
	Iteration 37Q: 3 clusters Score -1245324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1245339.625000 Penalty: 4754.024902
	Iteration 38Q: 3 clusters Score -1245340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1245352.125000 Penalty: 4754.024902
	Iteration 39Q: 3 clusters Score -1245352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1245374.875000 Penalty: 4754.024902
	Iteration 40F: 3 clusters Score -1245375 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1245395.125000 Penalty: 4754.024902
	Iteration 41Q: 3 clusters Score -1245395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1245405.625000 Penalty: 4754.024902
	Iteration 42Q: 3 clusters Score -1245406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1245428.125000 Penalty: 4754.024902
	Iteration 43Q: 3 clusters Score -1245428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1245459.375000 Penalty: 4754.024902
	Iteration 44Q: 3 clusters Score -1245459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1245489.875000 Penalty: 4754.024902
	Iteration 45Q: 3 clusters Score -1245490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1245518.875000 Penalty: 4754.024902
	Iteration 46Q: 3 clusters Score -1245519 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1245539.875000 Penalty: 4754.024902
	Iteration 47Q: 3 clusters Score -1245540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1245555.875000 Penalty: 4754.024902
	Iteration 48Q: 3 clusters Score -1245556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1245576.500000 Penalty: 4754.024902
	Iteration 49Q: 3 clusters Score -1245576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1245596.500000 Penalty: 4754.024902
	Iteration 50Q: 3 clusters Score -1245596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1245610.625000 Penalty: 4754.024902
	Iteration 51Q: 3 clusters Score -1245611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1245621.125000 Penalty: 4754.024902
	Iteration 52Q: 3 clusters Score -1245621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1245632.250000 Penalty: 4754.024902
	Iteration 53Q: 3 clusters Score -1245632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1245641.375000 Penalty: 4754.024902
	Iteration 54Q: 3 clusters Score -1245641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1245648.875000 Penalty: 4754.024902
	Iteration 55Q: 3 clusters Score -1245649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1245661.250000 Penalty: 4754.024902
	Iteration 56Q: 3 clusters Score -1245661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1245665.250000 Penalty: 4754.024902
	Iteration 57Q: 3 clusters Score -1245665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1245665.625000 Penalty: 4754.024902
	Iteration 58Q: 3 clusters Score -1245666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1245672.750000 Penalty: 4754.024902
	Iteration 59Q: 3 clusters Score -1245673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1245675.125000 Penalty: 4754.024902
	Iteration 60F: 3 clusters Score -1245675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1245681.250000 Penalty: 4754.024902
	Iteration 61Q: 3 clusters Score -1245681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1245683.000000 Penalty: 4754.024902
	Iteration 62Q: 3 clusters Score -1245683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1245688.625000 Penalty: 4754.024902
	Iteration 63Q: 3 clusters Score -1245689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1245689.750000 Penalty: 4754.024902
	Iteration 64Q: 3 clusters Score -1245690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1245693.500000 Penalty: 4754.024902
	Iteration 65Q: 3 clusters Score -1245694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1245696.875000 Penalty: 4754.024902
	Iteration 66Q: 3 clusters Score -1245697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1245702.875000 Penalty: 4754.024902
	Iteration 67Q: 3 clusters Score -1245703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1245703.000000 Penalty: 4754.024902
	Iteration 68Q: 3 clusters Score -1245703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1245707.500000 Penalty: 4754.024902
	Iteration 69Q: 3 clusters Score -1245708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1245710.625000 Penalty: 4754.024902
	Iteration 70Q: 3 clusters Score -1245711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1245712.125000 Penalty: 4754.024902
	Iteration 71Q: 3 clusters Score -1245712 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1245717.125000 Penalty: 4754.024902
	Iteration 72Q: 3 clusters Score -1245717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1245717.125000 Penalty: 4754.024902
	Iteration 73Q: 3 clusters Score -1245717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1245717.875000 Penalty: 4754.024902
	Iteration 74Q: 3 clusters Score -1245718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1245720.375000 Penalty: 4754.024902
	Iteration 75Q: 3 clusters Score -1245720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1245720.625000 Penalty: 4754.024902
	Iteration 76Q: 3 clusters Score -1245721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1245723.125000 Penalty: 4754.024902
	Iteration 77Q: 3 clusters Score -1245723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1245726.000000 Penalty: 4754.024902
	Iteration 78Q: 3 clusters Score -1245726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1245723.625000 Penalty: 4754.024902
	Iteration 79Q: 3 clusters Score -1245724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1245727.875000 Penalty: 4754.024902
	Iteration 80F: 3 clusters Score -1245728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1245727.500000 Penalty: 4754.024902
	Iteration 81Q: 3 clusters Score -1245728 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1245727.125000 Penalty: 4754.024902
	Iteration 82Q: 3 clusters Score -1245727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1245726.625000 Penalty: 4754.024902
	Iteration 83Q: 3 clusters Score -1245727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1245728.875000 Penalty: 4754.024902
	Iteration 84Q: 3 clusters Score -1245729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1245729.375000 Penalty: 4754.024902
	Iteration 85Q: 3 clusters Score -1245729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1245732.000000 Penalty: 4754.024902
	Iteration 86Q: 3 clusters Score -1245732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1245733.250000 Penalty: 4754.024902
	Iteration 87Q: 3 clusters Score -1245733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1245737.000000 Penalty: 4754.024902
	Iteration 88Q: 3 clusters Score -1245737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1245741.875000 Penalty: 4754.024902
	Iteration 89Q: 3 clusters Score -1245742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1245745.000000 Penalty: 4754.024902
	Iteration 90Q: 3 clusters Score -1245745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1245742.500000 Penalty: 4754.024902
	Iteration 91Q: 3 clusters Score -1245742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1245744.375000 Penalty: 4754.024902
	Iteration 92Q: 3 clusters Score -1245744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1245747.375000 Penalty: 4754.024902
	Iteration 93Q: 3 clusters Score -1245747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1245748.000000 Penalty: 4754.024902
	Iteration 94Q: 3 clusters Score -1245748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1245749.250000 Penalty: 4754.024902
	Iteration 95Q: 3 clusters Score -1245749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1245749.500000 Penalty: 4754.024902
	Iteration 96Q: 3 clusters Score -1245750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1245753.500000 Penalty: 4754.024902
	Iteration 97Q: 3 clusters Score -1245754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1245753.750000 Penalty: 4754.024902
	Iteration 98Q: 3 clusters Score -1245754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1245753.625000 Penalty: 4754.024902
	Iteration 99Q: 3 clusters Score -1245754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1245754.375000 Penalty: 4754.024902
	Iteration 100F: 3 clusters Score -1245754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1245758.250000 Penalty: 4754.024902
	Iteration 101Q: 3 clusters Score -1245758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1245757.500000 Penalty: 4754.024902
	Iteration 102Q: 3 clusters Score -1245758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1245759.375000 Penalty: 4754.024902
	Iteration 103Q: 3 clusters Score -1245759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1245759.625000 Penalty: 4754.024902
	Iteration 104Q: 3 clusters Score -1245760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1245760.875000 Penalty: 4754.024902
	Iteration 105Q: 3 clusters Score -1245761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1245760.375000 Penalty: 4754.024902
	Iteration 106Q: 3 clusters Score -1245760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1245759.250000 Penalty: 4754.024902
	Iteration 107Q: 3 clusters Score -1245759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1245757.875000 Penalty: 4754.024902
	Iteration 108Q: 3 clusters Score -1245758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1245758.625000 Penalty: 4754.024902
	Iteration 109Q: 3 clusters Score -1245759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1245759.625000 Penalty: 4754.024902
	Iteration 110Q: 3 clusters Score -1245760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1245759.625000 Penalty: 4754.024902
	Iteration 111F: 3 clusters Score -1245760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -644913.000000 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -644913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -639280.187500 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -639280.2 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -640762.187500 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -640762.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -640945.812500 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -640945.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -641069.187500 Penalty: 4372.202637
	Iteration 3Q: 3 clusters Score -641069.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -641170.625000 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -641170.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -641246.250000 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -641246.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -641306.875000 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -641306.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -641369.500000 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -641369.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -641424.750000 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -641424.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -641472.875000 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -641472.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -641510.437500 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -641510.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -641556.062500 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -641556.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -641602.187500 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -641602.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -641645.437500 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -641645.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -641685.125000 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -641685.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -641729.187500 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -641729.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -641766.062500 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -641766.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -641805.125000 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -641805.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -641845.812500 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -641845.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -641889.187500 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -641889.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -641932.000000 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -641932 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -641982.750000 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -641982.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -642035.750000 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -642035.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -642095.125000 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -642095.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -642159.812500 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -642159.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -642234.000000 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -642234 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -642301.625000 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -642301.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -642366.625000 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -642366.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -642425.500000 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -642425.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -642483.000000 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -642483 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -642544.750000 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -642544.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -642615.562500 Penalty: 4372.202637
	Iteration 31Q: 3 clusters Score -642615.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -642683.062500 Penalty: 4372.202637
	Iteration 32Q: 3 clusters Score -642683.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -642743.375000 Penalty: 4372.202637
	Iteration 33Q: 3 clusters Score -642743.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -642789.750000 Penalty: 4372.202637
	Iteration 34Q: 3 clusters Score -642789.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -642831.687500 Penalty: 4372.202637
	Iteration 35Q: 3 clusters Score -642831.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -642877.312500 Penalty: 4372.202637
	Iteration 36Q: 3 clusters Score -642877.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -642914.937500 Penalty: 4372.202637
	Iteration 37Q: 3 clusters Score -642914.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -642944.250000 Penalty: 4372.202637
	Iteration 38Q: 3 clusters Score -642944.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -642968.812500 Penalty: 4372.202637
	Iteration 39Q: 3 clusters Score -642968.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -642990.937500 Penalty: 4372.202637
	Iteration 40F: 3 clusters Score -642990.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -643010.062500 Penalty: 4372.202637
	Iteration 41Q: 3 clusters Score -643010.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -643027.000000 Penalty: 4372.202637
	Iteration 42Q: 3 clusters Score -643027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -643039.187500 Penalty: 4372.202637
	Iteration 43Q: 3 clusters Score -643039.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -643047.875000 Penalty: 4372.202637
	Iteration 44Q: 3 clusters Score -643047.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -643058.312500 Penalty: 4372.202637
	Iteration 45Q: 3 clusters Score -643058.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -643071.500000 Penalty: 4372.202637
	Iteration 46Q: 3 clusters Score -643071.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -643079.500000 Penalty: 4372.202637
	Iteration 47Q: 3 clusters Score -643079.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -643088.125000 Penalty: 4372.202637
	Iteration 48Q: 3 clusters Score -643088.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -643100.312500 Penalty: 4372.202637
	Iteration 49Q: 3 clusters Score -643100.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -643109.437500 Penalty: 4372.202637
	Iteration 50Q: 3 clusters Score -643109.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -643122.687500 Penalty: 4372.202637
	Iteration 51Q: 3 clusters Score -643122.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -643135.312500 Penalty: 4372.202637
	Iteration 52Q: 3 clusters Score -643135.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -643143.437500 Penalty: 4372.202637
	Iteration 53Q: 3 clusters Score -643143.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -643149.437500 Penalty: 4372.202637
	Iteration 54Q: 3 clusters Score -643149.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -643154.937500 Penalty: 4372.202637
	Iteration 55Q: 3 clusters Score -643154.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -643160.250000 Penalty: 4372.202637
	Iteration 56Q: 3 clusters Score -643160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -643164.625000 Penalty: 4372.202637
	Iteration 57Q: 3 clusters Score -643164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -643168.250000 Penalty: 4372.202637
	Iteration 58Q: 3 clusters Score -643168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -643169.437500 Penalty: 4372.202637
	Iteration 59Q: 3 clusters Score -643169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -643169.812500 Penalty: 4372.202637
	Iteration 60F: 3 clusters Score -643169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -643171.625000 Penalty: 4372.202637
	Iteration 61Q: 3 clusters Score -643171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -643171.312500 Penalty: 4372.202637
	Iteration 62Q: 3 clusters Score -643171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -643171.312500 Penalty: 4372.202637
	Iteration 63F: 3 clusters Score -643171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -405277.625000 Penalty: 2092.392578
	Iteration 0F: 2 clusters Score -405277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -401028.093750 Penalty: 4184.785156
	Iteration 0F: 3 clusters Score -401028.1 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -402010.000000 Penalty: 4184.785156
	Iteration 1F: 3 clusters Score -402010 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -402211.468750 Penalty: 4184.785156
	Iteration 2F: 3 clusters Score -402211.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -402340.312500 Penalty: 4184.785156
	Iteration 3Q: 3 clusters Score -402340.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -402431.750000 Penalty: 4184.785156
	Iteration 4Q: 3 clusters Score -402431.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -402505.218750 Penalty: 4184.785156
	Iteration 5Q: 3 clusters Score -402505.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -402566.875000 Penalty: 4184.785156
	Iteration 6Q: 3 clusters Score -402566.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -402611.062500 Penalty: 4184.785156
	Iteration 7Q: 3 clusters Score -402611.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -402659.031250 Penalty: 4184.785156
	Iteration 8Q: 3 clusters Score -402659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -402697.625000 Penalty: 4184.785156
	Iteration 9Q: 3 clusters Score -402697.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -402731.343750 Penalty: 4184.785156
	Iteration 10Q: 3 clusters Score -402731.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -402765.781250 Penalty: 4184.785156
	Iteration 11Q: 3 clusters Score -402765.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -402800.250000 Penalty: 4184.785156
	Iteration 12Q: 3 clusters Score -402800.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -402826.125000 Penalty: 4184.785156
	Iteration 13Q: 3 clusters Score -402826.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -402847.968750 Penalty: 4184.785156
	Iteration 14Q: 3 clusters Score -402848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -402873.031250 Penalty: 4184.785156
	Iteration 15Q: 3 clusters Score -402873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -402898.218750 Penalty: 4184.785156
	Iteration 16Q: 3 clusters Score -402898.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -402916.312500 Penalty: 4184.785156
	Iteration 17Q: 3 clusters Score -402916.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -402934.750000 Penalty: 4184.785156
	Iteration 18Q: 3 clusters Score -402934.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -402955.718750 Penalty: 4184.785156
	Iteration 19Q: 3 clusters Score -402955.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -402968.375000 Penalty: 4184.785156
	Iteration 20F: 3 clusters Score -402968.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -402981.781250 Penalty: 4184.785156
	Iteration 21Q: 3 clusters Score -402981.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -402997.187500 Penalty: 4184.785156
	Iteration 22Q: 3 clusters Score -402997.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -403006.312500 Penalty: 4184.785156
	Iteration 23Q: 3 clusters Score -403006.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -403014.000000 Penalty: 4184.785156
	Iteration 24Q: 3 clusters Score -403014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -403018.906250 Penalty: 4184.785156
	Iteration 25Q: 3 clusters Score -403018.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -403024.500000 Penalty: 4184.785156
	Iteration 26Q: 3 clusters Score -403024.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -403031.781250 Penalty: 4184.785156
	Iteration 27Q: 3 clusters Score -403031.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -403036.406250 Penalty: 4184.785156
	Iteration 28Q: 3 clusters Score -403036.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -403044.156250 Penalty: 4184.785156
	Iteration 29Q: 3 clusters Score -403044.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -403051.781250 Penalty: 4184.785156
	Iteration 30Q: 3 clusters Score -403051.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -403056.593750 Penalty: 4184.785156
	Iteration 31Q: 3 clusters Score -403056.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -403062.343750 Penalty: 4184.785156
	Iteration 32Q: 3 clusters Score -403062.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -403065.718750 Penalty: 4184.785156
	Iteration 33Q: 3 clusters Score -403065.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -403067.562500 Penalty: 4184.785156
	Iteration 34Q: 3 clusters Score -403067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -403069.531250 Penalty: 4184.785156
	Iteration 35Q: 3 clusters Score -403069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -403070.000000 Penalty: 4184.785156
	Iteration 36Q: 3 clusters Score -403070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -403071.562500 Penalty: 4184.785156
	Iteration 37Q: 3 clusters Score -403071.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -403073.125000 Penalty: 4184.785156
	Iteration 38Q: 3 clusters Score -403073.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -403075.312500 Penalty: 4184.785156
	Iteration 39Q: 3 clusters Score -403075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -403076.312500 Penalty: 4184.785156
	Iteration 40F: 3 clusters Score -403076.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -403077.875000 Penalty: 4184.785156
	Iteration 41Q: 3 clusters Score -403077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -403078.468750 Penalty: 4184.785156
	Iteration 42Q: 3 clusters Score -403078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -403079.250000 Penalty: 4184.785156
	Iteration 43Q: 3 clusters Score -403079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -403079.687500 Penalty: 4184.785156
	Iteration 44Q: 3 clusters Score -403079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -403080.937500 Penalty: 4184.785156
	Iteration 45Q: 3 clusters Score -403080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -403081.625000 Penalty: 4184.785156
	Iteration 46Q: 3 clusters Score -403081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -403081.843750 Penalty: 4184.785156
	Iteration 47Q: 3 clusters Score -403081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -403082.031250 Penalty: 4184.785156
	Iteration 48Q: 3 clusters Score -403082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -403082.343750 Penalty: 4184.785156
	Iteration 49Q: 3 clusters Score -403082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -403083.000000 Penalty: 4184.785156
	Iteration 50Q: 3 clusters Score -403083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -403083.000000 Penalty: 4184.785156
	Iteration 51F: 3 clusters Score -403083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Entering Unmasked Estep 
Score: -370547.718750 Penalty: 2094.958740
	Iteration 0F: 2 clusters Score -370547.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -366229.406250 Penalty: 4189.917480
	Iteration 0F: 3 clusters Score -366229.4 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -367308.031250 Penalty: 4189.917480
	Iteration 1F: 3 clusters Score -367308 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -367534.468750 Penalty: 4189.917480
	Iteration 2F: 3 clusters Score -367534.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -367667.250000 Penalty: 4189.917480
	Iteration 3F: 3 clusters Score -367667.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -367740.843750 Penalty: 4189.917480
	Iteration 4Q: 3 clusters Score -367740.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -367820.843750 Penalty: 4189.917480
	Iteration 5Q: 3 clusters Score -367820.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -367891.687500 Penalty: 4189.917480
	Iteration 6Q: 3 clusters Score -367891.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -367942.625000 Penalty: 4189.917480
	Iteration 7Q: 3 clusters Score -367942.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -367984.625000 Penalty: 4189.917480
	Iteration 8Q: 3 clusters Score -367984.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -368026.656250 Penalty: 4189.917480
	Iteration 9Q: 3 clusters Score -368026.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -368069.375000 Penalty: 4189.917480
	Iteration 10Q: 3 clusters Score -368069.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -368105.125000 Penalty: 4189.917480
	Iteration 11Q: 3 clusters Score -368105.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -368147.343750 Penalty: 4189.917480
	Iteration 12Q: 3 clusters Score -368147.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -368188.531250 Penalty: 4189.917480
	Iteration 13Q: 3 clusters Score -368188.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -368237.781250 Penalty: 4189.917480
	Iteration 14Q: 3 clusters Score -368237.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -368282.281250 Penalty: 4189.917480
	Iteration 15Q: 3 clusters Score -368282.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -368329.125000 Penalty: 4189.917480
	Iteration 16Q: 3 clusters Score -368329.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -368372.468750 Penalty: 4189.917480
	Iteration 17Q: 3 clusters Score -368372.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -368422.250000 Penalty: 4189.917480
	Iteration 18Q: 3 clusters Score -368422.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -368476.937500 Penalty: 4189.917480
	Iteration 19Q: 3 clusters Score -368476.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -368536.437500 Penalty: 4189.917480
	Iteration 20F: 3 clusters Score -368536.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -368598.468750 Penalty: 4189.917480
	Iteration 21Q: 3 clusters Score -368598.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -368659.281250 Penalty: 4189.917480
	Iteration 22Q: 3 clusters Score -368659.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -368729.406250 Penalty: 4189.917480
	Iteration 23Q: 3 clusters Score -368729.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -368788.031250 Penalty: 4189.917480
	Iteration 24Q: 3 clusters Score -368788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -368839.312500 Penalty: 4189.917480
	Iteration 25Q: 3 clusters Score -368839.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -368880.281250 Penalty: 4189.917480
	Iteration 26Q: 3 clusters Score -368880.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -368920.906250 Penalty: 4189.917480
	Iteration 27Q: 3 clusters Score -368920.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -368949.281250 Penalty: 4189.917480
	Iteration 28Q: 3 clusters Score -368949.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -368972.156250 Penalty: 4189.917480
	Iteration 29Q: 3 clusters Score -368972.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -368993.156250 Penalty: 4189.917480
	Iteration 30Q: 3 clusters Score -368993.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -369003.781250 Penalty: 4189.917480
	Iteration 31Q: 3 clusters Score -369003.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -369013.875000 Penalty: 4189.917480
	Iteration 32Q: 3 clusters Score -369013.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -369021.312500 Penalty: 4189.917480
	Iteration 33Q: 3 clusters Score -369021.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -369025.437500 Penalty: 4189.917480
	Iteration 34Q: 3 clusters Score -369025.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -369030.218750 Penalty: 4189.917480
	Iteration 35Q: 3 clusters Score -369030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -369032.906250 Penalty: 4189.917480
	Iteration 36Q: 3 clusters Score -369032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -369034.093750 Penalty: 4189.917480
	Iteration 37Q: 3 clusters Score -369034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -369035.531250 Penalty: 4189.917480
	Iteration 38Q: 3 clusters Score -369035.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -369038.906250 Penalty: 4189.917480
	Iteration 39Q: 3 clusters Score -369038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -369040.500000 Penalty: 4189.917480
	Iteration 40F: 3 clusters Score -369040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -369043.343750 Penalty: 4189.917480
	Iteration 41Q: 3 clusters Score -369043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -369046.093750 Penalty: 4189.917480
	Iteration 42Q: 3 clusters Score -369046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -369049.125000 Penalty: 4189.917480
	Iteration 43Q: 3 clusters Score -369049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -369050.406250 Penalty: 4189.917480
	Iteration 44Q: 3 clusters Score -369050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -369052.281250 Penalty: 4189.917480
	Iteration 45Q: 3 clusters Score -369052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -369053.937500 Penalty: 4189.917480
	Iteration 46Q: 3 clusters Score -369053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -369055.718750 Penalty: 4189.917480
	Iteration 47Q: 3 clusters Score -369055.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -369057.593750 Penalty: 4189.917480
	Iteration 48Q: 3 clusters Score -369057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -369059.062500 Penalty: 4189.917480
	Iteration 49Q: 3 clusters Score -369059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -369058.812500 Penalty: 4189.917480
	Iteration 50Q: 3 clusters Score -369058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -369058.812500 Penalty: 4189.917480
	Iteration 51F: 3 clusters Score -369058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Entering Unmasked Estep 
Score: -1344753.875000 Penalty: 2411.982422
	Iteration 0F: 2 clusters Score -1344754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1332760.375000 Penalty: 4823.964844
	Iteration 0F: 3 clusters Score -1332760 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1336763.250000 Penalty: 4823.964844
	Iteration 1F: 3 clusters Score -1336763 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1337264.250000 Penalty: 4823.964844
	Iteration 2F: 3 clusters Score -1337264 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1337784.625000 Penalty: 4823.964844
	Iteration 3F: 3 clusters Score -1337785 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1338341.750000 Penalty: 4823.964844
	Iteration 4F: 3 clusters Score -1338342 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1338925.125000 Penalty: 4823.964844
	Iteration 5F: 3 clusters Score -1338925 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1339523.375000 Penalty: 4823.964844
	Iteration 6F: 3 clusters Score -1339523 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1340061.750000 Penalty: 4823.964844
	Iteration 7F: 3 clusters Score -1340062 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1340547.500000 Penalty: 4823.964844
	Iteration 8Q: 3 clusters Score -1340548 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1340949.125000 Penalty: 4823.964844
	Iteration 9Q: 3 clusters Score -1340949 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1341266.625000 Penalty: 4823.964844
	Iteration 10Q: 3 clusters Score -1341267 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1341538.125000 Penalty: 4823.964844
	Iteration 11Q: 3 clusters Score -1341538 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1341735.125000 Penalty: 4823.964844
	Iteration 12Q: 3 clusters Score -1341735 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1341879.125000 Penalty: 4823.964844
	Iteration 13Q: 3 clusters Score -1341879 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1342009.375000 Penalty: 4823.964844
	Iteration 14Q: 3 clusters Score -1342009 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1342114.250000 Penalty: 4823.964844
	Iteration 15Q: 3 clusters Score -1342114 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1342220.750000 Penalty: 4823.964844
	Iteration 16Q: 3 clusters Score -1342221 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1342320.125000 Penalty: 4823.964844
	Iteration 17Q: 3 clusters Score -1342320 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1342422.000000 Penalty: 4823.964844
	Iteration 18Q: 3 clusters Score -1342422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1342505.875000 Penalty: 4823.964844
	Iteration 19Q: 3 clusters Score -1342506 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1342581.750000 Penalty: 4823.964844
	Iteration 20F: 3 clusters Score -1342582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1342662.375000 Penalty: 4823.964844
	Iteration 21Q: 3 clusters Score -1342662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1342722.250000 Penalty: 4823.964844
	Iteration 22Q: 3 clusters Score -1342722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1342760.250000 Penalty: 4823.964844
	Iteration 23Q: 3 clusters Score -1342760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1342804.500000 Penalty: 4823.964844
	Iteration 24Q: 3 clusters Score -1342804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1342841.500000 Penalty: 4823.964844
	Iteration 25Q: 3 clusters Score -1342842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1342872.250000 Penalty: 4823.964844
	Iteration 26Q: 3 clusters Score -1342872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1342897.125000 Penalty: 4823.964844
	Iteration 27Q: 3 clusters Score -1342897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1342913.750000 Penalty: 4823.964844
	Iteration 28Q: 3 clusters Score -1342914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1342927.750000 Penalty: 4823.964844
	Iteration 29Q: 3 clusters Score -1342928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1342940.500000 Penalty: 4823.964844
	Iteration 30Q: 3 clusters Score -1342940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1342949.375000 Penalty: 4823.964844
	Iteration 31Q: 3 clusters Score -1342949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1342962.625000 Penalty: 4823.964844
	Iteration 32Q: 3 clusters Score -1342963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1342971.125000 Penalty: 4823.964844
	Iteration 33Q: 3 clusters Score -1342971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1342983.500000 Penalty: 4823.964844
	Iteration 34Q: 3 clusters Score -1342984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1342986.875000 Penalty: 4823.964844
	Iteration 35Q: 3 clusters Score -1342987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1342993.250000 Penalty: 4823.964844
	Iteration 36Q: 3 clusters Score -1342993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1342992.625000 Penalty: 4823.964844
	Iteration 37Q: 3 clusters Score -1342993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1342992.125000 Penalty: 4823.964844
	Iteration 38Q: 3 clusters Score -1342992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1342997.000000 Penalty: 4823.964844
	Iteration 39Q: 3 clusters Score -1342997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1343002.500000 Penalty: 4823.964844
	Iteration 40F: 3 clusters Score -1343002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1343003.000000 Penalty: 4823.964844
	Iteration 41Q: 3 clusters Score -1343003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1343008.375000 Penalty: 4823.964844
	Iteration 42Q: 3 clusters Score -1343008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1343010.750000 Penalty: 4823.964844
	Iteration 43Q: 3 clusters Score -1343011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1343010.500000 Penalty: 4823.964844
	Iteration 44Q: 3 clusters Score -1343010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1343011.500000 Penalty: 4823.964844
	Iteration 45Q: 3 clusters Score -1343012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1343011.875000 Penalty: 4823.964844
	Iteration 46Q: 3 clusters Score -1343012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1343011.250000 Penalty: 4823.964844
	Iteration 47Q: 3 clusters Score -1343011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1343013.875000 Penalty: 4823.964844
	Iteration 48Q: 3 clusters Score -1343014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1343013.875000 Penalty: 4823.964844
	Iteration 49Q: 3 clusters Score -1343014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1343015.125000 Penalty: 4823.964844
	Iteration 50Q: 3 clusters Score -1343015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1343012.750000 Penalty: 4823.964844
	Iteration 51Q: 3 clusters Score -1343013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1343012.750000 Penalty: 4823.964844
	Iteration 52F: 3 clusters Score -1343013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -148609.562500 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -148609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -145936.187500 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -145936.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -146436.562500 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -146436.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -146591.281250 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -146591.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -146685.640625 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -146685.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -146779.140625 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -146779.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -146865.312500 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -146865.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146932.531250 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -146932.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -147016.687500 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -147016.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -147090.109375 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -147090.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -147140.781250 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -147140.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147180.093750 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -147180.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -147219.515625 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -147219.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -147239.515625 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -147239.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147250.406250 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -147250.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147260.218750 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -147260.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -147269.687500 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -147269.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -147276.937500 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -147276.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147288.125000 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -147288.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147296.843750 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -147296.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147303.437500 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -147303.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147312.453125 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -147312.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -147318.250000 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -147318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -147320.265625 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -147320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -147321.937500 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -147321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147327.890625 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -147327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -147329.093750 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -147329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147331.375000 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -147331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147332.437500 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -147332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -147332.921875 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -147332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147333.406250 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -147333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147333.406250 Penalty: 3784.949463
	Iteration 30F: 3 clusters Score -147333.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Entering Unmasked Estep 
Score: -1393087.500000 Penalty: 2413.797607
	Iteration 0F: 2 clusters Score -1393088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1380981.750000 Penalty: 4827.595215
	Iteration 0F: 3 clusters Score -1380982 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1384992.000000 Penalty: 4827.595215
	Iteration 1F: 3 clusters Score -1384992 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1385420.250000 Penalty: 4827.595215
	Iteration 2F: 3 clusters Score -1385420 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1385748.750000 Penalty: 4827.595215
	Iteration 3F: 3 clusters Score -1385749 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1386013.875000 Penalty: 4827.595215
	Iteration 4Q: 3 clusters Score -1386014 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1386229.625000 Penalty: 4827.595215
	Iteration 5Q: 3 clusters Score -1386230 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1386443.000000 Penalty: 4827.595215
	Iteration 6Q: 3 clusters Score -1386443 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1386709.750000 Penalty: 4827.595215
	Iteration 7Q: 3 clusters Score -1386710 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1387080.750000 Penalty: 4827.595215
	Iteration 8Q: 3 clusters Score -1387081 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1387545.875000 Penalty: 4827.595215
	Iteration 9Q: 3 clusters Score -1387546 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1388150.500000 Penalty: 4827.595215
	Iteration 10Q: 3 clusters Score -1388150 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1388850.375000 Penalty: 4827.595215
	Iteration 11F: 3 clusters Score -1388850 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1389475.750000 Penalty: 4827.595215
	Iteration 12F: 3 clusters Score -1389476 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1390021.375000 Penalty: 4827.595215
	Iteration 13Q: 3 clusters Score -1390021 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1390408.750000 Penalty: 4827.595215
	Iteration 14Q: 3 clusters Score -1390409 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1390679.625000 Penalty: 4827.595215
	Iteration 15Q: 3 clusters Score -1390680 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1390904.250000 Penalty: 4827.595215
	Iteration 16Q: 3 clusters Score -1390904 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1391054.375000 Penalty: 4827.595215
	Iteration 17Q: 3 clusters Score -1391054 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1391154.125000 Penalty: 4827.595215
	Iteration 18Q: 3 clusters Score -1391154 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1391221.375000 Penalty: 4827.595215
	Iteration 19Q: 3 clusters Score -1391221 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1391284.000000 Penalty: 4827.595215
	Iteration 20F: 3 clusters Score -1391284 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1391332.750000 Penalty: 4827.595215
	Iteration 21Q: 3 clusters Score -1391333 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1391362.125000 Penalty: 4827.595215
	Iteration 22Q: 3 clusters Score -1391362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1391394.000000 Penalty: 4827.595215
	Iteration 23Q: 3 clusters Score -1391394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1391423.250000 Penalty: 4827.595215
	Iteration 24Q: 3 clusters Score -1391423 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1391445.000000 Penalty: 4827.595215
	Iteration 25Q: 3 clusters Score -1391445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1391467.125000 Penalty: 4827.595215
	Iteration 26Q: 3 clusters Score -1391467 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1391492.875000 Penalty: 4827.595215
	Iteration 27Q: 3 clusters Score -1391493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1391504.500000 Penalty: 4827.595215
	Iteration 28Q: 3 clusters Score -1391504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1391519.125000 Penalty: 4827.595215
	Iteration 29Q: 3 clusters Score -1391519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1391537.125000 Penalty: 4827.595215
	Iteration 30Q: 3 clusters Score -1391537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1391549.750000 Penalty: 4827.595215
	Iteration 31Q: 3 clusters Score -1391550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1391561.125000 Penalty: 4827.595215
	Iteration 32Q: 3 clusters Score -1391561 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1391573.500000 Penalty: 4827.595215
	Iteration 33Q: 3 clusters Score -1391574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1391580.250000 Penalty: 4827.595215
	Iteration 34Q: 3 clusters Score -1391580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1391592.000000 Penalty: 4827.595215
	Iteration 35Q: 3 clusters Score -1391592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1391600.625000 Penalty: 4827.595215
	Iteration 36Q: 3 clusters Score -1391601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1391608.500000 Penalty: 4827.595215
	Iteration 37Q: 3 clusters Score -1391608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1391621.125000 Penalty: 4827.595215
	Iteration 38Q: 3 clusters Score -1391621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1391632.375000 Penalty: 4827.595215
	Iteration 39Q: 3 clusters Score -1391632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1391643.375000 Penalty: 4827.595215
	Iteration 40F: 3 clusters Score -1391643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1391655.125000 Penalty: 4827.595215
	Iteration 41Q: 3 clusters Score -1391655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1391662.375000 Penalty: 4827.595215
	Iteration 42Q: 3 clusters Score -1391662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1391670.125000 Penalty: 4827.595215
	Iteration 43Q: 3 clusters Score -1391670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1391686.750000 Penalty: 4827.595215
	Iteration 44Q: 3 clusters Score -1391687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1391704.250000 Penalty: 4827.595215
	Iteration 45Q: 3 clusters Score -1391704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1391717.375000 Penalty: 4827.595215
	Iteration 46Q: 3 clusters Score -1391717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1391714.625000 Penalty: 4827.595215
	Iteration 47Q: 3 clusters Score -1391715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1391732.000000 Penalty: 4827.595215
	Iteration 48Q: 3 clusters Score -1391732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1391744.500000 Penalty: 4827.595215
	Iteration 49Q: 3 clusters Score -1391744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1391754.875000 Penalty: 4827.595215
	Iteration 50Q: 3 clusters Score -1391755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1391758.500000 Penalty: 4827.595215
	Iteration 51Q: 3 clusters Score -1391758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1391767.625000 Penalty: 4827.595215
	Iteration 52Q: 3 clusters Score -1391768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1391770.250000 Penalty: 4827.595215
	Iteration 53Q: 3 clusters Score -1391770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1391771.625000 Penalty: 4827.595215
	Iteration 54Q: 3 clusters Score -1391772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1391777.250000 Penalty: 4827.595215
	Iteration 55Q: 3 clusters Score -1391777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1391778.375000 Penalty: 4827.595215
	Iteration 56Q: 3 clusters Score -1391778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1391784.500000 Penalty: 4827.595215
	Iteration 57Q: 3 clusters Score -1391784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1391788.625000 Penalty: 4827.595215
	Iteration 58Q: 3 clusters Score -1391789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1391789.750000 Penalty: 4827.595215
	Iteration 59Q: 3 clusters Score -1391790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1391794.000000 Penalty: 4827.595215
	Iteration 60F: 3 clusters Score -1391794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1391797.875000 Penalty: 4827.595215
	Iteration 61Q: 3 clusters Score -1391798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1391797.750000 Penalty: 4827.595215
	Iteration 62Q: 3 clusters Score -1391798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1391794.750000 Penalty: 4827.595215
	Iteration 63Q: 3 clusters Score -1391795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1391796.875000 Penalty: 4827.595215
	Iteration 64Q: 3 clusters Score -1391797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1391799.000000 Penalty: 4827.595215
	Iteration 65Q: 3 clusters Score -1391799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1391797.625000 Penalty: 4827.595215
	Iteration 66Q: 3 clusters Score -1391798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1391795.625000 Penalty: 4827.595215
	Iteration 67Q: 3 clusters Score -1391796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1391799.625000 Penalty: 4827.595215
	Iteration 68Q: 3 clusters Score -1391800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1391799.625000 Penalty: 4827.595215
	Iteration 69Q: 3 clusters Score -1391800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1391801.625000 Penalty: 4827.595215
	Iteration 70Q: 3 clusters Score -1391802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1391800.750000 Penalty: 4827.595215
	Iteration 71Q: 3 clusters Score -1391801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1391803.250000 Penalty: 4827.595215
	Iteration 72Q: 3 clusters Score -1391803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1391803.500000 Penalty: 4827.595215
	Iteration 73Q: 3 clusters Score -1391804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1391804.500000 Penalty: 4827.595215
	Iteration 74Q: 3 clusters Score -1391804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1391804.750000 Penalty: 4827.595215
	Iteration 75Q: 3 clusters Score -1391805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1391805.125000 Penalty: 4827.595215
	Iteration 76Q: 3 clusters Score -1391805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1391804.500000 Penalty: 4827.595215
	Iteration 77Q: 3 clusters Score -1391804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1391804.250000 Penalty: 4827.595215
	Iteration 78Q: 3 clusters Score -1391804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1391805.875000 Penalty: 4827.595215
	Iteration 79Q: 3 clusters Score -1391806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1391804.750000 Penalty: 4827.595215
	Iteration 80F: 3 clusters Score -1391805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1391806.875000 Penalty: 4827.595215
	Iteration 81Q: 3 clusters Score -1391807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1391807.375000 Penalty: 4827.595215
	Iteration 82Q: 3 clusters Score -1391807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1391806.375000 Penalty: 4827.595215
	Iteration 83Q: 3 clusters Score -1391806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1391806.875000 Penalty: 4827.595215
	Iteration 84Q: 3 clusters Score -1391807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1391812.750000 Penalty: 4827.595215
	Iteration 85Q: 3 clusters Score -1391813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1391810.125000 Penalty: 4827.595215
	Iteration 86Q: 3 clusters Score -1391810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1391810.250000 Penalty: 4827.595215
	Iteration 87Q: 3 clusters Score -1391810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1391809.000000 Penalty: 4827.595215
	Iteration 88Q: 3 clusters Score -1391809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1391805.000000 Penalty: 4827.595215
	Iteration 89Q: 3 clusters Score -1391805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1391806.000000 Penalty: 4827.595215
	Iteration 90Q: 3 clusters Score -1391806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1391807.500000 Penalty: 4827.595215
	Iteration 91Q: 3 clusters Score -1391808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1391809.625000 Penalty: 4827.595215
	Iteration 92Q: 3 clusters Score -1391810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1391808.500000 Penalty: 4827.595215
	Iteration 93Q: 3 clusters Score -1391808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1391809.750000 Penalty: 4827.595215
	Iteration 94Q: 3 clusters Score -1391810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1391808.375000 Penalty: 4827.595215
	Iteration 95Q: 3 clusters Score -1391808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1391811.625000 Penalty: 4827.595215
	Iteration 96Q: 3 clusters Score -1391812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1391813.625000 Penalty: 4827.595215
	Iteration 97Q: 3 clusters Score -1391814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1391813.250000 Penalty: 4827.595215
	Iteration 98Q: 3 clusters Score -1391813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1391814.250000 Penalty: 4827.595215
	Iteration 99Q: 3 clusters Score -1391814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1391812.750000 Penalty: 4827.595215
	Iteration 100F: 3 clusters Score -1391813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1391814.500000 Penalty: 4827.595215
	Iteration 101Q: 3 clusters Score -1391814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1391813.750000 Penalty: 4827.595215
	Iteration 102Q: 3 clusters Score -1391814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1391814.625000 Penalty: 4827.595215
	Iteration 103Q: 3 clusters Score -1391815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1391814.875000 Penalty: 4827.595215
	Iteration 104Q: 3 clusters Score -1391815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1391819.375000 Penalty: 4827.595215
	Iteration 105Q: 3 clusters Score -1391819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1391820.000000 Penalty: 4827.595215
	Iteration 106Q: 3 clusters Score -1391820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1391820.000000 Penalty: 4827.595215
	Iteration 107Q: 3 clusters Score -1391820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1391818.750000 Penalty: 4827.595215
	Iteration 108Q: 3 clusters Score -1391819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1391822.875000 Penalty: 4827.595215
	Iteration 109Q: 3 clusters Score -1391823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1391818.500000 Penalty: 4827.595215
	Iteration 110Q: 3 clusters Score -1391818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1391818.500000 Penalty: 4827.595215
	Iteration 111F: 3 clusters Score -1391818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Entering Unmasked Estep 
Score: -3466790.500000 Penalty: 2629.775391
	Iteration 0F: 2 clusters Score -3466790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3439603.000000 Penalty: 5259.550781
	Iteration 0F: 3 clusters Score -3439603 nChanged 18330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3449790.750000 Penalty: 5259.550781
	Iteration 1F: 3 clusters Score -3449791 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3450548.000000 Penalty: 5259.550781
	Iteration 2Q: 3 clusters Score -3450548 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3451280.000000 Penalty: 5259.550781
	Iteration 3Q: 3 clusters Score -3451280 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3452116.750000 Penalty: 5259.550781
	Iteration 4Q: 3 clusters Score -3452117 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3453088.250000 Penalty: 5259.550781
	Iteration 5F: 3 clusters Score -3453088 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3454222.750000 Penalty: 5259.550781
	Iteration 6F: 3 clusters Score -3454223 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3455663.250000 Penalty: 5259.550781
	Iteration 7F: 3 clusters Score -3455663 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3457327.500000 Penalty: 5259.550781
	Iteration 8F: 3 clusters Score -3457328 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3459052.500000 Penalty: 5259.550781
	Iteration 9F: 3 clusters Score -3459052 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3460672.000000 Penalty: 5259.550781
	Iteration 10F: 3 clusters Score -3460672 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3462009.500000 Penalty: 5259.550781
	Iteration 11Q: 3 clusters Score -3462010 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3463010.750000 Penalty: 5259.550781
	Iteration 12Q: 3 clusters Score -3463011 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3463638.000000 Penalty: 5259.550781
	Iteration 13Q: 3 clusters Score -3463638 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3463996.000000 Penalty: 5259.550781
	Iteration 14Q: 3 clusters Score -3463996 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3464203.500000 Penalty: 5259.550781
	Iteration 15Q: 3 clusters Score -3464204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3464308.750000 Penalty: 5259.550781
	Iteration 16Q: 3 clusters Score -3464309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3464377.250000 Penalty: 5259.550781
	Iteration 17Q: 3 clusters Score -3464377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3464417.000000 Penalty: 5259.550781
	Iteration 18Q: 3 clusters Score -3464417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3464439.750000 Penalty: 5259.550781
	Iteration 19Q: 3 clusters Score -3464440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3464461.250000 Penalty: 5259.550781
	Iteration 20F: 3 clusters Score -3464461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3464477.500000 Penalty: 5259.550781
	Iteration 21Q: 3 clusters Score -3464478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3464480.250000 Penalty: 5259.550781
	Iteration 22Q: 3 clusters Score -3464480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3464494.000000 Penalty: 5259.550781
	Iteration 23Q: 3 clusters Score -3464494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3464498.750000 Penalty: 5259.550781
	Iteration 24Q: 3 clusters Score -3464499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3464493.750000 Penalty: 5259.550781
	Iteration 25Q: 3 clusters Score -3464494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3464498.000000 Penalty: 5259.550781
	Iteration 26Q: 3 clusters Score -3464498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3464505.250000 Penalty: 5259.550781
	Iteration 27Q: 3 clusters Score -3464505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3464504.250000 Penalty: 5259.550781
	Iteration 28Q: 3 clusters Score -3464504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3464504.250000 Penalty: 5259.550781
	Iteration 29F: 3 clusters Score -3464504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Entering Unmasked Estep 
Score: -886888.000000 Penalty: 2286.533691
	Iteration 0F: 2 clusters Score -886888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -879197.937500 Penalty: 4573.067383
	Iteration 0F: 3 clusters Score -879197.9 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -881435.312500 Penalty: 4573.067383
	Iteration 1F: 3 clusters Score -881435.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -881737.375000 Penalty: 4573.067383
	Iteration 2F: 3 clusters Score -881737.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -881943.750000 Penalty: 4573.067383
	Iteration 3F: 3 clusters Score -881943.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -882091.250000 Penalty: 4573.067383
	Iteration 4Q: 3 clusters Score -882091.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -882209.875000 Penalty: 4573.067383
	Iteration 5Q: 3 clusters Score -882209.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -882312.062500 Penalty: 4573.067383
	Iteration 6Q: 3 clusters Score -882312.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -882383.687500 Penalty: 4573.067383
	Iteration 7Q: 3 clusters Score -882383.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -882444.500000 Penalty: 4573.067383
	Iteration 8Q: 3 clusters Score -882444.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -882506.125000 Penalty: 4573.067383
	Iteration 9Q: 3 clusters Score -882506.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -882563.625000 Penalty: 4573.067383
	Iteration 10Q: 3 clusters Score -882563.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -882620.812500 Penalty: 4573.067383
	Iteration 11Q: 3 clusters Score -882620.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -882685.937500 Penalty: 4573.067383
	Iteration 12Q: 3 clusters Score -882685.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -882748.000000 Penalty: 4573.067383
	Iteration 13Q: 3 clusters Score -882748 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -882811.312500 Penalty: 4573.067383
	Iteration 14Q: 3 clusters Score -882811.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -882869.187500 Penalty: 4573.067383
	Iteration 15Q: 3 clusters Score -882869.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -882917.500000 Penalty: 4573.067383
	Iteration 16Q: 3 clusters Score -882917.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -882969.250000 Penalty: 4573.067383
	Iteration 17Q: 3 clusters Score -882969.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -883010.750000 Penalty: 4573.067383
	Iteration 18Q: 3 clusters Score -883010.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -883059.125000 Penalty: 4573.067383
	Iteration 19Q: 3 clusters Score -883059.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -883108.937500 Penalty: 4573.067383
	Iteration 20F: 3 clusters Score -883108.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -883167.125000 Penalty: 4573.067383
	Iteration 21Q: 3 clusters Score -883167.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -883230.875000 Penalty: 4573.067383
	Iteration 22Q: 3 clusters Score -883230.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -883298.500000 Penalty: 4573.067383
	Iteration 23Q: 3 clusters Score -883298.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -883368.937500 Penalty: 4573.067383
	Iteration 24Q: 3 clusters Score -883368.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -883433.250000 Penalty: 4573.067383
	Iteration 25Q: 3 clusters Score -883433.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -883503.187500 Penalty: 4573.067383
	Iteration 26Q: 3 clusters Score -883503.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -883584.750000 Penalty: 4573.067383
	Iteration 27Q: 3 clusters Score -883584.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -883667.375000 Penalty: 4573.067383
	Iteration 28Q: 3 clusters Score -883667.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -883759.000000 Penalty: 4573.067383
	Iteration 29Q: 3 clusters Score -883759 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -883848.750000 Penalty: 4573.067383
	Iteration 30Q: 3 clusters Score -883848.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -883932.062500 Penalty: 4573.067383
	Iteration 31Q: 3 clusters Score -883932.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -884017.437500 Penalty: 4573.067383
	Iteration 32Q: 3 clusters Score -884017.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -884107.250000 Penalty: 4573.067383
	Iteration 33Q: 3 clusters Score -884107.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -884196.687500 Penalty: 4573.067383
	Iteration 34Q: 3 clusters Score -884196.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -884284.000000 Penalty: 4573.067383
	Iteration 35Q: 3 clusters Score -884284 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -884368.562500 Penalty: 4573.067383
	Iteration 36Q: 3 clusters Score -884368.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -884448.750000 Penalty: 4573.067383
	Iteration 37Q: 3 clusters Score -884448.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -884528.500000 Penalty: 4573.067383
	Iteration 38Q: 3 clusters Score -884528.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -884603.937500 Penalty: 4573.067383
	Iteration 39Q: 3 clusters Score -884603.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -884654.875000 Penalty: 4573.067383
	Iteration 40F: 3 clusters Score -884654.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -884701.187500 Penalty: 4573.067383
	Iteration 41Q: 3 clusters Score -884701.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -884738.250000 Penalty: 4573.067383
	Iteration 42Q: 3 clusters Score -884738.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -884770.062500 Penalty: 4573.067383
	Iteration 43Q: 3 clusters Score -884770.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -884794.875000 Penalty: 4573.067383
	Iteration 44Q: 3 clusters Score -884794.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -884812.687500 Penalty: 4573.067383
	Iteration 45Q: 3 clusters Score -884812.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -884829.937500 Penalty: 4573.067383
	Iteration 46Q: 3 clusters Score -884829.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -884842.937500 Penalty: 4573.067383
	Iteration 47Q: 3 clusters Score -884842.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -884861.500000 Penalty: 4573.067383
	Iteration 48Q: 3 clusters Score -884861.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -884868.375000 Penalty: 4573.067383
	Iteration 49Q: 3 clusters Score -884868.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -884874.125000 Penalty: 4573.067383
	Iteration 50Q: 3 clusters Score -884874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -884881.125000 Penalty: 4573.067383
	Iteration 51Q: 3 clusters Score -884881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -884885.062500 Penalty: 4573.067383
	Iteration 52Q: 3 clusters Score -884885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -884889.500000 Penalty: 4573.067383
	Iteration 53Q: 3 clusters Score -884889.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -884892.000000 Penalty: 4573.067383
	Iteration 54Q: 3 clusters Score -884892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -884894.250000 Penalty: 4573.067383
	Iteration 55Q: 3 clusters Score -884894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -884896.500000 Penalty: 4573.067383
	Iteration 56Q: 3 clusters Score -884896.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -884901.812500 Penalty: 4573.067383
	Iteration 57Q: 3 clusters Score -884901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -884907.500000 Penalty: 4573.067383
	Iteration 58Q: 3 clusters Score -884907.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -884912.312500 Penalty: 4573.067383
	Iteration 59Q: 3 clusters Score -884912.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -884917.062500 Penalty: 4573.067383
	Iteration 60F: 3 clusters Score -884917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -884921.187500 Penalty: 4573.067383
	Iteration 61Q: 3 clusters Score -884921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -884924.500000 Penalty: 4573.067383
	Iteration 62Q: 3 clusters Score -884924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -884923.875000 Penalty: 4573.067383
	Iteration 63Q: 3 clusters Score -884923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -884924.562500 Penalty: 4573.067383
	Iteration 64Q: 3 clusters Score -884924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -884924.562500 Penalty: 4573.067383
	Iteration 65F: 3 clusters Score -884924.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -409005.375000 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -409005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -404738.468750 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -404738.5 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -405770.750000 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -405770.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -405971.250000 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -405971.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -406092.843750 Penalty: 4189.278809
	Iteration 3Q: 3 clusters Score -406092.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -406178.531250 Penalty: 4189.278809
	Iteration 4Q: 3 clusters Score -406178.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -406242.937500 Penalty: 4189.278809
	Iteration 5Q: 3 clusters Score -406242.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -406292.468750 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -406292.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -406331.375000 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -406331.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -406360.187500 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -406360.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -406386.593750 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -406386.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -406414.156250 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -406414.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -406440.406250 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -406440.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -406460.312500 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -406460.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -406475.218750 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -406475.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -406483.125000 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -406483.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -406488.000000 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -406488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -406490.937500 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -406490.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -406494.718750 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -406494.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -406500.156250 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -406500.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -406503.375000 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -406503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -406505.093750 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -406505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -406509.000000 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -406509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -406511.656250 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -406511.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -406518.031250 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -406518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -406520.125000 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -406520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -406522.218750 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -406522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -406524.562500 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -406524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -406528.750000 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -406528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -406532.437500 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -406532.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -406533.812500 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -406533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -406535.843750 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -406535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -406538.562500 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -406538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -406538.687500 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -406538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -406538.812500 Penalty: 4189.278809
	Iteration 33Q: 3 clusters Score -406538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -406539.875000 Penalty: 4189.278809
	Iteration 34Q: 3 clusters Score -406539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -406540.656250 Penalty: 4189.278809
	Iteration 35Q: 3 clusters Score -406540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -406540.593750 Penalty: 4189.278809
	Iteration 36Q: 3 clusters Score -406540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -406540.593750 Penalty: 4189.278809
	Iteration 37F: 3 clusters Score -406540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -293171.281250 Penalty: 2030.174072
	Iteration 0F: 2 clusters Score -293171.3 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 1798 members 
Entering Unmasked Estep 
Score: -289595.250000 Penalty: 4060.348145
	Iteration 0F: 3 clusters Score -289595.2 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -290379.250000 Penalty: 4060.348145
	Iteration 1F: 3 clusters Score -290379.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -290568.062500 Penalty: 4060.348145
	Iteration 2F: 3 clusters Score -290568.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -290717.125000 Penalty: 4060.348145
	Iteration 3F: 3 clusters Score -290717.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -290825.375000 Penalty: 4060.348145
	Iteration 4Q: 3 clusters Score -290825.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -290904.625000 Penalty: 4060.348145
	Iteration 5Q: 3 clusters Score -290904.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -290967.187500 Penalty: 4060.348145
	Iteration 6Q: 3 clusters Score -290967.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -291011.000000 Penalty: 4060.348145
	Iteration 7Q: 3 clusters Score -291011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -291043.656250 Penalty: 4060.348145
	Iteration 8Q: 3 clusters Score -291043.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -291075.406250 Penalty: 4060.348145
	Iteration 9Q: 3 clusters Score -291075.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -291122.656250 Penalty: 4060.348145
	Iteration 10Q: 3 clusters Score -291122.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -291177.250000 Penalty: 4060.348145
	Iteration 11Q: 3 clusters Score -291177.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -291226.843750 Penalty: 4060.348145
	Iteration 12Q: 3 clusters Score -291226.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -291283.750000 Penalty: 4060.348145
	Iteration 13Q: 3 clusters Score -291283.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -291330.125000 Penalty: 4060.348145
	Iteration 14Q: 3 clusters Score -291330.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -291370.437500 Penalty: 4060.348145
	Iteration 15Q: 3 clusters Score -291370.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -291404.406250 Penalty: 4060.348145
	Iteration 16Q: 3 clusters Score -291404.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -291430.250000 Penalty: 4060.348145
	Iteration 17Q: 3 clusters Score -291430.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -291452.531250 Penalty: 4060.348145
	Iteration 18Q: 3 clusters Score -291452.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -291471.500000 Penalty: 4060.348145
	Iteration 19Q: 3 clusters Score -291471.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -291488.906250 Penalty: 4060.348145
	Iteration 20F: 3 clusters Score -291488.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -291504.218750 Penalty: 4060.348145
	Iteration 21Q: 3 clusters Score -291504.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -291511.125000 Penalty: 4060.348145
	Iteration 22Q: 3 clusters Score -291511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -291515.531250 Penalty: 4060.348145
	Iteration 23Q: 3 clusters Score -291515.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -291521.156250 Penalty: 4060.348145
	Iteration 24Q: 3 clusters Score -291521.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -291526.500000 Penalty: 4060.348145
	Iteration 25Q: 3 clusters Score -291526.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -291532.250000 Penalty: 4060.348145
	Iteration 26Q: 3 clusters Score -291532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -291535.218750 Penalty: 4060.348145
	Iteration 27Q: 3 clusters Score -291535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -291541.468750 Penalty: 4060.348145
	Iteration 28Q: 3 clusters Score -291541.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -291550.937500 Penalty: 4060.348145
	Iteration 29Q: 3 clusters Score -291550.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -291561.656250 Penalty: 4060.348145
	Iteration 30Q: 3 clusters Score -291561.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -291569.187500 Penalty: 4060.348145
	Iteration 31Q: 3 clusters Score -291569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -291575.343750 Penalty: 4060.348145
	Iteration 32Q: 3 clusters Score -291575.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -291577.812500 Penalty: 4060.348145
	Iteration 33Q: 3 clusters Score -291577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -291580.750000 Penalty: 4060.348145
	Iteration 34Q: 3 clusters Score -291580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -291582.281250 Penalty: 4060.348145
	Iteration 35Q: 3 clusters Score -291582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -291583.000000 Penalty: 4060.348145
	Iteration 36Q: 3 clusters Score -291583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -291583.687500 Penalty: 4060.348145
	Iteration 37Q: 3 clusters Score -291583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -291583.687500 Penalty: 4060.348145
	Iteration 38F: 3 clusters Score -291583.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Entering Unmasked Estep 
Score: -2574724.500000 Penalty: 2556.438232
	Iteration 0F: 2 clusters Score -2574724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2554194.250000 Penalty: 5112.876465
	Iteration 0F: 3 clusters Score -2554194 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2561687.500000 Penalty: 5112.876465
	Iteration 1F: 3 clusters Score -2561688 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2562200.250000 Penalty: 5112.876465
	Iteration 2Q: 3 clusters Score -2562200 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2562652.250000 Penalty: 5112.876465
	Iteration 3Q: 3 clusters Score -2562652 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2563126.750000 Penalty: 5112.876465
	Iteration 4Q: 3 clusters Score -2563127 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2563724.250000 Penalty: 5112.876465
	Iteration 5Q: 3 clusters Score -2563724 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2564507.000000 Penalty: 5112.876465
	Iteration 6F: 3 clusters Score -2564507 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2565458.500000 Penalty: 5112.876465
	Iteration 7F: 3 clusters Score -2565458 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2566651.250000 Penalty: 5112.876465
	Iteration 8F: 3 clusters Score -2566651 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2567968.500000 Penalty: 5112.876465
	Iteration 9F: 3 clusters Score -2567968 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -2569316.000000 Penalty: 5112.876465
	Iteration 10F: 3 clusters Score -2569316 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -2570482.250000 Penalty: 5112.876465
	Iteration 11Q: 3 clusters Score -2570482 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -2571303.250000 Penalty: 5112.876465
	Iteration 12Q: 3 clusters Score -2571303 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -2571839.750000 Penalty: 5112.876465
	Iteration 13Q: 3 clusters Score -2571840 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -2572118.500000 Penalty: 5112.876465
	Iteration 14Q: 3 clusters Score -2572118 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -2572306.250000 Penalty: 5112.876465
	Iteration 15Q: 3 clusters Score -2572306 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -2572383.000000 Penalty: 5112.876465
	Iteration 16Q: 3 clusters Score -2572383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -2572453.750000 Penalty: 5112.876465
	Iteration 17Q: 3 clusters Score -2572454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -2572513.250000 Penalty: 5112.876465
	Iteration 18Q: 3 clusters Score -2572513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -2572530.000000 Penalty: 5112.876465
	Iteration 19Q: 3 clusters Score -2572530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -2572553.750000 Penalty: 5112.876465
	Iteration 20F: 3 clusters Score -2572554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -2572569.500000 Penalty: 5112.876465
	Iteration 21Q: 3 clusters Score -2572570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -2572577.000000 Penalty: 5112.876465
	Iteration 22Q: 3 clusters Score -2572577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -2572590.500000 Penalty: 5112.876465
	Iteration 23Q: 3 clusters Score -2572590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2572601.500000 Penalty: 5112.876465
	Iteration 24Q: 3 clusters Score -2572602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2572609.500000 Penalty: 5112.876465
	Iteration 25Q: 3 clusters Score -2572610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2572609.500000 Penalty: 5112.876465
	Iteration 26F: 3 clusters Score -2572610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -364868.687500 Penalty: 2087.014893
	Iteration 0F: 2 clusters Score -364868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -360676.406250 Penalty: 4174.029785
	Iteration 0F: 3 clusters Score -360676.4 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -361641.250000 Penalty: 4174.029785
	Iteration 1F: 3 clusters Score -361641.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -361905.593750 Penalty: 4174.029785
	Iteration 2F: 3 clusters Score -361905.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -362037.875000 Penalty: 4174.029785
	Iteration 3F: 3 clusters Score -362037.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -362130.531250 Penalty: 4174.029785
	Iteration 4Q: 3 clusters Score -362130.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -362229.437500 Penalty: 4174.029785
	Iteration 5Q: 3 clusters Score -362229.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -362312.125000 Penalty: 4174.029785
	Iteration 6Q: 3 clusters Score -362312.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -362377.156250 Penalty: 4174.029785
	Iteration 7Q: 3 clusters Score -362377.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -362437.656250 Penalty: 4174.029785
	Iteration 8Q: 3 clusters Score -362437.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -362490.343750 Penalty: 4174.029785
	Iteration 9Q: 3 clusters Score -362490.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -362547.562500 Penalty: 4174.029785
	Iteration 10Q: 3 clusters Score -362547.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -362614.968750 Penalty: 4174.029785
	Iteration 11Q: 3 clusters Score -362615 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -362658.125000 Penalty: 4174.029785
	Iteration 12Q: 3 clusters Score -362658.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -362694.718750 Penalty: 4174.029785
	Iteration 13Q: 3 clusters Score -362694.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -362736.375000 Penalty: 4174.029785
	Iteration 14Q: 3 clusters Score -362736.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -362773.937500 Penalty: 4174.029785
	Iteration 15Q: 3 clusters Score -362773.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -362805.875000 Penalty: 4174.029785
	Iteration 16Q: 3 clusters Score -362805.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -362837.406250 Penalty: 4174.029785
	Iteration 17Q: 3 clusters Score -362837.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -362863.250000 Penalty: 4174.029785
	Iteration 18Q: 3 clusters Score -362863.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -362885.875000 Penalty: 4174.029785
	Iteration 19Q: 3 clusters Score -362885.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -362906.375000 Penalty: 4174.029785
	Iteration 20F: 3 clusters Score -362906.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -362921.843750 Penalty: 4174.029785
	Iteration 21Q: 3 clusters Score -362921.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -362933.437500 Penalty: 4174.029785
	Iteration 22Q: 3 clusters Score -362933.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -362940.718750 Penalty: 4174.029785
	Iteration 23Q: 3 clusters Score -362940.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -362946.562500 Penalty: 4174.029785
	Iteration 24Q: 3 clusters Score -362946.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -362953.343750 Penalty: 4174.029785
	Iteration 25Q: 3 clusters Score -362953.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -362956.468750 Penalty: 4174.029785
	Iteration 26Q: 3 clusters Score -362956.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -362961.781250 Penalty: 4174.029785
	Iteration 27Q: 3 clusters Score -362961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -362966.000000 Penalty: 4174.029785
	Iteration 28Q: 3 clusters Score -362966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -362969.187500 Penalty: 4174.029785
	Iteration 29Q: 3 clusters Score -362969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -362974.312500 Penalty: 4174.029785
	Iteration 30Q: 3 clusters Score -362974.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -362978.125000 Penalty: 4174.029785
	Iteration 31Q: 3 clusters Score -362978.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -362981.468750 Penalty: 4174.029785
	Iteration 32Q: 3 clusters Score -362981.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -362983.687500 Penalty: 4174.029785
	Iteration 33Q: 3 clusters Score -362983.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -362984.062500 Penalty: 4174.029785
	Iteration 34Q: 3 clusters Score -362984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -362984.062500 Penalty: 4174.029785
	Iteration 35F: 3 clusters Score -362984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -986004.250000 Penalty: 2318.069580
	Iteration 0F: 2 clusters Score -986004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -977480.125000 Penalty: 4636.139160
	Iteration 0F: 3 clusters Score -977480.1 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -980019.187500 Penalty: 4636.139160
	Iteration 1F: 3 clusters Score -980019.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -980492.562500 Penalty: 4636.139160
	Iteration 2F: 3 clusters Score -980492.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -981056.687500 Penalty: 4636.139160
	Iteration 3F: 3 clusters Score -981056.7 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -981700.937500 Penalty: 4636.139160
	Iteration 4F: 3 clusters Score -981700.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -982352.250000 Penalty: 4636.139160
	Iteration 5F: 3 clusters Score -982352.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -982950.812500 Penalty: 4636.139160
	Iteration 6F: 3 clusters Score -982950.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -983522.187500 Penalty: 4636.139160
	Iteration 7F: 3 clusters Score -983522.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -983946.000000 Penalty: 4636.139160
	Iteration 8Q: 3 clusters Score -983946 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -984210.437500 Penalty: 4636.139160
	Iteration 9Q: 3 clusters Score -984210.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -984353.875000 Penalty: 4636.139160
	Iteration 10Q: 3 clusters Score -984353.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -984416.750000 Penalty: 4636.139160
	Iteration 11Q: 3 clusters Score -984416.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -984443.500000 Penalty: 4636.139160
	Iteration 12Q: 3 clusters Score -984443.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -984460.062500 Penalty: 4636.139160
	Iteration 13Q: 3 clusters Score -984460.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -984468.375000 Penalty: 4636.139160
	Iteration 14Q: 3 clusters Score -984468.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -984477.812500 Penalty: 4636.139160
	Iteration 15Q: 3 clusters Score -984477.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -984483.500000 Penalty: 4636.139160
	Iteration 16Q: 3 clusters Score -984483.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -984486.250000 Penalty: 4636.139160
	Iteration 17Q: 3 clusters Score -984486.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -984487.437500 Penalty: 4636.139160
	Iteration 18Q: 3 clusters Score -984487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -984487.500000 Penalty: 4636.139160
	Iteration 19Q: 3 clusters Score -984487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -984488.312500 Penalty: 4636.139160
	Iteration 20F: 3 clusters Score -984488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -984489.062500 Penalty: 4636.139160
	Iteration 21Q: 3 clusters Score -984489.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -984489.062500 Penalty: 4636.139160
	Iteration 22F: 3 clusters Score -984489.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Entering Unmasked Estep 
Score: -9191917.000000 Penalty: 2873.595215
	Iteration 0F: 2 clusters Score -9191917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -9119716.000000 Penalty: 5747.190430
	Iteration 0F: 3 clusters Score -9119716 nChanged 51190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -9149458.000000 Penalty: 5747.190430
	Iteration 1F: 3 clusters Score -9149458 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -9150539.000000 Penalty: 5747.190430
	Iteration 2Q: 3 clusters Score -9150539 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -9151730.000000 Penalty: 5747.190430
	Iteration 3Q: 3 clusters Score -9151730 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -9153625.000000 Penalty: 5747.190430
	Iteration 4Q: 3 clusters Score -9153625 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -9156458.000000 Penalty: 5747.190430
	Iteration 5F: 3 clusters Score -9156458 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -9160463.000000 Penalty: 5747.190430
	Iteration 6F: 3 clusters Score -9160463 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -9165397.000000 Penalty: 5747.190430
	Iteration 7F: 3 clusters Score -9165397 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -9170868.000000 Penalty: 5747.190430
	Iteration 8F: 3 clusters Score -9170868 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -9175987.000000 Penalty: 5747.190430
	Iteration 9F: 3 clusters Score -9175987 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -9180244.000000 Penalty: 5747.190430
	Iteration 10F: 3 clusters Score -9180244 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -9183560.000000 Penalty: 5747.190430
	Iteration 11Q: 3 clusters Score -9183560 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -9185969.000000 Penalty: 5747.190430
	Iteration 12Q: 3 clusters Score -9185969 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -9187464.000000 Penalty: 5747.190430
	Iteration 13Q: 3 clusters Score -9187464 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 105949 members 
Entering Unmasked Estep 
Score: -9188403.000000 Penalty: 5747.190430
	Iteration 14Q: 3 clusters Score -9188403 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -9188882.000000 Penalty: 5747.190430
	Iteration 15Q: 3 clusters Score -9188882 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -9189125.000000 Penalty: 5747.190430
	Iteration 16Q: 3 clusters Score -9189125 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 106817 members 
Entering Unmasked Estep 
Score: -9189230.000000 Penalty: 5747.190430
	Iteration 17Q: 3 clusters Score -9189230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -9189304.000000 Penalty: 5747.190430
	Iteration 18Q: 3 clusters Score -9189304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -9189327.000000 Penalty: 5747.190430
	Iteration 19Q: 3 clusters Score -9189327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -9189345.000000 Penalty: 5747.190430
	Iteration 20F: 3 clusters Score -9189345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -9189360.000000 Penalty: 5747.190430
	Iteration 21Q: 3 clusters Score -9189360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -9189388.000000 Penalty: 5747.190430
	Iteration 22Q: 3 clusters Score -9189388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -9189412.000000 Penalty: 5747.190430
	Iteration 23Q: 3 clusters Score -9189412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 106999 members 
Entering Unmasked Estep 
Score: -9189424.000000 Penalty: 5747.190430
	Iteration 24Q: 3 clusters Score -9189424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 107003 members 
Entering Unmasked Estep 
Score: -9189442.000000 Penalty: 5747.190430
	Iteration 25Q: 3 clusters Score -9189442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 107010 members 
Entering Unmasked Estep 
Score: -9189444.000000 Penalty: 5747.190430
	Iteration 26Q: 3 clusters Score -9189444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 107017 members 
Entering Unmasked Estep 
Score: -9189465.000000 Penalty: 5747.190430
	Iteration 27Q: 3 clusters Score -9189465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 107021 members 
Entering Unmasked Estep 
Score: -9189474.000000 Penalty: 5747.190430
	Iteration 28Q: 3 clusters Score -9189474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -9189485.000000 Penalty: 5747.190430
	Iteration 29Q: 3 clusters Score -9189485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 107029 members 
Entering Unmasked Estep 
Score: -9189492.000000 Penalty: 5747.190430
	Iteration 30Q: 3 clusters Score -9189492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 107030 members 
Entering Unmasked Estep 
Score: -9189499.000000 Penalty: 5747.190430
	Iteration 31Q: 3 clusters Score -9189499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 107030 members 
Entering Unmasked Estep 
Score: -9189498.000000 Penalty: 5747.190430
	Iteration 32Q: 3 clusters Score -9189498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -9189501.000000 Penalty: 5747.190430
	Iteration 33Q: 3 clusters Score -9189501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 107031 members 
Entering Unmasked Estep 
Score: -9189495.000000 Penalty: 5747.190430
	Iteration 34Q: 3 clusters Score -9189495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 107031 members 
Entering Unmasked Estep 
Score: -9189495.000000 Penalty: 5747.190430
	Iteration 35F: 3 clusters Score -9189495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -353921.000000 Penalty: 2073.413818
	Iteration 0F: 2 clusters Score -353921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -349848.812500 Penalty: 4146.827637
	Iteration 0F: 3 clusters Score -349848.8 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -350781.125000 Penalty: 4146.827637
	Iteration 1F: 3 clusters Score -350781.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -351011.312500 Penalty: 4146.827637
	Iteration 2F: 3 clusters Score -351011.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -351147.000000 Penalty: 4146.827637
	Iteration 3F: 3 clusters Score -351147 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -351260.062500 Penalty: 4146.827637
	Iteration 4Q: 3 clusters Score -351260.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -351367.468750 Penalty: 4146.827637
	Iteration 5Q: 3 clusters Score -351367.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -351475.718750 Penalty: 4146.827637
	Iteration 6Q: 3 clusters Score -351475.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -351573.906250 Penalty: 4146.827637
	Iteration 7Q: 3 clusters Score -351573.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -351656.843750 Penalty: 4146.827637
	Iteration 8Q: 3 clusters Score -351656.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -351725.125000 Penalty: 4146.827637
	Iteration 9Q: 3 clusters Score -351725.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -351797.406250 Penalty: 4146.827637
	Iteration 10Q: 3 clusters Score -351797.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -351879.375000 Penalty: 4146.827637
	Iteration 11Q: 3 clusters Score -351879.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -351960.687500 Penalty: 4146.827637
	Iteration 12Q: 3 clusters Score -351960.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -352085.687500 Penalty: 4146.827637
	Iteration 13Q: 3 clusters Score -352085.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -352293.625000 Penalty: 4146.827637
	Iteration 14Q: 3 clusters Score -352293.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -352602.343750 Penalty: 4146.827637
	Iteration 15Q: 3 clusters Score -352602.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -352925.031250 Penalty: 4146.827637
	Iteration 16Q: 3 clusters Score -352925 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -353125.031250 Penalty: 4146.827637
	Iteration 17Q: 3 clusters Score -353125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -353202.468750 Penalty: 4146.827637
	Iteration 18Q: 3 clusters Score -353202.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -353250.156250 Penalty: 4146.827637
	Iteration 19Q: 3 clusters Score -353250.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -353282.625000 Penalty: 4146.827637
	Iteration 20F: 3 clusters Score -353282.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -353297.000000 Penalty: 4146.827637
	Iteration 21Q: 3 clusters Score -353297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -353306.718750 Penalty: 4146.827637
	Iteration 22Q: 3 clusters Score -353306.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -353315.687500 Penalty: 4146.827637
	Iteration 23Q: 3 clusters Score -353315.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -353325.875000 Penalty: 4146.827637
	Iteration 24Q: 3 clusters Score -353325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -353333.531250 Penalty: 4146.827637
	Iteration 25Q: 3 clusters Score -353333.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -353337.437500 Penalty: 4146.827637
	Iteration 26Q: 3 clusters Score -353337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -353345.562500 Penalty: 4146.827637
	Iteration 27Q: 3 clusters Score -353345.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -353351.531250 Penalty: 4146.827637
	Iteration 28Q: 3 clusters Score -353351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -353353.656250 Penalty: 4146.827637
	Iteration 29Q: 3 clusters Score -353353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -353354.843750 Penalty: 4146.827637
	Iteration 30Q: 3 clusters Score -353354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -353355.625000 Penalty: 4146.827637
	Iteration 31Q: 3 clusters Score -353355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -353356.468750 Penalty: 4146.827637
	Iteration 32Q: 3 clusters Score -353356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -353356.468750 Penalty: 4146.827637
	Iteration 33F: 3 clusters Score -353356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -484088.781250 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -484088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -478723.500000 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -478723.5 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -480137.375000 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -480137.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -480503.343750 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -480503.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -480781.000000 Penalty: 4347.666992
	Iteration 3F: 3 clusters Score -480781 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -481003.843750 Penalty: 4347.666992
	Iteration 4F: 3 clusters Score -481003.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -481211.156250 Penalty: 4347.666992
	Iteration 5Q: 3 clusters Score -481211.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -481368.312500 Penalty: 4347.666992
	Iteration 6Q: 3 clusters Score -481368.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -481477.781250 Penalty: 4347.666992
	Iteration 7Q: 3 clusters Score -481477.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -481576.687500 Penalty: 4347.666992
	Iteration 8Q: 3 clusters Score -481576.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -481649.718750 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -481649.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -481711.187500 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -481711.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -481750.093750 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -481750.1 nChanged 81
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: -481776.718750 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -481776.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -481798.750000 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -481798.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -481815.281250 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -481815.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -481831.562500 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -481831.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -481843.250000 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -481843.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -481854.500000 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -481854.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -481862.250000 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -481862.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -481871.781250 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -481871.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -481879.343750 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -481879.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -481886.531250 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -481886.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -481893.500000 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -481893.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -481902.625000 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -481902.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -481912.031250 Penalty: 4347.666992
	Iteration 24Q: 3 clusters Score -481912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -481920.875000 Penalty: 4347.666992
	Iteration 25Q: 3 clusters Score -481920.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -481926.687500 Penalty: 4347.666992
	Iteration 26Q: 3 clusters Score -481926.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -481933.750000 Penalty: 4347.666992
	Iteration 27Q: 3 clusters Score -481933.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -481940.000000 Penalty: 4347.666992
	Iteration 28Q: 3 clusters Score -481940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -481948.375000 Penalty: 4347.666992
	Iteration 29Q: 3 clusters Score -481948.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -481957.062500 Penalty: 4347.666992
	Iteration 30Q: 3 clusters Score -481957.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -481963.218750 Penalty: 4347.666992
	Iteration 31Q: 3 clusters Score -481963.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -481968.843750 Penalty: 4347.666992
	Iteration 32Q: 3 clusters Score -481968.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -481975.406250 Penalty: 4347.666992
	Iteration 33Q: 3 clusters Score -481975.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -481984.343750 Penalty: 4347.666992
	Iteration 34Q: 3 clusters Score -481984.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -481994.812500 Penalty: 4347.666992
	Iteration 35Q: 3 clusters Score -481994.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -482002.968750 Penalty: 4347.666992
	Iteration 36Q: 3 clusters Score -482003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -482014.437500 Penalty: 4347.666992
	Iteration 37Q: 3 clusters Score -482014.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -482024.500000 Penalty: 4347.666992
	Iteration 38Q: 3 clusters Score -482024.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -482036.281250 Penalty: 4347.666992
	Iteration 39Q: 3 clusters Score -482036.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -482046.406250 Penalty: 4347.666992
	Iteration 40F: 3 clusters Score -482046.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -482061.968750 Penalty: 4347.666992
	Iteration 41Q: 3 clusters Score -482062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -482074.187500 Penalty: 4347.666992
	Iteration 42Q: 3 clusters Score -482074.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -482092.562500 Penalty: 4347.666992
	Iteration 43Q: 3 clusters Score -482092.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -482108.875000 Penalty: 4347.666992
	Iteration 44Q: 3 clusters Score -482108.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -482129.656250 Penalty: 4347.666992
	Iteration 45Q: 3 clusters Score -482129.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -482156.968750 Penalty: 4347.666992
	Iteration 46Q: 3 clusters Score -482157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -482181.843750 Penalty: 4347.666992
	Iteration 47Q: 3 clusters Score -482181.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -482201.968750 Penalty: 4347.666992
	Iteration 48Q: 3 clusters Score -482202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -482216.906250 Penalty: 4347.666992
	Iteration 49Q: 3 clusters Score -482216.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -482234.937500 Penalty: 4347.666992
	Iteration 50Q: 3 clusters Score -482234.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -482247.656250 Penalty: 4347.666992
	Iteration 51Q: 3 clusters Score -482247.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -482256.937500 Penalty: 4347.666992
	Iteration 52Q: 3 clusters Score -482256.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -482266.968750 Penalty: 4347.666992
	Iteration 53Q: 3 clusters Score -482267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -482278.250000 Penalty: 4347.666992
	Iteration 54Q: 3 clusters Score -482278.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -482287.250000 Penalty: 4347.666992
	Iteration 55Q: 3 clusters Score -482287.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -482293.156250 Penalty: 4347.666992
	Iteration 56Q: 3 clusters Score -482293.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -482297.343750 Penalty: 4347.666992
	Iteration 57Q: 3 clusters Score -482297.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -482303.531250 Penalty: 4347.666992
	Iteration 58Q: 3 clusters Score -482303.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -482307.093750 Penalty: 4347.666992
	Iteration 59Q: 3 clusters Score -482307.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -482310.468750 Penalty: 4347.666992
	Iteration 60F: 3 clusters Score -482310.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -482314.093750 Penalty: 4347.666992
	Iteration 61Q: 3 clusters Score -482314.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -482319.656250 Penalty: 4347.666992
	Iteration 62Q: 3 clusters Score -482319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -482323.062500 Penalty: 4347.666992
	Iteration 63Q: 3 clusters Score -482323.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -482329.593750 Penalty: 4347.666992
	Iteration 64Q: 3 clusters Score -482329.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -482333.218750 Penalty: 4347.666992
	Iteration 65Q: 3 clusters Score -482333.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -482335.687500 Penalty: 4347.666992
	Iteration 66Q: 3 clusters Score -482335.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -482337.250000 Penalty: 4347.666992
	Iteration 67Q: 3 clusters Score -482337.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -482340.781250 Penalty: 4347.666992
	Iteration 68Q: 3 clusters Score -482340.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -482343.906250 Penalty: 4347.666992
	Iteration 69Q: 3 clusters Score -482343.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -482343.812500 Penalty: 4347.666992
	Iteration 70Q: 3 clusters Score -482343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -482347.750000 Penalty: 4347.666992
	Iteration 71Q: 3 clusters Score -482347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -482347.968750 Penalty: 4347.666992
	Iteration 72Q: 3 clusters Score -482348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -482349.843750 Penalty: 4347.666992
	Iteration 73Q: 3 clusters Score -482349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -482351.406250 Penalty: 4347.666992
	Iteration 74Q: 3 clusters Score -482351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -482353.000000 Penalty: 4347.666992
	Iteration 75Q: 3 clusters Score -482353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -482352.468750 Penalty: 4347.666992
	Iteration 76Q: 3 clusters Score -482352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -482353.531250 Penalty: 4347.666992
	Iteration 77Q: 3 clusters Score -482353.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -482354.093750 Penalty: 4347.666992
	Iteration 78Q: 3 clusters Score -482354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -482352.812500 Penalty: 4347.666992
	Iteration 79Q: 3 clusters Score -482352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -482353.062500 Penalty: 4347.666992
	Iteration 80F: 3 clusters Score -482353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Entering Unmasked Estep 
Score: -1029988.312500 Penalty: 2323.355469
	Iteration 0F: 2 clusters Score -1029988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1021232.562500 Penalty: 4646.710938
	Iteration 0F: 3 clusters Score -1021233 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1023946.937500 Penalty: 4646.710938
	Iteration 1F: 3 clusters Score -1023947 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1024394.125000 Penalty: 4646.710938
	Iteration 2F: 3 clusters Score -1024394 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1024808.500000 Penalty: 4646.710938
	Iteration 3F: 3 clusters Score -1024808 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1025234.312500 Penalty: 4646.710938
	Iteration 4F: 3 clusters Score -1025234 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1025721.687500 Penalty: 4646.710938
	Iteration 5F: 3 clusters Score -1025722 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1026249.312500 Penalty: 4646.710938
	Iteration 6F: 3 clusters Score -1026249 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1026741.562500 Penalty: 4646.710938
	Iteration 7F: 3 clusters Score -1026742 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1027194.000000 Penalty: 4646.710938
	Iteration 8Q: 3 clusters Score -1027194 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1027544.125000 Penalty: 4646.710938
	Iteration 9Q: 3 clusters Score -1027544 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1027803.687500 Penalty: 4646.710938
	Iteration 10Q: 3 clusters Score -1027804 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1027976.875000 Penalty: 4646.710938
	Iteration 11Q: 3 clusters Score -1027977 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1028095.000000 Penalty: 4646.710938
	Iteration 12Q: 3 clusters Score -1028095 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1028182.187500 Penalty: 4646.710938
	Iteration 13Q: 3 clusters Score -1028182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1028245.875000 Penalty: 4646.710938
	Iteration 14Q: 3 clusters Score -1028246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1028307.062500 Penalty: 4646.710938
	Iteration 15Q: 3 clusters Score -1028307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1028338.375000 Penalty: 4646.710938
	Iteration 16Q: 3 clusters Score -1028338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1028359.375000 Penalty: 4646.710938
	Iteration 17Q: 3 clusters Score -1028359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1028374.125000 Penalty: 4646.710938
	Iteration 18Q: 3 clusters Score -1028374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1028388.625000 Penalty: 4646.710938
	Iteration 19Q: 3 clusters Score -1028389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1028395.812500 Penalty: 4646.710938
	Iteration 20F: 3 clusters Score -1028396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1028397.937500 Penalty: 4646.710938
	Iteration 21Q: 3 clusters Score -1028398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1028402.500000 Penalty: 4646.710938
	Iteration 22Q: 3 clusters Score -1028402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1028406.875000 Penalty: 4646.710938
	Iteration 23Q: 3 clusters Score -1028407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1028409.187500 Penalty: 4646.710938
	Iteration 24Q: 3 clusters Score -1028409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1028416.500000 Penalty: 4646.710938
	Iteration 25Q: 3 clusters Score -1028416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1028416.062500 Penalty: 4646.710938
	Iteration 26Q: 3 clusters Score -1028416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1028416.062500 Penalty: 4646.710938
	Iteration 27F: 3 clusters Score -1028416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Entering Unmasked Estep 
Score: -1992457.625000 Penalty: 2489.471924
	Iteration 0F: 2 clusters Score -1992458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1976525.625000 Penalty: 4978.943848
	Iteration 0F: 3 clusters Score -1976526 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1982134.000000 Penalty: 4978.943848
	Iteration 1F: 3 clusters Score -1982134 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1982622.625000 Penalty: 4978.943848
	Iteration 2F: 3 clusters Score -1982623 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1982994.750000 Penalty: 4978.943848
	Iteration 3Q: 3 clusters Score -1982995 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1983305.500000 Penalty: 4978.943848
	Iteration 4Q: 3 clusters Score -1983306 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1983625.875000 Penalty: 4978.943848
	Iteration 5Q: 3 clusters Score -1983626 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1983957.750000 Penalty: 4978.943848
	Iteration 6Q: 3 clusters Score -1983958 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1984342.250000 Penalty: 4978.943848
	Iteration 7Q: 3 clusters Score -1984342 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1984801.750000 Penalty: 4978.943848
	Iteration 8Q: 3 clusters Score -1984802 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1985352.500000 Penalty: 4978.943848
	Iteration 9Q: 3 clusters Score -1985352 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1986043.250000 Penalty: 4978.943848
	Iteration 10F: 3 clusters Score -1986043 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1986817.125000 Penalty: 4978.943848
	Iteration 11F: 3 clusters Score -1986817 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1987581.500000 Penalty: 4978.943848
	Iteration 12F: 3 clusters Score -1987582 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1988288.750000 Penalty: 4978.943848
	Iteration 13Q: 3 clusters Score -1988289 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1988887.875000 Penalty: 4978.943848
	Iteration 14Q: 3 clusters Score -1988888 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -1989338.500000 Penalty: 4978.943848
	Iteration 15Q: 3 clusters Score -1989338 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -1989639.625000 Penalty: 4978.943848
	Iteration 16Q: 3 clusters Score -1989640 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -1989843.500000 Penalty: 4978.943848
	Iteration 17Q: 3 clusters Score -1989844 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -1989992.500000 Penalty: 4978.943848
	Iteration 18Q: 3 clusters Score -1989992 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -1990093.000000 Penalty: 4978.943848
	Iteration 19Q: 3 clusters Score -1990093 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -1990187.875000 Penalty: 4978.943848
	Iteration 20F: 3 clusters Score -1990188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -1990246.000000 Penalty: 4978.943848
	Iteration 21Q: 3 clusters Score -1990246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -1990273.250000 Penalty: 4978.943848
	Iteration 22Q: 3 clusters Score -1990273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -1990296.125000 Penalty: 4978.943848
	Iteration 23Q: 3 clusters Score -1990296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -1990320.125000 Penalty: 4978.943848
	Iteration 24Q: 3 clusters Score -1990320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -1990329.000000 Penalty: 4978.943848
	Iteration 25Q: 3 clusters Score -1990329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -1990340.625000 Penalty: 4978.943848
	Iteration 26Q: 3 clusters Score -1990341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -1990354.375000 Penalty: 4978.943848
	Iteration 27Q: 3 clusters Score -1990354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -1990358.250000 Penalty: 4978.943848
	Iteration 28Q: 3 clusters Score -1990358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -1990367.750000 Penalty: 4978.943848
	Iteration 29Q: 3 clusters Score -1990368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -1990370.375000 Penalty: 4978.943848
	Iteration 30Q: 3 clusters Score -1990370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -1990381.500000 Penalty: 4978.943848
	Iteration 31Q: 3 clusters Score -1990382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -1990385.000000 Penalty: 4978.943848
	Iteration 32Q: 3 clusters Score -1990385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -1990391.000000 Penalty: 4978.943848
	Iteration 33Q: 3 clusters Score -1990391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -1990392.625000 Penalty: 4978.943848
	Iteration 34Q: 3 clusters Score -1990393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -1990395.875000 Penalty: 4978.943848
	Iteration 35Q: 3 clusters Score -1990396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -1990395.875000 Penalty: 4978.943848
	Iteration 36F: 3 clusters Score -1990396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Entering Unmasked Estep 
Score: -1589248.625000 Penalty: 2446.998047
	Iteration 0F: 2 clusters Score -1589249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1575689.125000 Penalty: 4893.996094
	Iteration 0F: 3 clusters Score -1575689 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1580480.125000 Penalty: 4893.996094
	Iteration 1F: 3 clusters Score -1580480 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1581101.625000 Penalty: 4893.996094
	Iteration 2F: 3 clusters Score -1581102 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1581840.875000 Penalty: 4893.996094
	Iteration 3F: 3 clusters Score -1581841 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1582744.750000 Penalty: 4893.996094
	Iteration 4F: 3 clusters Score -1582745 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1583751.375000 Penalty: 4893.996094
	Iteration 5F: 3 clusters Score -1583751 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1584731.125000 Penalty: 4893.996094
	Iteration 6F: 3 clusters Score -1584731 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1585647.750000 Penalty: 4893.996094
	Iteration 7F: 3 clusters Score -1585648 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1586278.875000 Penalty: 4893.996094
	Iteration 8Q: 3 clusters Score -1586279 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1586693.125000 Penalty: 4893.996094
	Iteration 9Q: 3 clusters Score -1586693 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1586981.500000 Penalty: 4893.996094
	Iteration 10Q: 3 clusters Score -1586982 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1587166.125000 Penalty: 4893.996094
	Iteration 11Q: 3 clusters Score -1587166 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1587327.125000 Penalty: 4893.996094
	Iteration 12Q: 3 clusters Score -1587327 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1587488.375000 Penalty: 4893.996094
	Iteration 13Q: 3 clusters Score -1587488 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1587604.000000 Penalty: 4893.996094
	Iteration 14Q: 3 clusters Score -1587604 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1587679.625000 Penalty: 4893.996094
	Iteration 15Q: 3 clusters Score -1587680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1587719.625000 Penalty: 4893.996094
	Iteration 16Q: 3 clusters Score -1587720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1587744.500000 Penalty: 4893.996094
	Iteration 17Q: 3 clusters Score -1587744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1587763.000000 Penalty: 4893.996094
	Iteration 18Q: 3 clusters Score -1587763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1587789.625000 Penalty: 4893.996094
	Iteration 19Q: 3 clusters Score -1587790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1587799.250000 Penalty: 4893.996094
	Iteration 20F: 3 clusters Score -1587799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1587804.500000 Penalty: 4893.996094
	Iteration 21Q: 3 clusters Score -1587804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1587814.375000 Penalty: 4893.996094
	Iteration 22Q: 3 clusters Score -1587814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1587825.625000 Penalty: 4893.996094
	Iteration 23Q: 3 clusters Score -1587826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1587828.500000 Penalty: 4893.996094
	Iteration 24Q: 3 clusters Score -1587828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1587835.250000 Penalty: 4893.996094
	Iteration 25Q: 3 clusters Score -1587835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1587833.000000 Penalty: 4893.996094
	Iteration 26Q: 3 clusters Score -1587833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1587832.000000 Penalty: 4893.996094
	Iteration 27Q: 3 clusters Score -1587832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1587834.375000 Penalty: 4893.996094
	Iteration 28Q: 3 clusters Score -1587834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1587837.125000 Penalty: 4893.996094
	Iteration 29Q: 3 clusters Score -1587837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1587835.500000 Penalty: 4893.996094
	Iteration 30Q: 3 clusters Score -1587836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1587840.125000 Penalty: 4893.996094
	Iteration 31Q: 3 clusters Score -1587840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1587841.625000 Penalty: 4893.996094
	Iteration 32Q: 3 clusters Score -1587842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1587844.250000 Penalty: 4893.996094
	Iteration 33Q: 3 clusters Score -1587844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1587845.500000 Penalty: 4893.996094
	Iteration 34Q: 3 clusters Score -1587846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1587851.000000 Penalty: 4893.996094
	Iteration 35Q: 3 clusters Score -1587851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1587854.750000 Penalty: 4893.996094
	Iteration 36Q: 3 clusters Score -1587855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1587858.375000 Penalty: 4893.996094
	Iteration 37Q: 3 clusters Score -1587858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1587859.875000 Penalty: 4893.996094
	Iteration 38Q: 3 clusters Score -1587860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1587862.875000 Penalty: 4893.996094
	Iteration 39Q: 3 clusters Score -1587863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1587864.625000 Penalty: 4893.996094
	Iteration 40F: 3 clusters Score -1587865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1587865.625000 Penalty: 4893.996094
	Iteration 41Q: 3 clusters Score -1587866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1587867.625000 Penalty: 4893.996094
	Iteration 42Q: 3 clusters Score -1587868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1587868.875000 Penalty: 4893.996094
	Iteration 43Q: 3 clusters Score -1587869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1587869.500000 Penalty: 4893.996094
	Iteration 44Q: 3 clusters Score -1587870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1587871.375000 Penalty: 4893.996094
	Iteration 45Q: 3 clusters Score -1587871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1587870.625000 Penalty: 4893.996094
	Iteration 46Q: 3 clusters Score -1587871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1587871.625000 Penalty: 4893.996094
	Iteration 47Q: 3 clusters Score -1587872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1587870.625000 Penalty: 4893.996094
	Iteration 48Q: 3 clusters Score -1587871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1587870.875000 Penalty: 4893.996094
	Iteration 49Q: 3 clusters Score -1587871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1587870.875000 Penalty: 4893.996094
	Iteration 50Q: 3 clusters Score -1587871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1587870.875000 Penalty: 4893.996094
	Iteration 51F: 3 clusters Score -1587871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Entering Unmasked Estep 
Score: -1056204.625000 Penalty: 2346.024170
	Iteration 0F: 2 clusters Score -1056205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1046859.937500 Penalty: 4692.048340
	Iteration 0F: 3 clusters Score -1046860 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1049904.500000 Penalty: 4692.048340
	Iteration 1F: 3 clusters Score -1049904 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1050418.000000 Penalty: 4692.048340
	Iteration 2F: 3 clusters Score -1050418 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1050806.250000 Penalty: 4692.048340
	Iteration 3F: 3 clusters Score -1050806 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1051066.875000 Penalty: 4692.048340
	Iteration 4Q: 3 clusters Score -1051067 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1051282.250000 Penalty: 4692.048340
	Iteration 5Q: 3 clusters Score -1051282 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1051478.125000 Penalty: 4692.048340
	Iteration 6Q: 3 clusters Score -1051478 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1051645.125000 Penalty: 4692.048340
	Iteration 7Q: 3 clusters Score -1051645 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1051790.250000 Penalty: 4692.048340
	Iteration 8Q: 3 clusters Score -1051790 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1051921.250000 Penalty: 4692.048340
	Iteration 9Q: 3 clusters Score -1051921 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1052069.750000 Penalty: 4692.048340
	Iteration 10Q: 3 clusters Score -1052070 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1052227.125000 Penalty: 4692.048340
	Iteration 11Q: 3 clusters Score -1052227 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1052393.250000 Penalty: 4692.048340
	Iteration 12Q: 3 clusters Score -1052393 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1052584.500000 Penalty: 4692.048340
	Iteration 13Q: 3 clusters Score -1052584 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1052814.500000 Penalty: 4692.048340
	Iteration 14Q: 3 clusters Score -1052814 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1053054.375000 Penalty: 4692.048340
	Iteration 15Q: 3 clusters Score -1053054 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1053267.625000 Penalty: 4692.048340
	Iteration 16Q: 3 clusters Score -1053268 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1053460.750000 Penalty: 4692.048340
	Iteration 17Q: 3 clusters Score -1053461 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1053636.500000 Penalty: 4692.048340
	Iteration 18Q: 3 clusters Score -1053636 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1053768.625000 Penalty: 4692.048340
	Iteration 19Q: 3 clusters Score -1053769 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1053869.500000 Penalty: 4692.048340
	Iteration 20F: 3 clusters Score -1053870 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1053950.000000 Penalty: 4692.048340
	Iteration 21Q: 3 clusters Score -1053950 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1054021.875000 Penalty: 4692.048340
	Iteration 22Q: 3 clusters Score -1054022 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1054071.625000 Penalty: 4692.048340
	Iteration 23Q: 3 clusters Score -1054072 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1054114.375000 Penalty: 4692.048340
	Iteration 24Q: 3 clusters Score -1054114 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1054156.125000 Penalty: 4692.048340
	Iteration 25Q: 3 clusters Score -1054156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1054187.250000 Penalty: 4692.048340
	Iteration 26Q: 3 clusters Score -1054187 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1054214.125000 Penalty: 4692.048340
	Iteration 27Q: 3 clusters Score -1054214 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1054242.625000 Penalty: 4692.048340
	Iteration 28Q: 3 clusters Score -1054243 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1054263.375000 Penalty: 4692.048340
	Iteration 29Q: 3 clusters Score -1054263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1054284.625000 Penalty: 4692.048340
	Iteration 30Q: 3 clusters Score -1054285 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1054304.875000 Penalty: 4692.048340
	Iteration 31Q: 3 clusters Score -1054305 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1054327.375000 Penalty: 4692.048340
	Iteration 32Q: 3 clusters Score -1054327 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1054346.375000 Penalty: 4692.048340
	Iteration 33Q: 3 clusters Score -1054346 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1054364.125000 Penalty: 4692.048340
	Iteration 34Q: 3 clusters Score -1054364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1054381.500000 Penalty: 4692.048340
	Iteration 35Q: 3 clusters Score -1054382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1054385.750000 Penalty: 4692.048340
	Iteration 36Q: 3 clusters Score -1054386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1054395.875000 Penalty: 4692.048340
	Iteration 37Q: 3 clusters Score -1054396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1054399.625000 Penalty: 4692.048340
	Iteration 38Q: 3 clusters Score -1054400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1054403.375000 Penalty: 4692.048340
	Iteration 39Q: 3 clusters Score -1054403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1054409.375000 Penalty: 4692.048340
	Iteration 40F: 3 clusters Score -1054409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1054414.875000 Penalty: 4692.048340
	Iteration 41Q: 3 clusters Score -1054415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1054418.125000 Penalty: 4692.048340
	Iteration 42Q: 3 clusters Score -1054418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1054422.625000 Penalty: 4692.048340
	Iteration 43Q: 3 clusters Score -1054423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1054423.125000 Penalty: 4692.048340
	Iteration 44Q: 3 clusters Score -1054423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1054427.750000 Penalty: 4692.048340
	Iteration 45Q: 3 clusters Score -1054428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1054429.500000 Penalty: 4692.048340
	Iteration 46Q: 3 clusters Score -1054430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1054434.875000 Penalty: 4692.048340
	Iteration 47Q: 3 clusters Score -1054435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1054439.750000 Penalty: 4692.048340
	Iteration 48Q: 3 clusters Score -1054440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1054439.625000 Penalty: 4692.048340
	Iteration 49Q: 3 clusters Score -1054440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1054444.500000 Penalty: 4692.048340
	Iteration 50Q: 3 clusters Score -1054444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1054452.375000 Penalty: 4692.048340
	Iteration 51Q: 3 clusters Score -1054452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1054461.625000 Penalty: 4692.048340
	Iteration 52Q: 3 clusters Score -1054462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1054466.875000 Penalty: 4692.048340
	Iteration 53Q: 3 clusters Score -1054467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1054474.750000 Penalty: 4692.048340
	Iteration 54Q: 3 clusters Score -1054475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1054478.750000 Penalty: 4692.048340
	Iteration 55Q: 3 clusters Score -1054479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1054482.625000 Penalty: 4692.048340
	Iteration 56Q: 3 clusters Score -1054483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1054490.125000 Penalty: 4692.048340
	Iteration 57Q: 3 clusters Score -1054490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1054492.250000 Penalty: 4692.048340
	Iteration 58Q: 3 clusters Score -1054492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1054501.250000 Penalty: 4692.048340
	Iteration 59Q: 3 clusters Score -1054501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1054512.125000 Penalty: 4692.048340
	Iteration 60F: 3 clusters Score -1054512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1054516.500000 Penalty: 4692.048340
	Iteration 61Q: 3 clusters Score -1054516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1054518.875000 Penalty: 4692.048340
	Iteration 62Q: 3 clusters Score -1054519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1054529.250000 Penalty: 4692.048340
	Iteration 63Q: 3 clusters Score -1054529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1054536.500000 Penalty: 4692.048340
	Iteration 64Q: 3 clusters Score -1054536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1054538.250000 Penalty: 4692.048340
	Iteration 65Q: 3 clusters Score -1054538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1054545.875000 Penalty: 4692.048340
	Iteration 66Q: 3 clusters Score -1054546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1054550.250000 Penalty: 4692.048340
	Iteration 67Q: 3 clusters Score -1054550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1054553.750000 Penalty: 4692.048340
	Iteration 68Q: 3 clusters Score -1054554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1054552.750000 Penalty: 4692.048340
	Iteration 69Q: 3 clusters Score -1054553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1054560.375000 Penalty: 4692.048340
	Iteration 70Q: 3 clusters Score -1054560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1054565.375000 Penalty: 4692.048340
	Iteration 71Q: 3 clusters Score -1054565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1054566.750000 Penalty: 4692.048340
	Iteration 72Q: 3 clusters Score -1054567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1054570.375000 Penalty: 4692.048340
	Iteration 73Q: 3 clusters Score -1054570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1054576.375000 Penalty: 4692.048340
	Iteration 74Q: 3 clusters Score -1054576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1054577.750000 Penalty: 4692.048340
	Iteration 75Q: 3 clusters Score -1054578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1054583.375000 Penalty: 4692.048340
	Iteration 76Q: 3 clusters Score -1054583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1054583.250000 Penalty: 4692.048340
	Iteration 77Q: 3 clusters Score -1054583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1054588.250000 Penalty: 4692.048340
	Iteration 78Q: 3 clusters Score -1054588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1054591.625000 Penalty: 4692.048340
	Iteration 79Q: 3 clusters Score -1054592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1054593.750000 Penalty: 4692.048340
	Iteration 80F: 3 clusters Score -1054594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1054599 nChanged 20
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Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3793 members 
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Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1054606 nChanged 13
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Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1054607 nChanged 12
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Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1054606 nChanged 14
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Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1054608 nChanged 15
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Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1054612 nChanged 15
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Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1054613 nChanged 11
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Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1054614 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1054620 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1054618 nChanged 11
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Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1054619 nChanged 11
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Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1054619 nChanged 13
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Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1054624 nChanged 20
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Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1054627 nChanged 19
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Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1054631 nChanged 19
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Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1054632 nChanged 15
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Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1054636 nChanged 18
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Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1054643 nChanged 18
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Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1054643 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1054645 nChanged 7
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Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1054644 nChanged 11
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Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1054646 nChanged 12
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Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1054649 nChanged 13
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Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1054649 nChanged 14
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Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1054651 nChanged 4
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Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1054651 nChanged 5
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Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3457 members 
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	Iteration 109Q: 3 clusters Score -1054652 nChanged 6
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Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1054656 nChanged 8
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Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1054654 nChanged 13
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Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3432 members 
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	Iteration 112Q: 3 clusters Score -1054658 nChanged 7
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Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3425 members 
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	Iteration 113Q: 3 clusters Score -1054657 nChanged 9
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Mstep: Class 1 contains 9417 members 
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	Iteration 114Q: 3 clusters Score -1054660 nChanged 10
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Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3406 members 
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	Iteration 115Q: 3 clusters Score -1054659 nChanged 6
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Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3400 members 
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	Iteration 116Q: 3 clusters Score -1054660 nChanged 6
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Mstep: Class 1 contains 9439 members 
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	Iteration 117Q: 3 clusters Score -1054662 nChanged 8
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Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1054663 nChanged 12
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Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1054667 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3367 members 
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	Iteration 120F: 3 clusters Score -1054666 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1054665 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1054666 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1054666 nChanged 9
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Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1054670 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1054672 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1054672 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1054670 nChanged 2
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Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1054672 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1054673 nChanged 2
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Mstep: Class 1 contains 9520 members 
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	Iteration 130Q: 3 clusters Score -1054673 nChanged 3
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Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1054673 nChanged 3
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Mstep: Class 1 contains 9526 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1054674 nChanged 4
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1054676 nChanged 5
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Mstep: Class 1 contains 9535 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1054675 nChanged 8
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1054675 nChanged 10
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Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1054676 nChanged 14
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Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1054681 nChanged 17
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Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3253 members 
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	Iteration 138Q: 3 clusters Score -1054684 nChanged 20
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Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1054688 nChanged 19
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Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1054693 nChanged 18
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3196 members 
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	Iteration 141Q: 3 clusters Score -1054697 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1054702 nChanged 16
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Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3169 members 
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	Iteration 143Q: 3 clusters Score -1054702 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3156 members 
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	Iteration 144Q: 3 clusters Score -1054704 nChanged 15
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Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3141 members 
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	Iteration 145Q: 3 clusters Score -1054708 nChanged 17
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Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3126 members 
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	Iteration 146Q: 3 clusters Score -1054711 nChanged 14
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Mstep: Class 1 contains 9719 members 
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	Iteration 147Q: 3 clusters Score -1054711 nChanged 18
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Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3096 members 
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	Iteration 148Q: 3 clusters Score -1054714 nChanged 18
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Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3078 members 
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	Iteration 149Q: 3 clusters Score -1054718 nChanged 13
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Mstep: Class 1 contains 9768 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1054723 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3051 members 
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	Iteration 151Q: 3 clusters Score -1054724 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3042 members 
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	Iteration 152Q: 3 clusters Score -1054726 nChanged 11
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3033 members 
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	Iteration 153Q: 3 clusters Score -1054726 nChanged 16
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Mstep: Class 1 contains 9816 members 
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	Iteration 154Q: 3 clusters Score -1054728 nChanged 24
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Mstep: Class 1 contains 9840 members 
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	Iteration 155Q: 3 clusters Score -1054733 nChanged 20
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Mstep: Class 1 contains 9858 members 
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	Iteration 156Q: 3 clusters Score -1054734 nChanged 22
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Mstep: Class 1 contains 9876 members 
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	Iteration 157Q: 3 clusters Score -1054741 nChanged 24
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Mstep: Class 1 contains 9898 members 
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	Iteration 158Q: 3 clusters Score -1054744 nChanged 26
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Mstep: Class 1 contains 9924 members 
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	Iteration 159Q: 3 clusters Score -1054749 nChanged 24
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Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2885 members 
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	Iteration 160F: 3 clusters Score -1054753 nChanged 20
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Mstep: Class 1 contains 9966 members 
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	Iteration 161Q: 3 clusters Score -1054758 nChanged 13
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Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2854 members 
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	Iteration 162Q: 3 clusters Score -1054760 nChanged 12
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Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2842 members 
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	Iteration 163Q: 3 clusters Score -1054761 nChanged 13
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	Iteration 164Q: 3 clusters Score -1054767 nChanged 13
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	Iteration 165Q: 3 clusters Score -1054768 nChanged 16
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Mstep: Class 1 contains 10031 members 
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	Iteration 166Q: 3 clusters Score -1054773 nChanged 20
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	Iteration 167Q: 3 clusters Score -1054773 nChanged 16
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Mstep: Class 1 contains 10065 members 
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	Iteration 168Q: 3 clusters Score -1054774 nChanged 19
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Mstep: Class 1 contains 10084 members 
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	Iteration 169Q: 3 clusters Score -1054780 nChanged 17
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	Iteration 170Q: 3 clusters Score -1054782 nChanged 22
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Mstep: Class 1 contains 10119 members 
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	Iteration 171Q: 3 clusters Score -1054787 nChanged 16
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Mstep: Class 1 contains 10133 members 
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	Iteration 172Q: 3 clusters Score -1054790 nChanged 22
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Mstep: Class 1 contains 10155 members 
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	Iteration 173Q: 3 clusters Score -1054794 nChanged 13
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Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1054794.250000 Penalty: 4692.048340
	Iteration 174Q: 3 clusters Score -1054794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1054801.375000 Penalty: 4692.048340
	Iteration 175Q: 3 clusters Score -1054801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1054807.625000 Penalty: 4692.048340
	Iteration 176Q: 3 clusters Score -1054808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1054810.625000 Penalty: 4692.048340
	Iteration 177Q: 3 clusters Score -1054811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1054818.125000 Penalty: 4692.048340
	Iteration 178Q: 3 clusters Score -1054818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1054826.125000 Penalty: 4692.048340
	Iteration 179Q: 3 clusters Score -1054826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1054834.000000 Penalty: 4692.048340
	Iteration 180F: 3 clusters Score -1054834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1054839.375000 Penalty: 4692.048340
	Iteration 181Q: 3 clusters Score -1054839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1054843.750000 Penalty: 4692.048340
	Iteration 182Q: 3 clusters Score -1054844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1054846.125000 Penalty: 4692.048340
	Iteration 183Q: 3 clusters Score -1054846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1054852.000000 Penalty: 4692.048340
	Iteration 184Q: 3 clusters Score -1054852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1054855.875000 Penalty: 4692.048340
	Iteration 185Q: 3 clusters Score -1054856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1054857.375000 Penalty: 4692.048340
	Iteration 186Q: 3 clusters Score -1054857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1054863.625000 Penalty: 4692.048340
	Iteration 187Q: 3 clusters Score -1054864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1054866.125000 Penalty: 4692.048340
	Iteration 188Q: 3 clusters Score -1054866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1054867.625000 Penalty: 4692.048340
	Iteration 189Q: 3 clusters Score -1054868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1054871.625000 Penalty: 4692.048340
	Iteration 190Q: 3 clusters Score -1054872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1054875.000000 Penalty: 4692.048340
	Iteration 191Q: 3 clusters Score -1054875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1054872.875000 Penalty: 4692.048340
	Iteration 192Q: 3 clusters Score -1054873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1054877.125000 Penalty: 4692.048340
	Iteration 193Q: 3 clusters Score -1054877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1054879.375000 Penalty: 4692.048340
	Iteration 194Q: 3 clusters Score -1054879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1054879.125000 Penalty: 4692.048340
	Iteration 195Q: 3 clusters Score -1054879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1054880.875000 Penalty: 4692.048340
	Iteration 196Q: 3 clusters Score -1054881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1054882.125000 Penalty: 4692.048340
	Iteration 197Q: 3 clusters Score -1054882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1054883.250000 Penalty: 4692.048340
	Iteration 198Q: 3 clusters Score -1054883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1054881.000000 Penalty: 4692.048340
	Iteration 199Q: 3 clusters Score -1054881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1054883.375000 Penalty: 4692.048340
	Iteration 200F: 3 clusters Score -1054883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1054885.750000 Penalty: 4692.048340
	Iteration 201Q: 3 clusters Score -1054886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1054885.875000 Penalty: 4692.048340
	Iteration 202Q: 3 clusters Score -1054886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1054886.875000 Penalty: 4692.048340
	Iteration 203Q: 3 clusters Score -1054887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1054887.125000 Penalty: 4692.048340
	Iteration 204Q: 3 clusters Score -1054887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1054890.000000 Penalty: 4692.048340
	Iteration 205Q: 3 clusters Score -1054890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1054890.250000 Penalty: 4692.048340
	Iteration 206Q: 3 clusters Score -1054890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1054891.250000 Penalty: 4692.048340
	Iteration 207Q: 3 clusters Score -1054891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1054892.250000 Penalty: 4692.048340
	Iteration 208Q: 3 clusters Score -1054892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1054893.625000 Penalty: 4692.048340
	Iteration 209Q: 3 clusters Score -1054894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1054895.250000 Penalty: 4692.048340
	Iteration 210Q: 3 clusters Score -1054895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1054895.000000 Penalty: 4692.048340
	Iteration 211Q: 3 clusters Score -1054895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1054896.750000 Penalty: 4692.048340
	Iteration 212Q: 3 clusters Score -1054897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1054894.125000 Penalty: 4692.048340
	Iteration 213Q: 3 clusters Score -1054894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1054893.750000 Penalty: 4692.048340
	Iteration 214Q: 3 clusters Score -1054894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1054893.750000 Penalty: 4692.048340
	Iteration 215F: 3 clusters Score -1054894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Entering Unmasked Estep 
Score: -233399.000000 Penalty: 1977.427979
	Iteration 0F: 2 clusters Score -233399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -230213.562500 Penalty: 3954.855957
	Iteration 0F: 3 clusters Score -230213.6 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -230848.218750 Penalty: 3954.855957
	Iteration 1F: 3 clusters Score -230848.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -230991.765625 Penalty: 3954.855957
	Iteration 2F: 3 clusters Score -230991.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -231068.828125 Penalty: 3954.855957
	Iteration 3Q: 3 clusters Score -231068.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -231123.593750 Penalty: 3954.855957
	Iteration 4Q: 3 clusters Score -231123.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -231161.359375 Penalty: 3954.855957
	Iteration 5Q: 3 clusters Score -231161.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -231196.578125 Penalty: 3954.855957
	Iteration 6Q: 3 clusters Score -231196.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -231222.500000 Penalty: 3954.855957
	Iteration 7Q: 3 clusters Score -231222.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -231247.578125 Penalty: 3954.855957
	Iteration 8Q: 3 clusters Score -231247.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -231266.031250 Penalty: 3954.855957
	Iteration 9Q: 3 clusters Score -231266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -231280.828125 Penalty: 3954.855957
	Iteration 10Q: 3 clusters Score -231280.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -231298.093750 Penalty: 3954.855957
	Iteration 11Q: 3 clusters Score -231298.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -231308.968750 Penalty: 3954.855957
	Iteration 12Q: 3 clusters Score -231309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -231320.625000 Penalty: 3954.855957
	Iteration 13Q: 3 clusters Score -231320.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -231329.781250 Penalty: 3954.855957
	Iteration 14Q: 3 clusters Score -231329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -231337.375000 Penalty: 3954.855957
	Iteration 15Q: 3 clusters Score -231337.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -231346.093750 Penalty: 3954.855957
	Iteration 16Q: 3 clusters Score -231346.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -231354.750000 Penalty: 3954.855957
	Iteration 17Q: 3 clusters Score -231354.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -231364.578125 Penalty: 3954.855957
	Iteration 18Q: 3 clusters Score -231364.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -231382.812500 Penalty: 3954.855957
	Iteration 19Q: 3 clusters Score -231382.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -231401.421875 Penalty: 3954.855957
	Iteration 20F: 3 clusters Score -231401.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -231417.625000 Penalty: 3954.855957
	Iteration 21Q: 3 clusters Score -231417.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -231426.468750 Penalty: 3954.855957
	Iteration 22Q: 3 clusters Score -231426.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -231430.453125 Penalty: 3954.855957
	Iteration 23Q: 3 clusters Score -231430.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -231432.843750 Penalty: 3954.855957
	Iteration 24Q: 3 clusters Score -231432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -231436.375000 Penalty: 3954.855957
	Iteration 25Q: 3 clusters Score -231436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -231440.187500 Penalty: 3954.855957
	Iteration 26Q: 3 clusters Score -231440.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -231443.031250 Penalty: 3954.855957
	Iteration 27Q: 3 clusters Score -231443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -231445.453125 Penalty: 3954.855957
	Iteration 28Q: 3 clusters Score -231445.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -231446.375000 Penalty: 3954.855957
	Iteration 29Q: 3 clusters Score -231446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -231447.015625 Penalty: 3954.855957
	Iteration 30Q: 3 clusters Score -231447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -231447.375000 Penalty: 3954.855957
	Iteration 31Q: 3 clusters Score -231447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -231447.375000 Penalty: 3954.855957
	Iteration 32F: 3 clusters Score -231447.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Entering Unmasked Estep 
Score: -2142813.000000 Penalty: 2509.752441
	Iteration 0F: 2 clusters Score -2142813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2125621.000000 Penalty: 5019.504883
	Iteration 0F: 3 clusters Score -2125621 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2131709.500000 Penalty: 5019.504883
	Iteration 1F: 3 clusters Score -2131710 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2132138.500000 Penalty: 5019.504883
	Iteration 2F: 3 clusters Score -2132138 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2132535.000000 Penalty: 5019.504883
	Iteration 3Q: 3 clusters Score -2132535 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2132932.000000 Penalty: 5019.504883
	Iteration 4Q: 3 clusters Score -2132932 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2133433.000000 Penalty: 5019.504883
	Iteration 5Q: 3 clusters Score -2133433 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2134071.500000 Penalty: 5019.504883
	Iteration 6Q: 3 clusters Score -2134072 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2134776.250000 Penalty: 5019.504883
	Iteration 7F: 3 clusters Score -2134776 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2135521.250000 Penalty: 5019.504883
	Iteration 8F: 3 clusters Score -2135521 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2136265.750000 Penalty: 5019.504883
	Iteration 9F: 3 clusters Score -2136266 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2136948.750000 Penalty: 5019.504883
	Iteration 10F: 3 clusters Score -2136949 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2137476.500000 Penalty: 5019.504883
	Iteration 11Q: 3 clusters Score -2137476 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2137872.250000 Penalty: 5019.504883
	Iteration 12Q: 3 clusters Score -2137872 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2138212.250000 Penalty: 5019.504883
	Iteration 13Q: 3 clusters Score -2138212 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2138515.250000 Penalty: 5019.504883
	Iteration 14Q: 3 clusters Score -2138515 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2138806.750000 Penalty: 5019.504883
	Iteration 15Q: 3 clusters Score -2138807 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2139110.750000 Penalty: 5019.504883
	Iteration 16Q: 3 clusters Score -2139111 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2139366.000000 Penalty: 5019.504883
	Iteration 17Q: 3 clusters Score -2139366 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2139563.250000 Penalty: 5019.504883
	Iteration 18Q: 3 clusters Score -2139563 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2139698.000000 Penalty: 5019.504883
	Iteration 19Q: 3 clusters Score -2139698 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2139797.250000 Penalty: 5019.504883
	Iteration 20F: 3 clusters Score -2139797 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2139860.000000 Penalty: 5019.504883
	Iteration 21Q: 3 clusters Score -2139860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2139920.750000 Penalty: 5019.504883
	Iteration 22Q: 3 clusters Score -2139921 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2139975.000000 Penalty: 5019.504883
	Iteration 23Q: 3 clusters Score -2139975 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2140026.000000 Penalty: 5019.504883
	Iteration 24Q: 3 clusters Score -2140026 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2140084.000000 Penalty: 5019.504883
	Iteration 25Q: 3 clusters Score -2140084 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2140135.250000 Penalty: 5019.504883
	Iteration 26Q: 3 clusters Score -2140135 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2140177.250000 Penalty: 5019.504883
	Iteration 27Q: 3 clusters Score -2140177 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2140231.750000 Penalty: 5019.504883
	Iteration 28Q: 3 clusters Score -2140232 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2140272.000000 Penalty: 5019.504883
	Iteration 29Q: 3 clusters Score -2140272 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2140317.250000 Penalty: 5019.504883
	Iteration 30Q: 3 clusters Score -2140317 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2140358.000000 Penalty: 5019.504883
	Iteration 31Q: 3 clusters Score -2140358 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2140404.000000 Penalty: 5019.504883
	Iteration 32Q: 3 clusters Score -2140404 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2140450.500000 Penalty: 5019.504883
	Iteration 33Q: 3 clusters Score -2140450 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2140508.500000 Penalty: 5019.504883
	Iteration 34Q: 3 clusters Score -2140508 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2140577.000000 Penalty: 5019.504883
	Iteration 35Q: 3 clusters Score -2140577 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2140637.000000 Penalty: 5019.504883
	Iteration 36Q: 3 clusters Score -2140637 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2140687.250000 Penalty: 5019.504883
	Iteration 37Q: 3 clusters Score -2140687 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2140719.750000 Penalty: 5019.504883
	Iteration 38Q: 3 clusters Score -2140720 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2140757.750000 Penalty: 5019.504883
	Iteration 39Q: 3 clusters Score -2140758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2140788.000000 Penalty: 5019.504883
	Iteration 40F: 3 clusters Score -2140788 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2140806.250000 Penalty: 5019.504883
	Iteration 41Q: 3 clusters Score -2140806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2140831.500000 Penalty: 5019.504883
	Iteration 42Q: 3 clusters Score -2140832 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2140861.000000 Penalty: 5019.504883
	Iteration 43Q: 3 clusters Score -2140861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2140868.000000 Penalty: 5019.504883
	Iteration 44Q: 3 clusters Score -2140868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2140881.250000 Penalty: 5019.504883
	Iteration 45Q: 3 clusters Score -2140881 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2140902.500000 Penalty: 5019.504883
	Iteration 46Q: 3 clusters Score -2140902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2140916.750000 Penalty: 5019.504883
	Iteration 47Q: 3 clusters Score -2140917 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2140923.000000 Penalty: 5019.504883
	Iteration 48Q: 3 clusters Score -2140923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2140944.000000 Penalty: 5019.504883
	Iteration 49Q: 3 clusters Score -2140944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2140952.500000 Penalty: 5019.504883
	Iteration 50Q: 3 clusters Score -2140952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2140964.000000 Penalty: 5019.504883
	Iteration 51Q: 3 clusters Score -2140964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2140978.750000 Penalty: 5019.504883
	Iteration 52Q: 3 clusters Score -2140979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2140978.750000 Penalty: 5019.504883
	Iteration 53Q: 3 clusters Score -2140979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2140990.250000 Penalty: 5019.504883
	Iteration 54Q: 3 clusters Score -2140990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2141005.250000 Penalty: 5019.504883
	Iteration 55Q: 3 clusters Score -2141005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2141008.750000 Penalty: 5019.504883
	Iteration 56Q: 3 clusters Score -2141009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2141014.250000 Penalty: 5019.504883
	Iteration 57Q: 3 clusters Score -2141014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2141027.750000 Penalty: 5019.504883
	Iteration 58Q: 3 clusters Score -2141028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2141035.750000 Penalty: 5019.504883
	Iteration 59Q: 3 clusters Score -2141036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2141047.000000 Penalty: 5019.504883
	Iteration 60F: 3 clusters Score -2141047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2141051.500000 Penalty: 5019.504883
	Iteration 61Q: 3 clusters Score -2141052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2141063.750000 Penalty: 5019.504883
	Iteration 62Q: 3 clusters Score -2141064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2141064.750000 Penalty: 5019.504883
	Iteration 63Q: 3 clusters Score -2141065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2141074.000000 Penalty: 5019.504883
	Iteration 64Q: 3 clusters Score -2141074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2141084.000000 Penalty: 5019.504883
	Iteration 65Q: 3 clusters Score -2141084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2141091.250000 Penalty: 5019.504883
	Iteration 66Q: 3 clusters Score -2141091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2141088.500000 Penalty: 5019.504883
	Iteration 67Q: 3 clusters Score -2141088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2141094.000000 Penalty: 5019.504883
	Iteration 68Q: 3 clusters Score -2141094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2141096.500000 Penalty: 5019.504883
	Iteration 69Q: 3 clusters Score -2141096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2141101.500000 Penalty: 5019.504883
	Iteration 70Q: 3 clusters Score -2141102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2141104.250000 Penalty: 5019.504883
	Iteration 71Q: 3 clusters Score -2141104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2141105.250000 Penalty: 5019.504883
	Iteration 72Q: 3 clusters Score -2141105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2141110.750000 Penalty: 5019.504883
	Iteration 73Q: 3 clusters Score -2141111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2141116.000000 Penalty: 5019.504883
	Iteration 74Q: 3 clusters Score -2141116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2141111.250000 Penalty: 5019.504883
	Iteration 75Q: 3 clusters Score -2141111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2141113.750000 Penalty: 5019.504883
	Iteration 76Q: 3 clusters Score -2141114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2141117.750000 Penalty: 5019.504883
	Iteration 77Q: 3 clusters Score -2141118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2141124.000000 Penalty: 5019.504883
	Iteration 78Q: 3 clusters Score -2141124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2141120.000000 Penalty: 5019.504883
	Iteration 79Q: 3 clusters Score -2141120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2141121.250000 Penalty: 5019.504883
	Iteration 80F: 3 clusters Score -2141121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Entering Unmasked Estep 
Score: -615076.937500 Penalty: 2219.828613
	Iteration 0F: 2 clusters Score -615076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -608777.500000 Penalty: 4439.657227
	Iteration 0F: 3 clusters Score -608777.5 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -610449.312500 Penalty: 4439.657227
	Iteration 1F: 3 clusters Score -610449.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -610769.562500 Penalty: 4439.657227
	Iteration 2F: 3 clusters Score -610769.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -611071.562500 Penalty: 4439.657227
	Iteration 3F: 3 clusters Score -611071.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -611382.562500 Penalty: 4439.657227
	Iteration 4F: 3 clusters Score -611382.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -611699.812500 Penalty: 4439.657227
	Iteration 5F: 3 clusters Score -611699.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -612052.562500 Penalty: 4439.657227
	Iteration 6F: 3 clusters Score -612052.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -612375.812500 Penalty: 4439.657227
	Iteration 7F: 3 clusters Score -612375.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -612655.312500 Penalty: 4439.657227
	Iteration 8Q: 3 clusters Score -612655.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -612894.875000 Penalty: 4439.657227
	Iteration 9Q: 3 clusters Score -612894.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -613085.437500 Penalty: 4439.657227
	Iteration 10Q: 3 clusters Score -613085.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -613244.687500 Penalty: 4439.657227
	Iteration 11Q: 3 clusters Score -613244.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -613343.187500 Penalty: 4439.657227
	Iteration 12Q: 3 clusters Score -613343.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -613423.500000 Penalty: 4439.657227
	Iteration 13Q: 3 clusters Score -613423.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -613476.062500 Penalty: 4439.657227
	Iteration 14Q: 3 clusters Score -613476.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -613511.625000 Penalty: 4439.657227
	Iteration 15Q: 3 clusters Score -613511.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -613538.875000 Penalty: 4439.657227
	Iteration 16Q: 3 clusters Score -613538.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -613560.687500 Penalty: 4439.657227
	Iteration 17Q: 3 clusters Score -613560.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -613580.562500 Penalty: 4439.657227
	Iteration 18Q: 3 clusters Score -613580.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -613592.500000 Penalty: 4439.657227
	Iteration 19Q: 3 clusters Score -613592.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -613604.875000 Penalty: 4439.657227
	Iteration 20F: 3 clusters Score -613604.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -613613.125000 Penalty: 4439.657227
	Iteration 21Q: 3 clusters Score -613613.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -613617.562500 Penalty: 4439.657227
	Iteration 22Q: 3 clusters Score -613617.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -613622.750000 Penalty: 4439.657227
	Iteration 23Q: 3 clusters Score -613622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -613624.125000 Penalty: 4439.657227
	Iteration 24Q: 3 clusters Score -613624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -613626.250000 Penalty: 4439.657227
	Iteration 25Q: 3 clusters Score -613626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -613626.687500 Penalty: 4439.657227
	Iteration 26Q: 3 clusters Score -613626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -613629.000000 Penalty: 4439.657227
	Iteration 27Q: 3 clusters Score -613629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -613631.125000 Penalty: 4439.657227
	Iteration 28Q: 3 clusters Score -613631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -613634.562500 Penalty: 4439.657227
	Iteration 29Q: 3 clusters Score -613634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -613635.062500 Penalty: 4439.657227
	Iteration 30Q: 3 clusters Score -613635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -613636.187500 Penalty: 4439.657227
	Iteration 31Q: 3 clusters Score -613636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -613637.562500 Penalty: 4439.657227
	Iteration 32Q: 3 clusters Score -613637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -613637.250000 Penalty: 4439.657227
	Iteration 33Q: 3 clusters Score -613637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -613638.375000 Penalty: 4439.657227
	Iteration 34Q: 3 clusters Score -613638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -613638.375000 Penalty: 4439.657227
	Iteration 35Q: 3 clusters Score -613638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -613639.187500 Penalty: 4439.657227
	Iteration 36Q: 3 clusters Score -613639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -613639.812500 Penalty: 4439.657227
	Iteration 37Q: 3 clusters Score -613639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -613639.250000 Penalty: 4439.657227
	Iteration 38Q: 3 clusters Score -613639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -613643.312500 Penalty: 4439.657227
	Iteration 39Q: 3 clusters Score -613643.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -613645.187500 Penalty: 4439.657227
	Iteration 40F: 3 clusters Score -613645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -613647.000000 Penalty: 4439.657227
	Iteration 41Q: 3 clusters Score -613647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -613649.437500 Penalty: 4439.657227
	Iteration 42Q: 3 clusters Score -613649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -613651.125000 Penalty: 4439.657227
	Iteration 43Q: 3 clusters Score -613651.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -613654.312500 Penalty: 4439.657227
	Iteration 44Q: 3 clusters Score -613654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -613656.250000 Penalty: 4439.657227
	Iteration 45Q: 3 clusters Score -613656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -613656.625000 Penalty: 4439.657227
	Iteration 46Q: 3 clusters Score -613656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -613660.375000 Penalty: 4439.657227
	Iteration 47Q: 3 clusters Score -613660.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -613664.062500 Penalty: 4439.657227
	Iteration 48Q: 3 clusters Score -613664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -613664.000000 Penalty: 4439.657227
	Iteration 49Q: 3 clusters Score -613664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -613665.125000 Penalty: 4439.657227
	Iteration 50Q: 3 clusters Score -613665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -613670.000000 Penalty: 4439.657227
	Iteration 51Q: 3 clusters Score -613670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -613674.625000 Penalty: 4439.657227
	Iteration 52Q: 3 clusters Score -613674.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -613678.250000 Penalty: 4439.657227
	Iteration 53Q: 3 clusters Score -613678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -613681.312500 Penalty: 4439.657227
	Iteration 54Q: 3 clusters Score -613681.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -613687.062500 Penalty: 4439.657227
	Iteration 55Q: 3 clusters Score -613687.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -613692.250000 Penalty: 4439.657227
	Iteration 56Q: 3 clusters Score -613692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -613693.312500 Penalty: 4439.657227
	Iteration 57Q: 3 clusters Score -613693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -613692.687500 Penalty: 4439.657227
	Iteration 58Q: 3 clusters Score -613692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -613694.875000 Penalty: 4439.657227
	Iteration 59Q: 3 clusters Score -613694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -613694.875000 Penalty: 4439.657227
	Iteration 60F: 3 clusters Score -613694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -613696.437500 Penalty: 4439.657227
	Iteration 61Q: 3 clusters Score -613696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -613696.437500 Penalty: 4439.657227
	Iteration 62F: 3 clusters Score -613696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -468304.718750 Penalty: 2128.393311
	Iteration 0F: 2 clusters Score -468304.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -463580.718750 Penalty: 4256.786621
	Iteration 0F: 3 clusters Score -463580.7 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -464757.375000 Penalty: 4256.786621
	Iteration 1F: 3 clusters Score -464757.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -464977.687500 Penalty: 4256.786621
	Iteration 2F: 3 clusters Score -464977.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -465114.906250 Penalty: 4256.786621
	Iteration 3F: 3 clusters Score -465114.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -465201.531250 Penalty: 4256.786621
	Iteration 4Q: 3 clusters Score -465201.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -465273.000000 Penalty: 4256.786621
	Iteration 5Q: 3 clusters Score -465273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -465325.125000 Penalty: 4256.786621
	Iteration 6Q: 3 clusters Score -465325.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -465356.125000 Penalty: 4256.786621
	Iteration 7Q: 3 clusters Score -465356.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -465383.000000 Penalty: 4256.786621
	Iteration 8Q: 3 clusters Score -465383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -465407.781250 Penalty: 4256.786621
	Iteration 9Q: 3 clusters Score -465407.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -465429.406250 Penalty: 4256.786621
	Iteration 10Q: 3 clusters Score -465429.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -465446.531250 Penalty: 4256.786621
	Iteration 11Q: 3 clusters Score -465446.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -465464.093750 Penalty: 4256.786621
	Iteration 12Q: 3 clusters Score -465464.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -465478.593750 Penalty: 4256.786621
	Iteration 13Q: 3 clusters Score -465478.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -465498.906250 Penalty: 4256.786621
	Iteration 14Q: 3 clusters Score -465498.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -465522.687500 Penalty: 4256.786621
	Iteration 15Q: 3 clusters Score -465522.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -465549.500000 Penalty: 4256.786621
	Iteration 16Q: 3 clusters Score -465549.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -465579.343750 Penalty: 4256.786621
	Iteration 17Q: 3 clusters Score -465579.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -465611.343750 Penalty: 4256.786621
	Iteration 18Q: 3 clusters Score -465611.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -465636.718750 Penalty: 4256.786621
	Iteration 19Q: 3 clusters Score -465636.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -465666.562500 Penalty: 4256.786621
	Iteration 20F: 3 clusters Score -465666.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -465702.437500 Penalty: 4256.786621
	Iteration 21Q: 3 clusters Score -465702.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -465744.343750 Penalty: 4256.786621
	Iteration 22Q: 3 clusters Score -465744.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -465787.750000 Penalty: 4256.786621
	Iteration 23Q: 3 clusters Score -465787.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -465824.593750 Penalty: 4256.786621
	Iteration 24Q: 3 clusters Score -465824.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -465863.156250 Penalty: 4256.786621
	Iteration 25Q: 3 clusters Score -465863.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -465901.906250 Penalty: 4256.786621
	Iteration 26Q: 3 clusters Score -465901.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -465940.125000 Penalty: 4256.786621
	Iteration 27Q: 3 clusters Score -465940.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -465970.718750 Penalty: 4256.786621
	Iteration 28Q: 3 clusters Score -465970.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -466006.187500 Penalty: 4256.786621
	Iteration 29Q: 3 clusters Score -466006.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -466037.406250 Penalty: 4256.786621
	Iteration 30Q: 3 clusters Score -466037.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -466067.468750 Penalty: 4256.786621
	Iteration 31Q: 3 clusters Score -466067.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -466093.968750 Penalty: 4256.786621
	Iteration 32Q: 3 clusters Score -466094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -466118.687500 Penalty: 4256.786621
	Iteration 33Q: 3 clusters Score -466118.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -466141.812500 Penalty: 4256.786621
	Iteration 34Q: 3 clusters Score -466141.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -466158.187500 Penalty: 4256.786621
	Iteration 35Q: 3 clusters Score -466158.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -466174.156250 Penalty: 4256.786621
	Iteration 36Q: 3 clusters Score -466174.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -466197.218750 Penalty: 4256.786621
	Iteration 37Q: 3 clusters Score -466197.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -466215.343750 Penalty: 4256.786621
	Iteration 38Q: 3 clusters Score -466215.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -466234.406250 Penalty: 4256.786621
	Iteration 39Q: 3 clusters Score -466234.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -466244.906250 Penalty: 4256.786621
	Iteration 40F: 3 clusters Score -466244.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -466254.000000 Penalty: 4256.786621
	Iteration 41Q: 3 clusters Score -466254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -466263.781250 Penalty: 4256.786621
	Iteration 42Q: 3 clusters Score -466263.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -466273.531250 Penalty: 4256.786621
	Iteration 43Q: 3 clusters Score -466273.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -466280.468750 Penalty: 4256.786621
	Iteration 44Q: 3 clusters Score -466280.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -466283.875000 Penalty: 4256.786621
	Iteration 45Q: 3 clusters Score -466283.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -466292.093750 Penalty: 4256.786621
	Iteration 46Q: 3 clusters Score -466292.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -466298.218750 Penalty: 4256.786621
	Iteration 47Q: 3 clusters Score -466298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -466304.312500 Penalty: 4256.786621
	Iteration 48Q: 3 clusters Score -466304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -466306.625000 Penalty: 4256.786621
	Iteration 49Q: 3 clusters Score -466306.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -466309.281250 Penalty: 4256.786621
	Iteration 50Q: 3 clusters Score -466309.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -466311.062500 Penalty: 4256.786621
	Iteration 51Q: 3 clusters Score -466311.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -466315.718750 Penalty: 4256.786621
	Iteration 52Q: 3 clusters Score -466315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -466318.718750 Penalty: 4256.786621
	Iteration 53Q: 3 clusters Score -466318.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -466324.031250 Penalty: 4256.786621
	Iteration 54Q: 3 clusters Score -466324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -466326.468750 Penalty: 4256.786621
	Iteration 55Q: 3 clusters Score -466326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -466329.843750 Penalty: 4256.786621
	Iteration 56Q: 3 clusters Score -466329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -466336.062500 Penalty: 4256.786621
	Iteration 57Q: 3 clusters Score -466336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -466340.031250 Penalty: 4256.786621
	Iteration 58Q: 3 clusters Score -466340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -466345.375000 Penalty: 4256.786621
	Iteration 59Q: 3 clusters Score -466345.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -466351.843750 Penalty: 4256.786621
	Iteration 60F: 3 clusters Score -466351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -466360.312500 Penalty: 4256.786621
	Iteration 61Q: 3 clusters Score -466360.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -466366.968750 Penalty: 4256.786621
	Iteration 62Q: 3 clusters Score -466367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -466370.687500 Penalty: 4256.786621
	Iteration 63Q: 3 clusters Score -466370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -466373.593750 Penalty: 4256.786621
	Iteration 64Q: 3 clusters Score -466373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -466376.656250 Penalty: 4256.786621
	Iteration 65Q: 3 clusters Score -466376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -466381.281250 Penalty: 4256.786621
	Iteration 66Q: 3 clusters Score -466381.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -466383.937500 Penalty: 4256.786621
	Iteration 67Q: 3 clusters Score -466383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -466384.937500 Penalty: 4256.786621
	Iteration 68Q: 3 clusters Score -466384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -466385.843750 Penalty: 4256.786621
	Iteration 69Q: 3 clusters Score -466385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -466387.687500 Penalty: 4256.786621
	Iteration 70Q: 3 clusters Score -466387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -466387.906250 Penalty: 4256.786621
	Iteration 71Q: 3 clusters Score -466387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -466388.500000 Penalty: 4256.786621
	Iteration 72Q: 3 clusters Score -466388.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -466388.500000 Penalty: 4256.786621
	Iteration 73F: 3 clusters Score -466388.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -524553.875000 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -524553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -519436.375000 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -519436.4 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -520717.656250 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -520717.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -520959.656250 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -520959.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -521135.281250 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -521135.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -521282.906250 Penalty: 4314.380371
	Iteration 4Q: 3 clusters Score -521282.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -521408.687500 Penalty: 4314.380371
	Iteration 5Q: 3 clusters Score -521408.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -521520.468750 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -521520.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -521637.343750 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -521637.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -521748.343750 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -521748.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -521868.875000 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -521868.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -521979.031250 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -521979 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -522079.468750 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -522079.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -522164.562500 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -522164.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -522243.875000 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -522243.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -522316.093750 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -522316.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -522372.718750 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -522372.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -522415.843750 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -522415.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -522450.937500 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -522450.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -522478.468750 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -522478.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -522499.125000 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -522499.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -522516.781250 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -522516.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -522532.687500 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -522532.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -522549.812500 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -522549.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -522562.812500 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -522562.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -522575.218750 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -522575.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -522586.968750 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -522587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -522594.062500 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -522594.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -522601.000000 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -522601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -522609.031250 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -522609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -522616.125000 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -522616.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -522620.906250 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -522620.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -522627.750000 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -522627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -522637.937500 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -522637.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -522647.656250 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -522647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -522651.093750 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -522651.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -522657.281250 Penalty: 4314.380371
	Iteration 35Q: 3 clusters Score -522657.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -522665.343750 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -522665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -522672.375000 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -522672.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -522681.468750 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -522681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -522693.093750 Penalty: 4314.380371
	Iteration 39Q: 3 clusters Score -522693.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -522701.000000 Penalty: 4314.380371
	Iteration 40F: 3 clusters Score -522701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -522704.937500 Penalty: 4314.380371
	Iteration 41Q: 3 clusters Score -522704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -522707.937500 Penalty: 4314.380371
	Iteration 42Q: 3 clusters Score -522707.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -522710.687500 Penalty: 4314.380371
	Iteration 43Q: 3 clusters Score -522710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -522710.687500 Penalty: 4314.380371
	Iteration 44F: 3 clusters Score -522710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -782983.562500 Penalty: 2257.897217
	Iteration 0F: 2 clusters Score -782983.6 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 4534 members 
Entering Unmasked Estep 
Score: -775997.687500 Penalty: 4515.794434
	Iteration 0F: 3 clusters Score -775997.7 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -777935.562500 Penalty: 4515.794434
	Iteration 1F: 3 clusters Score -777935.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -778171.750000 Penalty: 4515.794434
	Iteration 2F: 3 clusters Score -778171.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -778324.125000 Penalty: 4515.794434
	Iteration 3Q: 3 clusters Score -778324.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -778428.125000 Penalty: 4515.794434
	Iteration 4Q: 3 clusters Score -778428.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -778511.125000 Penalty: 4515.794434
	Iteration 5Q: 3 clusters Score -778511.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -778581.250000 Penalty: 4515.794434
	Iteration 6Q: 3 clusters Score -778581.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -778634.812500 Penalty: 4515.794434
	Iteration 7Q: 3 clusters Score -778634.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -778672.375000 Penalty: 4515.794434
	Iteration 8Q: 3 clusters Score -778672.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -778705.250000 Penalty: 4515.794434
	Iteration 9Q: 3 clusters Score -778705.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -778727.562500 Penalty: 4515.794434
	Iteration 10Q: 3 clusters Score -778727.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -778750.875000 Penalty: 4515.794434
	Iteration 11Q: 3 clusters Score -778750.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -778769.812500 Penalty: 4515.794434
	Iteration 12Q: 3 clusters Score -778769.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -778793.500000 Penalty: 4515.794434
	Iteration 13Q: 3 clusters Score -778793.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -778817.750000 Penalty: 4515.794434
	Iteration 14Q: 3 clusters Score -778817.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -778848.062500 Penalty: 4515.794434
	Iteration 15Q: 3 clusters Score -778848.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -778879.312500 Penalty: 4515.794434
	Iteration 16Q: 3 clusters Score -778879.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -778921.000000 Penalty: 4515.794434
	Iteration 17Q: 3 clusters Score -778921 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -778969.125000 Penalty: 4515.794434
	Iteration 18Q: 3 clusters Score -778969.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -779022.625000 Penalty: 4515.794434
	Iteration 19Q: 3 clusters Score -779022.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -779086.500000 Penalty: 4515.794434
	Iteration 20F: 3 clusters Score -779086.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -779154.250000 Penalty: 4515.794434
	Iteration 21Q: 3 clusters Score -779154.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -779229.312500 Penalty: 4515.794434
	Iteration 22Q: 3 clusters Score -779229.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -779310.937500 Penalty: 4515.794434
	Iteration 23Q: 3 clusters Score -779310.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -779423.562500 Penalty: 4515.794434
	Iteration 24Q: 3 clusters Score -779423.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -779575.312500 Penalty: 4515.794434
	Iteration 25Q: 3 clusters Score -779575.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -779756.812500 Penalty: 4515.794434
	Iteration 26Q: 3 clusters Score -779756.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -779979.687500 Penalty: 4515.794434
	Iteration 27Q: 3 clusters Score -779979.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -780209.000000 Penalty: 4515.794434
	Iteration 28Q: 3 clusters Score -780209 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -780411.375000 Penalty: 4515.794434
	Iteration 29Q: 3 clusters Score -780411.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -780557.250000 Penalty: 4515.794434
	Iteration 30Q: 3 clusters Score -780557.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -780674.937500 Penalty: 4515.794434
	Iteration 31Q: 3 clusters Score -780674.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -780756.625000 Penalty: 4515.794434
	Iteration 32Q: 3 clusters Score -780756.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -780817.625000 Penalty: 4515.794434
	Iteration 33Q: 3 clusters Score -780817.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -780869.437500 Penalty: 4515.794434
	Iteration 34Q: 3 clusters Score -780869.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -780905.937500 Penalty: 4515.794434
	Iteration 35Q: 3 clusters Score -780905.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -780920.812500 Penalty: 4515.794434
	Iteration 36Q: 3 clusters Score -780920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -780928.250000 Penalty: 4515.794434
	Iteration 37Q: 3 clusters Score -780928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -780931.437500 Penalty: 4515.794434
	Iteration 38Q: 3 clusters Score -780931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -780931.375000 Penalty: 4515.794434
	Iteration 39Q: 3 clusters Score -780931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -780933.312500 Penalty: 4515.794434
	Iteration 40F: 3 clusters Score -780933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -780937.062500 Penalty: 4515.794434
	Iteration 41Q: 3 clusters Score -780937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -780937.187500 Penalty: 4515.794434
	Iteration 42Q: 3 clusters Score -780937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -780937.187500 Penalty: 4515.794434
	Iteration 43F: 3 clusters Score -780937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -276700.093750 Penalty: 1998.465210
	Iteration 0F: 2 clusters Score -276700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -273373.531250 Penalty: 3996.930420
	Iteration 0F: 3 clusters Score -273373.5 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -274092.718750 Penalty: 3996.930420
	Iteration 1F: 3 clusters Score -274092.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -274261.968750 Penalty: 3996.930420
	Iteration 2F: 3 clusters Score -274262 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -274357.250000 Penalty: 3996.930420
	Iteration 3F: 3 clusters Score -274357.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -274394.062500 Penalty: 3996.930420
	Iteration 4Q: 3 clusters Score -274394.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -274422.187500 Penalty: 3996.930420
	Iteration 5Q: 3 clusters Score -274422.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -274437.250000 Penalty: 3996.930420
	Iteration 6Q: 3 clusters Score -274437.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -274453.000000 Penalty: 3996.930420
	Iteration 7Q: 3 clusters Score -274453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -274464.468750 Penalty: 3996.930420
	Iteration 8Q: 3 clusters Score -274464.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -274478.718750 Penalty: 3996.930420
	Iteration 9Q: 3 clusters Score -274478.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -274489.625000 Penalty: 3996.930420
	Iteration 10Q: 3 clusters Score -274489.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -274494.531250 Penalty: 3996.930420
	Iteration 11Q: 3 clusters Score -274494.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -274499.718750 Penalty: 3996.930420
	Iteration 12Q: 3 clusters Score -274499.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -274503.468750 Penalty: 3996.930420
	Iteration 13Q: 3 clusters Score -274503.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -274507.125000 Penalty: 3996.930420
	Iteration 14Q: 3 clusters Score -274507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -274509.375000 Penalty: 3996.930420
	Iteration 15Q: 3 clusters Score -274509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -274511.156250 Penalty: 3996.930420
	Iteration 16Q: 3 clusters Score -274511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -274512.593750 Penalty: 3996.930420
	Iteration 17Q: 3 clusters Score -274512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -274514.531250 Penalty: 3996.930420
	Iteration 18Q: 3 clusters Score -274514.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -274516.500000 Penalty: 3996.930420
	Iteration 19Q: 3 clusters Score -274516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -274518.375000 Penalty: 3996.930420
	Iteration 20F: 3 clusters Score -274518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -274519.656250 Penalty: 3996.930420
	Iteration 21Q: 3 clusters Score -274519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -274520.500000 Penalty: 3996.930420
	Iteration 22Q: 3 clusters Score -274520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -274522.093750 Penalty: 3996.930420
	Iteration 23Q: 3 clusters Score -274522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -274523.531250 Penalty: 3996.930420
	Iteration 24Q: 3 clusters Score -274523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -274525.093750 Penalty: 3996.930420
	Iteration 25Q: 3 clusters Score -274525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -274526.906250 Penalty: 3996.930420
	Iteration 26Q: 3 clusters Score -274526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -274526.906250 Penalty: 3996.930420
	Iteration 27Q: 3 clusters Score -274526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -274528.281250 Penalty: 3996.930420
	Iteration 28Q: 3 clusters Score -274528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -274530.125000 Penalty: 3996.930420
	Iteration 29Q: 3 clusters Score -274530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -274530.500000 Penalty: 3996.930420
	Iteration 30Q: 3 clusters Score -274530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -274531.531250 Penalty: 3996.930420
	Iteration 31Q: 3 clusters Score -274531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -274532.156250 Penalty: 3996.930420
	Iteration 32Q: 3 clusters Score -274532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -274532.062500 Penalty: 3996.930420
	Iteration 33Q: 3 clusters Score -274532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -274533.031250 Penalty: 3996.930420
	Iteration 34Q: 3 clusters Score -274533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -274533.031250 Penalty: 3996.930420
	Iteration 35F: 3 clusters Score -274533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Entering Unmasked Estep 
Score: -692513.500000 Penalty: 2232.730713
	Iteration 0F: 2 clusters Score -692513.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -686004.625000 Penalty: 4465.461426
	Iteration 0F: 3 clusters Score -686004.6 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -687730.312500 Penalty: 4465.461426
	Iteration 1F: 3 clusters Score -687730.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -688081.062500 Penalty: 4465.461426
	Iteration 2F: 3 clusters Score -688081.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -688349.000000 Penalty: 4465.461426
	Iteration 3F: 3 clusters Score -688349 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -688542.062500 Penalty: 4465.461426
	Iteration 4Q: 3 clusters Score -688542.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -688708.500000 Penalty: 4465.461426
	Iteration 5Q: 3 clusters Score -688708.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -688911.062500 Penalty: 4465.461426
	Iteration 6Q: 3 clusters Score -688911.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -689148.500000 Penalty: 4465.461426
	Iteration 7Q: 3 clusters Score -689148.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -689386.187500 Penalty: 4465.461426
	Iteration 8Q: 3 clusters Score -689386.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -689611.125000 Penalty: 4465.461426
	Iteration 9Q: 3 clusters Score -689611.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -689847.437500 Penalty: 4465.461426
	Iteration 10Q: 3 clusters Score -689847.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -690055.875000 Penalty: 4465.461426
	Iteration 11Q: 3 clusters Score -690055.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -690221.000000 Penalty: 4465.461426
	Iteration 12Q: 3 clusters Score -690221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -690312.500000 Penalty: 4465.461426
	Iteration 13Q: 3 clusters Score -690312.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -690374.625000 Penalty: 4465.461426
	Iteration 14Q: 3 clusters Score -690374.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -690417.312500 Penalty: 4465.461426
	Iteration 15Q: 3 clusters Score -690417.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -690449.375000 Penalty: 4465.461426
	Iteration 16Q: 3 clusters Score -690449.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -690472.562500 Penalty: 4465.461426
	Iteration 17Q: 3 clusters Score -690472.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -690497.875000 Penalty: 4465.461426
	Iteration 18Q: 3 clusters Score -690497.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -690515.812500 Penalty: 4465.461426
	Iteration 19Q: 3 clusters Score -690515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -690526.312500 Penalty: 4465.461426
	Iteration 20F: 3 clusters Score -690526.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -690532.687500 Penalty: 4465.461426
	Iteration 21Q: 3 clusters Score -690532.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -690538.625000 Penalty: 4465.461426
	Iteration 22Q: 3 clusters Score -690538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -690547.687500 Penalty: 4465.461426
	Iteration 23Q: 3 clusters Score -690547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -690551.750000 Penalty: 4465.461426
	Iteration 24Q: 3 clusters Score -690551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -690558.375000 Penalty: 4465.461426
	Iteration 25Q: 3 clusters Score -690558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -690565.375000 Penalty: 4465.461426
	Iteration 26Q: 3 clusters Score -690565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -690568.500000 Penalty: 4465.461426
	Iteration 27Q: 3 clusters Score -690568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -690573.750000 Penalty: 4465.461426
	Iteration 28Q: 3 clusters Score -690573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -690577.125000 Penalty: 4465.461426
	Iteration 29Q: 3 clusters Score -690577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -690580.500000 Penalty: 4465.461426
	Iteration 30Q: 3 clusters Score -690580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -690579.687500 Penalty: 4465.461426
	Iteration 31Q: 3 clusters Score -690579.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -690579.687500 Penalty: 4465.461426
	Iteration 32F: 3 clusters Score -690579.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Entering Unmasked Estep 
Score: -1714615.250000 Penalty: 2455.394287
	Iteration 0F: 2 clusters Score -1714615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1700630.000000 Penalty: 4910.788574
	Iteration 0F: 3 clusters Score -1700630 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1705365.625000 Penalty: 4910.788574
	Iteration 1F: 3 clusters Score -1705366 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1705815.625000 Penalty: 4910.788574
	Iteration 2F: 3 clusters Score -1705816 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1706223.625000 Penalty: 4910.788574
	Iteration 3Q: 3 clusters Score -1706224 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1706643.875000 Penalty: 4910.788574
	Iteration 4Q: 3 clusters Score -1706644 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1707079.125000 Penalty: 4910.788574
	Iteration 5Q: 3 clusters Score -1707079 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1707571.250000 Penalty: 4910.788574
	Iteration 6Q: 3 clusters Score -1707571 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1708085.000000 Penalty: 4910.788574
	Iteration 7Q: 3 clusters Score -1708085 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1708646.250000 Penalty: 4910.788574
	Iteration 8Q: 3 clusters Score -1708646 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1709216.500000 Penalty: 4910.788574
	Iteration 9Q: 3 clusters Score -1709216 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1709780.000000 Penalty: 4910.788574
	Iteration 10Q: 3 clusters Score -1709780 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1710314.875000 Penalty: 4910.788574
	Iteration 11Q: 3 clusters Score -1710315 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1710736.250000 Penalty: 4910.788574
	Iteration 12Q: 3 clusters Score -1710736 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1711039.875000 Penalty: 4910.788574
	Iteration 13Q: 3 clusters Score -1711040 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1711275.000000 Penalty: 4910.788574
	Iteration 14Q: 3 clusters Score -1711275 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1711486.750000 Penalty: 4910.788574
	Iteration 15Q: 3 clusters Score -1711487 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1711676.000000 Penalty: 4910.788574
	Iteration 16Q: 3 clusters Score -1711676 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1711832.875000 Penalty: 4910.788574
	Iteration 17Q: 3 clusters Score -1711833 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1711990.000000 Penalty: 4910.788574
	Iteration 18Q: 3 clusters Score -1711990 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1712112.625000 Penalty: 4910.788574
	Iteration 19Q: 3 clusters Score -1712113 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1712211.500000 Penalty: 4910.788574
	Iteration 20F: 3 clusters Score -1712212 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1712286.625000 Penalty: 4910.788574
	Iteration 21Q: 3 clusters Score -1712287 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1712346.500000 Penalty: 4910.788574
	Iteration 22Q: 3 clusters Score -1712346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -1712405.375000 Penalty: 4910.788574
	Iteration 23Q: 3 clusters Score -1712405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1712443.625000 Penalty: 4910.788574
	Iteration 24Q: 3 clusters Score -1712444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1712471.000000 Penalty: 4910.788574
	Iteration 25Q: 3 clusters Score -1712471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -1712505.000000 Penalty: 4910.788574
	Iteration 26Q: 3 clusters Score -1712505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1712533.750000 Penalty: 4910.788574
	Iteration 27Q: 3 clusters Score -1712534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1712552.250000 Penalty: 4910.788574
	Iteration 28Q: 3 clusters Score -1712552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1712571.750000 Penalty: 4910.788574
	Iteration 29Q: 3 clusters Score -1712572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1712587.250000 Penalty: 4910.788574
	Iteration 30Q: 3 clusters Score -1712587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -1712603.500000 Penalty: 4910.788574
	Iteration 31Q: 3 clusters Score -1712604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1712619.375000 Penalty: 4910.788574
	Iteration 32Q: 3 clusters Score -1712619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1712636.000000 Penalty: 4910.788574
	Iteration 33Q: 3 clusters Score -1712636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1712643.625000 Penalty: 4910.788574
	Iteration 34Q: 3 clusters Score -1712644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1712653.000000 Penalty: 4910.788574
	Iteration 35Q: 3 clusters Score -1712653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1712660.750000 Penalty: 4910.788574
	Iteration 36Q: 3 clusters Score -1712661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1712661.250000 Penalty: 4910.788574
	Iteration 37Q: 3 clusters Score -1712661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1712663.750000 Penalty: 4910.788574
	Iteration 38Q: 3 clusters Score -1712664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1712674.375000 Penalty: 4910.788574
	Iteration 39Q: 3 clusters Score -1712674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1712678.500000 Penalty: 4910.788574
	Iteration 40F: 3 clusters Score -1712678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1712684.625000 Penalty: 4910.788574
	Iteration 41Q: 3 clusters Score -1712685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1712687.875000 Penalty: 4910.788574
	Iteration 42Q: 3 clusters Score -1712688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1712693.000000 Penalty: 4910.788574
	Iteration 43Q: 3 clusters Score -1712693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1712696.750000 Penalty: 4910.788574
	Iteration 44Q: 3 clusters Score -1712697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1712701.375000 Penalty: 4910.788574
	Iteration 45Q: 3 clusters Score -1712701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1712707.500000 Penalty: 4910.788574
	Iteration 46Q: 3 clusters Score -1712708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1712708.500000 Penalty: 4910.788574
	Iteration 47Q: 3 clusters Score -1712708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1712712.750000 Penalty: 4910.788574
	Iteration 48Q: 3 clusters Score -1712713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -1712716.250000 Penalty: 4910.788574
	Iteration 49Q: 3 clusters Score -1712716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -1712717.125000 Penalty: 4910.788574
	Iteration 50Q: 3 clusters Score -1712717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -1712719.375000 Penalty: 4910.788574
	Iteration 51Q: 3 clusters Score -1712719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1712718.875000 Penalty: 4910.788574
	Iteration 52Q: 3 clusters Score -1712719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -1712721.125000 Penalty: 4910.788574
	Iteration 53Q: 3 clusters Score -1712721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1712721.500000 Penalty: 4910.788574
	Iteration 54Q: 3 clusters Score -1712722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1712721.500000 Penalty: 4910.788574
	Iteration 55F: 3 clusters Score -1712722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Entering Unmasked Estep 
Score: -1285161.875000 Penalty: 2378.779785
	Iteration 0F: 2 clusters Score -1285162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1274486.500000 Penalty: 4757.559570
	Iteration 0F: 3 clusters Score -1274486 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1277833.500000 Penalty: 4757.559570
	Iteration 1F: 3 clusters Score -1277834 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1278175.750000 Penalty: 4757.559570
	Iteration 2F: 3 clusters Score -1278176 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1278421.750000 Penalty: 4757.559570
	Iteration 3Q: 3 clusters Score -1278422 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1278601.500000 Penalty: 4757.559570
	Iteration 4Q: 3 clusters Score -1278602 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1278745.375000 Penalty: 4757.559570
	Iteration 5Q: 3 clusters Score -1278745 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1278872.750000 Penalty: 4757.559570
	Iteration 6Q: 3 clusters Score -1278873 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1278980.375000 Penalty: 4757.559570
	Iteration 7Q: 3 clusters Score -1278980 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1279061.375000 Penalty: 4757.559570
	Iteration 8Q: 3 clusters Score -1279061 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1279135.875000 Penalty: 4757.559570
	Iteration 9Q: 3 clusters Score -1279136 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1279221.125000 Penalty: 4757.559570
	Iteration 10Q: 3 clusters Score -1279221 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1279301.000000 Penalty: 4757.559570
	Iteration 11Q: 3 clusters Score -1279301 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1279400.500000 Penalty: 4757.559570
	Iteration 12Q: 3 clusters Score -1279400 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1279488.375000 Penalty: 4757.559570
	Iteration 13Q: 3 clusters Score -1279488 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1279599.375000 Penalty: 4757.559570
	Iteration 14Q: 3 clusters Score -1279599 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1279746.750000 Penalty: 4757.559570
	Iteration 15Q: 3 clusters Score -1279747 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1279931.125000 Penalty: 4757.559570
	Iteration 16Q: 3 clusters Score -1279931 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1280145.250000 Penalty: 4757.559570
	Iteration 17Q: 3 clusters Score -1280145 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1280411.125000 Penalty: 4757.559570
	Iteration 18Q: 3 clusters Score -1280411 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1280722.250000 Penalty: 4757.559570
	Iteration 19Q: 3 clusters Score -1280722 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1281069.500000 Penalty: 4757.559570
	Iteration 20F: 3 clusters Score -1281070 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1281433.875000 Penalty: 4757.559570
	Iteration 21Q: 3 clusters Score -1281434 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1281762.125000 Penalty: 4757.559570
	Iteration 22Q: 3 clusters Score -1281762 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1282016.875000 Penalty: 4757.559570
	Iteration 23Q: 3 clusters Score -1282017 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1282221.750000 Penalty: 4757.559570
	Iteration 24Q: 3 clusters Score -1282222 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1282376.250000 Penalty: 4757.559570
	Iteration 25Q: 3 clusters Score -1282376 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1282489.500000 Penalty: 4757.559570
	Iteration 26Q: 3 clusters Score -1282490 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1282578.000000 Penalty: 4757.559570
	Iteration 27Q: 3 clusters Score -1282578 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1282651.750000 Penalty: 4757.559570
	Iteration 28Q: 3 clusters Score -1282652 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1282714.000000 Penalty: 4757.559570
	Iteration 29Q: 3 clusters Score -1282714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1282754.000000 Penalty: 4757.559570
	Iteration 30Q: 3 clusters Score -1282754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1282790.125000 Penalty: 4757.559570
	Iteration 31Q: 3 clusters Score -1282790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1282817.750000 Penalty: 4757.559570
	Iteration 32Q: 3 clusters Score -1282818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1282836.625000 Penalty: 4757.559570
	Iteration 33Q: 3 clusters Score -1282837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1282858.625000 Penalty: 4757.559570
	Iteration 34Q: 3 clusters Score -1282859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1282874.125000 Penalty: 4757.559570
	Iteration 35Q: 3 clusters Score -1282874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1282884.000000 Penalty: 4757.559570
	Iteration 36Q: 3 clusters Score -1282884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1282900.625000 Penalty: 4757.559570
	Iteration 37Q: 3 clusters Score -1282901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1282918.625000 Penalty: 4757.559570
	Iteration 38Q: 3 clusters Score -1282919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1282926.875000 Penalty: 4757.559570
	Iteration 39Q: 3 clusters Score -1282927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1282934.500000 Penalty: 4757.559570
	Iteration 40F: 3 clusters Score -1282934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1282949.000000 Penalty: 4757.559570
	Iteration 41Q: 3 clusters Score -1282949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1282964.250000 Penalty: 4757.559570
	Iteration 42Q: 3 clusters Score -1282964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1282973.250000 Penalty: 4757.559570
	Iteration 43Q: 3 clusters Score -1282973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1282981.750000 Penalty: 4757.559570
	Iteration 44Q: 3 clusters Score -1282982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1282991.375000 Penalty: 4757.559570
	Iteration 45Q: 3 clusters Score -1282991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1283002.375000 Penalty: 4757.559570
	Iteration 46Q: 3 clusters Score -1283002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1283012.500000 Penalty: 4757.559570
	Iteration 47Q: 3 clusters Score -1283012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1283020.375000 Penalty: 4757.559570
	Iteration 48Q: 3 clusters Score -1283020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1283030.750000 Penalty: 4757.559570
	Iteration 49Q: 3 clusters Score -1283031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1283033.500000 Penalty: 4757.559570
	Iteration 50Q: 3 clusters Score -1283034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1283033.000000 Penalty: 4757.559570
	Iteration 51Q: 3 clusters Score -1283033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1283037.375000 Penalty: 4757.559570
	Iteration 52Q: 3 clusters Score -1283037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1283038.750000 Penalty: 4757.559570
	Iteration 53Q: 3 clusters Score -1283039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1283041.875000 Penalty: 4757.559570
	Iteration 54Q: 3 clusters Score -1283042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1283040.875000 Penalty: 4757.559570
	Iteration 55Q: 3 clusters Score -1283041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1283042.875000 Penalty: 4757.559570
	Iteration 56Q: 3 clusters Score -1283043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1283042.625000 Penalty: 4757.559570
	Iteration 57Q: 3 clusters Score -1283043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1283045.000000 Penalty: 4757.559570
	Iteration 58Q: 3 clusters Score -1283045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1283048.250000 Penalty: 4757.559570
	Iteration 59Q: 3 clusters Score -1283048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1283050.875000 Penalty: 4757.559570
	Iteration 60F: 3 clusters Score -1283051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1283048.500000 Penalty: 4757.559570
	Iteration 61Q: 3 clusters Score -1283048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1283048.500000 Penalty: 4757.559570
	Iteration 62F: 3 clusters Score -1283048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -395164.687500 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -395164.7 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 2245 members 
Entering Unmasked Estep 
Score: -390972.125000 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -390972.1 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -391918.750000 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -391918.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -392130.437500 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -392130.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -392237.812500 Penalty: 4173.149902
	Iteration 3Q: 3 clusters Score -392237.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -392301.750000 Penalty: 4173.149902
	Iteration 4Q: 3 clusters Score -392301.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -392347.125000 Penalty: 4173.149902
	Iteration 5Q: 3 clusters Score -392347.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -392382.562500 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -392382.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -392410.750000 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -392410.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -392430.718750 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -392430.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -392450.343750 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -392450.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -392467.562500 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -392467.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -392482.593750 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -392482.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -392496.937500 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -392496.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -392510.812500 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -392510.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -392524.125000 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -392524.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -392540.156250 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -392540.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -392551.781250 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -392551.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -392563.687500 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -392563.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -392575.031250 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -392575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -392584.156250 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -392584.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -392593.406250 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -392593.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -392603.750000 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -392603.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -392616.062500 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -392616.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -392629.093750 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -392629.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -392639.531250 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -392639.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -392648.406250 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -392648.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -392660.656250 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -392660.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -392674.343750 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -392674.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -392684.593750 Penalty: 4173.149902
	Iteration 28Q: 3 clusters Score -392684.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -392694.093750 Penalty: 4173.149902
	Iteration 29Q: 3 clusters Score -392694.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -392706.875000 Penalty: 4173.149902
	Iteration 30Q: 3 clusters Score -392706.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -392718.000000 Penalty: 4173.149902
	Iteration 31Q: 3 clusters Score -392718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -392730.968750 Penalty: 4173.149902
	Iteration 32Q: 3 clusters Score -392731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -392745.937500 Penalty: 4173.149902
	Iteration 33Q: 3 clusters Score -392745.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -392762.343750 Penalty: 4173.149902
	Iteration 34Q: 3 clusters Score -392762.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -392777.625000 Penalty: 4173.149902
	Iteration 35Q: 3 clusters Score -392777.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -392794.593750 Penalty: 4173.149902
	Iteration 36Q: 3 clusters Score -392794.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -392809.812500 Penalty: 4173.149902
	Iteration 37Q: 3 clusters Score -392809.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -392826.781250 Penalty: 4173.149902
	Iteration 38Q: 3 clusters Score -392826.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -392836.125000 Penalty: 4173.149902
	Iteration 39Q: 3 clusters Score -392836.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -392847.250000 Penalty: 4173.149902
	Iteration 40F: 3 clusters Score -392847.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -392856.875000 Penalty: 4173.149902
	Iteration 41Q: 3 clusters Score -392856.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -392873.406250 Penalty: 4173.149902
	Iteration 42Q: 3 clusters Score -392873.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -392896.218750 Penalty: 4173.149902
	Iteration 43Q: 3 clusters Score -392896.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -392918.687500 Penalty: 4173.149902
	Iteration 44Q: 3 clusters Score -392918.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -392945.687500 Penalty: 4173.149902
	Iteration 45Q: 3 clusters Score -392945.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -392976.593750 Penalty: 4173.149902
	Iteration 46Q: 3 clusters Score -392976.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -393002.375000 Penalty: 4173.149902
	Iteration 47Q: 3 clusters Score -393002.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -393023.343750 Penalty: 4173.149902
	Iteration 48Q: 3 clusters Score -393023.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -393044.843750 Penalty: 4173.149902
	Iteration 49Q: 3 clusters Score -393044.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -393070.187500 Penalty: 4173.149902
	Iteration 50Q: 3 clusters Score -393070.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -393089.031250 Penalty: 4173.149902
	Iteration 51Q: 3 clusters Score -393089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -393103.031250 Penalty: 4173.149902
	Iteration 52Q: 3 clusters Score -393103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -393116.593750 Penalty: 4173.149902
	Iteration 53Q: 3 clusters Score -393116.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -393129.312500 Penalty: 4173.149902
	Iteration 54Q: 3 clusters Score -393129.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -393143.000000 Penalty: 4173.149902
	Iteration 55Q: 3 clusters Score -393143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -393160.968750 Penalty: 4173.149902
	Iteration 56Q: 3 clusters Score -393161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -393175.312500 Penalty: 4173.149902
	Iteration 57Q: 3 clusters Score -393175.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -393192.093750 Penalty: 4173.149902
	Iteration 58Q: 3 clusters Score -393192.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -393203.468750 Penalty: 4173.149902
	Iteration 59Q: 3 clusters Score -393203.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -393212.562500 Penalty: 4173.149902
	Iteration 60F: 3 clusters Score -393212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -393217.625000 Penalty: 4173.149902
	Iteration 61Q: 3 clusters Score -393217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -393220.093750 Penalty: 4173.149902
	Iteration 62Q: 3 clusters Score -393220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -393225.437500 Penalty: 4173.149902
	Iteration 63Q: 3 clusters Score -393225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -393227.406250 Penalty: 4173.149902
	Iteration 64Q: 3 clusters Score -393227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -393228.687500 Penalty: 4173.149902
	Iteration 65Q: 3 clusters Score -393228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -393230.062500 Penalty: 4173.149902
	Iteration 66Q: 3 clusters Score -393230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -393233.781250 Penalty: 4173.149902
	Iteration 67Q: 3 clusters Score -393233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -393238.593750 Penalty: 4173.149902
	Iteration 68Q: 3 clusters Score -393238.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -393243.656250 Penalty: 4173.149902
	Iteration 69Q: 3 clusters Score -393243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -393251.531250 Penalty: 4173.149902
	Iteration 70Q: 3 clusters Score -393251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -393254.437500 Penalty: 4173.149902
	Iteration 71Q: 3 clusters Score -393254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -393257.187500 Penalty: 4173.149902
	Iteration 72Q: 3 clusters Score -393257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -393258.750000 Penalty: 4173.149902
	Iteration 73Q: 3 clusters Score -393258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -393261.000000 Penalty: 4173.149902
	Iteration 74Q: 3 clusters Score -393261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -393264.968750 Penalty: 4173.149902
	Iteration 75Q: 3 clusters Score -393265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -393268.375000 Penalty: 4173.149902
	Iteration 76Q: 3 clusters Score -393268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -393271.781250 Penalty: 4173.149902
	Iteration 77Q: 3 clusters Score -393271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -393276.093750 Penalty: 4173.149902
	Iteration 78Q: 3 clusters Score -393276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -393277.312500 Penalty: 4173.149902
	Iteration 79Q: 3 clusters Score -393277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -393279.500000 Penalty: 4173.149902
	Iteration 80F: 3 clusters Score -393279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -393282.718750 Penalty: 4173.149902
	Iteration 81Q: 3 clusters Score -393282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -393286.156250 Penalty: 4173.149902
	Iteration 82Q: 3 clusters Score -393286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -393288.687500 Penalty: 4173.149902
	Iteration 83Q: 3 clusters Score -393288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -393289.250000 Penalty: 4173.149902
	Iteration 84Q: 3 clusters Score -393289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -393289.562500 Penalty: 4173.149902
	Iteration 85Q: 3 clusters Score -393289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -393289.562500 Penalty: 4173.149902
	Iteration 86F: 3 clusters Score -393289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 16743 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 40293 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3591 members 
Mstep: Class 13 contains 29978 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 11465 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19282 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7715 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8127 members 
Mstep: Class 31 contains 19946 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154424.000000 Penalty: 106802.460938
Iteration 159Q: 34 clusters Score -3.815442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 16742 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 40295 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29978 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 11466 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19284 members 
Mstep: Class 22 contains 12835 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7714 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8990 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8124 members 
Mstep: Class 31 contains 19948 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154412.000000 Penalty: 106802.460938
Iteration 160F: 34 clusters Score -3.815441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 16740 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 40297 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29979 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 11466 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19283 members 
Mstep: Class 22 contains 12835 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7713 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8988 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8123 members 
Mstep: Class 31 contains 19950 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 161Q: 34 clusters Score -3.815442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 16740 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11467 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19280 members 
Mstep: Class 22 contains 12834 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7713 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8986 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8122 members 
Mstep: Class 31 contains 19952 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154392.000000 Penalty: 106802.460938
Iteration 162Q: 34 clusters Score -3.815439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 16741 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11468 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19279 members 
Mstep: Class 22 contains 12834 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7713 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8985 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8121 members 
Mstep: Class 31 contains 19953 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154388.000000 Penalty: 106802.460938
Iteration 163Q: 34 clusters Score -3.815439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 16743 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11469 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19279 members 
Mstep: Class 22 contains 12834 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7713 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8985 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8110 members 
Mstep: Class 31 contains 19962 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154404.000000 Penalty: 106802.460938
Iteration 164Q: 34 clusters Score -3.81544e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14543 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 16743 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11469 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6406 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19274 members 
Mstep: Class 22 contains 12834 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7711 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8985 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8100 members 
Mstep: Class 31 contains 19978 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 165Q: 34 clusters Score -3.815442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 16744 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 16869 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11471 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6405 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19269 members 
Mstep: Class 22 contains 12834 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7708 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8985 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8090 members 
Mstep: Class 31 contains 19991 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154380.000000 Penalty: 106802.460938
Iteration 166Q: 34 clusters Score -3.815438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 16745 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 16869 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11476 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6402 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 12834 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7709 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8085 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154404.000000 Penalty: 106802.460938
Iteration 167Q: 34 clusters Score -3.81544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 16745 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 16868 members 
Mstep: Class 9 contains 40298 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11478 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6403 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19263 members 
Mstep: Class 22 contains 12833 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7707 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8086 members 
Mstep: Class 31 contains 20001 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154408.000000 Penalty: 106802.460938
Iteration 168Q: 34 clusters Score -3.815441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 16744 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11478 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6401 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19260 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7705 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8088 members 
Mstep: Class 31 contains 20007 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154412.000000 Penalty: 106802.460938
Iteration 169Q: 34 clusters Score -3.815441e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 16746 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11479 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6400 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19253 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2905 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7703 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8088 members 
Mstep: Class 31 contains 20015 members 
Mstep: Class 32 contains 14645 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154408.000000 Penalty: 106802.460938
Iteration 170Q: 34 clusters Score -3.815441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 16747 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 16864 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11481 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6400 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19249 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2907 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7701 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8088 members 
Mstep: Class 31 contains 20021 members 
Mstep: Class 32 contains 14646 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154388.000000 Penalty: 106802.460938
Iteration 171Q: 34 clusters Score -3.815439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 16750 members 
Mstep: Class 7 contains 2057 members 
Mstep: Class 8 contains 16863 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11483 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6400 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19243 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2907 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7696 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8089 members 
Mstep: Class 31 contains 20027 members 
Mstep: Class 32 contains 14646 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154396.000000 Penalty: 106802.460938
Iteration 172Q: 34 clusters Score -3.81544e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 16750 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 16863 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11487 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6398 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19237 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2907 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8090 members 
Mstep: Class 31 contains 20034 members 
Mstep: Class 32 contains 14647 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154408.000000 Penalty: 106802.460938
Iteration 173Q: 34 clusters Score -3.815441e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4669 members 
Mstep: Class 6 contains 16749 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 16861 members 
Mstep: Class 9 contains 40298 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6396 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19232 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 2908 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8983 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8097 members 
Mstep: Class 31 contains 20037 members 
Mstep: Class 32 contains 14648 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 174Q: 34 clusters Score -3.815442e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14544 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 16752 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 16860 members 
Mstep: Class 9 contains 40298 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11490 members 
Mstep: Class 16 contains 107696 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 6392 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19223 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7691 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8983 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8107 members 
Mstep: Class 31 contains 20035 members 
Mstep: Class 32 contains 14649 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 175Q: 34 clusters Score -3.815442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14545 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 16751 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 16859 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 107695 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 6392 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19220 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8108 members 
Mstep: Class 31 contains 20039 members 
Mstep: Class 32 contains 14650 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154432.000000 Penalty: 106802.460938
Iteration 176Q: 34 clusters Score -3.815443e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14544 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 16757 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 16859 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11491 members 
Mstep: Class 16 contains 107697 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6392 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19215 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8108 members 
Mstep: Class 31 contains 20041 members 
Mstep: Class 32 contains 14651 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 177Q: 34 clusters Score -3.815442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14544 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 16762 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11493 members 
Mstep: Class 16 contains 107696 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6392 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19212 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7695 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8109 members 
Mstep: Class 31 contains 20040 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154412.000000 Penalty: 106802.460938
Iteration 178Q: 34 clusters Score -3.815441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14544 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 16764 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19207 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7695 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8109 members 
Mstep: Class 31 contains 20040 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 179Q: 34 clusters Score -3.815442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14545 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 16768 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 107699 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19202 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7695 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8109 members 
Mstep: Class 31 contains 20040 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154396.000000 Penalty: 106802.460938
Iteration 180F: 34 clusters Score -3.81544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14545 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 16768 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11497 members 
Mstep: Class 16 contains 107700 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6387 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19200 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8110 members 
Mstep: Class 31 contains 20040 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154400.000000 Penalty: 106802.460938
Iteration 181Q: 34 clusters Score -3.81544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14544 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 16768 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11499 members 
Mstep: Class 16 contains 107701 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19198 members 
Mstep: Class 22 contains 12830 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8113 members 
Mstep: Class 31 contains 20040 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154380.000000 Penalty: 106802.460938
Iteration 182Q: 34 clusters Score -3.815438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14543 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16766 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11499 members 
Mstep: Class 16 contains 107703 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19197 members 
Mstep: Class 22 contains 12828 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8118 members 
Mstep: Class 31 contains 20040 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154400.000000 Penalty: 106802.460938
Iteration 183Q: 34 clusters Score -3.81544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16766 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11498 members 
Mstep: Class 16 contains 107704 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19196 members 
Mstep: Class 22 contains 12828 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7689 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8126 members 
Mstep: Class 31 contains 20040 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154416.000000 Penalty: 106802.460938
Iteration 184Q: 34 clusters Score -3.815442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16764 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11497 members 
Mstep: Class 16 contains 107702 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6379 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19195 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2913 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7687 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 20042 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154416.000000 Penalty: 106802.460938
Iteration 185Q: 34 clusters Score -3.815442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 16767 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 107703 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6378 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2913 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7683 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8979 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8134 members 
Mstep: Class 31 contains 20042 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154420.000000 Penalty: 106802.460938
Iteration 186Q: 34 clusters Score -3.815442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 16765 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 107704 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7683 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8139 members 
Mstep: Class 31 contains 20044 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154428.000000 Penalty: 106802.460938
Iteration 187Q: 34 clusters Score -3.815443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 16765 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16856 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 107704 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19193 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7682 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8974 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8141 members 
Mstep: Class 31 contains 20046 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154436.000000 Penalty: 106802.460938
Iteration 188Q: 34 clusters Score -3.815444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 16765 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 107704 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19191 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7682 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8974 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8146 members 
Mstep: Class 31 contains 20045 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154428.000000 Penalty: 106802.460938
Iteration 189Q: 34 clusters Score -3.815443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 16766 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 107704 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19189 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7681 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8974 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8149 members 
Mstep: Class 31 contains 20045 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154412.000000 Penalty: 106802.460938
Iteration 190Q: 34 clusters Score -3.815441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4675 members 
Mstep: Class 6 contains 16767 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 107703 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8152 members 
Mstep: Class 31 contains 20046 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154416.000000 Penalty: 106802.460938
Iteration 191Q: 34 clusters Score -3.815442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4675 members 
Mstep: Class 6 contains 16766 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16856 members 
Mstep: Class 9 contains 40299 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11494 members 
Mstep: Class 16 contains 107703 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6375 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7677 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8154 members 
Mstep: Class 31 contains 20048 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154404.000000 Penalty: 106802.460938
Iteration 192Q: 34 clusters Score -3.81544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16767 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16856 members 
Mstep: Class 9 contains 40298 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 107702 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6374 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19189 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8154 members 
Mstep: Class 31 contains 20049 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154432.000000 Penalty: 106802.460938
Iteration 193Q: 34 clusters Score -3.815443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16767 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 107704 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6373 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 12830 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8154 members 
Mstep: Class 31 contains 20049 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154432.000000 Penalty: 106802.460938
Iteration 194Q: 34 clusters Score -3.815443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16766 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40295 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 107705 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6373 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 12830 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8153 members 
Mstep: Class 31 contains 20049 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154436.000000 Penalty: 106802.460938
Iteration 195Q: 34 clusters Score -3.815444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16766 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 107705 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6372 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 23 contains 2919 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8153 members 
Mstep: Class 31 contains 20050 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154464.000000 Penalty: 106802.460938
Iteration 196Q: 34 clusters Score -3.815446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16768 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 107705 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6370 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 12828 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8153 members 
Mstep: Class 31 contains 20050 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154444.000000 Penalty: 106802.460938
Iteration 197Q: 34 clusters Score -3.815444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 16770 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 107705 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 12827 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8153 members 
Mstep: Class 31 contains 20050 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154432.000000 Penalty: 106802.460938
Iteration 198Q: 34 clusters Score -3.815443e+07 nChanged 5
Entering ConstructFrom: 
Score: -38154432.000000 Penalty: 106802.460938
Entering ConstructFrom: 
Trying to split cluster 1 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -215499.375000 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -215499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -212280.671875 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -212280.7 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -213125.578125 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -213125.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -213407.828125 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -213407.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -213619.046875 Penalty: 3984.694336
	Iteration 3F: 3 clusters Score -213619 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -213772.812500 Penalty: 3984.694336
	Iteration 4F: 3 clusters Score -213772.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -213865.390625 Penalty: 3984.694336
	Iteration 5Q: 3 clusters Score -213865.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -213962.812500 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -213962.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -214036.031250 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -214036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -214087.812500 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -214087.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -214131.359375 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -214131.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -214158.046875 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -214158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -214173.734375 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -214173.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -214183.265625 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -214183.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -214191.203125 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -214191.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -214199.046875 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -214199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -214208.171875 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -214208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -214215.437500 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -214215.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -214219.859375 Penalty: 3984.694336
	Iteration 17Q: 3 clusters Score -214219.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -214223.578125 Penalty: 3984.694336
	Iteration 18Q: 3 clusters Score -214223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -214226.031250 Penalty: 3984.694336
	Iteration 19Q: 3 clusters Score -214226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -214230.156250 Penalty: 3984.694336
	Iteration 20F: 3 clusters Score -214230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -214233.890625 Penalty: 3984.694336
	Iteration 21Q: 3 clusters Score -214233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -214237.484375 Penalty: 3984.694336
	Iteration 22Q: 3 clusters Score -214237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -214238.468750 Penalty: 3984.694336
	Iteration 23Q: 3 clusters Score -214238.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -214239.109375 Penalty: 3984.694336
	Iteration 24Q: 3 clusters Score -214239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -214241.937500 Penalty: 3984.694336
	Iteration 25Q: 3 clusters Score -214241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -214245.234375 Penalty: 3984.694336
	Iteration 26Q: 3 clusters Score -214245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -214245.234375 Penalty: 3984.694336
	Iteration 27F: 3 clusters Score -214245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Entering Unmasked Estep 
Score: -1247540.750000 Penalty: 2376.995361
	Iteration 0F: 2 clusters Score -1247541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1236965.500000 Penalty: 4753.990723
	Iteration 0F: 3 clusters Score -1236966 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1240411.125000 Penalty: 4753.990723
	Iteration 1F: 3 clusters Score -1240411 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1240862.750000 Penalty: 4753.990723
	Iteration 2F: 3 clusters Score -1240863 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1241307.750000 Penalty: 4753.990723
	Iteration 3F: 3 clusters Score -1241308 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1241790.000000 Penalty: 4753.990723
	Iteration 4F: 3 clusters Score -1241790 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1242243.125000 Penalty: 4753.990723
	Iteration 5F: 3 clusters Score -1242243 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1242626.250000 Penalty: 4753.990723
	Iteration 6Q: 3 clusters Score -1242626 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1242960.375000 Penalty: 4753.990723
	Iteration 7Q: 3 clusters Score -1242960 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1243208.125000 Penalty: 4753.990723
	Iteration 8Q: 3 clusters Score -1243208 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1243414.750000 Penalty: 4753.990723
	Iteration 9Q: 3 clusters Score -1243415 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1243584.875000 Penalty: 4753.990723
	Iteration 10Q: 3 clusters Score -1243585 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1243733.000000 Penalty: 4753.990723
	Iteration 11Q: 3 clusters Score -1243733 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1243841.875000 Penalty: 4753.990723
	Iteration 12Q: 3 clusters Score -1243842 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1243946.125000 Penalty: 4753.990723
	Iteration 13Q: 3 clusters Score -1243946 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1244037.375000 Penalty: 4753.990723
	Iteration 14Q: 3 clusters Score -1244037 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1244125.500000 Penalty: 4753.990723
	Iteration 15Q: 3 clusters Score -1244126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1244217.250000 Penalty: 4753.990723
	Iteration 16Q: 3 clusters Score -1244217 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1244308.375000 Penalty: 4753.990723
	Iteration 17Q: 3 clusters Score -1244308 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1244412.250000 Penalty: 4753.990723
	Iteration 18Q: 3 clusters Score -1244412 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1244518.250000 Penalty: 4753.990723
	Iteration 19Q: 3 clusters Score -1244518 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1244622.125000 Penalty: 4753.990723
	Iteration 20F: 3 clusters Score -1244622 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1244713.625000 Penalty: 4753.990723
	Iteration 21Q: 3 clusters Score -1244714 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1244771.875000 Penalty: 4753.990723
	Iteration 22Q: 3 clusters Score -1244772 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1244816.000000 Penalty: 4753.990723
	Iteration 23Q: 3 clusters Score -1244816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1244858.000000 Penalty: 4753.990723
	Iteration 24Q: 3 clusters Score -1244858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1244884.000000 Penalty: 4753.990723
	Iteration 25Q: 3 clusters Score -1244884 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1244921.500000 Penalty: 4753.990723
	Iteration 26Q: 3 clusters Score -1244922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1244951.625000 Penalty: 4753.990723
	Iteration 27Q: 3 clusters Score -1244952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1244968.125000 Penalty: 4753.990723
	Iteration 28Q: 3 clusters Score -1244968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1244987.500000 Penalty: 4753.990723
	Iteration 29Q: 3 clusters Score -1244988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1245001.875000 Penalty: 4753.990723
	Iteration 30Q: 3 clusters Score -1245002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1245014.500000 Penalty: 4753.990723
	Iteration 31Q: 3 clusters Score -1245014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1245033.625000 Penalty: 4753.990723
	Iteration 32Q: 3 clusters Score -1245034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1245046.375000 Penalty: 4753.990723
	Iteration 33Q: 3 clusters Score -1245046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1245057.750000 Penalty: 4753.990723
	Iteration 34Q: 3 clusters Score -1245058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1245079.875000 Penalty: 4753.990723
	Iteration 35Q: 3 clusters Score -1245080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1245089.375000 Penalty: 4753.990723
	Iteration 36Q: 3 clusters Score -1245089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1245103.000000 Penalty: 4753.990723
	Iteration 37Q: 3 clusters Score -1245103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1245119.875000 Penalty: 4753.990723
	Iteration 38Q: 3 clusters Score -1245120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1245133.500000 Penalty: 4753.990723
	Iteration 39Q: 3 clusters Score -1245134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1245145.875000 Penalty: 4753.990723
	Iteration 40F: 3 clusters Score -1245146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1245152.625000 Penalty: 4753.990723
	Iteration 41Q: 3 clusters Score -1245153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1245167.750000 Penalty: 4753.990723
	Iteration 42Q: 3 clusters Score -1245168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1245182.250000 Penalty: 4753.990723
	Iteration 43Q: 3 clusters Score -1245182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1245194.875000 Penalty: 4753.990723
	Iteration 44Q: 3 clusters Score -1245195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1245215.125000 Penalty: 4753.990723
	Iteration 45Q: 3 clusters Score -1245215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1245237.750000 Penalty: 4753.990723
	Iteration 46Q: 3 clusters Score -1245238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1245253.125000 Penalty: 4753.990723
	Iteration 47Q: 3 clusters Score -1245253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1245276.875000 Penalty: 4753.990723
	Iteration 48Q: 3 clusters Score -1245277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1245306.875000 Penalty: 4753.990723
	Iteration 49Q: 3 clusters Score -1245307 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1245336.750000 Penalty: 4753.990723
	Iteration 50Q: 3 clusters Score -1245337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1245364.125000 Penalty: 4753.990723
	Iteration 51Q: 3 clusters Score -1245364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1245387.000000 Penalty: 4753.990723
	Iteration 52Q: 3 clusters Score -1245387 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1245423.000000 Penalty: 4753.990723
	Iteration 53Q: 3 clusters Score -1245423 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1245448.500000 Penalty: 4753.990723
	Iteration 54Q: 3 clusters Score -1245448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1245474.250000 Penalty: 4753.990723
	Iteration 55Q: 3 clusters Score -1245474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1245493.375000 Penalty: 4753.990723
	Iteration 56Q: 3 clusters Score -1245493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1245513.875000 Penalty: 4753.990723
	Iteration 57Q: 3 clusters Score -1245514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1245526.250000 Penalty: 4753.990723
	Iteration 58Q: 3 clusters Score -1245526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1245541.000000 Penalty: 4753.990723
	Iteration 59Q: 3 clusters Score -1245541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1245551.000000 Penalty: 4753.990723
	Iteration 60F: 3 clusters Score -1245551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1245568.250000 Penalty: 4753.990723
	Iteration 61Q: 3 clusters Score -1245568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1245580.375000 Penalty: 4753.990723
	Iteration 62Q: 3 clusters Score -1245580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1245588.500000 Penalty: 4753.990723
	Iteration 63Q: 3 clusters Score -1245588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1245597.500000 Penalty: 4753.990723
	Iteration 64Q: 3 clusters Score -1245598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1245599.375000 Penalty: 4753.990723
	Iteration 65Q: 3 clusters Score -1245599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1245604.375000 Penalty: 4753.990723
	Iteration 66Q: 3 clusters Score -1245604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1245610.250000 Penalty: 4753.990723
	Iteration 67Q: 3 clusters Score -1245610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1245613.375000 Penalty: 4753.990723
	Iteration 68Q: 3 clusters Score -1245613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1245615.000000 Penalty: 4753.990723
	Iteration 69Q: 3 clusters Score -1245615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1245612.625000 Penalty: 4753.990723
	Iteration 70Q: 3 clusters Score -1245613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1245617.375000 Penalty: 4753.990723
	Iteration 71Q: 3 clusters Score -1245617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1245618.500000 Penalty: 4753.990723
	Iteration 72Q: 3 clusters Score -1245618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1245620.875000 Penalty: 4753.990723
	Iteration 73Q: 3 clusters Score -1245621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1245621.875000 Penalty: 4753.990723
	Iteration 74Q: 3 clusters Score -1245622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1245624.125000 Penalty: 4753.990723
	Iteration 75Q: 3 clusters Score -1245624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1245619.750000 Penalty: 4753.990723
	Iteration 76Q: 3 clusters Score -1245620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1245620.500000 Penalty: 4753.990723
	Iteration 77Q: 3 clusters Score -1245620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1245619.750000 Penalty: 4753.990723
	Iteration 78Q: 3 clusters Score -1245620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1245618.875000 Penalty: 4753.990723
	Iteration 79Q: 3 clusters Score -1245619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1245625.375000 Penalty: 4753.990723
	Iteration 80F: 3 clusters Score -1245625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1245624.625000 Penalty: 4753.990723
	Iteration 81Q: 3 clusters Score -1245625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1245626.750000 Penalty: 4753.990723
	Iteration 82Q: 3 clusters Score -1245627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1245629.875000 Penalty: 4753.990723
	Iteration 83Q: 3 clusters Score -1245630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1245632.625000 Penalty: 4753.990723
	Iteration 84Q: 3 clusters Score -1245633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1245635.125000 Penalty: 4753.990723
	Iteration 85Q: 3 clusters Score -1245635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1245639.625000 Penalty: 4753.990723
	Iteration 86Q: 3 clusters Score -1245640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1245641.875000 Penalty: 4753.990723
	Iteration 87Q: 3 clusters Score -1245642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1245645.375000 Penalty: 4753.990723
	Iteration 88Q: 3 clusters Score -1245645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1245646.875000 Penalty: 4753.990723
	Iteration 89Q: 3 clusters Score -1245647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1245647.875000 Penalty: 4753.990723
	Iteration 90Q: 3 clusters Score -1245648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1245647.750000 Penalty: 4753.990723
	Iteration 91Q: 3 clusters Score -1245648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1245648.000000 Penalty: 4753.990723
	Iteration 92Q: 3 clusters Score -1245648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1245650.625000 Penalty: 4753.990723
	Iteration 93Q: 3 clusters Score -1245651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1245653.125000 Penalty: 4753.990723
	Iteration 94Q: 3 clusters Score -1245653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1245657.875000 Penalty: 4753.990723
	Iteration 95Q: 3 clusters Score -1245658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1245662.750000 Penalty: 4753.990723
	Iteration 96Q: 3 clusters Score -1245663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1245665.625000 Penalty: 4753.990723
	Iteration 97Q: 3 clusters Score -1245666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1245668.000000 Penalty: 4753.990723
	Iteration 98Q: 3 clusters Score -1245668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1245675.250000 Penalty: 4753.990723
	Iteration 99Q: 3 clusters Score -1245675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1245677.375000 Penalty: 4753.990723
	Iteration 100F: 3 clusters Score -1245677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1245679.625000 Penalty: 4753.990723
	Iteration 101Q: 3 clusters Score -1245680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1245684.250000 Penalty: 4753.990723
	Iteration 102Q: 3 clusters Score -1245684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1245687.500000 Penalty: 4753.990723
	Iteration 103Q: 3 clusters Score -1245688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1245692.250000 Penalty: 4753.990723
	Iteration 104Q: 3 clusters Score -1245692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1245693.375000 Penalty: 4753.990723
	Iteration 105Q: 3 clusters Score -1245693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1245695.500000 Penalty: 4753.990723
	Iteration 106Q: 3 clusters Score -1245696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1245699.500000 Penalty: 4753.990723
	Iteration 107Q: 3 clusters Score -1245700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1245702.875000 Penalty: 4753.990723
	Iteration 108Q: 3 clusters Score -1245703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1245707.750000 Penalty: 4753.990723
	Iteration 109Q: 3 clusters Score -1245708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1245709.250000 Penalty: 4753.990723
	Iteration 110Q: 3 clusters Score -1245709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1245717.000000 Penalty: 4753.990723
	Iteration 111Q: 3 clusters Score -1245717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1245716.000000 Penalty: 4753.990723
	Iteration 112Q: 3 clusters Score -1245716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1245716.250000 Penalty: 4753.990723
	Iteration 113Q: 3 clusters Score -1245716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1245718.625000 Penalty: 4753.990723
	Iteration 114Q: 3 clusters Score -1245719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1245719.500000 Penalty: 4753.990723
	Iteration 115Q: 3 clusters Score -1245720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1245719.250000 Penalty: 4753.990723
	Iteration 116Q: 3 clusters Score -1245719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1245723.375000 Penalty: 4753.990723
	Iteration 117Q: 3 clusters Score -1245723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1245726.125000 Penalty: 4753.990723
	Iteration 118Q: 3 clusters Score -1245726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1245728.375000 Penalty: 4753.990723
	Iteration 119Q: 3 clusters Score -1245728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1245730.250000 Penalty: 4753.990723
	Iteration 120F: 3 clusters Score -1245730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1245732.750000 Penalty: 4753.990723
	Iteration 121Q: 3 clusters Score -1245733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1245733.375000 Penalty: 4753.990723
	Iteration 122Q: 3 clusters Score -1245733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1245734.125000 Penalty: 4753.990723
	Iteration 123Q: 3 clusters Score -1245734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1245737.500000 Penalty: 4753.990723
	Iteration 124Q: 3 clusters Score -1245738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1245735.750000 Penalty: 4753.990723
	Iteration 125Q: 3 clusters Score -1245736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1245736.625000 Penalty: 4753.990723
	Iteration 126Q: 3 clusters Score -1245737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1245738.250000 Penalty: 4753.990723
	Iteration 127Q: 3 clusters Score -1245738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1245736.750000 Penalty: 4753.990723
	Iteration 128Q: 3 clusters Score -1245737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1245736.750000 Penalty: 4753.990723
	Iteration 129F: 3 clusters Score -1245737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -644913.000000 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -644913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -639248.937500 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -639248.9 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -640742.250000 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -640742.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -640992.625000 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -640992.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -641160.875000 Penalty: 4372.202637
	Iteration 3F: 3 clusters Score -641160.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -641291.937500 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -641291.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -641401.562500 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -641401.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -641491.812500 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -641491.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -641550.562500 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -641550.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -641603.187500 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -641603.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -641654.937500 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -641654.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -641714.437500 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -641714.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -641782.937500 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -641782.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -641853.187500 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -641853.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -641923.750000 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -641923.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -642006.375000 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -642006.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -642082.500000 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -642082.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -642142.250000 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -642142.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -642197.875000 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -642197.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -642259.375000 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -642259.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -642326.125000 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -642326.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -642389.562500 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -642389.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -642453.125000 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -642453.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -642513.312500 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -642513.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -642559.562500 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -642559.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -642587.812500 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -642587.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -642611.875000 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -642611.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -642629.937500 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -642629.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -642644.875000 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -642644.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -642663.500000 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -642663.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -642680.500000 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -642680.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -642694.437500 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -642694.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -642708.812500 Penalty: 4372.202637
	Iteration 31Q: 3 clusters Score -642708.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -642722.312500 Penalty: 4372.202637
	Iteration 32Q: 3 clusters Score -642722.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -642731.625000 Penalty: 4372.202637
	Iteration 33Q: 3 clusters Score -642731.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -642740.375000 Penalty: 4372.202637
	Iteration 34Q: 3 clusters Score -642740.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -642749.000000 Penalty: 4372.202637
	Iteration 35Q: 3 clusters Score -642749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -642755.562500 Penalty: 4372.202637
	Iteration 36Q: 3 clusters Score -642755.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -642763.187500 Penalty: 4372.202637
	Iteration 37Q: 3 clusters Score -642763.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -642770.625000 Penalty: 4372.202637
	Iteration 38Q: 3 clusters Score -642770.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -642776.375000 Penalty: 4372.202637
	Iteration 39Q: 3 clusters Score -642776.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -642778.875000 Penalty: 4372.202637
	Iteration 40F: 3 clusters Score -642778.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -642782.937500 Penalty: 4372.202637
	Iteration 41Q: 3 clusters Score -642782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -642783.187500 Penalty: 4372.202637
	Iteration 42Q: 3 clusters Score -642783.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -642786.875000 Penalty: 4372.202637
	Iteration 43Q: 3 clusters Score -642786.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -642788.625000 Penalty: 4372.202637
	Iteration 44Q: 3 clusters Score -642788.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -642790.750000 Penalty: 4372.202637
	Iteration 45Q: 3 clusters Score -642790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -642792.312500 Penalty: 4372.202637
	Iteration 46Q: 3 clusters Score -642792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -642792.812500 Penalty: 4372.202637
	Iteration 47Q: 3 clusters Score -642792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -642796.562500 Penalty: 4372.202637
	Iteration 48Q: 3 clusters Score -642796.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -642800.000000 Penalty: 4372.202637
	Iteration 49Q: 3 clusters Score -642800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -642802.187500 Penalty: 4372.202637
	Iteration 50Q: 3 clusters Score -642802.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -642803.687500 Penalty: 4372.202637
	Iteration 51Q: 3 clusters Score -642803.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -642807.875000 Penalty: 4372.202637
	Iteration 52Q: 3 clusters Score -642807.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -642809.687500 Penalty: 4372.202637
	Iteration 53Q: 3 clusters Score -642809.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -642809.750000 Penalty: 4372.202637
	Iteration 54Q: 3 clusters Score -642809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -642810.750000 Penalty: 4372.202637
	Iteration 55Q: 3 clusters Score -642810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -642810.500000 Penalty: 4372.202637
	Iteration 56Q: 3 clusters Score -642810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -642810.500000 Penalty: 4372.202637
	Iteration 57F: 3 clusters Score -642810.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -405195.656250 Penalty: 2092.338867
	Iteration 0F: 2 clusters Score -405195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -400908.375000 Penalty: 4184.677734
	Iteration 0F: 3 clusters Score -400908.4 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -401831.500000 Penalty: 4184.677734
	Iteration 1F: 3 clusters Score -401831.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -402012.000000 Penalty: 4184.677734
	Iteration 2F: 3 clusters Score -402012 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -402130.562500 Penalty: 4184.677734
	Iteration 3Q: 3 clusters Score -402130.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -402221.718750 Penalty: 4184.677734
	Iteration 4Q: 3 clusters Score -402221.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -402290.312500 Penalty: 4184.677734
	Iteration 5Q: 3 clusters Score -402290.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -402340.406250 Penalty: 4184.677734
	Iteration 6Q: 3 clusters Score -402340.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -402364.781250 Penalty: 4184.677734
	Iteration 7Q: 3 clusters Score -402364.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -402380.968750 Penalty: 4184.677734
	Iteration 8Q: 3 clusters Score -402381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -402395.218750 Penalty: 4184.677734
	Iteration 9Q: 3 clusters Score -402395.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -402408.281250 Penalty: 4184.677734
	Iteration 10Q: 3 clusters Score -402408.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -402422.468750 Penalty: 4184.677734
	Iteration 11Q: 3 clusters Score -402422.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -402438.375000 Penalty: 4184.677734
	Iteration 12Q: 3 clusters Score -402438.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -402447.625000 Penalty: 4184.677734
	Iteration 13Q: 3 clusters Score -402447.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -402456.218750 Penalty: 4184.677734
	Iteration 14Q: 3 clusters Score -402456.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -402469.375000 Penalty: 4184.677734
	Iteration 15Q: 3 clusters Score -402469.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -402481.437500 Penalty: 4184.677734
	Iteration 16Q: 3 clusters Score -402481.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -402491.781250 Penalty: 4184.677734
	Iteration 17Q: 3 clusters Score -402491.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -402502.250000 Penalty: 4184.677734
	Iteration 18Q: 3 clusters Score -402502.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -402510.750000 Penalty: 4184.677734
	Iteration 19Q: 3 clusters Score -402510.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -402519.343750 Penalty: 4184.677734
	Iteration 20F: 3 clusters Score -402519.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -402526.187500 Penalty: 4184.677734
	Iteration 21Q: 3 clusters Score -402526.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -402532.656250 Penalty: 4184.677734
	Iteration 22Q: 3 clusters Score -402532.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -402540.656250 Penalty: 4184.677734
	Iteration 23Q: 3 clusters Score -402540.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -402545.875000 Penalty: 4184.677734
	Iteration 24Q: 3 clusters Score -402545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -402550.906250 Penalty: 4184.677734
	Iteration 25Q: 3 clusters Score -402550.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -402554.656250 Penalty: 4184.677734
	Iteration 26Q: 3 clusters Score -402554.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -402556.468750 Penalty: 4184.677734
	Iteration 27Q: 3 clusters Score -402556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -402557.687500 Penalty: 4184.677734
	Iteration 28Q: 3 clusters Score -402557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -402557.625000 Penalty: 4184.677734
	Iteration 29Q: 3 clusters Score -402557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -402559.406250 Penalty: 4184.677734
	Iteration 30Q: 3 clusters Score -402559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -402559.781250 Penalty: 4184.677734
	Iteration 31Q: 3 clusters Score -402559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -402559.843750 Penalty: 4184.677734
	Iteration 32Q: 3 clusters Score -402559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -402563.250000 Penalty: 4184.677734
	Iteration 33Q: 3 clusters Score -402563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -402564.625000 Penalty: 4184.677734
	Iteration 34Q: 3 clusters Score -402564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -402567.125000 Penalty: 4184.677734
	Iteration 35Q: 3 clusters Score -402567.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -402573.093750 Penalty: 4184.677734
	Iteration 36Q: 3 clusters Score -402573.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -402578.875000 Penalty: 4184.677734
	Iteration 37Q: 3 clusters Score -402578.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -402584.781250 Penalty: 4184.677734
	Iteration 38Q: 3 clusters Score -402584.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -402586.156250 Penalty: 4184.677734
	Iteration 39Q: 3 clusters Score -402586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -402589.656250 Penalty: 4184.677734
	Iteration 40F: 3 clusters Score -402589.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -402592.375000 Penalty: 4184.677734
	Iteration 41Q: 3 clusters Score -402592.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -402597.843750 Penalty: 4184.677734
	Iteration 42Q: 3 clusters Score -402597.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -402599.718750 Penalty: 4184.677734
	Iteration 43Q: 3 clusters Score -402599.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -402604.218750 Penalty: 4184.677734
	Iteration 44Q: 3 clusters Score -402604.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -402608.375000 Penalty: 4184.677734
	Iteration 45Q: 3 clusters Score -402608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -402610.187500 Penalty: 4184.677734
	Iteration 46Q: 3 clusters Score -402610.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -402613.187500 Penalty: 4184.677734
	Iteration 47Q: 3 clusters Score -402613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402615.718750 Penalty: 4184.677734
	Iteration 48Q: 3 clusters Score -402615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -402618.437500 Penalty: 4184.677734
	Iteration 49Q: 3 clusters Score -402618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -402621.437500 Penalty: 4184.677734
	Iteration 50Q: 3 clusters Score -402621.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -402624.218750 Penalty: 4184.677734
	Iteration 51Q: 3 clusters Score -402624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -402626.687500 Penalty: 4184.677734
	Iteration 52Q: 3 clusters Score -402626.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -402630.781250 Penalty: 4184.677734
	Iteration 53Q: 3 clusters Score -402630.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -402635.406250 Penalty: 4184.677734
	Iteration 54Q: 3 clusters Score -402635.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -402639.906250 Penalty: 4184.677734
	Iteration 55Q: 3 clusters Score -402639.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -402647.343750 Penalty: 4184.677734
	Iteration 56Q: 3 clusters Score -402647.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -402653.000000 Penalty: 4184.677734
	Iteration 57Q: 3 clusters Score -402653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -402660.375000 Penalty: 4184.677734
	Iteration 58Q: 3 clusters Score -402660.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -402666.875000 Penalty: 4184.677734
	Iteration 59Q: 3 clusters Score -402666.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -402672.906250 Penalty: 4184.677734
	Iteration 60F: 3 clusters Score -402672.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -402680.250000 Penalty: 4184.677734
	Iteration 61Q: 3 clusters Score -402680.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -402692.656250 Penalty: 4184.677734
	Iteration 62Q: 3 clusters Score -402692.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -402700.875000 Penalty: 4184.677734
	Iteration 63Q: 3 clusters Score -402700.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -402709.437500 Penalty: 4184.677734
	Iteration 64Q: 3 clusters Score -402709.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -402718.375000 Penalty: 4184.677734
	Iteration 65Q: 3 clusters Score -402718.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -402727.000000 Penalty: 4184.677734
	Iteration 66Q: 3 clusters Score -402727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -402741.031250 Penalty: 4184.677734
	Iteration 67Q: 3 clusters Score -402741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -402757.437500 Penalty: 4184.677734
	Iteration 68Q: 3 clusters Score -402757.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -402775.343750 Penalty: 4184.677734
	Iteration 69Q: 3 clusters Score -402775.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -402791.625000 Penalty: 4184.677734
	Iteration 70Q: 3 clusters Score -402791.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -402807.687500 Penalty: 4184.677734
	Iteration 71Q: 3 clusters Score -402807.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -402821.968750 Penalty: 4184.677734
	Iteration 72Q: 3 clusters Score -402822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -402841.937500 Penalty: 4184.677734
	Iteration 73Q: 3 clusters Score -402841.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -402869.656250 Penalty: 4184.677734
	Iteration 74Q: 3 clusters Score -402869.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -402897.031250 Penalty: 4184.677734
	Iteration 75Q: 3 clusters Score -402897 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -402923.062500 Penalty: 4184.677734
	Iteration 76Q: 3 clusters Score -402923.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -402953.187500 Penalty: 4184.677734
	Iteration 77Q: 3 clusters Score -402953.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -402986.406250 Penalty: 4184.677734
	Iteration 78Q: 3 clusters Score -402986.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -403018.812500 Penalty: 4184.677734
	Iteration 79Q: 3 clusters Score -403018.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -403051.093750 Penalty: 4184.677734
	Iteration 80F: 3 clusters Score -403051.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -403073.437500 Penalty: 4184.677734
	Iteration 81Q: 3 clusters Score -403073.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -403095.843750 Penalty: 4184.677734
	Iteration 82Q: 3 clusters Score -403095.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -403113.531250 Penalty: 4184.677734
	Iteration 83Q: 3 clusters Score -403113.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -403136.468750 Penalty: 4184.677734
	Iteration 84Q: 3 clusters Score -403136.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -403156.531250 Penalty: 4184.677734
	Iteration 85Q: 3 clusters Score -403156.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -403173.812500 Penalty: 4184.677734
	Iteration 86Q: 3 clusters Score -403173.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -403188.937500 Penalty: 4184.677734
	Iteration 87Q: 3 clusters Score -403188.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -403203.968750 Penalty: 4184.677734
	Iteration 88Q: 3 clusters Score -403204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -403218.687500 Penalty: 4184.677734
	Iteration 89Q: 3 clusters Score -403218.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -403238.156250 Penalty: 4184.677734
	Iteration 90Q: 3 clusters Score -403238.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -403249.437500 Penalty: 4184.677734
	Iteration 91Q: 3 clusters Score -403249.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -403258.968750 Penalty: 4184.677734
	Iteration 92Q: 3 clusters Score -403259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -403265.625000 Penalty: 4184.677734
	Iteration 93Q: 3 clusters Score -403265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -403271.031250 Penalty: 4184.677734
	Iteration 94Q: 3 clusters Score -403271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -403281.312500 Penalty: 4184.677734
	Iteration 95Q: 3 clusters Score -403281.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -403298.875000 Penalty: 4184.677734
	Iteration 96Q: 3 clusters Score -403298.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -403314.656250 Penalty: 4184.677734
	Iteration 97Q: 3 clusters Score -403314.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -403324.125000 Penalty: 4184.677734
	Iteration 98Q: 3 clusters Score -403324.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -403335.968750 Penalty: 4184.677734
	Iteration 99Q: 3 clusters Score -403336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -403342.312500 Penalty: 4184.677734
	Iteration 100F: 3 clusters Score -403342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -403346.156250 Penalty: 4184.677734
	Iteration 101Q: 3 clusters Score -403346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -403352.656250 Penalty: 4184.677734
	Iteration 102Q: 3 clusters Score -403352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -403354.718750 Penalty: 4184.677734
	Iteration 103Q: 3 clusters Score -403354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -403356.750000 Penalty: 4184.677734
	Iteration 104Q: 3 clusters Score -403356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -403357.187500 Penalty: 4184.677734
	Iteration 105Q: 3 clusters Score -403357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -403357.687500 Penalty: 4184.677734
	Iteration 106Q: 3 clusters Score -403357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -403360.250000 Penalty: 4184.677734
	Iteration 107Q: 3 clusters Score -403360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -403361.250000 Penalty: 4184.677734
	Iteration 108Q: 3 clusters Score -403361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -403361.562500 Penalty: 4184.677734
	Iteration 109Q: 3 clusters Score -403361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -403364.343750 Penalty: 4184.677734
	Iteration 110Q: 3 clusters Score -403364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -403366.343750 Penalty: 4184.677734
	Iteration 111Q: 3 clusters Score -403366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -403367.437500 Penalty: 4184.677734
	Iteration 112Q: 3 clusters Score -403367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -403368.937500 Penalty: 4184.677734
	Iteration 113Q: 3 clusters Score -403368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -403370.375000 Penalty: 4184.677734
	Iteration 114Q: 3 clusters Score -403370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -403370.375000 Penalty: 4184.677734
	Iteration 115F: 3 clusters Score -403370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Entering Unmasked Estep 
Score: -371415.937500 Penalty: 2095.489990
	Iteration 0F: 2 clusters Score -371415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -367115.500000 Penalty: 4190.979980
	Iteration 0F: 3 clusters Score -367115.5 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -368142.000000 Penalty: 4190.979980
	Iteration 1F: 3 clusters Score -368142 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -368355.156250 Penalty: 4190.979980
	Iteration 2F: 3 clusters Score -368355.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -368487.500000 Penalty: 4190.979980
	Iteration 3Q: 3 clusters Score -368487.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -368581.343750 Penalty: 4190.979980
	Iteration 4Q: 3 clusters Score -368581.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -368678.500000 Penalty: 4190.979980
	Iteration 5Q: 3 clusters Score -368678.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -368789.062500 Penalty: 4190.979980
	Iteration 6Q: 3 clusters Score -368789.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -368894.468750 Penalty: 4190.979980
	Iteration 7Q: 3 clusters Score -368894.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -368987.375000 Penalty: 4190.979980
	Iteration 8Q: 3 clusters Score -368987.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -369063.187500 Penalty: 4190.979980
	Iteration 9Q: 3 clusters Score -369063.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -369124.781250 Penalty: 4190.979980
	Iteration 10Q: 3 clusters Score -369124.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -369206.156250 Penalty: 4190.979980
	Iteration 11Q: 3 clusters Score -369206.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -369279.250000 Penalty: 4190.979980
	Iteration 12Q: 3 clusters Score -369279.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -369350.968750 Penalty: 4190.979980
	Iteration 13Q: 3 clusters Score -369351 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -369436.093750 Penalty: 4190.979980
	Iteration 14Q: 3 clusters Score -369436.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -369505.187500 Penalty: 4190.979980
	Iteration 15Q: 3 clusters Score -369505.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -369559.468750 Penalty: 4190.979980
	Iteration 16Q: 3 clusters Score -369559.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -369621.062500 Penalty: 4190.979980
	Iteration 17Q: 3 clusters Score -369621.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -369675.750000 Penalty: 4190.979980
	Iteration 18Q: 3 clusters Score -369675.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -369713.875000 Penalty: 4190.979980
	Iteration 19Q: 3 clusters Score -369713.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -369739.687500 Penalty: 4190.979980
	Iteration 20F: 3 clusters Score -369739.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -369763.656250 Penalty: 4190.979980
	Iteration 21Q: 3 clusters Score -369763.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -369782.187500 Penalty: 4190.979980
	Iteration 22Q: 3 clusters Score -369782.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -369804.218750 Penalty: 4190.979980
	Iteration 23Q: 3 clusters Score -369804.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -369838.062500 Penalty: 4190.979980
	Iteration 24Q: 3 clusters Score -369838.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -369870.843750 Penalty: 4190.979980
	Iteration 25Q: 3 clusters Score -369870.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -369910.812500 Penalty: 4190.979980
	Iteration 26Q: 3 clusters Score -369910.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -369950.062500 Penalty: 4190.979980
	Iteration 27Q: 3 clusters Score -369950.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -370001.250000 Penalty: 4190.979980
	Iteration 28Q: 3 clusters Score -370001.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -370054.187500 Penalty: 4190.979980
	Iteration 29Q: 3 clusters Score -370054.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -370096.562500 Penalty: 4190.979980
	Iteration 30Q: 3 clusters Score -370096.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -370131.500000 Penalty: 4190.979980
	Iteration 31Q: 3 clusters Score -370131.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -370165.562500 Penalty: 4190.979980
	Iteration 32Q: 3 clusters Score -370165.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -370189.812500 Penalty: 4190.979980
	Iteration 33Q: 3 clusters Score -370189.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -370202.812500 Penalty: 4190.979980
	Iteration 34Q: 3 clusters Score -370202.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -370212.375000 Penalty: 4190.979980
	Iteration 35Q: 3 clusters Score -370212.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -370216.312500 Penalty: 4190.979980
	Iteration 36Q: 3 clusters Score -370216.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -370219.781250 Penalty: 4190.979980
	Iteration 37Q: 3 clusters Score -370219.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -370225.656250 Penalty: 4190.979980
	Iteration 38Q: 3 clusters Score -370225.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -370232.343750 Penalty: 4190.979980
	Iteration 39Q: 3 clusters Score -370232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -370235.812500 Penalty: 4190.979980
	Iteration 40F: 3 clusters Score -370235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -370237.781250 Penalty: 4190.979980
	Iteration 41Q: 3 clusters Score -370237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -370239.531250 Penalty: 4190.979980
	Iteration 42Q: 3 clusters Score -370239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -370241.625000 Penalty: 4190.979980
	Iteration 43Q: 3 clusters Score -370241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -370242.343750 Penalty: 4190.979980
	Iteration 44Q: 3 clusters Score -370242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -370244.468750 Penalty: 4190.979980
	Iteration 45Q: 3 clusters Score -370244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -370245.937500 Penalty: 4190.979980
	Iteration 46Q: 3 clusters Score -370245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -370246.375000 Penalty: 4190.979980
	Iteration 47Q: 3 clusters Score -370246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -370247.781250 Penalty: 4190.979980
	Iteration 48Q: 3 clusters Score -370247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -370249.468750 Penalty: 4190.979980
	Iteration 49Q: 3 clusters Score -370249.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -370252.000000 Penalty: 4190.979980
	Iteration 50Q: 3 clusters Score -370252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -370254.218750 Penalty: 4190.979980
	Iteration 51Q: 3 clusters Score -370254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -370259.156250 Penalty: 4190.979980
	Iteration 52Q: 3 clusters Score -370259.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -370266.187500 Penalty: 4190.979980
	Iteration 53Q: 3 clusters Score -370266.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -370273.781250 Penalty: 4190.979980
	Iteration 54Q: 3 clusters Score -370273.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -370280.562500 Penalty: 4190.979980
	Iteration 55Q: 3 clusters Score -370280.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370283.781250 Penalty: 4190.979980
	Iteration 56Q: 3 clusters Score -370283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -370286.812500 Penalty: 4190.979980
	Iteration 57Q: 3 clusters Score -370286.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -370290.937500 Penalty: 4190.979980
	Iteration 58Q: 3 clusters Score -370290.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -370293.375000 Penalty: 4190.979980
	Iteration 59Q: 3 clusters Score -370293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -370296.468750 Penalty: 4190.979980
	Iteration 60F: 3 clusters Score -370296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -370298.375000 Penalty: 4190.979980
	Iteration 61Q: 3 clusters Score -370298.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -370300.812500 Penalty: 4190.979980
	Iteration 62Q: 3 clusters Score -370300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -370301.375000 Penalty: 4190.979980
	Iteration 63Q: 3 clusters Score -370301.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -370301.375000 Penalty: 4190.979980
	Iteration 64F: 3 clusters Score -370301.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Entering Unmasked Estep 
Score: -1347093.500000 Penalty: 2412.441162
	Iteration 0F: 2 clusters Score -1347094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1335116.375000 Penalty: 4824.882324
	Iteration 0F: 3 clusters Score -1335116 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1338949.125000 Penalty: 4824.882324
	Iteration 1F: 3 clusters Score -1338949 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1339376.250000 Penalty: 4824.882324
	Iteration 2F: 3 clusters Score -1339376 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1339792.375000 Penalty: 4824.882324
	Iteration 3F: 3 clusters Score -1339792 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1340279.000000 Penalty: 4824.882324
	Iteration 4F: 3 clusters Score -1340279 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1340816.000000 Penalty: 4824.882324
	Iteration 5F: 3 clusters Score -1340816 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1341442.375000 Penalty: 4824.882324
	Iteration 6F: 3 clusters Score -1341442 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1342170.250000 Penalty: 4824.882324
	Iteration 7F: 3 clusters Score -1342170 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1342895.625000 Penalty: 4824.882324
	Iteration 8F: 3 clusters Score -1342896 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1343530.375000 Penalty: 4824.882324
	Iteration 9Q: 3 clusters Score -1343530 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1344014.500000 Penalty: 4824.882324
	Iteration 10Q: 3 clusters Score -1344014 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1344340.625000 Penalty: 4824.882324
	Iteration 11Q: 3 clusters Score -1344341 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1344584.375000 Penalty: 4824.882324
	Iteration 12Q: 3 clusters Score -1344584 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1344745.750000 Penalty: 4824.882324
	Iteration 13Q: 3 clusters Score -1344746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1344849.750000 Penalty: 4824.882324
	Iteration 14Q: 3 clusters Score -1344850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1344927.000000 Penalty: 4824.882324
	Iteration 15Q: 3 clusters Score -1344927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1344986.750000 Penalty: 4824.882324
	Iteration 16Q: 3 clusters Score -1344987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1345019.250000 Penalty: 4824.882324
	Iteration 17Q: 3 clusters Score -1345019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1345042.375000 Penalty: 4824.882324
	Iteration 18Q: 3 clusters Score -1345042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1345059.500000 Penalty: 4824.882324
	Iteration 19Q: 3 clusters Score -1345060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1345074.125000 Penalty: 4824.882324
	Iteration 20F: 3 clusters Score -1345074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1345090.625000 Penalty: 4824.882324
	Iteration 21Q: 3 clusters Score -1345091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1345105.500000 Penalty: 4824.882324
	Iteration 22Q: 3 clusters Score -1345106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1345112.250000 Penalty: 4824.882324
	Iteration 23Q: 3 clusters Score -1345112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1345129.375000 Penalty: 4824.882324
	Iteration 24Q: 3 clusters Score -1345129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1345137.250000 Penalty: 4824.882324
	Iteration 25Q: 3 clusters Score -1345137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1345142.125000 Penalty: 4824.882324
	Iteration 26Q: 3 clusters Score -1345142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1345144.500000 Penalty: 4824.882324
	Iteration 27Q: 3 clusters Score -1345144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1345144.500000 Penalty: 4824.882324
	Iteration 28F: 3 clusters Score -1345144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -146730.750000 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -146730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -144112.843750 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -144112.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -144621.156250 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -144621.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -144789.546875 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -144789.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -144918.312500 Penalty: 3778.896240
	Iteration 3Q: 3 clusters Score -144918.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -145083.062500 Penalty: 3778.896240
	Iteration 4Q: 3 clusters Score -145083.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -145226.953125 Penalty: 3778.896240
	Iteration 5F: 3 clusters Score -145227 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -145334.687500 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -145334.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -145457.390625 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -145457.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -145537.234375 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -145537.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -145606.562500 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -145606.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -145650.796875 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -145650.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -145677.046875 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -145677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -145698.109375 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -145698.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -145724.421875 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -145724.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -145741.468750 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -145741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -145747.484375 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -145747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -145755.953125 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -145756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -145758.875000 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -145758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -145760.781250 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -145760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -145762.171875 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -145762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -145764.718750 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -145764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -145766.781250 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -145766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -145767.515625 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -145767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -145768.375000 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -145768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -145768.937500 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -145768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -145770.218750 Penalty: 3778.896240
	Iteration 25Q: 3 clusters Score -145770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -145771.375000 Penalty: 3778.896240
	Iteration 26Q: 3 clusters Score -145771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -145772.765625 Penalty: 3778.896240
	Iteration 27Q: 3 clusters Score -145772.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -145772.765625 Penalty: 3778.896240
	Iteration 28F: 3 clusters Score -145772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Entering Unmasked Estep 
Score: -1392327.375000 Penalty: 2413.665283
	Iteration 0F: 2 clusters Score -1392327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1380236.500000 Penalty: 4827.330566
	Iteration 0F: 3 clusters Score -1380236 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1384284.375000 Penalty: 4827.330566
	Iteration 1F: 3 clusters Score -1384284 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1384749.625000 Penalty: 4827.330566
	Iteration 2F: 3 clusters Score -1384750 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1385228.125000 Penalty: 4827.330566
	Iteration 3F: 3 clusters Score -1385228 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1385741.625000 Penalty: 4827.330566
	Iteration 4F: 3 clusters Score -1385742 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1386262.125000 Penalty: 4827.330566
	Iteration 5Q: 3 clusters Score -1386262 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1386817.625000 Penalty: 4827.330566
	Iteration 6F: 3 clusters Score -1386818 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1387279.750000 Penalty: 4827.330566
	Iteration 7Q: 3 clusters Score -1387280 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1387614.375000 Penalty: 4827.330566
	Iteration 8Q: 3 clusters Score -1387614 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1387846.750000 Penalty: 4827.330566
	Iteration 9Q: 3 clusters Score -1387847 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1388042.750000 Penalty: 4827.330566
	Iteration 10Q: 3 clusters Score -1388043 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1388168.500000 Penalty: 4827.330566
	Iteration 11Q: 3 clusters Score -1388168 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1388262.500000 Penalty: 4827.330566
	Iteration 12Q: 3 clusters Score -1388262 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1388344.000000 Penalty: 4827.330566
	Iteration 13Q: 3 clusters Score -1388344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1388394.125000 Penalty: 4827.330566
	Iteration 14Q: 3 clusters Score -1388394 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1388441.250000 Penalty: 4827.330566
	Iteration 15Q: 3 clusters Score -1388441 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1388477.125000 Penalty: 4827.330566
	Iteration 16Q: 3 clusters Score -1388477 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1388507.000000 Penalty: 4827.330566
	Iteration 17Q: 3 clusters Score -1388507 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1388534.000000 Penalty: 4827.330566
	Iteration 18Q: 3 clusters Score -1388534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1388551.750000 Penalty: 4827.330566
	Iteration 19Q: 3 clusters Score -1388552 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1388576.125000 Penalty: 4827.330566
	Iteration 20F: 3 clusters Score -1388576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1388598.375000 Penalty: 4827.330566
	Iteration 21Q: 3 clusters Score -1388598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1388617.000000 Penalty: 4827.330566
	Iteration 22Q: 3 clusters Score -1388617 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1388633.750000 Penalty: 4827.330566
	Iteration 23Q: 3 clusters Score -1388634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1388650.375000 Penalty: 4827.330566
	Iteration 24Q: 3 clusters Score -1388650 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1388673.750000 Penalty: 4827.330566
	Iteration 25Q: 3 clusters Score -1388674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1388693.875000 Penalty: 4827.330566
	Iteration 26Q: 3 clusters Score -1388694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1388714.875000 Penalty: 4827.330566
	Iteration 27Q: 3 clusters Score -1388715 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1388734.625000 Penalty: 4827.330566
	Iteration 28Q: 3 clusters Score -1388735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1388748.500000 Penalty: 4827.330566
	Iteration 29Q: 3 clusters Score -1388748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1388756.375000 Penalty: 4827.330566
	Iteration 30Q: 3 clusters Score -1388756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1388769.125000 Penalty: 4827.330566
	Iteration 31Q: 3 clusters Score -1388769 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1388773.500000 Penalty: 4827.330566
	Iteration 32Q: 3 clusters Score -1388774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1388788.375000 Penalty: 4827.330566
	Iteration 33Q: 3 clusters Score -1388788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1388797.875000 Penalty: 4827.330566
	Iteration 34Q: 3 clusters Score -1388798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1388807.375000 Penalty: 4827.330566
	Iteration 35Q: 3 clusters Score -1388807 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1388826.250000 Penalty: 4827.330566
	Iteration 36Q: 3 clusters Score -1388826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1388845.375000 Penalty: 4827.330566
	Iteration 37Q: 3 clusters Score -1388845 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1388855.125000 Penalty: 4827.330566
	Iteration 38Q: 3 clusters Score -1388855 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1388870.875000 Penalty: 4827.330566
	Iteration 39Q: 3 clusters Score -1388871 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1388890.500000 Penalty: 4827.330566
	Iteration 40F: 3 clusters Score -1388890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1388905.750000 Penalty: 4827.330566
	Iteration 41Q: 3 clusters Score -1388906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1388917.875000 Penalty: 4827.330566
	Iteration 42Q: 3 clusters Score -1388918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1388943.625000 Penalty: 4827.330566
	Iteration 43Q: 3 clusters Score -1388944 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1388958.625000 Penalty: 4827.330566
	Iteration 44Q: 3 clusters Score -1388959 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1388980.375000 Penalty: 4827.330566
	Iteration 45Q: 3 clusters Score -1388980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1389003.375000 Penalty: 4827.330566
	Iteration 46Q: 3 clusters Score -1389003 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1389030.875000 Penalty: 4827.330566
	Iteration 47Q: 3 clusters Score -1389031 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1389074.750000 Penalty: 4827.330566
	Iteration 48Q: 3 clusters Score -1389075 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1389113.375000 Penalty: 4827.330566
	Iteration 49Q: 3 clusters Score -1389113 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1389146.375000 Penalty: 4827.330566
	Iteration 50Q: 3 clusters Score -1389146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1389184.250000 Penalty: 4827.330566
	Iteration 51Q: 3 clusters Score -1389184 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1389217.500000 Penalty: 4827.330566
	Iteration 52Q: 3 clusters Score -1389218 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1389248.875000 Penalty: 4827.330566
	Iteration 53Q: 3 clusters Score -1389249 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1389286.625000 Penalty: 4827.330566
	Iteration 54Q: 3 clusters Score -1389287 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1389322.125000 Penalty: 4827.330566
	Iteration 55Q: 3 clusters Score -1389322 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1389386.375000 Penalty: 4827.330566
	Iteration 56Q: 3 clusters Score -1389386 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1389442.500000 Penalty: 4827.330566
	Iteration 57Q: 3 clusters Score -1389442 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1389508.500000 Penalty: 4827.330566
	Iteration 58Q: 3 clusters Score -1389508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1389569.875000 Penalty: 4827.330566
	Iteration 59Q: 3 clusters Score -1389570 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1389630.750000 Penalty: 4827.330566
	Iteration 60F: 3 clusters Score -1389631 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1389696.125000 Penalty: 4827.330566
	Iteration 61Q: 3 clusters Score -1389696 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1389761.000000 Penalty: 4827.330566
	Iteration 62Q: 3 clusters Score -1389761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1389826.750000 Penalty: 4827.330566
	Iteration 63Q: 3 clusters Score -1389827 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1389890.625000 Penalty: 4827.330566
	Iteration 64Q: 3 clusters Score -1389891 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1389944.625000 Penalty: 4827.330566
	Iteration 65Q: 3 clusters Score -1389945 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1390005.375000 Penalty: 4827.330566
	Iteration 66Q: 3 clusters Score -1390005 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1390058.875000 Penalty: 4827.330566
	Iteration 67Q: 3 clusters Score -1390059 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1390112.875000 Penalty: 4827.330566
	Iteration 68Q: 3 clusters Score -1390113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1390157.125000 Penalty: 4827.330566
	Iteration 69Q: 3 clusters Score -1390157 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1390192.000000 Penalty: 4827.330566
	Iteration 70Q: 3 clusters Score -1390192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1390214.750000 Penalty: 4827.330566
	Iteration 71Q: 3 clusters Score -1390215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1390234.375000 Penalty: 4827.330566
	Iteration 72Q: 3 clusters Score -1390234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1390257.500000 Penalty: 4827.330566
	Iteration 73Q: 3 clusters Score -1390258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1390275.125000 Penalty: 4827.330566
	Iteration 74Q: 3 clusters Score -1390275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1390297.625000 Penalty: 4827.330566
	Iteration 75Q: 3 clusters Score -1390298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1390312.250000 Penalty: 4827.330566
	Iteration 76Q: 3 clusters Score -1390312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1390331.000000 Penalty: 4827.330566
	Iteration 77Q: 3 clusters Score -1390331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1390341.000000 Penalty: 4827.330566
	Iteration 78Q: 3 clusters Score -1390341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1390347.375000 Penalty: 4827.330566
	Iteration 79Q: 3 clusters Score -1390347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1390355.750000 Penalty: 4827.330566
	Iteration 80F: 3 clusters Score -1390356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1390362.750000 Penalty: 4827.330566
	Iteration 81Q: 3 clusters Score -1390363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1390368.750000 Penalty: 4827.330566
	Iteration 82Q: 3 clusters Score -1390369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1390374.875000 Penalty: 4827.330566
	Iteration 83Q: 3 clusters Score -1390375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1390379.625000 Penalty: 4827.330566
	Iteration 84Q: 3 clusters Score -1390380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1390382.625000 Penalty: 4827.330566
	Iteration 85Q: 3 clusters Score -1390383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1390388.125000 Penalty: 4827.330566
	Iteration 86Q: 3 clusters Score -1390388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1390395.500000 Penalty: 4827.330566
	Iteration 87Q: 3 clusters Score -1390396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1390400.500000 Penalty: 4827.330566
	Iteration 88Q: 3 clusters Score -1390400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1390410.250000 Penalty: 4827.330566
	Iteration 89Q: 3 clusters Score -1390410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1390415.500000 Penalty: 4827.330566
	Iteration 90Q: 3 clusters Score -1390416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1390423.875000 Penalty: 4827.330566
	Iteration 91Q: 3 clusters Score -1390424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1390426.875000 Penalty: 4827.330566
	Iteration 92Q: 3 clusters Score -1390427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1390432.375000 Penalty: 4827.330566
	Iteration 93Q: 3 clusters Score -1390432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1390437.750000 Penalty: 4827.330566
	Iteration 94Q: 3 clusters Score -1390438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1390444.750000 Penalty: 4827.330566
	Iteration 95Q: 3 clusters Score -1390445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1390443.000000 Penalty: 4827.330566
	Iteration 96Q: 3 clusters Score -1390443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1390446.750000 Penalty: 4827.330566
	Iteration 97Q: 3 clusters Score -1390447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1390448.250000 Penalty: 4827.330566
	Iteration 98Q: 3 clusters Score -1390448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1390449.125000 Penalty: 4827.330566
	Iteration 99Q: 3 clusters Score -1390449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1390449.875000 Penalty: 4827.330566
	Iteration 100F: 3 clusters Score -1390450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1390451.125000 Penalty: 4827.330566
	Iteration 101Q: 3 clusters Score -1390451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1390450.750000 Penalty: 4827.330566
	Iteration 102Q: 3 clusters Score -1390451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1390450.000000 Penalty: 4827.330566
	Iteration 103Q: 3 clusters Score -1390450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1390449.750000 Penalty: 4827.330566
	Iteration 104Q: 3 clusters Score -1390450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1390449.750000 Penalty: 4827.330566
	Iteration 105F: 3 clusters Score -1390450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Entering Unmasked Estep 
Score: -3466872.250000 Penalty: 2629.781738
	Iteration 0F: 2 clusters Score -3466872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3439530.250000 Penalty: 5259.563477
	Iteration 0F: 3 clusters Score -3439530 nChanged 18348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3449720.250000 Penalty: 5259.563477
	Iteration 1F: 3 clusters Score -3449720 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3450617.500000 Penalty: 5259.563477
	Iteration 2F: 3 clusters Score -3450618 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3451696.500000 Penalty: 5259.563477
	Iteration 3F: 3 clusters Score -3451696 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3453003.750000 Penalty: 5259.563477
	Iteration 4F: 3 clusters Score -3453004 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3454471.500000 Penalty: 5259.563477
	Iteration 5F: 3 clusters Score -3454472 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3456138.500000 Penalty: 5259.563477
	Iteration 6F: 3 clusters Score -3456138 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3457964.750000 Penalty: 5259.563477
	Iteration 7F: 3 clusters Score -3457965 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3459843.250000 Penalty: 5259.563477
	Iteration 8F: 3 clusters Score -3459843 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -3461401.750000 Penalty: 5259.563477
	Iteration 9Q: 3 clusters Score -3461402 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -3462579.750000 Penalty: 5259.563477
	Iteration 10Q: 3 clusters Score -3462580 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -3463382.000000 Penalty: 5259.563477
	Iteration 11Q: 3 clusters Score -3463382 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -3463841.750000 Penalty: 5259.563477
	Iteration 12Q: 3 clusters Score -3463842 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -3464109.500000 Penalty: 5259.563477
	Iteration 13Q: 3 clusters Score -3464110 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -3464287.750000 Penalty: 5259.563477
	Iteration 14Q: 3 clusters Score -3464288 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -3464400.250000 Penalty: 5259.563477
	Iteration 15Q: 3 clusters Score -3464400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -3464457.250000 Penalty: 5259.563477
	Iteration 16Q: 3 clusters Score -3464457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -3464504.750000 Penalty: 5259.563477
	Iteration 17Q: 3 clusters Score -3464505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -3464544.750000 Penalty: 5259.563477
	Iteration 18Q: 3 clusters Score -3464545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -3464568.250000 Penalty: 5259.563477
	Iteration 19Q: 3 clusters Score -3464568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -3464578.750000 Penalty: 5259.563477
	Iteration 20F: 3 clusters Score -3464579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -3464588.500000 Penalty: 5259.563477
	Iteration 21Q: 3 clusters Score -3464588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -3464594.250000 Penalty: 5259.563477
	Iteration 22Q: 3 clusters Score -3464594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -3464595.000000 Penalty: 5259.563477
	Iteration 23Q: 3 clusters Score -3464595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -3464595.000000 Penalty: 5259.563477
	Iteration 24F: 3 clusters Score -3464595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Entering Unmasked Estep 
Score: -886888.000000 Penalty: 2286.533691
	Iteration 0F: 2 clusters Score -886888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -879158.187500 Penalty: 4573.067383
	Iteration 0F: 3 clusters Score -879158.2 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -881315.250000 Penalty: 4573.067383
	Iteration 1F: 3 clusters Score -881315.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -881633.750000 Penalty: 4573.067383
	Iteration 2F: 3 clusters Score -881633.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -881894.437500 Penalty: 4573.067383
	Iteration 3F: 3 clusters Score -881894.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -882117.375000 Penalty: 4573.067383
	Iteration 4Q: 3 clusters Score -882117.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -882343.375000 Penalty: 4573.067383
	Iteration 5Q: 3 clusters Score -882343.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -882597.062500 Penalty: 4573.067383
	Iteration 6Q: 3 clusters Score -882597.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -882858.000000 Penalty: 4573.067383
	Iteration 7Q: 3 clusters Score -882858 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -883123.375000 Penalty: 4573.067383
	Iteration 8Q: 3 clusters Score -883123.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -883415.750000 Penalty: 4573.067383
	Iteration 9Q: 3 clusters Score -883415.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -883732.062500 Penalty: 4573.067383
	Iteration 10Q: 3 clusters Score -883732.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -884015.312500 Penalty: 4573.067383
	Iteration 11Q: 3 clusters Score -884015.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -884251.750000 Penalty: 4573.067383
	Iteration 12Q: 3 clusters Score -884251.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -884429.875000 Penalty: 4573.067383
	Iteration 13Q: 3 clusters Score -884429.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -884546.375000 Penalty: 4573.067383
	Iteration 14Q: 3 clusters Score -884546.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -884656.062500 Penalty: 4573.067383
	Iteration 15Q: 3 clusters Score -884656.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -884736.562500 Penalty: 4573.067383
	Iteration 16Q: 3 clusters Score -884736.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -884782.312500 Penalty: 4573.067383
	Iteration 17Q: 3 clusters Score -884782.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -884821.875000 Penalty: 4573.067383
	Iteration 18Q: 3 clusters Score -884821.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -884855.000000 Penalty: 4573.067383
	Iteration 19Q: 3 clusters Score -884855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -884885.312500 Penalty: 4573.067383
	Iteration 20F: 3 clusters Score -884885.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -884904.250000 Penalty: 4573.067383
	Iteration 21Q: 3 clusters Score -884904.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -884920.500000 Penalty: 4573.067383
	Iteration 22Q: 3 clusters Score -884920.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -884930.125000 Penalty: 4573.067383
	Iteration 23Q: 3 clusters Score -884930.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -884937.750000 Penalty: 4573.067383
	Iteration 24Q: 3 clusters Score -884937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -884944.062500 Penalty: 4573.067383
	Iteration 25Q: 3 clusters Score -884944.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -884952.250000 Penalty: 4573.067383
	Iteration 26Q: 3 clusters Score -884952.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -884963.875000 Penalty: 4573.067383
	Iteration 27Q: 3 clusters Score -884963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -884969.375000 Penalty: 4573.067383
	Iteration 28Q: 3 clusters Score -884969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -884971.187500 Penalty: 4573.067383
	Iteration 29Q: 3 clusters Score -884971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -884972.937500 Penalty: 4573.067383
	Iteration 30Q: 3 clusters Score -884972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -884974.250000 Penalty: 4573.067383
	Iteration 31Q: 3 clusters Score -884974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -884978.750000 Penalty: 4573.067383
	Iteration 32Q: 3 clusters Score -884978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -884983.375000 Penalty: 4573.067383
	Iteration 33Q: 3 clusters Score -884983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -884991.125000 Penalty: 4573.067383
	Iteration 34Q: 3 clusters Score -884991.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -884994.062500 Penalty: 4573.067383
	Iteration 35Q: 3 clusters Score -884994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -884997.812500 Penalty: 4573.067383
	Iteration 36Q: 3 clusters Score -884997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -884999.750000 Penalty: 4573.067383
	Iteration 37Q: 3 clusters Score -884999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -884999.750000 Penalty: 4573.067383
	Iteration 38F: 3 clusters Score -884999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -409005.375000 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -409005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -404650.343750 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -404650.3 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -405690.281250 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -405690.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -405853.406250 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -405853.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -405959.375000 Penalty: 4189.278809
	Iteration 3Q: 3 clusters Score -405959.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -406027.562500 Penalty: 4189.278809
	Iteration 4Q: 3 clusters Score -406027.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -406083.093750 Penalty: 4189.278809
	Iteration 5Q: 3 clusters Score -406083.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -406119.156250 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -406119.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -406145.281250 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -406145.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -406173.062500 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -406173.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -406194.187500 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -406194.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -406214.437500 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -406214.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -406236.250000 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -406236.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -406257.125000 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -406257.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -406274.500000 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -406274.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -406292.625000 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -406292.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -406310.281250 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -406310.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -406331.250000 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -406331.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -406348.562500 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -406348.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -406364.000000 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -406364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -406385.468750 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -406385.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -406407.812500 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -406407.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -406435.968750 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -406436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -406464.437500 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -406464.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -406493.718750 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -406493.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -406522.468750 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -406522.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -406548.906250 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -406548.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -406568.281250 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -406568.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -406590.875000 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -406590.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -406615.281250 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -406615.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -406632.750000 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -406632.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -406650.531250 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -406650.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -406675.500000 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -406675.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -406712.718750 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -406712.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -406754.968750 Penalty: 4189.278809
	Iteration 33Q: 3 clusters Score -406755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -406805.093750 Penalty: 4189.278809
	Iteration 34Q: 3 clusters Score -406805.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -406847.843750 Penalty: 4189.278809
	Iteration 35Q: 3 clusters Score -406847.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -406887.968750 Penalty: 4189.278809
	Iteration 36Q: 3 clusters Score -406888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -406919.750000 Penalty: 4189.278809
	Iteration 37Q: 3 clusters Score -406919.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -406952.531250 Penalty: 4189.278809
	Iteration 38Q: 3 clusters Score -406952.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -406979.593750 Penalty: 4189.278809
	Iteration 39Q: 3 clusters Score -406979.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -407009.031250 Penalty: 4189.278809
	Iteration 40F: 3 clusters Score -407009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -407039.625000 Penalty: 4189.278809
	Iteration 41Q: 3 clusters Score -407039.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -407060.281250 Penalty: 4189.278809
	Iteration 42Q: 3 clusters Score -407060.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -407080.000000 Penalty: 4189.278809
	Iteration 43Q: 3 clusters Score -407080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -407094.187500 Penalty: 4189.278809
	Iteration 44Q: 3 clusters Score -407094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -407098.562500 Penalty: 4189.278809
	Iteration 45Q: 3 clusters Score -407098.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -407109.000000 Penalty: 4189.278809
	Iteration 46Q: 3 clusters Score -407109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -407121.812500 Penalty: 4189.278809
	Iteration 47Q: 3 clusters Score -407121.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -407130.375000 Penalty: 4189.278809
	Iteration 48Q: 3 clusters Score -407130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -407134.406250 Penalty: 4189.278809
	Iteration 49Q: 3 clusters Score -407134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -407137.750000 Penalty: 4189.278809
	Iteration 50Q: 3 clusters Score -407137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -407141.062500 Penalty: 4189.278809
	Iteration 51Q: 3 clusters Score -407141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -407144.875000 Penalty: 4189.278809
	Iteration 52Q: 3 clusters Score -407144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -407152.281250 Penalty: 4189.278809
	Iteration 53Q: 3 clusters Score -407152.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -407157.562500 Penalty: 4189.278809
	Iteration 54Q: 3 clusters Score -407157.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -407164.843750 Penalty: 4189.278809
	Iteration 55Q: 3 clusters Score -407164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -407174.562500 Penalty: 4189.278809
	Iteration 56Q: 3 clusters Score -407174.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -407177.656250 Penalty: 4189.278809
	Iteration 57Q: 3 clusters Score -407177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -407180.218750 Penalty: 4189.278809
	Iteration 58Q: 3 clusters Score -407180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -407181.437500 Penalty: 4189.278809
	Iteration 59Q: 3 clusters Score -407181.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -407181.437500 Penalty: 4189.278809
	Iteration 60F: 3 clusters Score -407181.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -293087.843750 Penalty: 2030.104980
	Iteration 0F: 2 clusters Score -293087.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -289436.625000 Penalty: 4060.209961
	Iteration 0F: 3 clusters Score -289436.6 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -290254.250000 Penalty: 4060.209961
	Iteration 1F: 3 clusters Score -290254.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -290476.218750 Penalty: 4060.209961
	Iteration 2F: 3 clusters Score -290476.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -290613.500000 Penalty: 4060.209961
	Iteration 3F: 3 clusters Score -290613.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -290696.937500 Penalty: 4060.209961
	Iteration 4Q: 3 clusters Score -290696.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -290774.500000 Penalty: 4060.209961
	Iteration 5Q: 3 clusters Score -290774.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -290824.062500 Penalty: 4060.209961
	Iteration 6Q: 3 clusters Score -290824.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -290855.187500 Penalty: 4060.209961
	Iteration 7Q: 3 clusters Score -290855.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -290889.281250 Penalty: 4060.209961
	Iteration 8Q: 3 clusters Score -290889.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -290914.031250 Penalty: 4060.209961
	Iteration 9Q: 3 clusters Score -290914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -290940.906250 Penalty: 4060.209961
	Iteration 10Q: 3 clusters Score -290940.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -290970.437500 Penalty: 4060.209961
	Iteration 11Q: 3 clusters Score -290970.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -291002.000000 Penalty: 4060.209961
	Iteration 12Q: 3 clusters Score -291002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -291024.562500 Penalty: 4060.209961
	Iteration 13Q: 3 clusters Score -291024.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -291043.750000 Penalty: 4060.209961
	Iteration 14Q: 3 clusters Score -291043.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -291066.250000 Penalty: 4060.209961
	Iteration 15Q: 3 clusters Score -291066.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -291108.000000 Penalty: 4060.209961
	Iteration 16Q: 3 clusters Score -291108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -291152.250000 Penalty: 4060.209961
	Iteration 17Q: 3 clusters Score -291152.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -291198.375000 Penalty: 4060.209961
	Iteration 18Q: 3 clusters Score -291198.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -291226.343750 Penalty: 4060.209961
	Iteration 19Q: 3 clusters Score -291226.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -291249.312500 Penalty: 4060.209961
	Iteration 20F: 3 clusters Score -291249.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -291268.750000 Penalty: 4060.209961
	Iteration 21Q: 3 clusters Score -291268.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -291285.156250 Penalty: 4060.209961
	Iteration 22Q: 3 clusters Score -291285.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -291316.218750 Penalty: 4060.209961
	Iteration 23Q: 3 clusters Score -291316.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -291340.687500 Penalty: 4060.209961
	Iteration 24Q: 3 clusters Score -291340.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -291368.250000 Penalty: 4060.209961
	Iteration 25Q: 3 clusters Score -291368.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -291396.718750 Penalty: 4060.209961
	Iteration 26Q: 3 clusters Score -291396.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -291427.406250 Penalty: 4060.209961
	Iteration 27Q: 3 clusters Score -291427.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -291459.843750 Penalty: 4060.209961
	Iteration 28Q: 3 clusters Score -291459.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -291494.343750 Penalty: 4060.209961
	Iteration 29Q: 3 clusters Score -291494.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -291530.843750 Penalty: 4060.209961
	Iteration 30Q: 3 clusters Score -291530.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -291552.281250 Penalty: 4060.209961
	Iteration 31Q: 3 clusters Score -291552.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -291565.906250 Penalty: 4060.209961
	Iteration 32Q: 3 clusters Score -291565.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -291578.218750 Penalty: 4060.209961
	Iteration 33Q: 3 clusters Score -291578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -291581.156250 Penalty: 4060.209961
	Iteration 34Q: 3 clusters Score -291581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -291581.375000 Penalty: 4060.209961
	Iteration 35Q: 3 clusters Score -291581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -291581.375000 Penalty: 4060.209961
	Iteration 36F: 3 clusters Score -291581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Entering Unmasked Estep 
Score: -2574886.750000 Penalty: 2556.454834
	Iteration 0F: 2 clusters Score -2574887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2554318.750000 Penalty: 5112.909668
	Iteration 0F: 3 clusters Score -2554319 nChanged 13482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2561628.750000 Penalty: 5112.909668
	Iteration 1F: 3 clusters Score -2561629 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2562052.500000 Penalty: 5112.909668
	Iteration 2Q: 3 clusters Score -2562052 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2562371.750000 Penalty: 5112.909668
	Iteration 3Q: 3 clusters Score -2562372 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2562648.500000 Penalty: 5112.909668
	Iteration 4Q: 3 clusters Score -2562648 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2562874.000000 Penalty: 5112.909668
	Iteration 5Q: 3 clusters Score -2562874 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2563068.500000 Penalty: 5112.909668
	Iteration 6Q: 3 clusters Score -2563068 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2563214.750000 Penalty: 5112.909668
	Iteration 7Q: 3 clusters Score -2563215 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2563342.750000 Penalty: 5112.909668
	Iteration 8Q: 3 clusters Score -2563343 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2563481.250000 Penalty: 5112.909668
	Iteration 9Q: 3 clusters Score -2563481 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2563632.000000 Penalty: 5112.909668
	Iteration 10Q: 3 clusters Score -2563632 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2563801.500000 Penalty: 5112.909668
	Iteration 11Q: 3 clusters Score -2563802 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2564012.250000 Penalty: 5112.909668
	Iteration 12Q: 3 clusters Score -2564012 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2564274.750000 Penalty: 5112.909668
	Iteration 13Q: 3 clusters Score -2564275 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2564602.750000 Penalty: 5112.909668
	Iteration 14Q: 3 clusters Score -2564603 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2565045.750000 Penalty: 5112.909668
	Iteration 15Q: 3 clusters Score -2565046 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2565659.750000 Penalty: 5112.909668
	Iteration 16Q: 3 clusters Score -2565660 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2566503.250000 Penalty: 5112.909668
	Iteration 17Q: 3 clusters Score -2566503 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2567654.000000 Penalty: 5112.909668
	Iteration 18F: 3 clusters Score -2567654 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -2569040.250000 Penalty: 5112.909668
	Iteration 19F: 3 clusters Score -2569040 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -2570226.000000 Penalty: 5112.909668
	Iteration 20F: 3 clusters Score -2570226 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -2571164.000000 Penalty: 5112.909668
	Iteration 21Q: 3 clusters Score -2571164 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -2571769.500000 Penalty: 5112.909668
	Iteration 22Q: 3 clusters Score -2571770 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -2572158.250000 Penalty: 5112.909668
	Iteration 23Q: 3 clusters Score -2572158 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -2572365.000000 Penalty: 5112.909668
	Iteration 24Q: 3 clusters Score -2572365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -2572485.500000 Penalty: 5112.909668
	Iteration 25Q: 3 clusters Score -2572486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -2572558.000000 Penalty: 5112.909668
	Iteration 26Q: 3 clusters Score -2572558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -2572608.000000 Penalty: 5112.909668
	Iteration 27Q: 3 clusters Score -2572608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -2572632.250000 Penalty: 5112.909668
	Iteration 28Q: 3 clusters Score -2572632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -2572650.500000 Penalty: 5112.909668
	Iteration 29Q: 3 clusters Score -2572650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -2572668.000000 Penalty: 5112.909668
	Iteration 30Q: 3 clusters Score -2572668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -2572678.750000 Penalty: 5112.909668
	Iteration 31Q: 3 clusters Score -2572679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -2572685.500000 Penalty: 5112.909668
	Iteration 32Q: 3 clusters Score -2572686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -2572690.500000 Penalty: 5112.909668
	Iteration 33Q: 3 clusters Score -2572690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -2572689.500000 Penalty: 5112.909668
	Iteration 34Q: 3 clusters Score -2572690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -2572691.000000 Penalty: 5112.909668
	Iteration 35Q: 3 clusters Score -2572691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -2572691.000000 Penalty: 5112.909668
	Iteration 36F: 3 clusters Score -2572691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -364945.406250 Penalty: 2087.069824
	Iteration 0F: 2 clusters Score -364945.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -360767.968750 Penalty: 4174.139648
	Iteration 0F: 3 clusters Score -360768 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -361755.062500 Penalty: 4174.139648
	Iteration 1F: 3 clusters Score -361755.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -361955.937500 Penalty: 4174.139648
	Iteration 2F: 3 clusters Score -361955.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -362087.500000 Penalty: 4174.139648
	Iteration 3F: 3 clusters Score -362087.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -362178.343750 Penalty: 4174.139648
	Iteration 4Q: 3 clusters Score -362178.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -362247.281250 Penalty: 4174.139648
	Iteration 5Q: 3 clusters Score -362247.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -362303.343750 Penalty: 4174.139648
	Iteration 6Q: 3 clusters Score -362303.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -362351.093750 Penalty: 4174.139648
	Iteration 7Q: 3 clusters Score -362351.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -362388.250000 Penalty: 4174.139648
	Iteration 8Q: 3 clusters Score -362388.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -362425.250000 Penalty: 4174.139648
	Iteration 9Q: 3 clusters Score -362425.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -362467.000000 Penalty: 4174.139648
	Iteration 10Q: 3 clusters Score -362467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -362500.593750 Penalty: 4174.139648
	Iteration 11Q: 3 clusters Score -362500.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -362522.375000 Penalty: 4174.139648
	Iteration 12Q: 3 clusters Score -362522.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -362543.562500 Penalty: 4174.139648
	Iteration 13Q: 3 clusters Score -362543.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -362569.000000 Penalty: 4174.139648
	Iteration 14Q: 3 clusters Score -362569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -362597.281250 Penalty: 4174.139648
	Iteration 15Q: 3 clusters Score -362597.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -362627.218750 Penalty: 4174.139648
	Iteration 16Q: 3 clusters Score -362627.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -362657.437500 Penalty: 4174.139648
	Iteration 17Q: 3 clusters Score -362657.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -362677.500000 Penalty: 4174.139648
	Iteration 18Q: 3 clusters Score -362677.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -362699.625000 Penalty: 4174.139648
	Iteration 19Q: 3 clusters Score -362699.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -362713.718750 Penalty: 4174.139648
	Iteration 20F: 3 clusters Score -362713.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -362735.687500 Penalty: 4174.139648
	Iteration 21Q: 3 clusters Score -362735.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -362756.562500 Penalty: 4174.139648
	Iteration 22Q: 3 clusters Score -362756.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -362777.375000 Penalty: 4174.139648
	Iteration 23Q: 3 clusters Score -362777.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -362792.375000 Penalty: 4174.139648
	Iteration 24Q: 3 clusters Score -362792.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -362804.656250 Penalty: 4174.139648
	Iteration 25Q: 3 clusters Score -362804.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -362817.000000 Penalty: 4174.139648
	Iteration 26Q: 3 clusters Score -362817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -362827.093750 Penalty: 4174.139648
	Iteration 27Q: 3 clusters Score -362827.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -362835.562500 Penalty: 4174.139648
	Iteration 28Q: 3 clusters Score -362835.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -362843.718750 Penalty: 4174.139648
	Iteration 29Q: 3 clusters Score -362843.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -362847.062500 Penalty: 4174.139648
	Iteration 30Q: 3 clusters Score -362847.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -362851.031250 Penalty: 4174.139648
	Iteration 31Q: 3 clusters Score -362851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -362857.031250 Penalty: 4174.139648
	Iteration 32Q: 3 clusters Score -362857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -362866.812500 Penalty: 4174.139648
	Iteration 33Q: 3 clusters Score -362866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -362874.375000 Penalty: 4174.139648
	Iteration 34Q: 3 clusters Score -362874.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -362881.500000 Penalty: 4174.139648
	Iteration 35Q: 3 clusters Score -362881.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -362890.000000 Penalty: 4174.139648
	Iteration 36Q: 3 clusters Score -362890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -362898.062500 Penalty: 4174.139648
	Iteration 37Q: 3 clusters Score -362898.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -362905.031250 Penalty: 4174.139648
	Iteration 38Q: 3 clusters Score -362905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -362908.593750 Penalty: 4174.139648
	Iteration 39Q: 3 clusters Score -362908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -362910.593750 Penalty: 4174.139648
	Iteration 40F: 3 clusters Score -362910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -362913.281250 Penalty: 4174.139648
	Iteration 41Q: 3 clusters Score -362913.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -362915.843750 Penalty: 4174.139648
	Iteration 42Q: 3 clusters Score -362915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -362917.718750 Penalty: 4174.139648
	Iteration 43Q: 3 clusters Score -362917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -362918.562500 Penalty: 4174.139648
	Iteration 44Q: 3 clusters Score -362918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -362919.843750 Penalty: 4174.139648
	Iteration 45Q: 3 clusters Score -362919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -362920.968750 Penalty: 4174.139648
	Iteration 46Q: 3 clusters Score -362921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -362923.812500 Penalty: 4174.139648
	Iteration 47Q: 3 clusters Score -362923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -362926.843750 Penalty: 4174.139648
	Iteration 48Q: 3 clusters Score -362926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -362928.718750 Penalty: 4174.139648
	Iteration 49Q: 3 clusters Score -362928.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -362931.281250 Penalty: 4174.139648
	Iteration 50Q: 3 clusters Score -362931.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -362931.781250 Penalty: 4174.139648
	Iteration 51Q: 3 clusters Score -362931.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -362934.062500 Penalty: 4174.139648
	Iteration 52Q: 3 clusters Score -362934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -362934.687500 Penalty: 4174.139648
	Iteration 53Q: 3 clusters Score -362934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -362935.875000 Penalty: 4174.139648
	Iteration 54Q: 3 clusters Score -362935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -362937.656250 Penalty: 4174.139648
	Iteration 55Q: 3 clusters Score -362937.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -362939.500000 Penalty: 4174.139648
	Iteration 56Q: 3 clusters Score -362939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -362942.906250 Penalty: 4174.139648
	Iteration 57Q: 3 clusters Score -362942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -362944.625000 Penalty: 4174.139648
	Iteration 58Q: 3 clusters Score -362944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -362944.875000 Penalty: 4174.139648
	Iteration 59Q: 3 clusters Score -362944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -362946.000000 Penalty: 4174.139648
	Iteration 60F: 3 clusters Score -362946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -362948.843750 Penalty: 4174.139648
	Iteration 61Q: 3 clusters Score -362948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -362950.718750 Penalty: 4174.139648
	Iteration 62Q: 3 clusters Score -362950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -362951.687500 Penalty: 4174.139648
	Iteration 63Q: 3 clusters Score -362951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -362953.281250 Penalty: 4174.139648
	Iteration 64Q: 3 clusters Score -362953.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -362955.062500 Penalty: 4174.139648
	Iteration 65Q: 3 clusters Score -362955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -362957.750000 Penalty: 4174.139648
	Iteration 66Q: 3 clusters Score -362957.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -362960.312500 Penalty: 4174.139648
	Iteration 67Q: 3 clusters Score -362960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -362964.500000 Penalty: 4174.139648
	Iteration 68Q: 3 clusters Score -362964.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -362969.031250 Penalty: 4174.139648
	Iteration 69Q: 3 clusters Score -362969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -362971.468750 Penalty: 4174.139648
	Iteration 70Q: 3 clusters Score -362971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -362974.312500 Penalty: 4174.139648
	Iteration 71Q: 3 clusters Score -362974.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -362978.656250 Penalty: 4174.139648
	Iteration 72Q: 3 clusters Score -362978.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -362982.656250 Penalty: 4174.139648
	Iteration 73Q: 3 clusters Score -362982.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -362985.843750 Penalty: 4174.139648
	Iteration 74Q: 3 clusters Score -362985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -362989.781250 Penalty: 4174.139648
	Iteration 75Q: 3 clusters Score -362989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -362992.937500 Penalty: 4174.139648
	Iteration 76Q: 3 clusters Score -362992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -362995.156250 Penalty: 4174.139648
	Iteration 77Q: 3 clusters Score -362995.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -363000.843750 Penalty: 4174.139648
	Iteration 78Q: 3 clusters Score -363000.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -363006.687500 Penalty: 4174.139648
	Iteration 79Q: 3 clusters Score -363006.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -363013.750000 Penalty: 4174.139648
	Iteration 80F: 3 clusters Score -363013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -363015.437500 Penalty: 4174.139648
	Iteration 81Q: 3 clusters Score -363015.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -363017.406250 Penalty: 4174.139648
	Iteration 82Q: 3 clusters Score -363017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -363017.781250 Penalty: 4174.139648
	Iteration 83Q: 3 clusters Score -363017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -363019.031250 Penalty: 4174.139648
	Iteration 84Q: 3 clusters Score -363019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -363019.906250 Penalty: 4174.139648
	Iteration 85Q: 3 clusters Score -363019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -363022.000000 Penalty: 4174.139648
	Iteration 86Q: 3 clusters Score -363022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -363023.656250 Penalty: 4174.139648
	Iteration 87Q: 3 clusters Score -363023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -363026.843750 Penalty: 4174.139648
	Iteration 88Q: 3 clusters Score -363026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -363028.906250 Penalty: 4174.139648
	Iteration 89Q: 3 clusters Score -363028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -363029.375000 Penalty: 4174.139648
	Iteration 90Q: 3 clusters Score -363029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -363030.031250 Penalty: 4174.139648
	Iteration 91Q: 3 clusters Score -363030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -363030.406250 Penalty: 4174.139648
	Iteration 92Q: 3 clusters Score -363030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -363030.750000 Penalty: 4174.139648
	Iteration 93Q: 3 clusters Score -363030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -363030.656250 Penalty: 4174.139648
	Iteration 94Q: 3 clusters Score -363030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -363031.656250 Penalty: 4174.139648
	Iteration 95Q: 3 clusters Score -363031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -363032.500000 Penalty: 4174.139648
	Iteration 96Q: 3 clusters Score -363032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -363033.812500 Penalty: 4174.139648
	Iteration 97Q: 3 clusters Score -363033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -363035.250000 Penalty: 4174.139648
	Iteration 98Q: 3 clusters Score -363035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -363036.812500 Penalty: 4174.139648
	Iteration 99Q: 3 clusters Score -363036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -363038.593750 Penalty: 4174.139648
	Iteration 100F: 3 clusters Score -363038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -363038.593750 Penalty: 4174.139648
	Iteration 101Q: 3 clusters Score -363038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -363040.093750 Penalty: 4174.139648
	Iteration 102Q: 3 clusters Score -363040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -363042.000000 Penalty: 4174.139648
	Iteration 103Q: 3 clusters Score -363042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -363041.187500 Penalty: 4174.139648
	Iteration 104Q: 3 clusters Score -363041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -363041.187500 Penalty: 4174.139648
	Iteration 105F: 3 clusters Score -363041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Entering Unmasked Estep 
Score: -988625.312500 Penalty: 2318.739014
	Iteration 0F: 2 clusters Score -988625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -979929.625000 Penalty: 4637.478027
	Iteration 0F: 3 clusters Score -979929.6 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -982409.375000 Penalty: 4637.478027
	Iteration 1F: 3 clusters Score -982409.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -982703.250000 Penalty: 4637.478027
	Iteration 2F: 3 clusters Score -982703.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -982906.875000 Penalty: 4637.478027
	Iteration 3Q: 3 clusters Score -982906.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -983060.562500 Penalty: 4637.478027
	Iteration 4Q: 3 clusters Score -983060.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -983190.312500 Penalty: 4637.478027
	Iteration 5Q: 3 clusters Score -983190.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -983292.812500 Penalty: 4637.478027
	Iteration 6Q: 3 clusters Score -983292.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -983373.437500 Penalty: 4637.478027
	Iteration 7Q: 3 clusters Score -983373.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -983446.812500 Penalty: 4637.478027
	Iteration 8Q: 3 clusters Score -983446.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -983525.750000 Penalty: 4637.478027
	Iteration 9Q: 3 clusters Score -983525.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -983617.625000 Penalty: 4637.478027
	Iteration 10Q: 3 clusters Score -983617.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -983730.500000 Penalty: 4637.478027
	Iteration 11Q: 3 clusters Score -983730.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -983886.062500 Penalty: 4637.478027
	Iteration 12Q: 3 clusters Score -983886.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -984138.437500 Penalty: 4637.478027
	Iteration 13Q: 3 clusters Score -984138.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -984459.875000 Penalty: 4637.478027
	Iteration 14Q: 3 clusters Score -984459.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -984820.187500 Penalty: 4637.478027
	Iteration 15Q: 3 clusters Score -984820.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -985168.250000 Penalty: 4637.478027
	Iteration 16Q: 3 clusters Score -985168.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -985519.000000 Penalty: 4637.478027
	Iteration 17Q: 3 clusters Score -985519 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -985846.437500 Penalty: 4637.478027
	Iteration 18Q: 3 clusters Score -985846.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -986154.375000 Penalty: 4637.478027
	Iteration 19Q: 3 clusters Score -986154.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -986415.375000 Penalty: 4637.478027
	Iteration 20F: 3 clusters Score -986415.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -986639.937500 Penalty: 4637.478027
	Iteration 21Q: 3 clusters Score -986639.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -986849.125000 Penalty: 4637.478027
	Iteration 22Q: 3 clusters Score -986849.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -986993.000000 Penalty: 4637.478027
	Iteration 23Q: 3 clusters Score -986993 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -987078.937500 Penalty: 4637.478027
	Iteration 24Q: 3 clusters Score -987078.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -987121.000000 Penalty: 4637.478027
	Iteration 25Q: 3 clusters Score -987121 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -987163.250000 Penalty: 4637.478027
	Iteration 26Q: 3 clusters Score -987163.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -987186.187500 Penalty: 4637.478027
	Iteration 27Q: 3 clusters Score -987186.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -987207.125000 Penalty: 4637.478027
	Iteration 28Q: 3 clusters Score -987207.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -987223.875000 Penalty: 4637.478027
	Iteration 29Q: 3 clusters Score -987223.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -987231.125000 Penalty: 4637.478027
	Iteration 30Q: 3 clusters Score -987231.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -987234.187500 Penalty: 4637.478027
	Iteration 31Q: 3 clusters Score -987234.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -987239.437500 Penalty: 4637.478027
	Iteration 32Q: 3 clusters Score -987239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -987239.187500 Penalty: 4637.478027
	Iteration 33Q: 3 clusters Score -987239.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -987239.687500 Penalty: 4637.478027
	Iteration 34Q: 3 clusters Score -987239.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -987241.562500 Penalty: 4637.478027
	Iteration 35Q: 3 clusters Score -987241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -987241.937500 Penalty: 4637.478027
	Iteration 36Q: 3 clusters Score -987241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -987243.437500 Penalty: 4637.478027
	Iteration 37Q: 3 clusters Score -987243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -987244.125000 Penalty: 4637.478027
	Iteration 38Q: 3 clusters Score -987244.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -987246.000000 Penalty: 4637.478027
	Iteration 39Q: 3 clusters Score -987246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -987246.187500 Penalty: 4637.478027
	Iteration 40F: 3 clusters Score -987246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -987244.562500 Penalty: 4637.478027
	Iteration 41Q: 3 clusters Score -987244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -987245.812500 Penalty: 4637.478027
	Iteration 42Q: 3 clusters Score -987245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -987246.312500 Penalty: 4637.478027
	Iteration 43Q: 3 clusters Score -987246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -987249.125000 Penalty: 4637.478027
	Iteration 44Q: 3 clusters Score -987249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -987250.000000 Penalty: 4637.478027
	Iteration 45Q: 3 clusters Score -987250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -987250.625000 Penalty: 4637.478027
	Iteration 46Q: 3 clusters Score -987250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -987251.625000 Penalty: 4637.478027
	Iteration 47Q: 3 clusters Score -987251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -987249.125000 Penalty: 4637.478027
	Iteration 48Q: 3 clusters Score -987249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -987249.187500 Penalty: 4637.478027
	Iteration 49Q: 3 clusters Score -987249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -987249.187500 Penalty: 4637.478027
	Iteration 50F: 3 clusters Score -987249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Entering Unmasked Estep 
Score: -9192462.000000 Penalty: 2873.613525
	Iteration 0F: 2 clusters Score -9192462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -9119976.000000 Penalty: 5747.227051
	Iteration 0F: 3 clusters Score -9119976 nChanged 51189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -9150573.000000 Penalty: 5747.227051
	Iteration 1F: 3 clusters Score -9150573 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -9151858.000000 Penalty: 5747.227051
	Iteration 2Q: 3 clusters Score -9151858 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -9153319.000000 Penalty: 5747.227051
	Iteration 3Q: 3 clusters Score -9153319 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -9155301.000000 Penalty: 5747.227051
	Iteration 4Q: 3 clusters Score -9155301 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -9157906.000000 Penalty: 5747.227051
	Iteration 5F: 3 clusters Score -9157906 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -9161048.000000 Penalty: 5747.227051
	Iteration 6F: 3 clusters Score -9161048 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -9164925.000000 Penalty: 5747.227051
	Iteration 7F: 3 clusters Score -9164925 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -9169214.000000 Penalty: 5747.227051
	Iteration 8F: 3 clusters Score -9169214 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -9173655.000000 Penalty: 5747.227051
	Iteration 9F: 3 clusters Score -9173655 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -9177736.000000 Penalty: 5747.227051
	Iteration 10F: 3 clusters Score -9177736 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -9181399.000000 Penalty: 5747.227051
	Iteration 11Q: 3 clusters Score -9181399 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -9184522.000000 Penalty: 5747.227051
	Iteration 12Q: 3 clusters Score -9184522 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -9186692.000000 Penalty: 5747.227051
	Iteration 13Q: 3 clusters Score -9186692 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -9187983.000000 Penalty: 5747.227051
	Iteration 14Q: 3 clusters Score -9187983 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105437 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9188740.000000 Penalty: 5747.227051
	Iteration 15Q: 3 clusters Score -9188740 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9189157.000000 Penalty: 5747.227051
	Iteration 16Q: 3 clusters Score -9189157 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106384 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9189476.000000 Penalty: 5747.227051
	Iteration 17Q: 3 clusters Score -9189476 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106603 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9189656.000000 Penalty: 5747.227051
	Iteration 18Q: 3 clusters Score -9189656 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9189753.000000 Penalty: 5747.227051
	Iteration 19Q: 3 clusters Score -9189753 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9189822.000000 Penalty: 5747.227051
	Iteration 20F: 3 clusters Score -9189822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9189845.000000 Penalty: 5747.227051
	Iteration 21Q: 3 clusters Score -9189845 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9189879.000000 Penalty: 5747.227051
	Iteration 22Q: 3 clusters Score -9189879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9189918.000000 Penalty: 5747.227051
	Iteration 23Q: 3 clusters Score -9189918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107006 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9189944.000000 Penalty: 5747.227051
	Iteration 24Q: 3 clusters Score -9189944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107029 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9189972.000000 Penalty: 5747.227051
	Iteration 25Q: 3 clusters Score -9189972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107052 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9189984.000000 Penalty: 5747.227051
	Iteration 26Q: 3 clusters Score -9189984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107062 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9190011.000000 Penalty: 5747.227051
	Iteration 27Q: 3 clusters Score -9190011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107075 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9190018.000000 Penalty: 5747.227051
	Iteration 28Q: 3 clusters Score -9190018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9190023.000000 Penalty: 5747.227051
	Iteration 29Q: 3 clusters Score -9190023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9190036.000000 Penalty: 5747.227051
	Iteration 30Q: 3 clusters Score -9190036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9190038.000000 Penalty: 5747.227051
	Iteration 31Q: 3 clusters Score -9190038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9190047.000000 Penalty: 5747.227051
	Iteration 32Q: 3 clusters Score -9190047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9190053.000000 Penalty: 5747.227051
	Iteration 33Q: 3 clusters Score -9190053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9190058.000000 Penalty: 5747.227051
	Iteration 34Q: 3 clusters Score -9190058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107117 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9190053.000000 Penalty: 5747.227051
	Iteration 35Q: 3 clusters Score -9190053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9190060.000000 Penalty: 5747.227051
	Iteration 36Q: 3 clusters Score -9190060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9190072.000000 Penalty: 5747.227051
	Iteration 37Q: 3 clusters Score -9190072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107129 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9190076.000000 Penalty: 5747.227051
	Iteration 38Q: 3 clusters Score -9190076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9190078.000000 Penalty: 5747.227051
	Iteration 39Q: 3 clusters Score -9190078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9190079.000000 Penalty: 5747.227051
	Iteration 40F: 3 clusters Score -9190079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9190081.000000 Penalty: 5747.227051
	Iteration 41Q: 3 clusters Score -9190081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9190075.000000 Penalty: 5747.227051
	Iteration 42Q: 3 clusters Score -9190075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107140 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9190077.000000 Penalty: 5747.227051
	Iteration 43Q: 3 clusters Score -9190077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107140 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9190077.000000 Penalty: 5747.227051
	Iteration 44F: 3 clusters Score -9190077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Entering Unmasked Estep 
Score: -353769.062500 Penalty: 2073.297607
	Iteration 0F: 2 clusters Score -353769.1 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 2111 members 
Entering Unmasked Estep 
Score: -349671.593750 Penalty: 4146.595215
	Iteration 0F: 3 clusters Score -349671.6 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -350606.718750 Penalty: 4146.595215
	Iteration 1F: 3 clusters Score -350606.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -350835.718750 Penalty: 4146.595215
	Iteration 2F: 3 clusters Score -350835.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -350966.468750 Penalty: 4146.595215
	Iteration 3F: 3 clusters Score -350966.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -351044.656250 Penalty: 4146.595215
	Iteration 4Q: 3 clusters Score -351044.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -351091.531250 Penalty: 4146.595215
	Iteration 5Q: 3 clusters Score -351091.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -351123.937500 Penalty: 4146.595215
	Iteration 6Q: 3 clusters Score -351123.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -351148.375000 Penalty: 4146.595215
	Iteration 7Q: 3 clusters Score -351148.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -351171.656250 Penalty: 4146.595215
	Iteration 8Q: 3 clusters Score -351171.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -351195.687500 Penalty: 4146.595215
	Iteration 9Q: 3 clusters Score -351195.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -351215.281250 Penalty: 4146.595215
	Iteration 10Q: 3 clusters Score -351215.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -351231.687500 Penalty: 4146.595215
	Iteration 11Q: 3 clusters Score -351231.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -351247.750000 Penalty: 4146.595215
	Iteration 12Q: 3 clusters Score -351247.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -351263.218750 Penalty: 4146.595215
	Iteration 13Q: 3 clusters Score -351263.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -351279.343750 Penalty: 4146.595215
	Iteration 14Q: 3 clusters Score -351279.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -351294.687500 Penalty: 4146.595215
	Iteration 15Q: 3 clusters Score -351294.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -351303.968750 Penalty: 4146.595215
	Iteration 16Q: 3 clusters Score -351304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -351311.843750 Penalty: 4146.595215
	Iteration 17Q: 3 clusters Score -351311.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -351321.125000 Penalty: 4146.595215
	Iteration 18Q: 3 clusters Score -351321.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -351333.468750 Penalty: 4146.595215
	Iteration 19Q: 3 clusters Score -351333.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -351353.500000 Penalty: 4146.595215
	Iteration 20F: 3 clusters Score -351353.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -351380.062500 Penalty: 4146.595215
	Iteration 21Q: 3 clusters Score -351380.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -351404.875000 Penalty: 4146.595215
	Iteration 22Q: 3 clusters Score -351404.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -351442.750000 Penalty: 4146.595215
	Iteration 23Q: 3 clusters Score -351442.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -351476.218750 Penalty: 4146.595215
	Iteration 24Q: 3 clusters Score -351476.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -351516.562500 Penalty: 4146.595215
	Iteration 25Q: 3 clusters Score -351516.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -351574.375000 Penalty: 4146.595215
	Iteration 26Q: 3 clusters Score -351574.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -351642.843750 Penalty: 4146.595215
	Iteration 27Q: 3 clusters Score -351642.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -351719.218750 Penalty: 4146.595215
	Iteration 28Q: 3 clusters Score -351719.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -351849.281250 Penalty: 4146.595215
	Iteration 29Q: 3 clusters Score -351849.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -352015.593750 Penalty: 4146.595215
	Iteration 30Q: 3 clusters Score -352015.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -352282.093750 Penalty: 4146.595215
	Iteration 31Q: 3 clusters Score -352282.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -352471.062500 Penalty: 4146.595215
	Iteration 32Q: 3 clusters Score -352471.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -352613.593750 Penalty: 4146.595215
	Iteration 33Q: 3 clusters Score -352613.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -352727.156250 Penalty: 4146.595215
	Iteration 34Q: 3 clusters Score -352727.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -352815.281250 Penalty: 4146.595215
	Iteration 35Q: 3 clusters Score -352815.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352876.093750 Penalty: 4146.595215
	Iteration 36Q: 3 clusters Score -352876.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -352928.031250 Penalty: 4146.595215
	Iteration 37Q: 3 clusters Score -352928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -352958.875000 Penalty: 4146.595215
	Iteration 38Q: 3 clusters Score -352958.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -352988.218750 Penalty: 4146.595215
	Iteration 39Q: 3 clusters Score -352988.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -353008.437500 Penalty: 4146.595215
	Iteration 40F: 3 clusters Score -353008.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -353029.750000 Penalty: 4146.595215
	Iteration 41Q: 3 clusters Score -353029.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -353052.500000 Penalty: 4146.595215
	Iteration 42Q: 3 clusters Score -353052.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -353080.656250 Penalty: 4146.595215
	Iteration 43Q: 3 clusters Score -353080.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -353102.875000 Penalty: 4146.595215
	Iteration 44Q: 3 clusters Score -353102.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -353108.875000 Penalty: 4146.595215
	Iteration 45Q: 3 clusters Score -353108.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -353117.531250 Penalty: 4146.595215
	Iteration 46Q: 3 clusters Score -353117.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -353124.093750 Penalty: 4146.595215
	Iteration 47Q: 3 clusters Score -353124.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -353132.906250 Penalty: 4146.595215
	Iteration 48Q: 3 clusters Score -353132.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -353136.281250 Penalty: 4146.595215
	Iteration 49Q: 3 clusters Score -353136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -353139.468750 Penalty: 4146.595215
	Iteration 50Q: 3 clusters Score -353139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -353140.156250 Penalty: 4146.595215
	Iteration 51Q: 3 clusters Score -353140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -353141.562500 Penalty: 4146.595215
	Iteration 52Q: 3 clusters Score -353141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -353143.437500 Penalty: 4146.595215
	Iteration 53Q: 3 clusters Score -353143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -353144.062500 Penalty: 4146.595215
	Iteration 54Q: 3 clusters Score -353144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -353144.906250 Penalty: 4146.595215
	Iteration 55Q: 3 clusters Score -353144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -353145.531250 Penalty: 4146.595215
	Iteration 56Q: 3 clusters Score -353145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -353145.531250 Penalty: 4146.595215
	Iteration 57F: 3 clusters Score -353145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Entering Unmasked Estep 
Score: -481069.531250 Penalty: 2172.281250
	Iteration 0F: 2 clusters Score -481069.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -475720.375000 Penalty: 4344.562500
	Iteration 0F: 3 clusters Score -475720.4 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -477161.250000 Penalty: 4344.562500
	Iteration 1F: 3 clusters Score -477161.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -477549.250000 Penalty: 4344.562500
	Iteration 2F: 3 clusters Score -477549.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -477911.375000 Penalty: 4344.562500
	Iteration 3F: 3 clusters Score -477911.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -478182.812500 Penalty: 4344.562500
	Iteration 4F: 3 clusters Score -478182.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -478396.531250 Penalty: 4344.562500
	Iteration 5Q: 3 clusters Score -478396.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -478567.281250 Penalty: 4344.562500
	Iteration 6Q: 3 clusters Score -478567.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -478696.718750 Penalty: 4344.562500
	Iteration 7Q: 3 clusters Score -478696.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -478801.125000 Penalty: 4344.562500
	Iteration 8Q: 3 clusters Score -478801.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -478884.531250 Penalty: 4344.562500
	Iteration 9Q: 3 clusters Score -478884.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -478953.812500 Penalty: 4344.562500
	Iteration 10Q: 3 clusters Score -478953.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -479024.218750 Penalty: 4344.562500
	Iteration 11Q: 3 clusters Score -479024.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -479095.093750 Penalty: 4344.562500
	Iteration 12Q: 3 clusters Score -479095.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -479181.281250 Penalty: 4344.562500
	Iteration 13Q: 3 clusters Score -479181.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -479252.750000 Penalty: 4344.562500
	Iteration 14Q: 3 clusters Score -479252.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -479306.687500 Penalty: 4344.562500
	Iteration 15Q: 3 clusters Score -479306.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -479352.000000 Penalty: 4344.562500
	Iteration 16Q: 3 clusters Score -479352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -479397.187500 Penalty: 4344.562500
	Iteration 17Q: 3 clusters Score -479397.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -479434.281250 Penalty: 4344.562500
	Iteration 18Q: 3 clusters Score -479434.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -479462.406250 Penalty: 4344.562500
	Iteration 19Q: 3 clusters Score -479462.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -479479.437500 Penalty: 4344.562500
	Iteration 20F: 3 clusters Score -479479.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -479491.093750 Penalty: 4344.562500
	Iteration 21Q: 3 clusters Score -479491.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -479504.000000 Penalty: 4344.562500
	Iteration 22Q: 3 clusters Score -479504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -479511.375000 Penalty: 4344.562500
	Iteration 23Q: 3 clusters Score -479511.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -479519.062500 Penalty: 4344.562500
	Iteration 24Q: 3 clusters Score -479519.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -479525.187500 Penalty: 4344.562500
	Iteration 25Q: 3 clusters Score -479525.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -479535.093750 Penalty: 4344.562500
	Iteration 26Q: 3 clusters Score -479535.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -479544.031250 Penalty: 4344.562500
	Iteration 27Q: 3 clusters Score -479544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -479552.156250 Penalty: 4344.562500
	Iteration 28Q: 3 clusters Score -479552.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -479559.156250 Penalty: 4344.562500
	Iteration 29Q: 3 clusters Score -479559.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -479566.187500 Penalty: 4344.562500
	Iteration 30Q: 3 clusters Score -479566.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -479578.093750 Penalty: 4344.562500
	Iteration 31Q: 3 clusters Score -479578.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -479587.250000 Penalty: 4344.562500
	Iteration 32Q: 3 clusters Score -479587.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -479594.187500 Penalty: 4344.562500
	Iteration 33Q: 3 clusters Score -479594.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -479600.625000 Penalty: 4344.562500
	Iteration 34Q: 3 clusters Score -479600.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -479606.937500 Penalty: 4344.562500
	Iteration 35Q: 3 clusters Score -479606.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -479616.125000 Penalty: 4344.562500
	Iteration 36Q: 3 clusters Score -479616.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -479621.750000 Penalty: 4344.562500
	Iteration 37Q: 3 clusters Score -479621.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -479629.593750 Penalty: 4344.562500
	Iteration 38Q: 3 clusters Score -479629.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -479637.875000 Penalty: 4344.562500
	Iteration 39Q: 3 clusters Score -479637.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -479648.343750 Penalty: 4344.562500
	Iteration 40F: 3 clusters Score -479648.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -479653.875000 Penalty: 4344.562500
	Iteration 41Q: 3 clusters Score -479653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -479656.875000 Penalty: 4344.562500
	Iteration 42Q: 3 clusters Score -479656.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -479661.062500 Penalty: 4344.562500
	Iteration 43Q: 3 clusters Score -479661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -479664.187500 Penalty: 4344.562500
	Iteration 44Q: 3 clusters Score -479664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -479666.875000 Penalty: 4344.562500
	Iteration 45Q: 3 clusters Score -479666.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -479668.562500 Penalty: 4344.562500
	Iteration 46Q: 3 clusters Score -479668.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -479670.812500 Penalty: 4344.562500
	Iteration 47Q: 3 clusters Score -479670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -479671.000000 Penalty: 4344.562500
	Iteration 48Q: 3 clusters Score -479671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -479672.093750 Penalty: 4344.562500
	Iteration 49Q: 3 clusters Score -479672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -479672.281250 Penalty: 4344.562500
	Iteration 50Q: 3 clusters Score -479672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -479673.687500 Penalty: 4344.562500
	Iteration 51Q: 3 clusters Score -479673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -479673.687500 Penalty: 4344.562500
	Iteration 52F: 3 clusters Score -479673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Entering Unmasked Estep 
Score: -1030077.125000 Penalty: 2323.376709
	Iteration 0F: 2 clusters Score -1030077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1021262.375000 Penalty: 4646.753418
	Iteration 0F: 3 clusters Score -1021262 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1024188.562500 Penalty: 4646.753418
	Iteration 1F: 3 clusters Score -1024189 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1024677.500000 Penalty: 4646.753418
	Iteration 2F: 3 clusters Score -1024678 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1025064.687500 Penalty: 4646.753418
	Iteration 3F: 3 clusters Score -1025065 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1025365.812500 Penalty: 4646.753418
	Iteration 4F: 3 clusters Score -1025366 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1025616.312500 Penalty: 4646.753418
	Iteration 5Q: 3 clusters Score -1025616 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1025839.125000 Penalty: 4646.753418
	Iteration 6Q: 3 clusters Score -1025839 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1026046.562500 Penalty: 4646.753418
	Iteration 7Q: 3 clusters Score -1026047 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1026228.687500 Penalty: 4646.753418
	Iteration 8Q: 3 clusters Score -1026229 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1026402.312500 Penalty: 4646.753418
	Iteration 9Q: 3 clusters Score -1026402 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1026579.062500 Penalty: 4646.753418
	Iteration 10Q: 3 clusters Score -1026579 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1026762.687500 Penalty: 4646.753418
	Iteration 11Q: 3 clusters Score -1026763 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1026965.562500 Penalty: 4646.753418
	Iteration 12Q: 3 clusters Score -1026966 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1027167.062500 Penalty: 4646.753418
	Iteration 13Q: 3 clusters Score -1027167 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1027367.875000 Penalty: 4646.753418
	Iteration 14Q: 3 clusters Score -1027368 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1027544.375000 Penalty: 4646.753418
	Iteration 15Q: 3 clusters Score -1027544 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1027691.437500 Penalty: 4646.753418
	Iteration 16Q: 3 clusters Score -1027691 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1027824.937500 Penalty: 4646.753418
	Iteration 17Q: 3 clusters Score -1027825 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1027926.375000 Penalty: 4646.753418
	Iteration 18Q: 3 clusters Score -1027926 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1028003.937500 Penalty: 4646.753418
	Iteration 19Q: 3 clusters Score -1028004 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1028085.187500 Penalty: 4646.753418
	Iteration 20F: 3 clusters Score -1028085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1028142.062500 Penalty: 4646.753418
	Iteration 21Q: 3 clusters Score -1028142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1028183.250000 Penalty: 4646.753418
	Iteration 22Q: 3 clusters Score -1028183 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1028216.687500 Penalty: 4646.753418
	Iteration 23Q: 3 clusters Score -1028217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1028237.250000 Penalty: 4646.753418
	Iteration 24Q: 3 clusters Score -1028237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1028258.812500 Penalty: 4646.753418
	Iteration 25Q: 3 clusters Score -1028259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1028277.125000 Penalty: 4646.753418
	Iteration 26Q: 3 clusters Score -1028277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1028298.375000 Penalty: 4646.753418
	Iteration 27Q: 3 clusters Score -1028298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1028312.562500 Penalty: 4646.753418
	Iteration 28Q: 3 clusters Score -1028313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1028323.250000 Penalty: 4646.753418
	Iteration 29Q: 3 clusters Score -1028323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1028330.437500 Penalty: 4646.753418
	Iteration 30Q: 3 clusters Score -1028330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1028335.875000 Penalty: 4646.753418
	Iteration 31Q: 3 clusters Score -1028336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1028338.125000 Penalty: 4646.753418
	Iteration 32Q: 3 clusters Score -1028338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1028340.062500 Penalty: 4646.753418
	Iteration 33Q: 3 clusters Score -1028340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1028345.500000 Penalty: 4646.753418
	Iteration 34Q: 3 clusters Score -1028346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1028346.875000 Penalty: 4646.753418
	Iteration 35Q: 3 clusters Score -1028347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1028349.375000 Penalty: 4646.753418
	Iteration 36Q: 3 clusters Score -1028349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1028356.000000 Penalty: 4646.753418
	Iteration 37Q: 3 clusters Score -1028356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1028359.562500 Penalty: 4646.753418
	Iteration 38Q: 3 clusters Score -1028360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1028363.312500 Penalty: 4646.753418
	Iteration 39Q: 3 clusters Score -1028363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1028366.625000 Penalty: 4646.753418
	Iteration 40F: 3 clusters Score -1028367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1028365.875000 Penalty: 4646.753418
	Iteration 41Q: 3 clusters Score -1028366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1028368.375000 Penalty: 4646.753418
	Iteration 42Q: 3 clusters Score -1028368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1028369.500000 Penalty: 4646.753418
	Iteration 43Q: 3 clusters Score -1028370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1028369.375000 Penalty: 4646.753418
	Iteration 44Q: 3 clusters Score -1028369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1028370.187500 Penalty: 4646.753418
	Iteration 45Q: 3 clusters Score -1028370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1028372.250000 Penalty: 4646.753418
	Iteration 46Q: 3 clusters Score -1028372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1028373.437500 Penalty: 4646.753418
	Iteration 47Q: 3 clusters Score -1028373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1028374.500000 Penalty: 4646.753418
	Iteration 48Q: 3 clusters Score -1028374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1028374.437500 Penalty: 4646.753418
	Iteration 49Q: 3 clusters Score -1028374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1028376.125000 Penalty: 4646.753418
	Iteration 50Q: 3 clusters Score -1028376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1028379.375000 Penalty: 4646.753418
	Iteration 51Q: 3 clusters Score -1028379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1028380.250000 Penalty: 4646.753418
	Iteration 52Q: 3 clusters Score -1028380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1028380.562500 Penalty: 4646.753418
	Iteration 53Q: 3 clusters Score -1028381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1028380.562500 Penalty: 4646.753418
	Iteration 54F: 3 clusters Score -1028381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Entering Unmasked Estep 
Score: -1992457.625000 Penalty: 2489.471924
	Iteration 0F: 2 clusters Score -1992458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1976431.875000 Penalty: 4978.943848
	Iteration 0F: 3 clusters Score -1976432 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1981902.750000 Penalty: 4978.943848
	Iteration 1F: 3 clusters Score -1981903 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1982336.375000 Penalty: 4978.943848
	Iteration 2F: 3 clusters Score -1982336 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1982702.625000 Penalty: 4978.943848
	Iteration 3Q: 3 clusters Score -1982703 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1983062.500000 Penalty: 4978.943848
	Iteration 4Q: 3 clusters Score -1983062 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1983485.500000 Penalty: 4978.943848
	Iteration 5Q: 3 clusters Score -1983486 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1983931.375000 Penalty: 4978.943848
	Iteration 6Q: 3 clusters Score -1983931 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1984444.250000 Penalty: 4978.943848
	Iteration 7Q: 3 clusters Score -1984444 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1984971.000000 Penalty: 4978.943848
	Iteration 8Q: 3 clusters Score -1984971 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1985480.125000 Penalty: 4978.943848
	Iteration 9Q: 3 clusters Score -1985480 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1985954.375000 Penalty: 4978.943848
	Iteration 10Q: 3 clusters Score -1985954 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1986348.375000 Penalty: 4978.943848
	Iteration 11Q: 3 clusters Score -1986348 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1986670.500000 Penalty: 4978.943848
	Iteration 12Q: 3 clusters Score -1986670 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1986944.250000 Penalty: 4978.943848
	Iteration 13Q: 3 clusters Score -1986944 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1987179.625000 Penalty: 4978.943848
	Iteration 14Q: 3 clusters Score -1987180 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1987357.125000 Penalty: 4978.943848
	Iteration 15Q: 3 clusters Score -1987357 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1987513.375000 Penalty: 4978.943848
	Iteration 16Q: 3 clusters Score -1987513 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1987637.375000 Penalty: 4978.943848
	Iteration 17Q: 3 clusters Score -1987637 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1987743.625000 Penalty: 4978.943848
	Iteration 18Q: 3 clusters Score -1987744 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1987834.125000 Penalty: 4978.943848
	Iteration 19Q: 3 clusters Score -1987834 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1987913.250000 Penalty: 4978.943848
	Iteration 20F: 3 clusters Score -1987913 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1987994.875000 Penalty: 4978.943848
	Iteration 21Q: 3 clusters Score -1987995 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1988065.500000 Penalty: 4978.943848
	Iteration 22Q: 3 clusters Score -1988066 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1988153.250000 Penalty: 4978.943848
	Iteration 23Q: 3 clusters Score -1988153 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1988224.250000 Penalty: 4978.943848
	Iteration 24Q: 3 clusters Score -1988224 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1988278.250000 Penalty: 4978.943848
	Iteration 25Q: 3 clusters Score -1988278 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1988365.875000 Penalty: 4978.943848
	Iteration 26Q: 3 clusters Score -1988366 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1988438.500000 Penalty: 4978.943848
	Iteration 27Q: 3 clusters Score -1988438 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1988521.125000 Penalty: 4978.943848
	Iteration 28Q: 3 clusters Score -1988521 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1988613.625000 Penalty: 4978.943848
	Iteration 29Q: 3 clusters Score -1988614 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1988710.000000 Penalty: 4978.943848
	Iteration 30Q: 3 clusters Score -1988710 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1988799.750000 Penalty: 4978.943848
	Iteration 31Q: 3 clusters Score -1988800 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1988895.875000 Penalty: 4978.943848
	Iteration 32Q: 3 clusters Score -1988896 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1988995.375000 Penalty: 4978.943848
	Iteration 33Q: 3 clusters Score -1988995 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1989105.875000 Penalty: 4978.943848
	Iteration 34Q: 3 clusters Score -1989106 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1989232.625000 Penalty: 4978.943848
	Iteration 35Q: 3 clusters Score -1989233 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1989348.000000 Penalty: 4978.943848
	Iteration 36Q: 3 clusters Score -1989348 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1989456.875000 Penalty: 4978.943848
	Iteration 37Q: 3 clusters Score -1989457 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1989572.500000 Penalty: 4978.943848
	Iteration 38Q: 3 clusters Score -1989572 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1989672.125000 Penalty: 4978.943848
	Iteration 39Q: 3 clusters Score -1989672 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1989764.750000 Penalty: 4978.943848
	Iteration 40F: 3 clusters Score -1989765 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1989869.625000 Penalty: 4978.943848
	Iteration 41Q: 3 clusters Score -1989870 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1989967.750000 Penalty: 4978.943848
	Iteration 42Q: 3 clusters Score -1989968 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1990037.250000 Penalty: 4978.943848
	Iteration 43Q: 3 clusters Score -1990037 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1990096.875000 Penalty: 4978.943848
	Iteration 44Q: 3 clusters Score -1990097 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1990153.250000 Penalty: 4978.943848
	Iteration 45Q: 3 clusters Score -1990153 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1990218.000000 Penalty: 4978.943848
	Iteration 46Q: 3 clusters Score -1990218 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1990273.500000 Penalty: 4978.943848
	Iteration 47Q: 3 clusters Score -1990274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1990315.500000 Penalty: 4978.943848
	Iteration 48Q: 3 clusters Score -1990316 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1990361.375000 Penalty: 4978.943848
	Iteration 49Q: 3 clusters Score -1990361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1990395.625000 Penalty: 4978.943848
	Iteration 50Q: 3 clusters Score -1990396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1990427.125000 Penalty: 4978.943848
	Iteration 51Q: 3 clusters Score -1990427 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1990457.375000 Penalty: 4978.943848
	Iteration 52Q: 3 clusters Score -1990457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1990477.375000 Penalty: 4978.943848
	Iteration 53Q: 3 clusters Score -1990477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1990491.125000 Penalty: 4978.943848
	Iteration 54Q: 3 clusters Score -1990491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1990507.375000 Penalty: 4978.943848
	Iteration 55Q: 3 clusters Score -1990507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1990517.500000 Penalty: 4978.943848
	Iteration 56Q: 3 clusters Score -1990518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1990530.625000 Penalty: 4978.943848
	Iteration 57Q: 3 clusters Score -1990531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1990541.000000 Penalty: 4978.943848
	Iteration 58Q: 3 clusters Score -1990541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1990547.500000 Penalty: 4978.943848
	Iteration 59Q: 3 clusters Score -1990548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1990548.625000 Penalty: 4978.943848
	Iteration 60F: 3 clusters Score -1990549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1990556.000000 Penalty: 4978.943848
	Iteration 61Q: 3 clusters Score -1990556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1990560.500000 Penalty: 4978.943848
	Iteration 62Q: 3 clusters Score -1990560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1990557.625000 Penalty: 4978.943848
	Iteration 63Q: 3 clusters Score -1990558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1990564.250000 Penalty: 4978.943848
	Iteration 64Q: 3 clusters Score -1990564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1990565.500000 Penalty: 4978.943848
	Iteration 65Q: 3 clusters Score -1990566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1990566.125000 Penalty: 4978.943848
	Iteration 66Q: 3 clusters Score -1990566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1990566.250000 Penalty: 4978.943848
	Iteration 67Q: 3 clusters Score -1990566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1990568.125000 Penalty: 4978.943848
	Iteration 68Q: 3 clusters Score -1990568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1990567.875000 Penalty: 4978.943848
	Iteration 69Q: 3 clusters Score -1990568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1990570.250000 Penalty: 4978.943848
	Iteration 70Q: 3 clusters Score -1990570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1990571.000000 Penalty: 4978.943848
	Iteration 71Q: 3 clusters Score -1990571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1990569.375000 Penalty: 4978.943848
	Iteration 72Q: 3 clusters Score -1990569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1990571.625000 Penalty: 4978.943848
	Iteration 73Q: 3 clusters Score -1990572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1990574.375000 Penalty: 4978.943848
	Iteration 74Q: 3 clusters Score -1990574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1990573.750000 Penalty: 4978.943848
	Iteration 75Q: 3 clusters Score -1990574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1990574.750000 Penalty: 4978.943848
	Iteration 76Q: 3 clusters Score -1990575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1990574.750000 Penalty: 4978.943848
	Iteration 77F: 3 clusters Score -1990575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Entering Unmasked Estep 
Score: -1581498.875000 Penalty: 2445.772949
	Iteration 0F: 2 clusters Score -1581499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1567922.000000 Penalty: 4891.545898
	Iteration 0F: 3 clusters Score -1567922 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1572728.500000 Penalty: 4891.545898
	Iteration 1F: 3 clusters Score -1572728 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1573254.750000 Penalty: 4891.545898
	Iteration 2F: 3 clusters Score -1573255 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1573776.250000 Penalty: 4891.545898
	Iteration 3F: 3 clusters Score -1573776 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1574324.875000 Penalty: 4891.545898
	Iteration 4Q: 3 clusters Score -1574325 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1574878.375000 Penalty: 4891.545898
	Iteration 5Q: 3 clusters Score -1574878 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1575550.750000 Penalty: 4891.545898
	Iteration 6F: 3 clusters Score -1575551 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1576338.750000 Penalty: 4891.545898
	Iteration 7F: 3 clusters Score -1576339 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1577201.125000 Penalty: 4891.545898
	Iteration 8F: 3 clusters Score -1577201 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1577950.750000 Penalty: 4891.545898
	Iteration 9Q: 3 clusters Score -1577951 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1578511.625000 Penalty: 4891.545898
	Iteration 10Q: 3 clusters Score -1578512 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1578883.875000 Penalty: 4891.545898
	Iteration 11Q: 3 clusters Score -1578884 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1579097.625000 Penalty: 4891.545898
	Iteration 12Q: 3 clusters Score -1579098 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1579247.000000 Penalty: 4891.545898
	Iteration 13Q: 3 clusters Score -1579247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1579328.500000 Penalty: 4891.545898
	Iteration 14Q: 3 clusters Score -1579328 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1579407.125000 Penalty: 4891.545898
	Iteration 15Q: 3 clusters Score -1579407 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1579461.500000 Penalty: 4891.545898
	Iteration 16Q: 3 clusters Score -1579462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1579518.500000 Penalty: 4891.545898
	Iteration 17Q: 3 clusters Score -1579518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1579553.625000 Penalty: 4891.545898
	Iteration 18Q: 3 clusters Score -1579554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1579602.375000 Penalty: 4891.545898
	Iteration 19Q: 3 clusters Score -1579602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1579637.375000 Penalty: 4891.545898
	Iteration 20F: 3 clusters Score -1579637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1579664.375000 Penalty: 4891.545898
	Iteration 21Q: 3 clusters Score -1579664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1579686.625000 Penalty: 4891.545898
	Iteration 22Q: 3 clusters Score -1579687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1579698.250000 Penalty: 4891.545898
	Iteration 23Q: 3 clusters Score -1579698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1579710.500000 Penalty: 4891.545898
	Iteration 24Q: 3 clusters Score -1579710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1579716.375000 Penalty: 4891.545898
	Iteration 25Q: 3 clusters Score -1579716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1579726.750000 Penalty: 4891.545898
	Iteration 26Q: 3 clusters Score -1579727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1579732.000000 Penalty: 4891.545898
	Iteration 27Q: 3 clusters Score -1579732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1579734.500000 Penalty: 4891.545898
	Iteration 28Q: 3 clusters Score -1579734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1579733.125000 Penalty: 4891.545898
	Iteration 29Q: 3 clusters Score -1579733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1579733.125000 Penalty: 4891.545898
	Iteration 30F: 3 clusters Score -1579733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Entering Unmasked Estep 
Score: -1055713.000000 Penalty: 2345.908203
	Iteration 0F: 2 clusters Score -1055713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1046298.500000 Penalty: 4691.816406
	Iteration 0F: 3 clusters Score -1046298 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1049122.750000 Penalty: 4691.816406
	Iteration 1F: 3 clusters Score -1049123 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1049500.750000 Penalty: 4691.816406
	Iteration 2F: 3 clusters Score -1049501 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1049816.000000 Penalty: 4691.816406
	Iteration 3F: 3 clusters Score -1049816 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1050110.000000 Penalty: 4691.816406
	Iteration 4Q: 3 clusters Score -1050110 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1050410.125000 Penalty: 4691.816406
	Iteration 5Q: 3 clusters Score -1050410 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1050704.625000 Penalty: 4691.816406
	Iteration 6Q: 3 clusters Score -1050705 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1050996.875000 Penalty: 4691.816406
	Iteration 7Q: 3 clusters Score -1050997 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1051337.000000 Penalty: 4691.816406
	Iteration 8Q: 3 clusters Score -1051337 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1051732.375000 Penalty: 4691.816406
	Iteration 9Q: 3 clusters Score -1051732 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1052138.000000 Penalty: 4691.816406
	Iteration 10Q: 3 clusters Score -1052138 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1052579.000000 Penalty: 4691.816406
	Iteration 11Q: 3 clusters Score -1052579 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1052970.000000 Penalty: 4691.816406
	Iteration 12Q: 3 clusters Score -1052970 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1053280.125000 Penalty: 4691.816406
	Iteration 13Q: 3 clusters Score -1053280 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1053475.000000 Penalty: 4691.816406
	Iteration 14Q: 3 clusters Score -1053475 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1053603.000000 Penalty: 4691.816406
	Iteration 15Q: 3 clusters Score -1053603 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1053690.500000 Penalty: 4691.816406
	Iteration 16Q: 3 clusters Score -1053690 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1053769.125000 Penalty: 4691.816406
	Iteration 17Q: 3 clusters Score -1053769 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1053831.625000 Penalty: 4691.816406
	Iteration 18Q: 3 clusters Score -1053832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1053879.250000 Penalty: 4691.816406
	Iteration 19Q: 3 clusters Score -1053879 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1053923.625000 Penalty: 4691.816406
	Iteration 20F: 3 clusters Score -1053924 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1053981.500000 Penalty: 4691.816406
	Iteration 21Q: 3 clusters Score -1053982 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1054035.375000 Penalty: 4691.816406
	Iteration 22Q: 3 clusters Score -1054035 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1054103.125000 Penalty: 4691.816406
	Iteration 23Q: 3 clusters Score -1054103 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1054158.375000 Penalty: 4691.816406
	Iteration 24Q: 3 clusters Score -1054158 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1054184.750000 Penalty: 4691.816406
	Iteration 25Q: 3 clusters Score -1054185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1054207.000000 Penalty: 4691.816406
	Iteration 26Q: 3 clusters Score -1054207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1054221.875000 Penalty: 4691.816406
	Iteration 27Q: 3 clusters Score -1054222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1054239.125000 Penalty: 4691.816406
	Iteration 28Q: 3 clusters Score -1054239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1054250.500000 Penalty: 4691.816406
	Iteration 29Q: 3 clusters Score -1054250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1054256.500000 Penalty: 4691.816406
	Iteration 30Q: 3 clusters Score -1054256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1054266.875000 Penalty: 4691.816406
	Iteration 31Q: 3 clusters Score -1054267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1054275.750000 Penalty: 4691.816406
	Iteration 32Q: 3 clusters Score -1054276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1054280.250000 Penalty: 4691.816406
	Iteration 33Q: 3 clusters Score -1054280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1054282.875000 Penalty: 4691.816406
	Iteration 34Q: 3 clusters Score -1054283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1054287.625000 Penalty: 4691.816406
	Iteration 35Q: 3 clusters Score -1054288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1054288.625000 Penalty: 4691.816406
	Iteration 36Q: 3 clusters Score -1054289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1054292.250000 Penalty: 4691.816406
	Iteration 37Q: 3 clusters Score -1054292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1054296.250000 Penalty: 4691.816406
	Iteration 38Q: 3 clusters Score -1054296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1054301.875000 Penalty: 4691.816406
	Iteration 39Q: 3 clusters Score -1054302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1054306.125000 Penalty: 4691.816406
	Iteration 40F: 3 clusters Score -1054306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1054313.625000 Penalty: 4691.816406
	Iteration 41Q: 3 clusters Score -1054314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1054312.375000 Penalty: 4691.816406
	Iteration 42Q: 3 clusters Score -1054312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1054314.000000 Penalty: 4691.816406
	Iteration 43Q: 3 clusters Score -1054314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1054312.875000 Penalty: 4691.816406
	Iteration 44Q: 3 clusters Score -1054313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1054315.500000 Penalty: 4691.816406
	Iteration 45Q: 3 clusters Score -1054316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1054318.875000 Penalty: 4691.816406
	Iteration 46Q: 3 clusters Score -1054319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1054320.875000 Penalty: 4691.816406
	Iteration 47Q: 3 clusters Score -1054321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1054322.750000 Penalty: 4691.816406
	Iteration 48Q: 3 clusters Score -1054323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1054323.000000 Penalty: 4691.816406
	Iteration 49Q: 3 clusters Score -1054323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1054323.375000 Penalty: 4691.816406
	Iteration 50Q: 3 clusters Score -1054323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1054325.500000 Penalty: 4691.816406
	Iteration 51Q: 3 clusters Score -1054326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1054327.625000 Penalty: 4691.816406
	Iteration 52Q: 3 clusters Score -1054328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1054329.000000 Penalty: 4691.816406
	Iteration 53Q: 3 clusters Score -1054329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1054331.125000 Penalty: 4691.816406
	Iteration 54Q: 3 clusters Score -1054331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1054334.000000 Penalty: 4691.816406
	Iteration 55Q: 3 clusters Score -1054334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1054337.000000 Penalty: 4691.816406
	Iteration 56Q: 3 clusters Score -1054337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1054342.125000 Penalty: 4691.816406
	Iteration 57Q: 3 clusters Score -1054342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1054341.750000 Penalty: 4691.816406
	Iteration 58Q: 3 clusters Score -1054342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1054344.125000 Penalty: 4691.816406
	Iteration 59Q: 3 clusters Score -1054344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1054351.625000 Penalty: 4691.816406
	Iteration 60F: 3 clusters Score -1054352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1054359.250000 Penalty: 4691.816406
	Iteration 61Q: 3 clusters Score -1054359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1054365.125000 Penalty: 4691.816406
	Iteration 62Q: 3 clusters Score -1054365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1054373.625000 Penalty: 4691.816406
	Iteration 63Q: 3 clusters Score -1054374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1054384.000000 Penalty: 4691.816406
	Iteration 64Q: 3 clusters Score -1054384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1054394.125000 Penalty: 4691.816406
	Iteration 65Q: 3 clusters Score -1054394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1054400.125000 Penalty: 4691.816406
	Iteration 66Q: 3 clusters Score -1054400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1054409.875000 Penalty: 4691.816406
	Iteration 67Q: 3 clusters Score -1054410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1054416.500000 Penalty: 4691.816406
	Iteration 68Q: 3 clusters Score -1054416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1054425.375000 Penalty: 4691.816406
	Iteration 69Q: 3 clusters Score -1054425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1054431.625000 Penalty: 4691.816406
	Iteration 70Q: 3 clusters Score -1054432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1054441.500000 Penalty: 4691.816406
	Iteration 71Q: 3 clusters Score -1054442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1054451.000000 Penalty: 4691.816406
	Iteration 72Q: 3 clusters Score -1054451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1054461.125000 Penalty: 4691.816406
	Iteration 73Q: 3 clusters Score -1054461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1054473.750000 Penalty: 4691.816406
	Iteration 74Q: 3 clusters Score -1054474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1054485.125000 Penalty: 4691.816406
	Iteration 75Q: 3 clusters Score -1054485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1054496.375000 Penalty: 4691.816406
	Iteration 76Q: 3 clusters Score -1054496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1054507.750000 Penalty: 4691.816406
	Iteration 77Q: 3 clusters Score -1054508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1054512.875000 Penalty: 4691.816406
	Iteration 78Q: 3 clusters Score -1054513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1054519.500000 Penalty: 4691.816406
	Iteration 79Q: 3 clusters Score -1054520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1054524.750000 Penalty: 4691.816406
	Iteration 80F: 3 clusters Score -1054525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1054530.500000 Penalty: 4691.816406
	Iteration 81Q: 3 clusters Score -1054530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1054538.875000 Penalty: 4691.816406
	Iteration 82Q: 3 clusters Score -1054539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1054546.000000 Penalty: 4691.816406
	Iteration 83Q: 3 clusters Score -1054546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1054551.000000 Penalty: 4691.816406
	Iteration 84Q: 3 clusters Score -1054551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1054552.625000 Penalty: 4691.816406
	Iteration 85Q: 3 clusters Score -1054553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1054556.500000 Penalty: 4691.816406
	Iteration 86Q: 3 clusters Score -1054556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1054560.875000 Penalty: 4691.816406
	Iteration 87Q: 3 clusters Score -1054561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1054562.500000 Penalty: 4691.816406
	Iteration 88Q: 3 clusters Score -1054562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1054566.375000 Penalty: 4691.816406
	Iteration 89Q: 3 clusters Score -1054566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1054577.375000 Penalty: 4691.816406
	Iteration 90Q: 3 clusters Score -1054577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1054585.625000 Penalty: 4691.816406
	Iteration 91Q: 3 clusters Score -1054586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1054593.000000 Penalty: 4691.816406
	Iteration 92Q: 3 clusters Score -1054593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1054597.750000 Penalty: 4691.816406
	Iteration 93Q: 3 clusters Score -1054598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1054607.750000 Penalty: 4691.816406
	Iteration 94Q: 3 clusters Score -1054608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1054609.250000 Penalty: 4691.816406
	Iteration 95Q: 3 clusters Score -1054609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1054612.875000 Penalty: 4691.816406
	Iteration 96Q: 3 clusters Score -1054613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1054615.875000 Penalty: 4691.816406
	Iteration 97Q: 3 clusters Score -1054616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1054617.000000 Penalty: 4691.816406
	Iteration 98Q: 3 clusters Score -1054617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1054620.250000 Penalty: 4691.816406
	Iteration 99Q: 3 clusters Score -1054620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1054621.500000 Penalty: 4691.816406
	Iteration 100F: 3 clusters Score -1054622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1054620.750000 Penalty: 4691.816406
	Iteration 101Q: 3 clusters Score -1054621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1054620.750000 Penalty: 4691.816406
	Iteration 102F: 3 clusters Score -1054621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -234856.421875 Penalty: 1979.045776
	Iteration 0F: 2 clusters Score -234856.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -231631.390625 Penalty: 3958.091553
	Iteration 0F: 3 clusters Score -231631.4 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -232281.625000 Penalty: 3958.091553
	Iteration 1F: 3 clusters Score -232281.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -232436.265625 Penalty: 3958.091553
	Iteration 2F: 3 clusters Score -232436.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -232520.796875 Penalty: 3958.091553
	Iteration 3Q: 3 clusters Score -232520.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -232581.468750 Penalty: 3958.091553
	Iteration 4Q: 3 clusters Score -232581.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -232624.203125 Penalty: 3958.091553
	Iteration 5Q: 3 clusters Score -232624.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -232653.078125 Penalty: 3958.091553
	Iteration 6Q: 3 clusters Score -232653.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -232673.406250 Penalty: 3958.091553
	Iteration 7Q: 3 clusters Score -232673.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -232682.234375 Penalty: 3958.091553
	Iteration 8Q: 3 clusters Score -232682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -232689.796875 Penalty: 3958.091553
	Iteration 9Q: 3 clusters Score -232689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -232694.796875 Penalty: 3958.091553
	Iteration 10Q: 3 clusters Score -232694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -232700.234375 Penalty: 3958.091553
	Iteration 11Q: 3 clusters Score -232700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -232706.078125 Penalty: 3958.091553
	Iteration 12Q: 3 clusters Score -232706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -232710.750000 Penalty: 3958.091553
	Iteration 13Q: 3 clusters Score -232710.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -232713.218750 Penalty: 3958.091553
	Iteration 14Q: 3 clusters Score -232713.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -232714.765625 Penalty: 3958.091553
	Iteration 15Q: 3 clusters Score -232714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -232715.937500 Penalty: 3958.091553
	Iteration 16Q: 3 clusters Score -232715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -232718.687500 Penalty: 3958.091553
	Iteration 17Q: 3 clusters Score -232718.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -232723.078125 Penalty: 3958.091553
	Iteration 18Q: 3 clusters Score -232723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -232727.453125 Penalty: 3958.091553
	Iteration 19Q: 3 clusters Score -232727.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -232732.968750 Penalty: 3958.091553
	Iteration 20F: 3 clusters Score -232733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -232736.062500 Penalty: 3958.091553
	Iteration 21Q: 3 clusters Score -232736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -232739.312500 Penalty: 3958.091553
	Iteration 22Q: 3 clusters Score -232739.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -232741.703125 Penalty: 3958.091553
	Iteration 23Q: 3 clusters Score -232741.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -232743.000000 Penalty: 3958.091553
	Iteration 24Q: 3 clusters Score -232743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -232745.046875 Penalty: 3958.091553
	Iteration 25Q: 3 clusters Score -232745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -232746.875000 Penalty: 3958.091553
	Iteration 26Q: 3 clusters Score -232746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -232750.109375 Penalty: 3958.091553
	Iteration 27Q: 3 clusters Score -232750.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -232752.953125 Penalty: 3958.091553
	Iteration 28Q: 3 clusters Score -232753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -232755.250000 Penalty: 3958.091553
	Iteration 29Q: 3 clusters Score -232755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -232755.968750 Penalty: 3958.091553
	Iteration 30Q: 3 clusters Score -232756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -232757.015625 Penalty: 3958.091553
	Iteration 31Q: 3 clusters Score -232757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -232757.750000 Penalty: 3958.091553
	Iteration 32Q: 3 clusters Score -232757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -232759.343750 Penalty: 3958.091553
	Iteration 33Q: 3 clusters Score -232759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -232761.546875 Penalty: 3958.091553
	Iteration 34Q: 3 clusters Score -232761.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -232763.515625 Penalty: 3958.091553
	Iteration 35Q: 3 clusters Score -232763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -232765.953125 Penalty: 3958.091553
	Iteration 36Q: 3 clusters Score -232766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -232768.453125 Penalty: 3958.091553
	Iteration 37Q: 3 clusters Score -232768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -232769.968750 Penalty: 3958.091553
	Iteration 38Q: 3 clusters Score -232770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -232773.421875 Penalty: 3958.091553
	Iteration 39Q: 3 clusters Score -232773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -232776.671875 Penalty: 3958.091553
	Iteration 40F: 3 clusters Score -232776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -232778.390625 Penalty: 3958.091553
	Iteration 41Q: 3 clusters Score -232778.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -232780.500000 Penalty: 3958.091553
	Iteration 42Q: 3 clusters Score -232780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -232783.000000 Penalty: 3958.091553
	Iteration 43Q: 3 clusters Score -232783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -232786.250000 Penalty: 3958.091553
	Iteration 44Q: 3 clusters Score -232786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -232786.718750 Penalty: 3958.091553
	Iteration 45Q: 3 clusters Score -232786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -232787.453125 Penalty: 3958.091553
	Iteration 46Q: 3 clusters Score -232787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -232787.781250 Penalty: 3958.091553
	Iteration 47Q: 3 clusters Score -232787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -232788.718750 Penalty: 3958.091553
	Iteration 48Q: 3 clusters Score -232788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -232791.031250 Penalty: 3958.091553
	Iteration 49Q: 3 clusters Score -232791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -232794.453125 Penalty: 3958.091553
	Iteration 50Q: 3 clusters Score -232794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -232796.203125 Penalty: 3958.091553
	Iteration 51Q: 3 clusters Score -232796.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -232798.484375 Penalty: 3958.091553
	Iteration 52Q: 3 clusters Score -232798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -232801.640625 Penalty: 3958.091553
	Iteration 53Q: 3 clusters Score -232801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -232802.828125 Penalty: 3958.091553
	Iteration 54Q: 3 clusters Score -232802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -232803.171875 Penalty: 3958.091553
	Iteration 55Q: 3 clusters Score -232803.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -232803.171875 Penalty: 3958.091553
	Iteration 56F: 3 clusters Score -232803.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Entering Unmasked Estep 
Score: -2142738.750000 Penalty: 2509.742188
	Iteration 0F: 2 clusters Score -2142739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2125442.000000 Penalty: 5019.484375
	Iteration 0F: 3 clusters Score -2125442 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2131571.250000 Penalty: 5019.484375
	Iteration 1F: 3 clusters Score -2131571 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2132103.500000 Penalty: 5019.484375
	Iteration 2F: 3 clusters Score -2132104 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2132563.750000 Penalty: 5019.484375
	Iteration 3Q: 3 clusters Score -2132564 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2133010.750000 Penalty: 5019.484375
	Iteration 4Q: 3 clusters Score -2133011 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2133409.000000 Penalty: 5019.484375
	Iteration 5Q: 3 clusters Score -2133409 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2133827.000000 Penalty: 5019.484375
	Iteration 6Q: 3 clusters Score -2133827 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2134245.500000 Penalty: 5019.484375
	Iteration 7Q: 3 clusters Score -2134246 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2134681.750000 Penalty: 5019.484375
	Iteration 8Q: 3 clusters Score -2134682 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2135180.000000 Penalty: 5019.484375
	Iteration 9Q: 3 clusters Score -2135180 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2135741.000000 Penalty: 5019.484375
	Iteration 10Q: 3 clusters Score -2135741 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2136433.750000 Penalty: 5019.484375
	Iteration 11Q: 3 clusters Score -2136434 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2137230.500000 Penalty: 5019.484375
	Iteration 12Q: 3 clusters Score -2137230 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2138032.500000 Penalty: 5019.484375
	Iteration 13Q: 3 clusters Score -2138032 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2138727.750000 Penalty: 5019.484375
	Iteration 14Q: 3 clusters Score -2138728 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2139347.250000 Penalty: 5019.484375
	Iteration 15Q: 3 clusters Score -2139347 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2139822.750000 Penalty: 5019.484375
	Iteration 16Q: 3 clusters Score -2139823 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2140234.750000 Penalty: 5019.484375
	Iteration 17Q: 3 clusters Score -2140235 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2140568.750000 Penalty: 5019.484375
	Iteration 18Q: 3 clusters Score -2140569 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2140830.750000 Penalty: 5019.484375
	Iteration 19Q: 3 clusters Score -2140831 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2141064.000000 Penalty: 5019.484375
	Iteration 20F: 3 clusters Score -2141064 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2141235.750000 Penalty: 5019.484375
	Iteration 21Q: 3 clusters Score -2141236 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2141379.000000 Penalty: 5019.484375
	Iteration 22Q: 3 clusters Score -2141379 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2141488.750000 Penalty: 5019.484375
	Iteration 23Q: 3 clusters Score -2141489 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2141577.500000 Penalty: 5019.484375
	Iteration 24Q: 3 clusters Score -2141578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2141650.000000 Penalty: 5019.484375
	Iteration 25Q: 3 clusters Score -2141650 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2141729.250000 Penalty: 5019.484375
	Iteration 26Q: 3 clusters Score -2141729 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2141785.250000 Penalty: 5019.484375
	Iteration 27Q: 3 clusters Score -2141785 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2141840.250000 Penalty: 5019.484375
	Iteration 28Q: 3 clusters Score -2141840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2141870.250000 Penalty: 5019.484375
	Iteration 29Q: 3 clusters Score -2141870 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2141926.500000 Penalty: 5019.484375
	Iteration 30Q: 3 clusters Score -2141926 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2141960.000000 Penalty: 5019.484375
	Iteration 31Q: 3 clusters Score -2141960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2141996.750000 Penalty: 5019.484375
	Iteration 32Q: 3 clusters Score -2141997 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2142031.750000 Penalty: 5019.484375
	Iteration 33Q: 3 clusters Score -2142032 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2142062.000000 Penalty: 5019.484375
	Iteration 34Q: 3 clusters Score -2142062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2142088.500000 Penalty: 5019.484375
	Iteration 35Q: 3 clusters Score -2142088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2142102.250000 Penalty: 5019.484375
	Iteration 36Q: 3 clusters Score -2142102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2142118.250000 Penalty: 5019.484375
	Iteration 37Q: 3 clusters Score -2142118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2142133.250000 Penalty: 5019.484375
	Iteration 38Q: 3 clusters Score -2142133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2142145.500000 Penalty: 5019.484375
	Iteration 39Q: 3 clusters Score -2142146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2142157.000000 Penalty: 5019.484375
	Iteration 40F: 3 clusters Score -2142157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2142166.500000 Penalty: 5019.484375
	Iteration 41Q: 3 clusters Score -2142166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2142173.000000 Penalty: 5019.484375
	Iteration 42Q: 3 clusters Score -2142173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2142179.750000 Penalty: 5019.484375
	Iteration 43Q: 3 clusters Score -2142180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2142185.750000 Penalty: 5019.484375
	Iteration 44Q: 3 clusters Score -2142186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2142190.000000 Penalty: 5019.484375
	Iteration 45Q: 3 clusters Score -2142190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2142192.250000 Penalty: 5019.484375
	Iteration 46Q: 3 clusters Score -2142192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2142192.000000 Penalty: 5019.484375
	Iteration 47Q: 3 clusters Score -2142192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2142189.500000 Penalty: 5019.484375
	Iteration 48Q: 3 clusters Score -2142190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2142194.250000 Penalty: 5019.484375
	Iteration 49Q: 3 clusters Score -2142194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2142195.750000 Penalty: 5019.484375
	Iteration 50Q: 3 clusters Score -2142196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2142199.250000 Penalty: 5019.484375
	Iteration 51Q: 3 clusters Score -2142199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2142198.000000 Penalty: 5019.484375
	Iteration 52Q: 3 clusters Score -2142198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2142198.000000 Penalty: 5019.484375
	Iteration 53F: 3 clusters Score -2142198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -611708.250000 Penalty: 2218.571777
	Iteration 0F: 2 clusters Score -611708.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -605558.687500 Penalty: 4437.143555
	Iteration 0F: 3 clusters Score -605558.7 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -607354.312500 Penalty: 4437.143555
	Iteration 1F: 3 clusters Score -607354.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -607687.250000 Penalty: 4437.143555
	Iteration 2F: 3 clusters Score -607687.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -607969.750000 Penalty: 4437.143555
	Iteration 3F: 3 clusters Score -607969.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -608234.312500 Penalty: 4437.143555
	Iteration 4F: 3 clusters Score -608234.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -608457.187500 Penalty: 4437.143555
	Iteration 5Q: 3 clusters Score -608457.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -608661.750000 Penalty: 4437.143555
	Iteration 6Q: 3 clusters Score -608661.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -608823.625000 Penalty: 4437.143555
	Iteration 7Q: 3 clusters Score -608823.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -608927.187500 Penalty: 4437.143555
	Iteration 8Q: 3 clusters Score -608927.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -609029.250000 Penalty: 4437.143555
	Iteration 9Q: 3 clusters Score -609029.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -609112.312500 Penalty: 4437.143555
	Iteration 10Q: 3 clusters Score -609112.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -609172.062500 Penalty: 4437.143555
	Iteration 11Q: 3 clusters Score -609172.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -609223.562500 Penalty: 4437.143555
	Iteration 12Q: 3 clusters Score -609223.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -609261.625000 Penalty: 4437.143555
	Iteration 13Q: 3 clusters Score -609261.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -609290.312500 Penalty: 4437.143555
	Iteration 14Q: 3 clusters Score -609290.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -609313.187500 Penalty: 4437.143555
	Iteration 15Q: 3 clusters Score -609313.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -609330.812500 Penalty: 4437.143555
	Iteration 16Q: 3 clusters Score -609330.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -609349.312500 Penalty: 4437.143555
	Iteration 17Q: 3 clusters Score -609349.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -609367.250000 Penalty: 4437.143555
	Iteration 18Q: 3 clusters Score -609367.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -609387.250000 Penalty: 4437.143555
	Iteration 19Q: 3 clusters Score -609387.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -609405.375000 Penalty: 4437.143555
	Iteration 20F: 3 clusters Score -609405.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -609417.562500 Penalty: 4437.143555
	Iteration 21Q: 3 clusters Score -609417.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -609427.250000 Penalty: 4437.143555
	Iteration 22Q: 3 clusters Score -609427.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -609436.937500 Penalty: 4437.143555
	Iteration 23Q: 3 clusters Score -609436.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -609448.687500 Penalty: 4437.143555
	Iteration 24Q: 3 clusters Score -609448.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -609454.687500 Penalty: 4437.143555
	Iteration 25Q: 3 clusters Score -609454.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -609465.312500 Penalty: 4437.143555
	Iteration 26Q: 3 clusters Score -609465.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -609473.375000 Penalty: 4437.143555
	Iteration 27Q: 3 clusters Score -609473.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -609485.437500 Penalty: 4437.143555
	Iteration 28Q: 3 clusters Score -609485.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -609497.000000 Penalty: 4437.143555
	Iteration 29Q: 3 clusters Score -609497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -609506.125000 Penalty: 4437.143555
	Iteration 30Q: 3 clusters Score -609506.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -609514.250000 Penalty: 4437.143555
	Iteration 31Q: 3 clusters Score -609514.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -609528.562500 Penalty: 4437.143555
	Iteration 32Q: 3 clusters Score -609528.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -609542.562500 Penalty: 4437.143555
	Iteration 33Q: 3 clusters Score -609542.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -609559.250000 Penalty: 4437.143555
	Iteration 34Q: 3 clusters Score -609559.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -609579.875000 Penalty: 4437.143555
	Iteration 35Q: 3 clusters Score -609579.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -609592.625000 Penalty: 4437.143555
	Iteration 36Q: 3 clusters Score -609592.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -609604.000000 Penalty: 4437.143555
	Iteration 37Q: 3 clusters Score -609604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -609616.812500 Penalty: 4437.143555
	Iteration 38Q: 3 clusters Score -609616.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -609634.250000 Penalty: 4437.143555
	Iteration 39Q: 3 clusters Score -609634.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -609653.687500 Penalty: 4437.143555
	Iteration 40F: 3 clusters Score -609653.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -609676.312500 Penalty: 4437.143555
	Iteration 41Q: 3 clusters Score -609676.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -609692.312500 Penalty: 4437.143555
	Iteration 42Q: 3 clusters Score -609692.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -609703.375000 Penalty: 4437.143555
	Iteration 43Q: 3 clusters Score -609703.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -609716.437500 Penalty: 4437.143555
	Iteration 44Q: 3 clusters Score -609716.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -609731.500000 Penalty: 4437.143555
	Iteration 45Q: 3 clusters Score -609731.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -609740.687500 Penalty: 4437.143555
	Iteration 46Q: 3 clusters Score -609740.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -609749.187500 Penalty: 4437.143555
	Iteration 47Q: 3 clusters Score -609749.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -609756.562500 Penalty: 4437.143555
	Iteration 48Q: 3 clusters Score -609756.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -609764.812500 Penalty: 4437.143555
	Iteration 49Q: 3 clusters Score -609764.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -609775.062500 Penalty: 4437.143555
	Iteration 50Q: 3 clusters Score -609775.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -609782.625000 Penalty: 4437.143555
	Iteration 51Q: 3 clusters Score -609782.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -609792.000000 Penalty: 4437.143555
	Iteration 52Q: 3 clusters Score -609792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -609799.125000 Penalty: 4437.143555
	Iteration 53Q: 3 clusters Score -609799.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -609801.687500 Penalty: 4437.143555
	Iteration 54Q: 3 clusters Score -609801.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -609806.812500 Penalty: 4437.143555
	Iteration 55Q: 3 clusters Score -609806.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -609810.562500 Penalty: 4437.143555
	Iteration 56Q: 3 clusters Score -609810.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -609814.687500 Penalty: 4437.143555
	Iteration 57Q: 3 clusters Score -609814.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -609820.437500 Penalty: 4437.143555
	Iteration 58Q: 3 clusters Score -609820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -609820.625000 Penalty: 4437.143555
	Iteration 59Q: 3 clusters Score -609820.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -609822.500000 Penalty: 4437.143555
	Iteration 60F: 3 clusters Score -609822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -609823.500000 Penalty: 4437.143555
	Iteration 61Q: 3 clusters Score -609823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -609824.187500 Penalty: 4437.143555
	Iteration 62Q: 3 clusters Score -609824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -609826.312500 Penalty: 4437.143555
	Iteration 63Q: 3 clusters Score -609826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -609824.750000 Penalty: 4437.143555
	Iteration 64Q: 3 clusters Score -609824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -609826.250000 Penalty: 4437.143555
	Iteration 65Q: 3 clusters Score -609826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -609828.812500 Penalty: 4437.143555
	Iteration 66Q: 3 clusters Score -609828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -609828.187500 Penalty: 4437.143555
	Iteration 67Q: 3 clusters Score -609828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -609828.812500 Penalty: 4437.143555
	Iteration 68Q: 3 clusters Score -609828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -609829.437500 Penalty: 4437.143555
	Iteration 69Q: 3 clusters Score -609829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -609830.187500 Penalty: 4437.143555
	Iteration 70Q: 3 clusters Score -609830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -609830.875000 Penalty: 4437.143555
	Iteration 71Q: 3 clusters Score -609830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -609833.062500 Penalty: 4437.143555
	Iteration 72Q: 3 clusters Score -609833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -609833.750000 Penalty: 4437.143555
	Iteration 73Q: 3 clusters Score -609833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -609834.062500 Penalty: 4437.143555
	Iteration 74Q: 3 clusters Score -609834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -609834.687500 Penalty: 4437.143555
	Iteration 75Q: 3 clusters Score -609834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -609836.437500 Penalty: 4437.143555
	Iteration 76Q: 3 clusters Score -609836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -609836.562500 Penalty: 4437.143555
	Iteration 77Q: 3 clusters Score -609836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -609838.000000 Penalty: 4437.143555
	Iteration 78Q: 3 clusters Score -609838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -609839.437500 Penalty: 4437.143555
	Iteration 79Q: 3 clusters Score -609839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -609842.812500 Penalty: 4437.143555
	Iteration 80F: 3 clusters Score -609842.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -609843.125000 Penalty: 4437.143555
	Iteration 81Q: 3 clusters Score -609843.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -609844.125000 Penalty: 4437.143555
	Iteration 82Q: 3 clusters Score -609844.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -609847.562500 Penalty: 4437.143555
	Iteration 83Q: 3 clusters Score -609847.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -609849.937500 Penalty: 4437.143555
	Iteration 84Q: 3 clusters Score -609849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -609852.187500 Penalty: 4437.143555
	Iteration 85Q: 3 clusters Score -609852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -609851.562500 Penalty: 4437.143555
	Iteration 86Q: 3 clusters Score -609851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -609851.687500 Penalty: 4437.143555
	Iteration 87Q: 3 clusters Score -609851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -609852.375000 Penalty: 4437.143555
	Iteration 88Q: 3 clusters Score -609852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -609854.750000 Penalty: 4437.143555
	Iteration 89Q: 3 clusters Score -609854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -609855.625000 Penalty: 4437.143555
	Iteration 90Q: 3 clusters Score -609855.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -609859.562500 Penalty: 4437.143555
	Iteration 91Q: 3 clusters Score -609859.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -609859.375000 Penalty: 4437.143555
	Iteration 92Q: 3 clusters Score -609859.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -609863.875000 Penalty: 4437.143555
	Iteration 93Q: 3 clusters Score -609863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -609862.062500 Penalty: 4437.143555
	Iteration 94Q: 3 clusters Score -609862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -609866.125000 Penalty: 4437.143555
	Iteration 95Q: 3 clusters Score -609866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -609865.312500 Penalty: 4437.143555
	Iteration 96Q: 3 clusters Score -609865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -609866.000000 Penalty: 4437.143555
	Iteration 97Q: 3 clusters Score -609866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -609867.125000 Penalty: 4437.143555
	Iteration 98Q: 3 clusters Score -609867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -609869.500000 Penalty: 4437.143555
	Iteration 99Q: 3 clusters Score -609869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -609869.812500 Penalty: 4437.143555
	Iteration 100F: 3 clusters Score -609869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -609870.125000 Penalty: 4437.143555
	Iteration 101Q: 3 clusters Score -609870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -609870.812500 Penalty: 4437.143555
	Iteration 102Q: 3 clusters Score -609870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -609871.312500 Penalty: 4437.143555
	Iteration 103Q: 3 clusters Score -609871.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -609872.500000 Penalty: 4437.143555
	Iteration 104Q: 3 clusters Score -609872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -609872.062500 Penalty: 4437.143555
	Iteration 105Q: 3 clusters Score -609872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -609873.000000 Penalty: 4437.143555
	Iteration 106Q: 3 clusters Score -609873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -609873.562500 Penalty: 4437.143555
	Iteration 107Q: 3 clusters Score -609873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -609875.125000 Penalty: 4437.143555
	Iteration 108Q: 3 clusters Score -609875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -609877.812500 Penalty: 4437.143555
	Iteration 109Q: 3 clusters Score -609877.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -609878.812500 Penalty: 4437.143555
	Iteration 110Q: 3 clusters Score -609878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -609881.750000 Penalty: 4437.143555
	Iteration 111Q: 3 clusters Score -609881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -609882.937500 Penalty: 4437.143555
	Iteration 112Q: 3 clusters Score -609882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -609883.250000 Penalty: 4437.143555
	Iteration 113Q: 3 clusters Score -609883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -609884.062500 Penalty: 4437.143555
	Iteration 114Q: 3 clusters Score -609884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -609884.062500 Penalty: 4437.143555
	Iteration 115F: 3 clusters Score -609884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -468304.718750 Penalty: 2128.393311
	Iteration 0F: 2 clusters Score -468304.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -463575.718750 Penalty: 4256.786621
	Iteration 0F: 3 clusters Score -463575.7 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -464705.937500 Penalty: 4256.786621
	Iteration 1F: 3 clusters Score -464705.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -464928.343750 Penalty: 4256.786621
	Iteration 2F: 3 clusters Score -464928.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -465075.375000 Penalty: 4256.786621
	Iteration 3F: 3 clusters Score -465075.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -465180.656250 Penalty: 4256.786621
	Iteration 4Q: 3 clusters Score -465180.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -465285.968750 Penalty: 4256.786621
	Iteration 5Q: 3 clusters Score -465286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -465384.843750 Penalty: 4256.786621
	Iteration 6Q: 3 clusters Score -465384.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -465496.312500 Penalty: 4256.786621
	Iteration 7Q: 3 clusters Score -465496.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -465603.468750 Penalty: 4256.786621
	Iteration 8Q: 3 clusters Score -465603.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -465699.156250 Penalty: 4256.786621
	Iteration 9Q: 3 clusters Score -465699.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -465780.187500 Penalty: 4256.786621
	Iteration 10Q: 3 clusters Score -465780.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -465858.250000 Penalty: 4256.786621
	Iteration 11Q: 3 clusters Score -465858.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -465934.750000 Penalty: 4256.786621
	Iteration 12Q: 3 clusters Score -465934.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -466012.531250 Penalty: 4256.786621
	Iteration 13Q: 3 clusters Score -466012.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -466077.656250 Penalty: 4256.786621
	Iteration 14Q: 3 clusters Score -466077.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -466140.000000 Penalty: 4256.786621
	Iteration 15Q: 3 clusters Score -466140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -466195.906250 Penalty: 4256.786621
	Iteration 16Q: 3 clusters Score -466195.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -466248.500000 Penalty: 4256.786621
	Iteration 17Q: 3 clusters Score -466248.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -466286.218750 Penalty: 4256.786621
	Iteration 18Q: 3 clusters Score -466286.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -466320.437500 Penalty: 4256.786621
	Iteration 19Q: 3 clusters Score -466320.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -466352.062500 Penalty: 4256.786621
	Iteration 20F: 3 clusters Score -466352.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -466374.062500 Penalty: 4256.786621
	Iteration 21Q: 3 clusters Score -466374.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -466390.437500 Penalty: 4256.786621
	Iteration 22Q: 3 clusters Score -466390.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -466415.125000 Penalty: 4256.786621
	Iteration 23Q: 3 clusters Score -466415.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -466441.281250 Penalty: 4256.786621
	Iteration 24Q: 3 clusters Score -466441.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -466456.593750 Penalty: 4256.786621
	Iteration 25Q: 3 clusters Score -466456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -466466.281250 Penalty: 4256.786621
	Iteration 26Q: 3 clusters Score -466466.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -466475.093750 Penalty: 4256.786621
	Iteration 27Q: 3 clusters Score -466475.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -466485.968750 Penalty: 4256.786621
	Iteration 28Q: 3 clusters Score -466486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -466499.156250 Penalty: 4256.786621
	Iteration 29Q: 3 clusters Score -466499.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -466515.531250 Penalty: 4256.786621
	Iteration 30Q: 3 clusters Score -466515.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -466526.187500 Penalty: 4256.786621
	Iteration 31Q: 3 clusters Score -466526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -466529.906250 Penalty: 4256.786621
	Iteration 32Q: 3 clusters Score -466529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -466532.218750 Penalty: 4256.786621
	Iteration 33Q: 3 clusters Score -466532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -466537.468750 Penalty: 4256.786621
	Iteration 34Q: 3 clusters Score -466537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -466541.062500 Penalty: 4256.786621
	Iteration 35Q: 3 clusters Score -466541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -466544.218750 Penalty: 4256.786621
	Iteration 36Q: 3 clusters Score -466544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -466543.968750 Penalty: 4256.786621
	Iteration 37Q: 3 clusters Score -466544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -466543.968750 Penalty: 4256.786621
	Iteration 38F: 3 clusters Score -466544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -524553.875000 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -524553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -519435.843750 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -519435.8 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -520692.312500 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -520692.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -520880.500000 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -520880.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -520993.187500 Penalty: 4314.380371
	Iteration 3Q: 3 clusters Score -520993.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -521066.187500 Penalty: 4314.380371
	Iteration 4Q: 3 clusters Score -521066.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -521116.500000 Penalty: 4314.380371
	Iteration 5Q: 3 clusters Score -521116.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -521156.843750 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -521156.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -521199.500000 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -521199.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -521230.187500 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -521230.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -521255.406250 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -521255.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -521277.031250 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -521277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -521297.187500 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -521297.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -521314.812500 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -521314.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -521331.968750 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -521332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -521356.250000 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -521356.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -521384.843750 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -521384.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -521409.968750 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -521410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -521438.468750 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -521438.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -521471.906250 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -521471.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -521515.406250 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -521515.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -521573.093750 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -521573.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -521630.843750 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -521630.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -521693.750000 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -521693.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -521765.812500 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -521765.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -521852.500000 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -521852.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -521950.187500 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -521950.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -522046.031250 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -522046 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -522148.937500 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -522148.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -522246.687500 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -522246.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -522345.625000 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -522345.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -522434.843750 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -522434.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -522498.468750 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -522498.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -522547.312500 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -522547.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -522586.906250 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -522586.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -522621.312500 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -522621.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -522645.125000 Penalty: 4314.380371
	Iteration 35Q: 3 clusters Score -522645.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -522670.437500 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -522670.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -522686.375000 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -522686.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -522700.875000 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -522700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -522710.062500 Penalty: 4314.380371
	Iteration 39Q: 3 clusters Score -522710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -522715.500000 Penalty: 4314.380371
	Iteration 40F: 3 clusters Score -522715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -522716.937500 Penalty: 4314.380371
	Iteration 41Q: 3 clusters Score -522716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -522718.937500 Penalty: 4314.380371
	Iteration 42Q: 3 clusters Score -522718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -522719.937500 Penalty: 4314.380371
	Iteration 43Q: 3 clusters Score -522719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -522722.656250 Penalty: 4314.380371
	Iteration 44Q: 3 clusters Score -522722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -522723.843750 Penalty: 4314.380371
	Iteration 45Q: 3 clusters Score -522723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -522724.562500 Penalty: 4314.380371
	Iteration 46Q: 3 clusters Score -522724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -522728.250000 Penalty: 4314.380371
	Iteration 47Q: 3 clusters Score -522728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -522732.625000 Penalty: 4314.380371
	Iteration 48Q: 3 clusters Score -522732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -522736.937500 Penalty: 4314.380371
	Iteration 49Q: 3 clusters Score -522736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -522741.343750 Penalty: 4314.380371
	Iteration 50Q: 3 clusters Score -522741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -522743.406250 Penalty: 4314.380371
	Iteration 51Q: 3 clusters Score -522743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -522744.312500 Penalty: 4314.380371
	Iteration 52Q: 3 clusters Score -522744.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -522744.312500 Penalty: 4314.380371
	Iteration 53F: 3 clusters Score -522744.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Entering Unmasked Estep 
Score: -780971.125000 Penalty: 2257.234619
	Iteration 0F: 2 clusters Score -780971.1 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 4560 members 
Entering Unmasked Estep 
Score: -773943.250000 Penalty: 4514.469238
	Iteration 0F: 3 clusters Score -773943.2 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -775947.000000 Penalty: 4514.469238
	Iteration 1F: 3 clusters Score -775947 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -776209.562500 Penalty: 4514.469238
	Iteration 2F: 3 clusters Score -776209.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -776370.250000 Penalty: 4514.469238
	Iteration 3Q: 3 clusters Score -776370.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -776484.875000 Penalty: 4514.469238
	Iteration 4Q: 3 clusters Score -776484.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -776582.750000 Penalty: 4514.469238
	Iteration 5Q: 3 clusters Score -776582.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -776687.312500 Penalty: 4514.469238
	Iteration 6Q: 3 clusters Score -776687.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -776797.062500 Penalty: 4514.469238
	Iteration 7Q: 3 clusters Score -776797.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -776921.875000 Penalty: 4514.469238
	Iteration 8Q: 3 clusters Score -776921.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -777083.625000 Penalty: 4514.469238
	Iteration 9Q: 3 clusters Score -777083.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -777266.562500 Penalty: 4514.469238
	Iteration 10Q: 3 clusters Score -777266.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -777478.937500 Penalty: 4514.469238
	Iteration 11Q: 3 clusters Score -777478.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -777682.187500 Penalty: 4514.469238
	Iteration 12Q: 3 clusters Score -777682.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -777922.125000 Penalty: 4514.469238
	Iteration 13Q: 3 clusters Score -777922.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -778152.125000 Penalty: 4514.469238
	Iteration 14Q: 3 clusters Score -778152.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -778382.062500 Penalty: 4514.469238
	Iteration 15Q: 3 clusters Score -778382.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -778554.875000 Penalty: 4514.469238
	Iteration 16Q: 3 clusters Score -778554.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -778685.062500 Penalty: 4514.469238
	Iteration 17Q: 3 clusters Score -778685.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -778772.687500 Penalty: 4514.469238
	Iteration 18Q: 3 clusters Score -778772.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -778832.562500 Penalty: 4514.469238
	Iteration 19Q: 3 clusters Score -778832.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -778875.375000 Penalty: 4514.469238
	Iteration 20F: 3 clusters Score -778875.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -778907.125000 Penalty: 4514.469238
	Iteration 21Q: 3 clusters Score -778907.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -778930.125000 Penalty: 4514.469238
	Iteration 22Q: 3 clusters Score -778930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -778940.812500 Penalty: 4514.469238
	Iteration 23Q: 3 clusters Score -778940.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -778948.375000 Penalty: 4514.469238
	Iteration 24Q: 3 clusters Score -778948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -778949.937500 Penalty: 4514.469238
	Iteration 25Q: 3 clusters Score -778949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -778950.687500 Penalty: 4514.469238
	Iteration 26Q: 3 clusters Score -778950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -778952.437500 Penalty: 4514.469238
	Iteration 27Q: 3 clusters Score -778952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -778952.437500 Penalty: 4514.469238
	Iteration 28F: 3 clusters Score -778952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -276700.093750 Penalty: 1998.465210
	Iteration 0F: 2 clusters Score -276700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -273355.937500 Penalty: 3996.930420
	Iteration 0F: 3 clusters Score -273355.9 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -274061.562500 Penalty: 3996.930420
	Iteration 1F: 3 clusters Score -274061.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -274202.812500 Penalty: 3996.930420
	Iteration 2F: 3 clusters Score -274202.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -274266.625000 Penalty: 3996.930420
	Iteration 3Q: 3 clusters Score -274266.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -274302.406250 Penalty: 3996.930420
	Iteration 4Q: 3 clusters Score -274302.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -274341.250000 Penalty: 3996.930420
	Iteration 5Q: 3 clusters Score -274341.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -274375.531250 Penalty: 3996.930420
	Iteration 6Q: 3 clusters Score -274375.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -274397.718750 Penalty: 3996.930420
	Iteration 7Q: 3 clusters Score -274397.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -274414.968750 Penalty: 3996.930420
	Iteration 8Q: 3 clusters Score -274415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -274433.125000 Penalty: 3996.930420
	Iteration 9Q: 3 clusters Score -274433.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -274453.843750 Penalty: 3996.930420
	Iteration 10Q: 3 clusters Score -274453.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -274485.156250 Penalty: 3996.930420
	Iteration 11Q: 3 clusters Score -274485.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -274513.625000 Penalty: 3996.930420
	Iteration 12Q: 3 clusters Score -274513.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -274532.187500 Penalty: 3996.930420
	Iteration 13Q: 3 clusters Score -274532.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -274548.281250 Penalty: 3996.930420
	Iteration 14Q: 3 clusters Score -274548.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -274564.875000 Penalty: 3996.930420
	Iteration 15Q: 3 clusters Score -274564.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -274589.500000 Penalty: 3996.930420
	Iteration 16Q: 3 clusters Score -274589.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -274614.625000 Penalty: 3996.930420
	Iteration 17Q: 3 clusters Score -274614.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -274637.968750 Penalty: 3996.930420
	Iteration 18Q: 3 clusters Score -274638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -274661.125000 Penalty: 3996.930420
	Iteration 19Q: 3 clusters Score -274661.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -274688.718750 Penalty: 3996.930420
	Iteration 20F: 3 clusters Score -274688.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -274712.312500 Penalty: 3996.930420
	Iteration 21Q: 3 clusters Score -274712.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -274734.531250 Penalty: 3996.930420
	Iteration 22Q: 3 clusters Score -274734.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -274752.406250 Penalty: 3996.930420
	Iteration 23Q: 3 clusters Score -274752.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -274768.750000 Penalty: 3996.930420
	Iteration 24Q: 3 clusters Score -274768.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -274784.593750 Penalty: 3996.930420
	Iteration 25Q: 3 clusters Score -274784.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -274799.031250 Penalty: 3996.930420
	Iteration 26Q: 3 clusters Score -274799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -274811.687500 Penalty: 3996.930420
	Iteration 27Q: 3 clusters Score -274811.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -274824.593750 Penalty: 3996.930420
	Iteration 28Q: 3 clusters Score -274824.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -274836.343750 Penalty: 3996.930420
	Iteration 29Q: 3 clusters Score -274836.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -274843.312500 Penalty: 3996.930420
	Iteration 30Q: 3 clusters Score -274843.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -274853.625000 Penalty: 3996.930420
	Iteration 31Q: 3 clusters Score -274853.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -274859.531250 Penalty: 3996.930420
	Iteration 32Q: 3 clusters Score -274859.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -274865.156250 Penalty: 3996.930420
	Iteration 33Q: 3 clusters Score -274865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -274868.750000 Penalty: 3996.930420
	Iteration 34Q: 3 clusters Score -274868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -274872.906250 Penalty: 3996.930420
	Iteration 35Q: 3 clusters Score -274872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -274877.468750 Penalty: 3996.930420
	Iteration 36Q: 3 clusters Score -274877.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -274880.468750 Penalty: 3996.930420
	Iteration 37Q: 3 clusters Score -274880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -274881.437500 Penalty: 3996.930420
	Iteration 38Q: 3 clusters Score -274881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -274881.437500 Penalty: 3996.930420
	Iteration 39F: 3 clusters Score -274881.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Entering Unmasked Estep 
Score: -694383.562500 Penalty: 2233.523193
	Iteration 0F: 2 clusters Score -694383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -687887.750000 Penalty: 4467.046387
	Iteration 0F: 3 clusters Score -687887.8 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -689666.062500 Penalty: 4467.046387
	Iteration 1F: 3 clusters Score -689666.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -689891.250000 Penalty: 4467.046387
	Iteration 2F: 3 clusters Score -689891.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -690037.437500 Penalty: 4467.046387
	Iteration 3Q: 3 clusters Score -690037.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -690152.187500 Penalty: 4467.046387
	Iteration 4Q: 3 clusters Score -690152.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -690252.625000 Penalty: 4467.046387
	Iteration 5Q: 3 clusters Score -690252.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -690346.625000 Penalty: 4467.046387
	Iteration 6Q: 3 clusters Score -690346.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -690420.312500 Penalty: 4467.046387
	Iteration 7Q: 3 clusters Score -690420.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -690497.750000 Penalty: 4467.046387
	Iteration 8Q: 3 clusters Score -690497.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -690570.125000 Penalty: 4467.046387
	Iteration 9Q: 3 clusters Score -690570.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -690646.687500 Penalty: 4467.046387
	Iteration 10Q: 3 clusters Score -690646.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -690713.500000 Penalty: 4467.046387
	Iteration 11Q: 3 clusters Score -690713.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -690803.000000 Penalty: 4467.046387
	Iteration 12Q: 3 clusters Score -690803 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -690923.437500 Penalty: 4467.046387
	Iteration 13Q: 3 clusters Score -690923.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -691035.000000 Penalty: 4467.046387
	Iteration 14Q: 3 clusters Score -691035 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -691152.000000 Penalty: 4467.046387
	Iteration 15Q: 3 clusters Score -691152 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -691273.812500 Penalty: 4467.046387
	Iteration 16Q: 3 clusters Score -691273.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -691408.687500 Penalty: 4467.046387
	Iteration 17Q: 3 clusters Score -691408.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -691567.875000 Penalty: 4467.046387
	Iteration 18Q: 3 clusters Score -691567.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -691720.562500 Penalty: 4467.046387
	Iteration 19Q: 3 clusters Score -691720.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -691867.625000 Penalty: 4467.046387
	Iteration 20F: 3 clusters Score -691867.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -691987.062500 Penalty: 4467.046387
	Iteration 21Q: 3 clusters Score -691987.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -692090.562500 Penalty: 4467.046387
	Iteration 22Q: 3 clusters Score -692090.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -692166.125000 Penalty: 4467.046387
	Iteration 23Q: 3 clusters Score -692166.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -692222.312500 Penalty: 4467.046387
	Iteration 24Q: 3 clusters Score -692222.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -692271.187500 Penalty: 4467.046387
	Iteration 25Q: 3 clusters Score -692271.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -692305.562500 Penalty: 4467.046387
	Iteration 26Q: 3 clusters Score -692305.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -692343.812500 Penalty: 4467.046387
	Iteration 27Q: 3 clusters Score -692343.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -692368.187500 Penalty: 4467.046387
	Iteration 28Q: 3 clusters Score -692368.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -692394.500000 Penalty: 4467.046387
	Iteration 29Q: 3 clusters Score -692394.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -692408.625000 Penalty: 4467.046387
	Iteration 30Q: 3 clusters Score -692408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -692416.500000 Penalty: 4467.046387
	Iteration 31Q: 3 clusters Score -692416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -692424.312500 Penalty: 4467.046387
	Iteration 32Q: 3 clusters Score -692424.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -692439.000000 Penalty: 4467.046387
	Iteration 33Q: 3 clusters Score -692439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -692443.250000 Penalty: 4467.046387
	Iteration 34Q: 3 clusters Score -692443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -692445.812500 Penalty: 4467.046387
	Iteration 35Q: 3 clusters Score -692445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -692448.750000 Penalty: 4467.046387
	Iteration 36Q: 3 clusters Score -692448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -692455.937500 Penalty: 4467.046387
	Iteration 37Q: 3 clusters Score -692455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -692466.937500 Penalty: 4467.046387
	Iteration 38Q: 3 clusters Score -692466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -692474.000000 Penalty: 4467.046387
	Iteration 39Q: 3 clusters Score -692474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -692477.437500 Penalty: 4467.046387
	Iteration 40F: 3 clusters Score -692477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -692483.312500 Penalty: 4467.046387
	Iteration 41Q: 3 clusters Score -692483.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -692493.437500 Penalty: 4467.046387
	Iteration 42Q: 3 clusters Score -692493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -692498.062500 Penalty: 4467.046387
	Iteration 43Q: 3 clusters Score -692498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -692500.125000 Penalty: 4467.046387
	Iteration 44Q: 3 clusters Score -692500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -692500.562500 Penalty: 4467.046387
	Iteration 45Q: 3 clusters Score -692500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -692500.562500 Penalty: 4467.046387
	Iteration 46F: 3 clusters Score -692500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Entering Unmasked Estep 
Score: -1723403.250000 Penalty: 2456.684326
	Iteration 0F: 2 clusters Score -1723403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1709301.000000 Penalty: 4913.368652
	Iteration 0F: 3 clusters Score -1709301 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1714172.625000 Penalty: 4913.368652
	Iteration 1F: 3 clusters Score -1714173 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1714646.625000 Penalty: 4913.368652
	Iteration 2F: 3 clusters Score -1714647 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1715041.625000 Penalty: 4913.368652
	Iteration 3Q: 3 clusters Score -1715042 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1715412.500000 Penalty: 4913.368652
	Iteration 4Q: 3 clusters Score -1715412 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1715769.625000 Penalty: 4913.368652
	Iteration 5Q: 3 clusters Score -1715770 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1716097.250000 Penalty: 4913.368652
	Iteration 6Q: 3 clusters Score -1716097 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1716404.125000 Penalty: 4913.368652
	Iteration 7Q: 3 clusters Score -1716404 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1716720.750000 Penalty: 4913.368652
	Iteration 8Q: 3 clusters Score -1716721 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1717018.375000 Penalty: 4913.368652
	Iteration 9Q: 3 clusters Score -1717018 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1717316.750000 Penalty: 4913.368652
	Iteration 10Q: 3 clusters Score -1717317 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1717615.375000 Penalty: 4913.368652
	Iteration 11Q: 3 clusters Score -1717615 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1717913.000000 Penalty: 4913.368652
	Iteration 12Q: 3 clusters Score -1717913 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1718258.000000 Penalty: 4913.368652
	Iteration 13Q: 3 clusters Score -1718258 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1718594.625000 Penalty: 4913.368652
	Iteration 14Q: 3 clusters Score -1718595 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1718891.125000 Penalty: 4913.368652
	Iteration 15Q: 3 clusters Score -1718891 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1719140.125000 Penalty: 4913.368652
	Iteration 16Q: 3 clusters Score -1719140 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1719370.250000 Penalty: 4913.368652
	Iteration 17Q: 3 clusters Score -1719370 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1719555.125000 Penalty: 4913.368652
	Iteration 18Q: 3 clusters Score -1719555 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1719673.875000 Penalty: 4913.368652
	Iteration 19Q: 3 clusters Score -1719674 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1719785.375000 Penalty: 4913.368652
	Iteration 20F: 3 clusters Score -1719785 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1719869.750000 Penalty: 4913.368652
	Iteration 21Q: 3 clusters Score -1719870 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1719945.375000 Penalty: 4913.368652
	Iteration 22Q: 3 clusters Score -1719945 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1720017.875000 Penalty: 4913.368652
	Iteration 23Q: 3 clusters Score -1720018 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1720082.125000 Penalty: 4913.368652
	Iteration 24Q: 3 clusters Score -1720082 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1720148.500000 Penalty: 4913.368652
	Iteration 25Q: 3 clusters Score -1720148 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1720215.250000 Penalty: 4913.368652
	Iteration 26Q: 3 clusters Score -1720215 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1720269.875000 Penalty: 4913.368652
	Iteration 27Q: 3 clusters Score -1720270 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1720317.500000 Penalty: 4913.368652
	Iteration 28Q: 3 clusters Score -1720318 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1720383.000000 Penalty: 4913.368652
	Iteration 29Q: 3 clusters Score -1720383 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1720449.375000 Penalty: 4913.368652
	Iteration 30Q: 3 clusters Score -1720449 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1720517.000000 Penalty: 4913.368652
	Iteration 31Q: 3 clusters Score -1720517 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1720573.125000 Penalty: 4913.368652
	Iteration 32Q: 3 clusters Score -1720573 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1720627.375000 Penalty: 4913.368652
	Iteration 33Q: 3 clusters Score -1720627 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1720674.250000 Penalty: 4913.368652
	Iteration 34Q: 3 clusters Score -1720674 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1720724.375000 Penalty: 4913.368652
	Iteration 35Q: 3 clusters Score -1720724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1720778.250000 Penalty: 4913.368652
	Iteration 36Q: 3 clusters Score -1720778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1720822.875000 Penalty: 4913.368652
	Iteration 37Q: 3 clusters Score -1720823 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1720863.750000 Penalty: 4913.368652
	Iteration 38Q: 3 clusters Score -1720864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1720887.625000 Penalty: 4913.368652
	Iteration 39Q: 3 clusters Score -1720888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1720921.250000 Penalty: 4913.368652
	Iteration 40F: 3 clusters Score -1720921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1720949.125000 Penalty: 4913.368652
	Iteration 41Q: 3 clusters Score -1720949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1720973.500000 Penalty: 4913.368652
	Iteration 42Q: 3 clusters Score -1720974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1720996.750000 Penalty: 4913.368652
	Iteration 43Q: 3 clusters Score -1720997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1721014.750000 Penalty: 4913.368652
	Iteration 44Q: 3 clusters Score -1721015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1721039.125000 Penalty: 4913.368652
	Iteration 45Q: 3 clusters Score -1721039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1721062.625000 Penalty: 4913.368652
	Iteration 46Q: 3 clusters Score -1721063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1721092.000000 Penalty: 4913.368652
	Iteration 47Q: 3 clusters Score -1721092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1721121.250000 Penalty: 4913.368652
	Iteration 48Q: 3 clusters Score -1721121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1721160.375000 Penalty: 4913.368652
	Iteration 49Q: 3 clusters Score -1721160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1721191.500000 Penalty: 4913.368652
	Iteration 50Q: 3 clusters Score -1721192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1721232.500000 Penalty: 4913.368652
	Iteration 51Q: 3 clusters Score -1721232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1721261.125000 Penalty: 4913.368652
	Iteration 52Q: 3 clusters Score -1721261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1721291.375000 Penalty: 4913.368652
	Iteration 53Q: 3 clusters Score -1721291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1721311.250000 Penalty: 4913.368652
	Iteration 54Q: 3 clusters Score -1721311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1721334.375000 Penalty: 4913.368652
	Iteration 55Q: 3 clusters Score -1721334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1721361.375000 Penalty: 4913.368652
	Iteration 56Q: 3 clusters Score -1721361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1721386.250000 Penalty: 4913.368652
	Iteration 57Q: 3 clusters Score -1721386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1721424.125000 Penalty: 4913.368652
	Iteration 58Q: 3 clusters Score -1721424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1721444.875000 Penalty: 4913.368652
	Iteration 59Q: 3 clusters Score -1721445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1721463.375000 Penalty: 4913.368652
	Iteration 60F: 3 clusters Score -1721463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1721480.500000 Penalty: 4913.368652
	Iteration 61Q: 3 clusters Score -1721480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1721501.625000 Penalty: 4913.368652
	Iteration 62Q: 3 clusters Score -1721502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1721514.375000 Penalty: 4913.368652
	Iteration 63Q: 3 clusters Score -1721514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1721526.500000 Penalty: 4913.368652
	Iteration 64Q: 3 clusters Score -1721526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1721533.375000 Penalty: 4913.368652
	Iteration 65Q: 3 clusters Score -1721533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1721535.375000 Penalty: 4913.368652
	Iteration 66Q: 3 clusters Score -1721535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1721538.500000 Penalty: 4913.368652
	Iteration 67Q: 3 clusters Score -1721538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1721536.750000 Penalty: 4913.368652
	Iteration 68Q: 3 clusters Score -1721537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1721541.500000 Penalty: 4913.368652
	Iteration 69Q: 3 clusters Score -1721542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1721545.875000 Penalty: 4913.368652
	Iteration 70Q: 3 clusters Score -1721546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1721543.500000 Penalty: 4913.368652
	Iteration 71Q: 3 clusters Score -1721544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1721546.250000 Penalty: 4913.368652
	Iteration 72Q: 3 clusters Score -1721546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1721545.375000 Penalty: 4913.368652
	Iteration 73Q: 3 clusters Score -1721545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1721545.375000 Penalty: 4913.368652
	Iteration 74F: 3 clusters Score -1721545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Entering Unmasked Estep 
Score: -1285920.750000 Penalty: 2378.932129
	Iteration 0F: 2 clusters Score -1285921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1275290.625000 Penalty: 4757.864258
	Iteration 0F: 3 clusters Score -1275291 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1278693.750000 Penalty: 4757.864258
	Iteration 1F: 3 clusters Score -1278694 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1279039.750000 Penalty: 4757.864258
	Iteration 2F: 3 clusters Score -1279040 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1279272.625000 Penalty: 4757.864258
	Iteration 3Q: 3 clusters Score -1279273 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1279466.625000 Penalty: 4757.864258
	Iteration 4Q: 3 clusters Score -1279467 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1279644.875000 Penalty: 4757.864258
	Iteration 5Q: 3 clusters Score -1279645 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1279802.000000 Penalty: 4757.864258
	Iteration 6Q: 3 clusters Score -1279802 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1279980.750000 Penalty: 4757.864258
	Iteration 7Q: 3 clusters Score -1279981 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1280196.875000 Penalty: 4757.864258
	Iteration 8Q: 3 clusters Score -1280197 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1280479.125000 Penalty: 4757.864258
	Iteration 9Q: 3 clusters Score -1280479 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1280861.375000 Penalty: 4757.864258
	Iteration 10Q: 3 clusters Score -1280861 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1281345.125000 Penalty: 4757.864258
	Iteration 11Q: 3 clusters Score -1281345 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1281908.750000 Penalty: 4757.864258
	Iteration 12F: 3 clusters Score -1281909 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1282444.500000 Penalty: 4757.864258
	Iteration 13Q: 3 clusters Score -1282444 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1282898.125000 Penalty: 4757.864258
	Iteration 14Q: 3 clusters Score -1282898 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1283192.500000 Penalty: 4757.864258
	Iteration 15Q: 3 clusters Score -1283192 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1283406.875000 Penalty: 4757.864258
	Iteration 16Q: 3 clusters Score -1283407 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1283529.750000 Penalty: 4757.864258
	Iteration 17Q: 3 clusters Score -1283530 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1283608.875000 Penalty: 4757.864258
	Iteration 18Q: 3 clusters Score -1283609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1283674.000000 Penalty: 4757.864258
	Iteration 19Q: 3 clusters Score -1283674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1283718.625000 Penalty: 4757.864258
	Iteration 20F: 3 clusters Score -1283719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1283759.000000 Penalty: 4757.864258
	Iteration 21Q: 3 clusters Score -1283759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1283781.500000 Penalty: 4757.864258
	Iteration 22Q: 3 clusters Score -1283782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1283789.250000 Penalty: 4757.864258
	Iteration 23Q: 3 clusters Score -1283789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1283794.500000 Penalty: 4757.864258
	Iteration 24Q: 3 clusters Score -1283794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1283799.375000 Penalty: 4757.864258
	Iteration 25Q: 3 clusters Score -1283799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1283802.875000 Penalty: 4757.864258
	Iteration 26Q: 3 clusters Score -1283803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1283804.750000 Penalty: 4757.864258
	Iteration 27Q: 3 clusters Score -1283805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1283805.500000 Penalty: 4757.864258
	Iteration 28Q: 3 clusters Score -1283806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1283815.500000 Penalty: 4757.864258
	Iteration 29Q: 3 clusters Score -1283816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1283818.750000 Penalty: 4757.864258
	Iteration 30Q: 3 clusters Score -1283819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1283818.750000 Penalty: 4757.864258
	Iteration 31F: 3 clusters Score -1283819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -395164.687500 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -395164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -390991.750000 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -390991.8 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -391869.656250 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -391869.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -392065.875000 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -392065.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -392182.062500 Penalty: 4173.149902
	Iteration 3Q: 3 clusters Score -392182.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -392257.562500 Penalty: 4173.149902
	Iteration 4Q: 3 clusters Score -392257.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -392311.750000 Penalty: 4173.149902
	Iteration 5Q: 3 clusters Score -392311.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -392351.968750 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -392352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -392385.281250 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -392385.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -392410.781250 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -392410.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -392424.875000 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -392424.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -392440.156250 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -392440.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -392460.000000 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -392460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -392473.781250 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -392473.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -392486.218750 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -392486.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -392494.687500 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -392494.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -392501.718750 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -392501.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -392507.031250 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -392507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -392516.468750 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -392516.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -392526.687500 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -392526.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -392536.218750 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -392536.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -392548.218750 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -392548.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -392558.093750 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -392558.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -392570.312500 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -392570.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -392584.218750 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -392584.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -392595.468750 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -392595.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -392605.562500 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -392605.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -392618.500000 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -392618.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -392629.625000 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -392629.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -392641.875000 Penalty: 4173.149902
	Iteration 28Q: 3 clusters Score -392641.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -392653.218750 Penalty: 4173.149902
	Iteration 29Q: 3 clusters Score -392653.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -392660.343750 Penalty: 4173.149902
	Iteration 30Q: 3 clusters Score -392660.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -392663.812500 Penalty: 4173.149902
	Iteration 31Q: 3 clusters Score -392663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -392668.750000 Penalty: 4173.149902
	Iteration 32Q: 3 clusters Score -392668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -392673.406250 Penalty: 4173.149902
	Iteration 33Q: 3 clusters Score -392673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -392680.250000 Penalty: 4173.149902
	Iteration 34Q: 3 clusters Score -392680.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -392690.937500 Penalty: 4173.149902
	Iteration 35Q: 3 clusters Score -392690.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -392698.562500 Penalty: 4173.149902
	Iteration 36Q: 3 clusters Score -392698.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -392705.000000 Penalty: 4173.149902
	Iteration 37Q: 3 clusters Score -392705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -392713.875000 Penalty: 4173.149902
	Iteration 38Q: 3 clusters Score -392713.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -392725.375000 Penalty: 4173.149902
	Iteration 39Q: 3 clusters Score -392725.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -392735.781250 Penalty: 4173.149902
	Iteration 40F: 3 clusters Score -392735.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -392751.750000 Penalty: 4173.149902
	Iteration 41Q: 3 clusters Score -392751.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -392772.062500 Penalty: 4173.149902
	Iteration 42Q: 3 clusters Score -392772.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -392792.312500 Penalty: 4173.149902
	Iteration 43Q: 3 clusters Score -392792.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -392812.312500 Penalty: 4173.149902
	Iteration 44Q: 3 clusters Score -392812.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -392829.687500 Penalty: 4173.149902
	Iteration 45Q: 3 clusters Score -392829.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -392845.031250 Penalty: 4173.149902
	Iteration 46Q: 3 clusters Score -392845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -392861.031250 Penalty: 4173.149902
	Iteration 47Q: 3 clusters Score -392861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -392875.625000 Penalty: 4173.149902
	Iteration 48Q: 3 clusters Score -392875.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -392890.718750 Penalty: 4173.149902
	Iteration 49Q: 3 clusters Score -392890.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -392910.968750 Penalty: 4173.149902
	Iteration 50Q: 3 clusters Score -392911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -392931.843750 Penalty: 4173.149902
	Iteration 51Q: 3 clusters Score -392931.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -392952.343750 Penalty: 4173.149902
	Iteration 52Q: 3 clusters Score -392952.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -392972.093750 Penalty: 4173.149902
	Iteration 53Q: 3 clusters Score -392972.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -392994.718750 Penalty: 4173.149902
	Iteration 54Q: 3 clusters Score -392994.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -393017.812500 Penalty: 4173.149902
	Iteration 55Q: 3 clusters Score -393017.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -393041.781250 Penalty: 4173.149902
	Iteration 56Q: 3 clusters Score -393041.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -393061.000000 Penalty: 4173.149902
	Iteration 57Q: 3 clusters Score -393061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -393078.031250 Penalty: 4173.149902
	Iteration 58Q: 3 clusters Score -393078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -393094.562500 Penalty: 4173.149902
	Iteration 59Q: 3 clusters Score -393094.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -393118.312500 Penalty: 4173.149902
	Iteration 60F: 3 clusters Score -393118.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -393135.968750 Penalty: 4173.149902
	Iteration 61Q: 3 clusters Score -393136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -393157.281250 Penalty: 4173.149902
	Iteration 62Q: 3 clusters Score -393157.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -393174.437500 Penalty: 4173.149902
	Iteration 63Q: 3 clusters Score -393174.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -393187.187500 Penalty: 4173.149902
	Iteration 64Q: 3 clusters Score -393187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -393197.343750 Penalty: 4173.149902
	Iteration 65Q: 3 clusters Score -393197.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -393204.281250 Penalty: 4173.149902
	Iteration 66Q: 3 clusters Score -393204.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -393211.937500 Penalty: 4173.149902
	Iteration 67Q: 3 clusters Score -393211.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -393219.968750 Penalty: 4173.149902
	Iteration 68Q: 3 clusters Score -393220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -393229.781250 Penalty: 4173.149902
	Iteration 69Q: 3 clusters Score -393229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -393238.625000 Penalty: 4173.149902
	Iteration 70Q: 3 clusters Score -393238.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -393244.093750 Penalty: 4173.149902
	Iteration 71Q: 3 clusters Score -393244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -393247.812500 Penalty: 4173.149902
	Iteration 72Q: 3 clusters Score -393247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -393251.375000 Penalty: 4173.149902
	Iteration 73Q: 3 clusters Score -393251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -393254.093750 Penalty: 4173.149902
	Iteration 74Q: 3 clusters Score -393254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -393258.187500 Penalty: 4173.149902
	Iteration 75Q: 3 clusters Score -393258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -393261.531250 Penalty: 4173.149902
	Iteration 76Q: 3 clusters Score -393261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -393262.656250 Penalty: 4173.149902
	Iteration 77Q: 3 clusters Score -393262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -393262.656250 Penalty: 4173.149902
	Iteration 78F: 3 clusters Score -393262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 16774 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40294 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 107705 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19187 members 
Mstep: Class 22 contains 12827 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8153 members 
Mstep: Class 31 contains 20050 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154424.000000 Penalty: 106802.460938
Iteration 199Q: 34 clusters Score -3.815442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 16775 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40295 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 107704 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19186 members 
Mstep: Class 22 contains 12827 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7677 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8153 members 
Mstep: Class 31 contains 20050 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154440.000000 Penalty: 106802.460938
Iteration 200F: 34 clusters Score -3.815444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4672 members 
Mstep: Class 6 contains 16775 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 107703 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19186 members 
Mstep: Class 22 contains 12827 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7680 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8153 members 
Mstep: Class 31 contains 20050 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154448.000000 Penalty: 106802.460938
Iteration 201Q: 34 clusters Score -3.815445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14540 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 4672 members 
Mstep: Class 6 contains 16775 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 16857 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 107703 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 22884 members 
Mstep: Class 21 contains 19186 members 
Mstep: Class 22 contains 12827 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 7680 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 8153 members 
Mstep: Class 31 contains 20050 members 
Mstep: Class 32 contains 14654 members 
Mstep: Class 33 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38154448.000000 Penalty: 106802.460938
Iteration 202F: 34 clusters Score -3.815445e+07 nChanged 0
Entering ConstructFrom: 
Score: -38154448.000000 Penalty: 106802.460938
Entering ConstructFrom: 
Trying to split cluster 1 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -215433.484375 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -215433.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -212109.687500 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -212109.7 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -212885.421875 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -212885.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -213120.000000 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -213120 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -213293.796875 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -213293.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -213472.437500 Penalty: 3984.533447
	Iteration 4F: 3 clusters Score -213472.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -213606.328125 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -213606.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -213707.046875 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -213707 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -213794.703125 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -213794.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -213902.796875 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -213902.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -213984.968750 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -213985 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -214037.281250 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -214037.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -214067.390625 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -214067.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -214084.859375 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -214084.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -214098.015625 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -214098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -214109.281250 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -214109.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -214117.125000 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -214117.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -214120.500000 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -214120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -214126.296875 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -214126.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -214131.750000 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -214131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -214135.593750 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -214135.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -214139.312500 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -214139.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -214142.421875 Penalty: 3984.533447
	Iteration 21Q: 3 clusters Score -214142.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -214148.390625 Penalty: 3984.533447
	Iteration 22Q: 3 clusters Score -214148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -214152.031250 Penalty: 3984.533447
	Iteration 23Q: 3 clusters Score -214152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -214156.015625 Penalty: 3984.533447
	Iteration 24Q: 3 clusters Score -214156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -214159.328125 Penalty: 3984.533447
	Iteration 25Q: 3 clusters Score -214159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -214162.031250 Penalty: 3984.533447
	Iteration 26Q: 3 clusters Score -214162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -214162.796875 Penalty: 3984.533447
	Iteration 27Q: 3 clusters Score -214162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -214164.093750 Penalty: 3984.533447
	Iteration 28Q: 3 clusters Score -214164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -214166.125000 Penalty: 3984.533447
	Iteration 29Q: 3 clusters Score -214166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -214166.890625 Penalty: 3984.533447
	Iteration 30Q: 3 clusters Score -214166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -214166.890625 Penalty: 3984.533447
	Iteration 31F: 3 clusters Score -214166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Entering Unmasked Estep 
Score: -1247540.750000 Penalty: 2376.995361
	Iteration 0F: 2 clusters Score -1247541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1236907.375000 Penalty: 4753.990723
	Iteration 0F: 3 clusters Score -1236907 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1240374.250000 Penalty: 4753.990723
	Iteration 1F: 3 clusters Score -1240374 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1240757.000000 Penalty: 4753.990723
	Iteration 2F: 3 clusters Score -1240757 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1241043.625000 Penalty: 4753.990723
	Iteration 3Q: 3 clusters Score -1241044 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1241327.250000 Penalty: 4753.990723
	Iteration 4Q: 3 clusters Score -1241327 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1241624.500000 Penalty: 4753.990723
	Iteration 5Q: 3 clusters Score -1241624 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1241982.375000 Penalty: 4753.990723
	Iteration 6Q: 3 clusters Score -1241982 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1242503.875000 Penalty: 4753.990723
	Iteration 7F: 3 clusters Score -1242504 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1243149.625000 Penalty: 4753.990723
	Iteration 8F: 3 clusters Score -1243150 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1243785.625000 Penalty: 4753.990723
	Iteration 9F: 3 clusters Score -1243786 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1244376.125000 Penalty: 4753.990723
	Iteration 10Q: 3 clusters Score -1244376 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1244874.750000 Penalty: 4753.990723
	Iteration 11Q: 3 clusters Score -1244875 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1245281.375000 Penalty: 4753.990723
	Iteration 12Q: 3 clusters Score -1245281 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1245478.000000 Penalty: 4753.990723
	Iteration 13Q: 3 clusters Score -1245478 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1245559.500000 Penalty: 4753.990723
	Iteration 14Q: 3 clusters Score -1245560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1245607.625000 Penalty: 4753.990723
	Iteration 15Q: 3 clusters Score -1245608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1245630.375000 Penalty: 4753.990723
	Iteration 16Q: 3 clusters Score -1245630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1245653.000000 Penalty: 4753.990723
	Iteration 17Q: 3 clusters Score -1245653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1245664.625000 Penalty: 4753.990723
	Iteration 18Q: 3 clusters Score -1245665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1245672.625000 Penalty: 4753.990723
	Iteration 19Q: 3 clusters Score -1245673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1245681.250000 Penalty: 4753.990723
	Iteration 20F: 3 clusters Score -1245681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1245690.000000 Penalty: 4753.990723
	Iteration 21Q: 3 clusters Score -1245690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1245692.375000 Penalty: 4753.990723
	Iteration 22Q: 3 clusters Score -1245692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1245694.750000 Penalty: 4753.990723
	Iteration 23Q: 3 clusters Score -1245695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1245696.875000 Penalty: 4753.990723
	Iteration 24Q: 3 clusters Score -1245697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1245700.500000 Penalty: 4753.990723
	Iteration 25Q: 3 clusters Score -1245700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1245705.125000 Penalty: 4753.990723
	Iteration 26Q: 3 clusters Score -1245705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1245706.250000 Penalty: 4753.990723
	Iteration 27Q: 3 clusters Score -1245706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1245711.000000 Penalty: 4753.990723
	Iteration 28Q: 3 clusters Score -1245711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1245712.875000 Penalty: 4753.990723
	Iteration 29Q: 3 clusters Score -1245713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1245717.125000 Penalty: 4753.990723
	Iteration 30Q: 3 clusters Score -1245717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1245718.000000 Penalty: 4753.990723
	Iteration 31Q: 3 clusters Score -1245718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1245720.250000 Penalty: 4753.990723
	Iteration 32Q: 3 clusters Score -1245720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1245720.875000 Penalty: 4753.990723
	Iteration 33Q: 3 clusters Score -1245721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1245718.250000 Penalty: 4753.990723
	Iteration 34Q: 3 clusters Score -1245718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1245719.500000 Penalty: 4753.990723
	Iteration 35Q: 3 clusters Score -1245720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1245720.000000 Penalty: 4753.990723
	Iteration 36Q: 3 clusters Score -1245720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1245720.000000 Penalty: 4753.990723
	Iteration 37F: 3 clusters Score -1245720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -644913.000000 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -644913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -639367.750000 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -639367.8 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -640777.375000 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -640777.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -640994.875000 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -640994.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -641139.437500 Penalty: 4372.202637
	Iteration 3Q: 3 clusters Score -641139.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -641248.625000 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -641248.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -641329.375000 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -641329.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -641384.187500 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -641384.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -641445.750000 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -641445.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -641504.125000 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -641504.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -641552.375000 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -641552.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -641598.062500 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -641598.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -641646.687500 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -641646.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -641697.062500 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -641697.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -641738.062500 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -641738.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -641780.875000 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -641780.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -641833.812500 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -641833.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -641892.750000 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -641892.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -641980.500000 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -641980.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -642073.375000 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -642073.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -642174.750000 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -642174.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -642294.812500 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -642294.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -642419.062500 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -642419.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -642530.375000 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -642530.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -642632.437500 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -642632.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -642737.250000 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -642737.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -642828.375000 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -642828.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -642898.375000 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -642898.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -642966.750000 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -642966.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -643010.812500 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -643010.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -643041.687500 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -643041.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -643060.875000 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -643060.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -643074.375000 Penalty: 4372.202637
	Iteration 31Q: 3 clusters Score -643074.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -643085.875000 Penalty: 4372.202637
	Iteration 32Q: 3 clusters Score -643085.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -643094.562500 Penalty: 4372.202637
	Iteration 33Q: 3 clusters Score -643094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -643107.312500 Penalty: 4372.202637
	Iteration 34Q: 3 clusters Score -643107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -643111.812500 Penalty: 4372.202637
	Iteration 35Q: 3 clusters Score -643111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -643117.250000 Penalty: 4372.202637
	Iteration 36Q: 3 clusters Score -643117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -643120.687500 Penalty: 4372.202637
	Iteration 37Q: 3 clusters Score -643120.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -643125.062500 Penalty: 4372.202637
	Iteration 38Q: 3 clusters Score -643125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -643130.187500 Penalty: 4372.202637
	Iteration 39Q: 3 clusters Score -643130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -643130.375000 Penalty: 4372.202637
	Iteration 40F: 3 clusters Score -643130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -643132.937500 Penalty: 4372.202637
	Iteration 41Q: 3 clusters Score -643132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -643134.437500 Penalty: 4372.202637
	Iteration 42Q: 3 clusters Score -643134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -643136.000000 Penalty: 4372.202637
	Iteration 43Q: 3 clusters Score -643136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -643143.000000 Penalty: 4372.202637
	Iteration 44Q: 3 clusters Score -643143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -643143.500000 Penalty: 4372.202637
	Iteration 45Q: 3 clusters Score -643143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -643145.062500 Penalty: 4372.202637
	Iteration 46Q: 3 clusters Score -643145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -643145.062500 Penalty: 4372.202637
	Iteration 47F: 3 clusters Score -643145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -405195.656250 Penalty: 2092.338867
	Iteration 0F: 2 clusters Score -405195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -400912.875000 Penalty: 4184.677734
	Iteration 0F: 3 clusters Score -400912.9 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -401876.000000 Penalty: 4184.677734
	Iteration 1F: 3 clusters Score -401876 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -402109.281250 Penalty: 4184.677734
	Iteration 2F: 3 clusters Score -402109.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -402277.687500 Penalty: 4184.677734
	Iteration 3F: 3 clusters Score -402277.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -402415.468750 Penalty: 4184.677734
	Iteration 4Q: 3 clusters Score -402415.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -402549.937500 Penalty: 4184.677734
	Iteration 5Q: 3 clusters Score -402549.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -402658.656250 Penalty: 4184.677734
	Iteration 6Q: 3 clusters Score -402658.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -402752.187500 Penalty: 4184.677734
	Iteration 7Q: 3 clusters Score -402752.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -402835.968750 Penalty: 4184.677734
	Iteration 8Q: 3 clusters Score -402836 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -402922.718750 Penalty: 4184.677734
	Iteration 9Q: 3 clusters Score -402922.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -403026.437500 Penalty: 4184.677734
	Iteration 10Q: 3 clusters Score -403026.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -403109.843750 Penalty: 4184.677734
	Iteration 11Q: 3 clusters Score -403109.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -403170.687500 Penalty: 4184.677734
	Iteration 12Q: 3 clusters Score -403170.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -403210.750000 Penalty: 4184.677734
	Iteration 13Q: 3 clusters Score -403210.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -403239.968750 Penalty: 4184.677734
	Iteration 14Q: 3 clusters Score -403240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -403266.031250 Penalty: 4184.677734
	Iteration 15Q: 3 clusters Score -403266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -403286.125000 Penalty: 4184.677734
	Iteration 16Q: 3 clusters Score -403286.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -403307.750000 Penalty: 4184.677734
	Iteration 17Q: 3 clusters Score -403307.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -403323.093750 Penalty: 4184.677734
	Iteration 18Q: 3 clusters Score -403323.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -403343.062500 Penalty: 4184.677734
	Iteration 19Q: 3 clusters Score -403343.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -403352.281250 Penalty: 4184.677734
	Iteration 20F: 3 clusters Score -403352.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -403363.406250 Penalty: 4184.677734
	Iteration 21Q: 3 clusters Score -403363.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -403374.968750 Penalty: 4184.677734
	Iteration 22Q: 3 clusters Score -403375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -403382.156250 Penalty: 4184.677734
	Iteration 23Q: 3 clusters Score -403382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -403384.468750 Penalty: 4184.677734
	Iteration 24Q: 3 clusters Score -403384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -403389.187500 Penalty: 4184.677734
	Iteration 25Q: 3 clusters Score -403389.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -403395.343750 Penalty: 4184.677734
	Iteration 26Q: 3 clusters Score -403395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -403397.812500 Penalty: 4184.677734
	Iteration 27Q: 3 clusters Score -403397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -403402.031250 Penalty: 4184.677734
	Iteration 28Q: 3 clusters Score -403402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -403404.937500 Penalty: 4184.677734
	Iteration 29Q: 3 clusters Score -403404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -403407.750000 Penalty: 4184.677734
	Iteration 30Q: 3 clusters Score -403407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -403412.406250 Penalty: 4184.677734
	Iteration 31Q: 3 clusters Score -403412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -403414.406250 Penalty: 4184.677734
	Iteration 32Q: 3 clusters Score -403414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -403416.281250 Penalty: 4184.677734
	Iteration 33Q: 3 clusters Score -403416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -403417.218750 Penalty: 4184.677734
	Iteration 34Q: 3 clusters Score -403417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -403420.593750 Penalty: 4184.677734
	Iteration 35Q: 3 clusters Score -403420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -403421.312500 Penalty: 4184.677734
	Iteration 36Q: 3 clusters Score -403421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -403422.656250 Penalty: 4184.677734
	Iteration 37Q: 3 clusters Score -403422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -403422.656250 Penalty: 4184.677734
	Iteration 38F: 3 clusters Score -403422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -371333.500000 Penalty: 2095.437012
	Iteration 0F: 2 clusters Score -371333.5 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 2308 members 
Entering Unmasked Estep 
Score: -367020.437500 Penalty: 4190.874023
	Iteration 0F: 3 clusters Score -367020.4 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -368083.968750 Penalty: 4190.874023
	Iteration 1F: 3 clusters Score -368084 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -368293.718750 Penalty: 4190.874023
	Iteration 2F: 3 clusters Score -368293.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -368401.125000 Penalty: 4190.874023
	Iteration 3Q: 3 clusters Score -368401.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -368479.875000 Penalty: 4190.874023
	Iteration 4Q: 3 clusters Score -368479.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -368540.093750 Penalty: 4190.874023
	Iteration 5Q: 3 clusters Score -368540.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -368580.937500 Penalty: 4190.874023
	Iteration 6Q: 3 clusters Score -368580.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -368611.968750 Penalty: 4190.874023
	Iteration 7Q: 3 clusters Score -368612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -368639.125000 Penalty: 4190.874023
	Iteration 8Q: 3 clusters Score -368639.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -368674.531250 Penalty: 4190.874023
	Iteration 9Q: 3 clusters Score -368674.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -368712.500000 Penalty: 4190.874023
	Iteration 10Q: 3 clusters Score -368712.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -368762.468750 Penalty: 4190.874023
	Iteration 11Q: 3 clusters Score -368762.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -368816.406250 Penalty: 4190.874023
	Iteration 12Q: 3 clusters Score -368816.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -368878.343750 Penalty: 4190.874023
	Iteration 13Q: 3 clusters Score -368878.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -368948.125000 Penalty: 4190.874023
	Iteration 14Q: 3 clusters Score -368948.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -369017.125000 Penalty: 4190.874023
	Iteration 15Q: 3 clusters Score -369017.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -369085.718750 Penalty: 4190.874023
	Iteration 16Q: 3 clusters Score -369085.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -369157.062500 Penalty: 4190.874023
	Iteration 17Q: 3 clusters Score -369157.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -369244.906250 Penalty: 4190.874023
	Iteration 18Q: 3 clusters Score -369244.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -369334.156250 Penalty: 4190.874023
	Iteration 19Q: 3 clusters Score -369334.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -369420.406250 Penalty: 4190.874023
	Iteration 20F: 3 clusters Score -369420.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -369517.500000 Penalty: 4190.874023
	Iteration 21Q: 3 clusters Score -369517.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -369626.656250 Penalty: 4190.874023
	Iteration 22Q: 3 clusters Score -369626.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -369729.343750 Penalty: 4190.874023
	Iteration 23Q: 3 clusters Score -369729.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -369837.593750 Penalty: 4190.874023
	Iteration 24Q: 3 clusters Score -369837.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -369904.843750 Penalty: 4190.874023
	Iteration 25Q: 3 clusters Score -369904.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -369946.218750 Penalty: 4190.874023
	Iteration 26Q: 3 clusters Score -369946.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -369971.406250 Penalty: 4190.874023
	Iteration 27Q: 3 clusters Score -369971.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -369989.031250 Penalty: 4190.874023
	Iteration 28Q: 3 clusters Score -369989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -370003.531250 Penalty: 4190.874023
	Iteration 29Q: 3 clusters Score -370003.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -370013.750000 Penalty: 4190.874023
	Iteration 30Q: 3 clusters Score -370013.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -370019.875000 Penalty: 4190.874023
	Iteration 31Q: 3 clusters Score -370019.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -370022.031250 Penalty: 4190.874023
	Iteration 32Q: 3 clusters Score -370022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -370023.781250 Penalty: 4190.874023
	Iteration 33Q: 3 clusters Score -370023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -370024.093750 Penalty: 4190.874023
	Iteration 34Q: 3 clusters Score -370024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -370026.750000 Penalty: 4190.874023
	Iteration 35Q: 3 clusters Score -370026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -370026.812500 Penalty: 4190.874023
	Iteration 36Q: 3 clusters Score -370026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -370027.812500 Penalty: 4190.874023
	Iteration 37Q: 3 clusters Score -370027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -370029.031250 Penalty: 4190.874023
	Iteration 38Q: 3 clusters Score -370029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -370029.750000 Penalty: 4190.874023
	Iteration 39Q: 3 clusters Score -370029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -370029.187500 Penalty: 4190.874023
	Iteration 40F: 3 clusters Score -370029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Entering Unmasked Estep 
Score: -1347173.875000 Penalty: 2412.456055
	Iteration 0F: 2 clusters Score -1347174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1335185.250000 Penalty: 4824.912109
	Iteration 0F: 3 clusters Score -1335185 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1338998.750000 Penalty: 4824.912109
	Iteration 1F: 3 clusters Score -1338999 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1339389.875000 Penalty: 4824.912109
	Iteration 2F: 3 clusters Score -1339390 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1339696.875000 Penalty: 4824.912109
	Iteration 3Q: 3 clusters Score -1339697 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1339969.000000 Penalty: 4824.912109
	Iteration 4Q: 3 clusters Score -1339969 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1340272.500000 Penalty: 4824.912109
	Iteration 5Q: 3 clusters Score -1340272 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1340617.250000 Penalty: 4824.912109
	Iteration 6Q: 3 clusters Score -1340617 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1341054.000000 Penalty: 4824.912109
	Iteration 7Q: 3 clusters Score -1341054 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1341596.000000 Penalty: 4824.912109
	Iteration 8Q: 3 clusters Score -1341596 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1342318.875000 Penalty: 4824.912109
	Iteration 9F: 3 clusters Score -1342319 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1343093.250000 Penalty: 4824.912109
	Iteration 10F: 3 clusters Score -1343093 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1343763.000000 Penalty: 4824.912109
	Iteration 11Q: 3 clusters Score -1343763 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1344209.875000 Penalty: 4824.912109
	Iteration 12Q: 3 clusters Score -1344210 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1344541.750000 Penalty: 4824.912109
	Iteration 13Q: 3 clusters Score -1344542 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1344742.000000 Penalty: 4824.912109
	Iteration 14Q: 3 clusters Score -1344742 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1344850.625000 Penalty: 4824.912109
	Iteration 15Q: 3 clusters Score -1344851 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1344925.750000 Penalty: 4824.912109
	Iteration 16Q: 3 clusters Score -1344926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1344971.000000 Penalty: 4824.912109
	Iteration 17Q: 3 clusters Score -1344971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1344996.125000 Penalty: 4824.912109
	Iteration 18Q: 3 clusters Score -1344996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1345012.625000 Penalty: 4824.912109
	Iteration 19Q: 3 clusters Score -1345013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1345019.750000 Penalty: 4824.912109
	Iteration 20F: 3 clusters Score -1345020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1345030.000000 Penalty: 4824.912109
	Iteration 21Q: 3 clusters Score -1345030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1345039.500000 Penalty: 4824.912109
	Iteration 22Q: 3 clusters Score -1345040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1345049.250000 Penalty: 4824.912109
	Iteration 23Q: 3 clusters Score -1345049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1345061.375000 Penalty: 4824.912109
	Iteration 24Q: 3 clusters Score -1345061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1345066.000000 Penalty: 4824.912109
	Iteration 25Q: 3 clusters Score -1345066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1345072.750000 Penalty: 4824.912109
	Iteration 26Q: 3 clusters Score -1345073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1345075.000000 Penalty: 4824.912109
	Iteration 27Q: 3 clusters Score -1345075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1345078.625000 Penalty: 4824.912109
	Iteration 28Q: 3 clusters Score -1345079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1345077.875000 Penalty: 4824.912109
	Iteration 29Q: 3 clusters Score -1345078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1345080.875000 Penalty: 4824.912109
	Iteration 30Q: 3 clusters Score -1345081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1345080.250000 Penalty: 4824.912109
	Iteration 31Q: 3 clusters Score -1345080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1345080.250000 Penalty: 4824.912109
	Iteration 32F: 3 clusters Score -1345080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -146580.421875 Penalty: 1889.204346
	Iteration 0F: 2 clusters Score -146580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -143968.453125 Penalty: 3778.408691
	Iteration 0F: 3 clusters Score -143968.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -144508.156250 Penalty: 3778.408691
	Iteration 1F: 3 clusters Score -144508.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -144728.703125 Penalty: 3778.408691
	Iteration 2F: 3 clusters Score -144728.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144879.500000 Penalty: 3778.408691
	Iteration 3F: 3 clusters Score -144879.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -144956.171875 Penalty: 3778.408691
	Iteration 4Q: 3 clusters Score -144956.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -145003.093750 Penalty: 3778.408691
	Iteration 5Q: 3 clusters Score -145003.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -145044.500000 Penalty: 3778.408691
	Iteration 6Q: 3 clusters Score -145044.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -145072.906250 Penalty: 3778.408691
	Iteration 7Q: 3 clusters Score -145072.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145098.109375 Penalty: 3778.408691
	Iteration 8Q: 3 clusters Score -145098.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -145116.703125 Penalty: 3778.408691
	Iteration 9Q: 3 clusters Score -145116.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145136.781250 Penalty: 3778.408691
	Iteration 10Q: 3 clusters Score -145136.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -145159.906250 Penalty: 3778.408691
	Iteration 11Q: 3 clusters Score -145159.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145180.421875 Penalty: 3778.408691
	Iteration 12Q: 3 clusters Score -145180.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145195.718750 Penalty: 3778.408691
	Iteration 13Q: 3 clusters Score -145195.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145216.203125 Penalty: 3778.408691
	Iteration 14Q: 3 clusters Score -145216.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145240.812500 Penalty: 3778.408691
	Iteration 15Q: 3 clusters Score -145240.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -145264.828125 Penalty: 3778.408691
	Iteration 16Q: 3 clusters Score -145264.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145293.875000 Penalty: 3778.408691
	Iteration 17Q: 3 clusters Score -145293.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145311.281250 Penalty: 3778.408691
	Iteration 18Q: 3 clusters Score -145311.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145326.656250 Penalty: 3778.408691
	Iteration 19Q: 3 clusters Score -145326.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145343.625000 Penalty: 3778.408691
	Iteration 20F: 3 clusters Score -145343.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145356.531250 Penalty: 3778.408691
	Iteration 21Q: 3 clusters Score -145356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145364.687500 Penalty: 3778.408691
	Iteration 22Q: 3 clusters Score -145364.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145369.859375 Penalty: 3778.408691
	Iteration 23Q: 3 clusters Score -145369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145371.921875 Penalty: 3778.408691
	Iteration 24Q: 3 clusters Score -145371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145371.921875 Penalty: 3778.408691
	Iteration 25F: 3 clusters Score -145371.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Entering Unmasked Estep 
Score: -1392327.375000 Penalty: 2413.665283
	Iteration 0F: 2 clusters Score -1392327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1380212.125000 Penalty: 4827.330566
	Iteration 0F: 3 clusters Score -1380212 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1384150.625000 Penalty: 4827.330566
	Iteration 1F: 3 clusters Score -1384151 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1384529.125000 Penalty: 4827.330566
	Iteration 2F: 3 clusters Score -1384529 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1384822.625000 Penalty: 4827.330566
	Iteration 3Q: 3 clusters Score -1384823 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1385070.750000 Penalty: 4827.330566
	Iteration 4Q: 3 clusters Score -1385071 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1385338.750000 Penalty: 4827.330566
	Iteration 5Q: 3 clusters Score -1385339 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1385637.625000 Penalty: 4827.330566
	Iteration 6Q: 3 clusters Score -1385638 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1386032.750000 Penalty: 4827.330566
	Iteration 7Q: 3 clusters Score -1386033 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1386515.625000 Penalty: 4827.330566
	Iteration 8Q: 3 clusters Score -1386516 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1387117.250000 Penalty: 4827.330566
	Iteration 9F: 3 clusters Score -1387117 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1387801.500000 Penalty: 4827.330566
	Iteration 10F: 3 clusters Score -1387802 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1388425.125000 Penalty: 4827.330566
	Iteration 11F: 3 clusters Score -1388425 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1388926.625000 Penalty: 4827.330566
	Iteration 12Q: 3 clusters Score -1388927 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1389355.375000 Penalty: 4827.330566
	Iteration 13Q: 3 clusters Score -1389355 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1389685.625000 Penalty: 4827.330566
	Iteration 14Q: 3 clusters Score -1389686 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1389919.750000 Penalty: 4827.330566
	Iteration 15Q: 3 clusters Score -1389920 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1390100.125000 Penalty: 4827.330566
	Iteration 16Q: 3 clusters Score -1390100 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1390246.500000 Penalty: 4827.330566
	Iteration 17Q: 3 clusters Score -1390246 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1390377.125000 Penalty: 4827.330566
	Iteration 18Q: 3 clusters Score -1390377 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1390478.500000 Penalty: 4827.330566
	Iteration 19Q: 3 clusters Score -1390478 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1390567.125000 Penalty: 4827.330566
	Iteration 20F: 3 clusters Score -1390567 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1390631.875000 Penalty: 4827.330566
	Iteration 21Q: 3 clusters Score -1390632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1390689.750000 Penalty: 4827.330566
	Iteration 22Q: 3 clusters Score -1390690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1390724.250000 Penalty: 4827.330566
	Iteration 23Q: 3 clusters Score -1390724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1390764.250000 Penalty: 4827.330566
	Iteration 24Q: 3 clusters Score -1390764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1390790.375000 Penalty: 4827.330566
	Iteration 25Q: 3 clusters Score -1390790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1390810.875000 Penalty: 4827.330566
	Iteration 26Q: 3 clusters Score -1390811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1390833.000000 Penalty: 4827.330566
	Iteration 27Q: 3 clusters Score -1390833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1390842.000000 Penalty: 4827.330566
	Iteration 28Q: 3 clusters Score -1390842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1390862.625000 Penalty: 4827.330566
	Iteration 29Q: 3 clusters Score -1390863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1390874.875000 Penalty: 4827.330566
	Iteration 30Q: 3 clusters Score -1390875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1390878.625000 Penalty: 4827.330566
	Iteration 31Q: 3 clusters Score -1390879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1390881.250000 Penalty: 4827.330566
	Iteration 32Q: 3 clusters Score -1390881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1390881.250000 Penalty: 4827.330566
	Iteration 33Q: 3 clusters Score -1390881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1390885.625000 Penalty: 4827.330566
	Iteration 34Q: 3 clusters Score -1390886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1390887.625000 Penalty: 4827.330566
	Iteration 35Q: 3 clusters Score -1390888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1390884.875000 Penalty: 4827.330566
	Iteration 36Q: 3 clusters Score -1390885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1390888.750000 Penalty: 4827.330566
	Iteration 37Q: 3 clusters Score -1390889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1390890.375000 Penalty: 4827.330566
	Iteration 38Q: 3 clusters Score -1390890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1390887.125000 Penalty: 4827.330566
	Iteration 39Q: 3 clusters Score -1390887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1390890.375000 Penalty: 4827.330566
	Iteration 40F: 3 clusters Score -1390890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1390891.250000 Penalty: 4827.330566
	Iteration 41Q: 3 clusters Score -1390891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1390891.125000 Penalty: 4827.330566
	Iteration 42Q: 3 clusters Score -1390891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1390893.250000 Penalty: 4827.330566
	Iteration 43Q: 3 clusters Score -1390893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1390894.500000 Penalty: 4827.330566
	Iteration 44Q: 3 clusters Score -1390894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1390894.500000 Penalty: 4827.330566
	Iteration 45Q: 3 clusters Score -1390894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1390894.500000 Penalty: 4827.330566
	Iteration 46F: 3 clusters Score -1390894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Entering Unmasked Estep 
Score: -3467041.250000 Penalty: 2629.793945
	Iteration 0F: 2 clusters Score -3467041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3439673.250000 Penalty: 5259.587891
	Iteration 0F: 3 clusters Score -3439673 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3449969.250000 Penalty: 5259.587891
	Iteration 1F: 3 clusters Score -3449969 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3450794.750000 Penalty: 5259.587891
	Iteration 2F: 3 clusters Score -3450795 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3451783.000000 Penalty: 5259.587891
	Iteration 3F: 3 clusters Score -3451783 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3452931.250000 Penalty: 5259.587891
	Iteration 4F: 3 clusters Score -3452931 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3454321.000000 Penalty: 5259.587891
	Iteration 5F: 3 clusters Score -3454321 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3455957.500000 Penalty: 5259.587891
	Iteration 6F: 3 clusters Score -3455958 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3457697.750000 Penalty: 5259.587891
	Iteration 7F: 3 clusters Score -3457698 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -3459445.750000 Penalty: 5259.587891
	Iteration 8F: 3 clusters Score -3459446 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3461009.500000 Penalty: 5259.587891
	Iteration 9Q: 3 clusters Score -3461010 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -3462292.500000 Penalty: 5259.587891
	Iteration 10Q: 3 clusters Score -3462292 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -3463154.750000 Penalty: 5259.587891
	Iteration 11Q: 3 clusters Score -3463155 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -3463773.000000 Penalty: 5259.587891
	Iteration 12Q: 3 clusters Score -3463773 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -3464142.000000 Penalty: 5259.587891
	Iteration 13Q: 3 clusters Score -3464142 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -3464410.500000 Penalty: 5259.587891
	Iteration 14Q: 3 clusters Score -3464410 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -3464578.250000 Penalty: 5259.587891
	Iteration 15Q: 3 clusters Score -3464578 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -3464670.750000 Penalty: 5259.587891
	Iteration 16Q: 3 clusters Score -3464671 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -3464741.250000 Penalty: 5259.587891
	Iteration 17Q: 3 clusters Score -3464741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -3464791.750000 Penalty: 5259.587891
	Iteration 18Q: 3 clusters Score -3464792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -3464813.500000 Penalty: 5259.587891
	Iteration 19Q: 3 clusters Score -3464814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -3464826.750000 Penalty: 5259.587891
	Iteration 20F: 3 clusters Score -3464827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -3464866.250000 Penalty: 5259.587891
	Iteration 21Q: 3 clusters Score -3464866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -3464885.250000 Penalty: 5259.587891
	Iteration 22Q: 3 clusters Score -3464885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -3464890.250000 Penalty: 5259.587891
	Iteration 23Q: 3 clusters Score -3464890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -3464909.000000 Penalty: 5259.587891
	Iteration 24Q: 3 clusters Score -3464909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -3464925.250000 Penalty: 5259.587891
	Iteration 25Q: 3 clusters Score -3464925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -3464920.500000 Penalty: 5259.587891
	Iteration 26Q: 3 clusters Score -3464920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -3464932.000000 Penalty: 5259.587891
	Iteration 27Q: 3 clusters Score -3464932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -3464934.000000 Penalty: 5259.587891
	Iteration 28Q: 3 clusters Score -3464934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -3464935.750000 Penalty: 5259.587891
	Iteration 29Q: 3 clusters Score -3464936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -3464943.500000 Penalty: 5259.587891
	Iteration 30Q: 3 clusters Score -3464944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -3464945.750000 Penalty: 5259.587891
	Iteration 31Q: 3 clusters Score -3464946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -3464949.250000 Penalty: 5259.587891
	Iteration 32Q: 3 clusters Score -3464949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -3464946.500000 Penalty: 5259.587891
	Iteration 33Q: 3 clusters Score -3464946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -3464949.500000 Penalty: 5259.587891
	Iteration 34Q: 3 clusters Score -3464950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -3464957.250000 Penalty: 5259.587891
	Iteration 35Q: 3 clusters Score -3464957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -3464952.500000 Penalty: 5259.587891
	Iteration 36Q: 3 clusters Score -3464952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -3464967.250000 Penalty: 5259.587891
	Iteration 37Q: 3 clusters Score -3464967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -3464963.250000 Penalty: 5259.587891
	Iteration 38Q: 3 clusters Score -3464963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -3464967.750000 Penalty: 5259.587891
	Iteration 39Q: 3 clusters Score -3464968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -3464969.250000 Penalty: 5259.587891
	Iteration 40F: 3 clusters Score -3464969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -3464977.500000 Penalty: 5259.587891
	Iteration 41Q: 3 clusters Score -3464978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -3464976.250000 Penalty: 5259.587891
	Iteration 42Q: 3 clusters Score -3464976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -3464978.750000 Penalty: 5259.587891
	Iteration 43Q: 3 clusters Score -3464979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -3464979.500000 Penalty: 5259.587891
	Iteration 44Q: 3 clusters Score -3464980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -3464976.500000 Penalty: 5259.587891
	Iteration 45Q: 3 clusters Score -3464976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -3464980.750000 Penalty: 5259.587891
	Iteration 46Q: 3 clusters Score -3464981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -3464981.750000 Penalty: 5259.587891
	Iteration 47Q: 3 clusters Score -3464982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -3464995.000000 Penalty: 5259.587891
	Iteration 48Q: 3 clusters Score -3464995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -3464983.500000 Penalty: 5259.587891
	Iteration 49Q: 3 clusters Score -3464984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -3464993.250000 Penalty: 5259.587891
	Iteration 50Q: 3 clusters Score -3464993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -3464988.500000 Penalty: 5259.587891
	Iteration 51Q: 3 clusters Score -3464988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -3464990.000000 Penalty: 5259.587891
	Iteration 52Q: 3 clusters Score -3464990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -3464991.750000 Penalty: 5259.587891
	Iteration 53Q: 3 clusters Score -3464992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -3464993.500000 Penalty: 5259.587891
	Iteration 54Q: 3 clusters Score -3464994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -3464995.250000 Penalty: 5259.587891
	Iteration 55Q: 3 clusters Score -3464995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -3464998.250000 Penalty: 5259.587891
	Iteration 56Q: 3 clusters Score -3464998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -3464999.250000 Penalty: 5259.587891
	Iteration 57Q: 3 clusters Score -3464999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3464995.750000 Penalty: 5259.587891
	Iteration 58Q: 3 clusters Score -3464996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3464996.750000 Penalty: 5259.587891
	Iteration 59Q: 3 clusters Score -3464997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -3464998.750000 Penalty: 5259.587891
	Iteration 60F: 3 clusters Score -3464999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -3464999.750000 Penalty: 5259.587891
	Iteration 61Q: 3 clusters Score -3465000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -3465002.500000 Penalty: 5259.587891
	Iteration 62Q: 3 clusters Score -3465002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -3465003.250000 Penalty: 5259.587891
	Iteration 63Q: 3 clusters Score -3465003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3464998.500000 Penalty: 5259.587891
	Iteration 64Q: 3 clusters Score -3464998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -3464999.500000 Penalty: 5259.587891
	Iteration 65Q: 3 clusters Score -3465000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -3464997.750000 Penalty: 5259.587891
	Iteration 66Q: 3 clusters Score -3464998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -3465001.000000 Penalty: 5259.587891
	Iteration 67Q: 3 clusters Score -3465001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -3464999.000000 Penalty: 5259.587891
	Iteration 68Q: 3 clusters Score -3464999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -3465001.250000 Penalty: 5259.587891
	Iteration 69Q: 3 clusters Score -3465001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -3465002.250000 Penalty: 5259.587891
	Iteration 70Q: 3 clusters Score -3465002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3465002.500000 Penalty: 5259.587891
	Iteration 71Q: 3 clusters Score -3465002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -3465007.000000 Penalty: 5259.587891
	Iteration 72Q: 3 clusters Score -3465007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -3465004.750000 Penalty: 5259.587891
	Iteration 73Q: 3 clusters Score -3465005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -3465009.000000 Penalty: 5259.587891
	Iteration 74Q: 3 clusters Score -3465009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -3465010.500000 Penalty: 5259.587891
	Iteration 75Q: 3 clusters Score -3465010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -3465009.750000 Penalty: 5259.587891
	Iteration 76Q: 3 clusters Score -3465010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -3465011.750000 Penalty: 5259.587891
	Iteration 77Q: 3 clusters Score -3465012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -3465008.250000 Penalty: 5259.587891
	Iteration 78Q: 3 clusters Score -3465008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3465008.250000 Penalty: 5259.587891
	Iteration 79Q: 3 clusters Score -3465008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -3465005.250000 Penalty: 5259.587891
	Iteration 80F: 3 clusters Score -3465005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Entering Unmasked Estep 
Score: -886888.000000 Penalty: 2286.533691
	Iteration 0F: 2 clusters Score -886888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -879188.437500 Penalty: 4573.067383
	Iteration 0F: 3 clusters Score -879188.4 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -881484.750000 Penalty: 4573.067383
	Iteration 1F: 3 clusters Score -881484.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -881757.875000 Penalty: 4573.067383
	Iteration 2F: 3 clusters Score -881757.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -881974.375000 Penalty: 4573.067383
	Iteration 3Q: 3 clusters Score -881974.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -882168.062500 Penalty: 4573.067383
	Iteration 4Q: 3 clusters Score -882168.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -882407.000000 Penalty: 4573.067383
	Iteration 5Q: 3 clusters Score -882407 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -882672.062500 Penalty: 4573.067383
	Iteration 6Q: 3 clusters Score -882672.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -882994.750000 Penalty: 4573.067383
	Iteration 7Q: 3 clusters Score -882994.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -883326.750000 Penalty: 4573.067383
	Iteration 8Q: 3 clusters Score -883326.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -883651.625000 Penalty: 4573.067383
	Iteration 9Q: 3 clusters Score -883651.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -883984.125000 Penalty: 4573.067383
	Iteration 10Q: 3 clusters Score -883984.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -884247.812500 Penalty: 4573.067383
	Iteration 11Q: 3 clusters Score -884247.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -884465.937500 Penalty: 4573.067383
	Iteration 12Q: 3 clusters Score -884465.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -884601.625000 Penalty: 4573.067383
	Iteration 13Q: 3 clusters Score -884601.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -884696.000000 Penalty: 4573.067383
	Iteration 14Q: 3 clusters Score -884696 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -884763.312500 Penalty: 4573.067383
	Iteration 15Q: 3 clusters Score -884763.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -884816.625000 Penalty: 4573.067383
	Iteration 16Q: 3 clusters Score -884816.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -884865.875000 Penalty: 4573.067383
	Iteration 17Q: 3 clusters Score -884865.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -884898.875000 Penalty: 4573.067383
	Iteration 18Q: 3 clusters Score -884898.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -884918.312500 Penalty: 4573.067383
	Iteration 19Q: 3 clusters Score -884918.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -884936.562500 Penalty: 4573.067383
	Iteration 20F: 3 clusters Score -884936.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -884950.937500 Penalty: 4573.067383
	Iteration 21Q: 3 clusters Score -884950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -884960.375000 Penalty: 4573.067383
	Iteration 22Q: 3 clusters Score -884960.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -884966.750000 Penalty: 4573.067383
	Iteration 23Q: 3 clusters Score -884966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -884972.062500 Penalty: 4573.067383
	Iteration 24Q: 3 clusters Score -884972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -884973.750000 Penalty: 4573.067383
	Iteration 25Q: 3 clusters Score -884973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -884973.750000 Penalty: 4573.067383
	Iteration 26F: 3 clusters Score -884973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -409005.375000 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -409005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -404677.343750 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -404677.3 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -405699.093750 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -405699.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -405936.031250 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -405936 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -406055.281250 Penalty: 4189.278809
	Iteration 3F: 3 clusters Score -406055.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -406130.093750 Penalty: 4189.278809
	Iteration 4Q: 3 clusters Score -406130.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -406200.656250 Penalty: 4189.278809
	Iteration 5Q: 3 clusters Score -406200.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -406255.281250 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -406255.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -406304.218750 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -406304.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -406354.562500 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -406354.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -406389.312500 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -406389.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -406421.500000 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -406421.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -406459.843750 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -406459.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -406501.625000 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -406501.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -406547.562500 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -406547.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -406594.031250 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -406594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -406629.156250 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -406629.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -406674.031250 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -406674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -406708.843750 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -406708.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -406733.156250 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -406733.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -406754.968750 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -406755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -406773.937500 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -406773.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -406792.562500 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -406792.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -406810.281250 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -406810.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -406823.656250 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -406823.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -406834.250000 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -406834.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -406845.156250 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -406845.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -406854.843750 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -406854.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -406865.218750 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -406865.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -406874.468750 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -406874.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -406887.250000 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -406887.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -406894.500000 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -406894.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -406902.843750 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -406902.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -406914.718750 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -406914.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -406932.843750 Penalty: 4189.278809
	Iteration 33Q: 3 clusters Score -406932.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -406953.468750 Penalty: 4189.278809
	Iteration 34Q: 3 clusters Score -406953.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -406969.343750 Penalty: 4189.278809
	Iteration 35Q: 3 clusters Score -406969.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -406984.250000 Penalty: 4189.278809
	Iteration 36Q: 3 clusters Score -406984.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -406997.843750 Penalty: 4189.278809
	Iteration 37Q: 3 clusters Score -406997.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -407007.500000 Penalty: 4189.278809
	Iteration 38Q: 3 clusters Score -407007.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -407023.687500 Penalty: 4189.278809
	Iteration 39Q: 3 clusters Score -407023.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -407040.281250 Penalty: 4189.278809
	Iteration 40F: 3 clusters Score -407040.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -407052.156250 Penalty: 4189.278809
	Iteration 41Q: 3 clusters Score -407052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -407060.218750 Penalty: 4189.278809
	Iteration 42Q: 3 clusters Score -407060.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -407067.437500 Penalty: 4189.278809
	Iteration 43Q: 3 clusters Score -407067.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -407080.625000 Penalty: 4189.278809
	Iteration 44Q: 3 clusters Score -407080.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -407099.781250 Penalty: 4189.278809
	Iteration 45Q: 3 clusters Score -407099.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -407120.406250 Penalty: 4189.278809
	Iteration 46Q: 3 clusters Score -407120.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -407138.937500 Penalty: 4189.278809
	Iteration 47Q: 3 clusters Score -407138.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -407156.156250 Penalty: 4189.278809
	Iteration 48Q: 3 clusters Score -407156.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -407164.187500 Penalty: 4189.278809
	Iteration 49Q: 3 clusters Score -407164.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -407170.093750 Penalty: 4189.278809
	Iteration 50Q: 3 clusters Score -407170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -407174.312500 Penalty: 4189.278809
	Iteration 51Q: 3 clusters Score -407174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -407177.031250 Penalty: 4189.278809
	Iteration 52Q: 3 clusters Score -407177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -407177.031250 Penalty: 4189.278809
	Iteration 53F: 3 clusters Score -407177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -293087.843750 Penalty: 2030.104980
	Iteration 0F: 2 clusters Score -293087.8 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 1783 members 
Entering Unmasked Estep 
Score: -289451.906250 Penalty: 4060.209961
	Iteration 0F: 3 clusters Score -289451.9 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -290244.812500 Penalty: 4060.209961
	Iteration 1F: 3 clusters Score -290244.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -290418.656250 Penalty: 4060.209961
	Iteration 2F: 3 clusters Score -290418.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -290501.750000 Penalty: 4060.209961
	Iteration 3Q: 3 clusters Score -290501.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -290555.437500 Penalty: 4060.209961
	Iteration 4Q: 3 clusters Score -290555.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -290596.875000 Penalty: 4060.209961
	Iteration 5Q: 3 clusters Score -290596.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -290627.218750 Penalty: 4060.209961
	Iteration 6Q: 3 clusters Score -290627.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -290649.937500 Penalty: 4060.209961
	Iteration 7Q: 3 clusters Score -290649.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -290669.531250 Penalty: 4060.209961
	Iteration 8Q: 3 clusters Score -290669.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -290682.218750 Penalty: 4060.209961
	Iteration 9Q: 3 clusters Score -290682.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -290694.656250 Penalty: 4060.209961
	Iteration 10Q: 3 clusters Score -290694.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -290704.750000 Penalty: 4060.209961
	Iteration 11Q: 3 clusters Score -290704.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -290710.750000 Penalty: 4060.209961
	Iteration 12Q: 3 clusters Score -290710.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -290722.375000 Penalty: 4060.209961
	Iteration 13Q: 3 clusters Score -290722.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -290733.156250 Penalty: 4060.209961
	Iteration 14Q: 3 clusters Score -290733.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -290743.468750 Penalty: 4060.209961
	Iteration 15Q: 3 clusters Score -290743.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -290757.500000 Penalty: 4060.209961
	Iteration 16Q: 3 clusters Score -290757.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -290772.187500 Penalty: 4060.209961
	Iteration 17Q: 3 clusters Score -290772.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -290782.593750 Penalty: 4060.209961
	Iteration 18Q: 3 clusters Score -290782.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -290791.656250 Penalty: 4060.209961
	Iteration 19Q: 3 clusters Score -290791.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -290799.875000 Penalty: 4060.209961
	Iteration 20F: 3 clusters Score -290799.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -290811.406250 Penalty: 4060.209961
	Iteration 21Q: 3 clusters Score -290811.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -290822.906250 Penalty: 4060.209961
	Iteration 22Q: 3 clusters Score -290822.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -290830.718750 Penalty: 4060.209961
	Iteration 23Q: 3 clusters Score -290830.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -290837.656250 Penalty: 4060.209961
	Iteration 24Q: 3 clusters Score -290837.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -290843.500000 Penalty: 4060.209961
	Iteration 25Q: 3 clusters Score -290843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -290848.750000 Penalty: 4060.209961
	Iteration 26Q: 3 clusters Score -290848.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -290855.687500 Penalty: 4060.209961
	Iteration 27Q: 3 clusters Score -290855.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -290862.281250 Penalty: 4060.209961
	Iteration 28Q: 3 clusters Score -290862.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -290871.031250 Penalty: 4060.209961
	Iteration 29Q: 3 clusters Score -290871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -290882.500000 Penalty: 4060.209961
	Iteration 30Q: 3 clusters Score -290882.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290888.687500 Penalty: 4060.209961
	Iteration 31Q: 3 clusters Score -290888.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -290895.406250 Penalty: 4060.209961
	Iteration 32Q: 3 clusters Score -290895.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -290900.937500 Penalty: 4060.209961
	Iteration 33Q: 3 clusters Score -290900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -290904.656250 Penalty: 4060.209961
	Iteration 34Q: 3 clusters Score -290904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -290906.000000 Penalty: 4060.209961
	Iteration 35Q: 3 clusters Score -290906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -290907.187500 Penalty: 4060.209961
	Iteration 36Q: 3 clusters Score -290907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -290911.468750 Penalty: 4060.209961
	Iteration 37Q: 3 clusters Score -290911.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -290914.968750 Penalty: 4060.209961
	Iteration 38Q: 3 clusters Score -290915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -290917.937500 Penalty: 4060.209961
	Iteration 39Q: 3 clusters Score -290917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -290919.531250 Penalty: 4060.209961
	Iteration 40F: 3 clusters Score -290919.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -290921.531250 Penalty: 4060.209961
	Iteration 41Q: 3 clusters Score -290921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -290922.906250 Penalty: 4060.209961
	Iteration 42Q: 3 clusters Score -290922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -290923.343750 Penalty: 4060.209961
	Iteration 43Q: 3 clusters Score -290923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -290926.312500 Penalty: 4060.209961
	Iteration 44Q: 3 clusters Score -290926.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -290929.437500 Penalty: 4060.209961
	Iteration 45Q: 3 clusters Score -290929.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -290931.468750 Penalty: 4060.209961
	Iteration 46Q: 3 clusters Score -290931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -290935.031250 Penalty: 4060.209961
	Iteration 47Q: 3 clusters Score -290935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -290936.156250 Penalty: 4060.209961
	Iteration 48Q: 3 clusters Score -290936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -290937.468750 Penalty: 4060.209961
	Iteration 49Q: 3 clusters Score -290937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -290939.250000 Penalty: 4060.209961
	Iteration 50Q: 3 clusters Score -290939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -290941.125000 Penalty: 4060.209961
	Iteration 51Q: 3 clusters Score -290941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290943.218750 Penalty: 4060.209961
	Iteration 52Q: 3 clusters Score -290943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -290947.031250 Penalty: 4060.209961
	Iteration 53Q: 3 clusters Score -290947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -290952.937500 Penalty: 4060.209961
	Iteration 54Q: 3 clusters Score -290952.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -290958.437500 Penalty: 4060.209961
	Iteration 55Q: 3 clusters Score -290958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -290961.875000 Penalty: 4060.209961
	Iteration 56Q: 3 clusters Score -290961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -290964.062500 Penalty: 4060.209961
	Iteration 57Q: 3 clusters Score -290964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -290967.500000 Penalty: 4060.209961
	Iteration 58Q: 3 clusters Score -290967.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -290972.468750 Penalty: 4060.209961
	Iteration 59Q: 3 clusters Score -290972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -290975.343750 Penalty: 4060.209961
	Iteration 60F: 3 clusters Score -290975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -290977.843750 Penalty: 4060.209961
	Iteration 61Q: 3 clusters Score -290977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -290980.250000 Penalty: 4060.209961
	Iteration 62Q: 3 clusters Score -290980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -290983.406250 Penalty: 4060.209961
	Iteration 63Q: 3 clusters Score -290983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -290990.500000 Penalty: 4060.209961
	Iteration 64Q: 3 clusters Score -290990.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -290997.250000 Penalty: 4060.209961
	Iteration 65Q: 3 clusters Score -290997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -291006.718750 Penalty: 4060.209961
	Iteration 66Q: 3 clusters Score -291006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291012.437500 Penalty: 4060.209961
	Iteration 67Q: 3 clusters Score -291012.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -291017.000000 Penalty: 4060.209961
	Iteration 68Q: 3 clusters Score -291017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -291020.625000 Penalty: 4060.209961
	Iteration 69Q: 3 clusters Score -291020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -291024.093750 Penalty: 4060.209961
	Iteration 70Q: 3 clusters Score -291024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -291029.250000 Penalty: 4060.209961
	Iteration 71Q: 3 clusters Score -291029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291032.531250 Penalty: 4060.209961
	Iteration 72Q: 3 clusters Score -291032.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -291037.000000 Penalty: 4060.209961
	Iteration 73Q: 3 clusters Score -291037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -291045.062500 Penalty: 4060.209961
	Iteration 74Q: 3 clusters Score -291045.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -291051.281250 Penalty: 4060.209961
	Iteration 75Q: 3 clusters Score -291051.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -291055.562500 Penalty: 4060.209961
	Iteration 76Q: 3 clusters Score -291055.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -291057.468750 Penalty: 4060.209961
	Iteration 77Q: 3 clusters Score -291057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -291060.031250 Penalty: 4060.209961
	Iteration 78Q: 3 clusters Score -291060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -291065.718750 Penalty: 4060.209961
	Iteration 79Q: 3 clusters Score -291065.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -291069.531250 Penalty: 4060.209961
	Iteration 80F: 3 clusters Score -291069.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -291074.750000 Penalty: 4060.209961
	Iteration 81Q: 3 clusters Score -291074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -291079.250000 Penalty: 4060.209961
	Iteration 82Q: 3 clusters Score -291079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -291081.843750 Penalty: 4060.209961
	Iteration 83Q: 3 clusters Score -291081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -291085.000000 Penalty: 4060.209961
	Iteration 84Q: 3 clusters Score -291085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -291089.687500 Penalty: 4060.209961
	Iteration 85Q: 3 clusters Score -291089.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -291092.375000 Penalty: 4060.209961
	Iteration 86Q: 3 clusters Score -291092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -291095.156250 Penalty: 4060.209961
	Iteration 87Q: 3 clusters Score -291095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -291099.312500 Penalty: 4060.209961
	Iteration 88Q: 3 clusters Score -291099.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -291103.875000 Penalty: 4060.209961
	Iteration 89Q: 3 clusters Score -291103.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -291109.031250 Penalty: 4060.209961
	Iteration 90Q: 3 clusters Score -291109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -291114.031250 Penalty: 4060.209961
	Iteration 91Q: 3 clusters Score -291114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -291119.156250 Penalty: 4060.209961
	Iteration 92Q: 3 clusters Score -291119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -291126.125000 Penalty: 4060.209961
	Iteration 93Q: 3 clusters Score -291126.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -291134.156250 Penalty: 4060.209961
	Iteration 94Q: 3 clusters Score -291134.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -291139.906250 Penalty: 4060.209961
	Iteration 95Q: 3 clusters Score -291139.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -291148.750000 Penalty: 4060.209961
	Iteration 96Q: 3 clusters Score -291148.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -291152.843750 Penalty: 4060.209961
	Iteration 97Q: 3 clusters Score -291152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -291155.062500 Penalty: 4060.209961
	Iteration 98Q: 3 clusters Score -291155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -291158.343750 Penalty: 4060.209961
	Iteration 99Q: 3 clusters Score -291158.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -291163.437500 Penalty: 4060.209961
	Iteration 100F: 3 clusters Score -291163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -291166.375000 Penalty: 4060.209961
	Iteration 101Q: 3 clusters Score -291166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -291172.125000 Penalty: 4060.209961
	Iteration 102Q: 3 clusters Score -291172.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -291176.500000 Penalty: 4060.209961
	Iteration 103Q: 3 clusters Score -291176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -291181.250000 Penalty: 4060.209961
	Iteration 104Q: 3 clusters Score -291181.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -291188.375000 Penalty: 4060.209961
	Iteration 105Q: 3 clusters Score -291188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -291195.781250 Penalty: 4060.209961
	Iteration 106Q: 3 clusters Score -291195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -291201.093750 Penalty: 4060.209961
	Iteration 107Q: 3 clusters Score -291201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -291205.843750 Penalty: 4060.209961
	Iteration 108Q: 3 clusters Score -291205.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -291211.218750 Penalty: 4060.209961
	Iteration 109Q: 3 clusters Score -291211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -291214.562500 Penalty: 4060.209961
	Iteration 110Q: 3 clusters Score -291214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -291220.218750 Penalty: 4060.209961
	Iteration 111Q: 3 clusters Score -291220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -291221.750000 Penalty: 4060.209961
	Iteration 112Q: 3 clusters Score -291221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -291225.656250 Penalty: 4060.209961
	Iteration 113Q: 3 clusters Score -291225.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -291228.562500 Penalty: 4060.209961
	Iteration 114Q: 3 clusters Score -291228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -291230.968750 Penalty: 4060.209961
	Iteration 115Q: 3 clusters Score -291231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -291232.218750 Penalty: 4060.209961
	Iteration 116Q: 3 clusters Score -291232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -291232.968750 Penalty: 4060.209961
	Iteration 117Q: 3 clusters Score -291233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -291234.375000 Penalty: 4060.209961
	Iteration 118Q: 3 clusters Score -291234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -291236.750000 Penalty: 4060.209961
	Iteration 119Q: 3 clusters Score -291236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -291239.031250 Penalty: 4060.209961
	Iteration 120F: 3 clusters Score -291239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Entering Unmasked Estep 
Score: -2574886.750000 Penalty: 2556.454834
	Iteration 0F: 2 clusters Score -2574887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2554249.000000 Penalty: 5112.909668
	Iteration 0F: 3 clusters Score -2554249 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2561746.750000 Penalty: 5112.909668
	Iteration 1F: 3 clusters Score -2561747 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2562230.500000 Penalty: 5112.909668
	Iteration 2Q: 3 clusters Score -2562230 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2562663.250000 Penalty: 5112.909668
	Iteration 3Q: 3 clusters Score -2562663 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2563071.250000 Penalty: 5112.909668
	Iteration 4Q: 3 clusters Score -2563071 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2563479.500000 Penalty: 5112.909668
	Iteration 5Q: 3 clusters Score -2563480 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2563892.250000 Penalty: 5112.909668
	Iteration 6Q: 3 clusters Score -2563892 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2564270.500000 Penalty: 5112.909668
	Iteration 7Q: 3 clusters Score -2564270 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2564651.250000 Penalty: 5112.909668
	Iteration 8Q: 3 clusters Score -2564651 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2565089.250000 Penalty: 5112.909668
	Iteration 9Q: 3 clusters Score -2565089 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2565515.750000 Penalty: 5112.909668
	Iteration 10Q: 3 clusters Score -2565516 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2566012.500000 Penalty: 5112.909668
	Iteration 11Q: 3 clusters Score -2566012 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2566615.750000 Penalty: 5112.909668
	Iteration 12Q: 3 clusters Score -2566616 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2567336.000000 Penalty: 5112.909668
	Iteration 13Q: 3 clusters Score -2567336 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2568168.750000 Penalty: 5112.909668
	Iteration 14Q: 3 clusters Score -2568169 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2569119.750000 Penalty: 5112.909668
	Iteration 15Q: 3 clusters Score -2569120 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -2570047.000000 Penalty: 5112.909668
	Iteration 16Q: 3 clusters Score -2570047 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -2570819.500000 Penalty: 5112.909668
	Iteration 17Q: 3 clusters Score -2570820 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -2571466.000000 Penalty: 5112.909668
	Iteration 18Q: 3 clusters Score -2571466 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -2571931.000000 Penalty: 5112.909668
	Iteration 19Q: 3 clusters Score -2571931 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -2572235.000000 Penalty: 5112.909668
	Iteration 20F: 3 clusters Score -2572235 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -2572421.500000 Penalty: 5112.909668
	Iteration 21Q: 3 clusters Score -2572422 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -2572517.000000 Penalty: 5112.909668
	Iteration 22Q: 3 clusters Score -2572517 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -2572569.500000 Penalty: 5112.909668
	Iteration 23Q: 3 clusters Score -2572570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -2572620.250000 Penalty: 5112.909668
	Iteration 24Q: 3 clusters Score -2572620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -2572650.000000 Penalty: 5112.909668
	Iteration 25Q: 3 clusters Score -2572650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -2572675.750000 Penalty: 5112.909668
	Iteration 26Q: 3 clusters Score -2572676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -2572690.250000 Penalty: 5112.909668
	Iteration 27Q: 3 clusters Score -2572690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -2572708.750000 Penalty: 5112.909668
	Iteration 28Q: 3 clusters Score -2572709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -2572717.500000 Penalty: 5112.909668
	Iteration 29Q: 3 clusters Score -2572718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -2572728.250000 Penalty: 5112.909668
	Iteration 30Q: 3 clusters Score -2572728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -2572738.750000 Penalty: 5112.909668
	Iteration 31Q: 3 clusters Score -2572739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -2572743.750000 Penalty: 5112.909668
	Iteration 32Q: 3 clusters Score -2572744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -2572745.750000 Penalty: 5112.909668
	Iteration 33Q: 3 clusters Score -2572746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -2572752.750000 Penalty: 5112.909668
	Iteration 34Q: 3 clusters Score -2572753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -2572752.500000 Penalty: 5112.909668
	Iteration 35Q: 3 clusters Score -2572752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -2572754.750000 Penalty: 5112.909668
	Iteration 36Q: 3 clusters Score -2572755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -2572759.500000 Penalty: 5112.909668
	Iteration 37Q: 3 clusters Score -2572760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -2572760.750000 Penalty: 5112.909668
	Iteration 38Q: 3 clusters Score -2572761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -2572759.000000 Penalty: 5112.909668
	Iteration 39Q: 3 clusters Score -2572759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -2572761.250000 Penalty: 5112.909668
	Iteration 40F: 3 clusters Score -2572761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -364945.406250 Penalty: 2087.069824
	Iteration 0F: 2 clusters Score -364945.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -360688.062500 Penalty: 4174.139648
	Iteration 0F: 3 clusters Score -360688.1 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -361716.062500 Penalty: 4174.139648
	Iteration 1F: 3 clusters Score -361716.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -361984.781250 Penalty: 4174.139648
	Iteration 2F: 3 clusters Score -361984.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -362166.281250 Penalty: 4174.139648
	Iteration 3F: 3 clusters Score -362166.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -362292.843750 Penalty: 4174.139648
	Iteration 4Q: 3 clusters Score -362292.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -362396.468750 Penalty: 4174.139648
	Iteration 5Q: 3 clusters Score -362396.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -362477.968750 Penalty: 4174.139648
	Iteration 6Q: 3 clusters Score -362478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -362545.906250 Penalty: 4174.139648
	Iteration 7Q: 3 clusters Score -362545.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -362586.437500 Penalty: 4174.139648
	Iteration 8Q: 3 clusters Score -362586.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -362615.187500 Penalty: 4174.139648
	Iteration 9Q: 3 clusters Score -362615.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -362641.812500 Penalty: 4174.139648
	Iteration 10Q: 3 clusters Score -362641.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -362669.250000 Penalty: 4174.139648
	Iteration 11Q: 3 clusters Score -362669.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -362694.718750 Penalty: 4174.139648
	Iteration 12Q: 3 clusters Score -362694.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -362723.250000 Penalty: 4174.139648
	Iteration 13Q: 3 clusters Score -362723.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -362745.812500 Penalty: 4174.139648
	Iteration 14Q: 3 clusters Score -362745.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -362766.781250 Penalty: 4174.139648
	Iteration 15Q: 3 clusters Score -362766.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -362787.156250 Penalty: 4174.139648
	Iteration 16Q: 3 clusters Score -362787.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -362806.906250 Penalty: 4174.139648
	Iteration 17Q: 3 clusters Score -362806.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -362831.312500 Penalty: 4174.139648
	Iteration 18Q: 3 clusters Score -362831.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -362851.000000 Penalty: 4174.139648
	Iteration 19Q: 3 clusters Score -362851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -362873.281250 Penalty: 4174.139648
	Iteration 20F: 3 clusters Score -362873.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -362895.718750 Penalty: 4174.139648
	Iteration 21Q: 3 clusters Score -362895.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -362916.656250 Penalty: 4174.139648
	Iteration 22Q: 3 clusters Score -362916.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -362938.500000 Penalty: 4174.139648
	Iteration 23Q: 3 clusters Score -362938.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -362964.937500 Penalty: 4174.139648
	Iteration 24Q: 3 clusters Score -362964.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -362986.656250 Penalty: 4174.139648
	Iteration 25Q: 3 clusters Score -362986.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -363008.250000 Penalty: 4174.139648
	Iteration 26Q: 3 clusters Score -363008.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -363044.375000 Penalty: 4174.139648
	Iteration 27Q: 3 clusters Score -363044.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -363073.093750 Penalty: 4174.139648
	Iteration 28Q: 3 clusters Score -363073.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -363089.250000 Penalty: 4174.139648
	Iteration 29Q: 3 clusters Score -363089.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -363103.781250 Penalty: 4174.139648
	Iteration 30Q: 3 clusters Score -363103.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -363114.281250 Penalty: 4174.139648
	Iteration 31Q: 3 clusters Score -363114.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -363125.093750 Penalty: 4174.139648
	Iteration 32Q: 3 clusters Score -363125.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -363131.625000 Penalty: 4174.139648
	Iteration 33Q: 3 clusters Score -363131.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -363135.687500 Penalty: 4174.139648
	Iteration 34Q: 3 clusters Score -363135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -363140.781250 Penalty: 4174.139648
	Iteration 35Q: 3 clusters Score -363140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -363143.781250 Penalty: 4174.139648
	Iteration 36Q: 3 clusters Score -363143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -363146.031250 Penalty: 4174.139648
	Iteration 37Q: 3 clusters Score -363146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -363149.812500 Penalty: 4174.139648
	Iteration 38Q: 3 clusters Score -363149.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -363153.562500 Penalty: 4174.139648
	Iteration 39Q: 3 clusters Score -363153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -363155.531250 Penalty: 4174.139648
	Iteration 40F: 3 clusters Score -363155.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -363156.375000 Penalty: 4174.139648
	Iteration 41Q: 3 clusters Score -363156.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -363158.937500 Penalty: 4174.139648
	Iteration 42Q: 3 clusters Score -363158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -363159.531250 Penalty: 4174.139648
	Iteration 43Q: 3 clusters Score -363159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -363160.937500 Penalty: 4174.139648
	Iteration 44Q: 3 clusters Score -363160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -363161.531250 Penalty: 4174.139648
	Iteration 45Q: 3 clusters Score -363161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -363162.343750 Penalty: 4174.139648
	Iteration 46Q: 3 clusters Score -363162.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -363164.375000 Penalty: 4174.139648
	Iteration 47Q: 3 clusters Score -363164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -363166.687500 Penalty: 4174.139648
	Iteration 48Q: 3 clusters Score -363166.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -363169.906250 Penalty: 4174.139648
	Iteration 49Q: 3 clusters Score -363169.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -363173.343750 Penalty: 4174.139648
	Iteration 50Q: 3 clusters Score -363173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -363174.656250 Penalty: 4174.139648
	Iteration 51Q: 3 clusters Score -363174.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -363177.781250 Penalty: 4174.139648
	Iteration 52Q: 3 clusters Score -363177.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -363181.343750 Penalty: 4174.139648
	Iteration 53Q: 3 clusters Score -363181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -363183.750000 Penalty: 4174.139648
	Iteration 54Q: 3 clusters Score -363183.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -363184.750000 Penalty: 4174.139648
	Iteration 55Q: 3 clusters Score -363184.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -363188.218750 Penalty: 4174.139648
	Iteration 56Q: 3 clusters Score -363188.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -363192.750000 Penalty: 4174.139648
	Iteration 57Q: 3 clusters Score -363192.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -363194.812500 Penalty: 4174.139648
	Iteration 58Q: 3 clusters Score -363194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -363194.843750 Penalty: 4174.139648
	Iteration 59Q: 3 clusters Score -363194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -363196.218750 Penalty: 4174.139648
	Iteration 60F: 3 clusters Score -363196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -363195.218750 Penalty: 4174.139648
	Iteration 61Q: 3 clusters Score -363195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -363196.281250 Penalty: 4174.139648
	Iteration 62Q: 3 clusters Score -363196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -363197.125000 Penalty: 4174.139648
	Iteration 63Q: 3 clusters Score -363197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -363197.625000 Penalty: 4174.139648
	Iteration 64Q: 3 clusters Score -363197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -363197.625000 Penalty: 4174.139648
	Iteration 65F: 3 clusters Score -363197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Entering Unmasked Estep 
Score: -988625.312500 Penalty: 2318.739014
	Iteration 0F: 2 clusters Score -988625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -979904.812500 Penalty: 4637.478027
	Iteration 0F: 3 clusters Score -979904.8 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -982430.562500 Penalty: 4637.478027
	Iteration 1F: 3 clusters Score -982430.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -982737.312500 Penalty: 4637.478027
	Iteration 2F: 3 clusters Score -982737.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -982969.812500 Penalty: 4637.478027
	Iteration 3F: 3 clusters Score -982969.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -983167.687500 Penalty: 4637.478027
	Iteration 4Q: 3 clusters Score -983167.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -983373.062500 Penalty: 4637.478027
	Iteration 5Q: 3 clusters Score -983373.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -983666.062500 Penalty: 4637.478027
	Iteration 6Q: 3 clusters Score -983666.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -984099.562500 Penalty: 4637.478027
	Iteration 7F: 3 clusters Score -984099.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -984629.125000 Penalty: 4637.478027
	Iteration 8F: 3 clusters Score -984629.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -985224.687500 Penalty: 4637.478027
	Iteration 9F: 3 clusters Score -985224.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -985780.000000 Penalty: 4637.478027
	Iteration 10F: 3 clusters Score -985780 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -986242.062500 Penalty: 4637.478027
	Iteration 11Q: 3 clusters Score -986242.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -986622.187500 Penalty: 4637.478027
	Iteration 12Q: 3 clusters Score -986622.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -986912.875000 Penalty: 4637.478027
	Iteration 13Q: 3 clusters Score -986912.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -987055.625000 Penalty: 4637.478027
	Iteration 14Q: 3 clusters Score -987055.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -987129.500000 Penalty: 4637.478027
	Iteration 15Q: 3 clusters Score -987129.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -987158.937500 Penalty: 4637.478027
	Iteration 16Q: 3 clusters Score -987158.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -987182.750000 Penalty: 4637.478027
	Iteration 17Q: 3 clusters Score -987182.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -987205.437500 Penalty: 4637.478027
	Iteration 18Q: 3 clusters Score -987205.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -987216.687500 Penalty: 4637.478027
	Iteration 19Q: 3 clusters Score -987216.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -987224.500000 Penalty: 4637.478027
	Iteration 20F: 3 clusters Score -987224.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -987227.812500 Penalty: 4637.478027
	Iteration 21Q: 3 clusters Score -987227.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -987235.062500 Penalty: 4637.478027
	Iteration 22Q: 3 clusters Score -987235.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -987241.062500 Penalty: 4637.478027
	Iteration 23Q: 3 clusters Score -987241.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -987244.125000 Penalty: 4637.478027
	Iteration 24Q: 3 clusters Score -987244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -987245.750000 Penalty: 4637.478027
	Iteration 25Q: 3 clusters Score -987245.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -987245.687500 Penalty: 4637.478027
	Iteration 26Q: 3 clusters Score -987245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -987245.187500 Penalty: 4637.478027
	Iteration 27Q: 3 clusters Score -987245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -987246.750000 Penalty: 4637.478027
	Iteration 28Q: 3 clusters Score -987246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -987248.375000 Penalty: 4637.478027
	Iteration 29Q: 3 clusters Score -987248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -987248.500000 Penalty: 4637.478027
	Iteration 30Q: 3 clusters Score -987248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -987251.562500 Penalty: 4637.478027
	Iteration 31Q: 3 clusters Score -987251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -987251.562500 Penalty: 4637.478027
	Iteration 32F: 3 clusters Score -987251.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Entering Unmasked Estep 
Score: -9192298.000000 Penalty: 2873.608887
	Iteration 0F: 2 clusters Score -9192298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -9120017.000000 Penalty: 5747.217773
	Iteration 0F: 3 clusters Score -9120017 nChanged 51358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -9149638.000000 Penalty: 5747.217773
	Iteration 1F: 3 clusters Score -9149638 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -9150638.000000 Penalty: 5747.217773
	Iteration 2Q: 3 clusters Score -9150638 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -9152091.000000 Penalty: 5747.217773
	Iteration 3Q: 3 clusters Score -9152091 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -9153951.000000 Penalty: 5747.217773
	Iteration 4Q: 3 clusters Score -9153951 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -9156673.000000 Penalty: 5747.217773
	Iteration 5Q: 3 clusters Score -9156673 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -9160501.000000 Penalty: 5747.217773
	Iteration 6F: 3 clusters Score -9160501 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -9165730.000000 Penalty: 5747.217773
	Iteration 7F: 3 clusters Score -9165730 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -9171479.000000 Penalty: 5747.217773
	Iteration 8F: 3 clusters Score -9171479 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -9176852.000000 Penalty: 5747.217773
	Iteration 9F: 3 clusters Score -9176852 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -9181134.000000 Penalty: 5747.217773
	Iteration 10F: 3 clusters Score -9181134 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 96979 members 
Entering Unmasked Estep 
Score: -9184142.000000 Penalty: 5747.217773
	Iteration 11Q: 3 clusters Score -9184142 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -9186104.000000 Penalty: 5747.217773
	Iteration 12Q: 3 clusters Score -9186104 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -9187405.000000 Penalty: 5747.217773
	Iteration 13Q: 3 clusters Score -9187405 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 103475 members 
Entering Unmasked Estep 
Score: -9188253.000000 Penalty: 5747.217773
	Iteration 14Q: 3 clusters Score -9188253 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -9188830.000000 Penalty: 5747.217773
	Iteration 15Q: 3 clusters Score -9188830 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 105103 members 
Entering Unmasked Estep 
Score: -9189212.000000 Penalty: 5747.217773
	Iteration 16Q: 3 clusters Score -9189212 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -9189452.000000 Penalty: 5747.217773
	Iteration 17Q: 3 clusters Score -9189452 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 105842 members 
Entering Unmasked Estep 
Score: -9189628.000000 Penalty: 5747.217773
	Iteration 18Q: 3 clusters Score -9189628 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -9189725.000000 Penalty: 5747.217773
	Iteration 19Q: 3 clusters Score -9189725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 106207 members 
Entering Unmasked Estep 
Score: -9189775.000000 Penalty: 5747.217773
	Iteration 20F: 3 clusters Score -9189775 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 106310 members 
Entering Unmasked Estep 
Score: -9189821.000000 Penalty: 5747.217773
	Iteration 21Q: 3 clusters Score -9189821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -9189844.000000 Penalty: 5747.217773
	Iteration 22Q: 3 clusters Score -9189844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -9189881.000000 Penalty: 5747.217773
	Iteration 23Q: 3 clusters Score -9189881 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 106467 members 
Entering Unmasked Estep 
Score: -9189903.000000 Penalty: 5747.217773
	Iteration 24Q: 3 clusters Score -9189903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -9189914.000000 Penalty: 5747.217773
	Iteration 25Q: 3 clusters Score -9189914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -9189926.000000 Penalty: 5747.217773
	Iteration 26Q: 3 clusters Score -9189926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 106550 members 
Entering Unmasked Estep 
Score: -9189936.000000 Penalty: 5747.217773
	Iteration 27Q: 3 clusters Score -9189936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -9189951.000000 Penalty: 5747.217773
	Iteration 28Q: 3 clusters Score -9189951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -9189953.000000 Penalty: 5747.217773
	Iteration 29Q: 3 clusters Score -9189953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -9189972.000000 Penalty: 5747.217773
	Iteration 30Q: 3 clusters Score -9189972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -9189985.000000 Penalty: 5747.217773
	Iteration 31Q: 3 clusters Score -9189985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -9190004.000000 Penalty: 5747.217773
	Iteration 32Q: 3 clusters Score -9190004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 106626 members 
Entering Unmasked Estep 
Score: -9190009.000000 Penalty: 5747.217773
	Iteration 33Q: 3 clusters Score -9190009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 106632 members 
Entering Unmasked Estep 
Score: -9190002.000000 Penalty: 5747.217773
	Iteration 34Q: 3 clusters Score -9190002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 106638 members 
Entering Unmasked Estep 
Score: -9190005.000000 Penalty: 5747.217773
	Iteration 35Q: 3 clusters Score -9190005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 106644 members 
Entering Unmasked Estep 
Score: -9190012.000000 Penalty: 5747.217773
	Iteration 36Q: 3 clusters Score -9190012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 106650 members 
Entering Unmasked Estep 
Score: -9190012.000000 Penalty: 5747.217773
	Iteration 37Q: 3 clusters Score -9190012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -9190013.000000 Penalty: 5747.217773
	Iteration 38Q: 3 clusters Score -9190013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -9190024.000000 Penalty: 5747.217773
	Iteration 39Q: 3 clusters Score -9190024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -9190025.000000 Penalty: 5747.217773
	Iteration 40F: 3 clusters Score -9190025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -9190022.000000 Penalty: 5747.217773
	Iteration 41Q: 3 clusters Score -9190022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 106672 members 
Entering Unmasked Estep 
Score: -9190024.000000 Penalty: 5747.217773
	Iteration 42Q: 3 clusters Score -9190024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -9190023.000000 Penalty: 5747.217773
	Iteration 43Q: 3 clusters Score -9190023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 106674 members 
Entering Unmasked Estep 
Score: -9190023.000000 Penalty: 5747.217773
	Iteration 44Q: 3 clusters Score -9190023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -9190024.000000 Penalty: 5747.217773
	Iteration 45Q: 3 clusters Score -9190024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -9190023.000000 Penalty: 5747.217773
	Iteration 46Q: 3 clusters Score -9190023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -9190023.000000 Penalty: 5747.217773
	Iteration 47F: 3 clusters Score -9190023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Entering Unmasked Estep 
Score: -353769.062500 Penalty: 2073.297607
	Iteration 0F: 2 clusters Score -353769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -349702.781250 Penalty: 4146.595215
	Iteration 0F: 3 clusters Score -349702.8 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -350707.093750 Penalty: 4146.595215
	Iteration 1F: 3 clusters Score -350707.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -351042.500000 Penalty: 4146.595215
	Iteration 2F: 3 clusters Score -351042.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -351342.906250 Penalty: 4146.595215
	Iteration 3F: 3 clusters Score -351342.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -351667.187500 Penalty: 4146.595215
	Iteration 4F: 3 clusters Score -351667.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -352055.218750 Penalty: 4146.595215
	Iteration 5F: 3 clusters Score -352055.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -352464.531250 Penalty: 4146.595215
	Iteration 6F: 3 clusters Score -352464.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -352792.062500 Penalty: 4146.595215
	Iteration 7F: 3 clusters Score -352792.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -353008.812500 Penalty: 4146.595215
	Iteration 8Q: 3 clusters Score -353008.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -353118.187500 Penalty: 4146.595215
	Iteration 9Q: 3 clusters Score -353118.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -353152.281250 Penalty: 4146.595215
	Iteration 10Q: 3 clusters Score -353152.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -353164.843750 Penalty: 4146.595215
	Iteration 11Q: 3 clusters Score -353164.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -353174.125000 Penalty: 4146.595215
	Iteration 12Q: 3 clusters Score -353174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -353180.250000 Penalty: 4146.595215
	Iteration 13Q: 3 clusters Score -353180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -353186.937500 Penalty: 4146.595215
	Iteration 14Q: 3 clusters Score -353186.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -353190.406250 Penalty: 4146.595215
	Iteration 15Q: 3 clusters Score -353190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -353190.750000 Penalty: 4146.595215
	Iteration 16Q: 3 clusters Score -353190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -353192.593750 Penalty: 4146.595215
	Iteration 17Q: 3 clusters Score -353192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -353192.593750 Penalty: 4146.595215
	Iteration 18F: 3 clusters Score -353192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Entering Unmasked Estep 
Score: -481069.531250 Penalty: 2172.281250
	Iteration 0F: 2 clusters Score -481069.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -475656.093750 Penalty: 4344.562500
	Iteration 0F: 3 clusters Score -475656.1 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -477070.843750 Penalty: 4344.562500
	Iteration 1F: 3 clusters Score -477070.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -477364.406250 Penalty: 4344.562500
	Iteration 2F: 3 clusters Score -477364.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -477528.031250 Penalty: 4344.562500
	Iteration 3F: 3 clusters Score -477528 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -477647.812500 Penalty: 4344.562500
	Iteration 4Q: 3 clusters Score -477647.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -477738.093750 Penalty: 4344.562500
	Iteration 5Q: 3 clusters Score -477738.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -477803.906250 Penalty: 4344.562500
	Iteration 6Q: 3 clusters Score -477803.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -477856.375000 Penalty: 4344.562500
	Iteration 7Q: 3 clusters Score -477856.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -477914.156250 Penalty: 4344.562500
	Iteration 8Q: 3 clusters Score -477914.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -477980.281250 Penalty: 4344.562500
	Iteration 9Q: 3 clusters Score -477980.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -478038.750000 Penalty: 4344.562500
	Iteration 10Q: 3 clusters Score -478038.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -478112.968750 Penalty: 4344.562500
	Iteration 11Q: 3 clusters Score -478113 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -478200.000000 Penalty: 4344.562500
	Iteration 12Q: 3 clusters Score -478200 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -478283.093750 Penalty: 4344.562500
	Iteration 13Q: 3 clusters Score -478283.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -478354.406250 Penalty: 4344.562500
	Iteration 14Q: 3 clusters Score -478354.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -478431.500000 Penalty: 4344.562500
	Iteration 15Q: 3 clusters Score -478431.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -478506.812500 Penalty: 4344.562500
	Iteration 16Q: 3 clusters Score -478506.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -478580.468750 Penalty: 4344.562500
	Iteration 17Q: 3 clusters Score -478580.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -478658.562500 Penalty: 4344.562500
	Iteration 18Q: 3 clusters Score -478658.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -478745.468750 Penalty: 4344.562500
	Iteration 19Q: 3 clusters Score -478745.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -478809.625000 Penalty: 4344.562500
	Iteration 20F: 3 clusters Score -478809.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -478865.343750 Penalty: 4344.562500
	Iteration 21Q: 3 clusters Score -478865.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -478920.000000 Penalty: 4344.562500
	Iteration 22Q: 3 clusters Score -478920 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -478965.156250 Penalty: 4344.562500
	Iteration 23Q: 3 clusters Score -478965.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -479001.156250 Penalty: 4344.562500
	Iteration 24Q: 3 clusters Score -479001.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -479030.312500 Penalty: 4344.562500
	Iteration 25Q: 3 clusters Score -479030.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -479060.906250 Penalty: 4344.562500
	Iteration 26Q: 3 clusters Score -479060.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -479086.000000 Penalty: 4344.562500
	Iteration 27Q: 3 clusters Score -479086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -479119.062500 Penalty: 4344.562500
	Iteration 28Q: 3 clusters Score -479119.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -479153.843750 Penalty: 4344.562500
	Iteration 29Q: 3 clusters Score -479153.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -479183.125000 Penalty: 4344.562500
	Iteration 30Q: 3 clusters Score -479183.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -479211.562500 Penalty: 4344.562500
	Iteration 31Q: 3 clusters Score -479211.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -479246.187500 Penalty: 4344.562500
	Iteration 32Q: 3 clusters Score -479246.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -479288.031250 Penalty: 4344.562500
	Iteration 33Q: 3 clusters Score -479288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -479344.437500 Penalty: 4344.562500
	Iteration 34Q: 3 clusters Score -479344.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -479404.593750 Penalty: 4344.562500
	Iteration 35Q: 3 clusters Score -479404.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -479457.062500 Penalty: 4344.562500
	Iteration 36Q: 3 clusters Score -479457.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -479505.875000 Penalty: 4344.562500
	Iteration 37Q: 3 clusters Score -479505.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -479539.125000 Penalty: 4344.562500
	Iteration 38Q: 3 clusters Score -479539.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -479568.968750 Penalty: 4344.562500
	Iteration 39Q: 3 clusters Score -479569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -479596.281250 Penalty: 4344.562500
	Iteration 40F: 3 clusters Score -479596.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -479624.937500 Penalty: 4344.562500
	Iteration 41Q: 3 clusters Score -479624.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -479648.375000 Penalty: 4344.562500
	Iteration 42Q: 3 clusters Score -479648.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -479664.687500 Penalty: 4344.562500
	Iteration 43Q: 3 clusters Score -479664.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -479681.500000 Penalty: 4344.562500
	Iteration 44Q: 3 clusters Score -479681.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -479689.500000 Penalty: 4344.562500
	Iteration 45Q: 3 clusters Score -479689.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -479698.312500 Penalty: 4344.562500
	Iteration 46Q: 3 clusters Score -479698.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -479703.093750 Penalty: 4344.562500
	Iteration 47Q: 3 clusters Score -479703.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -479710.000000 Penalty: 4344.562500
	Iteration 48Q: 3 clusters Score -479710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -479715.750000 Penalty: 4344.562500
	Iteration 49Q: 3 clusters Score -479715.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -479720.000000 Penalty: 4344.562500
	Iteration 50Q: 3 clusters Score -479720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -479722.718750 Penalty: 4344.562500
	Iteration 51Q: 3 clusters Score -479722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -479723.093750 Penalty: 4344.562500
	Iteration 52Q: 3 clusters Score -479723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -479724.937500 Penalty: 4344.562500
	Iteration 53Q: 3 clusters Score -479724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -479725.093750 Penalty: 4344.562500
	Iteration 54Q: 3 clusters Score -479725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -479725.593750 Penalty: 4344.562500
	Iteration 55Q: 3 clusters Score -479725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -479728.500000 Penalty: 4344.562500
	Iteration 56Q: 3 clusters Score -479728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -479729.937500 Penalty: 4344.562500
	Iteration 57Q: 3 clusters Score -479729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -479731.875000 Penalty: 4344.562500
	Iteration 58Q: 3 clusters Score -479731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -479732.250000 Penalty: 4344.562500
	Iteration 59Q: 3 clusters Score -479732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -479731.718750 Penalty: 4344.562500
	Iteration 60F: 3 clusters Score -479731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -479731.968750 Penalty: 4344.562500
	Iteration 61Q: 3 clusters Score -479732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -479731.968750 Penalty: 4344.562500
	Iteration 62F: 3 clusters Score -479732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Entering Unmasked Estep 
Score: -1030077.125000 Penalty: 2323.376709
	Iteration 0F: 2 clusters Score -1030077 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 5925 members 
Entering Unmasked Estep 
Score: -1021291.125000 Penalty: 4646.753418
	Iteration 0F: 3 clusters Score -1021291 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1023962.937500 Penalty: 4646.753418
	Iteration 1F: 3 clusters Score -1023963 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1024357.687500 Penalty: 4646.753418
	Iteration 2F: 3 clusters Score -1024358 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1024755.375000 Penalty: 4646.753418
	Iteration 3F: 3 clusters Score -1024755 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1025125.437500 Penalty: 4646.753418
	Iteration 4F: 3 clusters Score -1025125 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1025501.750000 Penalty: 4646.753418
	Iteration 5F: 3 clusters Score -1025502 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1025840.062500 Penalty: 4646.753418
	Iteration 6F: 3 clusters Score -1025840 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1026204.500000 Penalty: 4646.753418
	Iteration 7Q: 3 clusters Score -1026204 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1026586.687500 Penalty: 4646.753418
	Iteration 8Q: 3 clusters Score -1026587 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1026945.812500 Penalty: 4646.753418
	Iteration 9Q: 3 clusters Score -1026946 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1027271.000000 Penalty: 4646.753418
	Iteration 10Q: 3 clusters Score -1027271 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1027521.375000 Penalty: 4646.753418
	Iteration 11Q: 3 clusters Score -1027521 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1027748.812500 Penalty: 4646.753418
	Iteration 12Q: 3 clusters Score -1027749 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1027948.312500 Penalty: 4646.753418
	Iteration 13Q: 3 clusters Score -1027948 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1028092.062500 Penalty: 4646.753418
	Iteration 14Q: 3 clusters Score -1028092 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1028193.187500 Penalty: 4646.753418
	Iteration 15Q: 3 clusters Score -1028193 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1028273.562500 Penalty: 4646.753418
	Iteration 16Q: 3 clusters Score -1028274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1028347.562500 Penalty: 4646.753418
	Iteration 17Q: 3 clusters Score -1028348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1028403.750000 Penalty: 4646.753418
	Iteration 18Q: 3 clusters Score -1028404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1028446.687500 Penalty: 4646.753418
	Iteration 19Q: 3 clusters Score -1028447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1028472.500000 Penalty: 4646.753418
	Iteration 20F: 3 clusters Score -1028472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1028491.437500 Penalty: 4646.753418
	Iteration 21Q: 3 clusters Score -1028491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1028505.375000 Penalty: 4646.753418
	Iteration 22Q: 3 clusters Score -1028505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1028512.750000 Penalty: 4646.753418
	Iteration 23Q: 3 clusters Score -1028513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1028515.875000 Penalty: 4646.753418
	Iteration 24Q: 3 clusters Score -1028516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1028522.500000 Penalty: 4646.753418
	Iteration 25Q: 3 clusters Score -1028522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1028528.187500 Penalty: 4646.753418
	Iteration 26Q: 3 clusters Score -1028528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1028532.812500 Penalty: 4646.753418
	Iteration 27Q: 3 clusters Score -1028533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1028540.562500 Penalty: 4646.753418
	Iteration 28Q: 3 clusters Score -1028541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1028542.000000 Penalty: 4646.753418
	Iteration 29Q: 3 clusters Score -1028542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1028540.875000 Penalty: 4646.753418
	Iteration 30Q: 3 clusters Score -1028541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1028542.562500 Penalty: 4646.753418
	Iteration 31Q: 3 clusters Score -1028543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1028542.562500 Penalty: 4646.753418
	Iteration 32F: 3 clusters Score -1028543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Entering Unmasked Estep 
Score: -1992457.625000 Penalty: 2489.471924
	Iteration 0F: 2 clusters Score -1992458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1976525.375000 Penalty: 4978.943848
	Iteration 0F: 3 clusters Score -1976525 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1981928.375000 Penalty: 4978.943848
	Iteration 1F: 3 clusters Score -1981928 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1982395.375000 Penalty: 4978.943848
	Iteration 2F: 3 clusters Score -1982395 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1982816.500000 Penalty: 4978.943848
	Iteration 3Q: 3 clusters Score -1982816 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1983217.000000 Penalty: 4978.943848
	Iteration 4Q: 3 clusters Score -1983217 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1983626.125000 Penalty: 4978.943848
	Iteration 5Q: 3 clusters Score -1983626 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1984045.500000 Penalty: 4978.943848
	Iteration 6Q: 3 clusters Score -1984046 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1984557.500000 Penalty: 4978.943848
	Iteration 7Q: 3 clusters Score -1984558 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1985144.625000 Penalty: 4978.943848
	Iteration 8Q: 3 clusters Score -1985145 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1985748.500000 Penalty: 4978.943848
	Iteration 9Q: 3 clusters Score -1985748 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1986356.000000 Penalty: 4978.943848
	Iteration 10Q: 3 clusters Score -1986356 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1986955.125000 Penalty: 4978.943848
	Iteration 11Q: 3 clusters Score -1986955 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1987525.000000 Penalty: 4978.943848
	Iteration 12Q: 3 clusters Score -1987525 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1988041.625000 Penalty: 4978.943848
	Iteration 13Q: 3 clusters Score -1988042 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1988505.375000 Penalty: 4978.943848
	Iteration 14Q: 3 clusters Score -1988505 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1988899.625000 Penalty: 4978.943848
	Iteration 15Q: 3 clusters Score -1988900 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1989243.375000 Penalty: 4978.943848
	Iteration 16Q: 3 clusters Score -1989243 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1989498.250000 Penalty: 4978.943848
	Iteration 17Q: 3 clusters Score -1989498 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1989689.125000 Penalty: 4978.943848
	Iteration 18Q: 3 clusters Score -1989689 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1989832.125000 Penalty: 4978.943848
	Iteration 19Q: 3 clusters Score -1989832 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1989955.375000 Penalty: 4978.943848
	Iteration 20F: 3 clusters Score -1989955 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1990046.875000 Penalty: 4978.943848
	Iteration 21Q: 3 clusters Score -1990047 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -1990128.625000 Penalty: 4978.943848
	Iteration 22Q: 3 clusters Score -1990129 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -1990188.625000 Penalty: 4978.943848
	Iteration 23Q: 3 clusters Score -1990189 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -1990229.750000 Penalty: 4978.943848
	Iteration 24Q: 3 clusters Score -1990230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -1990271.625000 Penalty: 4978.943848
	Iteration 25Q: 3 clusters Score -1990272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -1990305.250000 Penalty: 4978.943848
	Iteration 26Q: 3 clusters Score -1990305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -1990335.625000 Penalty: 4978.943848
	Iteration 27Q: 3 clusters Score -1990336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1990365.375000 Penalty: 4978.943848
	Iteration 28Q: 3 clusters Score -1990365 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -1990389.000000 Penalty: 4978.943848
	Iteration 29Q: 3 clusters Score -1990389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -1990404.625000 Penalty: 4978.943848
	Iteration 30Q: 3 clusters Score -1990405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -1990417.875000 Penalty: 4978.943848
	Iteration 31Q: 3 clusters Score -1990418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1990430.000000 Penalty: 4978.943848
	Iteration 32Q: 3 clusters Score -1990430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -1990442.875000 Penalty: 4978.943848
	Iteration 33Q: 3 clusters Score -1990443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -1990454.875000 Penalty: 4978.943848
	Iteration 34Q: 3 clusters Score -1990455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -1990462.500000 Penalty: 4978.943848
	Iteration 35Q: 3 clusters Score -1990462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -1990471.625000 Penalty: 4978.943848
	Iteration 36Q: 3 clusters Score -1990472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -1990475.375000 Penalty: 4978.943848
	Iteration 37Q: 3 clusters Score -1990475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -1990489.625000 Penalty: 4978.943848
	Iteration 38Q: 3 clusters Score -1990490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -1990497.375000 Penalty: 4978.943848
	Iteration 39Q: 3 clusters Score -1990497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -1990501.875000 Penalty: 4978.943848
	Iteration 40F: 3 clusters Score -1990502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -1990507.500000 Penalty: 4978.943848
	Iteration 41Q: 3 clusters Score -1990508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -1990516.875000 Penalty: 4978.943848
	Iteration 42Q: 3 clusters Score -1990517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -1990526.625000 Penalty: 4978.943848
	Iteration 43Q: 3 clusters Score -1990527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -1990534.000000 Penalty: 4978.943848
	Iteration 44Q: 3 clusters Score -1990534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -1990531.375000 Penalty: 4978.943848
	Iteration 45Q: 3 clusters Score -1990531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1990540.625000 Penalty: 4978.943848
	Iteration 46Q: 3 clusters Score -1990541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1990548.125000 Penalty: 4978.943848
	Iteration 47Q: 3 clusters Score -1990548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -1990546.000000 Penalty: 4978.943848
	Iteration 48Q: 3 clusters Score -1990546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -1990554.125000 Penalty: 4978.943848
	Iteration 49Q: 3 clusters Score -1990554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -1990559.625000 Penalty: 4978.943848
	Iteration 50Q: 3 clusters Score -1990560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -1990568.500000 Penalty: 4978.943848
	Iteration 51Q: 3 clusters Score -1990568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -1990569.375000 Penalty: 4978.943848
	Iteration 52Q: 3 clusters Score -1990569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -1990572.125000 Penalty: 4978.943848
	Iteration 53Q: 3 clusters Score -1990572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -1990571.500000 Penalty: 4978.943848
	Iteration 54Q: 3 clusters Score -1990572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1990571.875000 Penalty: 4978.943848
	Iteration 55Q: 3 clusters Score -1990572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -1990573.625000 Penalty: 4978.943848
	Iteration 56Q: 3 clusters Score -1990574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -1990573.500000 Penalty: 4978.943848
	Iteration 57Q: 3 clusters Score -1990574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -1990576.000000 Penalty: 4978.943848
	Iteration 58Q: 3 clusters Score -1990576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -1990574.500000 Penalty: 4978.943848
	Iteration 59Q: 3 clusters Score -1990574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -1990573.875000 Penalty: 4978.943848
	Iteration 60F: 3 clusters Score -1990574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1581418.125000 Penalty: 2445.760254
	Iteration 0F: 2 clusters Score -1581418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1567843.750000 Penalty: 4891.520508
	Iteration 0F: 3 clusters Score -1567844 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1572377.875000 Penalty: 4891.520508
	Iteration 1F: 3 clusters Score -1572378 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1572871.375000 Penalty: 4891.520508
	Iteration 2F: 3 clusters Score -1572871 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1573370 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1573956 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1574610 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1575358 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1576136 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1576895 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1577519.375000 Penalty: 4891.520508
	Iteration 9F: 3 clusters Score -1577519 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1577999 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1578330 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1578528 nChanged 378
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1578667 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1578758 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1578819 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1578878 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1578926 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1578968 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1579010.125000 Penalty: 4891.520508
	Iteration 19Q: 3 clusters Score -1579010 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1579043.875000 Penalty: 4891.520508
	Iteration 20F: 3 clusters Score -1579044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1579079.125000 Penalty: 4891.520508
	Iteration 21Q: 3 clusters Score -1579079 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1579106.250000 Penalty: 4891.520508
	Iteration 22Q: 3 clusters Score -1579106 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1579139.625000 Penalty: 4891.520508
	Iteration 23Q: 3 clusters Score -1579140 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1579170.125000 Penalty: 4891.520508
	Iteration 24Q: 3 clusters Score -1579170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1579192.250000 Penalty: 4891.520508
	Iteration 25Q: 3 clusters Score -1579192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1579209.750000 Penalty: 4891.520508
	Iteration 26Q: 3 clusters Score -1579210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1579228.125000 Penalty: 4891.520508
	Iteration 27Q: 3 clusters Score -1579228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1579246.000000 Penalty: 4891.520508
	Iteration 28Q: 3 clusters Score -1579246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1579262.125000 Penalty: 4891.520508
	Iteration 29Q: 3 clusters Score -1579262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1579283.500000 Penalty: 4891.520508
	Iteration 30Q: 3 clusters Score -1579284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1579296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1579312.500000 Penalty: 4891.520508
	Iteration 32Q: 3 clusters Score -1579312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1579334.625000 Penalty: 4891.520508
	Iteration 33Q: 3 clusters Score -1579335 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1579351.750000 Penalty: 4891.520508
	Iteration 34Q: 3 clusters Score -1579352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1579372.250000 Penalty: 4891.520508
	Iteration 35Q: 3 clusters Score -1579372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1579393.000000 Penalty: 4891.520508
	Iteration 36Q: 3 clusters Score -1579393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1579412.125000 Penalty: 4891.520508
	Iteration 37Q: 3 clusters Score -1579412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1579418.375000 Penalty: 4891.520508
	Iteration 38Q: 3 clusters Score -1579418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1579425.375000 Penalty: 4891.520508
	Iteration 39Q: 3 clusters Score -1579425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1579435.500000 Penalty: 4891.520508
	Iteration 40F: 3 clusters Score -1579436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1579443.125000 Penalty: 4891.520508
	Iteration 41Q: 3 clusters Score -1579443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1579452.000000 Penalty: 4891.520508
	Iteration 42Q: 3 clusters Score -1579452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1579461.625000 Penalty: 4891.520508
	Iteration 43Q: 3 clusters Score -1579462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1579469.875000 Penalty: 4891.520508
	Iteration 44Q: 3 clusters Score -1579470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1579477.250000 Penalty: 4891.520508
	Iteration 45Q: 3 clusters Score -1579477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1579474.375000 Penalty: 4891.520508
	Iteration 46Q: 3 clusters Score -1579474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1579484.500000 Penalty: 4891.520508
	Iteration 47Q: 3 clusters Score -1579484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1579487.500000 Penalty: 4891.520508
	Iteration 48Q: 3 clusters Score -1579488 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1579496.375000 Penalty: 4891.520508
	Iteration 49Q: 3 clusters Score -1579496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1579503.500000 Penalty: 4891.520508
	Iteration 50Q: 3 clusters Score -1579504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1579511.000000 Penalty: 4891.520508
	Iteration 51Q: 3 clusters Score -1579511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1579520.125000 Penalty: 4891.520508
	Iteration 52Q: 3 clusters Score -1579520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1579525.750000 Penalty: 4891.520508
	Iteration 53Q: 3 clusters Score -1579526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1579540.000000 Penalty: 4891.520508
	Iteration 54Q: 3 clusters Score -1579540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1579545.625000 Penalty: 4891.520508
	Iteration 55Q: 3 clusters Score -1579546 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1579548.625000 Penalty: 4891.520508
	Iteration 56Q: 3 clusters Score -1579549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1579556.750000 Penalty: 4891.520508
	Iteration 57Q: 3 clusters Score -1579557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1579565.375000 Penalty: 4891.520508
	Iteration 58Q: 3 clusters Score -1579565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1579572.625000 Penalty: 4891.520508
	Iteration 59Q: 3 clusters Score -1579573 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1579576.500000 Penalty: 4891.520508
	Iteration 60F: 3 clusters Score -1579576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1579577.750000 Penalty: 4891.520508
	Iteration 61Q: 3 clusters Score -1579578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1579577.875000 Penalty: 4891.520508
	Iteration 62Q: 3 clusters Score -1579578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1579583.625000 Penalty: 4891.520508
	Iteration 63Q: 3 clusters Score -1579584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1579587.000000 Penalty: 4891.520508
	Iteration 64Q: 3 clusters Score -1579587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1579589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1579599.375000 Penalty: 4891.520508
	Iteration 66Q: 3 clusters Score -1579599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1579603.500000 Penalty: 4891.520508
	Iteration 67Q: 3 clusters Score -1579604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1579612.375000 Penalty: 4891.520508
	Iteration 68Q: 3 clusters Score -1579612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1579621.500000 Penalty: 4891.520508
	Iteration 69Q: 3 clusters Score -1579622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1579628.625000 Penalty: 4891.520508
	Iteration 70Q: 3 clusters Score -1579629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1579630.125000 Penalty: 4891.520508
	Iteration 71Q: 3 clusters Score -1579630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1579639.625000 Penalty: 4891.520508
	Iteration 72Q: 3 clusters Score -1579640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1579644.125000 Penalty: 4891.520508
	Iteration 73Q: 3 clusters Score -1579644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1579648.375000 Penalty: 4891.520508
	Iteration 74Q: 3 clusters Score -1579648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1579650.375000 Penalty: 4891.520508
	Iteration 75Q: 3 clusters Score -1579650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1579659.750000 Penalty: 4891.520508
	Iteration 76Q: 3 clusters Score -1579660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1579660.500000 Penalty: 4891.520508
	Iteration 77Q: 3 clusters Score -1579660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1579665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1579669.250000 Penalty: 4891.520508
	Iteration 79Q: 3 clusters Score -1579669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1579670.500000 Penalty: 4891.520508
	Iteration 80F: 3 clusters Score -1579670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1579679.500000 Penalty: 4891.520508
	Iteration 81Q: 3 clusters Score -1579680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1579685.000000 Penalty: 4891.520508
	Iteration 82Q: 3 clusters Score -1579685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1579695.625000 Penalty: 4891.520508
	Iteration 83Q: 3 clusters Score -1579696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1579701.625000 Penalty: 4891.520508
	Iteration 84Q: 3 clusters Score -1579702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1579710.250000 Penalty: 4891.520508
	Iteration 85Q: 3 clusters Score -1579710 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1579713.125000 Penalty: 4891.520508
	Iteration 86Q: 3 clusters Score -1579713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1579716.875000 Penalty: 4891.520508
	Iteration 87Q: 3 clusters Score -1579717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1579725.000000 Penalty: 4891.520508
	Iteration 88Q: 3 clusters Score -1579725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1579732.125000 Penalty: 4891.520508
	Iteration 89Q: 3 clusters Score -1579732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1579736.125000 Penalty: 4891.520508
	Iteration 90Q: 3 clusters Score -1579736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1579738.125000 Penalty: 4891.520508
	Iteration 91Q: 3 clusters Score -1579738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1579735.375000 Penalty: 4891.520508
	Iteration 92Q: 3 clusters Score -1579735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1579737.875000 Penalty: 4891.520508
	Iteration 93Q: 3 clusters Score -1579738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1579743.000000 Penalty: 4891.520508
	Iteration 94Q: 3 clusters Score -1579743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1579736.750000 Penalty: 4891.520508
	Iteration 95Q: 3 clusters Score -1579737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1579741.375000 Penalty: 4891.520508
	Iteration 96Q: 3 clusters Score -1579741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1579746.250000 Penalty: 4891.520508
	Iteration 97Q: 3 clusters Score -1579746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1579746.625000 Penalty: 4891.520508
	Iteration 98Q: 3 clusters Score -1579747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1579748.875000 Penalty: 4891.520508
	Iteration 99Q: 3 clusters Score -1579749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1579751.375000 Penalty: 4891.520508
	Iteration 100F: 3 clusters Score -1579751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1579753.625000 Penalty: 4891.520508
	Iteration 101Q: 3 clusters Score -1579754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1579760.750000 Penalty: 4891.520508
	Iteration 102Q: 3 clusters Score -1579761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1579757.250000 Penalty: 4891.520508
	Iteration 103Q: 3 clusters Score -1579757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1579754.750000 Penalty: 4891.520508
	Iteration 104Q: 3 clusters Score -1579755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1579759.500000 Penalty: 4891.520508
	Iteration 105Q: 3 clusters Score -1579760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1579763.125000 Penalty: 4891.520508
	Iteration 106Q: 3 clusters Score -1579763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1579763.125000 Penalty: 4891.520508
	Iteration 107Q: 3 clusters Score -1579763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1579770.250000 Penalty: 4891.520508
	Iteration 108Q: 3 clusters Score -1579770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1579775.125000 Penalty: 4891.520508
	Iteration 109Q: 3 clusters Score -1579775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1579777.125000 Penalty: 4891.520508
	Iteration 110Q: 3 clusters Score -1579777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1579772.625000 Penalty: 4891.520508
	Iteration 111Q: 3 clusters Score -1579773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1579775.250000 Penalty: 4891.520508
	Iteration 112Q: 3 clusters Score -1579775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1579780.125000 Penalty: 4891.520508
	Iteration 113Q: 3 clusters Score -1579780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1579782.625000 Penalty: 4891.520508
	Iteration 114Q: 3 clusters Score -1579783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1579786.250000 Penalty: 4891.520508
	Iteration 115Q: 3 clusters Score -1579786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1579791.750000 Penalty: 4891.520508
	Iteration 116Q: 3 clusters Score -1579792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1579795.000000 Penalty: 4891.520508
	Iteration 117Q: 3 clusters Score -1579795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1579805.125000 Penalty: 4891.520508
	Iteration 118Q: 3 clusters Score -1579805 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1579810.500000 Penalty: 4891.520508
	Iteration 119Q: 3 clusters Score -1579810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1579813.750000 Penalty: 4891.520508
	Iteration 120F: 3 clusters Score -1579814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1579826.625000 Penalty: 4891.520508
	Iteration 121Q: 3 clusters Score -1579827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1579825.500000 Penalty: 4891.520508
	Iteration 122Q: 3 clusters Score -1579826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1579836.625000 Penalty: 4891.520508
	Iteration 123Q: 3 clusters Score -1579837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1579846.000000 Penalty: 4891.520508
	Iteration 124Q: 3 clusters Score -1579846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1579851.500000 Penalty: 4891.520508
	Iteration 125Q: 3 clusters Score -1579852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1579857.375000 Penalty: 4891.520508
	Iteration 126Q: 3 clusters Score -1579857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1579863.125000 Penalty: 4891.520508
	Iteration 127Q: 3 clusters Score -1579863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1579870.625000 Penalty: 4891.520508
	Iteration 128Q: 3 clusters Score -1579871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1579881.500000 Penalty: 4891.520508
	Iteration 129Q: 3 clusters Score -1579882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1579881.250000 Penalty: 4891.520508
	Iteration 130Q: 3 clusters Score -1579881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1579889.375000 Penalty: 4891.520508
	Iteration 131Q: 3 clusters Score -1579889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1579899.500000 Penalty: 4891.520508
	Iteration 132Q: 3 clusters Score -1579900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1579907.625000 Penalty: 4891.520508
	Iteration 133Q: 3 clusters Score -1579908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -1579909.625000 Penalty: 4891.520508
	Iteration 134Q: 3 clusters Score -1579910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1579912.750000 Penalty: 4891.520508
	Iteration 135Q: 3 clusters Score -1579913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1579918.250000 Penalty: 4891.520508
	Iteration 136Q: 3 clusters Score -1579918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1579924.125000 Penalty: 4891.520508
	Iteration 137Q: 3 clusters Score -1579924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1579925.875000 Penalty: 4891.520508
	Iteration 138Q: 3 clusters Score -1579926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1579924.375000 Penalty: 4891.520508
	Iteration 139Q: 3 clusters Score -1579924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1579924.750000 Penalty: 4891.520508
	Iteration 140F: 3 clusters Score -1579925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1579932.875000 Penalty: 4891.520508
	Iteration 141Q: 3 clusters Score -1579933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1579932.625000 Penalty: 4891.520508
	Iteration 142Q: 3 clusters Score -1579933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1579933.250000 Penalty: 4891.520508
	Iteration 143Q: 3 clusters Score -1579933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1579936.125000 Penalty: 4891.520508
	Iteration 144Q: 3 clusters Score -1579936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1579935.125000 Penalty: 4891.520508
	Iteration 145Q: 3 clusters Score -1579935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1579937.625000 Penalty: 4891.520508
	Iteration 146Q: 3 clusters Score -1579938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1579939.000000 Penalty: 4891.520508
	Iteration 147Q: 3 clusters Score -1579939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1579938.875000 Penalty: 4891.520508
	Iteration 148Q: 3 clusters Score -1579939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1579939.750000 Penalty: 4891.520508
	Iteration 149Q: 3 clusters Score -1579940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1579937.625000 Penalty: 4891.520508
	Iteration 150Q: 3 clusters Score -1579938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1579937.875000 Penalty: 4891.520508
	Iteration 151Q: 3 clusters Score -1579938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1579938.625000 Penalty: 4891.520508
	Iteration 152Q: 3 clusters Score -1579939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1579938.625000 Penalty: 4891.520508
	Iteration 153F: 3 clusters Score -1579939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Entering Unmasked Estep 
Score: -1055713.000000 Penalty: 2345.908203
	Iteration 0F: 2 clusters Score -1055713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1046313.562500 Penalty: 4691.816406
	Iteration 0F: 3 clusters Score -1046314 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1049465.375000 Penalty: 4691.816406
	Iteration 1F: 3 clusters Score -1049465 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1050053.875000 Penalty: 4691.816406
	Iteration 2F: 3 clusters Score -1050054 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1050591.750000 Penalty: 4691.816406
	Iteration 3F: 3 clusters Score -1050592 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1051076.750000 Penalty: 4691.816406
	Iteration 4F: 3 clusters Score -1051077 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1051538.625000 Penalty: 4691.816406
	Iteration 5F: 3 clusters Score -1051539 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1051983.000000 Penalty: 4691.816406
	Iteration 6Q: 3 clusters Score -1051983 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1052366.875000 Penalty: 4691.816406
	Iteration 7Q: 3 clusters Score -1052367 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1052667.125000 Penalty: 4691.816406
	Iteration 8Q: 3 clusters Score -1052667 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1052893.125000 Penalty: 4691.816406
	Iteration 9Q: 3 clusters Score -1052893 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1053038.750000 Penalty: 4691.816406
	Iteration 10Q: 3 clusters Score -1053039 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1053132.750000 Penalty: 4691.816406
	Iteration 11Q: 3 clusters Score -1053133 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1053191.750000 Penalty: 4691.816406
	Iteration 12Q: 3 clusters Score -1053192 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1053234.125000 Penalty: 4691.816406
	Iteration 13Q: 3 clusters Score -1053234 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1053257.000000 Penalty: 4691.816406
	Iteration 14Q: 3 clusters Score -1053257 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1053277.375000 Penalty: 4691.816406
	Iteration 15Q: 3 clusters Score -1053277 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1053296.750000 Penalty: 4691.816406
	Iteration 16Q: 3 clusters Score -1053297 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1053318.000000 Penalty: 4691.816406
	Iteration 17Q: 3 clusters Score -1053318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1053341.000000 Penalty: 4691.816406
	Iteration 18Q: 3 clusters Score -1053341 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1053357.500000 Penalty: 4691.816406
	Iteration 19Q: 3 clusters Score -1053358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1053382.125000 Penalty: 4691.816406
	Iteration 20F: 3 clusters Score -1053382 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1053406.250000 Penalty: 4691.816406
	Iteration 21Q: 3 clusters Score -1053406 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1053433.000000 Penalty: 4691.816406
	Iteration 22Q: 3 clusters Score -1053433 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1053465.875000 Penalty: 4691.816406
	Iteration 23Q: 3 clusters Score -1053466 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1053499.625000 Penalty: 4691.816406
	Iteration 24Q: 3 clusters Score -1053500 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1053546.000000 Penalty: 4691.816406
	Iteration 25Q: 3 clusters Score -1053546 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1053605.875000 Penalty: 4691.816406
	Iteration 26Q: 3 clusters Score -1053606 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1053660.125000 Penalty: 4691.816406
	Iteration 27Q: 3 clusters Score -1053660 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1053707.125000 Penalty: 4691.816406
	Iteration 28Q: 3 clusters Score -1053707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1053757.875000 Penalty: 4691.816406
	Iteration 29Q: 3 clusters Score -1053758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1053796.375000 Penalty: 4691.816406
	Iteration 30Q: 3 clusters Score -1053796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1053834.875000 Penalty: 4691.816406
	Iteration 31Q: 3 clusters Score -1053835 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1053864.375000 Penalty: 4691.816406
	Iteration 32Q: 3 clusters Score -1053864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1053896.000000 Penalty: 4691.816406
	Iteration 33Q: 3 clusters Score -1053896 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1053923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1053940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1053956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1053969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1053981.375000 Penalty: 4691.816406
	Iteration 38Q: 3 clusters Score -1053981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1053993.000000 Penalty: 4691.816406
	Iteration 39Q: 3 clusters Score -1053993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1054004.250000 Penalty: 4691.816406
	Iteration 40F: 3 clusters Score -1054004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1054010.875000 Penalty: 4691.816406
	Iteration 41Q: 3 clusters Score -1054011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1054022.250000 Penalty: 4691.816406
	Iteration 42Q: 3 clusters Score -1054022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1054029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1054034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1054041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1054050.375000 Penalty: 4691.816406
	Iteration 46Q: 3 clusters Score -1054050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1054057 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1054069.000000 Penalty: 4691.816406
	Iteration 48Q: 3 clusters Score -1054069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1054076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1054083.750000 Penalty: 4691.816406
	Iteration 50Q: 3 clusters Score -1054084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1054097.750000 Penalty: 4691.816406
	Iteration 51Q: 3 clusters Score -1054098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1054107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1054122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1054135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1054148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1054152.875000 Penalty: 4691.816406
	Iteration 56Q: 3 clusters Score -1054153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1054160.000000 Penalty: 4691.816406
	Iteration 57Q: 3 clusters Score -1054160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1054172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1054179.500000 Penalty: 4691.816406
	Iteration 59Q: 3 clusters Score -1054180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1054188.250000 Penalty: 4691.816406
	Iteration 60F: 3 clusters Score -1054188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1054193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1054202.250000 Penalty: 4691.816406
	Iteration 62Q: 3 clusters Score -1054202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1054213.125000 Penalty: 4691.816406
	Iteration 63Q: 3 clusters Score -1054213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1054225 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1054235 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1054247 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1054260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1054269.000000 Penalty: 4691.816406
	Iteration 68Q: 3 clusters Score -1054269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1054273.875000 Penalty: 4691.816406
	Iteration 69Q: 3 clusters Score -1054274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1054281.875000 Penalty: 4691.816406
	Iteration 70Q: 3 clusters Score -1054282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1054289.000000 Penalty: 4691.816406
	Iteration 71Q: 3 clusters Score -1054289 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1054301 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1054311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1054318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1054328.375000 Penalty: 4691.816406
	Iteration 75Q: 3 clusters Score -1054328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1054336.000000 Penalty: 4691.816406
	Iteration 76Q: 3 clusters Score -1054336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1054340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1054344.750000 Penalty: 4691.816406
	Iteration 78Q: 3 clusters Score -1054345 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1054348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1054354.375000 Penalty: 4691.816406
	Iteration 80F: 3 clusters Score -1054354 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1054356 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1054362 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1054368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1054375 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1054381.500000 Penalty: 4691.816406
	Iteration 85Q: 3 clusters Score -1054382 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1054383.750000 Penalty: 4691.816406
	Iteration 86Q: 3 clusters Score -1054384 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10212 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1054388 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10225 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1054390 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1054393.000000 Penalty: 4691.816406
	Iteration 89Q: 3 clusters Score -1054393 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1054392.875000 Penalty: 4691.816406
	Iteration 90Q: 3 clusters Score -1054393 nChanged 13
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Mstep: Class 1 contains 10256 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1054396 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10266 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1054398 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1054403.000000 Penalty: 4691.816406
	Iteration 93Q: 3 clusters Score -1054403 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1054402.375000 Penalty: 4691.816406
	Iteration 94Q: 3 clusters Score -1054402 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1054406.000000 Penalty: 4691.816406
	Iteration 95Q: 3 clusters Score -1054406 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1054408.125000 Penalty: 4691.816406
	Iteration 96Q: 3 clusters Score -1054408 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1054410.500000 Penalty: 4691.816406
	Iteration 97Q: 3 clusters Score -1054410 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1054412.250000 Penalty: 4691.816406
	Iteration 98Q: 3 clusters Score -1054412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1054414.250000 Penalty: 4691.816406
	Iteration 99Q: 3 clusters Score -1054414 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1054415.500000 Penalty: 4691.816406
	Iteration 100F: 3 clusters Score -1054416 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1054414.375000 Penalty: 4691.816406
	Iteration 101Q: 3 clusters Score -1054414 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1054416.625000 Penalty: 4691.816406
	Iteration 102Q: 3 clusters Score -1054417 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1054417 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1054420.500000 Penalty: 4691.816406
	Iteration 104Q: 3 clusters Score -1054420 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1054421.500000 Penalty: 4691.816406
	Iteration 105Q: 3 clusters Score -1054422 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1054426.375000 Penalty: 4691.816406
	Iteration 106Q: 3 clusters Score -1054426 nChanged 11
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Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1054431.000000 Penalty: 4691.816406
	Iteration 107Q: 3 clusters Score -1054431 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1054433.250000 Penalty: 4691.816406
	Iteration 108Q: 3 clusters Score -1054433 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1054435.375000 Penalty: 4691.816406
	Iteration 109Q: 3 clusters Score -1054435 nChanged 10
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Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1054439.875000 Penalty: 4691.816406
	Iteration 110Q: 3 clusters Score -1054440 nChanged 13
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Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1054439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1054441.250000 Penalty: 4691.816406
	Iteration 112Q: 3 clusters Score -1054441 nChanged 11
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Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1054445.750000 Penalty: 4691.816406
	Iteration 113Q: 3 clusters Score -1054446 nChanged 5
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Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1054445 nChanged 8
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Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1054447.125000 Penalty: 4691.816406
	Iteration 115Q: 3 clusters Score -1054447 nChanged 9
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Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1054447 nChanged 9
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Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1054446.250000 Penalty: 4691.816406
	Iteration 117Q: 3 clusters Score -1054446 nChanged 8
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Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1054448.250000 Penalty: 4691.816406
	Iteration 118Q: 3 clusters Score -1054448 nChanged 11
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Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1054451.375000 Penalty: 4691.816406
	Iteration 119Q: 3 clusters Score -1054451 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1054455.000000 Penalty: 4691.816406
	Iteration 120F: 3 clusters Score -1054455 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1054453.500000 Penalty: 4691.816406
	Iteration 121Q: 3 clusters Score -1054454 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1054456.500000 Penalty: 4691.816406
	Iteration 122Q: 3 clusters Score -1054456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1054456.250000 Penalty: 4691.816406
	Iteration 123Q: 3 clusters Score -1054456 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1054457 nChanged 3
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Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1054458 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1054458.625000 Penalty: 4691.816406
	Iteration 126Q: 3 clusters Score -1054459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1054460.625000 Penalty: 4691.816406
	Iteration 127Q: 3 clusters Score -1054461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1054461.000000 Penalty: 4691.816406
	Iteration 128Q: 3 clusters Score -1054461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1054461.000000 Penalty: 4691.816406
	Iteration 129Q: 3 clusters Score -1054461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1054461.750000 Penalty: 4691.816406
	Iteration 130Q: 3 clusters Score -1054462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1054461.625000 Penalty: 4691.816406
	Iteration 131Q: 3 clusters Score -1054462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1054461.625000 Penalty: 4691.816406
	Iteration 132F: 3 clusters Score -1054462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -234856.421875 Penalty: 1979.045776
	Iteration 0F: 2 clusters Score -234856.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -231613.359375 Penalty: 3958.091553
	Iteration 0F: 3 clusters Score -231613.4 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -232264.234375 Penalty: 3958.091553
	Iteration 1F: 3 clusters Score -232264.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -232454.937500 Penalty: 3958.091553
	Iteration 2F: 3 clusters Score -232454.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -232546.687500 Penalty: 3958.091553
	Iteration 3F: 3 clusters Score -232546.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -232603.359375 Penalty: 3958.091553
	Iteration 4Q: 3 clusters Score -232603.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -232646.093750 Penalty: 3958.091553
	Iteration 5Q: 3 clusters Score -232646.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -232686.671875 Penalty: 3958.091553
	Iteration 6Q: 3 clusters Score -232686.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -232723.593750 Penalty: 3958.091553
	Iteration 7Q: 3 clusters Score -232723.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -232757.312500 Penalty: 3958.091553
	Iteration 8Q: 3 clusters Score -232757.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -232786.515625 Penalty: 3958.091553
	Iteration 9Q: 3 clusters Score -232786.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -232808.453125 Penalty: 3958.091553
	Iteration 10Q: 3 clusters Score -232808.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -232829.531250 Penalty: 3958.091553
	Iteration 11Q: 3 clusters Score -232829.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -232849.062500 Penalty: 3958.091553
	Iteration 12Q: 3 clusters Score -232849.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -232868.187500 Penalty: 3958.091553
	Iteration 13Q: 3 clusters Score -232868.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -232886.984375 Penalty: 3958.091553
	Iteration 14Q: 3 clusters Score -232887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -232908.343750 Penalty: 3958.091553
	Iteration 15Q: 3 clusters Score -232908.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -232929.859375 Penalty: 3958.091553
	Iteration 16Q: 3 clusters Score -232929.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -232950.796875 Penalty: 3958.091553
	Iteration 17Q: 3 clusters Score -232950.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -232972.234375 Penalty: 3958.091553
	Iteration 18Q: 3 clusters Score -232972.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -232991.250000 Penalty: 3958.091553
	Iteration 19Q: 3 clusters Score -232991.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -233007.546875 Penalty: 3958.091553
	Iteration 20F: 3 clusters Score -233007.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -233020.234375 Penalty: 3958.091553
	Iteration 21Q: 3 clusters Score -233020.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -233029.109375 Penalty: 3958.091553
	Iteration 22Q: 3 clusters Score -233029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -233037.500000 Penalty: 3958.091553
	Iteration 23Q: 3 clusters Score -233037.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -233044.093750 Penalty: 3958.091553
	Iteration 24Q: 3 clusters Score -233044.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -233049.640625 Penalty: 3958.091553
	Iteration 25Q: 3 clusters Score -233049.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -233055.062500 Penalty: 3958.091553
	Iteration 26Q: 3 clusters Score -233055.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -233059.000000 Penalty: 3958.091553
	Iteration 27Q: 3 clusters Score -233059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -233060.390625 Penalty: 3958.091553
	Iteration 28Q: 3 clusters Score -233060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -233062.031250 Penalty: 3958.091553
	Iteration 29Q: 3 clusters Score -233062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -233065.890625 Penalty: 3958.091553
	Iteration 30Q: 3 clusters Score -233065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -233069.031250 Penalty: 3958.091553
	Iteration 31Q: 3 clusters Score -233069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -233070.921875 Penalty: 3958.091553
	Iteration 32Q: 3 clusters Score -233070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -233074.078125 Penalty: 3958.091553
	Iteration 33Q: 3 clusters Score -233074.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -233079.000000 Penalty: 3958.091553
	Iteration 34Q: 3 clusters Score -233079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -233082.234375 Penalty: 3958.091553
	Iteration 35Q: 3 clusters Score -233082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -233085.640625 Penalty: 3958.091553
	Iteration 36Q: 3 clusters Score -233085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -233087.593750 Penalty: 3958.091553
	Iteration 37Q: 3 clusters Score -233087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -233089.890625 Penalty: 3958.091553
	Iteration 38Q: 3 clusters Score -233089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -233091.640625 Penalty: 3958.091553
	Iteration 39Q: 3 clusters Score -233091.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -233094.265625 Penalty: 3958.091553
	Iteration 40F: 3 clusters Score -233094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -233096.031250 Penalty: 3958.091553
	Iteration 41Q: 3 clusters Score -233096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -233098.250000 Penalty: 3958.091553
	Iteration 42Q: 3 clusters Score -233098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -233101.093750 Penalty: 3958.091553
	Iteration 43Q: 3 clusters Score -233101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -233101.671875 Penalty: 3958.091553
	Iteration 44Q: 3 clusters Score -233101.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -233104.812500 Penalty: 3958.091553
	Iteration 45Q: 3 clusters Score -233104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -233110.312500 Penalty: 3958.091553
	Iteration 46Q: 3 clusters Score -233110.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -233113.734375 Penalty: 3958.091553
	Iteration 47Q: 3 clusters Score -233113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -233117.031250 Penalty: 3958.091553
	Iteration 48Q: 3 clusters Score -233117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -233122.218750 Penalty: 3958.091553
	Iteration 49Q: 3 clusters Score -233122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -233123.234375 Penalty: 3958.091553
	Iteration 50Q: 3 clusters Score -233123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -233125.171875 Penalty: 3958.091553
	Iteration 51Q: 3 clusters Score -233125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -233126.953125 Penalty: 3958.091553
	Iteration 52Q: 3 clusters Score -233127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -233128.937500 Penalty: 3958.091553
	Iteration 53Q: 3 clusters Score -233128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -233129.000000 Penalty: 3958.091553
	Iteration 54Q: 3 clusters Score -233129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -233129.000000 Penalty: 3958.091553
	Iteration 55F: 3 clusters Score -233129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Entering Unmasked Estep 
Score: -2142738.750000 Penalty: 2509.742188
	Iteration 0F: 2 clusters Score -2142739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2125457.000000 Penalty: 5019.484375
	Iteration 0F: 3 clusters Score -2125457 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2131216.250000 Penalty: 5019.484375
	Iteration 1F: 3 clusters Score -2131216 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2131697.250000 Penalty: 5019.484375
	Iteration 2F: 3 clusters Score -2131697 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2132182.000000 Penalty: 5019.484375
	Iteration 3Q: 3 clusters Score -2132182 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2132696.250000 Penalty: 5019.484375
	Iteration 4Q: 3 clusters Score -2132696 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2133379.750000 Penalty: 5019.484375
	Iteration 5Q: 3 clusters Score -2133380 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2134245.500000 Penalty: 5019.484375
	Iteration 6F: 3 clusters Score -2134246 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2135171.500000 Penalty: 5019.484375
	Iteration 7F: 3 clusters Score -2135172 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2136090.750000 Penalty: 5019.484375
	Iteration 8F: 3 clusters Score -2136091 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2136948.500000 Penalty: 5019.484375
	Iteration 9Q: 3 clusters Score -2136948 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2137689.000000 Penalty: 5019.484375
	Iteration 10Q: 3 clusters Score -2137689 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2138288.000000 Penalty: 5019.484375
	Iteration 11Q: 3 clusters Score -2138288 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2138752.000000 Penalty: 5019.484375
	Iteration 12Q: 3 clusters Score -2138752 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2139110.000000 Penalty: 5019.484375
	Iteration 13Q: 3 clusters Score -2139110 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2139418.500000 Penalty: 5019.484375
	Iteration 14Q: 3 clusters Score -2139418 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2139660.500000 Penalty: 5019.484375
	Iteration 15Q: 3 clusters Score -2139660 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2139885.750000 Penalty: 5019.484375
	Iteration 16Q: 3 clusters Score -2139886 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2140095.250000 Penalty: 5019.484375
	Iteration 17Q: 3 clusters Score -2140095 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2140362.500000 Penalty: 5019.484375
	Iteration 18Q: 3 clusters Score -2140362 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2140628.000000 Penalty: 5019.484375
	Iteration 19Q: 3 clusters Score -2140628 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2140875.750000 Penalty: 5019.484375
	Iteration 20F: 3 clusters Score -2140876 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2141039.500000 Penalty: 5019.484375
	Iteration 21Q: 3 clusters Score -2141040 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2141173.500000 Penalty: 5019.484375
	Iteration 22Q: 3 clusters Score -2141174 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2141289.000000 Penalty: 5019.484375
	Iteration 23Q: 3 clusters Score -2141289 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2141383.000000 Penalty: 5019.484375
	Iteration 24Q: 3 clusters Score -2141383 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2141462.250000 Penalty: 5019.484375
	Iteration 25Q: 3 clusters Score -2141462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2141541.500000 Penalty: 5019.484375
	Iteration 26Q: 3 clusters Score -2141542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2141588.750000 Penalty: 5019.484375
	Iteration 27Q: 3 clusters Score -2141589 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2141631.250000 Penalty: 5019.484375
	Iteration 28Q: 3 clusters Score -2141631 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2141668.750000 Penalty: 5019.484375
	Iteration 29Q: 3 clusters Score -2141669 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2141706.250000 Penalty: 5019.484375
	Iteration 30Q: 3 clusters Score -2141706 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2141737.750000 Penalty: 5019.484375
	Iteration 31Q: 3 clusters Score -2141738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2141768.750000 Penalty: 5019.484375
	Iteration 32Q: 3 clusters Score -2141769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2141797.500000 Penalty: 5019.484375
	Iteration 33Q: 3 clusters Score -2141798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2141829.250000 Penalty: 5019.484375
	Iteration 34Q: 3 clusters Score -2141829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2141856.500000 Penalty: 5019.484375
	Iteration 35Q: 3 clusters Score -2141856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2141870.750000 Penalty: 5019.484375
	Iteration 36Q: 3 clusters Score -2141871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2141894.500000 Penalty: 5019.484375
	Iteration 37Q: 3 clusters Score -2141894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2141920.000000 Penalty: 5019.484375
	Iteration 38Q: 3 clusters Score -2141920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2141931.750000 Penalty: 5019.484375
	Iteration 39Q: 3 clusters Score -2141932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2141959.750000 Penalty: 5019.484375
	Iteration 40F: 3 clusters Score -2141960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2141976.750000 Penalty: 5019.484375
	Iteration 41Q: 3 clusters Score -2141977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2142004.500000 Penalty: 5019.484375
	Iteration 42Q: 3 clusters Score -2142004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2142032.000000 Penalty: 5019.484375
	Iteration 43Q: 3 clusters Score -2142032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2142042.250000 Penalty: 5019.484375
	Iteration 44Q: 3 clusters Score -2142042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2142058.000000 Penalty: 5019.484375
	Iteration 45Q: 3 clusters Score -2142058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2142073.250000 Penalty: 5019.484375
	Iteration 46Q: 3 clusters Score -2142073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2142085.250000 Penalty: 5019.484375
	Iteration 47Q: 3 clusters Score -2142085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2142103.500000 Penalty: 5019.484375
	Iteration 48Q: 3 clusters Score -2142104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2142113.750000 Penalty: 5019.484375
	Iteration 49Q: 3 clusters Score -2142114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2142126.250000 Penalty: 5019.484375
	Iteration 50Q: 3 clusters Score -2142126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2142142.000000 Penalty: 5019.484375
	Iteration 51Q: 3 clusters Score -2142142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2142146.500000 Penalty: 5019.484375
	Iteration 52Q: 3 clusters Score -2142146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2142160.500000 Penalty: 5019.484375
	Iteration 53Q: 3 clusters Score -2142160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2142162.000000 Penalty: 5019.484375
	Iteration 54Q: 3 clusters Score -2142162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2142168.250000 Penalty: 5019.484375
	Iteration 55Q: 3 clusters Score -2142168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2142169.250000 Penalty: 5019.484375
	Iteration 56Q: 3 clusters Score -2142169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2142171.750000 Penalty: 5019.484375
	Iteration 57Q: 3 clusters Score -2142172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2142176.500000 Penalty: 5019.484375
	Iteration 58Q: 3 clusters Score -2142176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2142180.750000 Penalty: 5019.484375
	Iteration 59Q: 3 clusters Score -2142181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2142177.750000 Penalty: 5019.484375
	Iteration 60F: 3 clusters Score -2142178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2142182.000000 Penalty: 5019.484375
	Iteration 61Q: 3 clusters Score -2142182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2142183.250000 Penalty: 5019.484375
	Iteration 62Q: 3 clusters Score -2142183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2142185.500000 Penalty: 5019.484375
	Iteration 63Q: 3 clusters Score -2142186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2142183.500000 Penalty: 5019.484375
	Iteration 64Q: 3 clusters Score -2142184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2142185.250000 Penalty: 5019.484375
	Iteration 65Q: 3 clusters Score -2142185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2142189.750000 Penalty: 5019.484375
	Iteration 66Q: 3 clusters Score -2142190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2142188.000000 Penalty: 5019.484375
	Iteration 67Q: 3 clusters Score -2142188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2142187.750000 Penalty: 5019.484375
	Iteration 68Q: 3 clusters Score -2142188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2142187.750000 Penalty: 5019.484375
	Iteration 69Q: 3 clusters Score -2142188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2142186.250000 Penalty: 5019.484375
	Iteration 70Q: 3 clusters Score -2142186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2142187.250000 Penalty: 5019.484375
	Iteration 71Q: 3 clusters Score -2142187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2142187.250000 Penalty: 5019.484375
	Iteration 72Q: 3 clusters Score -2142187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2142188.250000 Penalty: 5019.484375
	Iteration 73Q: 3 clusters Score -2142188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2142185.750000 Penalty: 5019.484375
	Iteration 74Q: 3 clusters Score -2142186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2142190.000000 Penalty: 5019.484375
	Iteration 75Q: 3 clusters Score -2142190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2142188.000000 Penalty: 5019.484375
	Iteration 76Q: 3 clusters Score -2142188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2142190.250000 Penalty: 5019.484375
	Iteration 77Q: 3 clusters Score -2142190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2142192.250000 Penalty: 5019.484375
	Iteration 78Q: 3 clusters Score -2142192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2142192.250000 Penalty: 5019.484375
	Iteration 79F: 3 clusters Score -2142192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Entering Unmasked Estep 
Score: -612006.312500 Penalty: 2218.700928
	Iteration 0F: 2 clusters Score -612006.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -605795.562500 Penalty: 4437.401855
	Iteration 0F: 3 clusters Score -605795.6 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -607675.250000 Penalty: 4437.401855
	Iteration 1F: 3 clusters Score -607675.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -607990.000000 Penalty: 4437.401855
	Iteration 2F: 3 clusters Score -607990 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -608219.750000 Penalty: 4437.401855
	Iteration 3F: 3 clusters Score -608219.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -608416.375000 Penalty: 4437.401855
	Iteration 4Q: 3 clusters Score -608416.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -608591.562500 Penalty: 4437.401855
	Iteration 5Q: 3 clusters Score -608591.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -608735.937500 Penalty: 4437.401855
	Iteration 6Q: 3 clusters Score -608735.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -608841.062500 Penalty: 4437.401855
	Iteration 7Q: 3 clusters Score -608841.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -608939.312500 Penalty: 4437.401855
	Iteration 8Q: 3 clusters Score -608939.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -609032.062500 Penalty: 4437.401855
	Iteration 9Q: 3 clusters Score -609032.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -609129.250000 Penalty: 4437.401855
	Iteration 10Q: 3 clusters Score -609129.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -609218.000000 Penalty: 4437.401855
	Iteration 11Q: 3 clusters Score -609218 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -609299.000000 Penalty: 4437.401855
	Iteration 12Q: 3 clusters Score -609299 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -609363.562500 Penalty: 4437.401855
	Iteration 13Q: 3 clusters Score -609363.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -609426.312500 Penalty: 4437.401855
	Iteration 14Q: 3 clusters Score -609426.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -609475.437500 Penalty: 4437.401855
	Iteration 15Q: 3 clusters Score -609475.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -609526.375000 Penalty: 4437.401855
	Iteration 16Q: 3 clusters Score -609526.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -609569.750000 Penalty: 4437.401855
	Iteration 17Q: 3 clusters Score -609569.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -609610.937500 Penalty: 4437.401855
	Iteration 18Q: 3 clusters Score -609610.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -609657.437500 Penalty: 4437.401855
	Iteration 19Q: 3 clusters Score -609657.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -609702.062500 Penalty: 4437.401855
	Iteration 20F: 3 clusters Score -609702.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -609757.437500 Penalty: 4437.401855
	Iteration 21Q: 3 clusters Score -609757.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -609804.312500 Penalty: 4437.401855
	Iteration 22Q: 3 clusters Score -609804.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -609855.437500 Penalty: 4437.401855
	Iteration 23Q: 3 clusters Score -609855.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -609911.875000 Penalty: 4437.401855
	Iteration 24Q: 3 clusters Score -609911.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -609961.812500 Penalty: 4437.401855
	Iteration 25Q: 3 clusters Score -609961.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -610003.125000 Penalty: 4437.401855
	Iteration 26Q: 3 clusters Score -610003.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -610032.250000 Penalty: 4437.401855
	Iteration 27Q: 3 clusters Score -610032.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -610058.187500 Penalty: 4437.401855
	Iteration 28Q: 3 clusters Score -610058.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -610082.437500 Penalty: 4437.401855
	Iteration 29Q: 3 clusters Score -610082.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -610104.750000 Penalty: 4437.401855
	Iteration 30Q: 3 clusters Score -610104.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -610118.125000 Penalty: 4437.401855
	Iteration 31Q: 3 clusters Score -610118.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -610132.500000 Penalty: 4437.401855
	Iteration 32Q: 3 clusters Score -610132.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -610143.687500 Penalty: 4437.401855
	Iteration 33Q: 3 clusters Score -610143.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -610151.437500 Penalty: 4437.401855
	Iteration 34Q: 3 clusters Score -610151.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -610168.687500 Penalty: 4437.401855
	Iteration 35Q: 3 clusters Score -610168.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -610183.437500 Penalty: 4437.401855
	Iteration 36Q: 3 clusters Score -610183.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -610192.187500 Penalty: 4437.401855
	Iteration 37Q: 3 clusters Score -610192.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -610199.375000 Penalty: 4437.401855
	Iteration 38Q: 3 clusters Score -610199.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -610204.687500 Penalty: 4437.401855
	Iteration 39Q: 3 clusters Score -610204.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -610216.312500 Penalty: 4437.401855
	Iteration 40F: 3 clusters Score -610216.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -610227.375000 Penalty: 4437.401855
	Iteration 41Q: 3 clusters Score -610227.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -610235.625000 Penalty: 4437.401855
	Iteration 42Q: 3 clusters Score -610235.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -610242.312500 Penalty: 4437.401855
	Iteration 43Q: 3 clusters Score -610242.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -610250.937500 Penalty: 4437.401855
	Iteration 44Q: 3 clusters Score -610250.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -610258.750000 Penalty: 4437.401855
	Iteration 45Q: 3 clusters Score -610258.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -610267.500000 Penalty: 4437.401855
	Iteration 46Q: 3 clusters Score -610267.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -610279.187500 Penalty: 4437.401855
	Iteration 47Q: 3 clusters Score -610279.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -610290.437500 Penalty: 4437.401855
	Iteration 48Q: 3 clusters Score -610290.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -610305.937500 Penalty: 4437.401855
	Iteration 49Q: 3 clusters Score -610305.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -610317.625000 Penalty: 4437.401855
	Iteration 50Q: 3 clusters Score -610317.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -610324.437500 Penalty: 4437.401855
	Iteration 51Q: 3 clusters Score -610324.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -610334.500000 Penalty: 4437.401855
	Iteration 52Q: 3 clusters Score -610334.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -610344.062500 Penalty: 4437.401855
	Iteration 53Q: 3 clusters Score -610344.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -610351.812500 Penalty: 4437.401855
	Iteration 54Q: 3 clusters Score -610351.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -610361.000000 Penalty: 4437.401855
	Iteration 55Q: 3 clusters Score -610361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -610371.375000 Penalty: 4437.401855
	Iteration 56Q: 3 clusters Score -610371.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -610386.687500 Penalty: 4437.401855
	Iteration 57Q: 3 clusters Score -610386.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -610399.812500 Penalty: 4437.401855
	Iteration 58Q: 3 clusters Score -610399.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -610410.125000 Penalty: 4437.401855
	Iteration 59Q: 3 clusters Score -610410.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -610415.125000 Penalty: 4437.401855
	Iteration 60F: 3 clusters Score -610415.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -610422.937500 Penalty: 4437.401855
	Iteration 61Q: 3 clusters Score -610422.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -610425.875000 Penalty: 4437.401855
	Iteration 62Q: 3 clusters Score -610425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -610433.312500 Penalty: 4437.401855
	Iteration 63Q: 3 clusters Score -610433.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -610440.750000 Penalty: 4437.401855
	Iteration 64Q: 3 clusters Score -610440.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -610453.812500 Penalty: 4437.401855
	Iteration 65Q: 3 clusters Score -610453.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -610465.687500 Penalty: 4437.401855
	Iteration 66Q: 3 clusters Score -610465.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -610475.187500 Penalty: 4437.401855
	Iteration 67Q: 3 clusters Score -610475.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -610487.312500 Penalty: 4437.401855
	Iteration 68Q: 3 clusters Score -610487.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -610496.312500 Penalty: 4437.401855
	Iteration 69Q: 3 clusters Score -610496.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -610504.062500 Penalty: 4437.401855
	Iteration 70Q: 3 clusters Score -610504.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -610512.062500 Penalty: 4437.401855
	Iteration 71Q: 3 clusters Score -610512.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -610517.312500 Penalty: 4437.401855
	Iteration 72Q: 3 clusters Score -610517.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -610523.125000 Penalty: 4437.401855
	Iteration 73Q: 3 clusters Score -610523.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -610534.875000 Penalty: 4437.401855
	Iteration 74Q: 3 clusters Score -610534.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -610544.812500 Penalty: 4437.401855
	Iteration 75Q: 3 clusters Score -610544.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -610557.000000 Penalty: 4437.401855
	Iteration 76Q: 3 clusters Score -610557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -610567.937500 Penalty: 4437.401855
	Iteration 77Q: 3 clusters Score -610567.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -610573.937500 Penalty: 4437.401855
	Iteration 78Q: 3 clusters Score -610573.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -610578.187500 Penalty: 4437.401855
	Iteration 79Q: 3 clusters Score -610578.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -610585.687500 Penalty: 4437.401855
	Iteration 80F: 3 clusters Score -610585.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -610599.500000 Penalty: 4437.401855
	Iteration 81Q: 3 clusters Score -610599.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -610615.875000 Penalty: 4437.401855
	Iteration 82Q: 3 clusters Score -610615.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -610627.687500 Penalty: 4437.401855
	Iteration 83Q: 3 clusters Score -610627.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -610639.562500 Penalty: 4437.401855
	Iteration 84Q: 3 clusters Score -610639.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -610649.500000 Penalty: 4437.401855
	Iteration 85Q: 3 clusters Score -610649.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -610663.750000 Penalty: 4437.401855
	Iteration 86Q: 3 clusters Score -610663.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -610680.812500 Penalty: 4437.401855
	Iteration 87Q: 3 clusters Score -610680.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -610702.437500 Penalty: 4437.401855
	Iteration 88Q: 3 clusters Score -610702.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -610725.500000 Penalty: 4437.401855
	Iteration 89Q: 3 clusters Score -610725.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -610747.625000 Penalty: 4437.401855
	Iteration 90Q: 3 clusters Score -610747.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -610785.187500 Penalty: 4437.401855
	Iteration 91Q: 3 clusters Score -610785.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -610829.875000 Penalty: 4437.401855
	Iteration 92Q: 3 clusters Score -610829.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -610869.562500 Penalty: 4437.401855
	Iteration 93Q: 3 clusters Score -610869.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -610893.250000 Penalty: 4437.401855
	Iteration 94Q: 3 clusters Score -610893.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -610904.625000 Penalty: 4437.401855
	Iteration 95Q: 3 clusters Score -610904.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -610919.437500 Penalty: 4437.401855
	Iteration 96Q: 3 clusters Score -610919.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -610932.500000 Penalty: 4437.401855
	Iteration 97Q: 3 clusters Score -610932.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -610941.875000 Penalty: 4437.401855
	Iteration 98Q: 3 clusters Score -610941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -610946.500000 Penalty: 4437.401855
	Iteration 99Q: 3 clusters Score -610946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -610950.062500 Penalty: 4437.401855
	Iteration 100F: 3 clusters Score -610950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -610952.812500 Penalty: 4437.401855
	Iteration 101Q: 3 clusters Score -610952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -610952.812500 Penalty: 4437.401855
	Iteration 102Q: 3 clusters Score -610952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -610952.812500 Penalty: 4437.401855
	Iteration 103F: 3 clusters Score -610952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -468304.718750 Penalty: 2128.393311
	Iteration 0F: 2 clusters Score -468304.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -463579.968750 Penalty: 4256.786621
	Iteration 0F: 3 clusters Score -463580 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -464787.000000 Penalty: 4256.786621
	Iteration 1F: 3 clusters Score -464787 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -465021.500000 Penalty: 4256.786621
	Iteration 2F: 3 clusters Score -465021.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -465151.250000 Penalty: 4256.786621
	Iteration 3Q: 3 clusters Score -465151.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -465233.687500 Penalty: 4256.786621
	Iteration 4Q: 3 clusters Score -465233.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -465286.156250 Penalty: 4256.786621
	Iteration 5Q: 3 clusters Score -465286.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -465338.750000 Penalty: 4256.786621
	Iteration 6Q: 3 clusters Score -465338.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -465386.781250 Penalty: 4256.786621
	Iteration 7Q: 3 clusters Score -465386.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -465422.906250 Penalty: 4256.786621
	Iteration 8Q: 3 clusters Score -465422.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -465459.718750 Penalty: 4256.786621
	Iteration 9Q: 3 clusters Score -465459.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -465496.968750 Penalty: 4256.786621
	Iteration 10Q: 3 clusters Score -465497 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -465534.375000 Penalty: 4256.786621
	Iteration 11Q: 3 clusters Score -465534.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -465577.093750 Penalty: 4256.786621
	Iteration 12Q: 3 clusters Score -465577.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -465619.406250 Penalty: 4256.786621
	Iteration 13Q: 3 clusters Score -465619.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -465667.218750 Penalty: 4256.786621
	Iteration 14Q: 3 clusters Score -465667.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -465712.312500 Penalty: 4256.786621
	Iteration 15Q: 3 clusters Score -465712.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -465763.812500 Penalty: 4256.786621
	Iteration 16Q: 3 clusters Score -465763.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -465817.718750 Penalty: 4256.786621
	Iteration 17Q: 3 clusters Score -465817.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -465883.781250 Penalty: 4256.786621
	Iteration 18Q: 3 clusters Score -465883.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -465951.750000 Penalty: 4256.786621
	Iteration 19Q: 3 clusters Score -465951.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -466019.312500 Penalty: 4256.786621
	Iteration 20F: 3 clusters Score -466019.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -466074.031250 Penalty: 4256.786621
	Iteration 21Q: 3 clusters Score -466074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -466128.750000 Penalty: 4256.786621
	Iteration 22Q: 3 clusters Score -466128.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -466185.156250 Penalty: 4256.786621
	Iteration 23Q: 3 clusters Score -466185.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -466234.812500 Penalty: 4256.786621
	Iteration 24Q: 3 clusters Score -466234.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -466279.000000 Penalty: 4256.786621
	Iteration 25Q: 3 clusters Score -466279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -466313.312500 Penalty: 4256.786621
	Iteration 26Q: 3 clusters Score -466313.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -466347.437500 Penalty: 4256.786621
	Iteration 27Q: 3 clusters Score -466347.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -466377.906250 Penalty: 4256.786621
	Iteration 28Q: 3 clusters Score -466377.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -466411.093750 Penalty: 4256.786621
	Iteration 29Q: 3 clusters Score -466411.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -466431.968750 Penalty: 4256.786621
	Iteration 30Q: 3 clusters Score -466432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -466442.343750 Penalty: 4256.786621
	Iteration 31Q: 3 clusters Score -466442.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -466453.000000 Penalty: 4256.786621
	Iteration 32Q: 3 clusters Score -466453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -466462.437500 Penalty: 4256.786621
	Iteration 33Q: 3 clusters Score -466462.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -466468.562500 Penalty: 4256.786621
	Iteration 34Q: 3 clusters Score -466468.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -466477.843750 Penalty: 4256.786621
	Iteration 35Q: 3 clusters Score -466477.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -466485.781250 Penalty: 4256.786621
	Iteration 36Q: 3 clusters Score -466485.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -466493.531250 Penalty: 4256.786621
	Iteration 37Q: 3 clusters Score -466493.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -466499.875000 Penalty: 4256.786621
	Iteration 38Q: 3 clusters Score -466499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -466502.250000 Penalty: 4256.786621
	Iteration 39Q: 3 clusters Score -466502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -466505.500000 Penalty: 4256.786621
	Iteration 40F: 3 clusters Score -466505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -466508.843750 Penalty: 4256.786621
	Iteration 41Q: 3 clusters Score -466508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -466509.906250 Penalty: 4256.786621
	Iteration 42Q: 3 clusters Score -466509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -466512.406250 Penalty: 4256.786621
	Iteration 43Q: 3 clusters Score -466512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -466513.687500 Penalty: 4256.786621
	Iteration 44Q: 3 clusters Score -466513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -466515.093750 Penalty: 4256.786621
	Iteration 45Q: 3 clusters Score -466515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -466515.375000 Penalty: 4256.786621
	Iteration 46Q: 3 clusters Score -466515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -466517.250000 Penalty: 4256.786621
	Iteration 47Q: 3 clusters Score -466517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -466518.125000 Penalty: 4256.786621
	Iteration 48Q: 3 clusters Score -466518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -466518.125000 Penalty: 4256.786621
	Iteration 49F: 3 clusters Score -466518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -524553.875000 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -524553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -519450.406250 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -519450.4 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -520667.687500 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -520667.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -520872.468750 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -520872.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -521005.125000 Penalty: 4314.380371
	Iteration 3Q: 3 clusters Score -521005.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -521110.687500 Penalty: 4314.380371
	Iteration 4Q: 3 clusters Score -521110.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -521208.062500 Penalty: 4314.380371
	Iteration 5Q: 3 clusters Score -521208.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -521286.031250 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -521286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -521358.906250 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -521358.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -521438.968750 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -521439 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -521518.781250 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -521518.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -521602.968750 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -521603 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -521692.406250 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -521692.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -521802.468750 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -521802.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -521921.000000 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -521921 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -522028.562500 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -522028.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -522141.343750 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -522141.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -522246.500000 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -522246.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -522330.968750 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -522331 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -522401.468750 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -522401.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -522453.531250 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -522453.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -522492.031250 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -522492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -522520.750000 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -522520.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -522553.250000 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -522553.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -522573.906250 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -522573.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -522589.062500 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -522589.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -522606.437500 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -522606.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -522628.031250 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -522628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -522647.593750 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -522647.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -522659.906250 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -522659.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -522669.625000 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -522669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -522675.187500 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -522675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -522680.531250 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -522680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -522690.562500 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -522690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -522694.593750 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -522694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -522697.312500 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -522697.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -522697.312500 Penalty: 4314.380371
	Iteration 35F: 3 clusters Score -522697.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Entering Unmasked Estep 
Score: -780971.125000 Penalty: 2257.234619
	Iteration 0F: 2 clusters Score -780971.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -773946.937500 Penalty: 4514.469238
	Iteration 0F: 3 clusters Score -773946.9 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -775928.125000 Penalty: 4514.469238
	Iteration 1F: 3 clusters Score -775928.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -776189.625000 Penalty: 4514.469238
	Iteration 2F: 3 clusters Score -776189.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -776348.875000 Penalty: 4514.469238
	Iteration 3Q: 3 clusters Score -776348.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -776477.500000 Penalty: 4514.469238
	Iteration 4Q: 3 clusters Score -776477.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -776604.562500 Penalty: 4514.469238
	Iteration 5Q: 3 clusters Score -776604.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -776719.562500 Penalty: 4514.469238
	Iteration 6Q: 3 clusters Score -776719.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -776844.500000 Penalty: 4514.469238
	Iteration 7Q: 3 clusters Score -776844.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -776967.750000 Penalty: 4514.469238
	Iteration 8Q: 3 clusters Score -776967.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -777107.312500 Penalty: 4514.469238
	Iteration 9Q: 3 clusters Score -777107.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -777279.312500 Penalty: 4514.469238
	Iteration 10Q: 3 clusters Score -777279.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -777471.062500 Penalty: 4514.469238
	Iteration 11Q: 3 clusters Score -777471.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -777676.750000 Penalty: 4514.469238
	Iteration 12Q: 3 clusters Score -777676.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -777915.937500 Penalty: 4514.469238
	Iteration 13Q: 3 clusters Score -777915.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -778170.875000 Penalty: 4514.469238
	Iteration 14Q: 3 clusters Score -778170.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -778396.000000 Penalty: 4514.469238
	Iteration 15Q: 3 clusters Score -778396 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -778538.000000 Penalty: 4514.469238
	Iteration 16Q: 3 clusters Score -778538 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -778651.187500 Penalty: 4514.469238
	Iteration 17Q: 3 clusters Score -778651.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -778750.875000 Penalty: 4514.469238
	Iteration 18Q: 3 clusters Score -778750.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -778822.750000 Penalty: 4514.469238
	Iteration 19Q: 3 clusters Score -778822.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -778877.062500 Penalty: 4514.469238
	Iteration 20F: 3 clusters Score -778877.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -778911.562500 Penalty: 4514.469238
	Iteration 21Q: 3 clusters Score -778911.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -778937.250000 Penalty: 4514.469238
	Iteration 22Q: 3 clusters Score -778937.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -778957.937500 Penalty: 4514.469238
	Iteration 23Q: 3 clusters Score -778957.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -778975.312500 Penalty: 4514.469238
	Iteration 24Q: 3 clusters Score -778975.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -778994.187500 Penalty: 4514.469238
	Iteration 25Q: 3 clusters Score -778994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -779006.312500 Penalty: 4514.469238
	Iteration 26Q: 3 clusters Score -779006.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -779017.875000 Penalty: 4514.469238
	Iteration 27Q: 3 clusters Score -779017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -779030.187500 Penalty: 4514.469238
	Iteration 28Q: 3 clusters Score -779030.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -779041.937500 Penalty: 4514.469238
	Iteration 29Q: 3 clusters Score -779041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -779044.812500 Penalty: 4514.469238
	Iteration 30Q: 3 clusters Score -779044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -779046.625000 Penalty: 4514.469238
	Iteration 31Q: 3 clusters Score -779046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -779047.562500 Penalty: 4514.469238
	Iteration 32Q: 3 clusters Score -779047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -779048.000000 Penalty: 4514.469238
	Iteration 33Q: 3 clusters Score -779048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -779048.000000 Penalty: 4514.469238
	Iteration 34F: 3 clusters Score -779048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -276700.093750 Penalty: 1998.465210
	Iteration 0F: 2 clusters Score -276700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -273357.468750 Penalty: 3996.930420
	Iteration 0F: 3 clusters Score -273357.5 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -274059.562500 Penalty: 3996.930420
	Iteration 1F: 3 clusters Score -274059.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -274186.062500 Penalty: 3996.930420
	Iteration 2F: 3 clusters Score -274186.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -274244.656250 Penalty: 3996.930420
	Iteration 3Q: 3 clusters Score -274244.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -274292.718750 Penalty: 3996.930420
	Iteration 4Q: 3 clusters Score -274292.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -274328.062500 Penalty: 3996.930420
	Iteration 5Q: 3 clusters Score -274328.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -274352.125000 Penalty: 3996.930420
	Iteration 6Q: 3 clusters Score -274352.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -274370.656250 Penalty: 3996.930420
	Iteration 7Q: 3 clusters Score -274370.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -274386.093750 Penalty: 3996.930420
	Iteration 8Q: 3 clusters Score -274386.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -274399.843750 Penalty: 3996.930420
	Iteration 9Q: 3 clusters Score -274399.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -274410.375000 Penalty: 3996.930420
	Iteration 10Q: 3 clusters Score -274410.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -274417.093750 Penalty: 3996.930420
	Iteration 11Q: 3 clusters Score -274417.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -274420.312500 Penalty: 3996.930420
	Iteration 12Q: 3 clusters Score -274420.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -274422.812500 Penalty: 3996.930420
	Iteration 13Q: 3 clusters Score -274422.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -274427.625000 Penalty: 3996.930420
	Iteration 14Q: 3 clusters Score -274427.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -274432.031250 Penalty: 3996.930420
	Iteration 15Q: 3 clusters Score -274432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -274437.968750 Penalty: 3996.930420
	Iteration 16Q: 3 clusters Score -274438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -274444.312500 Penalty: 3996.930420
	Iteration 17Q: 3 clusters Score -274444.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -274449.187500 Penalty: 3996.930420
	Iteration 18Q: 3 clusters Score -274449.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -274455.375000 Penalty: 3996.930420
	Iteration 19Q: 3 clusters Score -274455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -274460.531250 Penalty: 3996.930420
	Iteration 20F: 3 clusters Score -274460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -274462.937500 Penalty: 3996.930420
	Iteration 21Q: 3 clusters Score -274462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -274464.312500 Penalty: 3996.930420
	Iteration 22Q: 3 clusters Score -274464.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -274465.875000 Penalty: 3996.930420
	Iteration 23Q: 3 clusters Score -274465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -274466.843750 Penalty: 3996.930420
	Iteration 24Q: 3 clusters Score -274466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -274466.937500 Penalty: 3996.930420
	Iteration 25Q: 3 clusters Score -274466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -274469.000000 Penalty: 3996.930420
	Iteration 26Q: 3 clusters Score -274469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -274471.343750 Penalty: 3996.930420
	Iteration 27Q: 3 clusters Score -274471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -274475.687500 Penalty: 3996.930420
	Iteration 28Q: 3 clusters Score -274475.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -274479.562500 Penalty: 3996.930420
	Iteration 29Q: 3 clusters Score -274479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -274481.562500 Penalty: 3996.930420
	Iteration 30Q: 3 clusters Score -274481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -274483.687500 Penalty: 3996.930420
	Iteration 31Q: 3 clusters Score -274483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -274486.062500 Penalty: 3996.930420
	Iteration 32Q: 3 clusters Score -274486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -274488.562500 Penalty: 3996.930420
	Iteration 33Q: 3 clusters Score -274488.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -274490.843750 Penalty: 3996.930420
	Iteration 34Q: 3 clusters Score -274490.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -274493.156250 Penalty: 3996.930420
	Iteration 35Q: 3 clusters Score -274493.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -274496.593750 Penalty: 3996.930420
	Iteration 36Q: 3 clusters Score -274496.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -274499.937500 Penalty: 3996.930420
	Iteration 37Q: 3 clusters Score -274499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -274503.937500 Penalty: 3996.930420
	Iteration 38Q: 3 clusters Score -274503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -274506.562500 Penalty: 3996.930420
	Iteration 39Q: 3 clusters Score -274506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -274510.000000 Penalty: 3996.930420
	Iteration 40F: 3 clusters Score -274510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -274512.437500 Penalty: 3996.930420
	Iteration 41Q: 3 clusters Score -274512.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -274515.125000 Penalty: 3996.930420
	Iteration 42Q: 3 clusters Score -274515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -274517.250000 Penalty: 3996.930420
	Iteration 43Q: 3 clusters Score -274517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -274519.218750 Penalty: 3996.930420
	Iteration 44Q: 3 clusters Score -274519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -274521.375000 Penalty: 3996.930420
	Iteration 45Q: 3 clusters Score -274521.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -274523.531250 Penalty: 3996.930420
	Iteration 46Q: 3 clusters Score -274523.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -274525.875000 Penalty: 3996.930420
	Iteration 47Q: 3 clusters Score -274525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -274528.937500 Penalty: 3996.930420
	Iteration 48Q: 3 clusters Score -274528.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -274530.937500 Penalty: 3996.930420
	Iteration 49Q: 3 clusters Score -274530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -274532.562500 Penalty: 3996.930420
	Iteration 50Q: 3 clusters Score -274532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -274533.843750 Penalty: 3996.930420
	Iteration 51Q: 3 clusters Score -274533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -274535.781250 Penalty: 3996.930420
	Iteration 52Q: 3 clusters Score -274535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -274536.500000 Penalty: 3996.930420
	Iteration 53Q: 3 clusters Score -274536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -274537.562500 Penalty: 3996.930420
	Iteration 54Q: 3 clusters Score -274537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -274537.812500 Penalty: 3996.930420
	Iteration 55Q: 3 clusters Score -274537.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -274538.000000 Penalty: 3996.930420
	Iteration 56Q: 3 clusters Score -274538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -274538.000000 Penalty: 3996.930420
	Iteration 57F: 3 clusters Score -274538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Entering Unmasked Estep 
Score: -694383.562500 Penalty: 2233.523193
	Iteration 0F: 2 clusters Score -694383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -687972.000000 Penalty: 4467.046387
	Iteration 0F: 3 clusters Score -687972 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -689697.562500 Penalty: 4467.046387
	Iteration 1F: 3 clusters Score -689697.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -689975.250000 Penalty: 4467.046387
	Iteration 2F: 3 clusters Score -689975.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -690146.250000 Penalty: 4467.046387
	Iteration 3Q: 3 clusters Score -690146.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -690268.125000 Penalty: 4467.046387
	Iteration 4Q: 3 clusters Score -690268.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -690366.687500 Penalty: 4467.046387
	Iteration 5Q: 3 clusters Score -690366.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -690461.312500 Penalty: 4467.046387
	Iteration 6Q: 3 clusters Score -690461.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -690545.062500 Penalty: 4467.046387
	Iteration 7Q: 3 clusters Score -690545.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -690615.562500 Penalty: 4467.046387
	Iteration 8Q: 3 clusters Score -690615.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -690689.687500 Penalty: 4467.046387
	Iteration 9Q: 3 clusters Score -690689.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -690748.937500 Penalty: 4467.046387
	Iteration 10Q: 3 clusters Score -690748.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -690816.812500 Penalty: 4467.046387
	Iteration 11Q: 3 clusters Score -690816.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -690899.125000 Penalty: 4467.046387
	Iteration 12Q: 3 clusters Score -690899.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -690989.875000 Penalty: 4467.046387
	Iteration 13Q: 3 clusters Score -690989.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -691080.437500 Penalty: 4467.046387
	Iteration 14Q: 3 clusters Score -691080.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -691182.937500 Penalty: 4467.046387
	Iteration 15Q: 3 clusters Score -691182.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -691297.500000 Penalty: 4467.046387
	Iteration 16Q: 3 clusters Score -691297.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -691428.625000 Penalty: 4467.046387
	Iteration 17Q: 3 clusters Score -691428.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -691533.500000 Penalty: 4467.046387
	Iteration 18Q: 3 clusters Score -691533.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -691635.437500 Penalty: 4467.046387
	Iteration 19Q: 3 clusters Score -691635.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -691727.812500 Penalty: 4467.046387
	Iteration 20F: 3 clusters Score -691727.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -691817.000000 Penalty: 4467.046387
	Iteration 21Q: 3 clusters Score -691817 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -691913.812500 Penalty: 4467.046387
	Iteration 22Q: 3 clusters Score -691913.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -692007.875000 Penalty: 4467.046387
	Iteration 23Q: 3 clusters Score -692007.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -692089.437500 Penalty: 4467.046387
	Iteration 24Q: 3 clusters Score -692089.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -692167.500000 Penalty: 4467.046387
	Iteration 25Q: 3 clusters Score -692167.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -692224.187500 Penalty: 4467.046387
	Iteration 26Q: 3 clusters Score -692224.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -692260.750000 Penalty: 4467.046387
	Iteration 27Q: 3 clusters Score -692260.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -692289.750000 Penalty: 4467.046387
	Iteration 28Q: 3 clusters Score -692289.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -692306.875000 Penalty: 4467.046387
	Iteration 29Q: 3 clusters Score -692306.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -692317.812500 Penalty: 4467.046387
	Iteration 30Q: 3 clusters Score -692317.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -692333.937500 Penalty: 4467.046387
	Iteration 31Q: 3 clusters Score -692333.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -692343.812500 Penalty: 4467.046387
	Iteration 32Q: 3 clusters Score -692343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -692347.562500 Penalty: 4467.046387
	Iteration 33Q: 3 clusters Score -692347.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -692350.000000 Penalty: 4467.046387
	Iteration 34Q: 3 clusters Score -692350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -692354.812500 Penalty: 4467.046387
	Iteration 35Q: 3 clusters Score -692354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -692359.187500 Penalty: 4467.046387
	Iteration 36Q: 3 clusters Score -692359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -692361.875000 Penalty: 4467.046387
	Iteration 37Q: 3 clusters Score -692361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -692366.250000 Penalty: 4467.046387
	Iteration 38Q: 3 clusters Score -692366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -692368.125000 Penalty: 4467.046387
	Iteration 39Q: 3 clusters Score -692368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -692372.875000 Penalty: 4467.046387
	Iteration 40F: 3 clusters Score -692372.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -692378.750000 Penalty: 4467.046387
	Iteration 41Q: 3 clusters Score -692378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -692381.875000 Penalty: 4467.046387
	Iteration 42Q: 3 clusters Score -692381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -692388.500000 Penalty: 4467.046387
	Iteration 43Q: 3 clusters Score -692388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -692391.500000 Penalty: 4467.046387
	Iteration 44Q: 3 clusters Score -692391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -692399.000000 Penalty: 4467.046387
	Iteration 45Q: 3 clusters Score -692399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -692403.125000 Penalty: 4467.046387
	Iteration 46Q: 3 clusters Score -692403.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -692407.750000 Penalty: 4467.046387
	Iteration 47Q: 3 clusters Score -692407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -692411.500000 Penalty: 4467.046387
	Iteration 48Q: 3 clusters Score -692411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -692412.812500 Penalty: 4467.046387
	Iteration 49Q: 3 clusters Score -692412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -692418.250000 Penalty: 4467.046387
	Iteration 50Q: 3 clusters Score -692418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -692418.750000 Penalty: 4467.046387
	Iteration 51Q: 3 clusters Score -692418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -692420.750000 Penalty: 4467.046387
	Iteration 52Q: 3 clusters Score -692420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -692423.750000 Penalty: 4467.046387
	Iteration 53Q: 3 clusters Score -692423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -692428.937500 Penalty: 4467.046387
	Iteration 54Q: 3 clusters Score -692428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -692435.562500 Penalty: 4467.046387
	Iteration 55Q: 3 clusters Score -692435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -692440.187500 Penalty: 4467.046387
	Iteration 56Q: 3 clusters Score -692440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -692439.562500 Penalty: 4467.046387
	Iteration 57Q: 3 clusters Score -692439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -692440.187500 Penalty: 4467.046387
	Iteration 58Q: 3 clusters Score -692440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -692440.187500 Penalty: 4467.046387
	Iteration 59F: 3 clusters Score -692440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Entering Unmasked Estep 
Score: -1723403.250000 Penalty: 2456.684326
	Iteration 0F: 2 clusters Score -1723403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1709309.750000 Penalty: 4913.368652
	Iteration 0F: 3 clusters Score -1709310 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1714115.875000 Penalty: 4913.368652
	Iteration 1F: 3 clusters Score -1714116 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1714624.000000 Penalty: 4913.368652
	Iteration 2F: 3 clusters Score -1714624 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1715043.375000 Penalty: 4913.368652
	Iteration 3F: 3 clusters Score -1715043 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1715488.625000 Penalty: 4913.368652
	Iteration 4F: 3 clusters Score -1715489 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1715952.750000 Penalty: 4913.368652
	Iteration 5Q: 3 clusters Score -1715953 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1716447.125000 Penalty: 4913.368652
	Iteration 6Q: 3 clusters Score -1716447 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1717006.500000 Penalty: 4913.368652
	Iteration 7Q: 3 clusters Score -1717006 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1717569.250000 Penalty: 4913.368652
	Iteration 8Q: 3 clusters Score -1717569 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1718080.000000 Penalty: 4913.368652
	Iteration 9Q: 3 clusters Score -1718080 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1718539.000000 Penalty: 4913.368652
	Iteration 10Q: 3 clusters Score -1718539 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1718990.750000 Penalty: 4913.368652
	Iteration 11Q: 3 clusters Score -1718991 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1719421.250000 Penalty: 4913.368652
	Iteration 12Q: 3 clusters Score -1719421 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1719785.375000 Penalty: 4913.368652
	Iteration 13Q: 3 clusters Score -1719785 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1720042.625000 Penalty: 4913.368652
	Iteration 14Q: 3 clusters Score -1720043 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1720225.125000 Penalty: 4913.368652
	Iteration 15Q: 3 clusters Score -1720225 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1720348.500000 Penalty: 4913.368652
	Iteration 16Q: 3 clusters Score -1720348 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1720437.750000 Penalty: 4913.368652
	Iteration 17Q: 3 clusters Score -1720438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1720502.875000 Penalty: 4913.368652
	Iteration 18Q: 3 clusters Score -1720503 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1720578.125000 Penalty: 4913.368652
	Iteration 19Q: 3 clusters Score -1720578 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1720677.750000 Penalty: 4913.368652
	Iteration 20F: 3 clusters Score -1720678 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1720748.750000 Penalty: 4913.368652
	Iteration 21Q: 3 clusters Score -1720749 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1720805.875000 Penalty: 4913.368652
	Iteration 22Q: 3 clusters Score -1720806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1720858.750000 Penalty: 4913.368652
	Iteration 23Q: 3 clusters Score -1720859 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1720893.500000 Penalty: 4913.368652
	Iteration 24Q: 3 clusters Score -1720894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1720919.875000 Penalty: 4913.368652
	Iteration 25Q: 3 clusters Score -1720920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1720942.250000 Penalty: 4913.368652
	Iteration 26Q: 3 clusters Score -1720942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1720967.125000 Penalty: 4913.368652
	Iteration 27Q: 3 clusters Score -1720967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1720987.500000 Penalty: 4913.368652
	Iteration 28Q: 3 clusters Score -1720988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1721015.250000 Penalty: 4913.368652
	Iteration 29Q: 3 clusters Score -1721015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1721035.500000 Penalty: 4913.368652
	Iteration 30Q: 3 clusters Score -1721036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1721056.125000 Penalty: 4913.368652
	Iteration 31Q: 3 clusters Score -1721056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1721075.250000 Penalty: 4913.368652
	Iteration 32Q: 3 clusters Score -1721075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1721098.625000 Penalty: 4913.368652
	Iteration 33Q: 3 clusters Score -1721099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1721109.750000 Penalty: 4913.368652
	Iteration 34Q: 3 clusters Score -1721110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1721132.625000 Penalty: 4913.368652
	Iteration 35Q: 3 clusters Score -1721133 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1721153.375000 Penalty: 4913.368652
	Iteration 36Q: 3 clusters Score -1721153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1721162.000000 Penalty: 4913.368652
	Iteration 37Q: 3 clusters Score -1721162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1721173.125000 Penalty: 4913.368652
	Iteration 38Q: 3 clusters Score -1721173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1721187.750000 Penalty: 4913.368652
	Iteration 39Q: 3 clusters Score -1721188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1721203.250000 Penalty: 4913.368652
	Iteration 40F: 3 clusters Score -1721203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1721223.625000 Penalty: 4913.368652
	Iteration 41Q: 3 clusters Score -1721224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1721235.500000 Penalty: 4913.368652
	Iteration 42Q: 3 clusters Score -1721236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1721247.250000 Penalty: 4913.368652
	Iteration 43Q: 3 clusters Score -1721247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1721253.000000 Penalty: 4913.368652
	Iteration 44Q: 3 clusters Score -1721253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1721261.375000 Penalty: 4913.368652
	Iteration 45Q: 3 clusters Score -1721261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1721267.875000 Penalty: 4913.368652
	Iteration 46Q: 3 clusters Score -1721268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1721272.750000 Penalty: 4913.368652
	Iteration 47Q: 3 clusters Score -1721273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1721275.625000 Penalty: 4913.368652
	Iteration 48Q: 3 clusters Score -1721276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1721285.000000 Penalty: 4913.368652
	Iteration 49Q: 3 clusters Score -1721285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1721292.500000 Penalty: 4913.368652
	Iteration 50Q: 3 clusters Score -1721292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1721297.875000 Penalty: 4913.368652
	Iteration 51Q: 3 clusters Score -1721298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1721311.625000 Penalty: 4913.368652
	Iteration 52Q: 3 clusters Score -1721312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1721322.000000 Penalty: 4913.368652
	Iteration 53Q: 3 clusters Score -1721322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1721330.875000 Penalty: 4913.368652
	Iteration 54Q: 3 clusters Score -1721331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1721342.625000 Penalty: 4913.368652
	Iteration 55Q: 3 clusters Score -1721343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1721352.000000 Penalty: 4913.368652
	Iteration 56Q: 3 clusters Score -1721352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1721366.250000 Penalty: 4913.368652
	Iteration 57Q: 3 clusters Score -1721366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1721376.250000 Penalty: 4913.368652
	Iteration 58Q: 3 clusters Score -1721376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1721378.250000 Penalty: 4913.368652
	Iteration 59Q: 3 clusters Score -1721378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1721383.125000 Penalty: 4913.368652
	Iteration 60F: 3 clusters Score -1721383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1721387.250000 Penalty: 4913.368652
	Iteration 61Q: 3 clusters Score -1721387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1721386.375000 Penalty: 4913.368652
	Iteration 62Q: 3 clusters Score -1721386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1721391.250000 Penalty: 4913.368652
	Iteration 63Q: 3 clusters Score -1721391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1721390.250000 Penalty: 4913.368652
	Iteration 64Q: 3 clusters Score -1721390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1721396.875000 Penalty: 4913.368652
	Iteration 65Q: 3 clusters Score -1721397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1721398.375000 Penalty: 4913.368652
	Iteration 66Q: 3 clusters Score -1721398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1721403.500000 Penalty: 4913.368652
	Iteration 67Q: 3 clusters Score -1721404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1721407.500000 Penalty: 4913.368652
	Iteration 68Q: 3 clusters Score -1721408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1721413.250000 Penalty: 4913.368652
	Iteration 69Q: 3 clusters Score -1721413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1721412.875000 Penalty: 4913.368652
	Iteration 70Q: 3 clusters Score -1721413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1721414.375000 Penalty: 4913.368652
	Iteration 71Q: 3 clusters Score -1721414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1721416.125000 Penalty: 4913.368652
	Iteration 72Q: 3 clusters Score -1721416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1721415.500000 Penalty: 4913.368652
	Iteration 73Q: 3 clusters Score -1721416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1721415.000000 Penalty: 4913.368652
	Iteration 74Q: 3 clusters Score -1721415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1721416.875000 Penalty: 4913.368652
	Iteration 75Q: 3 clusters Score -1721417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1721421.875000 Penalty: 4913.368652
	Iteration 76Q: 3 clusters Score -1721422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1721421.625000 Penalty: 4913.368652
	Iteration 77Q: 3 clusters Score -1721422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1721422.375000 Penalty: 4913.368652
	Iteration 78Q: 3 clusters Score -1721422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1721422.375000 Penalty: 4913.368652
	Iteration 79F: 3 clusters Score -1721422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Entering Unmasked Estep 
Score: -1285920.750000 Penalty: 2378.932129
	Iteration 0F: 2 clusters Score -1285921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1275262.375000 Penalty: 4757.864258
	Iteration 0F: 3 clusters Score -1275262 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1278617.125000 Penalty: 4757.864258
	Iteration 1F: 3 clusters Score -1278617 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1278934.000000 Penalty: 4757.864258
	Iteration 2F: 3 clusters Score -1278934 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1279172.250000 Penalty: 4757.864258
	Iteration 3Q: 3 clusters Score -1279172 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1279367.875000 Penalty: 4757.864258
	Iteration 4Q: 3 clusters Score -1279368 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1279564.500000 Penalty: 4757.864258
	Iteration 5Q: 3 clusters Score -1279564 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1279786.000000 Penalty: 4757.864258
	Iteration 6Q: 3 clusters Score -1279786 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1280025.750000 Penalty: 4757.864258
	Iteration 7Q: 3 clusters Score -1280026 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1280305.750000 Penalty: 4757.864258
	Iteration 8Q: 3 clusters Score -1280306 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1280675.750000 Penalty: 4757.864258
	Iteration 9Q: 3 clusters Score -1280676 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1281165.000000 Penalty: 4757.864258
	Iteration 10Q: 3 clusters Score -1281165 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1281750.500000 Penalty: 4757.864258
	Iteration 11F: 3 clusters Score -1281750 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1282350.375000 Penalty: 4757.864258
	Iteration 12Q: 3 clusters Score -1282350 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1282803.500000 Penalty: 4757.864258
	Iteration 13Q: 3 clusters Score -1282804 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1283132.250000 Penalty: 4757.864258
	Iteration 14Q: 3 clusters Score -1283132 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1283348.000000 Penalty: 4757.864258
	Iteration 15Q: 3 clusters Score -1283348 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1283485.125000 Penalty: 4757.864258
	Iteration 16Q: 3 clusters Score -1283485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1283588.750000 Penalty: 4757.864258
	Iteration 17Q: 3 clusters Score -1283589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1283653.500000 Penalty: 4757.864258
	Iteration 18Q: 3 clusters Score -1283654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1283702.750000 Penalty: 4757.864258
	Iteration 19Q: 3 clusters Score -1283703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1283731.625000 Penalty: 4757.864258
	Iteration 20F: 3 clusters Score -1283732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1283763.875000 Penalty: 4757.864258
	Iteration 21Q: 3 clusters Score -1283764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1283782.125000 Penalty: 4757.864258
	Iteration 22Q: 3 clusters Score -1283782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1283789.625000 Penalty: 4757.864258
	Iteration 23Q: 3 clusters Score -1283790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1283798.750000 Penalty: 4757.864258
	Iteration 24Q: 3 clusters Score -1283799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1283803.750000 Penalty: 4757.864258
	Iteration 25Q: 3 clusters Score -1283804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1283811.125000 Penalty: 4757.864258
	Iteration 26Q: 3 clusters Score -1283811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1283820.000000 Penalty: 4757.864258
	Iteration 27Q: 3 clusters Score -1283820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1283822.250000 Penalty: 4757.864258
	Iteration 28Q: 3 clusters Score -1283822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1283831.375000 Penalty: 4757.864258
	Iteration 29Q: 3 clusters Score -1283831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1283837.875000 Penalty: 4757.864258
	Iteration 30Q: 3 clusters Score -1283838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1283841.000000 Penalty: 4757.864258
	Iteration 31Q: 3 clusters Score -1283841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1283841.875000 Penalty: 4757.864258
	Iteration 32Q: 3 clusters Score -1283842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1283844.000000 Penalty: 4757.864258
	Iteration 33Q: 3 clusters Score -1283844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1283845.750000 Penalty: 4757.864258
	Iteration 34Q: 3 clusters Score -1283846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1283846.125000 Penalty: 4757.864258
	Iteration 35Q: 3 clusters Score -1283846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1283847.125000 Penalty: 4757.864258
	Iteration 36Q: 3 clusters Score -1283847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1283847.125000 Penalty: 4757.864258
	Iteration 37F: 3 clusters Score -1283847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -395164.687500 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -395164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -390968.187500 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -390968.2 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -391937.468750 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -391937.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -392142.812500 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -392142.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -392278.593750 Penalty: 4173.149902
	Iteration 3F: 3 clusters Score -392278.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -392364.625000 Penalty: 4173.149902
	Iteration 4Q: 3 clusters Score -392364.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -392426.562500 Penalty: 4173.149902
	Iteration 5Q: 3 clusters Score -392426.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -392468.250000 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -392468.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -392496.000000 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -392496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -392530.125000 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -392530.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -392553.031250 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -392553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -392567.000000 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -392567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -392582.718750 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -392582.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -392595.375000 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -392595.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -392607.312500 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -392607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -392618.562500 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -392618.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -392632.031250 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -392632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -392640.750000 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -392640.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -392647.937500 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -392647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -392652.187500 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -392652.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -392653.843750 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -392653.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -392656.000000 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -392656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -392657.312500 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -392657.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -392657.843750 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -392657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -392659.312500 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -392659.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -392659.875000 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -392659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -392660.000000 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -392660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -392660.343750 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -392660.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -392660.906250 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -392660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -392660.906250 Penalty: 4173.149902
	Iteration 28F: 3 clusters Score -392660.9 nChanged 0
--- Evaluating fit on full set of 1395505 points ---
Entering Unmasked Estep 
Score: -114622552.000000 Penalty: 115793.507812
25->34 Clusters: Score -114622552.000000, best is -114775392.000000

Main iterations: 0 (time per=infms)
Total iterations: 70497 (time per=121.863771ms)
Iterations metric 2: 1697868546048.000000 (time per=5.059891ns)
Iterations metric 3: 50935866851328.000000 (time per=168.663671ps)

That took 8591.030273 seconds.
